warning: commands will be executed using /bin/sh
job 5700 at Wed Oct  1 14:08:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse23-140730/YutaMouse23-140730/YutaMouse23-140730
ElecNo	2
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 3313219 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 1104406 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58373 members 
Mstep: Class 2 contains 57969 members 
Mstep: Class 3 contains 58107 members 
Mstep: Class 4 contains 57712 members 
Mstep: Class 5 contains 58117 members 
Mstep: Class 6 contains 57992 members 
Mstep: Class 7 contains 58296 members 
Mstep: Class 8 contains 57998 members 
Mstep: Class 9 contains 58122 members 
Mstep: Class 10 contains 58041 members 
Mstep: Class 11 contains 58502 members 
Mstep: Class 12 contains 58144 members 
Mstep: Class 13 contains 58234 members 
Mstep: Class 14 contains 57970 members 
Mstep: Class 15 contains 57908 members 
Mstep: Class 16 contains 58661 members 
Mstep: Class 17 contains 58009 members 
Mstep: Class 18 contains 58047 members 
Mstep: Class 19 contains 58204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 955.370911 but Gain 3450.878906
Score: -107970040.000000 Penalty: 62115.746094
Iteration 0F: 19 clusters Score -1.0797e+08 nChanged 1041861
Entering Unmasked Mstep 
Mstep: Class 0 contains 2499 members 
Mstep: Class 1 contains 152167 members 
Mstep: Class 2 contains 41187 members 
Mstep: Class 3 contains 20126 members 
Mstep: Class 4 contains 19735 members 
Mstep: Class 5 contains 18445 members 
Mstep: Class 6 contains 81620 members 
Mstep: Class 7 contains 16813 members 
Mstep: Class 8 contains 23246 members 
Mstep: Class 10 contains 27024 members 
Mstep: Class 11 contains 116069 members 
Mstep: Class 12 contains 59246 members 
Mstep: Class 13 contains 87381 members 
Mstep: Class 14 contains 80206 members 
Mstep: Class 15 contains 53948 members 
Mstep: Class 16 contains 53226 members 
Mstep: Class 17 contains 82592 members 
Mstep: Class 18 contains 132227 members 
Mstep: Class 19 contains 36649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111897344.000000 Penalty: 62115.746094
Iteration 1F: 19 clusters Score -1.118973e+08 nChanged 430247
Entering Unmasked Mstep 
Mstep: Class 0 contains 2082 members 
Mstep: Class 1 contains 253113 members 
Mstep: Class 2 contains 44785 members 
Mstep: Class 3 contains 16254 members 
Mstep: Class 4 contains 19467 members 
Mstep: Class 5 contains 17143 members 
Mstep: Class 6 contains 83376 members 
Mstep: Class 7 contains 15212 members 
Mstep: Class 8 contains 31126 members 
Mstep: Class 10 contains 16306 members 
Mstep: Class 11 contains 100122 members 
Mstep: Class 12 contains 39319 members 
Mstep: Class 13 contains 54493 members 
Mstep: Class 14 contains 63564 members 
Mstep: Class 15 contains 46365 members 
Mstep: Class 16 contains 38149 members 
Mstep: Class 17 contains 75596 members 
Mstep: Class 18 contains 154536 members 
Mstep: Class 19 contains 33398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112788328.000000 Penalty: 62115.746094
Iteration 2F: 19 clusters Score -1.127883e+08 nChanged 323454
Entering Unmasked Mstep 
Mstep: Class 0 contains 1316 members 
Mstep: Class 1 contains 294043 members 
Mstep: Class 2 contains 46617 members 
Mstep: Class 3 contains 16012 members 
Mstep: Class 4 contains 20182 members 
Mstep: Class 5 contains 17357 members 
Mstep: Class 6 contains 109035 members 
Mstep: Class 7 contains 18609 members 
Mstep: Class 8 contains 30139 members 
Mstep: Class 10 contains 13467 members 
Mstep: Class 11 contains 77426 members 
Mstep: Class 12 contains 30340 members 
Mstep: Class 13 contains 47308 members 
Mstep: Class 14 contains 50887 members 
Mstep: Class 15 contains 42012 members 
Mstep: Class 16 contains 47014 members 
Mstep: Class 17 contains 48042 members 
Mstep: Class 18 contains 164611 members 
Mstep: Class 19 contains 29989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113326256.000000 Penalty: 62115.746094
Iteration 3F: 19 clusters Score -1.133263e+08 nChanged 252042
Entering Unmasked Mstep 
Mstep: Class 0 contains 1224 members 
Mstep: Class 1 contains 275498 members 
Mstep: Class 2 contains 43337 members 
Mstep: Class 3 contains 15984 members 
Mstep: Class 4 contains 14923 members 
Mstep: Class 5 contains 16146 members 
Mstep: Class 6 contains 149213 members 
Mstep: Class 7 contains 21379 members 
Mstep: Class 8 contains 28740 members 
Mstep: Class 10 contains 11757 members 
Mstep: Class 11 contains 57231 members 
Mstep: Class 12 contains 26100 members 
Mstep: Class 13 contains 55830 members 
Mstep: Class 14 contains 44607 members 
Mstep: Class 15 contains 37235 members 
Mstep: Class 16 contains 60449 members 
Mstep: Class 17 contains 29585 members 
Mstep: Class 18 contains 184085 members 
Mstep: Class 19 contains 31083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113794184.000000 Penalty: 62115.746094
Iteration 4F: 19 clusters Score -1.137942e+08 nChanged 191881
Entering Unmasked Mstep 
Mstep: Class 0 contains 1194 members 
Mstep: Class 1 contains 266694 members 
Mstep: Class 2 contains 37111 members 
Mstep: Class 3 contains 16197 members 
Mstep: Class 4 contains 11386 members 
Mstep: Class 5 contains 15720 members 
Mstep: Class 6 contains 177371 members 
Mstep: Class 7 contains 22140 members 
Mstep: Class 8 contains 29194 members 
Mstep: Class 10 contains 10099 members 
Mstep: Class 11 contains 40318 members 
Mstep: Class 12 contains 23922 members 
Mstep: Class 13 contains 61733 members 
Mstep: Class 14 contains 42382 members 
Mstep: Class 15 contains 29093 members 
Mstep: Class 16 contains 67062 members 
Mstep: Class 17 contains 19662 members 
Mstep: Class 18 contains 201248 members 
Mstep: Class 19 contains 31880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114099088.000000 Penalty: 62115.746094
Iteration 5F: 19 clusters Score -1.140991e+08 nChanged 134923
Entering Unmasked Mstep 
Mstep: Class 0 contains 1176 members 
Mstep: Class 1 contains 267284 members 
Mstep: Class 2 contains 30290 members 
Mstep: Class 3 contains 17004 members 
Mstep: Class 4 contains 8800 members 
Mstep: Class 5 contains 15516 members 
Mstep: Class 6 contains 190672 members 
Mstep: Class 7 contains 21170 members 
Mstep: Class 8 contains 29618 members 
Mstep: Class 10 contains 8921 members 
Mstep: Class 11 contains 32393 members 
Mstep: Class 12 contains 23091 members 
Mstep: Class 13 contains 64504 members 
Mstep: Class 14 contains 43612 members 
Mstep: Class 15 contains 23862 members 
Mstep: Class 16 contains 69298 members 
Mstep: Class 17 contains 15985 members 
Mstep: Class 18 contains 209218 members 
Mstep: Class 19 contains 31992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114255560.000000 Penalty: 62115.746094
Iteration 6F: 19 clusters Score -1.142556e+08 nChanged 91192
Entering Unmasked Mstep 
Mstep: Class 0 contains 1146 members 
Mstep: Class 1 contains 268542 members 
Mstep: Class 2 contains 26244 members 
Mstep: Class 3 contains 17845 members 
Mstep: Class 4 contains 6996 members 
Mstep: Class 5 contains 15113 members 
Mstep: Class 6 contains 197788 members 
Mstep: Class 7 contains 19496 members 
Mstep: Class 8 contains 29608 members 
Mstep: Class 10 contains 8206 members 
Mstep: Class 11 contains 30007 members 
Mstep: Class 12 contains 23410 members 
Mstep: Class 13 contains 65684 members 
Mstep: Class 14 contains 46357 members 
Mstep: Class 15 contains 22030 members 
Mstep: Class 16 contains 69612 members 
Mstep: Class 17 contains 14558 members 
Mstep: Class 18 contains 211100 members 
Mstep: Class 19 contains 30664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114334600.000000 Penalty: 62115.746094
Iteration 7F: 19 clusters Score -1.143346e+08 nChanged 62624
Entering Unmasked Mstep 
Mstep: Class 0 contains 1000 members 
Mstep: Class 1 contains 269794 members 
Mstep: Class 2 contains 25736 members 
Mstep: Class 3 contains 18165 members 
Mstep: Class 4 contains 5757 members 
Mstep: Class 5 contains 14572 members 
Mstep: Class 6 contains 199686 members 
Mstep: Class 7 contains 18041 members 
Mstep: Class 8 contains 29244 members 
Mstep: Class 10 contains 8060 members 
Mstep: Class 11 contains 30268 members 
Mstep: Class 12 contains 24397 members 
Mstep: Class 13 contains 66154 members 
Mstep: Class 14 contains 49188 members 
Mstep: Class 15 contains 21285 members 
Mstep: Class 16 contains 69076 members 
Mstep: Class 17 contains 14116 members 
Mstep: Class 18 contains 210505 members 
Mstep: Class 19 contains 29362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114404536.000000 Penalty: 62115.746094
Iteration 8F: 19 clusters Score -1.144045e+08 nChanged 47381
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 270896 members 
Mstep: Class 2 contains 26366 members 
Mstep: Class 3 contains 18393 members 
Mstep: Class 4 contains 5116 members 
Mstep: Class 5 contains 14185 members 
Mstep: Class 6 contains 198343 members 
Mstep: Class 7 contains 17247 members 
Mstep: Class 8 contains 28571 members 
Mstep: Class 10 contains 8361 members 
Mstep: Class 11 contains 31683 members 
Mstep: Class 12 contains 26058 members 
Mstep: Class 13 contains 66302 members 
Mstep: Class 14 contains 51617 members 
Mstep: Class 15 contains 20682 members 
Mstep: Class 16 contains 68167 members 
Mstep: Class 17 contains 14519 members 
Mstep: Class 18 contains 208960 members 
Mstep: Class 19 contains 28671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114457248.000000 Penalty: 62115.746094
Iteration 9Q: 19 clusters Score -1.144572e+08 nChanged 38808
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 271709 members 
Mstep: Class 2 contains 27012 members 
Mstep: Class 3 contains 18831 members 
Mstep: Class 4 contains 4877 members 
Mstep: Class 5 contains 13999 members 
Mstep: Class 6 contains 195667 members 
Mstep: Class 7 contains 17045 members 
Mstep: Class 8 contains 25668 members 
Mstep: Class 10 contains 9001 members 
Mstep: Class 11 contains 33578 members 
Mstep: Class 12 contains 28010 members 
Mstep: Class 13 contains 66653 members 
Mstep: Class 14 contains 53634 members 
Mstep: Class 15 contains 20132 members 
Mstep: Class 16 contains 67402 members 
Mstep: Class 17 contains 15498 members 
Mstep: Class 18 contains 207041 members 
Mstep: Class 19 contains 28392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114479864.000000 Penalty: 62115.746094
Iteration 10Q: 19 clusters Score -1.144799e+08 nChanged 32716
Entering Unmasked Mstep 
Mstep: Class 0 contains 264 members 
Mstep: Class 1 contains 271965 members 
Mstep: Class 2 contains 27458 members 
Mstep: Class 3 contains 19101 members 
Mstep: Class 4 contains 4663 members 
Mstep: Class 5 contains 13932 members 
Mstep: Class 6 contains 192595 members 
Mstep: Class 7 contains 17048 members 
Mstep: Class 8 contains 23876 members 
Mstep: Class 10 contains 10056 members 
Mstep: Class 11 contains 35544 members 
Mstep: Class 12 contains 29995 members 
Mstep: Class 13 contains 66505 members 
Mstep: Class 14 contains 55086 members 
Mstep: Class 15 contains 19695 members 
Mstep: Class 16 contains 66188 members 
Mstep: Class 17 contains 16958 members 
Mstep: Class 18 contains 205178 members 
Mstep: Class 19 contains 28299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114497616.000000 Penalty: 62115.746094
Iteration 11Q: 19 clusters Score -1.144976e+08 nChanged 28464
Entering Unmasked Mstep 
Mstep: Class 0 contains 264 members 
Mstep: Class 1 contains 271639 members 
Mstep: Class 2 contains 27818 members 
Mstep: Class 3 contains 19183 members 
Mstep: Class 4 contains 4496 members 
Mstep: Class 5 contains 13897 members 
Mstep: Class 6 contains 189708 members 
Mstep: Class 7 contains 17075 members 
Mstep: Class 8 contains 22559 members 
Mstep: Class 10 contains 11642 members 
Mstep: Class 11 contains 37619 members 
Mstep: Class 12 contains 31688 members 
Mstep: Class 13 contains 65957 members 
Mstep: Class 14 contains 56306 members 
Mstep: Class 15 contains 19291 members 
Mstep: Class 16 contains 64961 members 
Mstep: Class 17 contains 18676 members 
Mstep: Class 18 contains 203262 members 
Mstep: Class 19 contains 28365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114513992.000000 Penalty: 62115.746094
Iteration 12Q: 19 clusters Score -1.14514e+08 nChanged 25609
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 270974 members 
Mstep: Class 2 contains 28123 members 
Mstep: Class 3 contains 19200 members 
Mstep: Class 4 contains 4436 members 
Mstep: Class 5 contains 13889 members 
Mstep: Class 6 contains 187248 members 
Mstep: Class 7 contains 17135 members 
Mstep: Class 8 contains 21496 members 
Mstep: Class 10 contains 13478 members 
Mstep: Class 11 contains 39746 members 
Mstep: Class 12 contains 33074 members 
Mstep: Class 13 contains 65178 members 
Mstep: Class 14 contains 57352 members 
Mstep: Class 15 contains 18877 members 
Mstep: Class 16 contains 63692 members 
Mstep: Class 17 contains 20345 members 
Mstep: Class 18 contains 201407 members 
Mstep: Class 19 contains 28493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114528320.000000 Penalty: 62115.746094
Iteration 13Q: 19 clusters Score -1.145283e+08 nChanged 23031
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 269971 members 
Mstep: Class 2 contains 28432 members 
Mstep: Class 3 contains 19114 members 
Mstep: Class 4 contains 4371 members 
Mstep: Class 5 contains 13961 members 
Mstep: Class 6 contains 185290 members 
Mstep: Class 7 contains 17169 members 
Mstep: Class 8 contains 20684 members 
Mstep: Class 10 contains 15106 members 
Mstep: Class 11 contains 41890 members 
Mstep: Class 12 contains 34309 members 
Mstep: Class 13 contains 64414 members 
Mstep: Class 14 contains 58302 members 
Mstep: Class 15 contains 18531 members 
Mstep: Class 16 contains 62574 members 
Mstep: Class 17 contains 21924 members 
Mstep: Class 18 contains 199506 members 
Mstep: Class 19 contains 28597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114538624.000000 Penalty: 62115.746094
Iteration 14Q: 19 clusters Score -1.145386e+08 nChanged 20228
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 268722 members 
Mstep: Class 2 contains 28627 members 
Mstep: Class 3 contains 19050 members 
Mstep: Class 4 contains 4274 members 
Mstep: Class 5 contains 14060 members 
Mstep: Class 6 contains 183794 members 
Mstep: Class 7 contains 17123 members 
Mstep: Class 8 contains 20111 members 
Mstep: Class 10 contains 16328 members 
Mstep: Class 11 contains 43956 members 
Mstep: Class 12 contains 35510 members 
Mstep: Class 13 contains 63725 members 
Mstep: Class 14 contains 59181 members 
Mstep: Class 15 contains 18232 members 
Mstep: Class 16 contains 61745 members 
Mstep: Class 17 contains 23376 members 
Mstep: Class 18 contains 197572 members 
Mstep: Class 19 contains 28759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114546992.000000 Penalty: 62115.746094
Iteration 15Q: 19 clusters Score -1.14547e+08 nChanged 17980
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 267373 members 
Mstep: Class 2 contains 28651 members 
Mstep: Class 3 contains 18931 members 
Mstep: Class 4 contains 4129 members 
Mstep: Class 5 contains 14129 members 
Mstep: Class 6 contains 182751 members 
Mstep: Class 7 contains 17024 members 
Mstep: Class 8 contains 19838 members 
Mstep: Class 10 contains 17235 members 
Mstep: Class 11 contains 46028 members 
Mstep: Class 12 contains 36657 members 
Mstep: Class 13 contains 63104 members 
Mstep: Class 14 contains 59931 members 
Mstep: Class 15 contains 17930 members 
Mstep: Class 16 contains 61071 members 
Mstep: Class 17 contains 24734 members 
Mstep: Class 18 contains 195731 members 
Mstep: Class 19 contains 28898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114553800.000000 Penalty: 62115.746094
Iteration 16Q: 19 clusters Score -1.145538e+08 nChanged 16086
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 266080 members 
Mstep: Class 2 contains 28587 members 
Mstep: Class 3 contains 18818 members 
Mstep: Class 4 contains 3993 members 
Mstep: Class 5 contains 14176 members 
Mstep: Class 6 contains 181947 members 
Mstep: Class 7 contains 16934 members 
Mstep: Class 8 contains 19667 members 
Mstep: Class 10 contains 17965 members 
Mstep: Class 11 contains 47980 members 
Mstep: Class 12 contains 37774 members 
Mstep: Class 13 contains 62496 members 
Mstep: Class 14 contains 60620 members 
Mstep: Class 15 contains 17627 members 
Mstep: Class 16 contains 60502 members 
Mstep: Class 17 contains 25968 members 
Mstep: Class 18 contains 193983 members 
Mstep: Class 19 contains 29028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114559904.000000 Penalty: 62115.746094
Iteration 17Q: 19 clusters Score -1.145599e+08 nChanged 14385
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 264886 members 
Mstep: Class 2 contains 28444 members 
Mstep: Class 3 contains 18682 members 
Mstep: Class 4 contains 3955 members 
Mstep: Class 5 contains 14196 members 
Mstep: Class 6 contains 181275 members 
Mstep: Class 7 contains 16755 members 
Mstep: Class 8 contains 19520 members 
Mstep: Class 10 contains 18544 members 
Mstep: Class 11 contains 49844 members 
Mstep: Class 12 contains 38898 members 
Mstep: Class 13 contains 61942 members 
Mstep: Class 14 contains 61303 members 
Mstep: Class 15 contains 17304 members 
Mstep: Class 16 contains 60022 members 
Mstep: Class 17 contains 27098 members 
Mstep: Class 18 contains 192337 members 
Mstep: Class 19 contains 29140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114564600.000000 Penalty: 62115.746094
Iteration 18Q: 19 clusters Score -1.145646e+08 nChanged 13133
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 263750 members 
Mstep: Class 2 contains 28246 members 
Mstep: Class 3 contains 18599 members 
Mstep: Class 4 contains 3962 members 
Mstep: Class 5 contains 14175 members 
Mstep: Class 6 contains 180861 members 
Mstep: Class 7 contains 16602 members 
Mstep: Class 8 contains 19389 members 
Mstep: Class 10 contains 19100 members 
Mstep: Class 11 contains 51600 members 
Mstep: Class 12 contains 39804 members 
Mstep: Class 13 contains 61503 members 
Mstep: Class 14 contains 61957 members 
Mstep: Class 15 contains 16985 members 
Mstep: Class 16 contains 59599 members 
Mstep: Class 17 contains 28089 members 
Mstep: Class 18 contains 190690 members 
Mstep: Class 19 contains 29234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114569832.000000 Penalty: 62115.746094
Iteration 19Q: 19 clusters Score -1.145698e+08 nChanged 12260
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 262693 members 
Mstep: Class 2 contains 28130 members 
Mstep: Class 3 contains 18568 members 
Mstep: Class 4 contains 3964 members 
Mstep: Class 5 contains 14108 members 
Mstep: Class 6 contains 180606 members 
Mstep: Class 7 contains 16371 members 
Mstep: Class 8 contains 19283 members 
Mstep: Class 10 contains 19650 members 
Mstep: Class 11 contains 53185 members 
Mstep: Class 12 contains 40672 members 
Mstep: Class 13 contains 61071 members 
Mstep: Class 14 contains 62645 members 
Mstep: Class 15 contains 16624 members 
Mstep: Class 16 contains 59246 members 
Mstep: Class 17 contains 28958 members 
Mstep: Class 18 contains 189053 members 
Mstep: Class 19 contains 29318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114575656.000000 Penalty: 62115.746094
Iteration 20F: 19 clusters Score -1.145757e+08 nChanged 12877
Entering Unmasked Mstep 
Mstep: Class 0 contains 244 members 
Mstep: Class 1 contains 261822 members 
Mstep: Class 2 contains 28553 members 
Mstep: Class 3 contains 18552 members 
Mstep: Class 4 contains 3974 members 
Mstep: Class 5 contains 14021 members 
Mstep: Class 6 contains 180346 members 
Mstep: Class 7 contains 16330 members 
Mstep: Class 8 contains 18400 members 
Mstep: Class 10 contains 20425 members 
Mstep: Class 11 contains 54709 members 
Mstep: Class 12 contains 41459 members 
Mstep: Class 13 contains 60483 members 
Mstep: Class 14 contains 63325 members 
Mstep: Class 15 contains 16236 members 
Mstep: Class 16 contains 58871 members 
Mstep: Class 17 contains 29826 members 
Mstep: Class 18 contains 187427 members 
Mstep: Class 19 contains 29403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114580872.000000 Penalty: 62115.746094
Iteration 21Q: 19 clusters Score -1.145809e+08 nChanged 13009
Entering Unmasked Mstep 
Mstep: Class 0 contains 242 members 
Mstep: Class 1 contains 261197 members 
Mstep: Class 2 contains 28869 members 
Mstep: Class 3 contains 18511 members 
Mstep: Class 4 contains 3981 members 
Mstep: Class 5 contains 13904 members 
Mstep: Class 6 contains 180083 members 
Mstep: Class 7 contains 16190 members 
Mstep: Class 8 contains 17565 members 
Mstep: Class 10 contains 21329 members 
Mstep: Class 11 contains 56064 members 
Mstep: Class 12 contains 42310 members 
Mstep: Class 13 contains 59710 members 
Mstep: Class 14 contains 64157 members 
Mstep: Class 15 contains 15788 members 
Mstep: Class 16 contains 58451 members 
Mstep: Class 17 contains 30725 members 
Mstep: Class 18 contains 185900 members 
Mstep: Class 19 contains 29430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114585200.000000 Penalty: 62115.746094
Iteration 22Q: 19 clusters Score -1.145852e+08 nChanged 13297
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 260745 members 
Mstep: Class 2 contains 29075 members 
Mstep: Class 3 contains 18523 members 
Mstep: Class 4 contains 3991 members 
Mstep: Class 5 contains 13777 members 
Mstep: Class 6 contains 179771 members 
Mstep: Class 7 contains 15936 members 
Mstep: Class 8 contains 16707 members 
Mstep: Class 10 contains 22401 members 
Mstep: Class 11 contains 57262 members 
Mstep: Class 12 contains 43117 members 
Mstep: Class 13 contains 58794 members 
Mstep: Class 14 contains 65137 members 
Mstep: Class 15 contains 15290 members 
Mstep: Class 16 contains 58130 members 
Mstep: Class 17 contains 31673 members 
Mstep: Class 18 contains 184377 members 
Mstep: Class 19 contains 29457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114591576.000000 Penalty: 62115.746094
Iteration 23Q: 19 clusters Score -1.145916e+08 nChanged 13585
Entering Unmasked Mstep 
Mstep: Class 0 contains 244 members 
Mstep: Class 1 contains 260534 members 
Mstep: Class 2 contains 29289 members 
Mstep: Class 3 contains 18584 members 
Mstep: Class 4 contains 3990 members 
Mstep: Class 5 contains 13634 members 
Mstep: Class 6 contains 179417 members 
Mstep: Class 7 contains 15700 members 
Mstep: Class 8 contains 15766 members 
Mstep: Class 10 contains 23670 members 
Mstep: Class 11 contains 58376 members 
Mstep: Class 12 contains 43759 members 
Mstep: Class 13 contains 57666 members 
Mstep: Class 14 contains 66184 members 
Mstep: Class 15 contains 14714 members 
Mstep: Class 16 contains 57900 members 
Mstep: Class 17 contains 32655 members 
Mstep: Class 18 contains 182838 members 
Mstep: Class 19 contains 29486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114598912.000000 Penalty: 62115.746094
Iteration 24Q: 19 clusters Score -1.145989e+08 nChanged 14214
Entering Unmasked Mstep 
Mstep: Class 0 contains 244 members 
Mstep: Class 1 contains 260557 members 
Mstep: Class 2 contains 29458 members 
Mstep: Class 3 contains 18703 members 
Mstep: Class 4 contains 3996 members 
Mstep: Class 5 contains 13463 members 
Mstep: Class 6 contains 179008 members 
Mstep: Class 7 contains 15426 members 
Mstep: Class 8 contains 14756 members 
Mstep: Class 10 contains 25242 members 
Mstep: Class 11 contains 59424 members 
Mstep: Class 12 contains 44328 members 
Mstep: Class 13 contains 56354 members 
Mstep: Class 14 contains 67259 members 
Mstep: Class 15 contains 14115 members 
Mstep: Class 16 contains 57619 members 
Mstep: Class 17 contains 33700 members 
Mstep: Class 18 contains 181259 members 
Mstep: Class 19 contains 29495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114607688.000000 Penalty: 62115.746094
Iteration 25Q: 19 clusters Score -1.146077e+08 nChanged 14481
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 260670 members 
Mstep: Class 2 contains 29486 members 
Mstep: Class 3 contains 18852 members 
Mstep: Class 4 contains 4014 members 
Mstep: Class 5 contains 13262 members 
Mstep: Class 6 contains 178511 members 
Mstep: Class 7 contains 15116 members 
Mstep: Class 8 contains 13830 members 
Mstep: Class 10 contains 27105 members 
Mstep: Class 11 contains 60258 members 
Mstep: Class 12 contains 44859 members 
Mstep: Class 13 contains 54795 members 
Mstep: Class 14 contains 68335 members 
Mstep: Class 15 contains 13650 members 
Mstep: Class 16 contains 57364 members 
Mstep: Class 17 contains 34805 members 
Mstep: Class 18 contains 179731 members 
Mstep: Class 19 contains 29518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114615072.000000 Penalty: 62115.746094
Iteration 26Q: 19 clusters Score -1.146151e+08 nChanged 13958
Entering Unmasked Mstep 
Mstep: Class 0 contains 244 members 
Mstep: Class 1 contains 260924 members 
Mstep: Class 2 contains 29345 members 
Mstep: Class 3 contains 19049 members 
Mstep: Class 4 contains 4031 members 
Mstep: Class 5 contains 13032 members 
Mstep: Class 6 contains 177836 members 
Mstep: Class 7 contains 14773 members 
Mstep: Class 8 contains 13109 members 
Mstep: Class 10 contains 29047 members 
Mstep: Class 11 contains 61009 members 
Mstep: Class 12 contains 45228 members 
Mstep: Class 13 contains 53126 members 
Mstep: Class 14 contains 69397 members 
Mstep: Class 15 contains 13389 members 
Mstep: Class 16 contains 57176 members 
Mstep: Class 17 contains 35897 members 
Mstep: Class 18 contains 178295 members 
Mstep: Class 19 contains 29499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114621584.000000 Penalty: 62115.746094
Iteration 27Q: 19 clusters Score -1.146216e+08 nChanged 13331
Entering Unmasked Mstep 
Mstep: Class 0 contains 244 members 
Mstep: Class 1 contains 261283 members 
Mstep: Class 2 contains 28919 members 
Mstep: Class 3 contains 19307 members 
Mstep: Class 4 contains 4042 members 
Mstep: Class 5 contains 12789 members 
Mstep: Class 6 contains 177123 members 
Mstep: Class 7 contains 14436 members 
Mstep: Class 8 contains 12667 members 
Mstep: Class 10 contains 30953 members 
Mstep: Class 11 contains 61676 members 
Mstep: Class 12 contains 45507 members 
Mstep: Class 13 contains 51438 members 
Mstep: Class 14 contains 70435 members 
Mstep: Class 15 contains 13250 members 
Mstep: Class 16 contains 57055 members 
Mstep: Class 17 contains 36892 members 
Mstep: Class 18 contains 176911 members 
Mstep: Class 19 contains 29479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114626360.000000 Penalty: 62115.746094
Iteration 28Q: 19 clusters Score -1.146264e+08 nChanged 12565
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 261752 members 
Mstep: Class 2 contains 28423 members 
Mstep: Class 3 contains 19589 members 
Mstep: Class 4 contains 4052 members 
Mstep: Class 5 contains 12539 members 
Mstep: Class 6 contains 176377 members 
Mstep: Class 7 contains 14104 members 
Mstep: Class 8 contains 12351 members 
Mstep: Class 10 contains 32527 members 
Mstep: Class 11 contains 62301 members 
Mstep: Class 12 contains 45735 members 
Mstep: Class 13 contains 50034 members 
Mstep: Class 14 contains 71469 members 
Mstep: Class 15 contains 13181 members 
Mstep: Class 16 contains 56985 members 
Mstep: Class 17 contains 37729 members 
Mstep: Class 18 contains 175576 members 
Mstep: Class 19 contains 29437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114629648.000000 Penalty: 62115.746094
Iteration 29Q: 19 clusters Score -1.146296e+08 nChanged 11343
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 262519 members 
Mstep: Class 2 contains 28049 members 
Mstep: Class 3 contains 19878 members 
Mstep: Class 4 contains 4070 members 
Mstep: Class 5 contains 12280 members 
Mstep: Class 6 contains 175348 members 
Mstep: Class 7 contains 13830 members 
Mstep: Class 8 contains 12113 members 
Mstep: Class 10 contains 33741 members 
Mstep: Class 11 contains 62880 members 
Mstep: Class 12 contains 45935 members 
Mstep: Class 13 contains 48956 members 
Mstep: Class 14 contains 72472 members 
Mstep: Class 15 contains 13158 members 
Mstep: Class 16 contains 56882 members 
Mstep: Class 17 contains 38451 members 
Mstep: Class 18 contains 174228 members 
Mstep: Class 19 contains 29371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114631168.000000 Penalty: 62115.746094
Iteration 30Q: 19 clusters Score -1.146312e+08 nChanged 10056
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 263434 members 
Mstep: Class 2 contains 27742 members 
Mstep: Class 3 contains 20177 members 
Mstep: Class 4 contains 4088 members 
Mstep: Class 5 contains 12032 members 
Mstep: Class 6 contains 174310 members 
Mstep: Class 7 contains 13526 members 
Mstep: Class 8 contains 11934 members 
Mstep: Class 10 contains 34640 members 
Mstep: Class 11 contains 63324 members 
Mstep: Class 12 contains 46118 members 
Mstep: Class 13 contains 48229 members 
Mstep: Class 14 contains 73461 members 
Mstep: Class 15 contains 13157 members 
Mstep: Class 16 contains 56725 members 
Mstep: Class 17 contains 38997 members 
Mstep: Class 18 contains 172937 members 
Mstep: Class 19 contains 29330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114632496.000000 Penalty: 62115.746094
Iteration 31Q: 19 clusters Score -1.146325e+08 nChanged 9250
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 264384 members 
Mstep: Class 2 contains 27494 members 
Mstep: Class 3 contains 20472 members 
Mstep: Class 4 contains 4108 members 
Mstep: Class 5 contains 11785 members 
Mstep: Class 6 contains 173329 members 
Mstep: Class 7 contains 13190 members 
Mstep: Class 8 contains 11792 members 
Mstep: Class 10 contains 35382 members 
Mstep: Class 11 contains 63736 members 
Mstep: Class 12 contains 46249 members 
Mstep: Class 13 contains 47748 members 
Mstep: Class 14 contains 74578 members 
Mstep: Class 15 contains 13174 members 
Mstep: Class 16 contains 56538 members 
Mstep: Class 17 contains 39318 members 
Mstep: Class 18 contains 171602 members 
Mstep: Class 19 contains 29282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114634408.000000 Penalty: 62115.746094
Iteration 32Q: 19 clusters Score -1.146344e+08 nChanged 8817
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 265459 members 
Mstep: Class 2 contains 27320 members 
Mstep: Class 3 contains 20846 members 
Mstep: Class 4 contains 4123 members 
Mstep: Class 5 contains 11521 members 
Mstep: Class 6 contains 172359 members 
Mstep: Class 7 contains 12883 members 
Mstep: Class 8 contains 11695 members 
Mstep: Class 10 contains 36085 members 
Mstep: Class 11 contains 64073 members 
Mstep: Class 12 contains 46316 members 
Mstep: Class 13 contains 47359 members 
Mstep: Class 14 contains 75647 members 
Mstep: Class 15 contains 13197 members 
Mstep: Class 16 contains 56342 members 
Mstep: Class 17 contains 39479 members 
Mstep: Class 18 contains 170207 members 
Mstep: Class 19 contains 29250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114635104.000000 Penalty: 62115.746094
Iteration 33Q: 19 clusters Score -1.146351e+08 nChanged 8545
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 266566 members 
Mstep: Class 2 contains 27208 members 
Mstep: Class 3 contains 21285 members 
Mstep: Class 4 contains 4129 members 
Mstep: Class 5 contains 11266 members 
Mstep: Class 6 contains 171330 members 
Mstep: Class 7 contains 12575 members 
Mstep: Class 8 contains 11635 members 
Mstep: Class 10 contains 36693 members 
Mstep: Class 11 contains 64304 members 
Mstep: Class 12 contains 46343 members 
Mstep: Class 13 contains 47080 members 
Mstep: Class 14 contains 76828 members 
Mstep: Class 15 contains 13224 members 
Mstep: Class 16 contains 56109 members 
Mstep: Class 17 contains 39545 members 
Mstep: Class 18 contains 168825 members 
Mstep: Class 19 contains 29216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114636048.000000 Penalty: 62115.746094
Iteration 34Q: 19 clusters Score -1.14636e+08 nChanged 8126
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 267558 members 
Mstep: Class 2 contains 27134 members 
Mstep: Class 3 contains 21729 members 
Mstep: Class 4 contains 4136 members 
Mstep: Class 5 contains 10991 members 
Mstep: Class 6 contains 170476 members 
Mstep: Class 7 contains 12313 members 
Mstep: Class 8 contains 11580 members 
Mstep: Class 10 contains 37206 members 
Mstep: Class 11 contains 64486 members 
Mstep: Class 12 contains 46290 members 
Mstep: Class 13 contains 46874 members 
Mstep: Class 14 contains 78066 members 
Mstep: Class 15 contains 13246 members 
Mstep: Class 16 contains 55884 members 
Mstep: Class 17 contains 39537 members 
Mstep: Class 18 contains 167479 members 
Mstep: Class 19 contains 29176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114636760.000000 Penalty: 62115.746094
Iteration 35Q: 19 clusters Score -1.146368e+08 nChanged 7719
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 268575 members 
Mstep: Class 2 contains 27092 members 
Mstep: Class 3 contains 22200 members 
Mstep: Class 4 contains 4142 members 
Mstep: Class 5 contains 10711 members 
Mstep: Class 6 contains 169680 members 
Mstep: Class 7 contains 12052 members 
Mstep: Class 8 contains 11547 members 
Mstep: Class 10 contains 37642 members 
Mstep: Class 11 contains 64658 members 
Mstep: Class 12 contains 46153 members 
Mstep: Class 13 contains 46724 members 
Mstep: Class 14 contains 79419 members 
Mstep: Class 15 contains 13262 members 
Mstep: Class 16 contains 55651 members 
Mstep: Class 17 contains 39428 members 
Mstep: Class 18 contains 166078 members 
Mstep: Class 19 contains 29147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114637176.000000 Penalty: 62115.746094
Iteration 36Q: 19 clusters Score -1.146372e+08 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 269574 members 
Mstep: Class 2 contains 27062 members 
Mstep: Class 3 contains 22602 members 
Mstep: Class 4 contains 4147 members 
Mstep: Class 5 contains 10389 members 
Mstep: Class 6 contains 168969 members 
Mstep: Class 7 contains 11788 members 
Mstep: Class 8 contains 11507 members 
Mstep: Class 10 contains 38019 members 
Mstep: Class 11 contains 64793 members 
Mstep: Class 12 contains 45993 members 
Mstep: Class 13 contains 46657 members 
Mstep: Class 14 contains 80900 members 
Mstep: Class 15 contains 13280 members 
Mstep: Class 16 contains 55413 members 
Mstep: Class 17 contains 39316 members 
Mstep: Class 18 contains 164631 members 
Mstep: Class 19 contains 29121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114638296.000000 Penalty: 62115.746094
Iteration 37Q: 19 clusters Score -1.146383e+08 nChanged 7959
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 270528 members 
Mstep: Class 2 contains 27064 members 
Mstep: Class 3 contains 23033 members 
Mstep: Class 4 contains 4145 members 
Mstep: Class 5 contains 10078 members 
Mstep: Class 6 contains 168290 members 
Mstep: Class 7 contains 11560 members 
Mstep: Class 8 contains 11473 members 
Mstep: Class 10 contains 38384 members 
Mstep: Class 11 contains 64865 members 
Mstep: Class 12 contains 45848 members 
Mstep: Class 13 contains 46630 members 
Mstep: Class 14 contains 82454 members 
Mstep: Class 15 contains 13299 members 
Mstep: Class 16 contains 55160 members 
Mstep: Class 17 contains 39132 members 
Mstep: Class 18 contains 163098 members 
Mstep: Class 19 contains 29120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114639240.000000 Penalty: 62115.746094
Iteration 38Q: 19 clusters Score -1.146392e+08 nChanged 8003
Entering ConstructFrom: 
Score: -114639240.000000 Penalty: 62115.746094
Entering ConstructFrom: 
Trying to split cluster 1 (271428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271428 members 
Entering Unmasked Estep 
Score: -29907354.000000 Penalty: 3102.840088
	Iteration 0F: 2 clusters Score -2.990735e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136030 members 
Mstep: Class 2 contains 135398 members 
Entering Unmasked Estep 
Score: -29791362.000000 Penalty: 6205.680176
	Iteration 0F: 3 clusters Score -2.979136e+07 nChanged 131237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139129 members 
Mstep: Class 2 contains 132299 members 
Entering Unmasked Estep 
Score: -29870212.000000 Penalty: 6205.680176
	Iteration 1F: 3 clusters Score -2.987021e+07 nChanged 8772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140583 members 
Mstep: Class 2 contains 130845 members 
Entering Unmasked Estep 
Score: -29872708.000000 Penalty: 6205.680176
	Iteration 2Q: 3 clusters Score -2.987271e+07 nChanged 10335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142672 members 
Mstep: Class 2 contains 128756 members 
Entering Unmasked Estep 
Score: -29876778.000000 Penalty: 6205.680176
	Iteration 3Q: 3 clusters Score -2.987678e+07 nChanged 12379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145573 members 
Mstep: Class 2 contains 125855 members 
Entering Unmasked Estep 
Score: -29882852.000000 Penalty: 6205.680176
	Iteration 4Q: 3 clusters Score -2.988285e+07 nChanged 14420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149723 members 
Mstep: Class 2 contains 121705 members 
Entering Unmasked Estep 
Score: -29890326.000000 Penalty: 6205.680176
	Iteration 5F: 3 clusters Score -2.989033e+07 nChanged 15629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155648 members 
Mstep: Class 2 contains 115780 members 
Entering Unmasked Estep 
Score: -29898740.000000 Penalty: 6205.680176
	Iteration 6F: 3 clusters Score -2.989874e+07 nChanged 15562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163416 members 
Mstep: Class 2 contains 108012 members 
Entering Unmasked Estep 
Score: -29906676.000000 Penalty: 6205.680176
	Iteration 7F: 3 clusters Score -2.990668e+07 nChanged 14698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172212 members 
Mstep: Class 2 contains 99216 members 
Entering Unmasked Estep 
Score: -29912438.000000 Penalty: 6205.680176
	Iteration 8F: 3 clusters Score -2.991244e+07 nChanged 13592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181172 members 
Mstep: Class 2 contains 90256 members 
Entering Unmasked Estep 
Score: -29915996.000000 Penalty: 6205.680176
	Iteration 9F: 3 clusters Score -2.9916e+07 nChanged 11837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189721 members 
Mstep: Class 2 contains 81707 members 
Entering Unmasked Estep 
Score: -29917862.000000 Penalty: 6205.680176
	Iteration 10Q: 3 clusters Score -2.991786e+07 nChanged 9871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197498 members 
Mstep: Class 2 contains 73930 members 
Entering Unmasked Estep 
Score: -29918856.000000 Penalty: 6205.680176
	Iteration 11Q: 3 clusters Score -2.991886e+07 nChanged 8121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204361 members 
Mstep: Class 2 contains 67067 members 
Entering Unmasked Estep 
Score: -29919452.000000 Penalty: 6205.680176
	Iteration 12Q: 3 clusters Score -2.991945e+07 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210534 members 
Mstep: Class 2 contains 60894 members 
Entering Unmasked Estep 
Score: -29919404.000000 Penalty: 6205.680176
	Iteration 13Q: 3 clusters Score -2.99194e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216052 members 
Mstep: Class 2 contains 55376 members 
Entering Unmasked Estep 
Score: -29918816.000000 Penalty: 6205.680176
	Iteration 14Q: 3 clusters Score -2.991882e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220837 members 
Mstep: Class 2 contains 50591 members 
Entering Unmasked Estep 
Score: -29918240.000000 Penalty: 6205.680176
	Iteration 15Q: 3 clusters Score -2.991824e+07 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225075 members 
Mstep: Class 2 contains 46353 members 
Entering Unmasked Estep 
Score: -29917752.000000 Penalty: 6205.680176
	Iteration 16Q: 3 clusters Score -2.991775e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228842 members 
Mstep: Class 2 contains 42586 members 
Entering Unmasked Estep 
Score: -29917054.000000 Penalty: 6205.680176
	Iteration 17Q: 3 clusters Score -2.991705e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232175 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
Score: -29916622.000000 Penalty: 6205.680176
	Iteration 18Q: 3 clusters Score -2.991662e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235225 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -29916218.000000 Penalty: 6205.680176
	Iteration 19Q: 3 clusters Score -2.991622e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237951 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -29915524.000000 Penalty: 6205.680176
	Iteration 20F: 3 clusters Score -2.991552e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240396 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
Score: -29915190.000000 Penalty: 6205.680176
	Iteration 21Q: 3 clusters Score -2.991519e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242608 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
Score: -29914762.000000 Penalty: 6205.680176
	Iteration 22Q: 3 clusters Score -2.991476e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244544 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -29914238.000000 Penalty: 6205.680176
	Iteration 23Q: 3 clusters Score -2.991424e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246241 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -29913908.000000 Penalty: 6205.680176
	Iteration 24Q: 3 clusters Score -2.991391e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247711 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -29913702.000000 Penalty: 6205.680176
	Iteration 25Q: 3 clusters Score -2.99137e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249002 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -29913376.000000 Penalty: 6205.680176
	Iteration 26Q: 3 clusters Score -2.991338e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250118 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -29913062.000000 Penalty: 6205.680176
	Iteration 27Q: 3 clusters Score -2.991306e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251151 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -29913020.000000 Penalty: 6205.680176
	Iteration 28Q: 3 clusters Score -2.991302e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252066 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -29912796.000000 Penalty: 6205.680176
	Iteration 29Q: 3 clusters Score -2.99128e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252886 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -29912704.000000 Penalty: 6205.680176
	Iteration 30Q: 3 clusters Score -2.99127e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253630 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -29912624.000000 Penalty: 6205.680176
	Iteration 31Q: 3 clusters Score -2.991262e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254301 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -29912538.000000 Penalty: 6205.680176
	Iteration 32Q: 3 clusters Score -2.991254e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254821 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -29912488.000000 Penalty: 6205.680176
	Iteration 33Q: 3 clusters Score -2.991249e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255278 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -29912470.000000 Penalty: 6205.680176
	Iteration 34Q: 3 clusters Score -2.991247e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255703 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -29912270.000000 Penalty: 6205.680176
	Iteration 35Q: 3 clusters Score -2.991227e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256093 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -29912298.000000 Penalty: 6205.680176
	Iteration 36Q: 3 clusters Score -2.99123e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256425 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -29912114.000000 Penalty: 6205.680176
	Iteration 37Q: 3 clusters Score -2.991211e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256720 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -29912044.000000 Penalty: 6205.680176
	Iteration 38Q: 3 clusters Score -2.991204e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256987 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -29912048.000000 Penalty: 6205.680176
	Iteration 39Q: 3 clusters Score -2.991205e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257294 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -29912128.000000 Penalty: 6205.680176
	Iteration 40F: 3 clusters Score -2.991213e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257652 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -29912250.000000 Penalty: 6205.680176
	Iteration 41Q: 3 clusters Score -2.991225e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258000 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -29913124.000000 Penalty: 6205.680176
	Iteration 42Q: 3 clusters Score -2.991312e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258167 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -29914924.000000 Penalty: 6205.680176
	Iteration 43Q: 3 clusters Score -2.991492e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257531 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -29916870.000000 Penalty: 6205.680176
	Iteration 44Q: 3 clusters Score -2.991687e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256209 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -29918380.000000 Penalty: 6205.680176
	Iteration 45Q: 3 clusters Score -2.991838e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254661 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -29919744.000000 Penalty: 6205.680176
	Iteration 46Q: 3 clusters Score -2.991974e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253047 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -29921046.000000 Penalty: 6205.680176
	Iteration 47Q: 3 clusters Score -2.992105e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251454 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -29922232.000000 Penalty: 6205.680176
	Iteration 48Q: 3 clusters Score -2.992223e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249870 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -29923304.000000 Penalty: 6205.680176
	Iteration 49Q: 3 clusters Score -2.99233e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248368 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -29924288.000000 Penalty: 6205.680176
	Iteration 50Q: 3 clusters Score -2.992429e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246865 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -29925184.000000 Penalty: 6205.680176
	Iteration 51Q: 3 clusters Score -2.992518e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245419 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -29926074.000000 Penalty: 6205.680176
	Iteration 52Q: 3 clusters Score -2.992607e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244044 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -29927010.000000 Penalty: 6205.680176
	Iteration 53Q: 3 clusters Score -2.992701e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242741 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -29927810.000000 Penalty: 6205.680176
	Iteration 54Q: 3 clusters Score -2.992781e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241561 members 
Mstep: Class 2 contains 29867 members 
Entering Unmasked Estep 
Score: -29928540.000000 Penalty: 6205.680176
	Iteration 55Q: 3 clusters Score -2.992854e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240429 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -29929406.000000 Penalty: 6205.680176
	Iteration 56Q: 3 clusters Score -2.992941e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239318 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -29930006.000000 Penalty: 6205.680176
	Iteration 57Q: 3 clusters Score -2.993001e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238221 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -29930550.000000 Penalty: 6205.680176
	Iteration 58Q: 3 clusters Score -2.993055e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237195 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -29931050.000000 Penalty: 6205.680176
	Iteration 59Q: 3 clusters Score -2.993105e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236236 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -29931530.000000 Penalty: 6205.680176
	Iteration 60F: 3 clusters Score -2.993153e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235298 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -29931978.000000 Penalty: 6205.680176
	Iteration 61Q: 3 clusters Score -2.993198e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234328 members 
Mstep: Class 2 contains 37100 members 
Entering Unmasked Estep 
Score: -29932458.000000 Penalty: 6205.680176
	Iteration 62Q: 3 clusters Score -2.993246e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233368 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -29933042.000000 Penalty: 6205.680176
	Iteration 63Q: 3 clusters Score -2.993304e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232484 members 
Mstep: Class 2 contains 38944 members 
Entering Unmasked Estep 
Score: -29933428.000000 Penalty: 6205.680176
	Iteration 64Q: 3 clusters Score -2.993343e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231661 members 
Mstep: Class 2 contains 39767 members 
Entering Unmasked Estep 
Score: -29933836.000000 Penalty: 6205.680176
	Iteration 65Q: 3 clusters Score -2.993384e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230871 members 
Mstep: Class 2 contains 40557 members 
Entering Unmasked Estep 
Score: -29934192.000000 Penalty: 6205.680176
	Iteration 66Q: 3 clusters Score -2.993419e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230092 members 
Mstep: Class 2 contains 41336 members 
Entering Unmasked Estep 
Score: -29934522.000000 Penalty: 6205.680176
	Iteration 67Q: 3 clusters Score -2.993452e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229339 members 
Mstep: Class 2 contains 42089 members 
Entering Unmasked Estep 
Score: -29934798.000000 Penalty: 6205.680176
	Iteration 68Q: 3 clusters Score -2.99348e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228638 members 
Mstep: Class 2 contains 42790 members 
Entering Unmasked Estep 
Score: -29935068.000000 Penalty: 6205.680176
	Iteration 69Q: 3 clusters Score -2.993507e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227986 members 
Mstep: Class 2 contains 43442 members 
Entering Unmasked Estep 
Score: -29935370.000000 Penalty: 6205.680176
	Iteration 70Q: 3 clusters Score -2.993537e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227342 members 
Mstep: Class 2 contains 44086 members 
Entering Unmasked Estep 
Score: -29935750.000000 Penalty: 6205.680176
	Iteration 71Q: 3 clusters Score -2.993575e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226735 members 
Mstep: Class 2 contains 44693 members 
Entering Unmasked Estep 
Score: -29935994.000000 Penalty: 6205.680176
	Iteration 72Q: 3 clusters Score -2.993599e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226134 members 
Mstep: Class 2 contains 45294 members 
Entering Unmasked Estep 
Score: -29936350.000000 Penalty: 6205.680176
	Iteration 73Q: 3 clusters Score -2.993635e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225565 members 
Mstep: Class 2 contains 45863 members 
Entering Unmasked Estep 
Score: -29936598.000000 Penalty: 6205.680176
	Iteration 74Q: 3 clusters Score -2.99366e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225020 members 
Mstep: Class 2 contains 46408 members 
Entering Unmasked Estep 
Score: -29936854.000000 Penalty: 6205.680176
	Iteration 75Q: 3 clusters Score -2.993685e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224523 members 
Mstep: Class 2 contains 46905 members 
Entering Unmasked Estep 
Score: -29937138.000000 Penalty: 6205.680176
	Iteration 76Q: 3 clusters Score -2.993714e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224069 members 
Mstep: Class 2 contains 47359 members 
Entering Unmasked Estep 
Score: -29937366.000000 Penalty: 6205.680176
	Iteration 77Q: 3 clusters Score -2.993737e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223600 members 
Mstep: Class 2 contains 47828 members 
Entering Unmasked Estep 
Score: -29937536.000000 Penalty: 6205.680176
	Iteration 78Q: 3 clusters Score -2.993754e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223190 members 
Mstep: Class 2 contains 48238 members 
Entering Unmasked Estep 
Score: -29937788.000000 Penalty: 6205.680176
	Iteration 79Q: 3 clusters Score -2.993779e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222813 members 
Mstep: Class 2 contains 48615 members 
Entering Unmasked Estep 
Score: -29937972.000000 Penalty: 6205.680176
	Iteration 80F: 3 clusters Score -2.993797e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222452 members 
Mstep: Class 2 contains 48976 members 
Entering Unmasked Estep 
Score: -29938198.000000 Penalty: 6205.680176
	Iteration 81Q: 3 clusters Score -2.99382e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222078 members 
Mstep: Class 2 contains 49350 members 
Entering Unmasked Estep 
Score: -29938386.000000 Penalty: 6205.680176
	Iteration 82Q: 3 clusters Score -2.993839e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221709 members 
Mstep: Class 2 contains 49719 members 
Entering Unmasked Estep 
Score: -29938522.000000 Penalty: 6205.680176
	Iteration 83Q: 3 clusters Score -2.993852e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221335 members 
Mstep: Class 2 contains 50093 members 
Entering Unmasked Estep 
Score: -29938720.000000 Penalty: 6205.680176
	Iteration 84Q: 3 clusters Score -2.993872e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220987 members 
Mstep: Class 2 contains 50441 members 
Entering Unmasked Estep 
Score: -29938972.000000 Penalty: 6205.680176
	Iteration 85Q: 3 clusters Score -2.993897e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220670 members 
Mstep: Class 2 contains 50758 members 
Entering Unmasked Estep 
Score: -29939084.000000 Penalty: 6205.680176
	Iteration 86Q: 3 clusters Score -2.993908e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220401 members 
Mstep: Class 2 contains 51027 members 
Entering Unmasked Estep 
Score: -29939216.000000 Penalty: 6205.680176
	Iteration 87Q: 3 clusters Score -2.993922e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220131 members 
Mstep: Class 2 contains 51297 members 
Entering Unmasked Estep 
Score: -29939288.000000 Penalty: 6205.680176
	Iteration 88Q: 3 clusters Score -2.993929e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219868 members 
Mstep: Class 2 contains 51560 members 
Entering Unmasked Estep 
Score: -29939374.000000 Penalty: 6205.680176
	Iteration 89Q: 3 clusters Score -2.993937e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219628 members 
Mstep: Class 2 contains 51800 members 
Entering Unmasked Estep 
Score: -29939442.000000 Penalty: 6205.680176
	Iteration 90Q: 3 clusters Score -2.993944e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219399 members 
Mstep: Class 2 contains 52029 members 
Entering Unmasked Estep 
Score: -29939534.000000 Penalty: 6205.680176
	Iteration 91Q: 3 clusters Score -2.993953e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219176 members 
Mstep: Class 2 contains 52252 members 
Entering Unmasked Estep 
Score: -29939660.000000 Penalty: 6205.680176
	Iteration 92Q: 3 clusters Score -2.993966e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218963 members 
Mstep: Class 2 contains 52465 members 
Entering Unmasked Estep 
Score: -29939690.000000 Penalty: 6205.680176
	Iteration 93Q: 3 clusters Score -2.993969e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218734 members 
Mstep: Class 2 contains 52694 members 
Entering Unmasked Estep 
Score: -29939810.000000 Penalty: 6205.680176
	Iteration 94Q: 3 clusters Score -2.993981e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218485 members 
Mstep: Class 2 contains 52943 members 
Entering Unmasked Estep 
Score: -29939832.000000 Penalty: 6205.680176
	Iteration 95Q: 3 clusters Score -2.993983e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218250 members 
Mstep: Class 2 contains 53178 members 
Entering Unmasked Estep 
Score: -29939994.000000 Penalty: 6205.680176
	Iteration 96Q: 3 clusters Score -2.993999e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218002 members 
Mstep: Class 2 contains 53426 members 
Entering Unmasked Estep 
Score: -29940092.000000 Penalty: 6205.680176
	Iteration 97Q: 3 clusters Score -2.994009e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217775 members 
Mstep: Class 2 contains 53653 members 
Entering Unmasked Estep 
Score: -29940032.000000 Penalty: 6205.680176
	Iteration 98Q: 3 clusters Score -2.994003e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217557 members 
Mstep: Class 2 contains 53871 members 
Entering Unmasked Estep 
Score: -29940184.000000 Penalty: 6205.680176
	Iteration 99Q: 3 clusters Score -2.994018e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217358 members 
Mstep: Class 2 contains 54070 members 
Entering Unmasked Estep 
Score: -29940182.000000 Penalty: 6205.680176
	Iteration 100F: 3 clusters Score -2.994018e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217159 members 
Mstep: Class 2 contains 54269 members 
Entering Unmasked Estep 
Score: -29940238.000000 Penalty: 6205.680176
	Iteration 101Q: 3 clusters Score -2.994024e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216981 members 
Mstep: Class 2 contains 54447 members 
Entering Unmasked Estep 
Score: -29940296.000000 Penalty: 6205.680176
	Iteration 102Q: 3 clusters Score -2.99403e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216792 members 
Mstep: Class 2 contains 54636 members 
Entering Unmasked Estep 
Score: -29940350.000000 Penalty: 6205.680176
	Iteration 103Q: 3 clusters Score -2.994035e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216599 members 
Mstep: Class 2 contains 54829 members 
Entering Unmasked Estep 
Score: -29940428.000000 Penalty: 6205.680176
	Iteration 104Q: 3 clusters Score -2.994043e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216393 members 
Mstep: Class 2 contains 55035 members 
Entering Unmasked Estep 
Score: -29940538.000000 Penalty: 6205.680176
	Iteration 105Q: 3 clusters Score -2.994054e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216213 members 
Mstep: Class 2 contains 55215 members 
Entering Unmasked Estep 
Score: -29940566.000000 Penalty: 6205.680176
	Iteration 106Q: 3 clusters Score -2.994057e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216031 members 
Mstep: Class 2 contains 55397 members 
Entering Unmasked Estep 
Score: -29940666.000000 Penalty: 6205.680176
	Iteration 107Q: 3 clusters Score -2.994067e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215849 members 
Mstep: Class 2 contains 55579 members 
Entering Unmasked Estep 
Score: -29940640.000000 Penalty: 6205.680176
	Iteration 108Q: 3 clusters Score -2.994064e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215653 members 
Mstep: Class 2 contains 55775 members 
Entering Unmasked Estep 
Score: -29940712.000000 Penalty: 6205.680176
	Iteration 109Q: 3 clusters Score -2.994071e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215450 members 
Mstep: Class 2 contains 55978 members 
Entering Unmasked Estep 
Score: -29940730.000000 Penalty: 6205.680176
	Iteration 110Q: 3 clusters Score -2.994073e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215274 members 
Mstep: Class 2 contains 56154 members 
Entering Unmasked Estep 
Score: -29940778.000000 Penalty: 6205.680176
	Iteration 111Q: 3 clusters Score -2.994078e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215083 members 
Mstep: Class 2 contains 56345 members 
Entering Unmasked Estep 
Score: -29940892.000000 Penalty: 6205.680176
	Iteration 112Q: 3 clusters Score -2.994089e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214914 members 
Mstep: Class 2 contains 56514 members 
Entering Unmasked Estep 
Score: -29940904.000000 Penalty: 6205.680176
	Iteration 113Q: 3 clusters Score -2.99409e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214717 members 
Mstep: Class 2 contains 56711 members 
Entering Unmasked Estep 
Score: -29941010.000000 Penalty: 6205.680176
	Iteration 114Q: 3 clusters Score -2.994101e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214525 members 
Mstep: Class 2 contains 56903 members 
Entering Unmasked Estep 
Score: -29941072.000000 Penalty: 6205.680176
	Iteration 115Q: 3 clusters Score -2.994107e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214343 members 
Mstep: Class 2 contains 57085 members 
Entering Unmasked Estep 
Score: -29941130.000000 Penalty: 6205.680176
	Iteration 116Q: 3 clusters Score -2.994113e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214160 members 
Mstep: Class 2 contains 57268 members 
Entering Unmasked Estep 
Score: -29941184.000000 Penalty: 6205.680176
	Iteration 117Q: 3 clusters Score -2.994118e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214000 members 
Mstep: Class 2 contains 57428 members 
Entering Unmasked Estep 
Score: -29941256.000000 Penalty: 6205.680176
	Iteration 118Q: 3 clusters Score -2.994126e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213839 members 
Mstep: Class 2 contains 57589 members 
Entering Unmasked Estep 
Score: -29941234.000000 Penalty: 6205.680176
	Iteration 119Q: 3 clusters Score -2.994123e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213670 members 
Mstep: Class 2 contains 57758 members 
Entering Unmasked Estep 
Score: -29941224.000000 Penalty: 6205.680176
	Iteration 120F: 3 clusters Score -2.994122e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213522 members 
Mstep: Class 2 contains 57906 members 
Entering Unmasked Estep 
Score: -29941324.000000 Penalty: 6205.680176
	Iteration 121Q: 3 clusters Score -2.994132e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213397 members 
Mstep: Class 2 contains 58031 members 
Entering Unmasked Estep 
Score: -29941342.000000 Penalty: 6205.680176
	Iteration 122Q: 3 clusters Score -2.994134e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213257 members 
Mstep: Class 2 contains 58171 members 
Entering Unmasked Estep 
Score: -29941430.000000 Penalty: 6205.680176
	Iteration 123Q: 3 clusters Score -2.994143e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213131 members 
Mstep: Class 2 contains 58297 members 
Entering Unmasked Estep 
Score: -29941386.000000 Penalty: 6205.680176
	Iteration 124Q: 3 clusters Score -2.994139e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212996 members 
Mstep: Class 2 contains 58432 members 
Entering Unmasked Estep 
Score: -29941420.000000 Penalty: 6205.680176
	Iteration 125Q: 3 clusters Score -2.994142e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212854 members 
Mstep: Class 2 contains 58574 members 
Entering Unmasked Estep 
Score: -29941470.000000 Penalty: 6205.680176
	Iteration 126Q: 3 clusters Score -2.994147e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212705 members 
Mstep: Class 2 contains 58723 members 
Entering Unmasked Estep 
Score: -29941578.000000 Penalty: 6205.680176
	Iteration 127Q: 3 clusters Score -2.994158e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212565 members 
Mstep: Class 2 contains 58863 members 
Entering Unmasked Estep 
Score: -29941630.000000 Penalty: 6205.680176
	Iteration 128Q: 3 clusters Score -2.994163e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212436 members 
Mstep: Class 2 contains 58992 members 
Entering Unmasked Estep 
Score: -29941648.000000 Penalty: 6205.680176
	Iteration 129Q: 3 clusters Score -2.994165e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212319 members 
Mstep: Class 2 contains 59109 members 
Entering Unmasked Estep 
Score: -29941692.000000 Penalty: 6205.680176
	Iteration 130Q: 3 clusters Score -2.994169e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212206 members 
Mstep: Class 2 contains 59222 members 
Entering Unmasked Estep 
Score: -29941708.000000 Penalty: 6205.680176
	Iteration 131Q: 3 clusters Score -2.994171e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212115 members 
Mstep: Class 2 contains 59313 members 
Entering Unmasked Estep 
Score: -29941704.000000 Penalty: 6205.680176
	Iteration 132Q: 3 clusters Score -2.99417e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212033 members 
Mstep: Class 2 contains 59395 members 
Entering Unmasked Estep 
Score: -29941736.000000 Penalty: 6205.680176
	Iteration 133Q: 3 clusters Score -2.994174e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211945 members 
Mstep: Class 2 contains 59483 members 
Entering Unmasked Estep 
Score: -29941720.000000 Penalty: 6205.680176
	Iteration 134Q: 3 clusters Score -2.994172e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211842 members 
Mstep: Class 2 contains 59586 members 
Entering Unmasked Estep 
Score: -29941722.000000 Penalty: 6205.680176
	Iteration 135Q: 3 clusters Score -2.994172e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211730 members 
Mstep: Class 2 contains 59698 members 
Entering Unmasked Estep 
Score: -29941796.000000 Penalty: 6205.680176
	Iteration 136Q: 3 clusters Score -2.99418e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211586 members 
Mstep: Class 2 contains 59842 members 
Entering Unmasked Estep 
Score: -29941826.000000 Penalty: 6205.680176
	Iteration 137Q: 3 clusters Score -2.994183e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211442 members 
Mstep: Class 2 contains 59986 members 
Entering Unmasked Estep 
Score: -29941810.000000 Penalty: 6205.680176
	Iteration 138Q: 3 clusters Score -2.994181e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211314 members 
Mstep: Class 2 contains 60114 members 
Entering Unmasked Estep 
Score: -29941818.000000 Penalty: 6205.680176
	Iteration 139Q: 3 clusters Score -2.994182e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211182 members 
Mstep: Class 2 contains 60246 members 
Entering Unmasked Estep 
Score: -29941856.000000 Penalty: 6205.680176
	Iteration 140F: 3 clusters Score -2.994186e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211057 members 
Mstep: Class 2 contains 60371 members 
Entering Unmasked Estep 
Score: -29941924.000000 Penalty: 6205.680176
	Iteration 141Q: 3 clusters Score -2.994192e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210944 members 
Mstep: Class 2 contains 60484 members 
Entering Unmasked Estep 
Score: -29941960.000000 Penalty: 6205.680176
	Iteration 142Q: 3 clusters Score -2.994196e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210835 members 
Mstep: Class 2 contains 60593 members 
Entering Unmasked Estep 
Score: -29942000.000000 Penalty: 6205.680176
	Iteration 143Q: 3 clusters Score -2.9942e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210723 members 
Mstep: Class 2 contains 60705 members 
Entering Unmasked Estep 
Score: -29942040.000000 Penalty: 6205.680176
	Iteration 144Q: 3 clusters Score -2.994204e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210635 members 
Mstep: Class 2 contains 60793 members 
Entering Unmasked Estep 
Score: -29942048.000000 Penalty: 6205.680176
	Iteration 145Q: 3 clusters Score -2.994205e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210564 members 
Mstep: Class 2 contains 60864 members 
Entering Unmasked Estep 
Score: -29942048.000000 Penalty: 6205.680176
	Iteration 146Q: 3 clusters Score -2.994205e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210482 members 
Mstep: Class 2 contains 60946 members 
Entering Unmasked Estep 
Score: -29942074.000000 Penalty: 6205.680176
	Iteration 147Q: 3 clusters Score -2.994207e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210392 members 
Mstep: Class 2 contains 61036 members 
Entering Unmasked Estep 
Score: -29942134.000000 Penalty: 6205.680176
	Iteration 148Q: 3 clusters Score -2.994213e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210291 members 
Mstep: Class 2 contains 61137 members 
Entering Unmasked Estep 
Score: -29942130.000000 Penalty: 6205.680176
	Iteration 149Q: 3 clusters Score -2.994213e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210202 members 
Mstep: Class 2 contains 61226 members 
Entering Unmasked Estep 
Score: -29942142.000000 Penalty: 6205.680176
	Iteration 150Q: 3 clusters Score -2.994214e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210091 members 
Mstep: Class 2 contains 61337 members 
Entering Unmasked Estep 
Score: -29942132.000000 Penalty: 6205.680176
	Iteration 151Q: 3 clusters Score -2.994213e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209987 members 
Mstep: Class 2 contains 61441 members 
Entering Unmasked Estep 
Score: -29942172.000000 Penalty: 6205.680176
	Iteration 152Q: 3 clusters Score -2.994217e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209890 members 
Mstep: Class 2 contains 61538 members 
Entering Unmasked Estep 
Score: -29942168.000000 Penalty: 6205.680176
	Iteration 153Q: 3 clusters Score -2.994217e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209805 members 
Mstep: Class 2 contains 61623 members 
Entering Unmasked Estep 
Score: -29942174.000000 Penalty: 6205.680176
	Iteration 154Q: 3 clusters Score -2.994217e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209713 members 
Mstep: Class 2 contains 61715 members 
Entering Unmasked Estep 
Score: -29942212.000000 Penalty: 6205.680176
	Iteration 155Q: 3 clusters Score -2.994221e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209617 members 
Mstep: Class 2 contains 61811 members 
Entering Unmasked Estep 
Score: -29942208.000000 Penalty: 6205.680176
	Iteration 156Q: 3 clusters Score -2.994221e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209525 members 
Mstep: Class 2 contains 61903 members 
Entering Unmasked Estep 
Score: -29942220.000000 Penalty: 6205.680176
	Iteration 157Q: 3 clusters Score -2.994222e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209416 members 
Mstep: Class 2 contains 62012 members 
Entering Unmasked Estep 
Score: -29942230.000000 Penalty: 6205.680176
	Iteration 158Q: 3 clusters Score -2.994223e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209292 members 
Mstep: Class 2 contains 62136 members 
Entering Unmasked Estep 
Score: -29942280.000000 Penalty: 6205.680176
	Iteration 159Q: 3 clusters Score -2.994228e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209189 members 
Mstep: Class 2 contains 62239 members 
Entering Unmasked Estep 
Score: -29942286.000000 Penalty: 6205.680176
	Iteration 160F: 3 clusters Score -2.994229e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209098 members 
Mstep: Class 2 contains 62330 members 
Entering Unmasked Estep 
Score: -29942346.000000 Penalty: 6205.680176
	Iteration 161Q: 3 clusters Score -2.994235e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209008 members 
Mstep: Class 2 contains 62420 members 
Entering Unmasked Estep 
Score: -29942320.000000 Penalty: 6205.680176
	Iteration 162Q: 3 clusters Score -2.994232e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208924 members 
Mstep: Class 2 contains 62504 members 
Entering Unmasked Estep 
Score: -29942346.000000 Penalty: 6205.680176
	Iteration 163Q: 3 clusters Score -2.994235e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208847 members 
Mstep: Class 2 contains 62581 members 
Entering Unmasked Estep 
Score: -29942340.000000 Penalty: 6205.680176
	Iteration 164Q: 3 clusters Score -2.994234e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208746 members 
Mstep: Class 2 contains 62682 members 
Entering Unmasked Estep 
Score: -29942336.000000 Penalty: 6205.680176
	Iteration 165Q: 3 clusters Score -2.994234e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208624 members 
Mstep: Class 2 contains 62804 members 
Entering Unmasked Estep 
Score: -29942286.000000 Penalty: 6205.680176
	Iteration 166Q: 3 clusters Score -2.994229e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208507 members 
Mstep: Class 2 contains 62921 members 
Entering Unmasked Estep 
Score: -29942286.000000 Penalty: 6205.680176
	Iteration 167Q: 3 clusters Score -2.994229e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208395 members 
Mstep: Class 2 contains 63033 members 
Entering Unmasked Estep 
Score: -29942336.000000 Penalty: 6205.680176
	Iteration 168Q: 3 clusters Score -2.994234e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208279 members 
Mstep: Class 2 contains 63149 members 
Entering Unmasked Estep 
Score: -29942292.000000 Penalty: 6205.680176
	Iteration 169Q: 3 clusters Score -2.994229e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208155 members 
Mstep: Class 2 contains 63273 members 
Entering Unmasked Estep 
Score: -29942292.000000 Penalty: 6205.680176
	Iteration 170Q: 3 clusters Score -2.994229e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208014 members 
Mstep: Class 2 contains 63414 members 
Entering Unmasked Estep 
Score: -29942302.000000 Penalty: 6205.680176
	Iteration 171Q: 3 clusters Score -2.99423e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207852 members 
Mstep: Class 2 contains 63576 members 
Entering Unmasked Estep 
Score: -29942328.000000 Penalty: 6205.680176
	Iteration 172Q: 3 clusters Score -2.994233e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207669 members 
Mstep: Class 2 contains 63759 members 
Entering Unmasked Estep 
Score: -29942326.000000 Penalty: 6205.680176
	Iteration 173Q: 3 clusters Score -2.994233e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207493 members 
Mstep: Class 2 contains 63935 members 
Entering Unmasked Estep 
Score: -29942384.000000 Penalty: 6205.680176
	Iteration 174Q: 3 clusters Score -2.994238e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207330 members 
Mstep: Class 2 contains 64098 members 
Entering Unmasked Estep 
Score: -29942362.000000 Penalty: 6205.680176
	Iteration 175Q: 3 clusters Score -2.994236e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207153 members 
Mstep: Class 2 contains 64275 members 
Entering Unmasked Estep 
Score: -29942320.000000 Penalty: 6205.680176
	Iteration 176Q: 3 clusters Score -2.994232e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206953 members 
Mstep: Class 2 contains 64475 members 
Entering Unmasked Estep 
Score: -29942300.000000 Penalty: 6205.680176
	Iteration 177Q: 3 clusters Score -2.99423e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206706 members 
Mstep: Class 2 contains 64722 members 
Entering Unmasked Estep 
Score: -29942310.000000 Penalty: 6205.680176
	Iteration 178Q: 3 clusters Score -2.994231e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206445 members 
Mstep: Class 2 contains 64983 members 
Entering Unmasked Estep 
Score: -29942386.000000 Penalty: 6205.680176
	Iteration 179Q: 3 clusters Score -2.994239e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206172 members 
Mstep: Class 2 contains 65256 members 
Entering Unmasked Estep 
Score: -29942414.000000 Penalty: 6205.680176
	Iteration 180F: 3 clusters Score -2.994241e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205899 members 
Mstep: Class 2 contains 65529 members 
Entering Unmasked Estep 
Score: -29942450.000000 Penalty: 6205.680176
	Iteration 181Q: 3 clusters Score -2.994245e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205611 members 
Mstep: Class 2 contains 65817 members 
Entering Unmasked Estep 
Score: -29942462.000000 Penalty: 6205.680176
	Iteration 182Q: 3 clusters Score -2.994246e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205313 members 
Mstep: Class 2 contains 66115 members 
Entering Unmasked Estep 
Score: -29942620.000000 Penalty: 6205.680176
	Iteration 183Q: 3 clusters Score -2.994262e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205018 members 
Mstep: Class 2 contains 66410 members 
Entering Unmasked Estep 
Score: -29942640.000000 Penalty: 6205.680176
	Iteration 184Q: 3 clusters Score -2.994264e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204715 members 
Mstep: Class 2 contains 66713 members 
Entering Unmasked Estep 
Score: -29942724.000000 Penalty: 6205.680176
	Iteration 185Q: 3 clusters Score -2.994272e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204392 members 
Mstep: Class 2 contains 67036 members 
Entering Unmasked Estep 
Score: -29942826.000000 Penalty: 6205.680176
	Iteration 186Q: 3 clusters Score -2.994283e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204055 members 
Mstep: Class 2 contains 67373 members 
Entering Unmasked Estep 
Score: -29942838.000000 Penalty: 6205.680176
	Iteration 187Q: 3 clusters Score -2.994284e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203709 members 
Mstep: Class 2 contains 67719 members 
Entering Unmasked Estep 
Score: -29942814.000000 Penalty: 6205.680176
	Iteration 188Q: 3 clusters Score -2.994281e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203320 members 
Mstep: Class 2 contains 68108 members 
Entering Unmasked Estep 
Score: -29942790.000000 Penalty: 6205.680176
	Iteration 189Q: 3 clusters Score -2.994279e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202905 members 
Mstep: Class 2 contains 68523 members 
Entering Unmasked Estep 
Score: -29942824.000000 Penalty: 6205.680176
	Iteration 190Q: 3 clusters Score -2.994282e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202480 members 
Mstep: Class 2 contains 68948 members 
Entering Unmasked Estep 
Score: -29942848.000000 Penalty: 6205.680176
	Iteration 191Q: 3 clusters Score -2.994285e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201998 members 
Mstep: Class 2 contains 69430 members 
Entering Unmasked Estep 
Score: -29942970.000000 Penalty: 6205.680176
	Iteration 192Q: 3 clusters Score -2.994297e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201485 members 
Mstep: Class 2 contains 69943 members 
Entering Unmasked Estep 
Score: -29942994.000000 Penalty: 6205.680176
	Iteration 193Q: 3 clusters Score -2.994299e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200964 members 
Mstep: Class 2 contains 70464 members 
Entering Unmasked Estep 
Score: -29943098.000000 Penalty: 6205.680176
	Iteration 194Q: 3 clusters Score -2.99431e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200428 members 
Mstep: Class 2 contains 71000 members 
Entering Unmasked Estep 
Score: -29943048.000000 Penalty: 6205.680176
	Iteration 195Q: 3 clusters Score -2.994305e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199845 members 
Mstep: Class 2 contains 71583 members 
Entering Unmasked Estep 
Score: -29943140.000000 Penalty: 6205.680176
	Iteration 196Q: 3 clusters Score -2.994314e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199193 members 
Mstep: Class 2 contains 72235 members 
Entering Unmasked Estep 
Score: -29943204.000000 Penalty: 6205.680176
	Iteration 197Q: 3 clusters Score -2.99432e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198453 members 
Mstep: Class 2 contains 72975 members 
Entering Unmasked Estep 
Score: -29943256.000000 Penalty: 6205.680176
	Iteration 198Q: 3 clusters Score -2.994326e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197665 members 
Mstep: Class 2 contains 73763 members 
Entering Unmasked Estep 
Score: -29943400.000000 Penalty: 6205.680176
	Iteration 199Q: 3 clusters Score -2.99434e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196889 members 
Mstep: Class 2 contains 74539 members 
Entering Unmasked Estep 
Score: -29943336.000000 Penalty: 6205.680176
	Iteration 200F: 3 clusters Score -2.994334e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196062 members 
Mstep: Class 2 contains 75366 members 
Entering Unmasked Estep 
Score: -29943568.000000 Penalty: 6205.680176
	Iteration 201Q: 3 clusters Score -2.994357e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195190 members 
Mstep: Class 2 contains 76238 members 
Entering Unmasked Estep 
Score: -29943828.000000 Penalty: 6205.680176
	Iteration 202Q: 3 clusters Score -2.994383e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194236 members 
Mstep: Class 2 contains 77192 members 
Entering Unmasked Estep 
Score: -29943970.000000 Penalty: 6205.680176
	Iteration 203Q: 3 clusters Score -2.994397e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193284 members 
Mstep: Class 2 contains 78144 members 
Entering Unmasked Estep 
Score: -29944176.000000 Penalty: 6205.680176
	Iteration 204Q: 3 clusters Score -2.994418e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192187 members 
Mstep: Class 2 contains 79241 members 
Entering Unmasked Estep 
Score: -29944372.000000 Penalty: 6205.680176
	Iteration 205Q: 3 clusters Score -2.994437e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191033 members 
Mstep: Class 2 contains 80395 members 
Entering Unmasked Estep 
Score: -29944836.000000 Penalty: 6205.680176
	Iteration 206Q: 3 clusters Score -2.994484e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189785 members 
Mstep: Class 2 contains 81643 members 
Entering Unmasked Estep 
Score: -29945076.000000 Penalty: 6205.680176
	Iteration 207Q: 3 clusters Score -2.994508e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188484 members 
Mstep: Class 2 contains 82944 members 
Entering Unmasked Estep 
Score: -29945340.000000 Penalty: 6205.680176
	Iteration 208Q: 3 clusters Score -2.994534e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187092 members 
Mstep: Class 2 contains 84336 members 
Entering Unmasked Estep 
Score: -29945884.000000 Penalty: 6205.680176
	Iteration 209Q: 3 clusters Score -2.994588e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185629 members 
Mstep: Class 2 contains 85799 members 
Entering Unmasked Estep 
Score: -29946214.000000 Penalty: 6205.680176
	Iteration 210Q: 3 clusters Score -2.994621e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183979 members 
Mstep: Class 2 contains 87449 members 
Entering Unmasked Estep 
Score: -29946702.000000 Penalty: 6205.680176
	Iteration 211Q: 3 clusters Score -2.99467e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182156 members 
Mstep: Class 2 contains 89272 members 
Entering Unmasked Estep 
Score: -29947472.000000 Penalty: 6205.680176
	Iteration 212Q: 3 clusters Score -2.994747e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180116 members 
Mstep: Class 2 contains 91312 members 
Entering Unmasked Estep 
Score: -29948078.000000 Penalty: 6205.680176
	Iteration 213Q: 3 clusters Score -2.994808e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177818 members 
Mstep: Class 2 contains 93610 members 
Entering Unmasked Estep 
Score: -29948712.000000 Penalty: 6205.680176
	Iteration 214Q: 3 clusters Score -2.994871e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175282 members 
Mstep: Class 2 contains 96146 members 
Entering Unmasked Estep 
Score: -29949582.000000 Penalty: 6205.680176
	Iteration 215Q: 3 clusters Score -2.994958e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172367 members 
Mstep: Class 2 contains 99061 members 
Entering Unmasked Estep 
Score: -29950796.000000 Penalty: 6205.680176
	Iteration 216Q: 3 clusters Score -2.99508e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169144 members 
Mstep: Class 2 contains 102284 members 
Entering Unmasked Estep 
Score: -29952162.000000 Penalty: 6205.680176
	Iteration 217Q: 3 clusters Score -2.995216e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165617 members 
Mstep: Class 2 contains 105811 members 
Entering Unmasked Estep 
Score: -29953840.000000 Penalty: 6205.680176
	Iteration 218Q: 3 clusters Score -2.995384e+07 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161782 members 
Mstep: Class 2 contains 109646 members 
Entering Unmasked Estep 
Score: -29955268.000000 Penalty: 6205.680176
	Iteration 219Q: 3 clusters Score -2.995527e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157641 members 
Mstep: Class 2 contains 113787 members 
Entering Unmasked Estep 
Score: -29956958.000000 Penalty: 6205.680176
	Iteration 220F: 3 clusters Score -2.995696e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153403 members 
Mstep: Class 2 contains 118025 members 
Entering Unmasked Estep 
Score: -29958732.000000 Penalty: 6205.680176
	Iteration 221Q: 3 clusters Score -2.995873e+07 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148871 members 
Mstep: Class 2 contains 122557 members 
Entering Unmasked Estep 
Score: -29960618.000000 Penalty: 6205.680176
	Iteration 222Q: 3 clusters Score -2.996062e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143961 members 
Mstep: Class 2 contains 127467 members 
Entering Unmasked Estep 
Score: -29962842.000000 Penalty: 6205.680176
	Iteration 223Q: 3 clusters Score -2.996284e+07 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138595 members 
Mstep: Class 2 contains 132833 members 
Entering Unmasked Estep 
Score: -29965282.000000 Penalty: 6205.680176
	Iteration 224Q: 3 clusters Score -2.996528e+07 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133003 members 
Mstep: Class 2 contains 138425 members 
Entering Unmasked Estep 
Score: -29967732.000000 Penalty: 6205.680176
	Iteration 225Q: 3 clusters Score -2.996773e+07 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127283 members 
Mstep: Class 2 contains 144145 members 
Entering Unmasked Estep 
Score: -29970334.000000 Penalty: 6205.680176
	Iteration 226Q: 3 clusters Score -2.997033e+07 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121550 members 
Mstep: Class 2 contains 149878 members 
Entering Unmasked Estep 
Score: -29972924.000000 Penalty: 6205.680176
	Iteration 227Q: 3 clusters Score -2.997292e+07 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115914 members 
Mstep: Class 2 contains 155514 members 
Entering Unmasked Estep 
Score: -29975698.000000 Penalty: 6205.680176
	Iteration 228Q: 3 clusters Score -2.99757e+07 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110580 members 
Mstep: Class 2 contains 160848 members 
Entering Unmasked Estep 
Score: -29977770.000000 Penalty: 6205.680176
	Iteration 229Q: 3 clusters Score -2.997777e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105589 members 
Mstep: Class 2 contains 165839 members 
Entering Unmasked Estep 
Score: -29979216.000000 Penalty: 6205.680176
	Iteration 230Q: 3 clusters Score -2.997922e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101323 members 
Mstep: Class 2 contains 170105 members 
Entering Unmasked Estep 
Score: -29980176.000000 Penalty: 6205.680176
	Iteration 231Q: 3 clusters Score -2.998018e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97803 members 
Mstep: Class 2 contains 173625 members 
Entering Unmasked Estep 
Score: -29980574.000000 Penalty: 6205.680176
	Iteration 232Q: 3 clusters Score -2.998057e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94942 members 
Mstep: Class 2 contains 176486 members 
Entering Unmasked Estep 
Score: -29980842.000000 Penalty: 6205.680176
	Iteration 233Q: 3 clusters Score -2.998084e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92642 members 
Mstep: Class 2 contains 178786 members 
Entering Unmasked Estep 
Score: -29981024.000000 Penalty: 6205.680176
	Iteration 234Q: 3 clusters Score -2.998102e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90887 members 
Mstep: Class 2 contains 180541 members 
Entering Unmasked Estep 
Score: -29980850.000000 Penalty: 6205.680176
	Iteration 235Q: 3 clusters Score -2.998085e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89465 members 
Mstep: Class 2 contains 181963 members 
Entering Unmasked Estep 
Score: -29980780.000000 Penalty: 6205.680176
	Iteration 236Q: 3 clusters Score -2.998078e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88293 members 
Mstep: Class 2 contains 183135 members 
Entering Unmasked Estep 
Score: -29980564.000000 Penalty: 6205.680176
	Iteration 237Q: 3 clusters Score -2.998056e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87419 members 
Mstep: Class 2 contains 184009 members 
Entering Unmasked Estep 
Score: -29980374.000000 Penalty: 6205.680176
	Iteration 238Q: 3 clusters Score -2.998037e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86687 members 
Mstep: Class 2 contains 184741 members 
Entering Unmasked Estep 
Score: -29980146.000000 Penalty: 6205.680176
	Iteration 239Q: 3 clusters Score -2.998015e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86128 members 
Mstep: Class 2 contains 185300 members 
Entering Unmasked Estep 
Score: -29980274.000000 Penalty: 6205.680176
	Iteration 240F: 3 clusters Score -2.998027e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85435 members 
Mstep: Class 2 contains 185993 members 
Entering Unmasked Estep 
Score: -29980152.000000 Penalty: 6205.680176
	Iteration 241Q: 3 clusters Score -2.998015e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84910 members 
Mstep: Class 2 contains 186518 members 
Entering Unmasked Estep 
Score: -29979960.000000 Penalty: 6205.680176
	Iteration 242Q: 3 clusters Score -2.997996e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84480 members 
Mstep: Class 2 contains 186948 members 
Entering Unmasked Estep 
Score: -29979840.000000 Penalty: 6205.680176
	Iteration 243Q: 3 clusters Score -2.997984e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84147 members 
Mstep: Class 2 contains 187281 members 
Entering Unmasked Estep 
Score: -29979798.000000 Penalty: 6205.680176
	Iteration 244Q: 3 clusters Score -2.99798e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83896 members 
Mstep: Class 2 contains 187532 members 
Entering Unmasked Estep 
Score: -29979786.000000 Penalty: 6205.680176
	Iteration 245Q: 3 clusters Score -2.997979e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83685 members 
Mstep: Class 2 contains 187743 members 
Entering Unmasked Estep 
Score: -29979750.000000 Penalty: 6205.680176
	Iteration 246Q: 3 clusters Score -2.997975e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83522 members 
Mstep: Class 2 contains 187906 members 
Entering Unmasked Estep 
Score: -29979698.000000 Penalty: 6205.680176
	Iteration 247Q: 3 clusters Score -2.99797e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83403 members 
Mstep: Class 2 contains 188025 members 
Entering Unmasked Estep 
Score: -29979676.000000 Penalty: 6205.680176
	Iteration 248Q: 3 clusters Score -2.997968e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83315 members 
Mstep: Class 2 contains 188113 members 
Entering Unmasked Estep 
Score: -29979670.000000 Penalty: 6205.680176
	Iteration 249Q: 3 clusters Score -2.997967e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83244 members 
Mstep: Class 2 contains 188184 members 
Entering Unmasked Estep 
Score: -29979642.000000 Penalty: 6205.680176
	Iteration 250Q: 3 clusters Score -2.997964e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83187 members 
Mstep: Class 2 contains 188241 members 
Entering Unmasked Estep 
Score: -29979578.000000 Penalty: 6205.680176
	Iteration 251Q: 3 clusters Score -2.997958e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83145 members 
Mstep: Class 2 contains 188283 members 
Entering Unmasked Estep 
Score: -29979590.000000 Penalty: 6205.680176
	Iteration 252Q: 3 clusters Score -2.997959e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83093 members 
Mstep: Class 2 contains 188335 members 
Entering Unmasked Estep 
Score: -29979554.000000 Penalty: 6205.680176
	Iteration 253Q: 3 clusters Score -2.997955e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83048 members 
Mstep: Class 2 contains 188380 members 
Entering Unmasked Estep 
Score: -29979558.000000 Penalty: 6205.680176
	Iteration 254Q: 3 clusters Score -2.997956e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83016 members 
Mstep: Class 2 contains 188412 members 
Entering Unmasked Estep 
Score: -29979522.000000 Penalty: 6205.680176
	Iteration 255Q: 3 clusters Score -2.997952e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82992 members 
Mstep: Class 2 contains 188436 members 
Entering Unmasked Estep 
Score: -29979546.000000 Penalty: 6205.680176
	Iteration 256Q: 3 clusters Score -2.997955e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82966 members 
Mstep: Class 2 contains 188462 members 
Entering Unmasked Estep 
Score: -29979610.000000 Penalty: 6205.680176
	Iteration 257Q: 3 clusters Score -2.997961e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82944 members 
Mstep: Class 2 contains 188484 members 
Entering Unmasked Estep 
Score: -29979630.000000 Penalty: 6205.680176
	Iteration 258Q: 3 clusters Score -2.997963e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82926 members 
Mstep: Class 2 contains 188502 members 
Entering Unmasked Estep 
Score: -29979588.000000 Penalty: 6205.680176
	Iteration 259Q: 3 clusters Score -2.997959e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82915 members 
Mstep: Class 2 contains 188513 members 
Entering Unmasked Estep 
Score: -29979580.000000 Penalty: 6205.680176
	Iteration 260F: 3 clusters Score -2.997958e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82907 members 
Mstep: Class 2 contains 188521 members 
Entering Unmasked Estep 
Score: -29979584.000000 Penalty: 6205.680176
	Iteration 261Q: 3 clusters Score -2.997958e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82898 members 
Mstep: Class 2 contains 188530 members 
Entering Unmasked Estep 
Score: -29979568.000000 Penalty: 6205.680176
	Iteration 262Q: 3 clusters Score -2.997957e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82890 members 
Mstep: Class 2 contains 188538 members 
Entering Unmasked Estep 
Score: -29979596.000000 Penalty: 6205.680176
	Iteration 263Q: 3 clusters Score -2.99796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82888 members 
Mstep: Class 2 contains 188540 members 
Entering Unmasked Estep 
Score: -29979606.000000 Penalty: 6205.680176
	Iteration 264Q: 3 clusters Score -2.997961e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82885 members 
Mstep: Class 2 contains 188543 members 
Entering Unmasked Estep 
Score: -29979584.000000 Penalty: 6205.680176
	Iteration 265Q: 3 clusters Score -2.997958e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82877 members 
Mstep: Class 2 contains 188551 members 
Entering Unmasked Estep 
Score: -29979562.000000 Penalty: 6205.680176
	Iteration 266Q: 3 clusters Score -2.997956e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82869 members 
Mstep: Class 2 contains 188559 members 
Entering Unmasked Estep 
Score: -29979592.000000 Penalty: 6205.680176
	Iteration 267Q: 3 clusters Score -2.997959e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82867 members 
Mstep: Class 2 contains 188561 members 
Entering Unmasked Estep 
Score: -29979572.000000 Penalty: 6205.680176
	Iteration 268Q: 3 clusters Score -2.997957e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82865 members 
Mstep: Class 2 contains 188563 members 
Entering Unmasked Estep 
Score: -29979594.000000 Penalty: 6205.680176
	Iteration 269Q: 3 clusters Score -2.997959e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82859 members 
Mstep: Class 2 contains 188569 members 
Entering Unmasked Estep 
Score: -29979582.000000 Penalty: 6205.680176
	Iteration 270Q: 3 clusters Score -2.997958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82856 members 
Mstep: Class 2 contains 188572 members 
Entering Unmasked Estep 
Score: -29979600.000000 Penalty: 6205.680176
	Iteration 271Q: 3 clusters Score -2.99796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82851 members 
Mstep: Class 2 contains 188577 members 
Entering Unmasked Estep 
Score: -29979578.000000 Penalty: 6205.680176
	Iteration 272Q: 3 clusters Score -2.997958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82846 members 
Mstep: Class 2 contains 188582 members 
Entering Unmasked Estep 
Score: -29979570.000000 Penalty: 6205.680176
	Iteration 273Q: 3 clusters Score -2.997957e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82842 members 
Mstep: Class 2 contains 188586 members 
Entering Unmasked Estep 
Score: -29979558.000000 Penalty: 6205.680176
	Iteration 274Q: 3 clusters Score -2.997956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82839 members 
Mstep: Class 2 contains 188589 members 
Entering Unmasked Estep 
Score: -29979548.000000 Penalty: 6205.680176
	Iteration 275Q: 3 clusters Score -2.997955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82837 members 
Mstep: Class 2 contains 188591 members 
Entering Unmasked Estep 
Score: -29979576.000000 Penalty: 6205.680176
	Iteration 276Q: 3 clusters Score -2.997958e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82837 members 
Mstep: Class 2 contains 188591 members 
Entering Unmasked Estep 
Score: -29979576.000000 Penalty: 6205.680176
	Iteration 277F: 3 clusters Score -2.997958e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 82837 members 
Mstep: Class 2 contains 27107 members 
Mstep: Class 3 contains 23496 members 
Mstep: Class 4 contains 4145 members 
Mstep: Class 5 contains 9780 members 
Mstep: Class 6 contains 167720 members 
Mstep: Class 7 contains 11347 members 
Mstep: Class 8 contains 11444 members 
Mstep: Class 9 contains 188591 members 
Mstep: Class 10 contains 38758 members 
Mstep: Class 11 contains 64881 members 
Mstep: Class 12 contains 45697 members 
Mstep: Class 13 contains 46589 members 
Mstep: Class 14 contains 84076 members 
Mstep: Class 15 contains 13320 members 
Mstep: Class 16 contains 54870 members 
Mstep: Class 17 contains 38868 members 
Mstep: Class 18 contains 161533 members 
Mstep: Class 19 contains 29102 members 
Entering Unmasked Estep 
Score: -114708312.000000 Penalty: 65566.625000
Splitting cluster 1 changes total score from -114639240.000000 to -114708312.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 2 (27107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Entering Unmasked Estep 
Score: -2517629.000000 Penalty: 2531.471680
	Iteration 0F: 2 clusters Score -2517629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -2499206.750000 Penalty: 5062.943359
	Iteration 0F: 3 clusters Score -2499207 nChanged 12172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -2508489.000000 Penalty: 5062.943359
	Iteration 1F: 3 clusters Score -2508489 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -2512654.250000 Penalty: 5062.943359
	Iteration 2F: 3 clusters Score -2512654 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -2516069.500000 Penalty: 5062.943359
	Iteration 3F: 3 clusters Score -2516070 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -2518259.250000 Penalty: 5062.943359
	Iteration 4F: 3 clusters Score -2518259 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -2519426.250000 Penalty: 5062.943359
	Iteration 5F: 3 clusters Score -2519426 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -2520042.500000 Penalty: 5062.943359
	Iteration 6Q: 3 clusters Score -2520042 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -2520369.000000 Penalty: 5062.943359
	Iteration 7Q: 3 clusters Score -2520369 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -2520610.500000 Penalty: 5062.943359
	Iteration 8Q: 3 clusters Score -2520610 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2520798.750000 Penalty: 5062.943359
	Iteration 9Q: 3 clusters Score -2520799 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -2520924.750000 Penalty: 5062.943359
	Iteration 10Q: 3 clusters Score -2520925 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -2521000.000000 Penalty: 5062.943359
	Iteration 11Q: 3 clusters Score -2521000 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -2521042.500000 Penalty: 5062.943359
	Iteration 12Q: 3 clusters Score -2521042 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -2521066.500000 Penalty: 5062.943359
	Iteration 13Q: 3 clusters Score -2521066 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -2521083.750000 Penalty: 5062.943359
	Iteration 14Q: 3 clusters Score -2521084 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -2521103.000000 Penalty: 5062.943359
	Iteration 15Q: 3 clusters Score -2521103 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -2521114.250000 Penalty: 5062.943359
	Iteration 16Q: 3 clusters Score -2521114 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -2521117.250000 Penalty: 5062.943359
	Iteration 17Q: 3 clusters Score -2521117 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -2521134.500000 Penalty: 5062.943359
	Iteration 18Q: 3 clusters Score -2521134 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -2521144.000000 Penalty: 5062.943359
	Iteration 19Q: 3 clusters Score -2521144 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -2521142.750000 Penalty: 5062.943359
	Iteration 20F: 3 clusters Score -2521143 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -2521135.750000 Penalty: 5062.943359
	Iteration 21Q: 3 clusters Score -2521136 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -2521147.000000 Penalty: 5062.943359
	Iteration 22Q: 3 clusters Score -2521147 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -2521152.000000 Penalty: 5062.943359
	Iteration 23Q: 3 clusters Score -2521152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -2521153.000000 Penalty: 5062.943359
	Iteration 24Q: 3 clusters Score -2521153 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -2521163.250000 Penalty: 5062.943359
	Iteration 25Q: 3 clusters Score -2521163 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -2521152.750000 Penalty: 5062.943359
	Iteration 26Q: 3 clusters Score -2521153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -2521153.750000 Penalty: 5062.943359
	Iteration 27Q: 3 clusters Score -2521154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -2521148.000000 Penalty: 5062.943359
	Iteration 28Q: 3 clusters Score -2521148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -2521148.000000 Penalty: 5062.943359
	Iteration 29Q: 3 clusters Score -2521148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -2521150.000000 Penalty: 5062.943359
	Iteration 30Q: 3 clusters Score -2521150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -2521149.250000 Penalty: 5062.943359
	Iteration 31Q: 3 clusters Score -2521149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -2521150.250000 Penalty: 5062.943359
	Iteration 32Q: 3 clusters Score -2521150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -2521150.000000 Penalty: 5062.943359
	Iteration 33Q: 3 clusters Score -2521150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -2521156.000000 Penalty: 5062.943359
	Iteration 34Q: 3 clusters Score -2521156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -2521155.500000 Penalty: 5062.943359
	Iteration 35Q: 3 clusters Score -2521156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -2521157.000000 Penalty: 5062.943359
	Iteration 36Q: 3 clusters Score -2521157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -2521158.500000 Penalty: 5062.943359
	Iteration 37Q: 3 clusters Score -2521158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -2521155.250000 Penalty: 5062.943359
	Iteration 38Q: 3 clusters Score -2521155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -2521156.250000 Penalty: 5062.943359
	Iteration 39Q: 3 clusters Score -2521156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -2521159.750000 Penalty: 5062.943359
	Iteration 40F: 3 clusters Score -2521160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 82837 members 
Mstep: Class 2 contains 14485 members 
Mstep: Class 3 contains 23496 members 
Mstep: Class 4 contains 4145 members 
Mstep: Class 5 contains 9780 members 
Mstep: Class 6 contains 167720 members 
Mstep: Class 7 contains 11347 members 
Mstep: Class 8 contains 11444 members 
Mstep: Class 9 contains 188591 members 
Mstep: Class 10 contains 38758 members 
Mstep: Class 11 contains 64881 members 
Mstep: Class 12 contains 45697 members 
Mstep: Class 13 contains 46589 members 
Mstep: Class 14 contains 84076 members 
Mstep: Class 15 contains 13320 members 
Mstep: Class 16 contains 54870 members 
Mstep: Class 17 contains 38868 members 
Mstep: Class 18 contains 161533 members 
Mstep: Class 19 contains 29102 members 
Mstep: Class 20 contains 12622 members 
Entering Unmasked Estep 
Score: -114710568.000000 Penalty: 69017.500000
Splitting cluster 2 changes total score from -114639240.000000 to -114710568.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 3 (23496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Entering Unmasked Estep 
Score: -2341173.750000 Penalty: 2496.017334
	Iteration 0F: 2 clusters Score -2341174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -2324847.250000 Penalty: 4992.034668
	Iteration 0F: 3 clusters Score -2324847 nChanged 10410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -2330640.750000 Penalty: 4992.034668
	Iteration 1F: 3 clusters Score -2330641 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -2331400.000000 Penalty: 4992.034668
	Iteration 2F: 3 clusters Score -2331400 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -2332369.250000 Penalty: 4992.034668
	Iteration 3F: 3 clusters Score -2332369 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -2333589.750000 Penalty: 4992.034668
	Iteration 4F: 3 clusters Score -2333590 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -2334851.500000 Penalty: 4992.034668
	Iteration 5F: 3 clusters Score -2334852 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -2335847.500000 Penalty: 4992.034668
	Iteration 6F: 3 clusters Score -2335848 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2336554.500000 Penalty: 4992.034668
	Iteration 7F: 3 clusters Score -2336554 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -2337069.750000 Penalty: 4992.034668
	Iteration 8Q: 3 clusters Score -2337070 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -2337462.000000 Penalty: 4992.034668
	Iteration 9Q: 3 clusters Score -2337462 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -2337757.000000 Penalty: 4992.034668
	Iteration 10Q: 3 clusters Score -2337757 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -2338008.000000 Penalty: 4992.034668
	Iteration 11Q: 3 clusters Score -2338008 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -2338167.750000 Penalty: 4992.034668
	Iteration 12Q: 3 clusters Score -2338168 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -2338307.000000 Penalty: 4992.034668
	Iteration 13Q: 3 clusters Score -2338307 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -2338434.500000 Penalty: 4992.034668
	Iteration 14Q: 3 clusters Score -2338434 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -2338557.750000 Penalty: 4992.034668
	Iteration 15Q: 3 clusters Score -2338558 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -2338667.250000 Penalty: 4992.034668
	Iteration 16Q: 3 clusters Score -2338667 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -2338778.500000 Penalty: 4992.034668
	Iteration 17Q: 3 clusters Score -2338778 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2338876.750000 Penalty: 4992.034668
	Iteration 18Q: 3 clusters Score -2338877 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -2338942.750000 Penalty: 4992.034668
	Iteration 19Q: 3 clusters Score -2338943 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -2338993.250000 Penalty: 4992.034668
	Iteration 20F: 3 clusters Score -2338993 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -2339039.500000 Penalty: 4992.034668
	Iteration 21Q: 3 clusters Score -2339040 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -2339081.000000 Penalty: 4992.034668
	Iteration 22Q: 3 clusters Score -2339081 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -2339123.250000 Penalty: 4992.034668
	Iteration 23Q: 3 clusters Score -2339123 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -2339142.500000 Penalty: 4992.034668
	Iteration 24Q: 3 clusters Score -2339142 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -2339163.250000 Penalty: 4992.034668
	Iteration 25Q: 3 clusters Score -2339163 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -2339197.000000 Penalty: 4992.034668
	Iteration 26Q: 3 clusters Score -2339197 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -2339215.750000 Penalty: 4992.034668
	Iteration 27Q: 3 clusters Score -2339216 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -2339235.250000 Penalty: 4992.034668
	Iteration 28Q: 3 clusters Score -2339235 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -2339267.750000 Penalty: 4992.034668
	Iteration 29Q: 3 clusters Score -2339268 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2339295.750000 Penalty: 4992.034668
	Iteration 30Q: 3 clusters Score -2339296 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -2339315.250000 Penalty: 4992.034668
	Iteration 31Q: 3 clusters Score -2339315 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -2339346.750000 Penalty: 4992.034668
	Iteration 32Q: 3 clusters Score -2339347 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2339384.000000 Penalty: 4992.034668
	Iteration 33Q: 3 clusters Score -2339384 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -2339420.000000 Penalty: 4992.034668
	Iteration 34Q: 3 clusters Score -2339420 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -2339468.750000 Penalty: 4992.034668
	Iteration 35Q: 3 clusters Score -2339469 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -2339506.250000 Penalty: 4992.034668
	Iteration 36Q: 3 clusters Score -2339506 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -2339547.500000 Penalty: 4992.034668
	Iteration 37Q: 3 clusters Score -2339548 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -2339595.250000 Penalty: 4992.034668
	Iteration 38Q: 3 clusters Score -2339595 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -2339641.750000 Penalty: 4992.034668
	Iteration 39Q: 3 clusters Score -2339642 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -2339675.250000 Penalty: 4992.034668
	Iteration 40F: 3 clusters Score -2339675 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -2339708.750000 Penalty: 4992.034668
	Iteration 41Q: 3 clusters Score -2339709 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -2339747.500000 Penalty: 4992.034668
	Iteration 42Q: 3 clusters Score -2339748 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -2339782.000000 Penalty: 4992.034668
	Iteration 43Q: 3 clusters Score -2339782 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -2339816.750000 Penalty: 4992.034668
	Iteration 44Q: 3 clusters Score -2339817 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -2339830.250000 Penalty: 4992.034668
	Iteration 45Q: 3 clusters Score -2339830 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -2339865.500000 Penalty: 4992.034668
	Iteration 46Q: 3 clusters Score -2339866 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -2339893.500000 Penalty: 4992.034668
	Iteration 47Q: 3 clusters Score -2339894 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -2339927.250000 Penalty: 4992.034668
	Iteration 48Q: 3 clusters Score -2339927 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -2339964.750000 Penalty: 4992.034668
	Iteration 49Q: 3 clusters Score -2339965 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -2340006.000000 Penalty: 4992.034668
	Iteration 50Q: 3 clusters Score -2340006 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -2340019.500000 Penalty: 4992.034668
	Iteration 51Q: 3 clusters Score -2340020 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -2340058.500000 Penalty: 4992.034668
	Iteration 52Q: 3 clusters Score -2340058 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -2340080.750000 Penalty: 4992.034668
	Iteration 53Q: 3 clusters Score -2340081 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -2340098.750000 Penalty: 4992.034668
	Iteration 54Q: 3 clusters Score -2340099 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -2340119.250000 Penalty: 4992.034668
	Iteration 55Q: 3 clusters Score -2340119 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -2340150.250000 Penalty: 4992.034668
	Iteration 56Q: 3 clusters Score -2340150 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -2340169.750000 Penalty: 4992.034668
	Iteration 57Q: 3 clusters Score -2340170 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -2340213.750000 Penalty: 4992.034668
	Iteration 58Q: 3 clusters Score -2340214 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -2340249.500000 Penalty: 4992.034668
	Iteration 59Q: 3 clusters Score -2340250 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -2340310.000000 Penalty: 4992.034668
	Iteration 60F: 3 clusters Score -2340310 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -2340382.250000 Penalty: 4992.034668
	Iteration 61Q: 3 clusters Score -2340382 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -2340478.500000 Penalty: 4992.034668
	Iteration 62Q: 3 clusters Score -2340478 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -2340604.250000 Penalty: 4992.034668
	Iteration 63Q: 3 clusters Score -2340604 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -2340788.500000 Penalty: 4992.034668
	Iteration 64Q: 3 clusters Score -2340788 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -2340968.250000 Penalty: 4992.034668
	Iteration 65Q: 3 clusters Score -2340968 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -2341083.250000 Penalty: 4992.034668
	Iteration 66Q: 3 clusters Score -2341083 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -2341135.000000 Penalty: 4992.034668
	Iteration 67Q: 3 clusters Score -2341135 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -2341180.750000 Penalty: 4992.034668
	Iteration 68Q: 3 clusters Score -2341181 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -2341218.000000 Penalty: 4992.034668
	Iteration 69Q: 3 clusters Score -2341218 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -2341250.250000 Penalty: 4992.034668
	Iteration 70Q: 3 clusters Score -2341250 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -2341292.000000 Penalty: 4992.034668
	Iteration 71Q: 3 clusters Score -2341292 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -2341345.500000 Penalty: 4992.034668
	Iteration 72Q: 3 clusters Score -2341346 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -2341386.500000 Penalty: 4992.034668
	Iteration 73Q: 3 clusters Score -2341386 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -2341443.000000 Penalty: 4992.034668
	Iteration 74Q: 3 clusters Score -2341443 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -2341500.750000 Penalty: 4992.034668
	Iteration 75Q: 3 clusters Score -2341501 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -2341617.250000 Penalty: 4992.034668
	Iteration 76Q: 3 clusters Score -2341617 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -2341734.750000 Penalty: 4992.034668
	Iteration 77Q: 3 clusters Score -2341735 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -2341861.750000 Penalty: 4992.034668
	Iteration 78Q: 3 clusters Score -2341862 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -2342002.250000 Penalty: 4992.034668
	Iteration 79Q: 3 clusters Score -2342002 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -2342226.000000 Penalty: 4992.034668
	Iteration 80F: 3 clusters Score -2342226 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -2342475.750000 Penalty: 4992.034668
	Iteration 81Q: 3 clusters Score -2342476 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -2342884.500000 Penalty: 4992.034668
	Iteration 82Q: 3 clusters Score -2342884 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -2343680.000000 Penalty: 4992.034668
	Iteration 83Q: 3 clusters Score -2343680 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -2344547.000000 Penalty: 4992.034668
	Iteration 84Q: 3 clusters Score -2344547 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -2345049.500000 Penalty: 4992.034668
	Iteration 85Q: 3 clusters Score -2345050 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -2345311.750000 Penalty: 4992.034668
	Iteration 86Q: 3 clusters Score -2345312 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -2345460.250000 Penalty: 4992.034668
	Iteration 87Q: 3 clusters Score -2345460 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -2345532.500000 Penalty: 4992.034668
	Iteration 88Q: 3 clusters Score -2345532 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -2345582.000000 Penalty: 4992.034668
	Iteration 89Q: 3 clusters Score -2345582 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -2345606.500000 Penalty: 4992.034668
	Iteration 90Q: 3 clusters Score -2345606 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -2345653.750000 Penalty: 4992.034668
	Iteration 91Q: 3 clusters Score -2345654 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -2345708.500000 Penalty: 4992.034668
	Iteration 92Q: 3 clusters Score -2345708 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -2345762.500000 Penalty: 4992.034668
	Iteration 93Q: 3 clusters Score -2345762 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -2345826.000000 Penalty: 4992.034668
	Iteration 94Q: 3 clusters Score -2345826 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -2345850.250000 Penalty: 4992.034668
	Iteration 95Q: 3 clusters Score -2345850 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -2345882.500000 Penalty: 4992.034668
	Iteration 96Q: 3 clusters Score -2345882 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -2345907.000000 Penalty: 4992.034668
	Iteration 97Q: 3 clusters Score -2345907 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -2345943.250000 Penalty: 4992.034668
	Iteration 98Q: 3 clusters Score -2345943 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -2345990.000000 Penalty: 4992.034668
	Iteration 99Q: 3 clusters Score -2345990 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -2346058.000000 Penalty: 4992.034668
	Iteration 100F: 3 clusters Score -2346058 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -2346123.500000 Penalty: 4992.034668
	Iteration 101Q: 3 clusters Score -2346124 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -2346177.250000 Penalty: 4992.034668
	Iteration 102Q: 3 clusters Score -2346177 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -2346232.250000 Penalty: 4992.034668
	Iteration 103Q: 3 clusters Score -2346232 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -2346298.750000 Penalty: 4992.034668
	Iteration 104Q: 3 clusters Score -2346299 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -2346352.500000 Penalty: 4992.034668
	Iteration 105Q: 3 clusters Score -2346352 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -2346403.750000 Penalty: 4992.034668
	Iteration 106Q: 3 clusters Score -2346404 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -2346433.500000 Penalty: 4992.034668
	Iteration 107Q: 3 clusters Score -2346434 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -2346454.000000 Penalty: 4992.034668
	Iteration 108Q: 3 clusters Score -2346454 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -2346473.500000 Penalty: 4992.034668
	Iteration 109Q: 3 clusters Score -2346474 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -2346489.250000 Penalty: 4992.034668
	Iteration 110Q: 3 clusters Score -2346489 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -2346507.750000 Penalty: 4992.034668
	Iteration 111Q: 3 clusters Score -2346508 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -2346510.750000 Penalty: 4992.034668
	Iteration 112Q: 3 clusters Score -2346511 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -2346519.750000 Penalty: 4992.034668
	Iteration 113Q: 3 clusters Score -2346520 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -2346528.500000 Penalty: 4992.034668
	Iteration 114Q: 3 clusters Score -2346528 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -2346534.250000 Penalty: 4992.034668
	Iteration 115Q: 3 clusters Score -2346534 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -2346534.750000 Penalty: 4992.034668
	Iteration 116Q: 3 clusters Score -2346535 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -2346536.500000 Penalty: 4992.034668
	Iteration 117Q: 3 clusters Score -2346536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -2346541.500000 Penalty: 4992.034668
	Iteration 118Q: 3 clusters Score -2346542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -2346545.750000 Penalty: 4992.034668
	Iteration 119Q: 3 clusters Score -2346546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -2346549.250000 Penalty: 4992.034668
	Iteration 120F: 3 clusters Score -2346549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -2346547.000000 Penalty: 4992.034668
	Iteration 121Q: 3 clusters Score -2346547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -2346547.500000 Penalty: 4992.034668
	Iteration 122Q: 3 clusters Score -2346548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -2346548.750000 Penalty: 4992.034668
	Iteration 123Q: 3 clusters Score -2346549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -2346547.500000 Penalty: 4992.034668
	Iteration 124Q: 3 clusters Score -2346548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -2346543.500000 Penalty: 4992.034668
	Iteration 125Q: 3 clusters Score -2346544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -2346545.250000 Penalty: 4992.034668
	Iteration 126Q: 3 clusters Score -2346545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -2346545.500000 Penalty: 4992.034668
	Iteration 127Q: 3 clusters Score -2346546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -2346548.250000 Penalty: 4992.034668
	Iteration 128Q: 3 clusters Score -2346548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -2346548.250000 Penalty: 4992.034668
	Iteration 129F: 3 clusters Score -2346548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 82837 members 
Mstep: Class 2 contains 14485 members 
Mstep: Class 3 contains 10179 members 
Mstep: Class 4 contains 4145 members 
Mstep: Class 5 contains 9780 members 
Mstep: Class 6 contains 167720 members 
Mstep: Class 7 contains 11347 members 
Mstep: Class 8 contains 11444 members 
Mstep: Class 9 contains 188591 members 
Mstep: Class 10 contains 38758 members 
Mstep: Class 11 contains 64881 members 
Mstep: Class 12 contains 45697 members 
Mstep: Class 13 contains 46589 members 
Mstep: Class 14 contains 84076 members 
Mstep: Class 15 contains 13320 members 
Mstep: Class 16 contains 54870 members 
Mstep: Class 17 contains 38868 members 
Mstep: Class 18 contains 161533 members 
Mstep: Class 19 contains 29102 members 
Mstep: Class 20 contains 12622 members 
Mstep: Class 21 contains 13317 members 
Entering Unmasked Estep 
Score: -114715488.000000 Penalty: 72468.375000
Splitting cluster 3 changes total score from -114639240.000000 to -114715488.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 4 (4145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Entering Unmasked Estep 
Score: -389644.500000 Penalty: 2065.755371
	Iteration 0F: 2 clusters Score -389644.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -386058.031250 Penalty: 4131.510742
	Iteration 0F: 3 clusters Score -386058 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -392169.343750 Penalty: 4131.510742
	Iteration 1F: 3 clusters Score -392169.3 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -395746.000000 Penalty: 4131.510742
	Iteration 2F: 3 clusters Score -395746 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -396828.062500 Penalty: 4131.510742
	Iteration 3F: 3 clusters Score -396828.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -397868.062500 Penalty: 4131.510742
	Iteration 4Q: 3 clusters Score -397868.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -398843.375000 Penalty: 4131.510742
	Iteration 5Q: 3 clusters Score -398843.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -399398.218750 Penalty: 4131.510742
	Iteration 6Q: 3 clusters Score -399398.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -399938.687500 Penalty: 4131.510742
	Iteration 7Q: 3 clusters Score -399938.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -400457.437500 Penalty: 4131.510742
	Iteration 8Q: 3 clusters Score -400457.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -401067.281250 Penalty: 4131.510742
	Iteration 9Q: 3 clusters Score -401067.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -402219.281250 Penalty: 4131.510742
	Iteration 10Q: 3 clusters Score -402219.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -404615.531250 Penalty: 4131.510742
	Iteration 11Q: 3 clusters Score -404615.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -405702.375000 Penalty: 4131.510742
	Iteration 12Q: 3 clusters Score -405702.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -405705.062500 Penalty: 4131.510742
	Iteration 13Q: 3 clusters Score -405705.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -405705.062500 Penalty: 4131.510742
	Iteration 14F: 3 clusters Score -405705.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 82837 members 
Mstep: Class 2 contains 14485 members 
Mstep: Class 3 contains 10179 members 
Mstep: Class 4 contains 1558 members 
Mstep: Class 5 contains 9780 members 
Mstep: Class 6 contains 167720 members 
Mstep: Class 7 contains 11347 members 
Mstep: Class 8 contains 11444 members 
Mstep: Class 9 contains 188591 members 
Mstep: Class 10 contains 38758 members 
Mstep: Class 11 contains 64881 members 
Mstep: Class 12 contains 45697 members 
Mstep: Class 13 contains 46589 members 
Mstep: Class 14 contains 84076 members 
Mstep: Class 15 contains 13320 members 
Mstep: Class 16 contains 54870 members 
Mstep: Class 17 contains 38868 members 
Mstep: Class 18 contains 161533 members 
Mstep: Class 19 contains 29102 members 
Mstep: Class 20 contains 12622 members 
Mstep: Class 21 contains 13317 members 
Mstep: Class 22 contains 2587 members 
Entering Unmasked Estep 
Score: -114729992.000000 Penalty: 75919.242188
Splitting cluster 4 changes total score from -114639240.000000 to -114729992.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 5 (9780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Entering Unmasked Estep 
Score: -1020395.437500 Penalty: 2278.647461
	Iteration 0F: 2 clusters Score -1020395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1012830.750000 Penalty: 4557.294922
	Iteration 0F: 3 clusters Score -1012831 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1015171.187500 Penalty: 4557.294922
	Iteration 1F: 3 clusters Score -1015171 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1015712.187500 Penalty: 4557.294922
	Iteration 2F: 3 clusters Score -1015712 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1016370.312500 Penalty: 4557.294922
	Iteration 3F: 3 clusters Score -1016370 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1017209.875000 Penalty: 4557.294922
	Iteration 4F: 3 clusters Score -1017210 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1018106.875000 Penalty: 4557.294922
	Iteration 5F: 3 clusters Score -1018107 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1018958.000000 Penalty: 4557.294922
	Iteration 6F: 3 clusters Score -1018958 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1019866.625000 Penalty: 4557.294922
	Iteration 7F: 3 clusters Score -1019867 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1021049.125000 Penalty: 4557.294922
	Iteration 8F: 3 clusters Score -1021049 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1022797.687500 Penalty: 4557.294922
	Iteration 9F: 3 clusters Score -1022798 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1024088.562500 Penalty: 4557.294922
	Iteration 10Q: 3 clusters Score -1024089 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1024372.937500 Penalty: 4557.294922
	Iteration 11Q: 3 clusters Score -1024373 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1024417.812500 Penalty: 4557.294922
	Iteration 12Q: 3 clusters Score -1024418 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1024432.375000 Penalty: 4557.294922
	Iteration 13Q: 3 clusters Score -1024432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1024435.562500 Penalty: 4557.294922
	Iteration 14Q: 3 clusters Score -1024436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1024434.250000 Penalty: 4557.294922
	Iteration 15Q: 3 clusters Score -1024434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1024437.500000 Penalty: 4557.294922
	Iteration 16Q: 3 clusters Score -1024438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1024435.937500 Penalty: 4557.294922
	Iteration 17Q: 3 clusters Score -1024436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1024435.937500 Penalty: 4557.294922
	Iteration 18F: 3 clusters Score -1024436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 82837 members 
Mstep: Class 2 contains 14485 members 
Mstep: Class 3 contains 10179 members 
Mstep: Class 4 contains 1558 members 
Mstep: Class 5 contains 5871 members 
Mstep: Class 6 contains 167720 members 
Mstep: Class 7 contains 11347 members 
Mstep: Class 8 contains 11444 members 
Mstep: Class 9 contains 188591 members 
Mstep: Class 10 contains 38758 members 
Mstep: Class 11 contains 64881 members 
Mstep: Class 12 contains 45697 members 
Mstep: Class 13 contains 46589 members 
Mstep: Class 14 contains 84076 members 
Mstep: Class 15 contains 13320 members 
Mstep: Class 16 contains 54870 members 
Mstep: Class 17 contains 38868 members 
Mstep: Class 18 contains 161533 members 
Mstep: Class 19 contains 29102 members 
Mstep: Class 20 contains 12622 members 
Mstep: Class 21 contains 13317 members 
Mstep: Class 22 contains 2587 members 
Mstep: Class 23 contains 3909 members 
Entering Unmasked Estep 
Score: -114732784.000000 Penalty: 79370.117188
Splitting cluster 5 changes total score from -114639240.000000 to -114732784.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 6 (167720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167720 members 
Entering Unmasked Estep 
Score: -18281958.000000 Penalty: 2983.452637
	Iteration 0F: 2 clusters Score -1.828196e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84003 members 
Mstep: Class 2 contains 83717 members 
Entering Unmasked Estep 
Score: -18170646.000000 Penalty: 5966.905273
	Iteration 0F: 3 clusters Score -1.817065e+07 nChanged 80439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87796 members 
Mstep: Class 2 contains 79924 members 
Entering Unmasked Estep 
Score: -18217658.000000 Penalty: 5966.905273
	Iteration 1F: 3 clusters Score -1.821766e+07 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90006 members 
Mstep: Class 2 contains 77714 members 
Entering Unmasked Estep 
Score: -18218806.000000 Penalty: 5966.905273
	Iteration 2Q: 3 clusters Score -1.821881e+07 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93243 members 
Mstep: Class 2 contains 74477 members 
Entering Unmasked Estep 
Score: -18220346.000000 Penalty: 5966.905273
	Iteration 3Q: 3 clusters Score -1.822035e+07 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98167 members 
Mstep: Class 2 contains 69553 members 
Entering Unmasked Estep 
Score: -18222858.000000 Penalty: 5966.905273
	Iteration 4Q: 3 clusters Score -1.822286e+07 nChanged 8320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105029 members 
Mstep: Class 2 contains 62691 members 
Entering Unmasked Estep 
Score: -18227174.000000 Penalty: 5966.905273
	Iteration 5Q: 3 clusters Score -1.822717e+07 nChanged 10616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114435 members 
Mstep: Class 2 contains 53285 members 
Entering Unmasked Estep 
Score: -18234252.000000 Penalty: 5966.905273
	Iteration 6F: 3 clusters Score -1.823425e+07 nChanged 12506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125717 members 
Mstep: Class 2 contains 42003 members 
Entering Unmasked Estep 
Score: -18244246.000000 Penalty: 5966.905273
	Iteration 7F: 3 clusters Score -1.824425e+07 nChanged 12701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137376 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -18255280.000000 Penalty: 5966.905273
	Iteration 8F: 3 clusters Score -1.825528e+07 nChanged 10627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147229 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -18264986.000000 Penalty: 5966.905273
	Iteration 9F: 3 clusters Score -1.826499e+07 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153995 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -18271328.000000 Penalty: 5966.905273
	Iteration 10Q: 3 clusters Score -1.827133e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157942 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -18275606.000000 Penalty: 5966.905273
	Iteration 11Q: 3 clusters Score -1.827561e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160136 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -18278530.000000 Penalty: 5966.905273
	Iteration 12Q: 3 clusters Score -1.827853e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161030 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -18281072.000000 Penalty: 5966.905273
	Iteration 13Q: 3 clusters Score -1.828107e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160950 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -18281898.000000 Penalty: 5966.905273
	Iteration 14Q: 3 clusters Score -1.82819e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160682 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -18282218.000000 Penalty: 5966.905273
	Iteration 15Q: 3 clusters Score -1.828222e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160362 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -18282572.000000 Penalty: 5966.905273
	Iteration 16Q: 3 clusters Score -1.828257e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160010 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -18282648.000000 Penalty: 5966.905273
	Iteration 17Q: 3 clusters Score -1.828265e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159680 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -18282886.000000 Penalty: 5966.905273
	Iteration 18Q: 3 clusters Score -1.828289e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159362 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -18283006.000000 Penalty: 5966.905273
	Iteration 19Q: 3 clusters Score -1.828301e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159063 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -18283122.000000 Penalty: 5966.905273
	Iteration 20F: 3 clusters Score -1.828312e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158791 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -18283210.000000 Penalty: 5966.905273
	Iteration 21Q: 3 clusters Score -1.828321e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158511 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -18283294.000000 Penalty: 5966.905273
	Iteration 22Q: 3 clusters Score -1.828329e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158232 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -18283382.000000 Penalty: 5966.905273
	Iteration 23Q: 3 clusters Score -1.828338e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157947 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -18283390.000000 Penalty: 5966.905273
	Iteration 24Q: 3 clusters Score -1.828339e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157710 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -18283474.000000 Penalty: 5966.905273
	Iteration 25Q: 3 clusters Score -1.828347e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157509 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -18283540.000000 Penalty: 5966.905273
	Iteration 26Q: 3 clusters Score -1.828354e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157302 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -18283516.000000 Penalty: 5966.905273
	Iteration 27Q: 3 clusters Score -1.828352e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157108 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -18283426.000000 Penalty: 5966.905273
	Iteration 28Q: 3 clusters Score -1.828343e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156920 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -18283588.000000 Penalty: 5966.905273
	Iteration 29Q: 3 clusters Score -1.828359e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156721 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -18283574.000000 Penalty: 5966.905273
	Iteration 30Q: 3 clusters Score -1.828357e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156547 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -18283584.000000 Penalty: 5966.905273
	Iteration 31Q: 3 clusters Score -1.828358e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156371 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -18283582.000000 Penalty: 5966.905273
	Iteration 32Q: 3 clusters Score -1.828358e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156204 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -18283614.000000 Penalty: 5966.905273
	Iteration 33Q: 3 clusters Score -1.828361e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156047 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -18283660.000000 Penalty: 5966.905273
	Iteration 34Q: 3 clusters Score -1.828366e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155894 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -18283670.000000 Penalty: 5966.905273
	Iteration 35Q: 3 clusters Score -1.828367e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155745 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -18283580.000000 Penalty: 5966.905273
	Iteration 36Q: 3 clusters Score -1.828358e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155611 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -18283726.000000 Penalty: 5966.905273
	Iteration 37Q: 3 clusters Score -1.828373e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155499 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -18283652.000000 Penalty: 5966.905273
	Iteration 38Q: 3 clusters Score -1.828365e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155385 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -18283704.000000 Penalty: 5966.905273
	Iteration 39Q: 3 clusters Score -1.82837e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155287 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -18283688.000000 Penalty: 5966.905273
	Iteration 40F: 3 clusters Score -1.828369e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155197 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -18283704.000000 Penalty: 5966.905273
	Iteration 41Q: 3 clusters Score -1.82837e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155119 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -18283684.000000 Penalty: 5966.905273
	Iteration 42Q: 3 clusters Score -1.828368e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155029 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -18283660.000000 Penalty: 5966.905273
	Iteration 43Q: 3 clusters Score -1.828366e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154945 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -18283652.000000 Penalty: 5966.905273
	Iteration 44Q: 3 clusters Score -1.828365e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154851 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -18283738.000000 Penalty: 5966.905273
	Iteration 45Q: 3 clusters Score -1.828374e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154757 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -18283654.000000 Penalty: 5966.905273
	Iteration 46Q: 3 clusters Score -1.828365e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154658 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -18283662.000000 Penalty: 5966.905273
	Iteration 47Q: 3 clusters Score -1.828366e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154564 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -18283638.000000 Penalty: 5966.905273
	Iteration 48Q: 3 clusters Score -1.828364e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154469 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -18283676.000000 Penalty: 5966.905273
	Iteration 49Q: 3 clusters Score -1.828368e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154366 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -18283602.000000 Penalty: 5966.905273
	Iteration 50Q: 3 clusters Score -1.82836e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154242 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -18283574.000000 Penalty: 5966.905273
	Iteration 51Q: 3 clusters Score -1.828357e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154135 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -18283610.000000 Penalty: 5966.905273
	Iteration 52Q: 3 clusters Score -1.828361e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154024 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -18283696.000000 Penalty: 5966.905273
	Iteration 53Q: 3 clusters Score -1.82837e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153910 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -18283632.000000 Penalty: 5966.905273
	Iteration 54Q: 3 clusters Score -1.828363e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153796 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -18283634.000000 Penalty: 5966.905273
	Iteration 55Q: 3 clusters Score -1.828363e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153682 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -18283674.000000 Penalty: 5966.905273
	Iteration 56Q: 3 clusters Score -1.828367e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153551 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -18283680.000000 Penalty: 5966.905273
	Iteration 57Q: 3 clusters Score -1.828368e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153419 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -18283652.000000 Penalty: 5966.905273
	Iteration 58Q: 3 clusters Score -1.828365e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153268 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -18283708.000000 Penalty: 5966.905273
	Iteration 59Q: 3 clusters Score -1.828371e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153116 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -18283718.000000 Penalty: 5966.905273
	Iteration 60F: 3 clusters Score -1.828372e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152967 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -18283776.000000 Penalty: 5966.905273
	Iteration 61Q: 3 clusters Score -1.828378e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152812 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -18283748.000000 Penalty: 5966.905273
	Iteration 62Q: 3 clusters Score -1.828375e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152652 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -18283740.000000 Penalty: 5966.905273
	Iteration 63Q: 3 clusters Score -1.828374e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152513 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -18283742.000000 Penalty: 5966.905273
	Iteration 64Q: 3 clusters Score -1.828374e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152352 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -18283698.000000 Penalty: 5966.905273
	Iteration 65Q: 3 clusters Score -1.82837e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152160 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -18283796.000000 Penalty: 5966.905273
	Iteration 66Q: 3 clusters Score -1.82838e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151952 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -18283816.000000 Penalty: 5966.905273
	Iteration 67Q: 3 clusters Score -1.828382e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151777 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -18283822.000000 Penalty: 5966.905273
	Iteration 68Q: 3 clusters Score -1.828382e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151560 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -18283840.000000 Penalty: 5966.905273
	Iteration 69Q: 3 clusters Score -1.828384e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151357 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -18283856.000000 Penalty: 5966.905273
	Iteration 70Q: 3 clusters Score -1.828386e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151162 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -18283940.000000 Penalty: 5966.905273
	Iteration 71Q: 3 clusters Score -1.828394e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150970 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -18283896.000000 Penalty: 5966.905273
	Iteration 72Q: 3 clusters Score -1.82839e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150768 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -18283916.000000 Penalty: 5966.905273
	Iteration 73Q: 3 clusters Score -1.828392e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150523 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -18283970.000000 Penalty: 5966.905273
	Iteration 74Q: 3 clusters Score -1.828397e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150280 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -18284036.000000 Penalty: 5966.905273
	Iteration 75Q: 3 clusters Score -1.828404e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150029 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -18284074.000000 Penalty: 5966.905273
	Iteration 76Q: 3 clusters Score -1.828407e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149781 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -18284134.000000 Penalty: 5966.905273
	Iteration 77Q: 3 clusters Score -1.828413e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149541 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -18284182.000000 Penalty: 5966.905273
	Iteration 78Q: 3 clusters Score -1.828418e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149308 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -18284144.000000 Penalty: 5966.905273
	Iteration 79Q: 3 clusters Score -1.828414e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149068 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -18284166.000000 Penalty: 5966.905273
	Iteration 80F: 3 clusters Score -1.828417e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148837 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -18284154.000000 Penalty: 5966.905273
	Iteration 81Q: 3 clusters Score -1.828415e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148611 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -18284190.000000 Penalty: 5966.905273
	Iteration 82Q: 3 clusters Score -1.828419e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148394 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -18284168.000000 Penalty: 5966.905273
	Iteration 83Q: 3 clusters Score -1.828417e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148191 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -18284222.000000 Penalty: 5966.905273
	Iteration 84Q: 3 clusters Score -1.828422e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147977 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1.828423e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147726 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -18284234.000000 Penalty: 5966.905273
	Iteration 86Q: 3 clusters Score -1.828423e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147474 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -18284178.000000 Penalty: 5966.905273
	Iteration 87Q: 3 clusters Score -1.828418e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147212 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1.828433e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146926 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1.828437e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146651 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -18284430.000000 Penalty: 5966.905273
	Iteration 90Q: 3 clusters Score -1.828443e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146360 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -18284336.000000 Penalty: 5966.905273
	Iteration 91Q: 3 clusters Score -1.828434e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146069 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -18284338.000000 Penalty: 5966.905273
	Iteration 92Q: 3 clusters Score -1.828434e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145810 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -18284378.000000 Penalty: 5966.905273
	Iteration 93Q: 3 clusters Score -1.828438e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145552 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -18284432.000000 Penalty: 5966.905273
	Iteration 94Q: 3 clusters Score -1.828443e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145300 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1.82844e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145039 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -18284470.000000 Penalty: 5966.905273
	Iteration 96Q: 3 clusters Score -1.828447e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144767 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -18284464.000000 Penalty: 5966.905273
	Iteration 97Q: 3 clusters Score -1.828446e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144501 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1.828444e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144221 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -18284398.000000 Penalty: 5966.905273
	Iteration 99Q: 3 clusters Score -1.82844e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143951 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1.828453e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143672 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1.828456e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143406 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1.828463e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143112 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1.828464e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142798 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1.828454e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142485 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -18284650.000000 Penalty: 5966.905273
	Iteration 105Q: 3 clusters Score -1.828465e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142130 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -18284682.000000 Penalty: 5966.905273
	Iteration 106Q: 3 clusters Score -1.828468e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141756 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1.828469e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141405 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1.828473e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141064 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1.828481e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140714 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1.828475e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140351 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1.828483e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139990 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1.828484e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139611 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1.828481e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139209 members 
Mstep: Class 2 contains 28511 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1.828485e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138780 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1.828486e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138315 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1.828498e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137878 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1.828495e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137414 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1.828512e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136952 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1.82852e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136458 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -18285240.000000 Penalty: 5966.905273
	Iteration 120F: 3 clusters Score -1.828524e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135927 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1.82853e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135375 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -18285332.000000 Penalty: 5966.905273
	Iteration 122Q: 3 clusters Score -1.828533e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134803 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -18285382.000000 Penalty: 5966.905273
	Iteration 123Q: 3 clusters Score -1.828538e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134271 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -18285548.000000 Penalty: 5966.905273
	Iteration 124Q: 3 clusters Score -1.828555e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133714 members 
Mstep: Class 2 contains 34006 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1.828556e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133154 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
Score: -18285710.000000 Penalty: 5966.905273
	Iteration 126Q: 3 clusters Score -1.828571e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132582 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -18285718.000000 Penalty: 5966.905273
	Iteration 127Q: 3 clusters Score -1.828572e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131936 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1.828578e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131270 members 
Mstep: Class 2 contains 36450 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1.828592e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130530 members 
Mstep: Class 2 contains 37190 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1.828603e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129776 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1.828617e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128976 members 
Mstep: Class 2 contains 38744 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1.828629e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128130 members 
Mstep: Class 2 contains 39590 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1.828643e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127254 members 
Mstep: Class 2 contains 40466 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1.82866e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126286 members 
Mstep: Class 2 contains 41434 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1.828681e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125214 members 
Mstep: Class 2 contains 42506 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1.828706e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124058 members 
Mstep: Class 2 contains 43662 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1.828727e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122866 members 
Mstep: Class 2 contains 44854 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1.828749e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121594 members 
Mstep: Class 2 contains 46126 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1.828778e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120268 members 
Mstep: Class 2 contains 47452 members 
Entering Unmasked Estep 
Score: -18288196.000000 Penalty: 5966.905273
	Iteration 140F: 3 clusters Score -1.82882e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118794 members 
Mstep: Class 2 contains 48926 members 
Entering Unmasked Estep 
Score: -18288652.000000 Penalty: 5966.905273
	Iteration 141Q: 3 clusters Score -1.828865e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117149 members 
Mstep: Class 2 contains 50571 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1.828916e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115337 members 
Mstep: Class 2 contains 52383 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1.828984e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113309 members 
Mstep: Class 2 contains 54411 members 
Entering Unmasked Estep 
Score: -18290518.000000 Penalty: 5966.905273
	Iteration 144Q: 3 clusters Score -1.829052e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111121 members 
Mstep: Class 2 contains 56599 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1.829159e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108573 members 
Mstep: Class 2 contains 59147 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1.829274e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105651 members 
Mstep: Class 2 contains 62069 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1.829482e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102222 members 
Mstep: Class 2 contains 65498 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1.82978e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98097 members 
Mstep: Class 2 contains 69623 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1.830293e+07 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93464 members 
Mstep: Class 2 contains 74256 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1.831128e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88823 members 
Mstep: Class 2 contains 78897 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1.832198e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85323 members 
Mstep: Class 2 contains 82397 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1.833076e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83198 members 
Mstep: Class 2 contains 84522 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1.833499e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82030 members 
Mstep: Class 2 contains 85690 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1.833625e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81462 members 
Mstep: Class 2 contains 86258 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1.833663e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81167 members 
Mstep: Class 2 contains 86553 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1.83368e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81015 members 
Mstep: Class 2 contains 86705 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1.833686e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80945 members 
Mstep: Class 2 contains 86775 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1.833688e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80911 members 
Mstep: Class 2 contains 86809 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -1.833688e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80889 members 
Mstep: Class 2 contains 86831 members 
Entering Unmasked Estep 
Score: -18337814.000000 Penalty: 5966.905273
	Iteration 160F: 3 clusters Score -1.833781e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80456 members 
Mstep: Class 2 contains 87264 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1.833799e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80240 members 
Mstep: Class 2 contains 87480 members 
Entering Unmasked Estep 
Score: -18338012.000000 Penalty: 5966.905273
	Iteration 162Q: 3 clusters Score -1.833801e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80137 members 
Mstep: Class 2 contains 87583 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -1.833798e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80075 members 
Mstep: Class 2 contains 87645 members 
Entering Unmasked Estep 
Score: -18337966.000000 Penalty: 5966.905273
	Iteration 164Q: 3 clusters Score -1.833797e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80039 members 
Mstep: Class 2 contains 87681 members 
Entering Unmasked Estep 
Score: -18337974.000000 Penalty: 5966.905273
	Iteration 165Q: 3 clusters Score -1.833797e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80019 members 
Mstep: Class 2 contains 87701 members 
Entering Unmasked Estep 
Score: -18337988.000000 Penalty: 5966.905273
	Iteration 166Q: 3 clusters Score -1.833799e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80011 members 
Mstep: Class 2 contains 87709 members 
Entering Unmasked Estep 
Score: -18337998.000000 Penalty: 5966.905273
	Iteration 167Q: 3 clusters Score -1.8338e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80004 members 
Mstep: Class 2 contains 87716 members 
Entering Unmasked Estep 
Score: -18338018.000000 Penalty: 5966.905273
	Iteration 168Q: 3 clusters Score -1.833802e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80001 members 
Mstep: Class 2 contains 87719 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -1.833799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80000 members 
Mstep: Class 2 contains 87720 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -1.833799e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80000 members 
Mstep: Class 2 contains 87720 members 
Entering Unmasked Estep 
Score: -18337994.000000 Penalty: 5966.905273
	Iteration 171F: 3 clusters Score -1.833799e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 82837 members 
Mstep: Class 2 contains 14485 members 
Mstep: Class 3 contains 10179 members 
Mstep: Class 4 contains 1558 members 
Mstep: Class 5 contains 5871 members 
Mstep: Class 6 contains 80000 members 
Mstep: Class 7 contains 11347 members 
Mstep: Class 8 contains 11444 members 
Mstep: Class 9 contains 188591 members 
Mstep: Class 10 contains 38758 members 
Mstep: Class 11 contains 64881 members 
Mstep: Class 12 contains 45697 members 
Mstep: Class 13 contains 46589 members 
Mstep: Class 14 contains 84076 members 
Mstep: Class 15 contains 13320 members 
Mstep: Class 16 contains 54870 members 
Mstep: Class 17 contains 38868 members 
Mstep: Class 18 contains 161533 members 
Mstep: Class 19 contains 29102 members 
Mstep: Class 20 contains 12622 members 
Mstep: Class 21 contains 13317 members 
Mstep: Class 22 contains 2587 members 
Mstep: Class 23 contains 3909 members 
Mstep: Class 24 contains 87720 members 
Entering Unmasked Estep 
Score: -114786096.000000 Penalty: 82820.992188
Splitting cluster 6 changes total score from -114639240.000000 to -114786096.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 7 (11347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Entering Unmasked Estep 
Score: -1068345.000000 Penalty: 2315.503906
	Iteration 0F: 2 clusters Score -1068345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1059801.250000 Penalty: 4631.007812
	Iteration 0F: 3 clusters Score -1059801 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1062799.125000 Penalty: 4631.007812
	Iteration 1F: 3 clusters Score -1062799 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1063590.375000 Penalty: 4631.007812
	Iteration 2F: 3 clusters Score -1063590 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1064553.125000 Penalty: 4631.007812
	Iteration 3F: 3 clusters Score -1064553 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1065518.125000 Penalty: 4631.007812
	Iteration 4F: 3 clusters Score -1065518 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1066347.500000 Penalty: 4631.007812
	Iteration 5F: 3 clusters Score -1066348 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1067024.125000 Penalty: 4631.007812
	Iteration 6F: 3 clusters Score -1067024 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1067538.125000 Penalty: 4631.007812
	Iteration 7F: 3 clusters Score -1067538 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1067892.125000 Penalty: 4631.007812
	Iteration 8Q: 3 clusters Score -1067892 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1068151.000000 Penalty: 4631.007812
	Iteration 9Q: 3 clusters Score -1068151 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1068315.750000 Penalty: 4631.007812
	Iteration 10Q: 3 clusters Score -1068316 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1068430.750000 Penalty: 4631.007812
	Iteration 11Q: 3 clusters Score -1068431 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1068505.000000 Penalty: 4631.007812
	Iteration 12Q: 3 clusters Score -1068505 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1068572.875000 Penalty: 4631.007812
	Iteration 13Q: 3 clusters Score -1068573 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1068630.875000 Penalty: 4631.007812
	Iteration 14Q: 3 clusters Score -1068631 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1068713.625000 Penalty: 4631.007812
	Iteration 15Q: 3 clusters Score -1068714 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1068814.375000 Penalty: 4631.007812
	Iteration 16Q: 3 clusters Score -1068814 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1068897.625000 Penalty: 4631.007812
	Iteration 17Q: 3 clusters Score -1068898 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1068960.250000 Penalty: 4631.007812
	Iteration 18Q: 3 clusters Score -1068960 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1069031.250000 Penalty: 4631.007812
	Iteration 19Q: 3 clusters Score -1069031 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1069064.375000 Penalty: 4631.007812
	Iteration 20F: 3 clusters Score -1069064 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1069087.625000 Penalty: 4631.007812
	Iteration 21Q: 3 clusters Score -1069088 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1069092.000000 Penalty: 4631.007812
	Iteration 22Q: 3 clusters Score -1069092 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1069099.250000 Penalty: 4631.007812
	Iteration 23Q: 3 clusters Score -1069099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1069102.500000 Penalty: 4631.007812
	Iteration 24Q: 3 clusters Score -1069102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1069104.125000 Penalty: 4631.007812
	Iteration 25Q: 3 clusters Score -1069104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1069105.125000 Penalty: 4631.007812
	Iteration 26Q: 3 clusters Score -1069105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1069107.250000 Penalty: 4631.007812
	Iteration 27Q: 3 clusters Score -1069107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1069106.500000 Penalty: 4631.007812
	Iteration 28Q: 3 clusters Score -1069106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1069107.000000 Penalty: 4631.007812
	Iteration 29Q: 3 clusters Score -1069107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1069107.250000 Penalty: 4631.007812
	Iteration 30Q: 3 clusters Score -1069107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1069105.750000 Penalty: 4631.007812
	Iteration 31Q: 3 clusters Score -1069106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1069108.500000 Penalty: 4631.007812
	Iteration 32Q: 3 clusters Score -1069108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1069109.625000 Penalty: 4631.007812
	Iteration 33Q: 3 clusters Score -1069110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1069108.250000 Penalty: 4631.007812
	Iteration 34Q: 3 clusters Score -1069108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1069108.250000 Penalty: 4631.007812
	Iteration 35F: 3 clusters Score -1069108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 82837 members 
Mstep: Class 2 contains 14485 members 
Mstep: Class 3 contains 10179 members 
Mstep: Class 4 contains 1558 members 
Mstep: Class 5 contains 5871 members 
Mstep: Class 6 contains 80000 members 
Mstep: Class 7 contains 9127 members 
Mstep: Class 8 contains 11444 members 
Mstep: Class 9 contains 188591 members 
Mstep: Class 10 contains 38758 members 
Mstep: Class 11 contains 64881 members 
Mstep: Class 12 contains 45697 members 
Mstep: Class 13 contains 46589 members 
Mstep: Class 14 contains 84076 members 
Mstep: Class 15 contains 13320 members 
Mstep: Class 16 contains 54870 members 
Mstep: Class 17 contains 38868 members 
Mstep: Class 18 contains 161533 members 
Mstep: Class 19 contains 29102 members 
Mstep: Class 20 contains 12622 members 
Mstep: Class 21 contains 13317 members 
Mstep: Class 22 contains 2587 members 
Mstep: Class 23 contains 3909 members 
Mstep: Class 24 contains 87720 members 
Mstep: Class 25 contains 2220 members 
Entering Unmasked Estep 
Score: -114785608.000000 Penalty: 86271.867188
Splitting cluster 7 changes total score from -114639240.000000 to -114785608.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 8 (11444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Entering Unmasked Estep 
Score: -1043904.375000 Penalty: 2317.614746
	Iteration 0F: 2 clusters Score -1043904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1035702.187500 Penalty: 4635.229492
	Iteration 0F: 3 clusters Score -1035702 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1044420.625000 Penalty: 4635.229492
	Iteration 1F: 3 clusters Score -1044421 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1056163.625000 Penalty: 4635.229492
	Iteration 2F: 3 clusters Score -1056164 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1067996.000000 Penalty: 4635.229492
	Iteration 3F: 3 clusters Score -1067996 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1071079.500000 Penalty: 4635.229492
	Iteration 4F: 3 clusters Score -1071080 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1073346.625000 Penalty: 4635.229492
	Iteration 5Q: 3 clusters Score -1073347 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1074249.375000 Penalty: 4635.229492
	Iteration 6Q: 3 clusters Score -1074249 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1074603.375000 Penalty: 4635.229492
	Iteration 7Q: 3 clusters Score -1074603 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1074784.125000 Penalty: 4635.229492
	Iteration 8Q: 3 clusters Score -1074784 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1074839.875000 Penalty: 4635.229492
	Iteration 9Q: 3 clusters Score -1074840 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1074860.875000 Penalty: 4635.229492
	Iteration 10Q: 3 clusters Score -1074861 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1074871.000000 Penalty: 4635.229492
	Iteration 11Q: 3 clusters Score -1074871 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1074878.000000 Penalty: 4635.229492
	Iteration 12Q: 3 clusters Score -1074878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1074879.250000 Penalty: 4635.229492
	Iteration 13Q: 3 clusters Score -1074879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1074882.750000 Penalty: 4635.229492
	Iteration 14Q: 3 clusters Score -1074883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1074887.500000 Penalty: 4635.229492
	Iteration 15Q: 3 clusters Score -1074888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1074891.750000 Penalty: 4635.229492
	Iteration 16Q: 3 clusters Score -1074892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1074894.125000 Penalty: 4635.229492
	Iteration 17Q: 3 clusters Score -1074894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1074897.000000 Penalty: 4635.229492
	Iteration 18Q: 3 clusters Score -1074897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1074903.625000 Penalty: 4635.229492
	Iteration 19Q: 3 clusters Score -1074904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1074902.125000 Penalty: 4635.229492
	Iteration 20F: 3 clusters Score -1074902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1074902.500000 Penalty: 4635.229492
	Iteration 21Q: 3 clusters Score -1074902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1074905.500000 Penalty: 4635.229492
	Iteration 22Q: 3 clusters Score -1074906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1074905.125000 Penalty: 4635.229492
	Iteration 23Q: 3 clusters Score -1074905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1074905.125000 Penalty: 4635.229492
	Iteration 24F: 3 clusters Score -1074905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 82837 members 
Mstep: Class 2 contains 14485 members 
Mstep: Class 3 contains 10179 members 
Mstep: Class 4 contains 1558 members 
Mstep: Class 5 contains 5871 members 
Mstep: Class 6 contains 80000 members 
Mstep: Class 7 contains 9127 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 188591 members 
Mstep: Class 10 contains 38758 members 
Mstep: Class 11 contains 64881 members 
Mstep: Class 12 contains 45697 members 
Mstep: Class 13 contains 46589 members 
Mstep: Class 14 contains 84076 members 
Mstep: Class 15 contains 13320 members 
Mstep: Class 16 contains 54870 members 
Mstep: Class 17 contains 38868 members 
Mstep: Class 18 contains 161533 members 
Mstep: Class 19 contains 29102 members 
Mstep: Class 20 contains 12622 members 
Mstep: Class 21 contains 13317 members 
Mstep: Class 22 contains 2587 members 
Mstep: Class 23 contains 3909 members 
Mstep: Class 24 contains 87720 members 
Mstep: Class 25 contains 2220 members 
Mstep: Class 26 contains 7784 members 
Entering Unmasked Estep 
Score: -114814104.000000 Penalty: 89722.742188
Splitting cluster 8 changes total score from -114639240.000000 to -114814104.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 10 (38758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38758 members 
Entering Unmasked Estep 
Score: -4213237.000000 Penalty: 2620.142822
	Iteration 0F: 2 clusters Score -4213237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -4187001.250000 Penalty: 5240.285645
	Iteration 0F: 3 clusters Score -4187001 nChanged 17783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -4197719.500000 Penalty: 5240.285645
	Iteration 1F: 3 clusters Score -4197720 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -4199982.000000 Penalty: 5240.285645
	Iteration 2F: 3 clusters Score -4199982 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -4202112.500000 Penalty: 5240.285645
	Iteration 3F: 3 clusters Score -4202112 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -4204111.500000 Penalty: 5240.285645
	Iteration 4F: 3 clusters Score -4204112 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -4205990.500000 Penalty: 5240.285645
	Iteration 5F: 3 clusters Score -4205990 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -4207820.500000 Penalty: 5240.285645
	Iteration 6F: 3 clusters Score -4207820 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -4209566.500000 Penalty: 5240.285645
	Iteration 7F: 3 clusters Score -4209566 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -4211062.500000 Penalty: 5240.285645
	Iteration 8Q: 3 clusters Score -4211062 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32898 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -4212111.500000 Penalty: 5240.285645
	Iteration 9Q: 3 clusters Score -4212112 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -4212841.000000 Penalty: 5240.285645
	Iteration 10Q: 3 clusters Score -4212841 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -4213377.000000 Penalty: 5240.285645
	Iteration 11Q: 3 clusters Score -4213377 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35003 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -4213743.500000 Penalty: 5240.285645
	Iteration 12Q: 3 clusters Score -4213744 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -4214045.000000 Penalty: 5240.285645
	Iteration 13Q: 3 clusters Score -4214045 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -4214261.000000 Penalty: 5240.285645
	Iteration 14Q: 3 clusters Score -4214261 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -4214436.000000 Penalty: 5240.285645
	Iteration 15Q: 3 clusters Score -4214436 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -4214547.000000 Penalty: 5240.285645
	Iteration 16Q: 3 clusters Score -4214547 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36384 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -4214669.000000 Penalty: 5240.285645
	Iteration 17Q: 3 clusters Score -4214669 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36516 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -4214783.500000 Penalty: 5240.285645
	Iteration 18Q: 3 clusters Score -4214784 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36643 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -4214867.500000 Penalty: 5240.285645
	Iteration 19Q: 3 clusters Score -4214868 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -4215007.500000 Penalty: 5240.285645
	Iteration 20F: 3 clusters Score -4215008 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -4215141.500000 Penalty: 5240.285645
	Iteration 21Q: 3 clusters Score -4215142 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36927 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -4215296.500000 Penalty: 5240.285645
	Iteration 22Q: 3 clusters Score -4215296 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36985 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -4215387.000000 Penalty: 5240.285645
	Iteration 23Q: 3 clusters Score -4215387 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -4215420.500000 Penalty: 5240.285645
	Iteration 24Q: 3 clusters Score -4215420 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -4215440.500000 Penalty: 5240.285645
	Iteration 25Q: 3 clusters Score -4215440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -4215431.500000 Penalty: 5240.285645
	Iteration 26Q: 3 clusters Score -4215432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37081 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4215438.500000 Penalty: 5240.285645
	Iteration 27Q: 3 clusters Score -4215438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -4215445.000000 Penalty: 5240.285645
	Iteration 28Q: 3 clusters Score -4215445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -4215440.000000 Penalty: 5240.285645
	Iteration 29Q: 3 clusters Score -4215440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37095 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -4215439.000000 Penalty: 5240.285645
	Iteration 30Q: 3 clusters Score -4215439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37095 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -4215443.000000 Penalty: 5240.285645
	Iteration 31Q: 3 clusters Score -4215443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -4215442.000000 Penalty: 5240.285645
	Iteration 32Q: 3 clusters Score -4215442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -4215442.000000 Penalty: 5240.285645
	Iteration 33F: 3 clusters Score -4215442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 82837 members 
Mstep: Class 2 contains 14485 members 
Mstep: Class 3 contains 10179 members 
Mstep: Class 4 contains 1558 members 
Mstep: Class 5 contains 5871 members 
Mstep: Class 6 contains 80000 members 
Mstep: Class 7 contains 9127 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 188591 members 
Mstep: Class 10 contains 37097 members 
Mstep: Class 11 contains 64881 members 
Mstep: Class 12 contains 45697 members 
Mstep: Class 13 contains 46589 members 
Mstep: Class 14 contains 84076 members 
Mstep: Class 15 contains 13320 members 
Mstep: Class 16 contains 54870 members 
Mstep: Class 17 contains 38868 members 
Mstep: Class 18 contains 161533 members 
Mstep: Class 19 contains 29102 members 
Mstep: Class 20 contains 12622 members 
Mstep: Class 21 contains 13317 members 
Mstep: Class 22 contains 2587 members 
Mstep: Class 23 contains 3909 members 
Mstep: Class 24 contains 87720 members 
Mstep: Class 25 contains 2220 members 
Mstep: Class 26 contains 7784 members 
Mstep: Class 27 contains 1661 members 
Entering Unmasked Estep 
Score: -114815376.000000 Penalty: 93173.617188
Splitting cluster 10 changes total score from -114639240.000000 to -114815376.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (64881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64881 members 
Entering Unmasked Estep 
Score: -6831574.000000 Penalty: 2747.916748
	Iteration 0F: 2 clusters Score -6831574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32353 members 
Mstep: Class 2 contains 32528 members 
Entering Unmasked Estep 
Score: -6788054.000000 Penalty: 5495.833496
	Iteration 0F: 3 clusters Score -6788054 nChanged 30234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32303 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -6805605.000000 Penalty: 5495.833496
	Iteration 1F: 3 clusters Score -6805605 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -6806839.500000 Penalty: 5495.833496
	Iteration 2Q: 3 clusters Score -6806840 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -6808574.500000 Penalty: 5495.833496
	Iteration 3F: 3 clusters Score -6808574 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -6810811.500000 Penalty: 5495.833496
	Iteration 4F: 3 clusters Score -6810812 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32890 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -6813574.500000 Penalty: 5495.833496
	Iteration 5F: 3 clusters Score -6813574 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33183 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -6816470.500000 Penalty: 5495.833496
	Iteration 6F: 3 clusters Score -6816470 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33451 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -6818968.500000 Penalty: 5495.833496
	Iteration 7F: 3 clusters Score -6818968 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33753 members 
Mstep: Class 2 contains 31128 members 
Entering Unmasked Estep 
Score: -6820631.000000 Penalty: 5495.833496
	Iteration 8Q: 3 clusters Score -6820631 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34092 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -6821553.000000 Penalty: 5495.833496
	Iteration 9Q: 3 clusters Score -6821553 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 30377 members 
Entering Unmasked Estep 
Score: -6822135.500000 Penalty: 5495.833496
	Iteration 10Q: 3 clusters Score -6822136 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -6822633.000000 Penalty: 5495.833496
	Iteration 11Q: 3 clusters Score -6822633 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -6823057.000000 Penalty: 5495.833496
	Iteration 12Q: 3 clusters Score -6823057 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
Score: -6823523.500000 Penalty: 5495.833496
	Iteration 13Q: 3 clusters Score -6823524 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -6823996.000000 Penalty: 5495.833496
	Iteration 14Q: 3 clusters Score -6823996 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -6824472.500000 Penalty: 5495.833496
	Iteration 15Q: 3 clusters Score -6824472 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 27693 members 
Entering Unmasked Estep 
Score: -6824900.500000 Penalty: 5495.833496
	Iteration 16Q: 3 clusters Score -6824900 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -6825299.000000 Penalty: 5495.833496
	Iteration 17Q: 3 clusters Score -6825299 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -6825684.500000 Penalty: 5495.833496
	Iteration 18Q: 3 clusters Score -6825684 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38401 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -6826005.500000 Penalty: 5495.833496
	Iteration 19Q: 3 clusters Score -6826006 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38735 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -6826246.000000 Penalty: 5495.833496
	Iteration 20F: 3 clusters Score -6826246 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39052 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -6826398.000000 Penalty: 5495.833496
	Iteration 21Q: 3 clusters Score -6826398 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39315 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -6826526.000000 Penalty: 5495.833496
	Iteration 22Q: 3 clusters Score -6826526 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -6826588.000000 Penalty: 5495.833496
	Iteration 23Q: 3 clusters Score -6826588 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -6826650.000000 Penalty: 5495.833496
	Iteration 24Q: 3 clusters Score -6826650 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39939 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -6826697.500000 Penalty: 5495.833496
	Iteration 25Q: 3 clusters Score -6826698 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -6826767.000000 Penalty: 5495.833496
	Iteration 26Q: 3 clusters Score -6826767 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40342 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -6826829.000000 Penalty: 5495.833496
	Iteration 27Q: 3 clusters Score -6826829 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -6826883.000000 Penalty: 5495.833496
	Iteration 28Q: 3 clusters Score -6826883 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -6826901.500000 Penalty: 5495.833496
	Iteration 29Q: 3 clusters Score -6826902 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40860 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -6826923.000000 Penalty: 5495.833496
	Iteration 30Q: 3 clusters Score -6826923 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41032 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -6826942.500000 Penalty: 5495.833496
	Iteration 31Q: 3 clusters Score -6826942 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41171 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -6826946.500000 Penalty: 5495.833496
	Iteration 32Q: 3 clusters Score -6826946 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41298 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -6826987.000000 Penalty: 5495.833496
	Iteration 33Q: 3 clusters Score -6826987 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41425 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -6826994.000000 Penalty: 5495.833496
	Iteration 34Q: 3 clusters Score -6826994 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -6826999.000000 Penalty: 5495.833496
	Iteration 35Q: 3 clusters Score -6826999 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41638 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -6827038.500000 Penalty: 5495.833496
	Iteration 36Q: 3 clusters Score -6827038 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41734 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -6827046.500000 Penalty: 5495.833496
	Iteration 37Q: 3 clusters Score -6827046 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41846 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -6827083.500000 Penalty: 5495.833496
	Iteration 38Q: 3 clusters Score -6827084 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -6827081.000000 Penalty: 5495.833496
	Iteration 39Q: 3 clusters Score -6827081 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -6827109.000000 Penalty: 5495.833496
	Iteration 40F: 3 clusters Score -6827109 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42242 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -6827116.000000 Penalty: 5495.833496
	Iteration 41Q: 3 clusters Score -6827116 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42385 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -6827101.000000 Penalty: 5495.833496
	Iteration 42Q: 3 clusters Score -6827101 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -6827108.500000 Penalty: 5495.833496
	Iteration 43Q: 3 clusters Score -6827108 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42704 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -6827122.000000 Penalty: 5495.833496
	Iteration 44Q: 3 clusters Score -6827122 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42863 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -6827147.000000 Penalty: 5495.833496
	Iteration 45Q: 3 clusters Score -6827147 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43021 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -6827169.500000 Penalty: 5495.833496
	Iteration 46Q: 3 clusters Score -6827170 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -6827208.000000 Penalty: 5495.833496
	Iteration 47Q: 3 clusters Score -6827208 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43347 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -6827229.000000 Penalty: 5495.833496
	Iteration 48Q: 3 clusters Score -6827229 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43517 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -6827247.500000 Penalty: 5495.833496
	Iteration 49Q: 3 clusters Score -6827248 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43681 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -6827270.000000 Penalty: 5495.833496
	Iteration 50Q: 3 clusters Score -6827270 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43837 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -6827257.000000 Penalty: 5495.833496
	Iteration 51Q: 3 clusters Score -6827257 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43995 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -6827283.500000 Penalty: 5495.833496
	Iteration 52Q: 3 clusters Score -6827284 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44160 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -6827282.500000 Penalty: 5495.833496
	Iteration 53Q: 3 clusters Score -6827282 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44317 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -6827295.000000 Penalty: 5495.833496
	Iteration 54Q: 3 clusters Score -6827295 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44470 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -6827269.000000 Penalty: 5495.833496
	Iteration 55Q: 3 clusters Score -6827269 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44626 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -6827293.000000 Penalty: 5495.833496
	Iteration 56Q: 3 clusters Score -6827293 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -6827294.500000 Penalty: 5495.833496
	Iteration 57Q: 3 clusters Score -6827294 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44910 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -6827299.000000 Penalty: 5495.833496
	Iteration 58Q: 3 clusters Score -6827299 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45056 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -6827315.500000 Penalty: 5495.833496
	Iteration 59Q: 3 clusters Score -6827316 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45218 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -6827338.500000 Penalty: 5495.833496
	Iteration 60F: 3 clusters Score -6827338 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45397 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -6827375.500000 Penalty: 5495.833496
	Iteration 61Q: 3 clusters Score -6827376 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45585 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -6827374.000000 Penalty: 5495.833496
	Iteration 62Q: 3 clusters Score -6827374 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45785 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -6827404.500000 Penalty: 5495.833496
	Iteration 63Q: 3 clusters Score -6827404 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45985 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -6827411.500000 Penalty: 5495.833496
	Iteration 64Q: 3 clusters Score -6827412 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46161 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -6827441.500000 Penalty: 5495.833496
	Iteration 65Q: 3 clusters Score -6827442 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46322 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -6827462.500000 Penalty: 5495.833496
	Iteration 66Q: 3 clusters Score -6827462 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46488 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -6827454.500000 Penalty: 5495.833496
	Iteration 67Q: 3 clusters Score -6827454 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46659 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -6827459.500000 Penalty: 5495.833496
	Iteration 68Q: 3 clusters Score -6827460 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46845 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -6827503.500000 Penalty: 5495.833496
	Iteration 69Q: 3 clusters Score -6827504 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47061 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -6827495.500000 Penalty: 5495.833496
	Iteration 70Q: 3 clusters Score -6827496 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47271 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -6827544.500000 Penalty: 5495.833496
	Iteration 71Q: 3 clusters Score -6827544 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47482 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -6827553.500000 Penalty: 5495.833496
	Iteration 72Q: 3 clusters Score -6827554 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47684 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -6827606.500000 Penalty: 5495.833496
	Iteration 73Q: 3 clusters Score -6827606 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47879 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -6827617.500000 Penalty: 5495.833496
	Iteration 74Q: 3 clusters Score -6827618 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48060 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -6827653.000000 Penalty: 5495.833496
	Iteration 75Q: 3 clusters Score -6827653 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48259 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -6827682.500000 Penalty: 5495.833496
	Iteration 76Q: 3 clusters Score -6827682 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48469 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -6827680.000000 Penalty: 5495.833496
	Iteration 77Q: 3 clusters Score -6827680 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48686 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -6827698.000000 Penalty: 5495.833496
	Iteration 78Q: 3 clusters Score -6827698 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48909 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -6827704.500000 Penalty: 5495.833496
	Iteration 79Q: 3 clusters Score -6827704 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49123 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -6827727.500000 Penalty: 5495.833496
	Iteration 80F: 3 clusters Score -6827728 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49337 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -6827752.500000 Penalty: 5495.833496
	Iteration 81Q: 3 clusters Score -6827752 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49536 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -6827776.000000 Penalty: 5495.833496
	Iteration 82Q: 3 clusters Score -6827776 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49750 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -6827801.000000 Penalty: 5495.833496
	Iteration 83Q: 3 clusters Score -6827801 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49977 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -6827816.000000 Penalty: 5495.833496
	Iteration 84Q: 3 clusters Score -6827816 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50198 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -6827835.000000 Penalty: 5495.833496
	Iteration 85Q: 3 clusters Score -6827835 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50444 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -6827856.500000 Penalty: 5495.833496
	Iteration 86Q: 3 clusters Score -6827856 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50705 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -6827912.500000 Penalty: 5495.833496
	Iteration 87Q: 3 clusters Score -6827912 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50972 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -6827955.500000 Penalty: 5495.833496
	Iteration 88Q: 3 clusters Score -6827956 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51250 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -6827989.000000 Penalty: 5495.833496
	Iteration 89Q: 3 clusters Score -6827989 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51559 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -6828047.000000 Penalty: 5495.833496
	Iteration 90Q: 3 clusters Score -6828047 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51844 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -6828094.000000 Penalty: 5495.833496
	Iteration 91Q: 3 clusters Score -6828094 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52109 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -6828143.000000 Penalty: 5495.833496
	Iteration 92Q: 3 clusters Score -6828143 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52387 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -6828213.500000 Penalty: 5495.833496
	Iteration 93Q: 3 clusters Score -6828214 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52680 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -6828251.000000 Penalty: 5495.833496
	Iteration 94Q: 3 clusters Score -6828251 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52980 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -6828315.000000 Penalty: 5495.833496
	Iteration 95Q: 3 clusters Score -6828315 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53293 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -6828410.500000 Penalty: 5495.833496
	Iteration 96Q: 3 clusters Score -6828410 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53649 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -6828464.000000 Penalty: 5495.833496
	Iteration 97Q: 3 clusters Score -6828464 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54063 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -6828551.500000 Penalty: 5495.833496
	Iteration 98Q: 3 clusters Score -6828552 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54520 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -6828719.000000 Penalty: 5495.833496
	Iteration 99Q: 3 clusters Score -6828719 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54980 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -6828863.000000 Penalty: 5495.833496
	Iteration 100F: 3 clusters Score -6828863 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55438 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -6829025.000000 Penalty: 5495.833496
	Iteration 101Q: 3 clusters Score -6829025 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55922 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -6829203.000000 Penalty: 5495.833496
	Iteration 102Q: 3 clusters Score -6829203 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56401 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -6829360.500000 Penalty: 5495.833496
	Iteration 103Q: 3 clusters Score -6829360 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56898 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -6829554.000000 Penalty: 5495.833496
	Iteration 104Q: 3 clusters Score -6829554 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57356 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -6829742.500000 Penalty: 5495.833496
	Iteration 105Q: 3 clusters Score -6829742 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57758 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -6829826.000000 Penalty: 5495.833496
	Iteration 106Q: 3 clusters Score -6829826 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58123 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -6829925.000000 Penalty: 5495.833496
	Iteration 107Q: 3 clusters Score -6829925 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58463 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -6830019.500000 Penalty: 5495.833496
	Iteration 108Q: 3 clusters Score -6830020 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58795 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -6830124.500000 Penalty: 5495.833496
	Iteration 109Q: 3 clusters Score -6830124 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59113 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -6830229.500000 Penalty: 5495.833496
	Iteration 110Q: 3 clusters Score -6830230 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59413 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -6830336.000000 Penalty: 5495.833496
	Iteration 111Q: 3 clusters Score -6830336 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59687 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -6830415.500000 Penalty: 5495.833496
	Iteration 112Q: 3 clusters Score -6830416 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59953 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -6830540.000000 Penalty: 5495.833496
	Iteration 113Q: 3 clusters Score -6830540 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60209 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -6830689.000000 Penalty: 5495.833496
	Iteration 114Q: 3 clusters Score -6830689 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60486 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -6831005.000000 Penalty: 5495.833496
	Iteration 115Q: 3 clusters Score -6831005 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60766 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -6831801.000000 Penalty: 5495.833496
	Iteration 116Q: 3 clusters Score -6831801 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60936 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -6832765.500000 Penalty: 5495.833496
	Iteration 117Q: 3 clusters Score -6832766 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60870 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -6833048.500000 Penalty: 5495.833496
	Iteration 118Q: 3 clusters Score -6833048 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60798 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -6833134.500000 Penalty: 5495.833496
	Iteration 119Q: 3 clusters Score -6833134 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60730 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -6833187.500000 Penalty: 5495.833496
	Iteration 120F: 3 clusters Score -6833188 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60708 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -6833193.500000 Penalty: 5495.833496
	Iteration 121Q: 3 clusters Score -6833194 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60670 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -6833214.500000 Penalty: 5495.833496
	Iteration 122Q: 3 clusters Score -6833214 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60631 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -6833209.000000 Penalty: 5495.833496
	Iteration 123Q: 3 clusters Score -6833209 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60604 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -6833229.000000 Penalty: 5495.833496
	Iteration 124Q: 3 clusters Score -6833229 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60591 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -6833220.500000 Penalty: 5495.833496
	Iteration 125Q: 3 clusters Score -6833220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60582 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -6833220.500000 Penalty: 5495.833496
	Iteration 126Q: 3 clusters Score -6833220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60576 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -6833226.000000 Penalty: 5495.833496
	Iteration 127Q: 3 clusters Score -6833226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60573 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -6833228.000000 Penalty: 5495.833496
	Iteration 128Q: 3 clusters Score -6833228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60571 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -6833224.500000 Penalty: 5495.833496
	Iteration 129Q: 3 clusters Score -6833224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60571 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -6833224.500000 Penalty: 5495.833496
	Iteration 130F: 3 clusters Score -6833224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 82837 members 
Mstep: Class 2 contains 14485 members 
Mstep: Class 3 contains 10179 members 
Mstep: Class 4 contains 1558 members 
Mstep: Class 5 contains 5871 members 
Mstep: Class 6 contains 80000 members 
Mstep: Class 7 contains 9127 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 188591 members 
Mstep: Class 10 contains 37097 members 
Mstep: Class 11 contains 60571 members 
Mstep: Class 12 contains 45697 members 
Mstep: Class 13 contains 46589 members 
Mstep: Class 14 contains 84076 members 
Mstep: Class 15 contains 13320 members 
Mstep: Class 16 contains 54870 members 
Mstep: Class 17 contains 38868 members 
Mstep: Class 18 contains 161533 members 
Mstep: Class 19 contains 29102 members 
Mstep: Class 20 contains 12622 members 
Mstep: Class 21 contains 13317 members 
Mstep: Class 22 contains 2587 members 
Mstep: Class 23 contains 3909 members 
Mstep: Class 24 contains 87720 members 
Mstep: Class 25 contains 2220 members 
Mstep: Class 26 contains 7784 members 
Mstep: Class 27 contains 1661 members 
Mstep: Class 28 contains 4310 members 
Entering Unmasked Estep 
Score: -114816408.000000 Penalty: 96624.492188
Splitting cluster 11 changes total score from -114639240.000000 to -114816408.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 12 (45697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45697 members 
Entering Unmasked Estep 
Score: -4712061.500000 Penalty: 2660.987305
	Iteration 0F: 2 clusters Score -4712062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -4681517.500000 Penalty: 5321.974609
	Iteration 0F: 3 clusters Score -4681518 nChanged 20936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -4694147.000000 Penalty: 5321.974609
	Iteration 1F: 3 clusters Score -4694147 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -4695891.500000 Penalty: 5321.974609
	Iteration 2F: 3 clusters Score -4695892 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -4697851.000000 Penalty: 5321.974609
	Iteration 3F: 3 clusters Score -4697851 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -4699823.000000 Penalty: 5321.974609
	Iteration 4F: 3 clusters Score -4699823 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -4701742.500000 Penalty: 5321.974609
	Iteration 5F: 3 clusters Score -4701742 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 33757 members 
Entering Unmasked Estep 
Score: -4703838.000000 Penalty: 5321.974609
	Iteration 6F: 3 clusters Score -4703838 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 35809 members 
Entering Unmasked Estep 
Score: -4705857.500000 Penalty: 5321.974609
	Iteration 7F: 3 clusters Score -4705858 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -4707752.000000 Penalty: 5321.974609
	Iteration 8Q: 3 clusters Score -4707752 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -4709127.500000 Penalty: 5321.974609
	Iteration 9Q: 3 clusters Score -4709128 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -4709960.500000 Penalty: 5321.974609
	Iteration 10Q: 3 clusters Score -4709960 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 39758 members 
Entering Unmasked Estep 
Score: -4710684.000000 Penalty: 5321.974609
	Iteration 11Q: 3 clusters Score -4710684 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 39999 members 
Entering Unmasked Estep 
Score: -4711311.500000 Penalty: 5321.974609
	Iteration 12Q: 3 clusters Score -4711312 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 40207 members 
Entering Unmasked Estep 
Score: -4711956.500000 Penalty: 5321.974609
	Iteration 13Q: 3 clusters Score -4711956 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -4712493.500000 Penalty: 5321.974609
	Iteration 14Q: 3 clusters Score -4712494 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 40477 members 
Entering Unmasked Estep 
Score: -4712903.000000 Penalty: 5321.974609
	Iteration 15Q: 3 clusters Score -4712903 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -4713173.500000 Penalty: 5321.974609
	Iteration 16Q: 3 clusters Score -4713174 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 40733 members 
Entering Unmasked Estep 
Score: -4713384.000000 Penalty: 5321.974609
	Iteration 17Q: 3 clusters Score -4713384 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -4713470.000000 Penalty: 5321.974609
	Iteration 18Q: 3 clusters Score -4713470 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 40941 members 
Entering Unmasked Estep 
Score: -4713539.000000 Penalty: 5321.974609
	Iteration 19Q: 3 clusters Score -4713539 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 41021 members 
Entering Unmasked Estep 
Score: -4713598.000000 Penalty: 5321.974609
	Iteration 20F: 3 clusters Score -4713598 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -4713644.000000 Penalty: 5321.974609
	Iteration 21Q: 3 clusters Score -4713644 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 41185 members 
Entering Unmasked Estep 
Score: -4713681.500000 Penalty: 5321.974609
	Iteration 22Q: 3 clusters Score -4713682 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 41258 members 
Entering Unmasked Estep 
Score: -4713713.000000 Penalty: 5321.974609
	Iteration 23Q: 3 clusters Score -4713713 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
Score: -4713771.000000 Penalty: 5321.974609
	Iteration 24Q: 3 clusters Score -4713771 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 41395 members 
Entering Unmasked Estep 
Score: -4713828.000000 Penalty: 5321.974609
	Iteration 25Q: 3 clusters Score -4713828 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 41486 members 
Entering Unmasked Estep 
Score: -4713896.500000 Penalty: 5321.974609
	Iteration 26Q: 3 clusters Score -4713896 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 41571 members 
Entering Unmasked Estep 
Score: -4713964.000000 Penalty: 5321.974609
	Iteration 27Q: 3 clusters Score -4713964 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -4714004.500000 Penalty: 5321.974609
	Iteration 28Q: 3 clusters Score -4714004 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 41730 members 
Entering Unmasked Estep 
Score: -4714020.500000 Penalty: 5321.974609
	Iteration 29Q: 3 clusters Score -4714020 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -4714051.000000 Penalty: 5321.974609
	Iteration 30Q: 3 clusters Score -4714051 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 41857 members 
Entering Unmasked Estep 
Score: -4714064.500000 Penalty: 5321.974609
	Iteration 31Q: 3 clusters Score -4714064 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -4714065.500000 Penalty: 5321.974609
	Iteration 32Q: 3 clusters Score -4714066 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 41980 members 
Entering Unmasked Estep 
Score: -4714094.000000 Penalty: 5321.974609
	Iteration 33Q: 3 clusters Score -4714094 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
Score: -4714114.500000 Penalty: 5321.974609
	Iteration 34Q: 3 clusters Score -4714114 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 42060 members 
Entering Unmasked Estep 
Score: -4714124.500000 Penalty: 5321.974609
	Iteration 35Q: 3 clusters Score -4714124 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -4714127.500000 Penalty: 5321.974609
	Iteration 36Q: 3 clusters Score -4714128 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 42130 members 
Entering Unmasked Estep 
Score: -4714140.500000 Penalty: 5321.974609
	Iteration 37Q: 3 clusters Score -4714140 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -4714153.500000 Penalty: 5321.974609
	Iteration 38Q: 3 clusters Score -4714154 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 42191 members 
Entering Unmasked Estep 
Score: -4714178.500000 Penalty: 5321.974609
	Iteration 39Q: 3 clusters Score -4714178 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 42212 members 
Entering Unmasked Estep 
Score: -4714173.000000 Penalty: 5321.974609
	Iteration 40F: 3 clusters Score -4714173 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 42227 members 
Entering Unmasked Estep 
Score: -4714180.000000 Penalty: 5321.974609
	Iteration 41Q: 3 clusters Score -4714180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 42238 members 
Entering Unmasked Estep 
Score: -4714174.000000 Penalty: 5321.974609
	Iteration 42Q: 3 clusters Score -4714174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 42250 members 
Entering Unmasked Estep 
Score: -4714184.000000 Penalty: 5321.974609
	Iteration 43Q: 3 clusters Score -4714184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 42271 members 
Entering Unmasked Estep 
Score: -4714189.500000 Penalty: 5321.974609
	Iteration 44Q: 3 clusters Score -4714190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 42292 members 
Entering Unmasked Estep 
Score: -4714195.000000 Penalty: 5321.974609
	Iteration 45Q: 3 clusters Score -4714195 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 42317 members 
Entering Unmasked Estep 
Score: -4714203.000000 Penalty: 5321.974609
	Iteration 46Q: 3 clusters Score -4714203 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 42341 members 
Entering Unmasked Estep 
Score: -4714200.500000 Penalty: 5321.974609
	Iteration 47Q: 3 clusters Score -4714200 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 42368 members 
Entering Unmasked Estep 
Score: -4714213.000000 Penalty: 5321.974609
	Iteration 48Q: 3 clusters Score -4714213 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 42385 members 
Entering Unmasked Estep 
Score: -4714225.000000 Penalty: 5321.974609
	Iteration 49Q: 3 clusters Score -4714225 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -4714212.500000 Penalty: 5321.974609
	Iteration 50Q: 3 clusters Score -4714212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 42412 members 
Entering Unmasked Estep 
Score: -4714213.500000 Penalty: 5321.974609
	Iteration 51Q: 3 clusters Score -4714214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
Score: -4714217.500000 Penalty: 5321.974609
	Iteration 52Q: 3 clusters Score -4714218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 42430 members 
Entering Unmasked Estep 
Score: -4714213.500000 Penalty: 5321.974609
	Iteration 53Q: 3 clusters Score -4714214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 42439 members 
Entering Unmasked Estep 
Score: -4714211.000000 Penalty: 5321.974609
	Iteration 54Q: 3 clusters Score -4714211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 42449 members 
Entering Unmasked Estep 
Score: -4714215.000000 Penalty: 5321.974609
	Iteration 55Q: 3 clusters Score -4714215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 42460 members 
Entering Unmasked Estep 
Score: -4714223.000000 Penalty: 5321.974609
	Iteration 56Q: 3 clusters Score -4714223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 42467 members 
Entering Unmasked Estep 
Score: -4714225.000000 Penalty: 5321.974609
	Iteration 57Q: 3 clusters Score -4714225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 42478 members 
Entering Unmasked Estep 
Score: -4714223.500000 Penalty: 5321.974609
	Iteration 58Q: 3 clusters Score -4714224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 42488 members 
Entering Unmasked Estep 
Score: -4714234.500000 Penalty: 5321.974609
	Iteration 59Q: 3 clusters Score -4714234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -4714241.500000 Penalty: 5321.974609
	Iteration 60F: 3 clusters Score -4714242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 42496 members 
Entering Unmasked Estep 
Score: -4714241.000000 Penalty: 5321.974609
	Iteration 61Q: 3 clusters Score -4714241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 42500 members 
Entering Unmasked Estep 
Score: -4714237.500000 Penalty: 5321.974609
	Iteration 62Q: 3 clusters Score -4714238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 42503 members 
Entering Unmasked Estep 
Score: -4714245.000000 Penalty: 5321.974609
	Iteration 63Q: 3 clusters Score -4714245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 42506 members 
Entering Unmasked Estep 
Score: -4714248.000000 Penalty: 5321.974609
	Iteration 64Q: 3 clusters Score -4714248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 42509 members 
Entering Unmasked Estep 
Score: -4714238.000000 Penalty: 5321.974609
	Iteration 65Q: 3 clusters Score -4714238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 42517 members 
Entering Unmasked Estep 
Score: -4714231.500000 Penalty: 5321.974609
	Iteration 66Q: 3 clusters Score -4714232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 42529 members 
Entering Unmasked Estep 
Score: -4714240.500000 Penalty: 5321.974609
	Iteration 67Q: 3 clusters Score -4714240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 42536 members 
Entering Unmasked Estep 
Score: -4714241.500000 Penalty: 5321.974609
	Iteration 68Q: 3 clusters Score -4714242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 42544 members 
Entering Unmasked Estep 
Score: -4714247.500000 Penalty: 5321.974609
	Iteration 69Q: 3 clusters Score -4714248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 42552 members 
Entering Unmasked Estep 
Score: -4714247.000000 Penalty: 5321.974609
	Iteration 70Q: 3 clusters Score -4714247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 42558 members 
Entering Unmasked Estep 
Score: -4714237.000000 Penalty: 5321.974609
	Iteration 71Q: 3 clusters Score -4714237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -4714244.500000 Penalty: 5321.974609
	Iteration 72Q: 3 clusters Score -4714244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
Score: -4714244.000000 Penalty: 5321.974609
	Iteration 73Q: 3 clusters Score -4714244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 42579 members 
Entering Unmasked Estep 
Score: -4714244.500000 Penalty: 5321.974609
	Iteration 74Q: 3 clusters Score -4714244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 42582 members 
Entering Unmasked Estep 
Score: -4714249.500000 Penalty: 5321.974609
	Iteration 75Q: 3 clusters Score -4714250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 42586 members 
Entering Unmasked Estep 
Score: -4714249.000000 Penalty: 5321.974609
	Iteration 76Q: 3 clusters Score -4714249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
Score: -4714239.000000 Penalty: 5321.974609
	Iteration 77Q: 3 clusters Score -4714239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
Score: -4714239.000000 Penalty: 5321.974609
	Iteration 78F: 3 clusters Score -4714239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 82837 members 
Mstep: Class 2 contains 14485 members 
Mstep: Class 3 contains 10179 members 
Mstep: Class 4 contains 1558 members 
Mstep: Class 5 contains 5871 members 
Mstep: Class 6 contains 80000 members 
Mstep: Class 7 contains 9127 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 188591 members 
Mstep: Class 10 contains 37097 members 
Mstep: Class 11 contains 60571 members 
Mstep: Class 12 contains 3109 members 
Mstep: Class 13 contains 46589 members 
Mstep: Class 14 contains 84076 members 
Mstep: Class 15 contains 13320 members 
Mstep: Class 16 contains 54870 members 
Mstep: Class 17 contains 38868 members 
Mstep: Class 18 contains 161533 members 
Mstep: Class 19 contains 29102 members 
Mstep: Class 20 contains 12622 members 
Mstep: Class 21 contains 13317 members 
Mstep: Class 22 contains 2587 members 
Mstep: Class 23 contains 3909 members 
Mstep: Class 24 contains 87720 members 
Mstep: Class 25 contains 2220 members 
Mstep: Class 26 contains 7784 members 
Mstep: Class 27 contains 1661 members 
Mstep: Class 28 contains 4310 members 
Mstep: Class 29 contains 42588 members 
Entering Unmasked Estep 
Score: -114818072.000000 Penalty: 100075.367188
Splitting cluster 12 changes total score from -114639240.000000 to -114818072.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 13 (46589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46589 members 
Entering Unmasked Estep 
Score: -4792707.500000 Penalty: 2665.781738
	Iteration 0F: 2 clusters Score -4792708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -4761320.500000 Penalty: 5331.563477
	Iteration 0F: 3 clusters Score -4761320 nChanged 21584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -4775661.000000 Penalty: 5331.563477
	Iteration 1F: 3 clusters Score -4775661 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -4781308.500000 Penalty: 5331.563477
	Iteration 2F: 3 clusters Score -4781308 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -4790315.000000 Penalty: 5331.563477
	Iteration 3F: 3 clusters Score -4790315 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -4800960.500000 Penalty: 5331.563477
	Iteration 4F: 3 clusters Score -4800960 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -4806310.000000 Penalty: 5331.563477
	Iteration 5F: 3 clusters Score -4806310 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 31216 members 
Entering Unmasked Estep 
Score: -4807538.500000 Penalty: 5331.563477
	Iteration 6Q: 3 clusters Score -4807538 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -4807838.500000 Penalty: 5331.563477
	Iteration 7Q: 3 clusters Score -4807838 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
Score: -4807902.500000 Penalty: 5331.563477
	Iteration 8Q: 3 clusters Score -4807902 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -4807942.500000 Penalty: 5331.563477
	Iteration 9Q: 3 clusters Score -4807942 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -4807973.000000 Penalty: 5331.563477
	Iteration 10Q: 3 clusters Score -4807973 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -4808014.000000 Penalty: 5331.563477
	Iteration 11Q: 3 clusters Score -4808014 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -4808043.500000 Penalty: 5331.563477
	Iteration 12Q: 3 clusters Score -4808044 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 32161 members 
Entering Unmasked Estep 
Score: -4808082.500000 Penalty: 5331.563477
	Iteration 13Q: 3 clusters Score -4808082 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -4808085.000000 Penalty: 5331.563477
	Iteration 14Q: 3 clusters Score -4808085 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -4808110.500000 Penalty: 5331.563477
	Iteration 15Q: 3 clusters Score -4808110 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -4808141.000000 Penalty: 5331.563477
	Iteration 16Q: 3 clusters Score -4808141 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 32499 members 
Entering Unmasked Estep 
Score: -4808172.500000 Penalty: 5331.563477
	Iteration 17Q: 3 clusters Score -4808172 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -4808181.000000 Penalty: 5331.563477
	Iteration 18Q: 3 clusters Score -4808181 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 32694 members 
Entering Unmasked Estep 
Score: -4808204.500000 Penalty: 5331.563477
	Iteration 19Q: 3 clusters Score -4808204 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -4808248.000000 Penalty: 5331.563477
	Iteration 20F: 3 clusters Score -4808248 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -4808263.000000 Penalty: 5331.563477
	Iteration 21Q: 3 clusters Score -4808263 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -4808337.500000 Penalty: 5331.563477
	Iteration 22Q: 3 clusters Score -4808338 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 33180 members 
Entering Unmasked Estep 
Score: -4808414.000000 Penalty: 5331.563477
	Iteration 23Q: 3 clusters Score -4808414 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 33339 members 
Entering Unmasked Estep 
Score: -4808494.500000 Penalty: 5331.563477
	Iteration 24Q: 3 clusters Score -4808494 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 33527 members 
Entering Unmasked Estep 
Score: -4808617.000000 Penalty: 5331.563477
	Iteration 25Q: 3 clusters Score -4808617 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 33726 members 
Entering Unmasked Estep 
Score: -4808765.500000 Penalty: 5331.563477
	Iteration 26Q: 3 clusters Score -4808766 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -4808902.000000 Penalty: 5331.563477
	Iteration 27Q: 3 clusters Score -4808902 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -4809005.500000 Penalty: 5331.563477
	Iteration 28Q: 3 clusters Score -4809006 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -4809064.000000 Penalty: 5331.563477
	Iteration 29Q: 3 clusters Score -4809064 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 34396 members 
Entering Unmasked Estep 
Score: -4809141.000000 Penalty: 5331.563477
	Iteration 30Q: 3 clusters Score -4809141 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -4809184.000000 Penalty: 5331.563477
	Iteration 31Q: 3 clusters Score -4809184 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 34598 members 
Entering Unmasked Estep 
Score: -4809227.000000 Penalty: 5331.563477
	Iteration 32Q: 3 clusters Score -4809227 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -4809270.000000 Penalty: 5331.563477
	Iteration 33Q: 3 clusters Score -4809270 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -4809325.000000 Penalty: 5331.563477
	Iteration 34Q: 3 clusters Score -4809325 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 34847 members 
Entering Unmasked Estep 
Score: -4809424.500000 Penalty: 5331.563477
	Iteration 35Q: 3 clusters Score -4809424 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 34985 members 
Entering Unmasked Estep 
Score: -4809672.000000 Penalty: 5331.563477
	Iteration 36Q: 3 clusters Score -4809672 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 35199 members 
Entering Unmasked Estep 
Score: -4810347.500000 Penalty: 5331.563477
	Iteration 37Q: 3 clusters Score -4810348 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -4811705.000000 Penalty: 5331.563477
	Iteration 38Q: 3 clusters Score -4811705 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -4812432.500000 Penalty: 5331.563477
	Iteration 39Q: 3 clusters Score -4812432 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -4812521.500000 Penalty: 5331.563477
	Iteration 40F: 3 clusters Score -4812522 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 35811 members 
Entering Unmasked Estep 
Score: -4812537.000000 Penalty: 5331.563477
	Iteration 41Q: 3 clusters Score -4812537 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -4812541.500000 Penalty: 5331.563477
	Iteration 42Q: 3 clusters Score -4812542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -4812559.000000 Penalty: 5331.563477
	Iteration 43Q: 3 clusters Score -4812559 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -4812555.000000 Penalty: 5331.563477
	Iteration 44Q: 3 clusters Score -4812555 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -4812568.000000 Penalty: 5331.563477
	Iteration 45Q: 3 clusters Score -4812568 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -4812583.000000 Penalty: 5331.563477
	Iteration 46Q: 3 clusters Score -4812583 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 35672 members 
Entering Unmasked Estep 
Score: -4812602.000000 Penalty: 5331.563477
	Iteration 47Q: 3 clusters Score -4812602 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -4812614.500000 Penalty: 5331.563477
	Iteration 48Q: 3 clusters Score -4812614 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 35594 members 
Entering Unmasked Estep 
Score: -4812625.500000 Penalty: 5331.563477
	Iteration 49Q: 3 clusters Score -4812626 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 35564 members 
Entering Unmasked Estep 
Score: -4812640.500000 Penalty: 5331.563477
	Iteration 50Q: 3 clusters Score -4812640 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 35541 members 
Entering Unmasked Estep 
Score: -4812648.500000 Penalty: 5331.563477
	Iteration 51Q: 3 clusters Score -4812648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -4812655.000000 Penalty: 5331.563477
	Iteration 52Q: 3 clusters Score -4812655 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -4812650.500000 Penalty: 5331.563477
	Iteration 53Q: 3 clusters Score -4812650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -4812649.000000 Penalty: 5331.563477
	Iteration 54Q: 3 clusters Score -4812649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -4812655.000000 Penalty: 5331.563477
	Iteration 55Q: 3 clusters Score -4812655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 35472 members 
Entering Unmasked Estep 
Score: -4812656.000000 Penalty: 5331.563477
	Iteration 56Q: 3 clusters Score -4812656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -4812658.500000 Penalty: 5331.563477
	Iteration 57Q: 3 clusters Score -4812658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 35463 members 
Entering Unmasked Estep 
Score: -4812664.500000 Penalty: 5331.563477
	Iteration 58Q: 3 clusters Score -4812664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 35460 members 
Entering Unmasked Estep 
Score: -4812666.000000 Penalty: 5331.563477
	Iteration 59Q: 3 clusters Score -4812666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -4812671.000000 Penalty: 5331.563477
	Iteration 60F: 3 clusters Score -4812671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 82837 members 
Mstep: Class 2 contains 14485 members 
Mstep: Class 3 contains 10179 members 
Mstep: Class 4 contains 1558 members 
Mstep: Class 5 contains 5871 members 
Mstep: Class 6 contains 80000 members 
Mstep: Class 7 contains 9127 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 188591 members 
Mstep: Class 10 contains 37097 members 
Mstep: Class 11 contains 60571 members 
Mstep: Class 12 contains 3109 members 
Mstep: Class 13 contains 11130 members 
Mstep: Class 14 contains 84076 members 
Mstep: Class 15 contains 13320 members 
Mstep: Class 16 contains 54870 members 
Mstep: Class 17 contains 38868 members 
Mstep: Class 18 contains 161533 members 
Mstep: Class 19 contains 29102 members 
Mstep: Class 20 contains 12622 members 
Mstep: Class 21 contains 13317 members 
Mstep: Class 22 contains 2587 members 
Mstep: Class 23 contains 3909 members 
Mstep: Class 24 contains 87720 members 
Mstep: Class 25 contains 2220 members 
Mstep: Class 26 contains 7784 members 
Mstep: Class 27 contains 1661 members 
Mstep: Class 28 contains 4310 members 
Mstep: Class 29 contains 42588 members 
Mstep: Class 30 contains 35459 members 
Entering Unmasked Estep 
Score: -114836840.000000 Penalty: 103526.242188
Splitting cluster 13 changes total score from -114639240.000000 to -114836840.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 14 (84076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84076 members 
Entering Unmasked Estep 
Score: -8520820.000000 Penalty: 2812.190186
	Iteration 0F: 2 clusters Score -8520820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -8464347.000000 Penalty: 5624.380371
	Iteration 0F: 3 clusters Score -8464347 nChanged 39681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41067 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -8487806.000000 Penalty: 5624.380371
	Iteration 1F: 3 clusters Score -8487806 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 43464 members 
Entering Unmasked Estep 
Score: -8489378.000000 Penalty: 5624.380371
	Iteration 2Q: 3 clusters Score -8489378 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 44308 members 
Entering Unmasked Estep 
Score: -8491473.000000 Penalty: 5624.380371
	Iteration 3F: 3 clusters Score -8491473 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 45298 members 
Entering Unmasked Estep 
Score: -8494199.000000 Penalty: 5624.380371
	Iteration 4F: 3 clusters Score -8494199 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 46272 members 
Entering Unmasked Estep 
Score: -8497531.000000 Penalty: 5624.380371
	Iteration 5F: 3 clusters Score -8497531 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 46988 members 
Entering Unmasked Estep 
Score: -8501106.000000 Penalty: 5624.380371
	Iteration 6F: 3 clusters Score -8501106 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 47048 members 
Entering Unmasked Estep 
Score: -8504572.000000 Penalty: 5624.380371
	Iteration 7F: 3 clusters Score -8504572 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37651 members 
Mstep: Class 2 contains 46425 members 
Entering Unmasked Estep 
Score: -8507766.000000 Penalty: 5624.380371
	Iteration 8F: 3 clusters Score -8507766 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 45309 members 
Entering Unmasked Estep 
Score: -8510196.000000 Penalty: 5624.380371
	Iteration 9F: 3 clusters Score -8510196 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40009 members 
Mstep: Class 2 contains 44067 members 
Entering Unmasked Estep 
Score: -8511712.000000 Penalty: 5624.380371
	Iteration 10Q: 3 clusters Score -8511712 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 42815 members 
Entering Unmasked Estep 
Score: -8512674.000000 Penalty: 5624.380371
	Iteration 11Q: 3 clusters Score -8512674 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42493 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
Score: -8513323.000000 Penalty: 5624.380371
	Iteration 12Q: 3 clusters Score -8513323 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43613 members 
Mstep: Class 2 contains 40463 members 
Entering Unmasked Estep 
Score: -8513750.000000 Penalty: 5624.380371
	Iteration 13Q: 3 clusters Score -8513750 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -8514113.000000 Penalty: 5624.380371
	Iteration 14Q: 3 clusters Score -8514113 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45759 members 
Mstep: Class 2 contains 38317 members 
Entering Unmasked Estep 
Score: -8514473.000000 Penalty: 5624.380371
	Iteration 15Q: 3 clusters Score -8514473 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46860 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -8514831.000000 Penalty: 5624.380371
	Iteration 16Q: 3 clusters Score -8514831 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47960 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -8515220.000000 Penalty: 5624.380371
	Iteration 17Q: 3 clusters Score -8515220 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49065 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -8515515.000000 Penalty: 5624.380371
	Iteration 18Q: 3 clusters Score -8515515 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50171 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -8515793.000000 Penalty: 5624.380371
	Iteration 19Q: 3 clusters Score -8515793 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51303 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -8516074.000000 Penalty: 5624.380371
	Iteration 20F: 3 clusters Score -8516074 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52381 members 
Mstep: Class 2 contains 31695 members 
Entering Unmasked Estep 
Score: -8516379.000000 Penalty: 5624.380371
	Iteration 21Q: 3 clusters Score -8516379 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53396 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -8516638.000000 Penalty: 5624.380371
	Iteration 22Q: 3 clusters Score -8516638 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54438 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -8516853.000000 Penalty: 5624.380371
	Iteration 23Q: 3 clusters Score -8516853 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55426 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -8517154.000000 Penalty: 5624.380371
	Iteration 24Q: 3 clusters Score -8517154 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56369 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -8517377.000000 Penalty: 5624.380371
	Iteration 25Q: 3 clusters Score -8517377 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57247 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -8517548.000000 Penalty: 5624.380371
	Iteration 26Q: 3 clusters Score -8517548 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58132 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -8517759.000000 Penalty: 5624.380371
	Iteration 27Q: 3 clusters Score -8517759 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58969 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -8517913.000000 Penalty: 5624.380371
	Iteration 28Q: 3 clusters Score -8517913 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59793 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -8518064.000000 Penalty: 5624.380371
	Iteration 29Q: 3 clusters Score -8518064 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60625 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -8518250.000000 Penalty: 5624.380371
	Iteration 30Q: 3 clusters Score -8518250 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61436 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -8518438.000000 Penalty: 5624.380371
	Iteration 31Q: 3 clusters Score -8518438 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62203 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -8518614.000000 Penalty: 5624.380371
	Iteration 32Q: 3 clusters Score -8518614 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62945 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -8518774.000000 Penalty: 5624.380371
	Iteration 33Q: 3 clusters Score -8518774 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63607 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -8518846.000000 Penalty: 5624.380371
	Iteration 34Q: 3 clusters Score -8518846 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64247 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -8519013.000000 Penalty: 5624.380371
	Iteration 35Q: 3 clusters Score -8519013 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64852 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -8519127.000000 Penalty: 5624.380371
	Iteration 36Q: 3 clusters Score -8519127 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65424 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -8519225.000000 Penalty: 5624.380371
	Iteration 37Q: 3 clusters Score -8519225 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65966 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -8519278.000000 Penalty: 5624.380371
	Iteration 38Q: 3 clusters Score -8519278 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66506 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -8519420.000000 Penalty: 5624.380371
	Iteration 39Q: 3 clusters Score -8519420 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67043 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -8519498.000000 Penalty: 5624.380371
	Iteration 40F: 3 clusters Score -8519498 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67546 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -8519630.000000 Penalty: 5624.380371
	Iteration 41Q: 3 clusters Score -8519630 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68054 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -8519744.000000 Penalty: 5624.380371
	Iteration 42Q: 3 clusters Score -8519744 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68525 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -8519812.000000 Penalty: 5624.380371
	Iteration 43Q: 3 clusters Score -8519812 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68966 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -8519884.000000 Penalty: 5624.380371
	Iteration 44Q: 3 clusters Score -8519884 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69379 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -8519987.000000 Penalty: 5624.380371
	Iteration 45Q: 3 clusters Score -8519987 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69776 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -8520010.000000 Penalty: 5624.380371
	Iteration 46Q: 3 clusters Score -8520010 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70170 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -8520114.000000 Penalty: 5624.380371
	Iteration 47Q: 3 clusters Score -8520114 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70547 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -8520184.000000 Penalty: 5624.380371
	Iteration 48Q: 3 clusters Score -8520184 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70911 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -8520306.000000 Penalty: 5624.380371
	Iteration 49Q: 3 clusters Score -8520306 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71245 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -8520345.000000 Penalty: 5624.380371
	Iteration 50Q: 3 clusters Score -8520345 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71594 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -8520411.000000 Penalty: 5624.380371
	Iteration 51Q: 3 clusters Score -8520411 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71932 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -8520494.000000 Penalty: 5624.380371
	Iteration 52Q: 3 clusters Score -8520494 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72248 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -8520570.000000 Penalty: 5624.380371
	Iteration 53Q: 3 clusters Score -8520570 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72606 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -8520649.000000 Penalty: 5624.380371
	Iteration 54Q: 3 clusters Score -8520649 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72932 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -8520723.000000 Penalty: 5624.380371
	Iteration 55Q: 3 clusters Score -8520723 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73227 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -8520804.000000 Penalty: 5624.380371
	Iteration 56Q: 3 clusters Score -8520804 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73482 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -8520852.000000 Penalty: 5624.380371
	Iteration 57Q: 3 clusters Score -8520852 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73702 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -8520927.000000 Penalty: 5624.380371
	Iteration 58Q: 3 clusters Score -8520927 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73893 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -8520983.000000 Penalty: 5624.380371
	Iteration 59Q: 3 clusters Score -8520983 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74072 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -8521021.000000 Penalty: 5624.380371
	Iteration 60F: 3 clusters Score -8521021 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74223 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -8521060.000000 Penalty: 5624.380371
	Iteration 61Q: 3 clusters Score -8521060 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74375 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -8521082.000000 Penalty: 5624.380371
	Iteration 62Q: 3 clusters Score -8521082 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74509 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -8521109.000000 Penalty: 5624.380371
	Iteration 63Q: 3 clusters Score -8521109 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74622 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -8521104.000000 Penalty: 5624.380371
	Iteration 64Q: 3 clusters Score -8521104 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74730 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -8521124.000000 Penalty: 5624.380371
	Iteration 65Q: 3 clusters Score -8521124 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74826 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -8521150.000000 Penalty: 5624.380371
	Iteration 66Q: 3 clusters Score -8521150 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74917 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -8521173.000000 Penalty: 5624.380371
	Iteration 67Q: 3 clusters Score -8521173 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74992 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -8521164.000000 Penalty: 5624.380371
	Iteration 68Q: 3 clusters Score -8521164 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75051 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -8521185.000000 Penalty: 5624.380371
	Iteration 69Q: 3 clusters Score -8521185 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75119 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -8521192.000000 Penalty: 5624.380371
	Iteration 70Q: 3 clusters Score -8521192 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75182 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -8521219.000000 Penalty: 5624.380371
	Iteration 71Q: 3 clusters Score -8521219 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75238 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -8521213.000000 Penalty: 5624.380371
	Iteration 72Q: 3 clusters Score -8521213 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75286 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -8521180.000000 Penalty: 5624.380371
	Iteration 73Q: 3 clusters Score -8521180 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75339 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -8521182.000000 Penalty: 5624.380371
	Iteration 74Q: 3 clusters Score -8521182 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75371 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -8521183.000000 Penalty: 5624.380371
	Iteration 75Q: 3 clusters Score -8521183 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75393 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -8521195.000000 Penalty: 5624.380371
	Iteration 76Q: 3 clusters Score -8521195 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75418 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -8521201.000000 Penalty: 5624.380371
	Iteration 77Q: 3 clusters Score -8521201 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75449 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -8521208.000000 Penalty: 5624.380371
	Iteration 78Q: 3 clusters Score -8521208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75468 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -8521222.000000 Penalty: 5624.380371
	Iteration 79Q: 3 clusters Score -8521222 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75489 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -8521211.000000 Penalty: 5624.380371
	Iteration 80F: 3 clusters Score -8521211 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75505 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -8521199.000000 Penalty: 5624.380371
	Iteration 81Q: 3 clusters Score -8521199 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75526 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -8521227.000000 Penalty: 5624.380371
	Iteration 82Q: 3 clusters Score -8521227 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75544 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -8521238.000000 Penalty: 5624.380371
	Iteration 83Q: 3 clusters Score -8521238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75568 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -8521229.000000 Penalty: 5624.380371
	Iteration 84Q: 3 clusters Score -8521229 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75589 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -8521221.000000 Penalty: 5624.380371
	Iteration 85Q: 3 clusters Score -8521221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75599 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -8521233.000000 Penalty: 5624.380371
	Iteration 86Q: 3 clusters Score -8521233 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75615 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -8521222.000000 Penalty: 5624.380371
	Iteration 87Q: 3 clusters Score -8521222 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75635 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -8521232.000000 Penalty: 5624.380371
	Iteration 88Q: 3 clusters Score -8521232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75643 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -8521236.000000 Penalty: 5624.380371
	Iteration 89Q: 3 clusters Score -8521236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75654 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -8521228.000000 Penalty: 5624.380371
	Iteration 90Q: 3 clusters Score -8521228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75670 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -8521226.000000 Penalty: 5624.380371
	Iteration 91Q: 3 clusters Score -8521226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75691 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -8521239.000000 Penalty: 5624.380371
	Iteration 92Q: 3 clusters Score -8521239 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75713 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -8521230.000000 Penalty: 5624.380371
	Iteration 93Q: 3 clusters Score -8521230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75730 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -8521240.000000 Penalty: 5624.380371
	Iteration 94Q: 3 clusters Score -8521240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75743 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -8521240.000000 Penalty: 5624.380371
	Iteration 95Q: 3 clusters Score -8521240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75754 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -8521225.000000 Penalty: 5624.380371
	Iteration 96Q: 3 clusters Score -8521225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75760 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -8521233.000000 Penalty: 5624.380371
	Iteration 97Q: 3 clusters Score -8521233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75763 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -8521232.000000 Penalty: 5624.380371
	Iteration 98Q: 3 clusters Score -8521232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75763 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -8521232.000000 Penalty: 5624.380371
	Iteration 99F: 3 clusters Score -8521232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 82837 members 
Mstep: Class 2 contains 14485 members 
Mstep: Class 3 contains 10179 members 
Mstep: Class 4 contains 1558 members 
Mstep: Class 5 contains 5871 members 
Mstep: Class 6 contains 80000 members 
Mstep: Class 7 contains 9127 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 188591 members 
Mstep: Class 10 contains 37097 members 
Mstep: Class 11 contains 60571 members 
Mstep: Class 12 contains 3109 members 
Mstep: Class 13 contains 11130 members 
Mstep: Class 14 contains 75763 members 
Mstep: Class 15 contains 13320 members 
Mstep: Class 16 contains 54870 members 
Mstep: Class 17 contains 38868 members 
Mstep: Class 18 contains 161533 members 
Mstep: Class 19 contains 29102 members 
Mstep: Class 20 contains 12622 members 
Mstep: Class 21 contains 13317 members 
Mstep: Class 22 contains 2587 members 
Mstep: Class 23 contains 3909 members 
Mstep: Class 24 contains 87720 members 
Mstep: Class 25 contains 2220 members 
Mstep: Class 26 contains 7784 members 
Mstep: Class 27 contains 1661 members 
Mstep: Class 28 contains 4310 members 
Mstep: Class 29 contains 42588 members 
Mstep: Class 30 contains 35459 members 
Mstep: Class 31 contains 8313 members 
Entering Unmasked Estep 
Score: -114836448.000000 Penalty: 106977.117188
Splitting cluster 14 changes total score from -114639240.000000 to -114836448.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 15 (13320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Entering Unmasked Estep 
Score: -1454867.750000 Penalty: 2355.261475
	Iteration 0F: 2 clusters Score -1454868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1445150.500000 Penalty: 4710.522949
	Iteration 0F: 3 clusters Score -1445150 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1448111.375000 Penalty: 4710.522949
	Iteration 1F: 3 clusters Score -1448111 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1448580.250000 Penalty: 4710.522949
	Iteration 2F: 3 clusters Score -1448580 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1449292.375000 Penalty: 4710.522949
	Iteration 3F: 3 clusters Score -1449292 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1450468.500000 Penalty: 4710.522949
	Iteration 4F: 3 clusters Score -1450468 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1451984.625000 Penalty: 4710.522949
	Iteration 5F: 3 clusters Score -1451985 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1453287.375000 Penalty: 4710.522949
	Iteration 6F: 3 clusters Score -1453287 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1453877.500000 Penalty: 4710.522949
	Iteration 7F: 3 clusters Score -1453878 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1454085.625000 Penalty: 4710.522949
	Iteration 8Q: 3 clusters Score -1454086 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1454180.375000 Penalty: 4710.522949
	Iteration 9Q: 3 clusters Score -1454180 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1454228.625000 Penalty: 4710.522949
	Iteration 10Q: 3 clusters Score -1454229 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1454244.875000 Penalty: 4710.522949
	Iteration 11Q: 3 clusters Score -1454245 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1454266.750000 Penalty: 4710.522949
	Iteration 12Q: 3 clusters Score -1454267 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1454276.250000 Penalty: 4710.522949
	Iteration 13Q: 3 clusters Score -1454276 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1454288.375000 Penalty: 4710.522949
	Iteration 14Q: 3 clusters Score -1454288 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1454297.875000 Penalty: 4710.522949
	Iteration 15Q: 3 clusters Score -1454298 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1454306.500000 Penalty: 4710.522949
	Iteration 16Q: 3 clusters Score -1454306 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1454311.250000 Penalty: 4710.522949
	Iteration 17Q: 3 clusters Score -1454311 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1454316.125000 Penalty: 4710.522949
	Iteration 18Q: 3 clusters Score -1454316 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1454319.875000 Penalty: 4710.522949
	Iteration 19Q: 3 clusters Score -1454320 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1454321.000000 Penalty: 4710.522949
	Iteration 20F: 3 clusters Score -1454321 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1454325.000000 Penalty: 4710.522949
	Iteration 21Q: 3 clusters Score -1454325 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1454331.125000 Penalty: 4710.522949
	Iteration 22Q: 3 clusters Score -1454331 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1454340.000000 Penalty: 4710.522949
	Iteration 23Q: 3 clusters Score -1454340 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1454338.000000 Penalty: 4710.522949
	Iteration 24Q: 3 clusters Score -1454338 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1454344.625000 Penalty: 4710.522949
	Iteration 25Q: 3 clusters Score -1454345 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1454347.250000 Penalty: 4710.522949
	Iteration 26Q: 3 clusters Score -1454347 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1454357.125000 Penalty: 4710.522949
	Iteration 27Q: 3 clusters Score -1454357 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1454358.125000 Penalty: 4710.522949
	Iteration 28Q: 3 clusters Score -1454358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1454362.000000 Penalty: 4710.522949
	Iteration 29Q: 3 clusters Score -1454362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1454364.375000 Penalty: 4710.522949
	Iteration 30Q: 3 clusters Score -1454364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1454364.625000 Penalty: 4710.522949
	Iteration 31Q: 3 clusters Score -1454365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1454368.500000 Penalty: 4710.522949
	Iteration 32Q: 3 clusters Score -1454368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1454365.875000 Penalty: 4710.522949
	Iteration 33Q: 3 clusters Score -1454366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1454373.125000 Penalty: 4710.522949
	Iteration 34Q: 3 clusters Score -1454373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1454370.750000 Penalty: 4710.522949
	Iteration 35Q: 3 clusters Score -1454371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1454372.875000 Penalty: 4710.522949
	Iteration 36Q: 3 clusters Score -1454373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1454372.875000 Penalty: 4710.522949
	Iteration 37Q: 3 clusters Score -1454373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1454379.375000 Penalty: 4710.522949
	Iteration 38Q: 3 clusters Score -1454379 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1454376.375000 Penalty: 4710.522949
	Iteration 39Q: 3 clusters Score -1454376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1454382.500000 Penalty: 4710.522949
	Iteration 40F: 3 clusters Score -1454382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1454381.125000 Penalty: 4710.522949
	Iteration 41Q: 3 clusters Score -1454381 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1454380.375000 Penalty: 4710.522949
	Iteration 42Q: 3 clusters Score -1454380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1454387.500000 Penalty: 4710.522949
	Iteration 43Q: 3 clusters Score -1454388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1454389.000000 Penalty: 4710.522949
	Iteration 44Q: 3 clusters Score -1454389 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1454389.250000 Penalty: 4710.522949
	Iteration 45Q: 3 clusters Score -1454389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1454386.625000 Penalty: 4710.522949
	Iteration 46Q: 3 clusters Score -1454387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1454388.750000 Penalty: 4710.522949
	Iteration 47Q: 3 clusters Score -1454389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1454394.125000 Penalty: 4710.522949
	Iteration 48Q: 3 clusters Score -1454394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1454392.250000 Penalty: 4710.522949
	Iteration 49Q: 3 clusters Score -1454392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1454396.750000 Penalty: 4710.522949
	Iteration 50Q: 3 clusters Score -1454397 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1454398.625000 Penalty: 4710.522949
	Iteration 51Q: 3 clusters Score -1454399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1454396.375000 Penalty: 4710.522949
	Iteration 52Q: 3 clusters Score -1454396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1454395.500000 Penalty: 4710.522949
	Iteration 53Q: 3 clusters Score -1454396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1454398.500000 Penalty: 4710.522949
	Iteration 54Q: 3 clusters Score -1454398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1454401.375000 Penalty: 4710.522949
	Iteration 55Q: 3 clusters Score -1454401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1454400.125000 Penalty: 4710.522949
	Iteration 56Q: 3 clusters Score -1454400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1454400.500000 Penalty: 4710.522949
	Iteration 57Q: 3 clusters Score -1454400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1454403.500000 Penalty: 4710.522949
	Iteration 58Q: 3 clusters Score -1454404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1454399.375000 Penalty: 4710.522949
	Iteration 59Q: 3 clusters Score -1454399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1454398.375000 Penalty: 4710.522949
	Iteration 60F: 3 clusters Score -1454398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1454398.500000 Penalty: 4710.522949
	Iteration 61Q: 3 clusters Score -1454398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1454396.875000 Penalty: 4710.522949
	Iteration 62Q: 3 clusters Score -1454397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1454396.875000 Penalty: 4710.522949
	Iteration 63F: 3 clusters Score -1454397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (54870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54870 members 
Entering Unmasked Estep 
Score: -5744496.000000 Penalty: 2706.354980
	Iteration 0F: 2 clusters Score -5744496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -5707552.000000 Penalty: 5412.709961
	Iteration 0F: 3 clusters Score -5707552 nChanged 25598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -5725370.000000 Penalty: 5412.709961
	Iteration 1F: 3 clusters Score -5725370 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -5735540.500000 Penalty: 5412.709961
	Iteration 2F: 3 clusters Score -5735540 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -5746764.000000 Penalty: 5412.709961
	Iteration 3F: 3 clusters Score -5746764 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -5752342.000000 Penalty: 5412.709961
	Iteration 4F: 3 clusters Score -5752342 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -5755535.000000 Penalty: 5412.709961
	Iteration 5F: 3 clusters Score -5755535 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -5757707.500000 Penalty: 5412.709961
	Iteration 6Q: 3 clusters Score -5757708 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38073 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -5759565.500000 Penalty: 5412.709961
	Iteration 7Q: 3 clusters Score -5759566 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39818 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -5761337.000000 Penalty: 5412.709961
	Iteration 8Q: 3 clusters Score -5761337 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -5763127.500000 Penalty: 5412.709961
	Iteration 9Q: 3 clusters Score -5763128 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42547 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -5764761.500000 Penalty: 5412.709961
	Iteration 10Q: 3 clusters Score -5764762 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43230 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -5765501.500000 Penalty: 5412.709961
	Iteration 11Q: 3 clusters Score -5765502 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -5765725.500000 Penalty: 5412.709961
	Iteration 12Q: 3 clusters Score -5765726 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -5765774.000000 Penalty: 5412.709961
	Iteration 13Q: 3 clusters Score -5765774 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43853 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -5765804.000000 Penalty: 5412.709961
	Iteration 14Q: 3 clusters Score -5765804 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43897 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -5765805.000000 Penalty: 5412.709961
	Iteration 15Q: 3 clusters Score -5765805 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43917 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -5765802.500000 Penalty: 5412.709961
	Iteration 16Q: 3 clusters Score -5765802 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -5765809.500000 Penalty: 5412.709961
	Iteration 17Q: 3 clusters Score -5765810 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43929 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -5765821.500000 Penalty: 5412.709961
	Iteration 18Q: 3 clusters Score -5765822 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -5765820.000000 Penalty: 5412.709961
	Iteration 19Q: 3 clusters Score -5765820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43921 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -5765832.000000 Penalty: 5412.709961
	Iteration 20F: 3 clusters Score -5765832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -5765824.500000 Penalty: 5412.709961
	Iteration 21Q: 3 clusters Score -5765824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -5765839.500000 Penalty: 5412.709961
	Iteration 22Q: 3 clusters Score -5765840 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -5765852.500000 Penalty: 5412.709961
	Iteration 23Q: 3 clusters Score -5765852 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -5765845.500000 Penalty: 5412.709961
	Iteration 24Q: 3 clusters Score -5765846 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43827 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -5765863.000000 Penalty: 5412.709961
	Iteration 25Q: 3 clusters Score -5765863 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43795 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -5765868.000000 Penalty: 5412.709961
	Iteration 26Q: 3 clusters Score -5765868 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -5765864.000000 Penalty: 5412.709961
	Iteration 27Q: 3 clusters Score -5765864 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -5765875.000000 Penalty: 5412.709961
	Iteration 28Q: 3 clusters Score -5765875 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43660 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -5765930.000000 Penalty: 5412.709961
	Iteration 29Q: 3 clusters Score -5765930 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43593 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -5765953.500000 Penalty: 5412.709961
	Iteration 30Q: 3 clusters Score -5765954 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43519 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -5766011.000000 Penalty: 5412.709961
	Iteration 31Q: 3 clusters Score -5766011 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -5766092.000000 Penalty: 5412.709961
	Iteration 32Q: 3 clusters Score -5766092 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43305 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -5766205.000000 Penalty: 5412.709961
	Iteration 33Q: 3 clusters Score -5766205 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43168 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -5766311.500000 Penalty: 5412.709961
	Iteration 34Q: 3 clusters Score -5766312 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -5766423.500000 Penalty: 5412.709961
	Iteration 35Q: 3 clusters Score -5766424 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42914 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -5766539.500000 Penalty: 5412.709961
	Iteration 36Q: 3 clusters Score -5766540 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42762 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -5766689.000000 Penalty: 5412.709961
	Iteration 37Q: 3 clusters Score -5766689 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42611 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -5766753.500000 Penalty: 5412.709961
	Iteration 38Q: 3 clusters Score -5766754 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42507 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -5766795.000000 Penalty: 5412.709961
	Iteration 39Q: 3 clusters Score -5766795 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42443 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -5766932.000000 Penalty: 5412.709961
	Iteration 40F: 3 clusters Score -5766932 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42306 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -5767098.500000 Penalty: 5412.709961
	Iteration 41Q: 3 clusters Score -5767098 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42094 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -5767365.500000 Penalty: 5412.709961
	Iteration 42Q: 3 clusters Score -5767366 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -5767680.500000 Penalty: 5412.709961
	Iteration 43Q: 3 clusters Score -5767680 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -5767958.000000 Penalty: 5412.709961
	Iteration 44Q: 3 clusters Score -5767958 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41449 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -5768129.000000 Penalty: 5412.709961
	Iteration 45Q: 3 clusters Score -5768129 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -5768186.000000 Penalty: 5412.709961
	Iteration 46Q: 3 clusters Score -5768186 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41246 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -5768187.500000 Penalty: 5412.709961
	Iteration 47Q: 3 clusters Score -5768188 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41218 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -5768180.000000 Penalty: 5412.709961
	Iteration 48Q: 3 clusters Score -5768180 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -5768190.500000 Penalty: 5412.709961
	Iteration 49Q: 3 clusters Score -5768190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -5768184.000000 Penalty: 5412.709961
	Iteration 50Q: 3 clusters Score -5768184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -5768181.500000 Penalty: 5412.709961
	Iteration 51Q: 3 clusters Score -5768182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -5768171.500000 Penalty: 5412.709961
	Iteration 52Q: 3 clusters Score -5768172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -5768171.500000 Penalty: 5412.709961
	Iteration 53Q: 3 clusters Score -5768172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -5768171.500000 Penalty: 5412.709961
	Iteration 54F: 3 clusters Score -5768172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 82837 members 
Mstep: Class 2 contains 14485 members 
Mstep: Class 3 contains 10179 members 
Mstep: Class 4 contains 1558 members 
Mstep: Class 5 contains 5871 members 
Mstep: Class 6 contains 80000 members 
Mstep: Class 7 contains 9127 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 188591 members 
Mstep: Class 10 contains 37097 members 
Mstep: Class 11 contains 60571 members 
Mstep: Class 12 contains 3109 members 
Mstep: Class 13 contains 11130 members 
Mstep: Class 14 contains 75763 members 
Mstep: Class 15 contains 13320 members 
Mstep: Class 16 contains 41189 members 
Mstep: Class 17 contains 38868 members 
Mstep: Class 18 contains 161533 members 
Mstep: Class 19 contains 29102 members 
Mstep: Class 20 contains 12622 members 
Mstep: Class 21 contains 13317 members 
Mstep: Class 22 contains 2587 members 
Mstep: Class 23 contains 3909 members 
Mstep: Class 24 contains 87720 members 
Mstep: Class 25 contains 2220 members 
Mstep: Class 26 contains 7784 members 
Mstep: Class 27 contains 1661 members 
Mstep: Class 28 contains 4310 members 
Mstep: Class 29 contains 42588 members 
Mstep: Class 30 contains 35459 members 
Mstep: Class 31 contains 8313 members 
Mstep: Class 32 contains 13681 members 
Entering Unmasked Estep 
Score: -114859736.000000 Penalty: 110427.992188
Splitting cluster 16 changes total score from -114639240.000000 to -114859736.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (38868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38868 members 
Entering Unmasked Estep 
Score: -3951928.250000 Penalty: 2620.845703
	Iteration 0F: 2 clusters Score -3951928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -3925568.750000 Penalty: 5241.691406
	Iteration 0F: 3 clusters Score -3925569 nChanged 17781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -3935547.250000 Penalty: 5241.691406
	Iteration 1F: 3 clusters Score -3935547 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -3936290.000000 Penalty: 5241.691406
	Iteration 2Q: 3 clusters Score -3936290 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -3937049.500000 Penalty: 5241.691406
	Iteration 3Q: 3 clusters Score -3937050 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -3937910.750000 Penalty: 5241.691406
	Iteration 4Q: 3 clusters Score -3937911 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -3938998.750000 Penalty: 5241.691406
	Iteration 5F: 3 clusters Score -3938999 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -3940424.500000 Penalty: 5241.691406
	Iteration 6F: 3 clusters Score -3940424 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -3941933.750000 Penalty: 5241.691406
	Iteration 7F: 3 clusters Score -3941934 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -3943358.250000 Penalty: 5241.691406
	Iteration 8F: 3 clusters Score -3943358 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -3944558.000000 Penalty: 5241.691406
	Iteration 9F: 3 clusters Score -3944558 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -3945539.250000 Penalty: 5241.691406
	Iteration 10Q: 3 clusters Score -3945539 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -3946284.750000 Penalty: 5241.691406
	Iteration 11Q: 3 clusters Score -3946285 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -3946772.500000 Penalty: 5241.691406
	Iteration 12Q: 3 clusters Score -3946772 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -3947197.750000 Penalty: 5241.691406
	Iteration 13Q: 3 clusters Score -3947198 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -3947544.250000 Penalty: 5241.691406
	Iteration 14Q: 3 clusters Score -3947544 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -3947865.750000 Penalty: 5241.691406
	Iteration 15Q: 3 clusters Score -3947866 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -3948137.000000 Penalty: 5241.691406
	Iteration 16Q: 3 clusters Score -3948137 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -3948381.000000 Penalty: 5241.691406
	Iteration 17Q: 3 clusters Score -3948381 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -3948550.000000 Penalty: 5241.691406
	Iteration 18Q: 3 clusters Score -3948550 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -3948687.750000 Penalty: 5241.691406
	Iteration 19Q: 3 clusters Score -3948688 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -3948821.000000 Penalty: 5241.691406
	Iteration 20F: 3 clusters Score -3948821 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -3948941.500000 Penalty: 5241.691406
	Iteration 21Q: 3 clusters Score -3948942 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -3948990.750000 Penalty: 5241.691406
	Iteration 22Q: 3 clusters Score -3948991 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -3949048.750000 Penalty: 5241.691406
	Iteration 23Q: 3 clusters Score -3949049 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -3949090.750000 Penalty: 5241.691406
	Iteration 24Q: 3 clusters Score -3949091 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -3949108.000000 Penalty: 5241.691406
	Iteration 25Q: 3 clusters Score -3949108 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -3949158.750000 Penalty: 5241.691406
	Iteration 26Q: 3 clusters Score -3949159 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -3949203.750000 Penalty: 5241.691406
	Iteration 27Q: 3 clusters Score -3949204 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -3949215.500000 Penalty: 5241.691406
	Iteration 28Q: 3 clusters Score -3949216 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -3949235.500000 Penalty: 5241.691406
	Iteration 29Q: 3 clusters Score -3949236 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -3949273.500000 Penalty: 5241.691406
	Iteration 30Q: 3 clusters Score -3949274 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -3949283.500000 Penalty: 5241.691406
	Iteration 31Q: 3 clusters Score -3949284 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -3949296.250000 Penalty: 5241.691406
	Iteration 32Q: 3 clusters Score -3949296 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -3949304.000000 Penalty: 5241.691406
	Iteration 33Q: 3 clusters Score -3949304 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -3949317.500000 Penalty: 5241.691406
	Iteration 34Q: 3 clusters Score -3949318 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -3949320.750000 Penalty: 5241.691406
	Iteration 35Q: 3 clusters Score -3949321 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -3949326.750000 Penalty: 5241.691406
	Iteration 36Q: 3 clusters Score -3949327 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -3949334.500000 Penalty: 5241.691406
	Iteration 37Q: 3 clusters Score -3949334 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -3949350.250000 Penalty: 5241.691406
	Iteration 38Q: 3 clusters Score -3949350 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -3949357.500000 Penalty: 5241.691406
	Iteration 39Q: 3 clusters Score -3949358 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -3949363.750000 Penalty: 5241.691406
	Iteration 40F: 3 clusters Score -3949364 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -3949371.750000 Penalty: 5241.691406
	Iteration 41Q: 3 clusters Score -3949372 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -3949378.500000 Penalty: 5241.691406
	Iteration 42Q: 3 clusters Score -3949378 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -3949390.750000 Penalty: 5241.691406
	Iteration 43Q: 3 clusters Score -3949391 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -3949392.000000 Penalty: 5241.691406
	Iteration 44Q: 3 clusters Score -3949392 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -3949382.250000 Penalty: 5241.691406
	Iteration 45Q: 3 clusters Score -3949382 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -3949383.500000 Penalty: 5241.691406
	Iteration 46Q: 3 clusters Score -3949384 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -3949386.500000 Penalty: 5241.691406
	Iteration 47Q: 3 clusters Score -3949386 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -3949397.000000 Penalty: 5241.691406
	Iteration 48Q: 3 clusters Score -3949397 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -3949407.500000 Penalty: 5241.691406
	Iteration 49Q: 3 clusters Score -3949408 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -3949403.250000 Penalty: 5241.691406
	Iteration 50Q: 3 clusters Score -3949403 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -3949400.750000 Penalty: 5241.691406
	Iteration 51Q: 3 clusters Score -3949401 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -3949398.750000 Penalty: 5241.691406
	Iteration 52Q: 3 clusters Score -3949399 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -3949396.000000 Penalty: 5241.691406
	Iteration 53Q: 3 clusters Score -3949396 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -3949399.750000 Penalty: 5241.691406
	Iteration 54Q: 3 clusters Score -3949400 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -3949393.750000 Penalty: 5241.691406
	Iteration 55Q: 3 clusters Score -3949394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -3949396.750000 Penalty: 5241.691406
	Iteration 56Q: 3 clusters Score -3949397 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -3949392.250000 Penalty: 5241.691406
	Iteration 57Q: 3 clusters Score -3949392 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -3949393.250000 Penalty: 5241.691406
	Iteration 58Q: 3 clusters Score -3949393 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -3949394.750000 Penalty: 5241.691406
	Iteration 59Q: 3 clusters Score -3949395 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -3949409.000000 Penalty: 5241.691406
	Iteration 60F: 3 clusters Score -3949409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -3949413.000000 Penalty: 5241.691406
	Iteration 61Q: 3 clusters Score -3949413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -3949405.750000 Penalty: 5241.691406
	Iteration 62Q: 3 clusters Score -3949406 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -3949409.000000 Penalty: 5241.691406
	Iteration 63Q: 3 clusters Score -3949409 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -3949421.750000 Penalty: 5241.691406
	Iteration 64Q: 3 clusters Score -3949422 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -3949423.000000 Penalty: 5241.691406
	Iteration 65Q: 3 clusters Score -3949423 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -3949419.750000 Penalty: 5241.691406
	Iteration 66Q: 3 clusters Score -3949420 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -3949421.750000 Penalty: 5241.691406
	Iteration 67Q: 3 clusters Score -3949422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -3949419.750000 Penalty: 5241.691406
	Iteration 68Q: 3 clusters Score -3949420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -3949423.250000 Penalty: 5241.691406
	Iteration 69Q: 3 clusters Score -3949423 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -3949422.750000 Penalty: 5241.691406
	Iteration 70Q: 3 clusters Score -3949423 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -3949429.250000 Penalty: 5241.691406
	Iteration 71Q: 3 clusters Score -3949429 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -3949428.000000 Penalty: 5241.691406
	Iteration 72Q: 3 clusters Score -3949428 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -3949427.500000 Penalty: 5241.691406
	Iteration 73Q: 3 clusters Score -3949428 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -3949416.250000 Penalty: 5241.691406
	Iteration 74Q: 3 clusters Score -3949416 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -3949425.500000 Penalty: 5241.691406
	Iteration 75Q: 3 clusters Score -3949426 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -3949434.750000 Penalty: 5241.691406
	Iteration 76Q: 3 clusters Score -3949435 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -3949432.750000 Penalty: 5241.691406
	Iteration 77Q: 3 clusters Score -3949433 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -3949431.750000 Penalty: 5241.691406
	Iteration 78Q: 3 clusters Score -3949432 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -3949443.000000 Penalty: 5241.691406
	Iteration 79Q: 3 clusters Score -3949443 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -3949441.750000 Penalty: 5241.691406
	Iteration 80F: 3 clusters Score -3949442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -3949454.250000 Penalty: 5241.691406
	Iteration 81Q: 3 clusters Score -3949454 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -3949455.750000 Penalty: 5241.691406
	Iteration 82Q: 3 clusters Score -3949456 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -3949457.000000 Penalty: 5241.691406
	Iteration 83Q: 3 clusters Score -3949457 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -3949454.750000 Penalty: 5241.691406
	Iteration 84Q: 3 clusters Score -3949455 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -3949457.000000 Penalty: 5241.691406
	Iteration 85Q: 3 clusters Score -3949457 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -3949460.000000 Penalty: 5241.691406
	Iteration 86Q: 3 clusters Score -3949460 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -3949467.000000 Penalty: 5241.691406
	Iteration 87Q: 3 clusters Score -3949467 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -3949467.000000 Penalty: 5241.691406
	Iteration 88Q: 3 clusters Score -3949467 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -3949473.500000 Penalty: 5241.691406
	Iteration 89Q: 3 clusters Score -3949474 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -3949477.250000 Penalty: 5241.691406
	Iteration 90Q: 3 clusters Score -3949477 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -3949486.000000 Penalty: 5241.691406
	Iteration 91Q: 3 clusters Score -3949486 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -3949480.250000 Penalty: 5241.691406
	Iteration 92Q: 3 clusters Score -3949480 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -3949483.250000 Penalty: 5241.691406
	Iteration 93Q: 3 clusters Score -3949483 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -3949484.250000 Penalty: 5241.691406
	Iteration 94Q: 3 clusters Score -3949484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -3949480.250000 Penalty: 5241.691406
	Iteration 95Q: 3 clusters Score -3949480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -3949483.750000 Penalty: 5241.691406
	Iteration 96Q: 3 clusters Score -3949484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -3949488.500000 Penalty: 5241.691406
	Iteration 97Q: 3 clusters Score -3949488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -3949487.000000 Penalty: 5241.691406
	Iteration 98Q: 3 clusters Score -3949487 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -3949498.500000 Penalty: 5241.691406
	Iteration 99Q: 3 clusters Score -3949498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -3949492.750000 Penalty: 5241.691406
	Iteration 100F: 3 clusters Score -3949493 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -3949493.750000 Penalty: 5241.691406
	Iteration 101Q: 3 clusters Score -3949494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -3949489.250000 Penalty: 5241.691406
	Iteration 102Q: 3 clusters Score -3949489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -3949486.750000 Penalty: 5241.691406
	Iteration 103Q: 3 clusters Score -3949487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -3949489.500000 Penalty: 5241.691406
	Iteration 104Q: 3 clusters Score -3949490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -3949490.500000 Penalty: 5241.691406
	Iteration 105Q: 3 clusters Score -3949490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -3949495.250000 Penalty: 5241.691406
	Iteration 106Q: 3 clusters Score -3949495 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3949496 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3949488 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3949481 nChanged 7
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Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3949478 nChanged 13
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Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3949478 nChanged 22
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Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3949487 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3949494 nChanged 14
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Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3949497 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 16601 members 
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	Iteration 115Q: 3 clusters Score -3949507 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3949506 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3949500 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3949496 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3949503 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3949502 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3949496 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3949502 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22315 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3949501 nChanged 7
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Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3949500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3949496 nChanged 9
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Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3949497 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3949496 nChanged 6
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Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3949489 nChanged 6
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Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3949493 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3949498 nChanged 9
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Mstep: Class 1 contains 22344 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3949502 nChanged 9
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Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3949503 nChanged 13
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Mstep: Class 1 contains 22362 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3949497 nChanged 13
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Mstep: Class 1 contains 22373 members 
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	Iteration 134Q: 3 clusters Score -3949504 nChanged 15
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Mstep: Class 1 contains 22386 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 22404 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3949497 nChanged 24
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3949512 nChanged 36
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3949518 nChanged 36
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -3949517 nChanged 58
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Mstep: Class 1 contains 22496 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3949525 nChanged 54
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Mstep: Class 1 contains 22536 members 
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	Iteration 142Q: 3 clusters Score -3949529 nChanged 53
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Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 16287 members 
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	Iteration 143Q: 3 clusters Score -3949524 nChanged 54
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Mstep: Class 1 contains 22621 members 
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -3949532 nChanged 60
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Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -3949532 nChanged 53
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Mstep: Class 1 contains 22694 members 
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -3949536 nChanged 52
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Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3949547 nChanged 51
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Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3949546 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3949557 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3949557 nChanged 51
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Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -3949551 nChanged 54
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Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -3949554 nChanged 42
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Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 15971 members 
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	Iteration 153Q: 3 clusters Score -3949554 nChanged 42
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Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -3949554 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -3949565 nChanged 57
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Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -3949571 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -3949581 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -3949588 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -3949604 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -3949616.750000 Penalty: 5241.691406
	Iteration 160F: 3 clusters Score -3949617 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -3949631 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23212 members 
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -3949624 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23262 members 
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Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -3949621 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23319 members 
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	Iteration 164Q: 3 clusters Score -3949621 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -3949632 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -3949650 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23526 members 
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	Iteration 167Q: 3 clusters Score -3949654 nChanged 104
Entering Unmasked Mstep 
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	Iteration 168Q: 3 clusters Score -3949669 nChanged 100
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	Iteration 169Q: 3 clusters Score -3949677 nChanged 118
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	Iteration 170Q: 3 clusters Score -3949707 nChanged 115
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Mstep: Class 1 contains 23881 members 
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	Iteration 171Q: 3 clusters Score -3949734 nChanged 118
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	Iteration 172Q: 3 clusters Score -3949741 nChanged 141
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	Iteration 173Q: 3 clusters Score -3949778 nChanged 133
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	Iteration 174Q: 3 clusters Score -3949802 nChanged 137
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	Iteration 175Q: 3 clusters Score -3949809 nChanged 148
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	Iteration 176Q: 3 clusters Score -3949821 nChanged 143
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	Iteration 177Q: 3 clusters Score -3949852 nChanged 166
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	Iteration 178Q: 3 clusters Score -3949865 nChanged 171
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	Iteration 179Q: 3 clusters Score -3949911 nChanged 191
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	Iteration 180F: 3 clusters Score -3949950 nChanged 170
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	Iteration 181Q: 3 clusters Score -3949966 nChanged 157
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	Iteration 182Q: 3 clusters Score -3950006 nChanged 152
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	Iteration 183Q: 3 clusters Score -3950029 nChanged 158
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	Iteration 184Q: 3 clusters Score -3950039 nChanged 152
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	Iteration 185Q: 3 clusters Score -3950056 nChanged 147
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	Iteration 186Q: 3 clusters Score -3950079 nChanged 136
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	Iteration 187Q: 3 clusters Score -3950100 nChanged 156
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	Iteration 188Q: 3 clusters Score -3950125 nChanged 136
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	Iteration 189Q: 3 clusters Score -3950154 nChanged 134
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	Iteration 190Q: 3 clusters Score -3950170 nChanged 118
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	Iteration 191Q: 3 clusters Score -3950183 nChanged 114
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Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -3950186 nChanged 98
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Mstep: Class 1 contains 26249 members 
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Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -3950202 nChanged 92
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Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -3950203 nChanged 81
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Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -3950221 nChanged 89
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	Iteration 196Q: 3 clusters Score -3950228 nChanged 103
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -3950254 nChanged 110
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -3950259 nChanged 114
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	Iteration 199Q: 3 clusters Score -3950277 nChanged 97
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Mstep: Class 1 contains 26809 members 
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Entering Unmasked Estep 
Score: -3950295.500000 Penalty: 5241.691406
	Iteration 200F: 3 clusters Score -3950296 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -3950305.500000 Penalty: 5241.691406
	Iteration 201Q: 3 clusters Score -3950306 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -3950321.250000 Penalty: 5241.691406
	Iteration 202Q: 3 clusters Score -3950321 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -3950336.000000 Penalty: 5241.691406
	Iteration 203Q: 3 clusters Score -3950336 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -3950345.250000 Penalty: 5241.691406
	Iteration 204Q: 3 clusters Score -3950345 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -3950349.500000 Penalty: 5241.691406
	Iteration 205Q: 3 clusters Score -3950350 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -3950345.000000 Penalty: 5241.691406
	Iteration 206Q: 3 clusters Score -3950345 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -3950351.250000 Penalty: 5241.691406
	Iteration 207Q: 3 clusters Score -3950351 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -3950357.000000 Penalty: 5241.691406
	Iteration 208Q: 3 clusters Score -3950357 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -3950367.500000 Penalty: 5241.691406
	Iteration 209Q: 3 clusters Score -3950368 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -3950364.250000 Penalty: 5241.691406
	Iteration 210Q: 3 clusters Score -3950364 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -3950376.500000 Penalty: 5241.691406
	Iteration 211Q: 3 clusters Score -3950376 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -3950379.750000 Penalty: 5241.691406
	Iteration 212Q: 3 clusters Score -3950380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -3950382.000000 Penalty: 5241.691406
	Iteration 213Q: 3 clusters Score -3950382 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -3950385.000000 Penalty: 5241.691406
	Iteration 214Q: 3 clusters Score -3950385 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -3950384.500000 Penalty: 5241.691406
	Iteration 215Q: 3 clusters Score -3950384 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -3950386.000000 Penalty: 5241.691406
	Iteration 216Q: 3 clusters Score -3950386 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -3950391.000000 Penalty: 5241.691406
	Iteration 217Q: 3 clusters Score -3950391 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -3950388.250000 Penalty: 5241.691406
	Iteration 218Q: 3 clusters Score -3950388 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -3950388.000000 Penalty: 5241.691406
	Iteration 219Q: 3 clusters Score -3950388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -3950396.750000 Penalty: 5241.691406
	Iteration 220F: 3 clusters Score -3950397 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -3950393.000000 Penalty: 5241.691406
	Iteration 221Q: 3 clusters Score -3950393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -3950394.250000 Penalty: 5241.691406
	Iteration 222Q: 3 clusters Score -3950394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -3950401.500000 Penalty: 5241.691406
	Iteration 223Q: 3 clusters Score -3950402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -3950396.750000 Penalty: 5241.691406
	Iteration 224Q: 3 clusters Score -3950397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -3950395.500000 Penalty: 5241.691406
	Iteration 225Q: 3 clusters Score -3950396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -3950397.000000 Penalty: 5241.691406
	Iteration 226Q: 3 clusters Score -3950397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -3950400.500000 Penalty: 5241.691406
	Iteration 227Q: 3 clusters Score -3950400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -3950395.750000 Penalty: 5241.691406
	Iteration 228Q: 3 clusters Score -3950396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -3950392.500000 Penalty: 5241.691406
	Iteration 229Q: 3 clusters Score -3950392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -3950392.750000 Penalty: 5241.691406
	Iteration 230Q: 3 clusters Score -3950393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -3950391.000000 Penalty: 5241.691406
	Iteration 231Q: 3 clusters Score -3950391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -3950396.000000 Penalty: 5241.691406
	Iteration 232Q: 3 clusters Score -3950396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -3950402.750000 Penalty: 5241.691406
	Iteration 233Q: 3 clusters Score -3950403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -3950394.750000 Penalty: 5241.691406
	Iteration 234Q: 3 clusters Score -3950395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -3950403.000000 Penalty: 5241.691406
	Iteration 235Q: 3 clusters Score -3950403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -3950402.250000 Penalty: 5241.691406
	Iteration 236Q: 3 clusters Score -3950402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -3950401.750000 Penalty: 5241.691406
	Iteration 237Q: 3 clusters Score -3950402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -3950403.000000 Penalty: 5241.691406
	Iteration 238Q: 3 clusters Score -3950403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -3950402.500000 Penalty: 5241.691406
	Iteration 239Q: 3 clusters Score -3950402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -3950410.000000 Penalty: 5241.691406
	Iteration 240F: 3 clusters Score -3950410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -3950411.250000 Penalty: 5241.691406
	Iteration 241Q: 3 clusters Score -3950411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -3950407.250000 Penalty: 5241.691406
	Iteration 242Q: 3 clusters Score -3950407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -3950414.250000 Penalty: 5241.691406
	Iteration 243Q: 3 clusters Score -3950414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -3950406.250000 Penalty: 5241.691406
	Iteration 244Q: 3 clusters Score -3950406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -3950402.250000 Penalty: 5241.691406
	Iteration 245Q: 3 clusters Score -3950402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -3950402.250000 Penalty: 5241.691406
	Iteration 246F: 3 clusters Score -3950402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (161533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161533 members 
Entering Unmasked Estep 
Score: -17432228.000000 Penalty: 2974.131348
	Iteration 0F: 2 clusters Score -1.743223e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81003 members 
Mstep: Class 2 contains 80530 members 
Entering Unmasked Estep 
Score: -17324698.000000 Penalty: 5948.262695
	Iteration 0F: 3 clusters Score -1.73247e+07 nChanged 77553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84144 members 
Mstep: Class 2 contains 77389 members 
Entering Unmasked Estep 
Score: -17370306.000000 Penalty: 5948.262695
	Iteration 1F: 3 clusters Score -1.737031e+07 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86333 members 
Mstep: Class 2 contains 75200 members 
Entering Unmasked Estep 
Score: -17372080.000000 Penalty: 5948.262695
	Iteration 2Q: 3 clusters Score -1.737208e+07 nChanged 7359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89734 members 
Mstep: Class 2 contains 71799 members 
Entering Unmasked Estep 
Score: -17376250.000000 Penalty: 5948.262695
	Iteration 3Q: 3 clusters Score -1.737625e+07 nChanged 11227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95075 members 
Mstep: Class 2 contains 66458 members 
Entering Unmasked Estep 
Score: -17387798.000000 Penalty: 5948.262695
	Iteration 4F: 3 clusters Score -1.73878e+07 nChanged 17169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103300 members 
Mstep: Class 2 contains 58233 members 
Entering Unmasked Estep 
Score: -17412412.000000 Penalty: 5948.262695
	Iteration 5F: 3 clusters Score -1.741241e+07 nChanged 19115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112931 members 
Mstep: Class 2 contains 48602 members 
Entering Unmasked Estep 
Score: -17439612.000000 Penalty: 5948.262695
	Iteration 6F: 3 clusters Score -1.743961e+07 nChanged 13336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118439 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -17457972.000000 Penalty: 5948.262695
	Iteration 7F: 3 clusters Score -1.745797e+07 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120707 members 
Mstep: Class 2 contains 40826 members 
Entering Unmasked Estep 
Score: -17469966.000000 Penalty: 5948.262695
	Iteration 8Q: 3 clusters Score -1.746997e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121668 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -17474292.000000 Penalty: 5948.262695
	Iteration 9Q: 3 clusters Score -1.747429e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122235 members 
Mstep: Class 2 contains 39298 members 
Entering Unmasked Estep 
Score: -17475314.000000 Penalty: 5948.262695
	Iteration 10Q: 3 clusters Score -1.747531e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122552 members 
Mstep: Class 2 contains 38981 members 
Entering Unmasked Estep 
Score: -17475512.000000 Penalty: 5948.262695
	Iteration 11Q: 3 clusters Score -1.747551e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122695 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -17475594.000000 Penalty: 5948.262695
	Iteration 12Q: 3 clusters Score -1.747559e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122727 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -17475636.000000 Penalty: 5948.262695
	Iteration 13Q: 3 clusters Score -1.747564e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122725 members 
Mstep: Class 2 contains 38808 members 
Entering Unmasked Estep 
Score: -17475626.000000 Penalty: 5948.262695
	Iteration 14Q: 3 clusters Score -1.747563e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122703 members 
Mstep: Class 2 contains 38830 members 
Entering Unmasked Estep 
Score: -17475680.000000 Penalty: 5948.262695
	Iteration 15Q: 3 clusters Score -1.747568e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122667 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -17475676.000000 Penalty: 5948.262695
	Iteration 16Q: 3 clusters Score -1.747568e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122636 members 
Mstep: Class 2 contains 38897 members 
Entering Unmasked Estep 
Score: -17475664.000000 Penalty: 5948.262695
	Iteration 17Q: 3 clusters Score -1.747566e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122618 members 
Mstep: Class 2 contains 38915 members 
Entering Unmasked Estep 
Score: -17475650.000000 Penalty: 5948.262695
	Iteration 18Q: 3 clusters Score -1.747565e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122601 members 
Mstep: Class 2 contains 38932 members 
Entering Unmasked Estep 
Score: -17475632.000000 Penalty: 5948.262695
	Iteration 19Q: 3 clusters Score -1.747563e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122578 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -17475650.000000 Penalty: 5948.262695
	Iteration 20F: 3 clusters Score -1.747565e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122556 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -17475660.000000 Penalty: 5948.262695
	Iteration 21Q: 3 clusters Score -1.747566e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122533 members 
Mstep: Class 2 contains 39000 members 
Entering Unmasked Estep 
Score: -17475660.000000 Penalty: 5948.262695
	Iteration 22Q: 3 clusters Score -1.747566e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122516 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -17475664.000000 Penalty: 5948.262695
	Iteration 23Q: 3 clusters Score -1.747566e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122495 members 
Mstep: Class 2 contains 39038 members 
Entering Unmasked Estep 
Score: -17475666.000000 Penalty: 5948.262695
	Iteration 24Q: 3 clusters Score -1.747567e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122477 members 
Mstep: Class 2 contains 39056 members 
Entering Unmasked Estep 
Score: -17475690.000000 Penalty: 5948.262695
	Iteration 25Q: 3 clusters Score -1.747569e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122458 members 
Mstep: Class 2 contains 39075 members 
Entering Unmasked Estep 
Score: -17475706.000000 Penalty: 5948.262695
	Iteration 26Q: 3 clusters Score -1.747571e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122440 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -17475688.000000 Penalty: 5948.262695
	Iteration 27Q: 3 clusters Score -1.747569e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122426 members 
Mstep: Class 2 contains 39107 members 
Entering Unmasked Estep 
Score: -17475666.000000 Penalty: 5948.262695
	Iteration 28Q: 3 clusters Score -1.747567e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122416 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -17475680.000000 Penalty: 5948.262695
	Iteration 29Q: 3 clusters Score -1.747568e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122411 members 
Mstep: Class 2 contains 39122 members 
Entering Unmasked Estep 
Score: -17475678.000000 Penalty: 5948.262695
	Iteration 30Q: 3 clusters Score -1.747568e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122407 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -17475676.000000 Penalty: 5948.262695
	Iteration 31Q: 3 clusters Score -1.747568e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122403 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
Score: -17475692.000000 Penalty: 5948.262695
	Iteration 32Q: 3 clusters Score -1.747569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122399 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -17475686.000000 Penalty: 5948.262695
	Iteration 33Q: 3 clusters Score -1.747569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122395 members 
Mstep: Class 2 contains 39138 members 
Entering Unmasked Estep 
Score: -17475688.000000 Penalty: 5948.262695
	Iteration 34Q: 3 clusters Score -1.747569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122392 members 
Mstep: Class 2 contains 39141 members 
Entering Unmasked Estep 
Score: -17475680.000000 Penalty: 5948.262695
	Iteration 35Q: 3 clusters Score -1.747568e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122386 members 
Mstep: Class 2 contains 39147 members 
Entering Unmasked Estep 
Score: -17475690.000000 Penalty: 5948.262695
	Iteration 36Q: 3 clusters Score -1.747569e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122379 members 
Mstep: Class 2 contains 39154 members 
Entering Unmasked Estep 
Score: -17475692.000000 Penalty: 5948.262695
	Iteration 37Q: 3 clusters Score -1.747569e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122373 members 
Mstep: Class 2 contains 39160 members 
Entering Unmasked Estep 
Score: -17475700.000000 Penalty: 5948.262695
	Iteration 38Q: 3 clusters Score -1.74757e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122366 members 
Mstep: Class 2 contains 39167 members 
Entering Unmasked Estep 
Score: -17475694.000000 Penalty: 5948.262695
	Iteration 39Q: 3 clusters Score -1.747569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122364 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -17475692.000000 Penalty: 5948.262695
	Iteration 40F: 3 clusters Score -1.747569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122363 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -17475704.000000 Penalty: 5948.262695
	Iteration 41Q: 3 clusters Score -1.74757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122364 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -17475712.000000 Penalty: 5948.262695
	Iteration 42Q: 3 clusters Score -1.747571e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122364 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -17475712.000000 Penalty: 5948.262695
	Iteration 43F: 3 clusters Score -1.747571e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 82837 members 
Mstep: Class 2 contains 14485 members 
Mstep: Class 3 contains 10179 members 
Mstep: Class 4 contains 1558 members 
Mstep: Class 5 contains 5871 members 
Mstep: Class 6 contains 80000 members 
Mstep: Class 7 contains 9127 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 188591 members 
Mstep: Class 10 contains 37097 members 
Mstep: Class 11 contains 60571 members 
Mstep: Class 12 contains 3109 members 
Mstep: Class 13 contains 11130 members 
Mstep: Class 14 contains 75763 members 
Mstep: Class 15 contains 13320 members 
Mstep: Class 16 contains 41189 members 
Mstep: Class 17 contains 38868 members 
Mstep: Class 18 contains 122364 members 
Mstep: Class 19 contains 29102 members 
Mstep: Class 20 contains 12622 members 
Mstep: Class 21 contains 13317 members 
Mstep: Class 22 contains 2587 members 
Mstep: Class 23 contains 3909 members 
Mstep: Class 24 contains 87720 members 
Mstep: Class 25 contains 2220 members 
Mstep: Class 26 contains 7784 members 
Mstep: Class 27 contains 1661 members 
Mstep: Class 28 contains 4310 members 
Mstep: Class 29 contains 42588 members 
Mstep: Class 30 contains 35459 members 
Mstep: Class 31 contains 8313 members 
Mstep: Class 32 contains 13681 members 
Mstep: Class 33 contains 39169 members 
Entering Unmasked Estep 
Score: -114901168.000000 Penalty: 113878.867188
Splitting cluster 18 changes total score from -114639240.000000 to -114901168.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 19 (29102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Entering Unmasked Estep 
Score: -3076480.750000 Penalty: 2549.083496
	Iteration 0F: 2 clusters Score -3076481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -3056849.500000 Penalty: 5098.166992
	Iteration 0F: 3 clusters Score -3056850 nChanged 13255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -3065371.250000 Penalty: 5098.166992
	Iteration 1F: 3 clusters Score -3065371 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -3067655.500000 Penalty: 5098.166992
	Iteration 2F: 3 clusters Score -3067656 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -3070578.750000 Penalty: 5098.166992
	Iteration 3F: 3 clusters Score -3070579 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -3073415.250000 Penalty: 5098.166992
	Iteration 4F: 3 clusters Score -3073415 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -3076344.750000 Penalty: 5098.166992
	Iteration 5F: 3 clusters Score -3076345 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -3079796.500000 Penalty: 5098.166992
	Iteration 6F: 3 clusters Score -3079796 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -3083162.000000 Penalty: 5098.166992
	Iteration 7F: 3 clusters Score -3083162 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -3085707.250000 Penalty: 5098.166992
	Iteration 8F: 3 clusters Score -3085707 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -3087142.250000 Penalty: 5098.166992
	Iteration 9Q: 3 clusters Score -3087142 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -3087873.750000 Penalty: 5098.166992
	Iteration 10Q: 3 clusters Score -3087874 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -3088217.750000 Penalty: 5098.166992
	Iteration 11Q: 3 clusters Score -3088218 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -3088391.500000 Penalty: 5098.166992
	Iteration 12Q: 3 clusters Score -3088392 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -3088513.500000 Penalty: 5098.166992
	Iteration 13Q: 3 clusters Score -3088514 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -3088555.500000 Penalty: 5098.166992
	Iteration 14Q: 3 clusters Score -3088556 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -3088587.750000 Penalty: 5098.166992
	Iteration 15Q: 3 clusters Score -3088588 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -3088607.500000 Penalty: 5098.166992
	Iteration 16Q: 3 clusters Score -3088608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -3088625.250000 Penalty: 5098.166992
	Iteration 17Q: 3 clusters Score -3088625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -3088633.250000 Penalty: 5098.166992
	Iteration 18Q: 3 clusters Score -3088633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -3088635.000000 Penalty: 5098.166992
	Iteration 19Q: 3 clusters Score -3088635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -3088825.750000 Penalty: 5098.166992
	Iteration 20F: 3 clusters Score -3088826 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -3088919.500000 Penalty: 5098.166992
	Iteration 21Q: 3 clusters Score -3088920 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -3088936.500000 Penalty: 5098.166992
	Iteration 22Q: 3 clusters Score -3088936 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -3088955.750000 Penalty: 5098.166992
	Iteration 23Q: 3 clusters Score -3088956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -3088960.500000 Penalty: 5098.166992
	Iteration 24Q: 3 clusters Score -3088960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -3088958.000000 Penalty: 5098.166992
	Iteration 25Q: 3 clusters Score -3088958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -3088958.500000 Penalty: 5098.166992
	Iteration 26Q: 3 clusters Score -3088958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -3088960.250000 Penalty: 5098.166992
	Iteration 27Q: 3 clusters Score -3088960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -3088960.250000 Penalty: 5098.166992
	Iteration 28F: 3 clusters Score -3088960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 82837 members 
Mstep: Class 2 contains 14485 members 
Mstep: Class 3 contains 10179 members 
Mstep: Class 4 contains 1558 members 
Mstep: Class 5 contains 5871 members 
Mstep: Class 6 contains 80000 members 
Mstep: Class 7 contains 9127 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 188591 members 
Mstep: Class 10 contains 37097 members 
Mstep: Class 11 contains 60571 members 
Mstep: Class 12 contains 3109 members 
Mstep: Class 13 contains 11130 members 
Mstep: Class 14 contains 75763 members 
Mstep: Class 15 contains 13320 members 
Mstep: Class 16 contains 41189 members 
Mstep: Class 17 contains 38868 members 
Mstep: Class 18 contains 122364 members 
Mstep: Class 19 contains 1546 members 
Mstep: Class 20 contains 12622 members 
Mstep: Class 21 contains 13317 members 
Mstep: Class 22 contains 2587 members 
Mstep: Class 23 contains 3909 members 
Mstep: Class 24 contains 87720 members 
Mstep: Class 25 contains 2220 members 
Mstep: Class 26 contains 7784 members 
Mstep: Class 27 contains 1661 members 
Mstep: Class 28 contains 4310 members 
Mstep: Class 29 contains 42588 members 
Mstep: Class 30 contains 35459 members 
Mstep: Class 31 contains 8313 members 
Mstep: Class 32 contains 13681 members 
Mstep: Class 33 contains 39169 members 
Mstep: Class 34 contains 27556 members 
Entering Unmasked Estep 
Score: -114912904.000000 Penalty: 117329.742188
Splitting cluster 19 changes total score from -114639240.000000 to -114912904.000000
So it's getting split into cluster 34.
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 82837 members 
Mstep: Class 2 contains 14485 members 
Mstep: Class 3 contains 10179 members 
Mstep: Class 4 contains 1558 members 
Mstep: Class 5 contains 5871 members 
Mstep: Class 6 contains 80000 members 
Mstep: Class 7 contains 9127 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 10 contains 37097 members 
Mstep: Class 11 contains 60571 members 
Mstep: Class 12 contains 3109 members 
Mstep: Class 13 contains 11130 members 
Mstep: Class 14 contains 75763 members 
Mstep: Class 15 contains 13320 members 
Mstep: Class 16 contains 41189 members 
Mstep: Class 17 contains 38868 members 
Mstep: Class 18 contains 122364 members 
Mstep: Class 19 contains 1546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114952328.000000 Penalty: 117329.742188
Iteration 39Q: 35 clusters Score -1.149523e+08 nChanged 54271
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 88263 members 
Mstep: Class 2 contains 14976 members 
Mstep: Class 3 contains 10914 members 
Mstep: Class 4 contains 1582 members 
Mstep: Class 5 contains 6452 members 
Mstep: Class 6 contains 79704 members 
Mstep: Class 7 contains 9732 members 
Mstep: Class 8 contains 3751 members 
Mstep: Class 9 contains 189661 members 
Mstep: Class 10 contains 37930 members 
Mstep: Class 11 contains 58503 members 
Mstep: Class 12 contains 3525 members 
Mstep: Class 13 contains 11221 members 
Mstep: Class 14 contains 77157 members 
Mstep: Class 15 contains 13412 members 
Mstep: Class 16 contains 42916 members 
Mstep: Class 17 contains 39986 members 
Mstep: Class 18 contains 122105 members 
Mstep: Class 19 contains 1785 members 
Mstep: Class 20 contains 12439 members 
Mstep: Class 21 contains 12655 members 
Mstep: Class 22 contains 2575 members 
Mstep: Class 23 contains 3565 members 
Mstep: Class 24 contains 82556 members 
Mstep: Class 25 contains 2350 members 
Mstep: Class 26 contains 7977 members 
Mstep: Class 27 contains 1761 members 
Mstep: Class 28 contains 4938 members 
Mstep: Class 29 contains 38591 members 
Mstep: Class 30 contains 33202 members 
Mstep: Class 31 contains 8605 members 
Mstep: Class 32 contains 13450 members 
Mstep: Class 33 contains 38423 members 
Mstep: Class 34 contains 27506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114995952.000000 Penalty: 117329.742188
Iteration 40F: 35 clusters Score -1.14996e+08 nChanged 38752
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 90716 members 
Mstep: Class 2 contains 14714 members 
Mstep: Class 3 contains 10830 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 6901 members 
Mstep: Class 6 contains 79249 members 
Mstep: Class 7 contains 9566 members 
Mstep: Class 8 contains 3075 members 
Mstep: Class 9 contains 189833 members 
Mstep: Class 10 contains 36372 members 
Mstep: Class 11 contains 56179 members 
Mstep: Class 12 contains 3648 members 
Mstep: Class 13 contains 10922 members 
Mstep: Class 14 contains 76282 members 
Mstep: Class 15 contains 13380 members 
Mstep: Class 16 contains 42692 members 
Mstep: Class 17 contains 39480 members 
Mstep: Class 18 contains 119855 members 
Mstep: Class 19 contains 2246 members 
Mstep: Class 20 contains 13602 members 
Mstep: Class 21 contains 15070 members 
Mstep: Class 22 contains 2745 members 
Mstep: Class 23 contains 3436 members 
Mstep: Class 24 contains 82243 members 
Mstep: Class 25 contains 3415 members 
Mstep: Class 26 contains 8135 members 
Mstep: Class 27 contains 1819 members 
Mstep: Class 28 contains 6027 members 
Mstep: Class 29 contains 37304 members 
Mstep: Class 30 contains 32624 members 
Mstep: Class 31 contains 9398 members 
Mstep: Class 32 contains 13418 members 
Mstep: Class 33 contains 39964 members 
Mstep: Class 34 contains 27668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115015256.000000 Penalty: 117329.742188
Iteration 41Q: 35 clusters Score -1.150153e+08 nChanged 23517
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 92882 members 
Mstep: Class 2 contains 14765 members 
Mstep: Class 3 contains 10896 members 
Mstep: Class 4 contains 1488 members 
Mstep: Class 5 contains 7261 members 
Mstep: Class 6 contains 78982 members 
Mstep: Class 7 contains 9618 members 
Mstep: Class 8 contains 2726 members 
Mstep: Class 9 contains 189930 members 
Mstep: Class 10 contains 35366 members 
Mstep: Class 11 contains 54680 members 
Mstep: Class 12 contains 3726 members 
Mstep: Class 13 contains 10455 members 
Mstep: Class 14 contains 75957 members 
Mstep: Class 15 contains 13338 members 
Mstep: Class 16 contains 42540 members 
Mstep: Class 17 contains 39078 members 
Mstep: Class 18 contains 118072 members 
Mstep: Class 19 contains 1931 members 
Mstep: Class 20 contains 14250 members 
Mstep: Class 21 contains 17146 members 
Mstep: Class 22 contains 2785 members 
Mstep: Class 23 contains 3338 members 
Mstep: Class 24 contains 81430 members 
Mstep: Class 25 contains 4466 members 
Mstep: Class 26 contains 8212 members 
Mstep: Class 27 contains 1862 members 
Mstep: Class 28 contains 6928 members 
Mstep: Class 29 contains 36205 members 
Mstep: Class 30 contains 31882 members 
Mstep: Class 31 contains 9904 members 
Mstep: Class 32 contains 13393 members 
Mstep: Class 33 contains 41013 members 
Mstep: Class 34 contains 27832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115024352.000000 Penalty: 117329.742188
Iteration 42Q: 35 clusters Score -1.150244e+08 nChanged 18330
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 94905 members 
Mstep: Class 2 contains 14713 members 
Mstep: Class 3 contains 11033 members 
Mstep: Class 4 contains 1483 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 78718 members 
Mstep: Class 7 contains 9654 members 
Mstep: Class 8 contains 2583 members 
Mstep: Class 9 contains 189896 members 
Mstep: Class 10 contains 34602 members 
Mstep: Class 11 contains 53644 members 
Mstep: Class 12 contains 3788 members 
Mstep: Class 13 contains 9985 members 
Mstep: Class 14 contains 75563 members 
Mstep: Class 15 contains 13299 members 
Mstep: Class 16 contains 42361 members 
Mstep: Class 17 contains 38808 members 
Mstep: Class 18 contains 116630 members 
Mstep: Class 19 contains 1736 members 
Mstep: Class 20 contains 14641 members 
Mstep: Class 21 contains 18983 members 
Mstep: Class 22 contains 2811 members 
Mstep: Class 23 contains 3281 members 
Mstep: Class 24 contains 80371 members 
Mstep: Class 25 contains 5293 members 
Mstep: Class 26 contains 8283 members 
Mstep: Class 27 contains 1902 members 
Mstep: Class 28 contains 7804 members 
Mstep: Class 29 contains 35258 members 
Mstep: Class 30 contains 31174 members 
Mstep: Class 31 contains 10354 members 
Mstep: Class 32 contains 13359 members 
Mstep: Class 33 contains 41883 members 
Mstep: Class 34 contains 27881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115030216.000000 Penalty: 117329.742188
Iteration 43Q: 35 clusters Score -1.150302e+08 nChanged 15276
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 96808 members 
Mstep: Class 2 contains 14651 members 
Mstep: Class 3 contains 11156 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 8018 members 
Mstep: Class 6 contains 78474 members 
Mstep: Class 7 contains 9678 members 
Mstep: Class 8 contains 2526 members 
Mstep: Class 9 contains 189774 members 
Mstep: Class 10 contains 33981 members 
Mstep: Class 11 contains 52834 members 
Mstep: Class 12 contains 3824 members 
Mstep: Class 13 contains 9632 members 
Mstep: Class 14 contains 75245 members 
Mstep: Class 15 contains 13268 members 
Mstep: Class 16 contains 42178 members 
Mstep: Class 17 contains 38526 members 
Mstep: Class 18 contains 115423 members 
Mstep: Class 19 contains 1619 members 
Mstep: Class 20 contains 14894 members 
Mstep: Class 21 contains 20545 members 
Mstep: Class 22 contains 2829 members 
Mstep: Class 23 contains 3246 members 
Mstep: Class 24 contains 79157 members 
Mstep: Class 25 contains 5964 members 
Mstep: Class 26 contains 8326 members 
Mstep: Class 27 contains 1940 members 
Mstep: Class 28 contains 8757 members 
Mstep: Class 29 contains 34447 members 
Mstep: Class 30 contains 30453 members 
Mstep: Class 31 contains 10744 members 
Mstep: Class 32 contains 13317 members 
Mstep: Class 33 contains 42719 members 
Mstep: Class 34 contains 27907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115034416.000000 Penalty: 117329.742188
Iteration 44Q: 35 clusters Score -1.150344e+08 nChanged 13481
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 98592 members 
Mstep: Class 2 contains 14613 members 
Mstep: Class 3 contains 11326 members 
Mstep: Class 4 contains 1479 members 
Mstep: Class 5 contains 8413 members 
Mstep: Class 6 contains 78203 members 
Mstep: Class 7 contains 9676 members 
Mstep: Class 8 contains 2497 members 
Mstep: Class 9 contains 189559 members 
Mstep: Class 10 contains 33495 members 
Mstep: Class 11 contains 52122 members 
Mstep: Class 12 contains 3851 members 
Mstep: Class 13 contains 9364 members 
Mstep: Class 14 contains 75009 members 
Mstep: Class 15 contains 13244 members 
Mstep: Class 16 contains 42005 members 
Mstep: Class 17 contains 38233 members 
Mstep: Class 18 contains 114333 members 
Mstep: Class 19 contains 1551 members 
Mstep: Class 20 contains 15053 members 
Mstep: Class 21 contains 21960 members 
Mstep: Class 22 contains 2839 members 
Mstep: Class 23 contains 3227 members 
Mstep: Class 24 contains 77912 members 
Mstep: Class 25 contains 6484 members 
Mstep: Class 26 contains 8370 members 
Mstep: Class 27 contains 1960 members 
Mstep: Class 28 contains 9724 members 
Mstep: Class 29 contains 33749 members 
Mstep: Class 30 contains 29755 members 
Mstep: Class 31 contains 11108 members 
Mstep: Class 32 contains 13274 members 
Mstep: Class 33 contains 43463 members 
Mstep: Class 34 contains 27894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037000.000000 Penalty: 117329.742188
Iteration 45Q: 35 clusters Score -1.15037e+08 nChanged 12191
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 100279 members 
Mstep: Class 2 contains 14574 members 
Mstep: Class 3 contains 11515 members 
Mstep: Class 4 contains 1478 members 
Mstep: Class 5 contains 8779 members 
Mstep: Class 6 contains 77927 members 
Mstep: Class 7 contains 9642 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 189315 members 
Mstep: Class 10 contains 33108 members 
Mstep: Class 11 contains 51507 members 
Mstep: Class 12 contains 3893 members 
Mstep: Class 13 contains 9190 members 
Mstep: Class 14 contains 74822 members 
Mstep: Class 15 contains 13228 members 
Mstep: Class 16 contains 41722 members 
Mstep: Class 17 contains 37972 members 
Mstep: Class 18 contains 113373 members 
Mstep: Class 19 contains 1505 members 
Mstep: Class 20 contains 15230 members 
Mstep: Class 21 contains 23238 members 
Mstep: Class 22 contains 2847 members 
Mstep: Class 23 contains 3216 members 
Mstep: Class 24 contains 76587 members 
Mstep: Class 25 contains 6896 members 
Mstep: Class 26 contains 8391 members 
Mstep: Class 27 contains 1973 members 
Mstep: Class 28 contains 10710 members 
Mstep: Class 29 contains 33136 members 
Mstep: Class 30 contains 29081 members 
Mstep: Class 31 contains 11418 members 
Mstep: Class 32 contains 13240 members 
Mstep: Class 33 contains 44173 members 
Mstep: Class 34 contains 27900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039408.000000 Penalty: 117329.742188
Iteration 46Q: 35 clusters Score -1.150394e+08 nChanged 10918
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 101863 members 
Mstep: Class 2 contains 14602 members 
Mstep: Class 3 contains 11689 members 
Mstep: Class 4 contains 1478 members 
Mstep: Class 5 contains 9175 members 
Mstep: Class 6 contains 77671 members 
Mstep: Class 7 contains 9587 members 
Mstep: Class 8 contains 2452 members 
Mstep: Class 9 contains 189043 members 
Mstep: Class 10 contains 32788 members 
Mstep: Class 11 contains 50986 members 
Mstep: Class 12 contains 3929 members 
Mstep: Class 13 contains 9064 members 
Mstep: Class 14 contains 74701 members 
Mstep: Class 15 contains 13215 members 
Mstep: Class 16 contains 41418 members 
Mstep: Class 17 contains 37745 members 
Mstep: Class 18 contains 112538 members 
Mstep: Class 19 contains 1475 members 
Mstep: Class 20 contains 15349 members 
Mstep: Class 21 contains 24367 members 
Mstep: Class 22 contains 2852 members 
Mstep: Class 23 contains 3207 members 
Mstep: Class 24 contains 75181 members 
Mstep: Class 25 contains 7219 members 
Mstep: Class 26 contains 8395 members 
Mstep: Class 27 contains 1987 members 
Mstep: Class 28 contains 11667 members 
Mstep: Class 29 contains 32597 members 
Mstep: Class 30 contains 28468 members 
Mstep: Class 31 contains 11657 members 
Mstep: Class 32 contains 13219 members 
Mstep: Class 33 contains 44853 members 
Mstep: Class 34 contains 27900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115041888.000000 Penalty: 117329.742188
Iteration 47Q: 35 clusters Score -1.150419e+08 nChanged 9920
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 103375 members 
Mstep: Class 2 contains 14612 members 
Mstep: Class 3 contains 11873 members 
Mstep: Class 4 contains 1478 members 
Mstep: Class 5 contains 9513 members 
Mstep: Class 6 contains 77416 members 
Mstep: Class 7 contains 9595 members 
Mstep: Class 8 contains 2440 members 
Mstep: Class 9 contains 188794 members 
Mstep: Class 10 contains 32505 members 
Mstep: Class 11 contains 50550 members 
Mstep: Class 12 contains 3948 members 
Mstep: Class 13 contains 8969 members 
Mstep: Class 14 contains 74560 members 
Mstep: Class 15 contains 13211 members 
Mstep: Class 16 contains 41129 members 
Mstep: Class 17 contains 37536 members 
Mstep: Class 18 contains 111768 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 15438 members 
Mstep: Class 21 contains 25418 members 
Mstep: Class 22 contains 2860 members 
Mstep: Class 23 contains 3199 members 
Mstep: Class 24 contains 73749 members 
Mstep: Class 25 contains 7497 members 
Mstep: Class 26 contains 8399 members 
Mstep: Class 27 contains 2001 members 
Mstep: Class 28 contains 12528 members 
Mstep: Class 29 contains 32208 members 
Mstep: Class 30 contains 27880 members 
Mstep: Class 31 contains 11867 members 
Mstep: Class 32 contains 13195 members 
Mstep: Class 33 contains 45504 members 
Mstep: Class 34 contains 27854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115044120.000000 Penalty: 117329.742188
Iteration 48Q: 35 clusters Score -1.150441e+08 nChanged 9114
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 104854 members 
Mstep: Class 2 contains 14635 members 
Mstep: Class 3 contains 12041 members 
Mstep: Class 4 contains 1478 members 
Mstep: Class 5 contains 9807 members 
Mstep: Class 6 contains 77163 members 
Mstep: Class 7 contains 9605 members 
Mstep: Class 8 contains 2427 members 
Mstep: Class 9 contains 188527 members 
Mstep: Class 10 contains 32251 members 
Mstep: Class 11 contains 50244 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 8897 members 
Mstep: Class 14 contains 74473 members 
Mstep: Class 15 contains 13199 members 
Mstep: Class 16 contains 40892 members 
Mstep: Class 17 contains 37294 members 
Mstep: Class 18 contains 111082 members 
Mstep: Class 19 contains 1459 members 
Mstep: Class 20 contains 15522 members 
Mstep: Class 21 contains 26361 members 
Mstep: Class 22 contains 2862 members 
Mstep: Class 23 contains 3189 members 
Mstep: Class 24 contains 72266 members 
Mstep: Class 25 contains 7706 members 
Mstep: Class 26 contains 8414 members 
Mstep: Class 27 contains 2014 members 
Mstep: Class 28 contains 13252 members 
Mstep: Class 29 contains 31937 members 
Mstep: Class 30 contains 27343 members 
Mstep: Class 31 contains 12035 members 
Mstep: Class 32 contains 13164 members 
Mstep: Class 33 contains 46148 members 
Mstep: Class 34 contains 27816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115045992.000000 Penalty: 117329.742188
Iteration 49Q: 35 clusters Score -1.15046e+08 nChanged 8302
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 106318 members 
Mstep: Class 2 contains 14641 members 
Mstep: Class 3 contains 12187 members 
Mstep: Class 4 contains 1478 members 
Mstep: Class 5 contains 10095 members 
Mstep: Class 6 contains 76929 members 
Mstep: Class 7 contains 9634 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 188259 members 
Mstep: Class 10 contains 32052 members 
Mstep: Class 11 contains 49939 members 
Mstep: Class 12 contains 4005 members 
Mstep: Class 13 contains 8844 members 
Mstep: Class 14 contains 74447 members 
Mstep: Class 15 contains 13189 members 
Mstep: Class 16 contains 40711 members 
Mstep: Class 17 contains 37008 members 
Mstep: Class 18 contains 110457 members 
Mstep: Class 19 contains 1450 members 
Mstep: Class 20 contains 15564 members 
Mstep: Class 21 contains 27242 members 
Mstep: Class 22 contains 2862 members 
Mstep: Class 23 contains 3181 members 
Mstep: Class 24 contains 70855 members 
Mstep: Class 25 contains 7874 members 
Mstep: Class 26 contains 8433 members 
Mstep: Class 27 contains 2023 members 
Mstep: Class 28 contains 13851 members 
Mstep: Class 29 contains 31686 members 
Mstep: Class 30 contains 26890 members 
Mstep: Class 31 contains 12159 members 
Mstep: Class 32 contains 13149 members 
Mstep: Class 33 contains 46737 members 
Mstep: Class 34 contains 27773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115047416.000000 Penalty: 117329.742188
Iteration 50Q: 35 clusters Score -1.150474e+08 nChanged 7746
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 107756 members 
Mstep: Class 2 contains 14660 members 
Mstep: Class 3 contains 12293 members 
Mstep: Class 4 contains 1478 members 
Mstep: Class 5 contains 10417 members 
Mstep: Class 6 contains 76722 members 
Mstep: Class 7 contains 9643 members 
Mstep: Class 8 contains 2408 members 
Mstep: Class 9 contains 187975 members 
Mstep: Class 10 contains 31898 members 
Mstep: Class 11 contains 49709 members 
Mstep: Class 12 contains 4039 members 
Mstep: Class 13 contains 8815 members 
Mstep: Class 14 contains 74414 members 
Mstep: Class 15 contains 13184 members 
Mstep: Class 16 contains 40525 members 
Mstep: Class 17 contains 36682 members 
Mstep: Class 18 contains 109890 members 
Mstep: Class 19 contains 1444 members 
Mstep: Class 20 contains 15622 members 
Mstep: Class 21 contains 28040 members 
Mstep: Class 22 contains 2862 members 
Mstep: Class 23 contains 3177 members 
Mstep: Class 24 contains 69396 members 
Mstep: Class 25 contains 8002 members 
Mstep: Class 26 contains 8458 members 
Mstep: Class 27 contains 2032 members 
Mstep: Class 28 contains 14433 members 
Mstep: Class 29 contains 31462 members 
Mstep: Class 30 contains 26458 members 
Mstep: Class 31 contains 12286 members 
Mstep: Class 32 contains 13138 members 
Mstep: Class 33 contains 47285 members 
Mstep: Class 34 contains 27734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115049224.000000 Penalty: 117329.742188
Iteration 51Q: 35 clusters Score -1.150492e+08 nChanged 7203
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 109143 members 
Mstep: Class 2 contains 14714 members 
Mstep: Class 3 contains 12437 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 10714 members 
Mstep: Class 6 contains 76564 members 
Mstep: Class 7 contains 9646 members 
Mstep: Class 8 contains 2403 members 
Mstep: Class 9 contains 187746 members 
Mstep: Class 10 contains 31737 members 
Mstep: Class 11 contains 49478 members 
Mstep: Class 12 contains 4067 members 
Mstep: Class 13 contains 8790 members 
Mstep: Class 14 contains 74431 members 
Mstep: Class 15 contains 13181 members 
Mstep: Class 16 contains 40393 members 
Mstep: Class 17 contains 36351 members 
Mstep: Class 18 contains 109353 members 
Mstep: Class 19 contains 1440 members 
Mstep: Class 20 contains 15656 members 
Mstep: Class 21 contains 28750 members 
Mstep: Class 22 contains 2863 members 
Mstep: Class 23 contains 3176 members 
Mstep: Class 24 contains 67926 members 
Mstep: Class 25 contains 8101 members 
Mstep: Class 26 contains 8475 members 
Mstep: Class 27 contains 2044 members 
Mstep: Class 28 contains 14947 members 
Mstep: Class 29 contains 31235 members 
Mstep: Class 30 contains 26078 members 
Mstep: Class 31 contains 12428 members 
Mstep: Class 32 contains 13114 members 
Mstep: Class 33 contains 47776 members 
Mstep: Class 34 contains 27703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115049840.000000 Penalty: 117329.742188
Iteration 52Q: 35 clusters Score -1.150498e+08 nChanged 6774
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 110555 members 
Mstep: Class 2 contains 14743 members 
Mstep: Class 3 contains 12585 members 
Mstep: Class 4 contains 1476 members 
Mstep: Class 5 contains 10999 members 
Mstep: Class 6 contains 76418 members 
Mstep: Class 7 contains 9667 members 
Mstep: Class 8 contains 2395 members 
Mstep: Class 9 contains 187490 members 
Mstep: Class 10 contains 31595 members 
Mstep: Class 11 contains 49290 members 
Mstep: Class 12 contains 4088 members 
Mstep: Class 13 contains 8774 members 
Mstep: Class 14 contains 74416 members 
Mstep: Class 15 contains 13172 members 
Mstep: Class 16 contains 40267 members 
Mstep: Class 17 contains 36029 members 
Mstep: Class 18 contains 108839 members 
Mstep: Class 19 contains 1435 members 
Mstep: Class 20 contains 15687 members 
Mstep: Class 21 contains 29403 members 
Mstep: Class 22 contains 2863 members 
Mstep: Class 23 contains 3174 members 
Mstep: Class 24 contains 66515 members 
Mstep: Class 25 contains 8179 members 
Mstep: Class 26 contains 8485 members 
Mstep: Class 27 contains 2052 members 
Mstep: Class 28 contains 15368 members 
Mstep: Class 29 contains 31048 members 
Mstep: Class 30 contains 25732 members 
Mstep: Class 31 contains 12572 members 
Mstep: Class 32 contains 13094 members 
Mstep: Class 33 contains 48253 members 
Mstep: Class 34 contains 27679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115050568.000000 Penalty: 117329.742188
Iteration 53Q: 35 clusters Score -1.150506e+08 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 111945 members 
Mstep: Class 2 contains 14801 members 
Mstep: Class 3 contains 12724 members 
Mstep: Class 4 contains 1475 members 
Mstep: Class 5 contains 11302 members 
Mstep: Class 6 contains 76268 members 
Mstep: Class 7 contains 9688 members 
Mstep: Class 8 contains 2396 members 
Mstep: Class 9 contains 187274 members 
Mstep: Class 10 contains 31440 members 
Mstep: Class 11 contains 49113 members 
Mstep: Class 12 contains 4108 members 
Mstep: Class 13 contains 8758 members 
Mstep: Class 14 contains 74356 members 
Mstep: Class 15 contains 13161 members 
Mstep: Class 16 contains 40157 members 
Mstep: Class 17 contains 35747 members 
Mstep: Class 18 contains 108406 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 15718 members 
Mstep: Class 21 contains 29948 members 
Mstep: Class 22 contains 2860 members 
Mstep: Class 23 contains 3171 members 
Mstep: Class 24 contains 65081 members 
Mstep: Class 25 contains 8247 members 
Mstep: Class 26 contains 8492 members 
Mstep: Class 27 contains 2058 members 
Mstep: Class 28 contains 15696 members 
Mstep: Class 29 contains 30905 members 
Mstep: Class 30 contains 25464 members 
Mstep: Class 31 contains 12702 members 
Mstep: Class 32 contains 13060 members 
Mstep: Class 33 contains 48717 members 
Mstep: Class 34 contains 27667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115050792.000000 Penalty: 117329.742188
Iteration 54Q: 35 clusters Score -1.150508e+08 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 113324 members 
Mstep: Class 2 contains 14855 members 
Mstep: Class 3 contains 12865 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 11560 members 
Mstep: Class 6 contains 76131 members 
Mstep: Class 7 contains 9699 members 
Mstep: Class 8 contains 2387 members 
Mstep: Class 9 contains 187092 members 
Mstep: Class 10 contains 31303 members 
Mstep: Class 11 contains 48954 members 
Mstep: Class 12 contains 4124 members 
Mstep: Class 13 contains 8743 members 
Mstep: Class 14 contains 74244 members 
Mstep: Class 15 contains 13148 members 
Mstep: Class 16 contains 40066 members 
Mstep: Class 17 contains 35449 members 
Mstep: Class 18 contains 108012 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 15733 members 
Mstep: Class 21 contains 30468 members 
Mstep: Class 22 contains 2858 members 
Mstep: Class 23 contains 3171 members 
Mstep: Class 24 contains 63576 members 
Mstep: Class 25 contains 8314 members 
Mstep: Class 26 contains 8497 members 
Mstep: Class 27 contains 2062 members 
Mstep: Class 28 contains 16005 members 
Mstep: Class 29 contains 30853 members 
Mstep: Class 30 contains 25226 members 
Mstep: Class 31 contains 12844 members 
Mstep: Class 32 contains 13039 members 
Mstep: Class 33 contains 49186 members 
Mstep: Class 34 contains 27645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115051696.000000 Penalty: 117329.742188
Iteration 55Q: 35 clusters Score -1.150517e+08 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 114695 members 
Mstep: Class 2 contains 14886 members 
Mstep: Class 3 contains 13002 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 11807 members 
Mstep: Class 6 contains 75989 members 
Mstep: Class 7 contains 9686 members 
Mstep: Class 8 contains 2380 members 
Mstep: Class 9 contains 186885 members 
Mstep: Class 10 contains 31191 members 
Mstep: Class 11 contains 48806 members 
Mstep: Class 12 contains 4139 members 
Mstep: Class 13 contains 8728 members 
Mstep: Class 14 contains 74150 members 
Mstep: Class 15 contains 13141 members 
Mstep: Class 16 contains 39995 members 
Mstep: Class 17 contains 35215 members 
Mstep: Class 18 contains 107672 members 
Mstep: Class 19 contains 1427 members 
Mstep: Class 20 contains 15742 members 
Mstep: Class 21 contains 30923 members 
Mstep: Class 22 contains 2857 members 
Mstep: Class 23 contains 3170 members 
Mstep: Class 24 contains 62092 members 
Mstep: Class 25 contains 8372 members 
Mstep: Class 26 contains 8500 members 
Mstep: Class 27 contains 2067 members 
Mstep: Class 28 contains 16307 members 
Mstep: Class 29 contains 30837 members 
Mstep: Class 30 contains 25004 members 
Mstep: Class 31 contains 12947 members 
Mstep: Class 32 contains 13021 members 
Mstep: Class 33 contains 49599 members 
Mstep: Class 34 contains 27631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115052456.000000 Penalty: 117329.742188
Iteration 56Q: 35 clusters Score -1.150525e+08 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 116051 members 
Mstep: Class 2 contains 14931 members 
Mstep: Class 3 contains 13134 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 12047 members 
Mstep: Class 6 contains 75857 members 
Mstep: Class 7 contains 9681 members 
Mstep: Class 8 contains 2369 members 
Mstep: Class 9 contains 186661 members 
Mstep: Class 10 contains 31106 members 
Mstep: Class 11 contains 48718 members 
Mstep: Class 12 contains 4163 members 
Mstep: Class 13 contains 8712 members 
Mstep: Class 14 contains 74071 members 
Mstep: Class 15 contains 13138 members 
Mstep: Class 16 contains 39922 members 
Mstep: Class 17 contains 34951 members 
Mstep: Class 18 contains 107370 members 
Mstep: Class 19 contains 1424 members 
Mstep: Class 20 contains 15771 members 
Mstep: Class 21 contains 31351 members 
Mstep: Class 22 contains 2857 members 
Mstep: Class 23 contains 3170 members 
Mstep: Class 24 contains 60638 members 
Mstep: Class 25 contains 8446 members 
Mstep: Class 26 contains 8499 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 16511 members 
Mstep: Class 29 contains 30812 members 
Mstep: Class 30 contains 24828 members 
Mstep: Class 31 contains 13017 members 
Mstep: Class 32 contains 13000 members 
Mstep: Class 33 contains 49968 members 
Mstep: Class 34 contains 27620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115052640.000000 Penalty: 117329.742188
Iteration 57Q: 35 clusters Score -1.150526e+08 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 117393 members 
Mstep: Class 2 contains 14948 members 
Mstep: Class 3 contains 13229 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 12251 members 
Mstep: Class 6 contains 75744 members 
Mstep: Class 7 contains 9678 members 
Mstep: Class 8 contains 2359 members 
Mstep: Class 9 contains 186458 members 
Mstep: Class 10 contains 31030 members 
Mstep: Class 11 contains 48628 members 
Mstep: Class 12 contains 4187 members 
Mstep: Class 13 contains 8691 members 
Mstep: Class 14 contains 73997 members 
Mstep: Class 15 contains 13136 members 
Mstep: Class 16 contains 39851 members 
Mstep: Class 17 contains 34666 members 
Mstep: Class 18 contains 107101 members 
Mstep: Class 19 contains 1420 members 
Mstep: Class 20 contains 15806 members 
Mstep: Class 21 contains 31755 members 
Mstep: Class 22 contains 2856 members 
Mstep: Class 23 contains 3170 members 
Mstep: Class 24 contains 59220 members 
Mstep: Class 25 contains 8515 members 
Mstep: Class 26 contains 8497 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 16691 members 
Mstep: Class 29 contains 30836 members 
Mstep: Class 30 contains 24684 members 
Mstep: Class 31 contains 13084 members 
Mstep: Class 32 contains 12978 members 
Mstep: Class 33 contains 50317 members 
Mstep: Class 34 contains 27617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115053632.000000 Penalty: 117329.742188
Iteration 58Q: 35 clusters Score -1.150536e+08 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 118747 members 
Mstep: Class 2 contains 15014 members 
Mstep: Class 3 contains 13316 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 12433 members 
Mstep: Class 6 contains 75658 members 
Mstep: Class 7 contains 9665 members 
Mstep: Class 8 contains 2345 members 
Mstep: Class 9 contains 186286 members 
Mstep: Class 10 contains 30975 members 
Mstep: Class 11 contains 48549 members 
Mstep: Class 12 contains 4203 members 
Mstep: Class 13 contains 8670 members 
Mstep: Class 14 contains 73908 members 
Mstep: Class 15 contains 13135 members 
Mstep: Class 16 contains 39775 members 
Mstep: Class 17 contains 34369 members 
Mstep: Class 18 contains 106839 members 
Mstep: Class 19 contains 1419 members 
Mstep: Class 20 contains 15844 members 
Mstep: Class 21 contains 32150 members 
Mstep: Class 22 contains 2856 members 
Mstep: Class 23 contains 3170 members 
Mstep: Class 24 contains 57780 members 
Mstep: Class 25 contains 8578 members 
Mstep: Class 26 contains 8491 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 16842 members 
Mstep: Class 29 contains 30850 members 
Mstep: Class 30 contains 24536 members 
Mstep: Class 31 contains 13146 members 
Mstep: Class 32 contains 12956 members 
Mstep: Class 33 contains 50686 members 
Mstep: Class 34 contains 27597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115054048.000000 Penalty: 117329.742188
Iteration 59Q: 35 clusters Score -1.15054e+08 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 120086 members 
Mstep: Class 2 contains 15078 members 
Mstep: Class 3 contains 13382 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 12591 members 
Mstep: Class 6 contains 75543 members 
Mstep: Class 7 contains 9621 members 
Mstep: Class 8 contains 2329 members 
Mstep: Class 9 contains 186139 members 
Mstep: Class 10 contains 30913 members 
Mstep: Class 11 contains 48507 members 
Mstep: Class 12 contains 4224 members 
Mstep: Class 13 contains 8646 members 
Mstep: Class 14 contains 73839 members 
Mstep: Class 15 contains 13136 members 
Mstep: Class 16 contains 39712 members 
Mstep: Class 17 contains 34076 members 
Mstep: Class 18 contains 106595 members 
Mstep: Class 19 contains 1417 members 
Mstep: Class 20 contains 15869 members 
Mstep: Class 21 contains 32523 members 
Mstep: Class 22 contains 2857 members 
Mstep: Class 23 contains 3170 members 
Mstep: Class 24 contains 56335 members 
Mstep: Class 25 contains 8637 members 
Mstep: Class 26 contains 8492 members 
Mstep: Class 27 contains 2080 members 
Mstep: Class 28 contains 16992 members 
Mstep: Class 29 contains 30863 members 
Mstep: Class 30 contains 24417 members 
Mstep: Class 31 contains 13209 members 
Mstep: Class 32 contains 12935 members 
Mstep: Class 33 contains 51067 members 
Mstep: Class 34 contains 27583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115057368.000000 Penalty: 117329.742188
Iteration 60F: 35 clusters Score -1.150574e+08 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 121449 members 
Mstep: Class 2 contains 15108 members 
Mstep: Class 3 contains 13466 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 12813 members 
Mstep: Class 6 contains 75443 members 
Mstep: Class 7 contains 9581 members 
Mstep: Class 8 contains 2310 members 
Mstep: Class 9 contains 186023 members 
Mstep: Class 10 contains 30832 members 
Mstep: Class 11 contains 48464 members 
Mstep: Class 12 contains 4249 members 
Mstep: Class 13 contains 8598 members 
Mstep: Class 14 contains 73777 members 
Mstep: Class 15 contains 13135 members 
Mstep: Class 16 contains 39347 members 
Mstep: Class 17 contains 33766 members 
Mstep: Class 18 contains 106382 members 
Mstep: Class 19 contains 1463 members 
Mstep: Class 20 contains 15808 members 
Mstep: Class 21 contains 32832 members 
Mstep: Class 22 contains 2856 members 
Mstep: Class 23 contains 3170 members 
Mstep: Class 24 contains 54916 members 
Mstep: Class 25 contains 8781 members 
Mstep: Class 26 contains 8481 members 
Mstep: Class 27 contains 2084 members 
Mstep: Class 28 contains 17816 members 
Mstep: Class 29 contains 30806 members 
Mstep: Class 30 contains 24019 members 
Mstep: Class 31 contains 13260 members 
Mstep: Class 32 contains 12913 members 
Mstep: Class 33 contains 51391 members 
Mstep: Class 34 contains 27569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115059104.000000 Penalty: 117329.742188
Iteration 61Q: 35 clusters Score -1.150591e+08 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 122827 members 
Mstep: Class 2 contains 15140 members 
Mstep: Class 3 contains 13575 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 13026 members 
Mstep: Class 6 contains 75352 members 
Mstep: Class 7 contains 9589 members 
Mstep: Class 8 contains 2293 members 
Mstep: Class 9 contains 185898 members 
Mstep: Class 10 contains 30774 members 
Mstep: Class 11 contains 48378 members 
Mstep: Class 12 contains 4284 members 
Mstep: Class 13 contains 8555 members 
Mstep: Class 14 contains 73752 members 
Mstep: Class 15 contains 13133 members 
Mstep: Class 16 contains 39004 members 
Mstep: Class 17 contains 33461 members 
Mstep: Class 18 contains 106160 members 
Mstep: Class 19 contains 1320 members 
Mstep: Class 20 contains 15781 members 
Mstep: Class 21 contains 33153 members 
Mstep: Class 22 contains 2856 members 
Mstep: Class 23 contains 3172 members 
Mstep: Class 24 contains 53517 members 
Mstep: Class 25 contains 8929 members 
Mstep: Class 26 contains 8481 members 
Mstep: Class 27 contains 2091 members 
Mstep: Class 28 contains 18483 members 
Mstep: Class 29 contains 30733 members 
Mstep: Class 30 contains 23630 members 
Mstep: Class 31 contains 13315 members 
Mstep: Class 32 contains 12905 members 
Mstep: Class 33 contains 51726 members 
Mstep: Class 34 contains 27616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115060096.000000 Penalty: 117329.742188
Iteration 62Q: 35 clusters Score -1.150601e+08 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 124242 members 
Mstep: Class 2 contains 15178 members 
Mstep: Class 3 contains 13673 members 
Mstep: Class 4 contains 1472 members 
Mstep: Class 5 contains 13240 members 
Mstep: Class 6 contains 75263 members 
Mstep: Class 7 contains 9561 members 
Mstep: Class 8 contains 2276 members 
Mstep: Class 9 contains 185738 members 
Mstep: Class 10 contains 30760 members 
Mstep: Class 11 contains 48358 members 
Mstep: Class 12 contains 4298 members 
Mstep: Class 13 contains 8515 members 
Mstep: Class 14 contains 73710 members 
Mstep: Class 15 contains 13133 members 
Mstep: Class 16 contains 38689 members 
Mstep: Class 17 contains 33115 members 
Mstep: Class 18 contains 105974 members 
Mstep: Class 19 contains 1263 members 
Mstep: Class 20 contains 15767 members 
Mstep: Class 21 contains 33424 members 
Mstep: Class 22 contains 2858 members 
Mstep: Class 23 contains 3174 members 
Mstep: Class 24 contains 52103 members 
Mstep: Class 25 contains 9053 members 
Mstep: Class 26 contains 8487 members 
Mstep: Class 27 contains 2095 members 
Mstep: Class 28 contains 19053 members 
Mstep: Class 29 contains 30676 members 
Mstep: Class 30 contains 23301 members 
Mstep: Class 31 contains 13368 members 
Mstep: Class 32 contains 12889 members 
Mstep: Class 33 contains 52034 members 
Mstep: Class 34 contains 27643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115060864.000000 Penalty: 117329.742188
Iteration 63Q: 35 clusters Score -1.150609e+08 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 125639 members 
Mstep: Class 2 contains 15197 members 
Mstep: Class 3 contains 13803 members 
Mstep: Class 4 contains 1472 members 
Mstep: Class 5 contains 13450 members 
Mstep: Class 6 contains 75157 members 
Mstep: Class 7 contains 9521 members 
Mstep: Class 8 contains 2263 members 
Mstep: Class 9 contains 185594 members 
Mstep: Class 10 contains 30762 members 
Mstep: Class 11 contains 48376 members 
Mstep: Class 12 contains 4312 members 
Mstep: Class 13 contains 8481 members 
Mstep: Class 14 contains 73640 members 
Mstep: Class 15 contains 13137 members 
Mstep: Class 16 contains 38417 members 
Mstep: Class 17 contains 32741 members 
Mstep: Class 18 contains 105790 members 
Mstep: Class 19 contains 1235 members 
Mstep: Class 20 contains 15767 members 
Mstep: Class 21 contains 33688 members 
Mstep: Class 22 contains 2861 members 
Mstep: Class 23 contains 3174 members 
Mstep: Class 24 contains 50749 members 
Mstep: Class 25 contains 9189 members 
Mstep: Class 26 contains 8491 members 
Mstep: Class 27 contains 2099 members 
Mstep: Class 28 contains 19537 members 
Mstep: Class 29 contains 30586 members 
Mstep: Class 30 contains 22977 members 
Mstep: Class 31 contains 13418 members 
Mstep: Class 32 contains 12867 members 
Mstep: Class 33 contains 52344 members 
Mstep: Class 34 contains 27649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061760.000000 Penalty: 117329.742188
Iteration 64Q: 35 clusters Score -1.150618e+08 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 126999 members 
Mstep: Class 2 contains 15215 members 
Mstep: Class 3 contains 13902 members 
Mstep: Class 4 contains 1472 members 
Mstep: Class 5 contains 13645 members 
Mstep: Class 6 contains 75046 members 
Mstep: Class 7 contains 9481 members 
Mstep: Class 8 contains 2250 members 
Mstep: Class 9 contains 185469 members 
Mstep: Class 10 contains 30769 members 
Mstep: Class 11 contains 48424 members 
Mstep: Class 12 contains 4336 members 
Mstep: Class 13 contains 8445 members 
Mstep: Class 14 contains 73561 members 
Mstep: Class 15 contains 13139 members 
Mstep: Class 16 contains 38189 members 
Mstep: Class 17 contains 32389 members 
Mstep: Class 18 contains 105637 members 
Mstep: Class 19 contains 1216 members 
Mstep: Class 20 contains 15769 members 
Mstep: Class 21 contains 33912 members 
Mstep: Class 22 contains 2862 members 
Mstep: Class 23 contains 3173 members 
Mstep: Class 24 contains 49372 members 
Mstep: Class 25 contains 9325 members 
Mstep: Class 26 contains 8489 members 
Mstep: Class 27 contains 2099 members 
Mstep: Class 28 contains 19920 members 
Mstep: Class 29 contains 30549 members 
Mstep: Class 30 contains 22709 members 
Mstep: Class 31 contains 13461 members 
Mstep: Class 32 contains 12846 members 
Mstep: Class 33 contains 52652 members 
Mstep: Class 34 contains 27661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062296.000000 Penalty: 117329.742188
Iteration 65Q: 35 clusters Score -1.150623e+08 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 128259 members 
Mstep: Class 2 contains 15234 members 
Mstep: Class 3 contains 13998 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 13833 members 
Mstep: Class 6 contains 74919 members 
Mstep: Class 7 contains 9436 members 
Mstep: Class 8 contains 2228 members 
Mstep: Class 9 contains 185360 members 
Mstep: Class 10 contains 30760 members 
Mstep: Class 11 contains 48529 members 
Mstep: Class 12 contains 4354 members 
Mstep: Class 13 contains 8402 members 
Mstep: Class 14 contains 73437 members 
Mstep: Class 15 contains 13135 members 
Mstep: Class 16 contains 38004 members 
Mstep: Class 17 contains 32072 members 
Mstep: Class 18 contains 105501 members 
Mstep: Class 19 contains 1212 members 
Mstep: Class 20 contains 15764 members 
Mstep: Class 21 contains 34148 members 
Mstep: Class 22 contains 2864 members 
Mstep: Class 23 contains 3172 members 
Mstep: Class 24 contains 48035 members 
Mstep: Class 25 contains 9483 members 
Mstep: Class 26 contains 8494 members 
Mstep: Class 27 contains 2105 members 
Mstep: Class 28 contains 20241 members 
Mstep: Class 29 contains 30504 members 
Mstep: Class 30 contains 22461 members 
Mstep: Class 31 contains 13506 members 
Mstep: Class 32 contains 12822 members 
Mstep: Class 33 contains 52983 members 
Mstep: Class 34 contains 27658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062536.000000 Penalty: 117329.742188
Iteration 66Q: 35 clusters Score -1.150625e+08 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 129471 members 
Mstep: Class 2 contains 15251 members 
Mstep: Class 3 contains 14088 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 14026 members 
Mstep: Class 6 contains 74787 members 
Mstep: Class 7 contains 9395 members 
Mstep: Class 8 contains 2215 members 
Mstep: Class 9 contains 185272 members 
Mstep: Class 10 contains 30757 members 
Mstep: Class 11 contains 48675 members 
Mstep: Class 12 contains 4374 members 
Mstep: Class 13 contains 8360 members 
Mstep: Class 14 contains 73295 members 
Mstep: Class 15 contains 13135 members 
Mstep: Class 16 contains 37828 members 
Mstep: Class 17 contains 31742 members 
Mstep: Class 18 contains 105378 members 
Mstep: Class 19 contains 1209 members 
Mstep: Class 20 contains 15757 members 
Mstep: Class 21 contains 34372 members 
Mstep: Class 22 contains 2864 members 
Mstep: Class 23 contains 3172 members 
Mstep: Class 24 contains 46691 members 
Mstep: Class 25 contains 9626 members 
Mstep: Class 26 contains 8507 members 
Mstep: Class 27 contains 2110 members 
Mstep: Class 28 contains 20518 members 
Mstep: Class 29 contains 30492 members 
Mstep: Class 30 contains 22250 members 
Mstep: Class 31 contains 13550 members 
Mstep: Class 32 contains 12786 members 
Mstep: Class 33 contains 53308 members 
Mstep: Class 34 contains 27652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063064.000000 Penalty: 117329.742188
Iteration 67Q: 35 clusters Score -1.150631e+08 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 130706 members 
Mstep: Class 2 contains 15253 members 
Mstep: Class 3 contains 14169 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 14231 members 
Mstep: Class 6 contains 74651 members 
Mstep: Class 7 contains 9360 members 
Mstep: Class 8 contains 2208 members 
Mstep: Class 9 contains 185187 members 
Mstep: Class 10 contains 30747 members 
Mstep: Class 11 contains 48795 members 
Mstep: Class 12 contains 4401 members 
Mstep: Class 13 contains 8316 members 
Mstep: Class 14 contains 73140 members 
Mstep: Class 15 contains 13135 members 
Mstep: Class 16 contains 37662 members 
Mstep: Class 17 contains 31490 members 
Mstep: Class 18 contains 105255 members 
Mstep: Class 19 contains 1203 members 
Mstep: Class 20 contains 15750 members 
Mstep: Class 21 contains 34573 members 
Mstep: Class 22 contains 2865 members 
Mstep: Class 23 contains 3172 members 
Mstep: Class 24 contains 45344 members 
Mstep: Class 25 contains 9781 members 
Mstep: Class 26 contains 8513 members 
Mstep: Class 27 contains 2115 members 
Mstep: Class 28 contains 20776 members 
Mstep: Class 29 contains 30456 members 
Mstep: Class 30 contains 22049 members 
Mstep: Class 31 contains 13587 members 
Mstep: Class 32 contains 12756 members 
Mstep: Class 33 contains 53623 members 
Mstep: Class 34 contains 27646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063936.000000 Penalty: 117329.742188
Iteration 68Q: 35 clusters Score -1.150639e+08 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 131958 members 
Mstep: Class 2 contains 15255 members 
Mstep: Class 3 contains 14229 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 14410 members 
Mstep: Class 6 contains 74518 members 
Mstep: Class 7 contains 9325 members 
Mstep: Class 8 contains 2202 members 
Mstep: Class 9 contains 185097 members 
Mstep: Class 10 contains 30733 members 
Mstep: Class 11 contains 48879 members 
Mstep: Class 12 contains 4431 members 
Mstep: Class 13 contains 8278 members 
Mstep: Class 14 contains 73016 members 
Mstep: Class 15 contains 13136 members 
Mstep: Class 16 contains 37521 members 
Mstep: Class 17 contains 31237 members 
Mstep: Class 18 contains 105146 members 
Mstep: Class 19 contains 1197 members 
Mstep: Class 20 contains 15746 members 
Mstep: Class 21 contains 34768 members 
Mstep: Class 22 contains 2866 members 
Mstep: Class 23 contains 3171 members 
Mstep: Class 24 contains 43952 members 
Mstep: Class 25 contains 9924 members 
Mstep: Class 26 contains 8529 members 
Mstep: Class 27 contains 2123 members 
Mstep: Class 28 contains 21003 members 
Mstep: Class 29 contains 30462 members 
Mstep: Class 30 contains 21875 members 
Mstep: Class 31 contains 13615 members 
Mstep: Class 32 contains 12722 members 
Mstep: Class 33 contains 53945 members 
Mstep: Class 34 contains 27645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115064888.000000 Penalty: 117329.742188
Iteration 69Q: 35 clusters Score -1.150649e+08 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 133182 members 
Mstep: Class 2 contains 15286 members 
Mstep: Class 3 contains 14293 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 14561 members 
Mstep: Class 6 contains 74390 members 
Mstep: Class 7 contains 9261 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 185008 members 
Mstep: Class 10 contains 30713 members 
Mstep: Class 11 contains 49029 members 
Mstep: Class 12 contains 4440 members 
Mstep: Class 13 contains 8246 members 
Mstep: Class 14 contains 72906 members 
Mstep: Class 15 contains 13137 members 
Mstep: Class 16 contains 37385 members 
Mstep: Class 17 contains 30955 members 
Mstep: Class 18 contains 105030 members 
Mstep: Class 19 contains 1188 members 
Mstep: Class 20 contains 15744 members 
Mstep: Class 21 contains 34966 members 
Mstep: Class 22 contains 2869 members 
Mstep: Class 23 contains 3171 members 
Mstep: Class 24 contains 42610 members 
Mstep: Class 25 contains 10047 members 
Mstep: Class 26 contains 8536 members 
Mstep: Class 27 contains 2126 members 
Mstep: Class 28 contains 21227 members 
Mstep: Class 29 contains 30456 members 
Mstep: Class 30 contains 21729 members 
Mstep: Class 31 contains 13630 members 
Mstep: Class 32 contains 12691 members 
Mstep: Class 33 contains 54266 members 
Mstep: Class 34 contains 27644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115065600.000000 Penalty: 117329.742188
Iteration 70Q: 35 clusters Score -1.150656e+08 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 134373 members 
Mstep: Class 2 contains 15322 members 
Mstep: Class 3 contains 14365 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 14707 members 
Mstep: Class 6 contains 74270 members 
Mstep: Class 7 contains 9221 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 184914 members 
Mstep: Class 10 contains 30709 members 
Mstep: Class 11 contains 49227 members 
Mstep: Class 12 contains 4470 members 
Mstep: Class 13 contains 8215 members 
Mstep: Class 14 contains 72752 members 
Mstep: Class 15 contains 13138 members 
Mstep: Class 16 contains 37257 members 
Mstep: Class 17 contains 30642 members 
Mstep: Class 18 contains 104925 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 15744 members 
Mstep: Class 21 contains 35140 members 
Mstep: Class 22 contains 2870 members 
Mstep: Class 23 contains 3172 members 
Mstep: Class 24 contains 41284 members 
Mstep: Class 25 contains 10156 members 
Mstep: Class 26 contains 8538 members 
Mstep: Class 27 contains 2125 members 
Mstep: Class 28 contains 21446 members 
Mstep: Class 29 contains 30437 members 
Mstep: Class 30 contains 21585 members 
Mstep: Class 31 contains 13660 members 
Mstep: Class 32 contains 12667 members 
Mstep: Class 33 contains 54563 members 
Mstep: Class 34 contains 27652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115066096.000000 Penalty: 117329.742188
Iteration 71Q: 35 clusters Score -1.150661e+08 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 135500 members 
Mstep: Class 2 contains 15366 members 
Mstep: Class 3 contains 14421 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 14855 members 
Mstep: Class 6 contains 74153 members 
Mstep: Class 7 contains 9196 members 
Mstep: Class 8 contains 2185 members 
Mstep: Class 9 contains 184813 members 
Mstep: Class 10 contains 30703 members 
Mstep: Class 11 contains 49442 members 
Mstep: Class 12 contains 4496 members 
Mstep: Class 13 contains 8188 members 
Mstep: Class 14 contains 72595 members 
Mstep: Class 15 contains 13139 members 
Mstep: Class 16 contains 37147 members 
Mstep: Class 17 contains 30329 members 
Mstep: Class 18 contains 104822 members 
Mstep: Class 19 contains 1173 members 
Mstep: Class 20 contains 15732 members 
Mstep: Class 21 contains 35307 members 
Mstep: Class 22 contains 2872 members 
Mstep: Class 23 contains 3172 members 
Mstep: Class 24 contains 40056 members 
Mstep: Class 25 contains 10263 members 
Mstep: Class 26 contains 8549 members 
Mstep: Class 27 contains 2124 members 
Mstep: Class 28 contains 21628 members 
Mstep: Class 29 contains 30398 members 
Mstep: Class 30 contains 21481 members 
Mstep: Class 31 contains 13682 members 
Mstep: Class 32 contains 12647 members 
Mstep: Class 33 contains 54849 members 
Mstep: Class 34 contains 27631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115066576.000000 Penalty: 117329.742188
Iteration 72Q: 35 clusters Score -1.150666e+08 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 136602 members 
Mstep: Class 2 contains 15405 members 
Mstep: Class 3 contains 14469 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 15012 members 
Mstep: Class 6 contains 74034 members 
Mstep: Class 7 contains 9161 members 
Mstep: Class 8 contains 2180 members 
Mstep: Class 9 contains 184694 members 
Mstep: Class 10 contains 30703 members 
Mstep: Class 11 contains 49657 members 
Mstep: Class 12 contains 4520 members 
Mstep: Class 13 contains 8160 members 
Mstep: Class 14 contains 72407 members 
Mstep: Class 15 contains 13143 members 
Mstep: Class 16 contains 37042 members 
Mstep: Class 17 contains 30016 members 
Mstep: Class 18 contains 104719 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 15735 members 
Mstep: Class 21 contains 35491 members 
Mstep: Class 22 contains 2873 members 
Mstep: Class 23 contains 3173 members 
Mstep: Class 24 contains 38907 members 
Mstep: Class 25 contains 10350 members 
Mstep: Class 26 contains 8557 members 
Mstep: Class 27 contains 2123 members 
Mstep: Class 28 contains 21793 members 
Mstep: Class 29 contains 30340 members 
Mstep: Class 30 contains 21387 members 
Mstep: Class 31 contains 13710 members 
Mstep: Class 32 contains 12627 members 
Mstep: Class 33 contains 55131 members 
Mstep: Class 34 contains 27624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067552.000000 Penalty: 117329.742188
Iteration 73Q: 35 clusters Score -1.150676e+08 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 137688 members 
Mstep: Class 2 contains 15446 members 
Mstep: Class 3 contains 14505 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 15147 members 
Mstep: Class 6 contains 73915 members 
Mstep: Class 7 contains 9143 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 184586 members 
Mstep: Class 10 contains 30703 members 
Mstep: Class 11 contains 49911 members 
Mstep: Class 12 contains 4544 members 
Mstep: Class 13 contains 8134 members 
Mstep: Class 14 contains 72255 members 
Mstep: Class 15 contains 13146 members 
Mstep: Class 16 contains 36932 members 
Mstep: Class 17 contains 29750 members 
Mstep: Class 18 contains 104612 members 
Mstep: Class 19 contains 1167 members 
Mstep: Class 20 contains 15751 members 
Mstep: Class 21 contains 35657 members 
Mstep: Class 22 contains 2872 members 
Mstep: Class 23 contains 3174 members 
Mstep: Class 24 contains 37727 members 
Mstep: Class 25 contains 10442 members 
Mstep: Class 26 contains 8566 members 
Mstep: Class 27 contains 2125 members 
Mstep: Class 28 contains 21919 members 
Mstep: Class 29 contains 30250 members 
Mstep: Class 30 contains 21295 members 
Mstep: Class 31 contains 13733 members 
Mstep: Class 32 contains 12609 members 
Mstep: Class 33 contains 55429 members 
Mstep: Class 34 contains 27609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115068200.000000 Penalty: 117329.742188
Iteration 74Q: 35 clusters Score -1.150682e+08 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 138712 members 
Mstep: Class 2 contains 15477 members 
Mstep: Class 3 contains 14537 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 15290 members 
Mstep: Class 6 contains 73828 members 
Mstep: Class 7 contains 9116 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 184512 members 
Mstep: Class 10 contains 30687 members 
Mstep: Class 11 contains 50182 members 
Mstep: Class 12 contains 4568 members 
Mstep: Class 13 contains 8103 members 
Mstep: Class 14 contains 72089 members 
Mstep: Class 15 contains 13151 members 
Mstep: Class 16 contains 36796 members 
Mstep: Class 17 contains 29476 members 
Mstep: Class 18 contains 104505 members 
Mstep: Class 19 contains 1167 members 
Mstep: Class 20 contains 15750 members 
Mstep: Class 21 contains 35810 members 
Mstep: Class 22 contains 2873 members 
Mstep: Class 23 contains 3175 members 
Mstep: Class 24 contains 36598 members 
Mstep: Class 25 contains 10518 members 
Mstep: Class 26 contains 8571 members 
Mstep: Class 27 contains 2125 members 
Mstep: Class 28 contains 22091 members 
Mstep: Class 29 contains 30164 members 
Mstep: Class 30 contains 21227 members 
Mstep: Class 31 contains 13762 members 
Mstep: Class 32 contains 12593 members 
Mstep: Class 33 contains 55699 members 
Mstep: Class 34 contains 27598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115068768.000000 Penalty: 117329.742188
Iteration 75Q: 35 clusters Score -1.150688e+08 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 139713 members 
Mstep: Class 2 contains 15513 members 
Mstep: Class 3 contains 14575 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 15408 members 
Mstep: Class 6 contains 73768 members 
Mstep: Class 7 contains 9086 members 
Mstep: Class 8 contains 2156 members 
Mstep: Class 9 contains 184447 members 
Mstep: Class 10 contains 30676 members 
Mstep: Class 11 contains 50396 members 
Mstep: Class 12 contains 4580 members 
Mstep: Class 13 contains 8091 members 
Mstep: Class 14 contains 71918 members 
Mstep: Class 15 contains 13152 members 
Mstep: Class 16 contains 36660 members 
Mstep: Class 17 contains 29224 members 
Mstep: Class 18 contains 104400 members 
Mstep: Class 19 contains 1167 members 
Mstep: Class 20 contains 15769 members 
Mstep: Class 21 contains 35965 members 
Mstep: Class 22 contains 2873 members 
Mstep: Class 23 contains 3175 members 
Mstep: Class 24 contains 35496 members 
Mstep: Class 25 contains 10558 members 
Mstep: Class 26 contains 8580 members 
Mstep: Class 27 contains 2126 members 
Mstep: Class 28 contains 22265 members 
Mstep: Class 29 contains 30085 members 
Mstep: Class 30 contains 21174 members 
Mstep: Class 31 contains 13780 members 
Mstep: Class 32 contains 12571 members 
Mstep: Class 33 contains 55986 members 
Mstep: Class 34 contains 27581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115068704.000000 Penalty: 117329.742188
Iteration 76Q: 35 clusters Score -1.150687e+08 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 140707 members 
Mstep: Class 2 contains 15535 members 
Mstep: Class 3 contains 14614 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 15518 members 
Mstep: Class 6 contains 73730 members 
Mstep: Class 7 contains 9054 members 
Mstep: Class 8 contains 2150 members 
Mstep: Class 9 contains 184393 members 
Mstep: Class 10 contains 30684 members 
Mstep: Class 11 contains 50578 members 
Mstep: Class 12 contains 4612 members 
Mstep: Class 13 contains 8086 members 
Mstep: Class 14 contains 71743 members 
Mstep: Class 15 contains 13151 members 
Mstep: Class 16 contains 36498 members 
Mstep: Class 17 contains 28993 members 
Mstep: Class 18 contains 104287 members 
Mstep: Class 19 contains 1166 members 
Mstep: Class 20 contains 15798 members 
Mstep: Class 21 contains 36131 members 
Mstep: Class 22 contains 2873 members 
Mstep: Class 23 contains 3175 members 
Mstep: Class 24 contains 34397 members 
Mstep: Class 25 contains 10606 members 
Mstep: Class 26 contains 8593 members 
Mstep: Class 27 contains 2128 members 
Mstep: Class 28 contains 22460 members 
Mstep: Class 29 contains 29988 members 
Mstep: Class 30 contains 21103 members 
Mstep: Class 31 contains 13798 members 
Mstep: Class 32 contains 12546 members 
Mstep: Class 33 contains 56239 members 
Mstep: Class 34 contains 27580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115069552.000000 Penalty: 117329.742188
Iteration 77Q: 35 clusters Score -1.150696e+08 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 141630 members 
Mstep: Class 2 contains 15546 members 
Mstep: Class 3 contains 14639 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 15630 members 
Mstep: Class 6 contains 73694 members 
Mstep: Class 7 contains 9027 members 
Mstep: Class 8 contains 2149 members 
Mstep: Class 9 contains 184362 members 
Mstep: Class 10 contains 30679 members 
Mstep: Class 11 contains 50756 members 
Mstep: Class 12 contains 4631 members 
Mstep: Class 13 contains 8082 members 
Mstep: Class 14 contains 71594 members 
Mstep: Class 15 contains 13152 members 
Mstep: Class 16 contains 36329 members 
Mstep: Class 17 contains 28805 members 
Mstep: Class 18 contains 104182 members 
Mstep: Class 19 contains 1166 members 
Mstep: Class 20 contains 15821 members 
Mstep: Class 21 contains 36275 members 
Mstep: Class 22 contains 2874 members 
Mstep: Class 23 contains 3175 members 
Mstep: Class 24 contains 33361 members 
Mstep: Class 25 contains 10640 members 
Mstep: Class 26 contains 8606 members 
Mstep: Class 27 contains 2130 members 
Mstep: Class 28 contains 22670 members 
Mstep: Class 29 contains 29871 members 
Mstep: Class 30 contains 21057 members 
Mstep: Class 31 contains 13810 members 
Mstep: Class 32 contains 12527 members 
Mstep: Class 33 contains 56468 members 
Mstep: Class 34 contains 27576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115070296.000000 Penalty: 117329.742188
Iteration 78Q: 35 clusters Score -1.150703e+08 nChanged 3224
Entering ConstructFrom: 
Score: -115070296.000000 Penalty: 117329.742188
Entering ConstructFrom: 
Trying to split cluster 1 (142554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142554 members 
Entering Unmasked Estep 
Score: -15687880.000000 Penalty: 2943.134277
	Iteration 0F: 2 clusters Score -1.568788e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71410 members 
Mstep: Class 2 contains 71144 members 
Entering Unmasked Estep 
Score: -15593048.000000 Penalty: 5886.268555
	Iteration 0F: 3 clusters Score -1.559305e+07 nChanged 67846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74364 members 
Mstep: Class 2 contains 68190 members 
Entering Unmasked Estep 
Score: -15632387.000000 Penalty: 5886.268555
	Iteration 1F: 3 clusters Score -1.563239e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76717 members 
Mstep: Class 2 contains 65837 members 
Entering Unmasked Estep 
Score: -15633730.000000 Penalty: 5886.268555
	Iteration 2Q: 3 clusters Score -1.563373e+07 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80277 members 
Mstep: Class 2 contains 62277 members 
Entering Unmasked Estep 
Score: -15635750.000000 Penalty: 5886.268555
	Iteration 3Q: 3 clusters Score -1.563575e+07 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85320 members 
Mstep: Class 2 contains 57234 members 
Entering Unmasked Estep 
Score: -15638563.000000 Penalty: 5886.268555
	Iteration 4Q: 3 clusters Score -1.563856e+07 nChanged 8155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92301 members 
Mstep: Class 2 contains 50253 members 
Entering Unmasked Estep 
Score: -15642668.000000 Penalty: 5886.268555
	Iteration 5F: 3 clusters Score -1.564267e+07 nChanged 9605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101242 members 
Mstep: Class 2 contains 41312 members 
Entering Unmasked Estep 
Score: -15648807.000000 Penalty: 5886.268555
	Iteration 6F: 3 clusters Score -1.564881e+07 nChanged 10669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111609 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -15656689.000000 Penalty: 5886.268555
	Iteration 7F: 3 clusters Score -1.565669e+07 nChanged 10720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122297 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -15665981.000000 Penalty: 5886.268555
	Iteration 8F: 3 clusters Score -1.566598e+07 nChanged 9224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131519 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -15674757.000000 Penalty: 5886.268555
	Iteration 9F: 3 clusters Score -1.567476e+07 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137701 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -15680780.000000 Penalty: 5886.268555
	Iteration 10Q: 3 clusters Score -1.568078e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140699 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -15683626.000000 Penalty: 5886.268555
	Iteration 11Q: 3 clusters Score -1.568363e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141779 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -15684663.000000 Penalty: 5886.268555
	Iteration 12Q: 3 clusters Score -1.568466e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142097 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -15685014.000000 Penalty: 5886.268555
	Iteration 13Q: 3 clusters Score -1.568501e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142200 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -15685174.000000 Penalty: 5886.268555
	Iteration 14Q: 3 clusters Score -1.568517e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142246 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -15685250.000000 Penalty: 5886.268555
	Iteration 15Q: 3 clusters Score -1.568525e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142271 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -15685300.000000 Penalty: 5886.268555
	Iteration 16Q: 3 clusters Score -1.56853e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142278 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -15685337.000000 Penalty: 5886.268555
	Iteration 17Q: 3 clusters Score -1.568534e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142282 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -15685356.000000 Penalty: 5886.268555
	Iteration 18Q: 3 clusters Score -1.568536e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142283 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -15685360.000000 Penalty: 5886.268555
	Iteration 19Q: 3 clusters Score -1.568536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142283 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -15685359.000000 Penalty: 5886.268555
	Iteration 20F: 3 clusters Score -1.568536e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142282 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -15685369.000000 Penalty: 5886.268555
	Iteration 21Q: 3 clusters Score -1.568537e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142282 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -15685369.000000 Penalty: 5886.268555
	Iteration 22F: 3 clusters Score -1.568537e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Entering Unmasked Estep 
Score: -1433010.750000 Penalty: 2393.698242
	Iteration 0F: 2 clusters Score -1433011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1421816.375000 Penalty: 4787.396484
	Iteration 0F: 3 clusters Score -1421816 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1426122.375000 Penalty: 4787.396484
	Iteration 1F: 3 clusters Score -1426122 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1427154.750000 Penalty: 4787.396484
	Iteration 2F: 3 clusters Score -1427155 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1428200.625000 Penalty: 4787.396484
	Iteration 3F: 3 clusters Score -1428201 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1429102.375000 Penalty: 4787.396484
	Iteration 4F: 3 clusters Score -1429102 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1429889.500000 Penalty: 4787.396484
	Iteration 5F: 3 clusters Score -1429890 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1430515.875000 Penalty: 4787.396484
	Iteration 6F: 3 clusters Score -1430516 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1430896.625000 Penalty: 4787.396484
	Iteration 7Q: 3 clusters Score -1430897 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1431158.625000 Penalty: 4787.396484
	Iteration 8Q: 3 clusters Score -1431159 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1431335.500000 Penalty: 4787.396484
	Iteration 9Q: 3 clusters Score -1431336 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1431452.750000 Penalty: 4787.396484
	Iteration 10Q: 3 clusters Score -1431453 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1431543.750000 Penalty: 4787.396484
	Iteration 11Q: 3 clusters Score -1431544 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1431641.750000 Penalty: 4787.396484
	Iteration 12Q: 3 clusters Score -1431642 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1431754.125000 Penalty: 4787.396484
	Iteration 13Q: 3 clusters Score -1431754 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1431874.250000 Penalty: 4787.396484
	Iteration 14Q: 3 clusters Score -1431874 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1431996.125000 Penalty: 4787.396484
	Iteration 15Q: 3 clusters Score -1431996 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -1432129.250000 Penalty: 4787.396484
	Iteration 16Q: 3 clusters Score -1432129 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1432255.000000 Penalty: 4787.396484
	Iteration 17Q: 3 clusters Score -1432255 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1432423.250000 Penalty: 4787.396484
	Iteration 18Q: 3 clusters Score -1432423 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -1432611.250000 Penalty: 4787.396484
	Iteration 19Q: 3 clusters Score -1432611 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -1432787.125000 Penalty: 4787.396484
	Iteration 20F: 3 clusters Score -1432787 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -1432941.000000 Penalty: 4787.396484
	Iteration 21Q: 3 clusters Score -1432941 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -1433073.500000 Penalty: 4787.396484
	Iteration 22Q: 3 clusters Score -1433074 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -1433213.750000 Penalty: 4787.396484
	Iteration 23Q: 3 clusters Score -1433214 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -1433330.875000 Penalty: 4787.396484
	Iteration 24Q: 3 clusters Score -1433331 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -1433416.750000 Penalty: 4787.396484
	Iteration 25Q: 3 clusters Score -1433417 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -1433485.375000 Penalty: 4787.396484
	Iteration 26Q: 3 clusters Score -1433485 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -1433531.500000 Penalty: 4787.396484
	Iteration 27Q: 3 clusters Score -1433532 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -1433546.375000 Penalty: 4787.396484
	Iteration 28Q: 3 clusters Score -1433546 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -1433570.500000 Penalty: 4787.396484
	Iteration 29Q: 3 clusters Score -1433570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -1433577.125000 Penalty: 4787.396484
	Iteration 30Q: 3 clusters Score -1433577 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -1433582.375000 Penalty: 4787.396484
	Iteration 31Q: 3 clusters Score -1433582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -1433589.875000 Penalty: 4787.396484
	Iteration 32Q: 3 clusters Score -1433590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -1433587.625000 Penalty: 4787.396484
	Iteration 33Q: 3 clusters Score -1433588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -1433590.875000 Penalty: 4787.396484
	Iteration 34Q: 3 clusters Score -1433591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -1433590.125000 Penalty: 4787.396484
	Iteration 35Q: 3 clusters Score -1433590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -1433590.750000 Penalty: 4787.396484
	Iteration 36Q: 3 clusters Score -1433591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -1433646.750000 Penalty: 4787.396484
	Iteration 37F: 3 clusters Score -1433647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -1433663.625000 Penalty: 4787.396484
	Iteration 38Q: 3 clusters Score -1433664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -1433667.625000 Penalty: 4787.396484
	Iteration 39Q: 3 clusters Score -1433668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -1433668.625000 Penalty: 4787.396484
	Iteration 40F: 3 clusters Score -1433669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1433666.750000 Penalty: 4787.396484
	Iteration 41Q: 3 clusters Score -1433667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -1433667.125000 Penalty: 4787.396484
	Iteration 42Q: 3 clusters Score -1433667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -1433667.125000 Penalty: 4787.396484
	Iteration 43F: 3 clusters Score -1433667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 142554 members 
Mstep: Class 2 contains 965 members 
Mstep: Class 3 contains 14656 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 15713 members 
Mstep: Class 6 contains 73663 members 
Mstep: Class 7 contains 9000 members 
Mstep: Class 8 contains 2147 members 
Mstep: Class 9 contains 184328 members 
Mstep: Class 10 contains 30675 members 
Mstep: Class 11 contains 50913 members 
Mstep: Class 12 contains 4646 members 
Mstep: Class 13 contains 8078 members 
Mstep: Class 14 contains 71404 members 
Mstep: Class 15 contains 13156 members 
Mstep: Class 16 contains 36161 members 
Mstep: Class 17 contains 28607 members 
Mstep: Class 18 contains 104076 members 
Mstep: Class 19 contains 1166 members 
Mstep: Class 20 contains 15858 members 
Mstep: Class 21 contains 36440 members 
Mstep: Class 22 contains 2874 members 
Mstep: Class 23 contains 3174 members 
Mstep: Class 24 contains 32335 members 
Mstep: Class 25 contains 10662 members 
Mstep: Class 26 contains 8615 members 
Mstep: Class 27 contains 2131 members 
Mstep: Class 28 contains 22877 members 
Mstep: Class 29 contains 29807 members 
Mstep: Class 30 contains 21013 members 
Mstep: Class 31 contains 13833 members 
Mstep: Class 32 contains 12509 members 
Mstep: Class 33 contains 56722 members 
Mstep: Class 34 contains 27568 members 
Mstep: Class 35 contains 14588 members 
Entering Unmasked Estep 
Score: -115070736.000000 Penalty: 120780.617188
Splitting cluster 2 changes total score from -115070296.000000 to -115070736.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 3 (14656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Entering Unmasked Estep 
Score: -1491912.625000 Penalty: 2378.966064
	Iteration 0F: 2 clusters Score -1491913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1481279.500000 Penalty: 4757.932129
	Iteration 0F: 3 clusters Score -1481280 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1485071.750000 Penalty: 4757.932129
	Iteration 1F: 3 clusters Score -1485072 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1485945.000000 Penalty: 4757.932129
	Iteration 2F: 3 clusters Score -1485945 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1486691.625000 Penalty: 4757.932129
	Iteration 3F: 3 clusters Score -1486692 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1487293.125000 Penalty: 4757.932129
	Iteration 4F: 3 clusters Score -1487293 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1487834.125000 Penalty: 4757.932129
	Iteration 5F: 3 clusters Score -1487834 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1488313.500000 Penalty: 4757.932129
	Iteration 6F: 3 clusters Score -1488314 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1488711.125000 Penalty: 4757.932129
	Iteration 7Q: 3 clusters Score -1488711 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1489032.125000 Penalty: 4757.932129
	Iteration 8Q: 3 clusters Score -1489032 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1489298.250000 Penalty: 4757.932129
	Iteration 9Q: 3 clusters Score -1489298 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1489507.500000 Penalty: 4757.932129
	Iteration 10Q: 3 clusters Score -1489508 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1489685.375000 Penalty: 4757.932129
	Iteration 11Q: 3 clusters Score -1489685 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1489830.375000 Penalty: 4757.932129
	Iteration 12Q: 3 clusters Score -1489830 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1489924.500000 Penalty: 4757.932129
	Iteration 13Q: 3 clusters Score -1489924 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1489998.250000 Penalty: 4757.932129
	Iteration 14Q: 3 clusters Score -1489998 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1490046.875000 Penalty: 4757.932129
	Iteration 15Q: 3 clusters Score -1490047 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1490083.250000 Penalty: 4757.932129
	Iteration 16Q: 3 clusters Score -1490083 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1490115.750000 Penalty: 4757.932129
	Iteration 17Q: 3 clusters Score -1490116 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1490161.625000 Penalty: 4757.932129
	Iteration 18Q: 3 clusters Score -1490162 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1490198.500000 Penalty: 4757.932129
	Iteration 19Q: 3 clusters Score -1490198 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1490226.125000 Penalty: 4757.932129
	Iteration 20F: 3 clusters Score -1490226 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1490253.000000 Penalty: 4757.932129
	Iteration 21Q: 3 clusters Score -1490253 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1490282.875000 Penalty: 4757.932129
	Iteration 22Q: 3 clusters Score -1490283 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1490305.750000 Penalty: 4757.932129
	Iteration 23Q: 3 clusters Score -1490306 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1490339.000000 Penalty: 4757.932129
	Iteration 24Q: 3 clusters Score -1490339 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1490382.750000 Penalty: 4757.932129
	Iteration 25Q: 3 clusters Score -1490383 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1490420.875000 Penalty: 4757.932129
	Iteration 26Q: 3 clusters Score -1490421 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1490466.125000 Penalty: 4757.932129
	Iteration 27Q: 3 clusters Score -1490466 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1490500.000000 Penalty: 4757.932129
	Iteration 28Q: 3 clusters Score -1490500 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1490535.375000 Penalty: 4757.932129
	Iteration 29Q: 3 clusters Score -1490535 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1490559.750000 Penalty: 4757.932129
	Iteration 30Q: 3 clusters Score -1490560 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1490595.750000 Penalty: 4757.932129
	Iteration 31Q: 3 clusters Score -1490596 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1490635.875000 Penalty: 4757.932129
	Iteration 32Q: 3 clusters Score -1490636 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1490662.750000 Penalty: 4757.932129
	Iteration 33Q: 3 clusters Score -1490663 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1490706.875000 Penalty: 4757.932129
	Iteration 34Q: 3 clusters Score -1490707 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1490735.375000 Penalty: 4757.932129
	Iteration 35Q: 3 clusters Score -1490735 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1490768.000000 Penalty: 4757.932129
	Iteration 36Q: 3 clusters Score -1490768 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1490796.875000 Penalty: 4757.932129
	Iteration 37Q: 3 clusters Score -1490797 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1490832.500000 Penalty: 4757.932129
	Iteration 38Q: 3 clusters Score -1490832 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1490869.375000 Penalty: 4757.932129
	Iteration 39Q: 3 clusters Score -1490869 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1490904.750000 Penalty: 4757.932129
	Iteration 40F: 3 clusters Score -1490905 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1490935.375000 Penalty: 4757.932129
	Iteration 41Q: 3 clusters Score -1490935 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1490976.625000 Penalty: 4757.932129
	Iteration 42Q: 3 clusters Score -1490977 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1491002.250000 Penalty: 4757.932129
	Iteration 43Q: 3 clusters Score -1491002 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1491035.250000 Penalty: 4757.932129
	Iteration 44Q: 3 clusters Score -1491035 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1491058.750000 Penalty: 4757.932129
	Iteration 45Q: 3 clusters Score -1491059 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1491084.750000 Penalty: 4757.932129
	Iteration 46Q: 3 clusters Score -1491085 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1491101.375000 Penalty: 4757.932129
	Iteration 47Q: 3 clusters Score -1491101 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1491122.000000 Penalty: 4757.932129
	Iteration 48Q: 3 clusters Score -1491122 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1491143.625000 Penalty: 4757.932129
	Iteration 49Q: 3 clusters Score -1491144 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1491159.250000 Penalty: 4757.932129
	Iteration 50Q: 3 clusters Score -1491159 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1491167.500000 Penalty: 4757.932129
	Iteration 51Q: 3 clusters Score -1491168 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1491179.750000 Penalty: 4757.932129
	Iteration 52Q: 3 clusters Score -1491180 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1491185.750000 Penalty: 4757.932129
	Iteration 53Q: 3 clusters Score -1491186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1491192.125000 Penalty: 4757.932129
	Iteration 54Q: 3 clusters Score -1491192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1491197.625000 Penalty: 4757.932129
	Iteration 55Q: 3 clusters Score -1491198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1491200.750000 Penalty: 4757.932129
	Iteration 56Q: 3 clusters Score -1491201 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1491206.500000 Penalty: 4757.932129
	Iteration 57Q: 3 clusters Score -1491206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1491208.875000 Penalty: 4757.932129
	Iteration 58Q: 3 clusters Score -1491209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1491216.125000 Penalty: 4757.932129
	Iteration 59Q: 3 clusters Score -1491216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1491222.125000 Penalty: 4757.932129
	Iteration 60F: 3 clusters Score -1491222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1491226.250000 Penalty: 4757.932129
	Iteration 61Q: 3 clusters Score -1491226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1491231.500000 Penalty: 4757.932129
	Iteration 62Q: 3 clusters Score -1491232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1491239.250000 Penalty: 4757.932129
	Iteration 63Q: 3 clusters Score -1491239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1491240.500000 Penalty: 4757.932129
	Iteration 64Q: 3 clusters Score -1491240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1491244.375000 Penalty: 4757.932129
	Iteration 65Q: 3 clusters Score -1491244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1491249.875000 Penalty: 4757.932129
	Iteration 66Q: 3 clusters Score -1491250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1491255.625000 Penalty: 4757.932129
	Iteration 67Q: 3 clusters Score -1491256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1491268.875000 Penalty: 4757.932129
	Iteration 68Q: 3 clusters Score -1491269 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1491286.875000 Penalty: 4757.932129
	Iteration 69Q: 3 clusters Score -1491287 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1491312.625000 Penalty: 4757.932129
	Iteration 70Q: 3 clusters Score -1491313 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1491357.625000 Penalty: 4757.932129
	Iteration 71Q: 3 clusters Score -1491358 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1491395.125000 Penalty: 4757.932129
	Iteration 72Q: 3 clusters Score -1491395 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1491413.375000 Penalty: 4757.932129
	Iteration 73Q: 3 clusters Score -1491413 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1491417.000000 Penalty: 4757.932129
	Iteration 74Q: 3 clusters Score -1491417 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1491433.375000 Penalty: 4757.932129
	Iteration 75Q: 3 clusters Score -1491433 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1491439.125000 Penalty: 4757.932129
	Iteration 76Q: 3 clusters Score -1491439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1491443.000000 Penalty: 4757.932129
	Iteration 77Q: 3 clusters Score -1491443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1491440.375000 Penalty: 4757.932129
	Iteration 78Q: 3 clusters Score -1491440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1491443.125000 Penalty: 4757.932129
	Iteration 79Q: 3 clusters Score -1491443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1491443.125000 Penalty: 4757.932129
	Iteration 80F: 3 clusters Score -1491443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Entering Unmasked Estep 
Score: -144060.250000 Penalty: 1808.499634
	Iteration 0F: 2 clusters Score -144060.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -141855.078125 Penalty: 3616.999268
	Iteration 0F: 3 clusters Score -141855.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -142490.359375 Penalty: 3616.999268
	Iteration 1F: 3 clusters Score -142490.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -143014.546875 Penalty: 3616.999268
	Iteration 2F: 3 clusters Score -143014.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -143610.765625 Penalty: 3616.999268
	Iteration 3F: 3 clusters Score -143610.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -143969.750000 Penalty: 3616.999268
	Iteration 4F: 3 clusters Score -143969.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -144177.234375 Penalty: 3616.999268
	Iteration 5F: 3 clusters Score -144177.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -144295.812500 Penalty: 3616.999268
	Iteration 6Q: 3 clusters Score -144295.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -144383.062500 Penalty: 3616.999268
	Iteration 7Q: 3 clusters Score -144383.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -144424.406250 Penalty: 3616.999268
	Iteration 8Q: 3 clusters Score -144424.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -144451.890625 Penalty: 3616.999268
	Iteration 9Q: 3 clusters Score -144451.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -144469.953125 Penalty: 3616.999268
	Iteration 10Q: 3 clusters Score -144470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -144473.109375 Penalty: 3616.999268
	Iteration 11Q: 3 clusters Score -144473.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -144473.109375 Penalty: 3616.999268
	Iteration 12F: 3 clusters Score -144473.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 142554 members 
Mstep: Class 2 contains 965 members 
Mstep: Class 3 contains 14656 members 
Mstep: Class 4 contains 281 members 
Mstep: Class 5 contains 15713 members 
Mstep: Class 6 contains 73663 members 
Mstep: Class 7 contains 9000 members 
Mstep: Class 8 contains 2147 members 
Mstep: Class 9 contains 184328 members 
Mstep: Class 10 contains 30675 members 
Mstep: Class 11 contains 50913 members 
Mstep: Class 12 contains 4646 members 
Mstep: Class 13 contains 8078 members 
Mstep: Class 14 contains 71404 members 
Mstep: Class 15 contains 13156 members 
Mstep: Class 16 contains 36161 members 
Mstep: Class 17 contains 28607 members 
Mstep: Class 18 contains 104076 members 
Mstep: Class 19 contains 1166 members 
Mstep: Class 20 contains 15858 members 
Mstep: Class 21 contains 36440 members 
Mstep: Class 22 contains 2874 members 
Mstep: Class 23 contains 3174 members 
Mstep: Class 24 contains 32335 members 
Mstep: Class 25 contains 10662 members 
Mstep: Class 26 contains 8615 members 
Mstep: Class 27 contains 2131 members 
Mstep: Class 28 contains 22877 members 
Mstep: Class 29 contains 29807 members 
Mstep: Class 30 contains 21013 members 
Mstep: Class 31 contains 13833 members 
Mstep: Class 32 contains 12509 members 
Mstep: Class 33 contains 56722 members 
Mstep: Class 34 contains 27568 members 
Mstep: Class 35 contains 14588 members 
Mstep: Class 36 contains 1188 members 
Entering Unmasked Estep 
Score: -115069768.000000 Penalty: 124231.492188
Splitting cluster 4 changes total score from -115070296.000000 to -115069768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (15713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Entering Unmasked Estep 
Score: -1636723.625000 Penalty: 2396.236572
	Iteration 0F: 2 clusters Score -1636724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1625483.125000 Penalty: 4792.473145
	Iteration 0F: 3 clusters Score -1625483 nChanged 6741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1629273.125000 Penalty: 4792.473145
	Iteration 1F: 3 clusters Score -1629273 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1629924.125000 Penalty: 4792.473145
	Iteration 2F: 3 clusters Score -1629924 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1630630.375000 Penalty: 4792.473145
	Iteration 3F: 3 clusters Score -1630630 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1631299.250000 Penalty: 4792.473145
	Iteration 4F: 3 clusters Score -1631299 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1631948.875000 Penalty: 4792.473145
	Iteration 5F: 3 clusters Score -1631949 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1632599.250000 Penalty: 4792.473145
	Iteration 6F: 3 clusters Score -1632599 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1633160.250000 Penalty: 4792.473145
	Iteration 7F: 3 clusters Score -1633160 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1633597.125000 Penalty: 4792.473145
	Iteration 8Q: 3 clusters Score -1633597 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1633933.875000 Penalty: 4792.473145
	Iteration 9Q: 3 clusters Score -1633934 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1634168.500000 Penalty: 4792.473145
	Iteration 10Q: 3 clusters Score -1634168 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1634326.875000 Penalty: 4792.473145
	Iteration 11Q: 3 clusters Score -1634327 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1634418.375000 Penalty: 4792.473145
	Iteration 12Q: 3 clusters Score -1634418 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1634495.250000 Penalty: 4792.473145
	Iteration 13Q: 3 clusters Score -1634495 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1634559.500000 Penalty: 4792.473145
	Iteration 14Q: 3 clusters Score -1634560 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1634606.375000 Penalty: 4792.473145
	Iteration 15Q: 3 clusters Score -1634606 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1634665.000000 Penalty: 4792.473145
	Iteration 16Q: 3 clusters Score -1634665 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1634705.250000 Penalty: 4792.473145
	Iteration 17Q: 3 clusters Score -1634705 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1634739.750000 Penalty: 4792.473145
	Iteration 18Q: 3 clusters Score -1634740 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1634763.125000 Penalty: 4792.473145
	Iteration 19Q: 3 clusters Score -1634763 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -1634776.500000 Penalty: 4792.473145
	Iteration 20F: 3 clusters Score -1634776 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1634787.250000 Penalty: 4792.473145
	Iteration 21Q: 3 clusters Score -1634787 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1634808.625000 Penalty: 4792.473145
	Iteration 22Q: 3 clusters Score -1634809 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -1634821.500000 Penalty: 4792.473145
	Iteration 23Q: 3 clusters Score -1634822 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -1634838.750000 Penalty: 4792.473145
	Iteration 24Q: 3 clusters Score -1634839 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -1634852.750000 Penalty: 4792.473145
	Iteration 25Q: 3 clusters Score -1634853 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1634861.750000 Penalty: 4792.473145
	Iteration 26Q: 3 clusters Score -1634862 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -1634877.375000 Penalty: 4792.473145
	Iteration 27Q: 3 clusters Score -1634877 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -1634880.000000 Penalty: 4792.473145
	Iteration 28Q: 3 clusters Score -1634880 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1634888.750000 Penalty: 4792.473145
	Iteration 29Q: 3 clusters Score -1634889 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -1634890.875000 Penalty: 4792.473145
	Iteration 30Q: 3 clusters Score -1634891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1634895.875000 Penalty: 4792.473145
	Iteration 31Q: 3 clusters Score -1634896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1634897.125000 Penalty: 4792.473145
	Iteration 32Q: 3 clusters Score -1634897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1634898.125000 Penalty: 4792.473145
	Iteration 33Q: 3 clusters Score -1634898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -1634900.375000 Penalty: 4792.473145
	Iteration 34Q: 3 clusters Score -1634900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1634900.875000 Penalty: 4792.473145
	Iteration 35Q: 3 clusters Score -1634901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -1634899.875000 Penalty: 4792.473145
	Iteration 36Q: 3 clusters Score -1634900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -1634900.375000 Penalty: 4792.473145
	Iteration 37Q: 3 clusters Score -1634900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1634901.875000 Penalty: 4792.473145
	Iteration 38Q: 3 clusters Score -1634902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -1634905.625000 Penalty: 4792.473145
	Iteration 39Q: 3 clusters Score -1634906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -1634906.125000 Penalty: 4792.473145
	Iteration 40F: 3 clusters Score -1634906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1634906.375000 Penalty: 4792.473145
	Iteration 41Q: 3 clusters Score -1634906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -1634907.250000 Penalty: 4792.473145
	Iteration 42Q: 3 clusters Score -1634907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -1634905.875000 Penalty: 4792.473145
	Iteration 43Q: 3 clusters Score -1634906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -1634905.875000 Penalty: 4792.473145
	Iteration 44F: 3 clusters Score -1634906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (73663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73663 members 
Entering Unmasked Estep 
Score: -8198597.500000 Penalty: 2779.399658
	Iteration 0F: 2 clusters Score -8198598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -8149303.500000 Penalty: 5558.799316
	Iteration 0F: 3 clusters Score -8149304 nChanged 34547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 36703 members 
Entering Unmasked Estep 
Score: -8168650.500000 Penalty: 5558.799316
	Iteration 1F: 3 clusters Score -8168650 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 36535 members 
Entering Unmasked Estep 
Score: -8169149.000000 Penalty: 5558.799316
	Iteration 2Q: 3 clusters Score -8169149 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37469 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -8169681.000000 Penalty: 5558.799316
	Iteration 3Q: 3 clusters Score -8169681 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -8170357.000000 Penalty: 5558.799316
	Iteration 4Q: 3 clusters Score -8170357 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38789 members 
Mstep: Class 2 contains 34874 members 
Entering Unmasked Estep 
Score: -8171032.500000 Penalty: 5558.799316
	Iteration 5Q: 3 clusters Score -8171032 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -8171968.500000 Penalty: 5558.799316
	Iteration 6Q: 3 clusters Score -8171968 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41329 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
Score: -8173235.500000 Penalty: 5558.799316
	Iteration 7Q: 3 clusters Score -8173236 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43301 members 
Mstep: Class 2 contains 30362 members 
Entering Unmasked Estep 
Score: -8174852.000000 Penalty: 5558.799316
	Iteration 8Q: 3 clusters Score -8174852 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45760 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -8176901.000000 Penalty: 5558.799316
	Iteration 9F: 3 clusters Score -8176901 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48636 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -8179230.500000 Penalty: 5558.799316
	Iteration 10F: 3 clusters Score -8179230 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51709 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -8181841.000000 Penalty: 5558.799316
	Iteration 11F: 3 clusters Score -8181841 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54637 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -8184563.500000 Penalty: 5558.799316
	Iteration 12Q: 3 clusters Score -8184564 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57198 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -8186929.000000 Penalty: 5558.799316
	Iteration 13Q: 3 clusters Score -8186929 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59229 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -8188713.500000 Penalty: 5558.799316
	Iteration 14Q: 3 clusters Score -8188714 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60935 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -8189888.000000 Penalty: 5558.799316
	Iteration 15Q: 3 clusters Score -8189888 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62466 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -8190825.500000 Penalty: 5558.799316
	Iteration 16Q: 3 clusters Score -8190826 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63854 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -8191577.000000 Penalty: 5558.799316
	Iteration 17Q: 3 clusters Score -8191577 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65154 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -8192322.500000 Penalty: 5558.799316
	Iteration 18Q: 3 clusters Score -8192322 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66307 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -8193006.500000 Penalty: 5558.799316
	Iteration 19Q: 3 clusters Score -8193006 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67348 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -8193614.500000 Penalty: 5558.799316
	Iteration 20F: 3 clusters Score -8193614 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68187 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -8194139.000000 Penalty: 5558.799316
	Iteration 21Q: 3 clusters Score -8194139 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68925 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -8194586.500000 Penalty: 5558.799316
	Iteration 22Q: 3 clusters Score -8194586 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69519 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -8194954.500000 Penalty: 5558.799316
	Iteration 23Q: 3 clusters Score -8194954 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70039 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -8195257.500000 Penalty: 5558.799316
	Iteration 24Q: 3 clusters Score -8195258 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70444 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -8195523.500000 Penalty: 5558.799316
	Iteration 25Q: 3 clusters Score -8195524 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70776 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -8195696.000000 Penalty: 5558.799316
	Iteration 26Q: 3 clusters Score -8195696 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71045 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -8195831.500000 Penalty: 5558.799316
	Iteration 27Q: 3 clusters Score -8195832 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71264 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -8195933.500000 Penalty: 5558.799316
	Iteration 28Q: 3 clusters Score -8195934 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71451 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -8196013.500000 Penalty: 5558.799316
	Iteration 29Q: 3 clusters Score -8196014 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71601 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -8196078.500000 Penalty: 5558.799316
	Iteration 30Q: 3 clusters Score -8196078 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71742 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -8196128.500000 Penalty: 5558.799316
	Iteration 31Q: 3 clusters Score -8196128 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71857 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -8196181.500000 Penalty: 5558.799316
	Iteration 32Q: 3 clusters Score -8196182 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71950 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -8196226.500000 Penalty: 5558.799316
	Iteration 33Q: 3 clusters Score -8196226 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72031 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -8196235.000000 Penalty: 5558.799316
	Iteration 34Q: 3 clusters Score -8196235 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72096 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -8196246.500000 Penalty: 5558.799316
	Iteration 35Q: 3 clusters Score -8196246 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72160 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -8196290.500000 Penalty: 5558.799316
	Iteration 36Q: 3 clusters Score -8196290 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72211 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -8196314.000000 Penalty: 5558.799316
	Iteration 37Q: 3 clusters Score -8196314 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72250 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -8196331.000000 Penalty: 5558.799316
	Iteration 38Q: 3 clusters Score -8196331 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72287 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -8196336.000000 Penalty: 5558.799316
	Iteration 39Q: 3 clusters Score -8196336 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72315 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -8196363.000000 Penalty: 5558.799316
	Iteration 40F: 3 clusters Score -8196363 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72342 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -8196381.000000 Penalty: 5558.799316
	Iteration 41Q: 3 clusters Score -8196381 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72363 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -8196382.500000 Penalty: 5558.799316
	Iteration 42Q: 3 clusters Score -8196382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72381 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -8196386.000000 Penalty: 5558.799316
	Iteration 43Q: 3 clusters Score -8196386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72393 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -8196397.000000 Penalty: 5558.799316
	Iteration 44Q: 3 clusters Score -8196397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72402 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -8196391.500000 Penalty: 5558.799316
	Iteration 45Q: 3 clusters Score -8196392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72413 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -8196405.000000 Penalty: 5558.799316
	Iteration 46Q: 3 clusters Score -8196405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72422 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -8196395.500000 Penalty: 5558.799316
	Iteration 47Q: 3 clusters Score -8196396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72433 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -8196382.500000 Penalty: 5558.799316
	Iteration 48Q: 3 clusters Score -8196382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72443 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -8196379.000000 Penalty: 5558.799316
	Iteration 49Q: 3 clusters Score -8196379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72448 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -8196379.500000 Penalty: 5558.799316
	Iteration 50Q: 3 clusters Score -8196380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72453 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -8196383.000000 Penalty: 5558.799316
	Iteration 51Q: 3 clusters Score -8196383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72454 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -8196383.000000 Penalty: 5558.799316
	Iteration 52Q: 3 clusters Score -8196383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72455 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -8196382.500000 Penalty: 5558.799316
	Iteration 53Q: 3 clusters Score -8196382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72457 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -8196384.500000 Penalty: 5558.799316
	Iteration 54Q: 3 clusters Score -8196384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72461 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -8196392.500000 Penalty: 5558.799316
	Iteration 55Q: 3 clusters Score -8196392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72467 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -8196393.500000 Penalty: 5558.799316
	Iteration 56Q: 3 clusters Score -8196394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72472 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -8196392.500000 Penalty: 5558.799316
	Iteration 57Q: 3 clusters Score -8196392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72476 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -8196389.000000 Penalty: 5558.799316
	Iteration 58Q: 3 clusters Score -8196389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72479 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -8196391.500000 Penalty: 5558.799316
	Iteration 59Q: 3 clusters Score -8196392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72485 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -8196385.000000 Penalty: 5558.799316
	Iteration 60F: 3 clusters Score -8196385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72490 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -8196383.000000 Penalty: 5558.799316
	Iteration 61Q: 3 clusters Score -8196383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72495 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -8196390.500000 Penalty: 5558.799316
	Iteration 62Q: 3 clusters Score -8196390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72497 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -8196389.000000 Penalty: 5558.799316
	Iteration 63Q: 3 clusters Score -8196389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72502 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -8196395.000000 Penalty: 5558.799316
	Iteration 64Q: 3 clusters Score -8196395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72507 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -8196409.000000 Penalty: 5558.799316
	Iteration 65Q: 3 clusters Score -8196409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72511 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -8196407.500000 Penalty: 5558.799316
	Iteration 66Q: 3 clusters Score -8196408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72513 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -8196405.500000 Penalty: 5558.799316
	Iteration 67Q: 3 clusters Score -8196406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72515 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -8196401.000000 Penalty: 5558.799316
	Iteration 68Q: 3 clusters Score -8196401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72519 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -8196402.000000 Penalty: 5558.799316
	Iteration 69Q: 3 clusters Score -8196402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72521 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -8196400.000000 Penalty: 5558.799316
	Iteration 70Q: 3 clusters Score -8196400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72524 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -8196408.500000 Penalty: 5558.799316
	Iteration 71Q: 3 clusters Score -8196408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72527 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -8196409.500000 Penalty: 5558.799316
	Iteration 72Q: 3 clusters Score -8196410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72533 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -8196417.500000 Penalty: 5558.799316
	Iteration 73Q: 3 clusters Score -8196418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72536 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -8196424.500000 Penalty: 5558.799316
	Iteration 74Q: 3 clusters Score -8196424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72538 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -8196424.500000 Penalty: 5558.799316
	Iteration 75Q: 3 clusters Score -8196424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72539 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -8196417.500000 Penalty: 5558.799316
	Iteration 76Q: 3 clusters Score -8196418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72540 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -8196417.000000 Penalty: 5558.799316
	Iteration 77Q: 3 clusters Score -8196417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72541 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -8196411.500000 Penalty: 5558.799316
	Iteration 78Q: 3 clusters Score -8196412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72543 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -8196419.000000 Penalty: 5558.799316
	Iteration 79Q: 3 clusters Score -8196419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72543 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -8196419.000000 Penalty: 5558.799316
	Iteration 80F: 3 clusters Score -8196419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Entering Unmasked Estep 
Score: -877900.312500 Penalty: 2258.034912
	Iteration 0F: 2 clusters Score -877900.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -870816.375000 Penalty: 4516.069824
	Iteration 0F: 3 clusters Score -870816.4 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -873168.125000 Penalty: 4516.069824
	Iteration 1F: 3 clusters Score -873168.1 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -873910.437500 Penalty: 4516.069824
	Iteration 2F: 3 clusters Score -873910.4 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -874677.312500 Penalty: 4516.069824
	Iteration 3F: 3 clusters Score -874677.3 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -875380.687500 Penalty: 4516.069824
	Iteration 4F: 3 clusters Score -875380.7 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -875971.687500 Penalty: 4516.069824
	Iteration 5F: 3 clusters Score -875971.7 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -876436.937500 Penalty: 4516.069824
	Iteration 6F: 3 clusters Score -876436.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -876713.062500 Penalty: 4516.069824
	Iteration 7Q: 3 clusters Score -876713.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -876893.562500 Penalty: 4516.069824
	Iteration 8Q: 3 clusters Score -876893.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -877011.437500 Penalty: 4516.069824
	Iteration 9Q: 3 clusters Score -877011.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -877086.125000 Penalty: 4516.069824
	Iteration 10Q: 3 clusters Score -877086.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -877126.125000 Penalty: 4516.069824
	Iteration 11Q: 3 clusters Score -877126.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -877144.062500 Penalty: 4516.069824
	Iteration 12Q: 3 clusters Score -877144.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -877158.000000 Penalty: 4516.069824
	Iteration 13Q: 3 clusters Score -877158 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -877172.500000 Penalty: 4516.069824
	Iteration 14Q: 3 clusters Score -877172.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -877185.687500 Penalty: 4516.069824
	Iteration 15Q: 3 clusters Score -877185.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -877194.187500 Penalty: 4516.069824
	Iteration 16Q: 3 clusters Score -877194.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -877202.000000 Penalty: 4516.069824
	Iteration 17Q: 3 clusters Score -877202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -877203.250000 Penalty: 4516.069824
	Iteration 18Q: 3 clusters Score -877203.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -877204.312500 Penalty: 4516.069824
	Iteration 19Q: 3 clusters Score -877204.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -877205.500000 Penalty: 4516.069824
	Iteration 20F: 3 clusters Score -877205.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -877206.125000 Penalty: 4516.069824
	Iteration 21Q: 3 clusters Score -877206.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -877207.312500 Penalty: 4516.069824
	Iteration 22Q: 3 clusters Score -877207.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -877206.562500 Penalty: 4516.069824
	Iteration 23Q: 3 clusters Score -877206.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -877209.437500 Penalty: 4516.069824
	Iteration 24Q: 3 clusters Score -877209.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -877209.000000 Penalty: 4516.069824
	Iteration 25Q: 3 clusters Score -877209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -877209.687500 Penalty: 4516.069824
	Iteration 26Q: 3 clusters Score -877209.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -877209.125000 Penalty: 4516.069824
	Iteration 27Q: 3 clusters Score -877209.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -877211.187500 Penalty: 4516.069824
	Iteration 28Q: 3 clusters Score -877211.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -877209.937500 Penalty: 4516.069824
	Iteration 29Q: 3 clusters Score -877209.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -877209.937500 Penalty: 4516.069824
	Iteration 30F: 3 clusters Score -877209.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Entering Unmasked Estep 
Score: -185855.531250 Penalty: 1902.613037
	Iteration 0F: 2 clusters Score -185855.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -183428.421875 Penalty: 3805.226074
	Iteration 0F: 3 clusters Score -183428.4 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -185711.468750 Penalty: 3805.226074
	Iteration 1F: 3 clusters Score -185711.5 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -189821.562500 Penalty: 3805.226074
	Iteration 2F: 3 clusters Score -189821.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -192849.765625 Penalty: 3805.226074
	Iteration 3F: 3 clusters Score -192849.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -194770.593750 Penalty: 3805.226074
	Iteration 4Q: 3 clusters Score -194770.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -195324.500000 Penalty: 3805.226074
	Iteration 5Q: 3 clusters Score -195324.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -195556.000000 Penalty: 3805.226074
	Iteration 6Q: 3 clusters Score -195556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -195670.140625 Penalty: 3805.226074
	Iteration 7Q: 3 clusters Score -195670.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -195786.609375 Penalty: 3805.226074
	Iteration 8Q: 3 clusters Score -195786.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -195937.546875 Penalty: 3805.226074
	Iteration 9Q: 3 clusters Score -195937.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -195972.015625 Penalty: 3805.226074
	Iteration 10Q: 3 clusters Score -195972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -195982.062500 Penalty: 3805.226074
	Iteration 11Q: 3 clusters Score -195982.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -195991.187500 Penalty: 3805.226074
	Iteration 12Q: 3 clusters Score -195991.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -195991.187500 Penalty: 3805.226074
	Iteration 13F: 3 clusters Score -195991.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 142554 members 
Mstep: Class 2 contains 965 members 
Mstep: Class 3 contains 14656 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 15713 members 
Mstep: Class 6 contains 73663 members 
Mstep: Class 7 contains 9000 members 
Mstep: Class 8 contains 1019 members 
Mstep: Class 9 contains 184328 members 
Mstep: Class 10 contains 30675 members 
Mstep: Class 11 contains 50913 members 
Mstep: Class 12 contains 4646 members 
Mstep: Class 13 contains 8078 members 
Mstep: Class 14 contains 71404 members 
Mstep: Class 15 contains 13156 members 
Mstep: Class 16 contains 36161 members 
Mstep: Class 17 contains 28607 members 
Mstep: Class 18 contains 104076 members 
Mstep: Class 19 contains 1166 members 
Mstep: Class 20 contains 15858 members 
Mstep: Class 21 contains 36440 members 
Mstep: Class 22 contains 2874 members 
Mstep: Class 23 contains 3174 members 
Mstep: Class 24 contains 32335 members 
Mstep: Class 25 contains 10662 members 
Mstep: Class 26 contains 8615 members 
Mstep: Class 27 contains 2131 members 
Mstep: Class 28 contains 22877 members 
Mstep: Class 29 contains 29807 members 
Mstep: Class 30 contains 21013 members 
Mstep: Class 31 contains 13833 members 
Mstep: Class 32 contains 12509 members 
Mstep: Class 33 contains 56722 members 
Mstep: Class 34 contains 27568 members 
Mstep: Class 35 contains 14588 members 
Mstep: Class 36 contains 1128 members 
Entering Unmasked Estep 
Score: -115079264.000000 Penalty: 124231.492188
Splitting cluster 8 changes total score from -115070296.000000 to -115079264.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 9 (184328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184328 members 
Entering Unmasked Estep 
Score: -20502642.000000 Penalty: 3006.868896
	Iteration 0F: 2 clusters Score -2.050264e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92171 members 
Mstep: Class 2 contains 92157 members 
Entering Unmasked Estep 
Score: -20387910.000000 Penalty: 6013.737793
	Iteration 0F: 3 clusters Score -2.038791e+07 nChanged 88392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95973 members 
Mstep: Class 2 contains 88355 members 
Entering Unmasked Estep 
Score: -20439892.000000 Penalty: 6013.737793
	Iteration 1F: 3 clusters Score -2.043989e+07 nChanged 6845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99026 members 
Mstep: Class 2 contains 85302 members 
Entering Unmasked Estep 
Score: -20441984.000000 Penalty: 6013.737793
	Iteration 2Q: 3 clusters Score -2.044198e+07 nChanged 8619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103647 members 
Mstep: Class 2 contains 80681 members 
Entering Unmasked Estep 
Score: -20445434.000000 Penalty: 6013.737793
	Iteration 3Q: 3 clusters Score -2.044543e+07 nChanged 10600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110079 members 
Mstep: Class 2 contains 74249 members 
Entering Unmasked Estep 
Score: -20450630.000000 Penalty: 6013.737793
	Iteration 4F: 3 clusters Score -2.045063e+07 nChanged 12065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118210 members 
Mstep: Class 2 contains 66118 members 
Entering Unmasked Estep 
Score: -20456916.000000 Penalty: 6013.737793
	Iteration 5F: 3 clusters Score -2.045692e+07 nChanged 12484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127336 members 
Mstep: Class 2 contains 56992 members 
Entering Unmasked Estep 
Score: -20463454.000000 Penalty: 6013.737793
	Iteration 6F: 3 clusters Score -2.046345e+07 nChanged 11571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136645 members 
Mstep: Class 2 contains 47683 members 
Entering Unmasked Estep 
Score: -20469652.000000 Penalty: 6013.737793
	Iteration 7F: 3 clusters Score -2.046965e+07 nChanged 10411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145982 members 
Mstep: Class 2 contains 38346 members 
Entering Unmasked Estep 
Score: -20475436.000000 Penalty: 6013.737793
	Iteration 8F: 3 clusters Score -2.047544e+07 nChanged 9272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155038 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -20481720.000000 Penalty: 6013.737793
	Iteration 9F: 3 clusters Score -2.048172e+07 nChanged 8863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163883 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -20487210.000000 Penalty: 6013.737793
	Iteration 10Q: 3 clusters Score -2.048721e+07 nChanged 7918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171795 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -20492222.000000 Penalty: 6013.737793
	Iteration 11Q: 3 clusters Score -2.049222e+07 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177517 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -20495824.000000 Penalty: 6013.737793
	Iteration 12Q: 3 clusters Score -2.049582e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180912 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -20498302.000000 Penalty: 6013.737793
	Iteration 13Q: 3 clusters Score -2.04983e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182582 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -20499298.000000 Penalty: 6013.737793
	Iteration 14Q: 3 clusters Score -2.04993e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183271 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -20499748.000000 Penalty: 6013.737793
	Iteration 15Q: 3 clusters Score -2.049975e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183561 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -20499848.000000 Penalty: 6013.737793
	Iteration 16Q: 3 clusters Score -2.049985e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183696 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -20499956.000000 Penalty: 6013.737793
	Iteration 17Q: 3 clusters Score -2.049996e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183757 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -20500044.000000 Penalty: 6013.737793
	Iteration 18Q: 3 clusters Score -2.050004e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183798 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -20500130.000000 Penalty: 6013.737793
	Iteration 19Q: 3 clusters Score -2.050013e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183818 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -20500158.000000 Penalty: 6013.737793
	Iteration 20F: 3 clusters Score -2.050016e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183828 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -20500180.000000 Penalty: 6013.737793
	Iteration 21Q: 3 clusters Score -2.050018e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183845 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -20500182.000000 Penalty: 6013.737793
	Iteration 22Q: 3 clusters Score -2.050018e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183854 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -20500174.000000 Penalty: 6013.737793
	Iteration 23Q: 3 clusters Score -2.050017e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183860 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -20500164.000000 Penalty: 6013.737793
	Iteration 24Q: 3 clusters Score -2.050016e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183867 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -20500198.000000 Penalty: 6013.737793
	Iteration 25Q: 3 clusters Score -2.05002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183872 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -20500192.000000 Penalty: 6013.737793
	Iteration 26Q: 3 clusters Score -2.050019e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183877 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -20500214.000000 Penalty: 6013.737793
	Iteration 27Q: 3 clusters Score -2.050021e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183879 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -20500210.000000 Penalty: 6013.737793
	Iteration 28Q: 3 clusters Score -2.050021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183884 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -20500222.000000 Penalty: 6013.737793
	Iteration 29Q: 3 clusters Score -2.050022e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183889 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -20500212.000000 Penalty: 6013.737793
	Iteration 30Q: 3 clusters Score -2.050021e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183889 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -20500210.000000 Penalty: 6013.737793
	Iteration 31Q: 3 clusters Score -2.050021e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183889 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -20500216.000000 Penalty: 6013.737793
	Iteration 32Q: 3 clusters Score -2.050022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183891 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -20500202.000000 Penalty: 6013.737793
	Iteration 33Q: 3 clusters Score -2.05002e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183889 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -20500198.000000 Penalty: 6013.737793
	Iteration 34Q: 3 clusters Score -2.05002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183890 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -20500194.000000 Penalty: 6013.737793
	Iteration 35Q: 3 clusters Score -2.050019e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183891 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -20500204.000000 Penalty: 6013.737793
	Iteration 36Q: 3 clusters Score -2.05002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183890 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -20500190.000000 Penalty: 6013.737793
	Iteration 37Q: 3 clusters Score -2.050019e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183890 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -20500190.000000 Penalty: 6013.737793
	Iteration 38F: 3 clusters Score -2.050019e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (30675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30675 members 
Entering Unmasked Estep 
Score: -3349019.750000 Penalty: 2562.138428
	Iteration 0F: 2 clusters Score -3349020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -3327993.250000 Penalty: 5124.276855
	Iteration 0F: 3 clusters Score -3327993 nChanged 13849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -3335546.000000 Penalty: 5124.276855
	Iteration 1F: 3 clusters Score -3335546 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -3336116.000000 Penalty: 5124.276855
	Iteration 2F: 3 clusters Score -3336116 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -3336675.750000 Penalty: 5124.276855
	Iteration 3Q: 3 clusters Score -3336676 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -3337308.500000 Penalty: 5124.276855
	Iteration 4Q: 3 clusters Score -3337308 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -3338094.000000 Penalty: 5124.276855
	Iteration 5F: 3 clusters Score -3338094 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -3339080.750000 Penalty: 5124.276855
	Iteration 6F: 3 clusters Score -3339081 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -3340195.250000 Penalty: 5124.276855
	Iteration 7F: 3 clusters Score -3340195 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -3341330.250000 Penalty: 5124.276855
	Iteration 8F: 3 clusters Score -3341330 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -3342563.000000 Penalty: 5124.276855
	Iteration 9Q: 3 clusters Score -3342563 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -3343742.500000 Penalty: 5124.276855
	Iteration 10Q: 3 clusters Score -3343742 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -3344937.000000 Penalty: 5124.276855
	Iteration 11Q: 3 clusters Score -3344937 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -3345762.000000 Penalty: 5124.276855
	Iteration 12Q: 3 clusters Score -3345762 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -3346280.750000 Penalty: 5124.276855
	Iteration 13Q: 3 clusters Score -3346281 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -3346591.000000 Penalty: 5124.276855
	Iteration 14Q: 3 clusters Score -3346591 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -3346789.750000 Penalty: 5124.276855
	Iteration 15Q: 3 clusters Score -3346790 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -3346930.000000 Penalty: 5124.276855
	Iteration 16Q: 3 clusters Score -3346930 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -3347043.750000 Penalty: 5124.276855
	Iteration 17Q: 3 clusters Score -3347044 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -3347167.000000 Penalty: 5124.276855
	Iteration 18Q: 3 clusters Score -3347167 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -3347278.000000 Penalty: 5124.276855
	Iteration 19Q: 3 clusters Score -3347278 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -3347389.500000 Penalty: 5124.276855
	Iteration 20F: 3 clusters Score -3347390 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -3347497.750000 Penalty: 5124.276855
	Iteration 21Q: 3 clusters Score -3347498 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -3347617.750000 Penalty: 5124.276855
	Iteration 22Q: 3 clusters Score -3347618 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -3347701.500000 Penalty: 5124.276855
	Iteration 23Q: 3 clusters Score -3347702 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -3347793.250000 Penalty: 5124.276855
	Iteration 24Q: 3 clusters Score -3347793 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -3347916.250000 Penalty: 5124.276855
	Iteration 25Q: 3 clusters Score -3347916 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -3348027.000000 Penalty: 5124.276855
	Iteration 26Q: 3 clusters Score -3348027 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -3348133.250000 Penalty: 5124.276855
	Iteration 27Q: 3 clusters Score -3348133 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -3348270.500000 Penalty: 5124.276855
	Iteration 28Q: 3 clusters Score -3348270 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -3348393.750000 Penalty: 5124.276855
	Iteration 29Q: 3 clusters Score -3348394 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -3348534.500000 Penalty: 5124.276855
	Iteration 30Q: 3 clusters Score -3348534 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -3348731.500000 Penalty: 5124.276855
	Iteration 31Q: 3 clusters Score -3348732 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -3348924.750000 Penalty: 5124.276855
	Iteration 32Q: 3 clusters Score -3348925 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -3349209.750000 Penalty: 5124.276855
	Iteration 33Q: 3 clusters Score -3349210 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -3349443.250000 Penalty: 5124.276855
	Iteration 34Q: 3 clusters Score -3349443 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -3349699.000000 Penalty: 5124.276855
	Iteration 35Q: 3 clusters Score -3349699 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -3349919.500000 Penalty: 5124.276855
	Iteration 36Q: 3 clusters Score -3349920 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -3350049.500000 Penalty: 5124.276855
	Iteration 37Q: 3 clusters Score -3350050 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -3350173.000000 Penalty: 5124.276855
	Iteration 38Q: 3 clusters Score -3350173 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -3350268.500000 Penalty: 5124.276855
	Iteration 39Q: 3 clusters Score -3350268 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -3350392.750000 Penalty: 5124.276855
	Iteration 40F: 3 clusters Score -3350393 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -3350484.500000 Penalty: 5124.276855
	Iteration 41Q: 3 clusters Score -3350484 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -3350574.750000 Penalty: 5124.276855
	Iteration 42Q: 3 clusters Score -3350575 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -3350625.500000 Penalty: 5124.276855
	Iteration 43Q: 3 clusters Score -3350626 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -3350696.500000 Penalty: 5124.276855
	Iteration 44Q: 3 clusters Score -3350696 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -3350741.000000 Penalty: 5124.276855
	Iteration 45Q: 3 clusters Score -3350741 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -3350767.750000 Penalty: 5124.276855
	Iteration 46Q: 3 clusters Score -3350768 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -3350789.000000 Penalty: 5124.276855
	Iteration 47Q: 3 clusters Score -3350789 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -3350827.750000 Penalty: 5124.276855
	Iteration 48Q: 3 clusters Score -3350828 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -3350843.250000 Penalty: 5124.276855
	Iteration 49Q: 3 clusters Score -3350843 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -3350863.500000 Penalty: 5124.276855
	Iteration 50Q: 3 clusters Score -3350864 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -3350901.000000 Penalty: 5124.276855
	Iteration 51Q: 3 clusters Score -3350901 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -3350911.750000 Penalty: 5124.276855
	Iteration 52Q: 3 clusters Score -3350912 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -3350937.250000 Penalty: 5124.276855
	Iteration 53Q: 3 clusters Score -3350937 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -3350952.500000 Penalty: 5124.276855
	Iteration 54Q: 3 clusters Score -3350952 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -3350979.500000 Penalty: 5124.276855
	Iteration 55Q: 3 clusters Score -3350980 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -3350982.250000 Penalty: 5124.276855
	Iteration 56Q: 3 clusters Score -3350982 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -3351003.750000 Penalty: 5124.276855
	Iteration 57Q: 3 clusters Score -3351004 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -3351026.000000 Penalty: 5124.276855
	Iteration 58Q: 3 clusters Score -3351026 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -3351034.000000 Penalty: 5124.276855
	Iteration 59Q: 3 clusters Score -3351034 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -3351046.500000 Penalty: 5124.276855
	Iteration 60F: 3 clusters Score -3351046 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -3351051.750000 Penalty: 5124.276855
	Iteration 61Q: 3 clusters Score -3351052 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -3351056.750000 Penalty: 5124.276855
	Iteration 62Q: 3 clusters Score -3351057 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -3351052.000000 Penalty: 5124.276855
	Iteration 63Q: 3 clusters Score -3351052 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -3351059.500000 Penalty: 5124.276855
	Iteration 64Q: 3 clusters Score -3351060 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -3351063.000000 Penalty: 5124.276855
	Iteration 65Q: 3 clusters Score -3351063 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -3351068.000000 Penalty: 5124.276855
	Iteration 66Q: 3 clusters Score -3351068 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -3351075.750000 Penalty: 5124.276855
	Iteration 67Q: 3 clusters Score -3351076 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -3351077.750000 Penalty: 5124.276855
	Iteration 68Q: 3 clusters Score -3351078 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -3351097.500000 Penalty: 5124.276855
	Iteration 69Q: 3 clusters Score -3351098 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -3351091.500000 Penalty: 5124.276855
	Iteration 70Q: 3 clusters Score -3351092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -3351103.000000 Penalty: 5124.276855
	Iteration 71Q: 3 clusters Score -3351103 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -3351096.000000 Penalty: 5124.276855
	Iteration 72Q: 3 clusters Score -3351096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -3351104.000000 Penalty: 5124.276855
	Iteration 73Q: 3 clusters Score -3351104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -3351105.500000 Penalty: 5124.276855
	Iteration 74Q: 3 clusters Score -3351106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -3351104.250000 Penalty: 5124.276855
	Iteration 75Q: 3 clusters Score -3351104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -3351109.750000 Penalty: 5124.276855
	Iteration 76Q: 3 clusters Score -3351110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -3351107.500000 Penalty: 5124.276855
	Iteration 77Q: 3 clusters Score -3351108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -3351109.250000 Penalty: 5124.276855
	Iteration 78Q: 3 clusters Score -3351109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -3351109.750000 Penalty: 5124.276855
	Iteration 79Q: 3 clusters Score -3351110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -3351111.250000 Penalty: 5124.276855
	Iteration 80F: 3 clusters Score -3351111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -3351110.750000 Penalty: 5124.276855
	Iteration 81Q: 3 clusters Score -3351111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -3351107.250000 Penalty: 5124.276855
	Iteration 82Q: 3 clusters Score -3351107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -3351104.500000 Penalty: 5124.276855
	Iteration 83Q: 3 clusters Score -3351104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -3351102.750000 Penalty: 5124.276855
	Iteration 84Q: 3 clusters Score -3351103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -3351104.750000 Penalty: 5124.276855
	Iteration 85Q: 3 clusters Score -3351105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -3351107.250000 Penalty: 5124.276855
	Iteration 86Q: 3 clusters Score -3351107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -3351107.500000 Penalty: 5124.276855
	Iteration 87Q: 3 clusters Score -3351108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -3351105.750000 Penalty: 5124.276855
	Iteration 88Q: 3 clusters Score -3351106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -3351105.000000 Penalty: 5124.276855
	Iteration 89Q: 3 clusters Score -3351105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -3351111.500000 Penalty: 5124.276855
	Iteration 90Q: 3 clusters Score -3351112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -3351110.000000 Penalty: 5124.276855
	Iteration 91Q: 3 clusters Score -3351110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -3351115.750000 Penalty: 5124.276855
	Iteration 92Q: 3 clusters Score -3351116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -3351116.750000 Penalty: 5124.276855
	Iteration 93Q: 3 clusters Score -3351117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -3351123.250000 Penalty: 5124.276855
	Iteration 94Q: 3 clusters Score -3351123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -3351120.250000 Penalty: 5124.276855
	Iteration 95Q: 3 clusters Score -3351120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -3351115.000000 Penalty: 5124.276855
	Iteration 96Q: 3 clusters Score -3351115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -3351116.250000 Penalty: 5124.276855
	Iteration 97Q: 3 clusters Score -3351116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -3351121.250000 Penalty: 5124.276855
	Iteration 98Q: 3 clusters Score -3351121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -3351121.500000 Penalty: 5124.276855
	Iteration 99Q: 3 clusters Score -3351122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -3351121.500000 Penalty: 5124.276855
	Iteration 100F: 3 clusters Score -3351122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 142554 members 
Mstep: Class 2 contains 965 members 
Mstep: Class 3 contains 14656 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 15713 members 
Mstep: Class 6 contains 73663 members 
Mstep: Class 7 contains 9000 members 
Mstep: Class 8 contains 1019 members 
Mstep: Class 9 contains 184328 members 
Mstep: Class 10 contains 13200 members 
Mstep: Class 11 contains 50913 members 
Mstep: Class 12 contains 4646 members 
Mstep: Class 13 contains 8078 members 
Mstep: Class 14 contains 71404 members 
Mstep: Class 15 contains 13156 members 
Mstep: Class 16 contains 36161 members 
Mstep: Class 17 contains 28607 members 
Mstep: Class 18 contains 104076 members 
Mstep: Class 19 contains 1166 members 
Mstep: Class 20 contains 15858 members 
Mstep: Class 21 contains 36440 members 
Mstep: Class 22 contains 2874 members 
Mstep: Class 23 contains 3174 members 
Mstep: Class 24 contains 32335 members 
Mstep: Class 25 contains 10662 members 
Mstep: Class 26 contains 8615 members 
Mstep: Class 27 contains 2131 members 
Mstep: Class 28 contains 22877 members 
Mstep: Class 29 contains 29807 members 
Mstep: Class 30 contains 21013 members 
Mstep: Class 31 contains 13833 members 
Mstep: Class 32 contains 12509 members 
Mstep: Class 33 contains 56722 members 
Mstep: Class 34 contains 27568 members 
Mstep: Class 35 contains 14588 members 
Mstep: Class 36 contains 1128 members 
Mstep: Class 37 contains 17475 members 
Entering Unmasked Estep 
Score: -115080624.000000 Penalty: 127682.367188
Splitting cluster 10 changes total score from -115070296.000000 to -115080624.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 11 (50913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50913 members 
Entering Unmasked Estep 
Score: -5346899.500000 Penalty: 2687.792725
	Iteration 0F: 2 clusters Score -5346900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -5312460.000000 Penalty: 5375.585449
	Iteration 0F: 3 clusters Score -5312460 nChanged 23555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -5325340.000000 Penalty: 5375.585449
	Iteration 1F: 3 clusters Score -5325340 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -5325945.000000 Penalty: 5375.585449
	Iteration 2Q: 3 clusters Score -5325945 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -5326629.000000 Penalty: 5375.585449
	Iteration 3Q: 3 clusters Score -5326629 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -5327374.500000 Penalty: 5375.585449
	Iteration 4Q: 3 clusters Score -5327374 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -5328240.000000 Penalty: 5375.585449
	Iteration 5Q: 3 clusters Score -5328240 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 30832 members 
Entering Unmasked Estep 
Score: -5329469.500000 Penalty: 5375.585449
	Iteration 6Q: 3 clusters Score -5329470 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 33123 members 
Entering Unmasked Estep 
Score: -5331125.000000 Penalty: 5375.585449
	Iteration 7F: 3 clusters Score -5331125 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 35958 members 
Entering Unmasked Estep 
Score: -5333416.000000 Penalty: 5375.585449
	Iteration 8F: 3 clusters Score -5333416 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 39069 members 
Entering Unmasked Estep 
Score: -5336088.000000 Penalty: 5375.585449
	Iteration 9F: 3 clusters Score -5336088 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 41942 members 
Entering Unmasked Estep 
Score: -5338693.000000 Penalty: 5375.585449
	Iteration 10F: 3 clusters Score -5338693 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 44196 members 
Entering Unmasked Estep 
Score: -5340818.500000 Penalty: 5375.585449
	Iteration 11Q: 3 clusters Score -5340818 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 45784 members 
Entering Unmasked Estep 
Score: -5342254.500000 Penalty: 5375.585449
	Iteration 12Q: 3 clusters Score -5342254 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 46869 members 
Entering Unmasked Estep 
Score: -5343180.500000 Penalty: 5375.585449
	Iteration 13Q: 3 clusters Score -5343180 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 47619 members 
Entering Unmasked Estep 
Score: -5343721.000000 Penalty: 5375.585449
	Iteration 14Q: 3 clusters Score -5343721 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 48117 members 
Entering Unmasked Estep 
Score: -5344062.000000 Penalty: 5375.585449
	Iteration 15Q: 3 clusters Score -5344062 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 48495 members 
Entering Unmasked Estep 
Score: -5344316.500000 Penalty: 5375.585449
	Iteration 16Q: 3 clusters Score -5344316 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 48759 members 
Entering Unmasked Estep 
Score: -5344463.500000 Penalty: 5375.585449
	Iteration 17Q: 3 clusters Score -5344464 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 48931 members 
Entering Unmasked Estep 
Score: -5344544.500000 Penalty: 5375.585449
	Iteration 18Q: 3 clusters Score -5344544 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 49059 members 
Entering Unmasked Estep 
Score: -5344594.500000 Penalty: 5375.585449
	Iteration 19Q: 3 clusters Score -5344594 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 49161 members 
Entering Unmasked Estep 
Score: -5344646.000000 Penalty: 5375.585449
	Iteration 20F: 3 clusters Score -5344646 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 49249 members 
Entering Unmasked Estep 
Score: -5344676.500000 Penalty: 5375.585449
	Iteration 21Q: 3 clusters Score -5344676 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 49318 members 
Entering Unmasked Estep 
Score: -5344701.000000 Penalty: 5375.585449
	Iteration 22Q: 3 clusters Score -5344701 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 49375 members 
Entering Unmasked Estep 
Score: -5344741.500000 Penalty: 5375.585449
	Iteration 23Q: 3 clusters Score -5344742 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 49422 members 
Entering Unmasked Estep 
Score: -5344764.500000 Penalty: 5375.585449
	Iteration 24Q: 3 clusters Score -5344764 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 49461 members 
Entering Unmasked Estep 
Score: -5344755.500000 Penalty: 5375.585449
	Iteration 25Q: 3 clusters Score -5344756 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 49491 members 
Entering Unmasked Estep 
Score: -5344752.000000 Penalty: 5375.585449
	Iteration 26Q: 3 clusters Score -5344752 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 49514 members 
Entering Unmasked Estep 
Score: -5344774.000000 Penalty: 5375.585449
	Iteration 27Q: 3 clusters Score -5344774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 49535 members 
Entering Unmasked Estep 
Score: -5344789.000000 Penalty: 5375.585449
	Iteration 28Q: 3 clusters Score -5344789 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 49550 members 
Entering Unmasked Estep 
Score: -5344797.000000 Penalty: 5375.585449
	Iteration 29Q: 3 clusters Score -5344797 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 49565 members 
Entering Unmasked Estep 
Score: -5344807.500000 Penalty: 5375.585449
	Iteration 30Q: 3 clusters Score -5344808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 49573 members 
Entering Unmasked Estep 
Score: -5344803.500000 Penalty: 5375.585449
	Iteration 31Q: 3 clusters Score -5344804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 49580 members 
Entering Unmasked Estep 
Score: -5344817.000000 Penalty: 5375.585449
	Iteration 32Q: 3 clusters Score -5344817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 49582 members 
Entering Unmasked Estep 
Score: -5344814.500000 Penalty: 5375.585449
	Iteration 33Q: 3 clusters Score -5344814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 49583 members 
Entering Unmasked Estep 
Score: -5344815.000000 Penalty: 5375.585449
	Iteration 34Q: 3 clusters Score -5344815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 49584 members 
Entering Unmasked Estep 
Score: -5344816.500000 Penalty: 5375.585449
	Iteration 35Q: 3 clusters Score -5344816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 49584 members 
Entering Unmasked Estep 
Score: -5344816.500000 Penalty: 5375.585449
	Iteration 36F: 3 clusters Score -5344816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Entering Unmasked Estep 
Score: -507593.312500 Penalty: 2094.052979
	Iteration 0F: 2 clusters Score -507593.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -503332.656250 Penalty: 4188.105957
	Iteration 0F: 3 clusters Score -503332.7 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -504341.218750 Penalty: 4188.105957
	Iteration 1F: 3 clusters Score -504341.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -504572.531250 Penalty: 4188.105957
	Iteration 2F: 3 clusters Score -504572.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -504723.812500 Penalty: 4188.105957
	Iteration 3F: 3 clusters Score -504723.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -504828.343750 Penalty: 4188.105957
	Iteration 4Q: 3 clusters Score -504828.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -504923.187500 Penalty: 4188.105957
	Iteration 5Q: 3 clusters Score -504923.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -505006.281250 Penalty: 4188.105957
	Iteration 6Q: 3 clusters Score -505006.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -505084.687500 Penalty: 4188.105957
	Iteration 7Q: 3 clusters Score -505084.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -505148.625000 Penalty: 4188.105957
	Iteration 8Q: 3 clusters Score -505148.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -505221.593750 Penalty: 4188.105957
	Iteration 9Q: 3 clusters Score -505221.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -505302.968750 Penalty: 4188.105957
	Iteration 10Q: 3 clusters Score -505303 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -505382.906250 Penalty: 4188.105957
	Iteration 11Q: 3 clusters Score -505382.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -505470.562500 Penalty: 4188.105957
	Iteration 12Q: 3 clusters Score -505470.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -505564.625000 Penalty: 4188.105957
	Iteration 13Q: 3 clusters Score -505564.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -505640.531250 Penalty: 4188.105957
	Iteration 14Q: 3 clusters Score -505640.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -505699.812500 Penalty: 4188.105957
	Iteration 15Q: 3 clusters Score -505699.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -505743.625000 Penalty: 4188.105957
	Iteration 16Q: 3 clusters Score -505743.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -505771.250000 Penalty: 4188.105957
	Iteration 17Q: 3 clusters Score -505771.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -505798.875000 Penalty: 4188.105957
	Iteration 18Q: 3 clusters Score -505798.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -505818.531250 Penalty: 4188.105957
	Iteration 19Q: 3 clusters Score -505818.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -505831.468750 Penalty: 4188.105957
	Iteration 20F: 3 clusters Score -505831.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -505843.531250 Penalty: 4188.105957
	Iteration 21Q: 3 clusters Score -505843.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -505851.687500 Penalty: 4188.105957
	Iteration 22Q: 3 clusters Score -505851.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -505858.687500 Penalty: 4188.105957
	Iteration 23Q: 3 clusters Score -505858.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -505865.218750 Penalty: 4188.105957
	Iteration 24Q: 3 clusters Score -505865.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -505871.093750 Penalty: 4188.105957
	Iteration 25Q: 3 clusters Score -505871.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -505877.687500 Penalty: 4188.105957
	Iteration 26Q: 3 clusters Score -505877.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -505883.812500 Penalty: 4188.105957
	Iteration 27Q: 3 clusters Score -505883.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -505887.281250 Penalty: 4188.105957
	Iteration 28Q: 3 clusters Score -505887.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -505891.000000 Penalty: 4188.105957
	Iteration 29Q: 3 clusters Score -505891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -505891.562500 Penalty: 4188.105957
	Iteration 30Q: 3 clusters Score -505891.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -505893.031250 Penalty: 4188.105957
	Iteration 31Q: 3 clusters Score -505893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -505893.750000 Penalty: 4188.105957
	Iteration 32Q: 3 clusters Score -505893.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -505892.937500 Penalty: 4188.105957
	Iteration 33Q: 3 clusters Score -505892.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -505893.812500 Penalty: 4188.105957
	Iteration 34Q: 3 clusters Score -505893.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -505893.625000 Penalty: 4188.105957
	Iteration 35Q: 3 clusters Score -505893.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -505895.062500 Penalty: 4188.105957
	Iteration 36Q: 3 clusters Score -505895.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -505895.437500 Penalty: 4188.105957
	Iteration 37Q: 3 clusters Score -505895.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -505895.125000 Penalty: 4188.105957
	Iteration 38Q: 3 clusters Score -505895.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -505895.656250 Penalty: 4188.105957
	Iteration 39Q: 3 clusters Score -505895.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -505895.656250 Penalty: 4188.105957
	Iteration 40F: 3 clusters Score -505895.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Entering Unmasked Estep 
Score: -854245.875000 Penalty: 2231.231201
	Iteration 0F: 2 clusters Score -854245.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -847904.375000 Penalty: 4462.462402
	Iteration 0F: 3 clusters Score -847904.4 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -850215.750000 Penalty: 4462.462402
	Iteration 1F: 3 clusters Score -850215.8 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -850980.125000 Penalty: 4462.462402
	Iteration 2F: 3 clusters Score -850980.1 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -851520.187500 Penalty: 4462.462402
	Iteration 3F: 3 clusters Score -851520.2 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -852210.812500 Penalty: 4462.462402
	Iteration 4F: 3 clusters Score -852210.8 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -853358.625000 Penalty: 4462.462402
	Iteration 5F: 3 clusters Score -853358.6 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -854286.000000 Penalty: 4462.462402
	Iteration 6F: 3 clusters Score -854286 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -854943.750000 Penalty: 4462.462402
	Iteration 7F: 3 clusters Score -854943.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -855303.250000 Penalty: 4462.462402
	Iteration 8F: 3 clusters Score -855303.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -855525.000000 Penalty: 4462.462402
	Iteration 9Q: 3 clusters Score -855525 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -855695.625000 Penalty: 4462.462402
	Iteration 10Q: 3 clusters Score -855695.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -855848.187500 Penalty: 4462.462402
	Iteration 11Q: 3 clusters Score -855848.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -855995.875000 Penalty: 4462.462402
	Iteration 12Q: 3 clusters Score -855995.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -856191.500000 Penalty: 4462.462402
	Iteration 13Q: 3 clusters Score -856191.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -856401.437500 Penalty: 4462.462402
	Iteration 14Q: 3 clusters Score -856401.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -856522.750000 Penalty: 4462.462402
	Iteration 15Q: 3 clusters Score -856522.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -856559.437500 Penalty: 4462.462402
	Iteration 16Q: 3 clusters Score -856559.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -856587.812500 Penalty: 4462.462402
	Iteration 17Q: 3 clusters Score -856587.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -856600.437500 Penalty: 4462.462402
	Iteration 18Q: 3 clusters Score -856600.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -856600.687500 Penalty: 4462.462402
	Iteration 19Q: 3 clusters Score -856600.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -856603.000000 Penalty: 4462.462402
	Iteration 20F: 3 clusters Score -856603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -856601.937500 Penalty: 4462.462402
	Iteration 21Q: 3 clusters Score -856601.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -856604.000000 Penalty: 4462.462402
	Iteration 22Q: 3 clusters Score -856604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -856604.000000 Penalty: 4462.462402
	Iteration 23F: 3 clusters Score -856604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 142554 members 
Mstep: Class 2 contains 965 members 
Mstep: Class 3 contains 14656 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 15713 members 
Mstep: Class 6 contains 73663 members 
Mstep: Class 7 contains 9000 members 
Mstep: Class 8 contains 1019 members 
Mstep: Class 9 contains 184328 members 
Mstep: Class 10 contains 13200 members 
Mstep: Class 11 contains 50913 members 
Mstep: Class 12 contains 4646 members 
Mstep: Class 13 contains 6570 members 
Mstep: Class 14 contains 71404 members 
Mstep: Class 15 contains 13156 members 
Mstep: Class 16 contains 36161 members 
Mstep: Class 17 contains 28607 members 
Mstep: Class 18 contains 104076 members 
Mstep: Class 19 contains 1166 members 
Mstep: Class 20 contains 15858 members 
Mstep: Class 21 contains 36440 members 
Mstep: Class 22 contains 2874 members 
Mstep: Class 23 contains 3174 members 
Mstep: Class 24 contains 32335 members 
Mstep: Class 25 contains 10662 members 
Mstep: Class 26 contains 8615 members 
Mstep: Class 27 contains 2131 members 
Mstep: Class 28 contains 22877 members 
Mstep: Class 29 contains 29807 members 
Mstep: Class 30 contains 21013 members 
Mstep: Class 31 contains 13833 members 
Mstep: Class 32 contains 12509 members 
Mstep: Class 33 contains 56722 members 
Mstep: Class 34 contains 27568 members 
Mstep: Class 35 contains 14588 members 
Mstep: Class 36 contains 1128 members 
Mstep: Class 37 contains 17475 members 
Mstep: Class 38 contains 1508 members 
Entering Unmasked Estep 
Score: -115081736.000000 Penalty: 131133.250000
Splitting cluster 13 changes total score from -115070296.000000 to -115081736.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 14 (71404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71404 members 
Entering Unmasked Estep 
Score: -7255816.500000 Penalty: 2771.675049
	Iteration 0F: 2 clusters Score -7255816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 35581 members 
Entering Unmasked Estep 
Score: -7208052.500000 Penalty: 5543.350098
	Iteration 0F: 3 clusters Score -7208052 nChanged 33417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37338 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -7226902.500000 Penalty: 5543.350098
	Iteration 1F: 3 clusters Score -7226902 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38187 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -7228048.000000 Penalty: 5543.350098
	Iteration 2Q: 3 clusters Score -7228048 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 31956 members 
Entering Unmasked Estep 
Score: -7229610.500000 Penalty: 5543.350098
	Iteration 3Q: 3 clusters Score -7229610 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41375 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -7231784.500000 Penalty: 5543.350098
	Iteration 4F: 3 clusters Score -7231784 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44040 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -7234334.500000 Penalty: 5543.350098
	Iteration 5F: 3 clusters Score -7234334 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47395 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -7237579.500000 Penalty: 5543.350098
	Iteration 6F: 3 clusters Score -7237580 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51049 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -7241101.000000 Penalty: 5543.350098
	Iteration 7F: 3 clusters Score -7241101 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54643 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -7244410.500000 Penalty: 5543.350098
	Iteration 8F: 3 clusters Score -7244410 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57819 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -7247238.500000 Penalty: 5543.350098
	Iteration 9F: 3 clusters Score -7247238 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60309 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -7249307.500000 Penalty: 5543.350098
	Iteration 10Q: 3 clusters Score -7249308 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62183 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -7250670.500000 Penalty: 5543.350098
	Iteration 11Q: 3 clusters Score -7250670 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63628 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -7251665.000000 Penalty: 5543.350098
	Iteration 12Q: 3 clusters Score -7251665 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64726 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -7252360.500000 Penalty: 5543.350098
	Iteration 13Q: 3 clusters Score -7252360 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65546 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -7252900.500000 Penalty: 5543.350098
	Iteration 14Q: 3 clusters Score -7252900 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66175 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -7253281.500000 Penalty: 5543.350098
	Iteration 15Q: 3 clusters Score -7253282 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66636 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -7253497.500000 Penalty: 5543.350098
	Iteration 16Q: 3 clusters Score -7253498 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67003 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -7253705.500000 Penalty: 5543.350098
	Iteration 17Q: 3 clusters Score -7253706 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67293 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -7253834.500000 Penalty: 5543.350098
	Iteration 18Q: 3 clusters Score -7253834 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67503 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -7253916.500000 Penalty: 5543.350098
	Iteration 19Q: 3 clusters Score -7253916 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67685 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -7253926.500000 Penalty: 5543.350098
	Iteration 20F: 3 clusters Score -7253926 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67815 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -7254010.000000 Penalty: 5543.350098
	Iteration 21Q: 3 clusters Score -7254010 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67934 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -7254043.000000 Penalty: 5543.350098
	Iteration 22Q: 3 clusters Score -7254043 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68051 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -7254068.500000 Penalty: 5543.350098
	Iteration 23Q: 3 clusters Score -7254068 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68145 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -7254080.500000 Penalty: 5543.350098
	Iteration 24Q: 3 clusters Score -7254080 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68214 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -7254117.000000 Penalty: 5543.350098
	Iteration 25Q: 3 clusters Score -7254117 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68275 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -7254150.500000 Penalty: 5543.350098
	Iteration 26Q: 3 clusters Score -7254150 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68321 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -7254146.500000 Penalty: 5543.350098
	Iteration 27Q: 3 clusters Score -7254146 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68369 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -7254169.000000 Penalty: 5543.350098
	Iteration 28Q: 3 clusters Score -7254169 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68428 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -7254190.500000 Penalty: 5543.350098
	Iteration 29Q: 3 clusters Score -7254190 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68479 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -7254203.500000 Penalty: 5543.350098
	Iteration 30Q: 3 clusters Score -7254204 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68522 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -7254207.500000 Penalty: 5543.350098
	Iteration 31Q: 3 clusters Score -7254208 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68564 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -7254222.500000 Penalty: 5543.350098
	Iteration 32Q: 3 clusters Score -7254222 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68598 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -7254243.000000 Penalty: 5543.350098
	Iteration 33Q: 3 clusters Score -7254243 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68621 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -7254257.000000 Penalty: 5543.350098
	Iteration 34Q: 3 clusters Score -7254257 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68638 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -7254257.000000 Penalty: 5543.350098
	Iteration 35Q: 3 clusters Score -7254257 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68650 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -7254287.000000 Penalty: 5543.350098
	Iteration 36Q: 3 clusters Score -7254287 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68665 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -7254271.500000 Penalty: 5543.350098
	Iteration 37Q: 3 clusters Score -7254272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68678 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -7254274.500000 Penalty: 5543.350098
	Iteration 38Q: 3 clusters Score -7254274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68692 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -7254272.500000 Penalty: 5543.350098
	Iteration 39Q: 3 clusters Score -7254272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68711 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -7254283.000000 Penalty: 5543.350098
	Iteration 40F: 3 clusters Score -7254283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68723 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -7254284.000000 Penalty: 5543.350098
	Iteration 41Q: 3 clusters Score -7254284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68730 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -7254292.500000 Penalty: 5543.350098
	Iteration 42Q: 3 clusters Score -7254292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68736 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -7254293.500000 Penalty: 5543.350098
	Iteration 43Q: 3 clusters Score -7254294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68742 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -7254289.500000 Penalty: 5543.350098
	Iteration 44Q: 3 clusters Score -7254290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68750 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -7254283.000000 Penalty: 5543.350098
	Iteration 45Q: 3 clusters Score -7254283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68758 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -7254309.000000 Penalty: 5543.350098
	Iteration 46Q: 3 clusters Score -7254309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68765 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -7254300.500000 Penalty: 5543.350098
	Iteration 47Q: 3 clusters Score -7254300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68775 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -7254299.500000 Penalty: 5543.350098
	Iteration 48Q: 3 clusters Score -7254300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68781 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -7254291.000000 Penalty: 5543.350098
	Iteration 49Q: 3 clusters Score -7254291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68789 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -7254287.500000 Penalty: 5543.350098
	Iteration 50Q: 3 clusters Score -7254288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68798 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -7254300.500000 Penalty: 5543.350098
	Iteration 51Q: 3 clusters Score -7254300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68808 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -7254312.000000 Penalty: 5543.350098
	Iteration 52Q: 3 clusters Score -7254312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68815 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -7254306.500000 Penalty: 5543.350098
	Iteration 53Q: 3 clusters Score -7254306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68819 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -7254306.500000 Penalty: 5543.350098
	Iteration 54Q: 3 clusters Score -7254306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68823 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -7254317.000000 Penalty: 5543.350098
	Iteration 55Q: 3 clusters Score -7254317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68827 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -7254311.500000 Penalty: 5543.350098
	Iteration 56Q: 3 clusters Score -7254312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68832 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -7254296.000000 Penalty: 5543.350098
	Iteration 57Q: 3 clusters Score -7254296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68836 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -7254306.500000 Penalty: 5543.350098
	Iteration 58Q: 3 clusters Score -7254306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68840 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -7254307.500000 Penalty: 5543.350098
	Iteration 59Q: 3 clusters Score -7254308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68844 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -7254311.000000 Penalty: 5543.350098
	Iteration 60F: 3 clusters Score -7254311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68849 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -7254309.000000 Penalty: 5543.350098
	Iteration 61Q: 3 clusters Score -7254309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68850 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -7254309.500000 Penalty: 5543.350098
	Iteration 62Q: 3 clusters Score -7254310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68851 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -7254308.500000 Penalty: 5543.350098
	Iteration 63Q: 3 clusters Score -7254308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68854 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -7254305.000000 Penalty: 5543.350098
	Iteration 64Q: 3 clusters Score -7254305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68856 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -7254306.000000 Penalty: 5543.350098
	Iteration 65Q: 3 clusters Score -7254306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68857 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -7254307.000000 Penalty: 5543.350098
	Iteration 66Q: 3 clusters Score -7254307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68860 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -7254301.500000 Penalty: 5543.350098
	Iteration 67Q: 3 clusters Score -7254302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68862 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -7254300.000000 Penalty: 5543.350098
	Iteration 68Q: 3 clusters Score -7254300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68863 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -7254302.000000 Penalty: 5543.350098
	Iteration 69Q: 3 clusters Score -7254302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68863 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -7254302.000000 Penalty: 5543.350098
	Iteration 70F: 3 clusters Score -7254302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Entering Unmasked Estep 
Score: -1440648.250000 Penalty: 2352.189209
	Iteration 0F: 2 clusters Score -1440648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1431049.250000 Penalty: 4704.378418
	Iteration 0F: 3 clusters Score -1431049 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1434171.875000 Penalty: 4704.378418
	Iteration 1F: 3 clusters Score -1434172 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1434705.000000 Penalty: 4704.378418
	Iteration 2F: 3 clusters Score -1434705 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1435302.500000 Penalty: 4704.378418
	Iteration 3F: 3 clusters Score -1435302 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1436122.125000 Penalty: 4704.378418
	Iteration 4F: 3 clusters Score -1436122 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1437083.000000 Penalty: 4704.378418
	Iteration 5F: 3 clusters Score -1437083 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1437898.750000 Penalty: 4704.378418
	Iteration 6F: 3 clusters Score -1437899 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1438392.625000 Penalty: 4704.378418
	Iteration 7F: 3 clusters Score -1438393 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1438641.750000 Penalty: 4704.378418
	Iteration 8Q: 3 clusters Score -1438642 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1438769.250000 Penalty: 4704.378418
	Iteration 9Q: 3 clusters Score -1438769 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1438847.000000 Penalty: 4704.378418
	Iteration 10Q: 3 clusters Score -1438847 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1438888.375000 Penalty: 4704.378418
	Iteration 11Q: 3 clusters Score -1438888 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1438915.375000 Penalty: 4704.378418
	Iteration 12Q: 3 clusters Score -1438915 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1438929.000000 Penalty: 4704.378418
	Iteration 13Q: 3 clusters Score -1438929 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1438937.250000 Penalty: 4704.378418
	Iteration 14Q: 3 clusters Score -1438937 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1438945.375000 Penalty: 4704.378418
	Iteration 15Q: 3 clusters Score -1438945 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1438952.125000 Penalty: 4704.378418
	Iteration 16Q: 3 clusters Score -1438952 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1438960.125000 Penalty: 4704.378418
	Iteration 17Q: 3 clusters Score -1438960 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1438965.875000 Penalty: 4704.378418
	Iteration 18Q: 3 clusters Score -1438966 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1438975.000000 Penalty: 4704.378418
	Iteration 19Q: 3 clusters Score -1438975 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1438985.750000 Penalty: 4704.378418
	Iteration 20F: 3 clusters Score -1438986 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1438989.000000 Penalty: 4704.378418
	Iteration 21Q: 3 clusters Score -1438989 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1438991.750000 Penalty: 4704.378418
	Iteration 22Q: 3 clusters Score -1438992 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1438993.500000 Penalty: 4704.378418
	Iteration 23Q: 3 clusters Score -1438994 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1438997.500000 Penalty: 4704.378418
	Iteration 24Q: 3 clusters Score -1438998 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1439006.500000 Penalty: 4704.378418
	Iteration 25Q: 3 clusters Score -1439006 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1439013.750000 Penalty: 4704.378418
	Iteration 26Q: 3 clusters Score -1439014 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1439028.125000 Penalty: 4704.378418
	Iteration 27Q: 3 clusters Score -1439028 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1439027.375000 Penalty: 4704.378418
	Iteration 28Q: 3 clusters Score -1439027 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1439034.750000 Penalty: 4704.378418
	Iteration 29Q: 3 clusters Score -1439035 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1439047.625000 Penalty: 4704.378418
	Iteration 30Q: 3 clusters Score -1439048 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1439054.125000 Penalty: 4704.378418
	Iteration 31Q: 3 clusters Score -1439054 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1439060.250000 Penalty: 4704.378418
	Iteration 32Q: 3 clusters Score -1439060 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1439072.500000 Penalty: 4704.378418
	Iteration 33Q: 3 clusters Score -1439072 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1439081.125000 Penalty: 4704.378418
	Iteration 34Q: 3 clusters Score -1439081 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1439090.375000 Penalty: 4704.378418
	Iteration 35Q: 3 clusters Score -1439090 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1439100.250000 Penalty: 4704.378418
	Iteration 36Q: 3 clusters Score -1439100 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1439106.875000 Penalty: 4704.378418
	Iteration 37Q: 3 clusters Score -1439107 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1439117.500000 Penalty: 4704.378418
	Iteration 38Q: 3 clusters Score -1439118 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1439129.375000 Penalty: 4704.378418
	Iteration 39Q: 3 clusters Score -1439129 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1439144.750000 Penalty: 4704.378418
	Iteration 40F: 3 clusters Score -1439145 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1439155.625000 Penalty: 4704.378418
	Iteration 41Q: 3 clusters Score -1439156 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1439164.250000 Penalty: 4704.378418
	Iteration 42Q: 3 clusters Score -1439164 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1439179.000000 Penalty: 4704.378418
	Iteration 43Q: 3 clusters Score -1439179 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1439198.000000 Penalty: 4704.378418
	Iteration 44Q: 3 clusters Score -1439198 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1439201.500000 Penalty: 4704.378418
	Iteration 45Q: 3 clusters Score -1439202 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1439211.500000 Penalty: 4704.378418
	Iteration 46Q: 3 clusters Score -1439212 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1439219.375000 Penalty: 4704.378418
	Iteration 47Q: 3 clusters Score -1439219 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1439225.125000 Penalty: 4704.378418
	Iteration 48Q: 3 clusters Score -1439225 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1439233.500000 Penalty: 4704.378418
	Iteration 49Q: 3 clusters Score -1439234 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1439244.750000 Penalty: 4704.378418
	Iteration 50Q: 3 clusters Score -1439245 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1439257.000000 Penalty: 4704.378418
	Iteration 51Q: 3 clusters Score -1439257 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1439265.250000 Penalty: 4704.378418
	Iteration 52Q: 3 clusters Score -1439265 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1439275.500000 Penalty: 4704.378418
	Iteration 53Q: 3 clusters Score -1439276 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1439291.750000 Penalty: 4704.378418
	Iteration 54Q: 3 clusters Score -1439292 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1439302.500000 Penalty: 4704.378418
	Iteration 55Q: 3 clusters Score -1439302 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1439307.375000 Penalty: 4704.378418
	Iteration 56Q: 3 clusters Score -1439307 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1439311.625000 Penalty: 4704.378418
	Iteration 57Q: 3 clusters Score -1439312 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1439315.625000 Penalty: 4704.378418
	Iteration 58Q: 3 clusters Score -1439316 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1439323.875000 Penalty: 4704.378418
	Iteration 59Q: 3 clusters Score -1439324 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1439330.750000 Penalty: 4704.378418
	Iteration 60F: 3 clusters Score -1439331 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1439335.375000 Penalty: 4704.378418
	Iteration 61Q: 3 clusters Score -1439335 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1439336.500000 Penalty: 4704.378418
	Iteration 62Q: 3 clusters Score -1439336 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1439338.500000 Penalty: 4704.378418
	Iteration 63Q: 3 clusters Score -1439338 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1439343.750000 Penalty: 4704.378418
	Iteration 64Q: 3 clusters Score -1439344 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1439352.750000 Penalty: 4704.378418
	Iteration 65Q: 3 clusters Score -1439353 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1439355.000000 Penalty: 4704.378418
	Iteration 66Q: 3 clusters Score -1439355 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1439359.125000 Penalty: 4704.378418
	Iteration 67Q: 3 clusters Score -1439359 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1439356.250000 Penalty: 4704.378418
	Iteration 68Q: 3 clusters Score -1439356 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1439361.375000 Penalty: 4704.378418
	Iteration 69Q: 3 clusters Score -1439361 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1439364.250000 Penalty: 4704.378418
	Iteration 70Q: 3 clusters Score -1439364 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1439362.750000 Penalty: 4704.378418
	Iteration 71Q: 3 clusters Score -1439363 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1439370.875000 Penalty: 4704.378418
	Iteration 72Q: 3 clusters Score -1439371 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1439371.500000 Penalty: 4704.378418
	Iteration 73Q: 3 clusters Score -1439372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1439376.500000 Penalty: 4704.378418
	Iteration 74Q: 3 clusters Score -1439376 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1439374.125000 Penalty: 4704.378418
	Iteration 75Q: 3 clusters Score -1439374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1439378.250000 Penalty: 4704.378418
	Iteration 76Q: 3 clusters Score -1439378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1439381.000000 Penalty: 4704.378418
	Iteration 77Q: 3 clusters Score -1439381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1439383.375000 Penalty: 4704.378418
	Iteration 78Q: 3 clusters Score -1439383 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1439390.625000 Penalty: 4704.378418
	Iteration 79Q: 3 clusters Score -1439391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1439389.125000 Penalty: 4704.378418
	Iteration 80F: 3 clusters Score -1439389 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1439391.500000 Penalty: 4704.378418
	Iteration 81Q: 3 clusters Score -1439392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1439394.875000 Penalty: 4704.378418
	Iteration 82Q: 3 clusters Score -1439395 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1439400.625000 Penalty: 4704.378418
	Iteration 83Q: 3 clusters Score -1439401 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1439400.750000 Penalty: 4704.378418
	Iteration 84Q: 3 clusters Score -1439401 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1439402.625000 Penalty: 4704.378418
	Iteration 85Q: 3 clusters Score -1439403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1439406.625000 Penalty: 4704.378418
	Iteration 86Q: 3 clusters Score -1439407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1439407.000000 Penalty: 4704.378418
	Iteration 87Q: 3 clusters Score -1439407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1439408.125000 Penalty: 4704.378418
	Iteration 88Q: 3 clusters Score -1439408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1439412.250000 Penalty: 4704.378418
	Iteration 89Q: 3 clusters Score -1439412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1439414.250000 Penalty: 4704.378418
	Iteration 90Q: 3 clusters Score -1439414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1439409.375000 Penalty: 4704.378418
	Iteration 91Q: 3 clusters Score -1439409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1439409.125000 Penalty: 4704.378418
	Iteration 92Q: 3 clusters Score -1439409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1439415.375000 Penalty: 4704.378418
	Iteration 93Q: 3 clusters Score -1439415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1439414.750000 Penalty: 4704.378418
	Iteration 94Q: 3 clusters Score -1439415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1439414.875000 Penalty: 4704.378418
	Iteration 95Q: 3 clusters Score -1439415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1439416.000000 Penalty: 4704.378418
	Iteration 96Q: 3 clusters Score -1439416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1439416.000000 Penalty: 4704.378418
	Iteration 97Q: 3 clusters Score -1439416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1439415.125000 Penalty: 4704.378418
	Iteration 98Q: 3 clusters Score -1439415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1439416.875000 Penalty: 4704.378418
	Iteration 99Q: 3 clusters Score -1439417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1439415.625000 Penalty: 4704.378418
	Iteration 100F: 3 clusters Score -1439416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1439416.375000 Penalty: 4704.378418
	Iteration 101Q: 3 clusters Score -1439416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1439420.000000 Penalty: 4704.378418
	Iteration 102Q: 3 clusters Score -1439420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1439417.875000 Penalty: 4704.378418
	Iteration 103Q: 3 clusters Score -1439418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1439416.250000 Penalty: 4704.378418
	Iteration 104Q: 3 clusters Score -1439416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1439412.875000 Penalty: 4704.378418
	Iteration 105Q: 3 clusters Score -1439413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1439415.000000 Penalty: 4704.378418
	Iteration 106Q: 3 clusters Score -1439415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1439419.875000 Penalty: 4704.378418
	Iteration 107Q: 3 clusters Score -1439420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1439419.875000 Penalty: 4704.378418
	Iteration 108Q: 3 clusters Score -1439420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1439423.500000 Penalty: 4704.378418
	Iteration 109Q: 3 clusters Score -1439424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1439425.625000 Penalty: 4704.378418
	Iteration 110Q: 3 clusters Score -1439426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1439424.875000 Penalty: 4704.378418
	Iteration 111Q: 3 clusters Score -1439425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1439427.625000 Penalty: 4704.378418
	Iteration 112Q: 3 clusters Score -1439428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1439426.375000 Penalty: 4704.378418
	Iteration 113Q: 3 clusters Score -1439426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1439426.375000 Penalty: 4704.378418
	Iteration 114F: 3 clusters Score -1439426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (36161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Entering Unmasked Estep 
Score: -3874852.000000 Penalty: 2602.942627
	Iteration 0F: 2 clusters Score -3874852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -3850369.250000 Penalty: 5205.885254
	Iteration 0F: 3 clusters Score -3850369 nChanged 16461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -3861372.500000 Penalty: 5205.885254
	Iteration 1F: 3 clusters Score -3861372 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -3872163.250000 Penalty: 5205.885254
	Iteration 2F: 3 clusters Score -3872163 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -3882566.500000 Penalty: 5205.885254
	Iteration 3F: 3 clusters Score -3882566 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -3889013.500000 Penalty: 5205.885254
	Iteration 4F: 3 clusters Score -3889014 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -3891496.750000 Penalty: 5205.885254
	Iteration 5F: 3 clusters Score -3891497 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30498 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -3892551.500000 Penalty: 5205.885254
	Iteration 6Q: 3 clusters Score -3892552 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -3893140.250000 Penalty: 5205.885254
	Iteration 7Q: 3 clusters Score -3893140 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -3893461.000000 Penalty: 5205.885254
	Iteration 8Q: 3 clusters Score -3893461 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -3893633.000000 Penalty: 5205.885254
	Iteration 9Q: 3 clusters Score -3893633 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -3893751.500000 Penalty: 5205.885254
	Iteration 10Q: 3 clusters Score -3893752 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -3893829.750000 Penalty: 5205.885254
	Iteration 11Q: 3 clusters Score -3893830 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -3893900.750000 Penalty: 5205.885254
	Iteration 12Q: 3 clusters Score -3893901 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -3893957.000000 Penalty: 5205.885254
	Iteration 13Q: 3 clusters Score -3893957 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -3893999.000000 Penalty: 5205.885254
	Iteration 14Q: 3 clusters Score -3893999 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32440 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -3894021.000000 Penalty: 5205.885254
	Iteration 15Q: 3 clusters Score -3894021 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -3894043.000000 Penalty: 5205.885254
	Iteration 16Q: 3 clusters Score -3894043 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -3894054.500000 Penalty: 5205.885254
	Iteration 17Q: 3 clusters Score -3894054 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -3894060.750000 Penalty: 5205.885254
	Iteration 18Q: 3 clusters Score -3894061 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -3894071.250000 Penalty: 5205.885254
	Iteration 19Q: 3 clusters Score -3894071 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32637 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -3894083.250000 Penalty: 5205.885254
	Iteration 20F: 3 clusters Score -3894083 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -3894085.500000 Penalty: 5205.885254
	Iteration 21Q: 3 clusters Score -3894086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32675 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -3894083.500000 Penalty: 5205.885254
	Iteration 22Q: 3 clusters Score -3894084 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -3894091.000000 Penalty: 5205.885254
	Iteration 23Q: 3 clusters Score -3894091 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32716 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -3894094.250000 Penalty: 5205.885254
	Iteration 24Q: 3 clusters Score -3894094 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -3894096.000000 Penalty: 5205.885254
	Iteration 25Q: 3 clusters Score -3894096 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -3894110.750000 Penalty: 5205.885254
	Iteration 26Q: 3 clusters Score -3894111 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -3894120.500000 Penalty: 5205.885254
	Iteration 27Q: 3 clusters Score -3894120 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -3894133.750000 Penalty: 5205.885254
	Iteration 28Q: 3 clusters Score -3894134 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -3894161.750000 Penalty: 5205.885254
	Iteration 29Q: 3 clusters Score -3894162 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -3894167.000000 Penalty: 5205.885254
	Iteration 30Q: 3 clusters Score -3894167 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -3894192.250000 Penalty: 5205.885254
	Iteration 31Q: 3 clusters Score -3894192 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -3894209.250000 Penalty: 5205.885254
	Iteration 32Q: 3 clusters Score -3894209 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -3894237.000000 Penalty: 5205.885254
	Iteration 33Q: 3 clusters Score -3894237 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33184 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -3894261.500000 Penalty: 5205.885254
	Iteration 34Q: 3 clusters Score -3894262 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33227 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -3894277.750000 Penalty: 5205.885254
	Iteration 35Q: 3 clusters Score -3894278 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -3894295.750000 Penalty: 5205.885254
	Iteration 36Q: 3 clusters Score -3894296 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -3894323.250000 Penalty: 5205.885254
	Iteration 37Q: 3 clusters Score -3894323 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -3894351.250000 Penalty: 5205.885254
	Iteration 38Q: 3 clusters Score -3894351 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33427 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -3894406.000000 Penalty: 5205.885254
	Iteration 39Q: 3 clusters Score -3894406 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -3894508.250000 Penalty: 5205.885254
	Iteration 40F: 3 clusters Score -3894508 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33591 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -3894737.250000 Penalty: 5205.885254
	Iteration 41Q: 3 clusters Score -3894737 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33689 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -3895038.750000 Penalty: 5205.885254
	Iteration 42Q: 3 clusters Score -3895039 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -3895203.500000 Penalty: 5205.885254
	Iteration 43Q: 3 clusters Score -3895204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -3895234.250000 Penalty: 5205.885254
	Iteration 44Q: 3 clusters Score -3895234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33772 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -3895236.000000 Penalty: 5205.885254
	Iteration 45Q: 3 clusters Score -3895236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -3895247.000000 Penalty: 5205.885254
	Iteration 46Q: 3 clusters Score -3895247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -3895248.000000 Penalty: 5205.885254
	Iteration 47Q: 3 clusters Score -3895248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -3895250.750000 Penalty: 5205.885254
	Iteration 48Q: 3 clusters Score -3895251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -3895249.750000 Penalty: 5205.885254
	Iteration 49Q: 3 clusters Score -3895250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -3895251.000000 Penalty: 5205.885254
	Iteration 50Q: 3 clusters Score -3895251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -3895251.000000 Penalty: 5205.885254
	Iteration 51F: 3 clusters Score -3895251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 142554 members 
Mstep: Class 2 contains 965 members 
Mstep: Class 3 contains 14656 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 15713 members 
Mstep: Class 6 contains 73663 members 
Mstep: Class 7 contains 9000 members 
Mstep: Class 8 contains 1019 members 
Mstep: Class 9 contains 184328 members 
Mstep: Class 10 contains 13200 members 
Mstep: Class 11 contains 50913 members 
Mstep: Class 12 contains 4646 members 
Mstep: Class 13 contains 6570 members 
Mstep: Class 14 contains 71404 members 
Mstep: Class 15 contains 13156 members 
Mstep: Class 16 contains 33785 members 
Mstep: Class 17 contains 28607 members 
Mstep: Class 18 contains 104076 members 
Mstep: Class 19 contains 1166 members 
Mstep: Class 20 contains 15858 members 
Mstep: Class 21 contains 36440 members 
Mstep: Class 22 contains 2874 members 
Mstep: Class 23 contains 3174 members 
Mstep: Class 24 contains 32335 members 
Mstep: Class 25 contains 10662 members 
Mstep: Class 26 contains 8615 members 
Mstep: Class 27 contains 2131 members 
Mstep: Class 28 contains 22877 members 
Mstep: Class 29 contains 29807 members 
Mstep: Class 30 contains 21013 members 
Mstep: Class 31 contains 13833 members 
Mstep: Class 32 contains 12509 members 
Mstep: Class 33 contains 56722 members 
Mstep: Class 34 contains 27568 members 
Mstep: Class 35 contains 14588 members 
Mstep: Class 36 contains 1128 members 
Mstep: Class 37 contains 17475 members 
Mstep: Class 38 contains 1508 members 
Mstep: Class 39 contains 2376 members 
Entering Unmasked Estep 
Score: -115101840.000000 Penalty: 134584.125000
Splitting cluster 16 changes total score from -115070296.000000 to -115101840.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 17 (28607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Entering Unmasked Estep 
Score: -2937712.250000 Penalty: 2544.828857
	Iteration 0F: 2 clusters Score -2937712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -2918267.250000 Penalty: 5089.657715
	Iteration 0F: 3 clusters Score -2918267 nChanged 12732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -2925568.500000 Penalty: 5089.657715
	Iteration 1F: 3 clusters Score -2925568 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -2926470.250000 Penalty: 5089.657715
	Iteration 2F: 3 clusters Score -2926470 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -2927371.500000 Penalty: 5089.657715
	Iteration 3F: 3 clusters Score -2927372 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -2928253.500000 Penalty: 5089.657715
	Iteration 4F: 3 clusters Score -2928254 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -2929151.000000 Penalty: 5089.657715
	Iteration 5F: 3 clusters Score -2929151 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -2929980.250000 Penalty: 5089.657715
	Iteration 6F: 3 clusters Score -2929980 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -2930741.500000 Penalty: 5089.657715
	Iteration 7Q: 3 clusters Score -2930742 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -2931456.000000 Penalty: 5089.657715
	Iteration 8Q: 3 clusters Score -2931456 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -2932125.750000 Penalty: 5089.657715
	Iteration 9Q: 3 clusters Score -2932126 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -2932669.250000 Penalty: 5089.657715
	Iteration 10Q: 3 clusters Score -2932669 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -2933083.500000 Penalty: 5089.657715
	Iteration 11Q: 3 clusters Score -2933084 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -2933385.000000 Penalty: 5089.657715
	Iteration 12Q: 3 clusters Score -2933385 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -2933583.000000 Penalty: 5089.657715
	Iteration 13Q: 3 clusters Score -2933583 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -2933722.500000 Penalty: 5089.657715
	Iteration 14Q: 3 clusters Score -2933722 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -2933821.500000 Penalty: 5089.657715
	Iteration 15Q: 3 clusters Score -2933822 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -2933886.000000 Penalty: 5089.657715
	Iteration 16Q: 3 clusters Score -2933886 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -2933950.500000 Penalty: 5089.657715
	Iteration 17Q: 3 clusters Score -2933950 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -2933997.000000 Penalty: 5089.657715
	Iteration 18Q: 3 clusters Score -2933997 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -2934031.250000 Penalty: 5089.657715
	Iteration 19Q: 3 clusters Score -2934031 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -2934075.750000 Penalty: 5089.657715
	Iteration 20F: 3 clusters Score -2934076 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2934119.250000 Penalty: 5089.657715
	Iteration 21Q: 3 clusters Score -2934119 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -2934147.250000 Penalty: 5089.657715
	Iteration 22Q: 3 clusters Score -2934147 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -2934176.750000 Penalty: 5089.657715
	Iteration 23Q: 3 clusters Score -2934177 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -2934187.750000 Penalty: 5089.657715
	Iteration 24Q: 3 clusters Score -2934188 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -2934223.500000 Penalty: 5089.657715
	Iteration 25Q: 3 clusters Score -2934224 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -2934237.750000 Penalty: 5089.657715
	Iteration 26Q: 3 clusters Score -2934238 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -2934248.500000 Penalty: 5089.657715
	Iteration 27Q: 3 clusters Score -2934248 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -2934279.250000 Penalty: 5089.657715
	Iteration 28Q: 3 clusters Score -2934279 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -2934297.750000 Penalty: 5089.657715
	Iteration 29Q: 3 clusters Score -2934298 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -2934325.750000 Penalty: 5089.657715
	Iteration 30Q: 3 clusters Score -2934326 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -2934340.750000 Penalty: 5089.657715
	Iteration 31Q: 3 clusters Score -2934341 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -2934349.750000 Penalty: 5089.657715
	Iteration 32Q: 3 clusters Score -2934350 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -2934375.250000 Penalty: 5089.657715
	Iteration 33Q: 3 clusters Score -2934375 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -2934401.000000 Penalty: 5089.657715
	Iteration 34Q: 3 clusters Score -2934401 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -2934415.500000 Penalty: 5089.657715
	Iteration 35Q: 3 clusters Score -2934416 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -2934435.000000 Penalty: 5089.657715
	Iteration 36Q: 3 clusters Score -2934435 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -2934448.000000 Penalty: 5089.657715
	Iteration 37Q: 3 clusters Score -2934448 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -2934450.750000 Penalty: 5089.657715
	Iteration 38Q: 3 clusters Score -2934451 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -2934456.500000 Penalty: 5089.657715
	Iteration 39Q: 3 clusters Score -2934456 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -2934474.500000 Penalty: 5089.657715
	Iteration 40F: 3 clusters Score -2934474 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -2934495.000000 Penalty: 5089.657715
	Iteration 41Q: 3 clusters Score -2934495 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -2934515.000000 Penalty: 5089.657715
	Iteration 42Q: 3 clusters Score -2934515 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -2934530.750000 Penalty: 5089.657715
	Iteration 43Q: 3 clusters Score -2934531 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -2934544.250000 Penalty: 5089.657715
	Iteration 44Q: 3 clusters Score -2934544 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -2934550.500000 Penalty: 5089.657715
	Iteration 45Q: 3 clusters Score -2934550 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -2934571.500000 Penalty: 5089.657715
	Iteration 46Q: 3 clusters Score -2934572 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -2934581.500000 Penalty: 5089.657715
	Iteration 47Q: 3 clusters Score -2934582 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -2934592.750000 Penalty: 5089.657715
	Iteration 48Q: 3 clusters Score -2934593 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -2934601.000000 Penalty: 5089.657715
	Iteration 49Q: 3 clusters Score -2934601 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -2934608.750000 Penalty: 5089.657715
	Iteration 50Q: 3 clusters Score -2934609 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -2934610.750000 Penalty: 5089.657715
	Iteration 51Q: 3 clusters Score -2934611 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -2934618.000000 Penalty: 5089.657715
	Iteration 52Q: 3 clusters Score -2934618 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -2934627.250000 Penalty: 5089.657715
	Iteration 53Q: 3 clusters Score -2934627 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -2934634.000000 Penalty: 5089.657715
	Iteration 54Q: 3 clusters Score -2934634 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -2934647.000000 Penalty: 5089.657715
	Iteration 55Q: 3 clusters Score -2934647 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -2934653.250000 Penalty: 5089.657715
	Iteration 56Q: 3 clusters Score -2934653 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -2934662.250000 Penalty: 5089.657715
	Iteration 57Q: 3 clusters Score -2934662 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -2934672.250000 Penalty: 5089.657715
	Iteration 58Q: 3 clusters Score -2934672 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -2934674.750000 Penalty: 5089.657715
	Iteration 59Q: 3 clusters Score -2934675 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -2934692.500000 Penalty: 5089.657715
	Iteration 60F: 3 clusters Score -2934692 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -2934695.000000 Penalty: 5089.657715
	Iteration 61Q: 3 clusters Score -2934695 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -2934702.250000 Penalty: 5089.657715
	Iteration 62Q: 3 clusters Score -2934702 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -2934708.250000 Penalty: 5089.657715
	Iteration 63Q: 3 clusters Score -2934708 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -2934721.000000 Penalty: 5089.657715
	Iteration 64Q: 3 clusters Score -2934721 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -2934734.500000 Penalty: 5089.657715
	Iteration 65Q: 3 clusters Score -2934734 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -2934748.000000 Penalty: 5089.657715
	Iteration 66Q: 3 clusters Score -2934748 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -2934749.250000 Penalty: 5089.657715
	Iteration 67Q: 3 clusters Score -2934749 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -2934755.500000 Penalty: 5089.657715
	Iteration 68Q: 3 clusters Score -2934756 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -2934765.250000 Penalty: 5089.657715
	Iteration 69Q: 3 clusters Score -2934765 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -2934775.500000 Penalty: 5089.657715
	Iteration 70Q: 3 clusters Score -2934776 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -2934783.500000 Penalty: 5089.657715
	Iteration 71Q: 3 clusters Score -2934784 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -2934793.000000 Penalty: 5089.657715
	Iteration 72Q: 3 clusters Score -2934793 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -2934808.000000 Penalty: 5089.657715
	Iteration 73Q: 3 clusters Score -2934808 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -2934814.500000 Penalty: 5089.657715
	Iteration 74Q: 3 clusters Score -2934814 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -2934831.750000 Penalty: 5089.657715
	Iteration 75Q: 3 clusters Score -2934832 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -2934830.000000 Penalty: 5089.657715
	Iteration 76Q: 3 clusters Score -2934830 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -2934827.250000 Penalty: 5089.657715
	Iteration 77Q: 3 clusters Score -2934827 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -2934833.500000 Penalty: 5089.657715
	Iteration 78Q: 3 clusters Score -2934834 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -2934842.500000 Penalty: 5089.657715
	Iteration 79Q: 3 clusters Score -2934842 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -2934850.500000 Penalty: 5089.657715
	Iteration 80F: 3 clusters Score -2934850 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -2934854.000000 Penalty: 5089.657715
	Iteration 81Q: 3 clusters Score -2934854 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -2934862.500000 Penalty: 5089.657715
	Iteration 82Q: 3 clusters Score -2934862 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -2934877.500000 Penalty: 5089.657715
	Iteration 83Q: 3 clusters Score -2934878 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -2934872.000000 Penalty: 5089.657715
	Iteration 84Q: 3 clusters Score -2934872 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -2934874.250000 Penalty: 5089.657715
	Iteration 85Q: 3 clusters Score -2934874 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -2934885.000000 Penalty: 5089.657715
	Iteration 86Q: 3 clusters Score -2934885 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -2934889.750000 Penalty: 5089.657715
	Iteration 87Q: 3 clusters Score -2934890 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -2934901.750000 Penalty: 5089.657715
	Iteration 88Q: 3 clusters Score -2934902 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2934900 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2934906 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2934916 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2934927 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2934943 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2934950 nChanged 51
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Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2934949 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2934958 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2934954 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2934961 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2934987 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2934988 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2934993 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2935004 nChanged 57
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -2935021.250000 Penalty: 5089.657715
	Iteration 103Q: 3 clusters Score -2935021 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -2935015.250000 Penalty: 5089.657715
	Iteration 104Q: 3 clusters Score -2935015 nChanged 46
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Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2935022 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2935032 nChanged 49
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Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2935048 nChanged 47
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Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2935047 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2935054 nChanged 37
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Mstep: Class 1 contains 5300 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2935066 nChanged 44
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Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2935068 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2935066 nChanged 57
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Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2935072 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2935090 nChanged 39
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Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2935087 nChanged 42
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Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2935094 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2935096 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2935107 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2935111 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2935121 nChanged 48
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Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2935138 nChanged 53
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Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2935147 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2935146 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2935148 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2935160 nChanged 49
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Mstep: Class 1 contains 4502 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2935158 nChanged 47
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Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2935168 nChanged 45
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Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2935166 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2935185 nChanged 60
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2935200 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2935216 nChanged 73
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2935232 nChanged 81
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2935242 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4027 members 
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	Iteration 134Q: 3 clusters Score -2935252 nChanged 63
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Mstep: Class 1 contains 3964 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2935261 nChanged 73
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Mstep: Class 1 contains 3901 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2935270 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3827 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2935282 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3770 members 
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	Iteration 138Q: 3 clusters Score -2935291 nChanged 63
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Mstep: Class 1 contains 3709 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2935308 nChanged 59
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Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2935322 nChanged 57
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Mstep: Class 1 contains 3605 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2935336 nChanged 57
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Mstep: Class 1 contains 3550 members 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2935346 nChanged 50
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Mstep: Class 1 contains 3504 members 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2935356 nChanged 42
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Mstep: Class 1 contains 3464 members 
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2935359 nChanged 45
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Mstep: Class 1 contains 3419 members 
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	Iteration 145Q: 3 clusters Score -2935369 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2935380 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2935381 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2935393 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2935397 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 25387 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2935403 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -2935414.000000 Penalty: 5089.657715
	Iteration 151Q: 3 clusters Score -2935414 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -2935422.000000 Penalty: 5089.657715
	Iteration 152Q: 3 clusters Score -2935422 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2935436 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2935437 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -2935448.750000 Penalty: 5089.657715
	Iteration 155Q: 3 clusters Score -2935449 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -2935442.250000 Penalty: 5089.657715
	Iteration 156Q: 3 clusters Score -2935442 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2935444 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2935454 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2935465 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2880 members 
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -2935469 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -2935477.250000 Penalty: 5089.657715
	Iteration 161Q: 3 clusters Score -2935477 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2820 members 
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2935489 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2935493 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2935489 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2732 members 
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -2935491 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -2935502.250000 Penalty: 5089.657715
	Iteration 166Q: 3 clusters Score -2935502 nChanged 31
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Mstep: Class 1 contains 2669 members 
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -2935501 nChanged 31
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Mstep: Class 1 contains 2638 members 
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -2935508 nChanged 33
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2935526 nChanged 31
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Mstep: Class 1 contains 2576 members 
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Entering Unmasked Estep 
Score: -2935529.250000 Penalty: 5089.657715
	Iteration 170Q: 3 clusters Score -2935529 nChanged 45
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Mstep: Class 1 contains 2537 members 
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Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2935537 nChanged 34
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Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -2935549.250000 Penalty: 5089.657715
	Iteration 172Q: 3 clusters Score -2935549 nChanged 36
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -2935554.250000 Penalty: 5089.657715
	Iteration 173Q: 3 clusters Score -2935554 nChanged 38
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Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -2935566.250000 Penalty: 5089.657715
	Iteration 174Q: 3 clusters Score -2935566 nChanged 38
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Mstep: Class 1 contains 2401 members 
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -2935574 nChanged 29
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Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -2935567 nChanged 27
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Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -2935577 nChanged 19
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Mstep: Class 1 contains 2338 members 
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Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -2935580 nChanged 14
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Mstep: Class 1 contains 2326 members 
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Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -2935580 nChanged 16
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Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -2935585.000000 Penalty: 5089.657715
	Iteration 180F: 3 clusters Score -2935585 nChanged 19
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Mstep: Class 1 contains 2299 members 
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -2935596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -2935603.250000 Penalty: 5089.657715
	Iteration 182Q: 3 clusters Score -2935603 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -2935599.500000 Penalty: 5089.657715
	Iteration 183Q: 3 clusters Score -2935600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -2935607.500000 Penalty: 5089.657715
	Iteration 184Q: 3 clusters Score -2935608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -2935617.250000 Penalty: 5089.657715
	Iteration 185Q: 3 clusters Score -2935617 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -2935619.750000 Penalty: 5089.657715
	Iteration 186Q: 3 clusters Score -2935620 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -2935628.250000 Penalty: 5089.657715
	Iteration 187Q: 3 clusters Score -2935628 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -2935642.750000 Penalty: 5089.657715
	Iteration 188Q: 3 clusters Score -2935643 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -2935656.000000 Penalty: 5089.657715
	Iteration 189Q: 3 clusters Score -2935656 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -2935691.500000 Penalty: 5089.657715
	Iteration 190Q: 3 clusters Score -2935692 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -2935754.500000 Penalty: 5089.657715
	Iteration 191Q: 3 clusters Score -2935754 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -2935795.000000 Penalty: 5089.657715
	Iteration 192Q: 3 clusters Score -2935795 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -2935838.750000 Penalty: 5089.657715
	Iteration 193Q: 3 clusters Score -2935839 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -2935861.500000 Penalty: 5089.657715
	Iteration 194Q: 3 clusters Score -2935862 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -2935883.000000 Penalty: 5089.657715
	Iteration 195Q: 3 clusters Score -2935883 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -2935890.500000 Penalty: 5089.657715
	Iteration 196Q: 3 clusters Score -2935890 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -2935893.750000 Penalty: 5089.657715
	Iteration 197Q: 3 clusters Score -2935894 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -2935903.250000 Penalty: 5089.657715
	Iteration 198Q: 3 clusters Score -2935903 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -2935913.250000 Penalty: 5089.657715
	Iteration 199Q: 3 clusters Score -2935913 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -2935916.500000 Penalty: 5089.657715
	Iteration 200F: 3 clusters Score -2935916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -2935921.500000 Penalty: 5089.657715
	Iteration 201Q: 3 clusters Score -2935922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -2935922.000000 Penalty: 5089.657715
	Iteration 202Q: 3 clusters Score -2935922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -2935925.250000 Penalty: 5089.657715
	Iteration 203Q: 3 clusters Score -2935925 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -2935922.250000 Penalty: 5089.657715
	Iteration 204Q: 3 clusters Score -2935922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -2935924.500000 Penalty: 5089.657715
	Iteration 205Q: 3 clusters Score -2935924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -2935927.500000 Penalty: 5089.657715
	Iteration 206Q: 3 clusters Score -2935928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
Score: -2935930.500000 Penalty: 5089.657715
	Iteration 207Q: 3 clusters Score -2935930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -2935928.250000 Penalty: 5089.657715
	Iteration 208Q: 3 clusters Score -2935928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -2935934.250000 Penalty: 5089.657715
	Iteration 209Q: 3 clusters Score -2935934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -2935932.250000 Penalty: 5089.657715
	Iteration 210Q: 3 clusters Score -2935932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
Score: -2935932.750000 Penalty: 5089.657715
	Iteration 211Q: 3 clusters Score -2935933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -2935928.750000 Penalty: 5089.657715
	Iteration 212Q: 3 clusters Score -2935929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -2935932.250000 Penalty: 5089.657715
	Iteration 213Q: 3 clusters Score -2935932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -2935933.500000 Penalty: 5089.657715
	Iteration 214Q: 3 clusters Score -2935934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -2935942.500000 Penalty: 5089.657715
	Iteration 215Q: 3 clusters Score -2935942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
Score: -2935944.250000 Penalty: 5089.657715
	Iteration 216Q: 3 clusters Score -2935944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -2935943.000000 Penalty: 5089.657715
	Iteration 217Q: 3 clusters Score -2935943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -2935947.750000 Penalty: 5089.657715
	Iteration 218Q: 3 clusters Score -2935948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -2935947.250000 Penalty: 5089.657715
	Iteration 219Q: 3 clusters Score -2935947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -2935951.250000 Penalty: 5089.657715
	Iteration 220F: 3 clusters Score -2935951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -2935952.250000 Penalty: 5089.657715
	Iteration 221Q: 3 clusters Score -2935952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -2935957.000000 Penalty: 5089.657715
	Iteration 222Q: 3 clusters Score -2935957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -2935958.500000 Penalty: 5089.657715
	Iteration 223Q: 3 clusters Score -2935958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -2935957.250000 Penalty: 5089.657715
	Iteration 224Q: 3 clusters Score -2935957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -2935959.250000 Penalty: 5089.657715
	Iteration 225Q: 3 clusters Score -2935959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -2935963.500000 Penalty: 5089.657715
	Iteration 226Q: 3 clusters Score -2935964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -2935966.750000 Penalty: 5089.657715
	Iteration 227Q: 3 clusters Score -2935967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -2935964.500000 Penalty: 5089.657715
	Iteration 228Q: 3 clusters Score -2935964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -2935964.250000 Penalty: 5089.657715
	Iteration 229Q: 3 clusters Score -2935964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -2935965.250000 Penalty: 5089.657715
	Iteration 230Q: 3 clusters Score -2935965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -2935968.000000 Penalty: 5089.657715
	Iteration 231Q: 3 clusters Score -2935968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -2935967.750000 Penalty: 5089.657715
	Iteration 232Q: 3 clusters Score -2935968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -2935970.000000 Penalty: 5089.657715
	Iteration 233Q: 3 clusters Score -2935970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -2935977.000000 Penalty: 5089.657715
	Iteration 234Q: 3 clusters Score -2935977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -2935977.500000 Penalty: 5089.657715
	Iteration 235Q: 3 clusters Score -2935978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -2935977.500000 Penalty: 5089.657715
	Iteration 236F: 3 clusters Score -2935978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (104076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104076 members 
Entering Unmasked Estep 
Score: -11463832.000000 Penalty: 2865.113281
	Iteration 0F: 2 clusters Score -1.146383e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52106 members 
Mstep: Class 2 contains 51970 members 
Entering Unmasked Estep 
Score: -11394420.000000 Penalty: 5730.226562
	Iteration 0F: 3 clusters Score -1.139442e+07 nChanged 49170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53574 members 
Mstep: Class 2 contains 50502 members 
Entering Unmasked Estep 
Score: -11422638.000000 Penalty: 5730.226562
	Iteration 1F: 3 clusters Score -1.142264e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54590 members 
Mstep: Class 2 contains 49486 members 
Entering Unmasked Estep 
Score: -11423449.000000 Penalty: 5730.226562
	Iteration 2Q: 3 clusters Score -1.142345e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56269 members 
Mstep: Class 2 contains 47807 members 
Entering Unmasked Estep 
Score: -11424784.000000 Penalty: 5730.226562
	Iteration 3Q: 3 clusters Score -1.142478e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58916 members 
Mstep: Class 2 contains 45160 members 
Entering Unmasked Estep 
Score: -11426564.000000 Penalty: 5730.226562
	Iteration 4Q: 3 clusters Score -1.142656e+07 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62726 members 
Mstep: Class 2 contains 41350 members 
Entering Unmasked Estep 
Score: -11429268.000000 Penalty: 5730.226562
	Iteration 5F: 3 clusters Score -1.142927e+07 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67713 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -11432977.000000 Penalty: 5730.226562
	Iteration 6F: 3 clusters Score -1.143298e+07 nChanged 6958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73761 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -11437512.000000 Penalty: 5730.226562
	Iteration 7F: 3 clusters Score -1.143751e+07 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80389 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -11442805.000000 Penalty: 5730.226562
	Iteration 8F: 3 clusters Score -1.14428e+07 nChanged 6689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86922 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -11448543.000000 Penalty: 5730.226562
	Iteration 9F: 3 clusters Score -1.144854e+07 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92246 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -11453419.000000 Penalty: 5730.226562
	Iteration 10F: 3 clusters Score -1.145342e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96028 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -11456727.000000 Penalty: 5730.226562
	Iteration 11Q: 3 clusters Score -1.145673e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98462 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -11458663.000000 Penalty: 5730.226562
	Iteration 12Q: 3 clusters Score -1.145866e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99916 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -11459623.000000 Penalty: 5730.226562
	Iteration 13Q: 3 clusters Score -1.145962e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100904 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -11460196.000000 Penalty: 5730.226562
	Iteration 14Q: 3 clusters Score -1.14602e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101572 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -11460572.000000 Penalty: 5730.226562
	Iteration 15Q: 3 clusters Score -1.146057e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102077 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -11460889.000000 Penalty: 5730.226562
	Iteration 16Q: 3 clusters Score -1.146089e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102448 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -11461083.000000 Penalty: 5730.226562
	Iteration 17Q: 3 clusters Score -1.146108e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102718 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -11461235.000000 Penalty: 5730.226562
	Iteration 18Q: 3 clusters Score -1.146124e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102915 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -11461307.000000 Penalty: 5730.226562
	Iteration 19Q: 3 clusters Score -1.146131e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103038 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -11461383.000000 Penalty: 5730.226562
	Iteration 20F: 3 clusters Score -1.146138e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103121 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -11461455.000000 Penalty: 5730.226562
	Iteration 21Q: 3 clusters Score -1.146146e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103187 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -11461456.000000 Penalty: 5730.226562
	Iteration 22Q: 3 clusters Score -1.146146e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103228 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -11461503.000000 Penalty: 5730.226562
	Iteration 23Q: 3 clusters Score -1.14615e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103259 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -11461497.000000 Penalty: 5730.226562
	Iteration 24Q: 3 clusters Score -1.14615e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103278 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -11461518.000000 Penalty: 5730.226562
	Iteration 25Q: 3 clusters Score -1.146152e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103294 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -11461531.000000 Penalty: 5730.226562
	Iteration 26Q: 3 clusters Score -1.146153e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103307 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -11461533.000000 Penalty: 5730.226562
	Iteration 27Q: 3 clusters Score -1.146153e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103322 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -11461548.000000 Penalty: 5730.226562
	Iteration 28Q: 3 clusters Score -1.146155e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103332 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -11461555.000000 Penalty: 5730.226562
	Iteration 29Q: 3 clusters Score -1.146156e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103336 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -11461556.000000 Penalty: 5730.226562
	Iteration 30Q: 3 clusters Score -1.146156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103340 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -11461552.000000 Penalty: 5730.226562
	Iteration 31Q: 3 clusters Score -1.146155e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103339 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -11461555.000000 Penalty: 5730.226562
	Iteration 32Q: 3 clusters Score -1.146156e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103339 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -11461555.000000 Penalty: 5730.226562
	Iteration 33F: 3 clusters Score -1.146156e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Entering Unmasked Estep 
Score: -105898.664062 Penalty: 1751.210938
	Iteration 0F: 2 clusters Score -105898.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -104038.664062 Penalty: 3502.421875
	Iteration 0F: 3 clusters Score -104038.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -104838.210938 Penalty: 3502.421875
	Iteration 1F: 3 clusters Score -104838.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -105293.335938 Penalty: 3502.421875
	Iteration 2F: 3 clusters Score -105293.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -105624.726562 Penalty: 3502.421875
	Iteration 3F: 3 clusters Score -105624.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -105902.617188 Penalty: 3502.421875
	Iteration 4F: 3 clusters Score -105902.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -106174.578125 Penalty: 3502.421875
	Iteration 5F: 3 clusters Score -106174.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -106581.000000 Penalty: 3502.421875
	Iteration 6F: 3 clusters Score -106581 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -106983.203125 Penalty: 3502.421875
	Iteration 7F: 3 clusters Score -106983.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -107317.671875 Penalty: 3502.421875
	Iteration 8Q: 3 clusters Score -107317.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -107521.765625 Penalty: 3502.421875
	Iteration 9Q: 3 clusters Score -107521.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -107553.695312 Penalty: 3502.421875
	Iteration 10Q: 3 clusters Score -107553.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -107562.218750 Penalty: 3502.421875
	Iteration 11Q: 3 clusters Score -107562.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -107563.062500 Penalty: 3502.421875
	Iteration 12Q: 3 clusters Score -107563.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -107563.953125 Penalty: 3502.421875
	Iteration 13Q: 3 clusters Score -107564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -107570.109375 Penalty: 3502.421875
	Iteration 14F: 3 clusters Score -107570.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -107588.273438 Penalty: 3502.421875
	Iteration 15Q: 3 clusters Score -107588.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -107593.406250 Penalty: 3502.421875
	Iteration 16Q: 3 clusters Score -107593.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -107594.171875 Penalty: 3502.421875
	Iteration 17Q: 3 clusters Score -107594.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -107594.171875 Penalty: 3502.421875
	Iteration 18F: 3 clusters Score -107594.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 142554 members 
Mstep: Class 2 contains 965 members 
Mstep: Class 3 contains 14656 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 15713 members 
Mstep: Class 6 contains 73663 members 
Mstep: Class 7 contains 9000 members 
Mstep: Class 8 contains 1019 members 
Mstep: Class 9 contains 184328 members 
Mstep: Class 10 contains 13200 members 
Mstep: Class 11 contains 50913 members 
Mstep: Class 12 contains 4646 members 
Mstep: Class 13 contains 6570 members 
Mstep: Class 14 contains 71404 members 
Mstep: Class 15 contains 13156 members 
Mstep: Class 16 contains 33785 members 
Mstep: Class 17 contains 28607 members 
Mstep: Class 18 contains 104076 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 15858 members 
Mstep: Class 21 contains 36440 members 
Mstep: Class 22 contains 2874 members 
Mstep: Class 23 contains 3174 members 
Mstep: Class 24 contains 32335 members 
Mstep: Class 25 contains 10662 members 
Mstep: Class 26 contains 8615 members 
Mstep: Class 27 contains 2131 members 
Mstep: Class 28 contains 22877 members 
Mstep: Class 29 contains 29807 members 
Mstep: Class 30 contains 21013 members 
Mstep: Class 31 contains 13833 members 
Mstep: Class 32 contains 12509 members 
Mstep: Class 33 contains 56722 members 
Mstep: Class 34 contains 27568 members 
Mstep: Class 35 contains 14588 members 
Mstep: Class 36 contains 1128 members 
Mstep: Class 37 contains 17475 members 
Mstep: Class 38 contains 1508 members 
Mstep: Class 39 contains 2376 members 
Mstep: Class 40 contains 573 members 
Entering Unmasked Estep 
Score: -115101752.000000 Penalty: 138035.000000
Splitting cluster 19 changes total score from -115070296.000000 to -115101752.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 20 (15858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Entering Unmasked Estep 
Score: -1516340.750000 Penalty: 2398.514648
	Iteration 0F: 2 clusters Score -1516341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1504959.625000 Penalty: 4797.029297
	Iteration 0F: 3 clusters Score -1504960 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1510297.000000 Penalty: 4797.029297
	Iteration 1F: 3 clusters Score -1510297 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1513397.625000 Penalty: 4797.029297
	Iteration 2F: 3 clusters Score -1513398 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1516230.375000 Penalty: 4797.029297
	Iteration 3F: 3 clusters Score -1516230 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1517993.375000 Penalty: 4797.029297
	Iteration 4F: 3 clusters Score -1517993 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1518753.375000 Penalty: 4797.029297
	Iteration 5F: 3 clusters Score -1518753 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1519123.000000 Penalty: 4797.029297
	Iteration 6Q: 3 clusters Score -1519123 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1519325.375000 Penalty: 4797.029297
	Iteration 7Q: 3 clusters Score -1519325 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1519434.125000 Penalty: 4797.029297
	Iteration 8Q: 3 clusters Score -1519434 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1519480.125000 Penalty: 4797.029297
	Iteration 9Q: 3 clusters Score -1519480 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1519510.250000 Penalty: 4797.029297
	Iteration 10Q: 3 clusters Score -1519510 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1519536.125000 Penalty: 4797.029297
	Iteration 11Q: 3 clusters Score -1519536 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1519550.750000 Penalty: 4797.029297
	Iteration 12Q: 3 clusters Score -1519551 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1519569.000000 Penalty: 4797.029297
	Iteration 13Q: 3 clusters Score -1519569 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1519579.625000 Penalty: 4797.029297
	Iteration 14Q: 3 clusters Score -1519580 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1519584.750000 Penalty: 4797.029297
	Iteration 15Q: 3 clusters Score -1519585 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1519593.250000 Penalty: 4797.029297
	Iteration 16Q: 3 clusters Score -1519593 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1519608.375000 Penalty: 4797.029297
	Iteration 17Q: 3 clusters Score -1519608 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1519623.500000 Penalty: 4797.029297
	Iteration 18Q: 3 clusters Score -1519624 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1519621.625000 Penalty: 4797.029297
	Iteration 19Q: 3 clusters Score -1519622 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1519634.125000 Penalty: 4797.029297
	Iteration 20F: 3 clusters Score -1519634 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1519636.625000 Penalty: 4797.029297
	Iteration 21Q: 3 clusters Score -1519637 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1519640.250000 Penalty: 4797.029297
	Iteration 22Q: 3 clusters Score -1519640 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1519640.500000 Penalty: 4797.029297
	Iteration 23Q: 3 clusters Score -1519640 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1519646.000000 Penalty: 4797.029297
	Iteration 24Q: 3 clusters Score -1519646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1519644.750000 Penalty: 4797.029297
	Iteration 25Q: 3 clusters Score -1519645 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1519652.625000 Penalty: 4797.029297
	Iteration 26Q: 3 clusters Score -1519653 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1519657.250000 Penalty: 4797.029297
	Iteration 27Q: 3 clusters Score -1519657 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1519654.875000 Penalty: 4797.029297
	Iteration 28Q: 3 clusters Score -1519655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1519658.875000 Penalty: 4797.029297
	Iteration 29Q: 3 clusters Score -1519659 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1519659.250000 Penalty: 4797.029297
	Iteration 30Q: 3 clusters Score -1519659 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1519660.750000 Penalty: 4797.029297
	Iteration 31Q: 3 clusters Score -1519661 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1519666.875000 Penalty: 4797.029297
	Iteration 32Q: 3 clusters Score -1519667 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1519670.500000 Penalty: 4797.029297
	Iteration 33Q: 3 clusters Score -1519670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1519673.875000 Penalty: 4797.029297
	Iteration 34Q: 3 clusters Score -1519674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1519675.375000 Penalty: 4797.029297
	Iteration 35Q: 3 clusters Score -1519675 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1519677.375000 Penalty: 4797.029297
	Iteration 36Q: 3 clusters Score -1519677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1519679.750000 Penalty: 4797.029297
	Iteration 37Q: 3 clusters Score -1519680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1519673.625000 Penalty: 4797.029297
	Iteration 38Q: 3 clusters Score -1519674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1519676.875000 Penalty: 4797.029297
	Iteration 39Q: 3 clusters Score -1519677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1519672.625000 Penalty: 4797.029297
	Iteration 40F: 3 clusters Score -1519673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1519676.875000 Penalty: 4797.029297
	Iteration 41Q: 3 clusters Score -1519677 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1519682.250000 Penalty: 4797.029297
	Iteration 42Q: 3 clusters Score -1519682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1519689.500000 Penalty: 4797.029297
	Iteration 43Q: 3 clusters Score -1519690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1519689.625000 Penalty: 4797.029297
	Iteration 44Q: 3 clusters Score -1519690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1519691.375000 Penalty: 4797.029297
	Iteration 45Q: 3 clusters Score -1519691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1519690.875000 Penalty: 4797.029297
	Iteration 46Q: 3 clusters Score -1519691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1519690.375000 Penalty: 4797.029297
	Iteration 47Q: 3 clusters Score -1519690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1519686.625000 Penalty: 4797.029297
	Iteration 48Q: 3 clusters Score -1519687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1519687.750000 Penalty: 4797.029297
	Iteration 49Q: 3 clusters Score -1519688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1519691.875000 Penalty: 4797.029297
	Iteration 50Q: 3 clusters Score -1519692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1519688.250000 Penalty: 4797.029297
	Iteration 51Q: 3 clusters Score -1519688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1519693.375000 Penalty: 4797.029297
	Iteration 52Q: 3 clusters Score -1519693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1519695.750000 Penalty: 4797.029297
	Iteration 53Q: 3 clusters Score -1519696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1519695.625000 Penalty: 4797.029297
	Iteration 54Q: 3 clusters Score -1519696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1519694.000000 Penalty: 4797.029297
	Iteration 55Q: 3 clusters Score -1519694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1519695.500000 Penalty: 4797.029297
	Iteration 56Q: 3 clusters Score -1519696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1519698.000000 Penalty: 4797.029297
	Iteration 57Q: 3 clusters Score -1519698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1519696.875000 Penalty: 4797.029297
	Iteration 58Q: 3 clusters Score -1519697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1519698.125000 Penalty: 4797.029297
	Iteration 59Q: 3 clusters Score -1519698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1519698.875000 Penalty: 4797.029297
	Iteration 60F: 3 clusters Score -1519699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1519699.625000 Penalty: 4797.029297
	Iteration 61Q: 3 clusters Score -1519700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1519699.250000 Penalty: 4797.029297
	Iteration 62Q: 3 clusters Score -1519699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1519705.875000 Penalty: 4797.029297
	Iteration 63Q: 3 clusters Score -1519706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1519707.500000 Penalty: 4797.029297
	Iteration 64Q: 3 clusters Score -1519708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1519708.625000 Penalty: 4797.029297
	Iteration 65Q: 3 clusters Score -1519709 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1519706.500000 Penalty: 4797.029297
	Iteration 66Q: 3 clusters Score -1519706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1519709.375000 Penalty: 4797.029297
	Iteration 67Q: 3 clusters Score -1519709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1519710.250000 Penalty: 4797.029297
	Iteration 68Q: 3 clusters Score -1519710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1519713.625000 Penalty: 4797.029297
	Iteration 69Q: 3 clusters Score -1519714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1519714.625000 Penalty: 4797.029297
	Iteration 70Q: 3 clusters Score -1519715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1519714.125000 Penalty: 4797.029297
	Iteration 71Q: 3 clusters Score -1519714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1519713.625000 Penalty: 4797.029297
	Iteration 72Q: 3 clusters Score -1519714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1519714.875000 Penalty: 4797.029297
	Iteration 73Q: 3 clusters Score -1519715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1519717.875000 Penalty: 4797.029297
	Iteration 74Q: 3 clusters Score -1519718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1519714.250000 Penalty: 4797.029297
	Iteration 75Q: 3 clusters Score -1519714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1519717.000000 Penalty: 4797.029297
	Iteration 76Q: 3 clusters Score -1519717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1519716.375000 Penalty: 4797.029297
	Iteration 77Q: 3 clusters Score -1519716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1519716.000000 Penalty: 4797.029297
	Iteration 78Q: 3 clusters Score -1519716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1519718.500000 Penalty: 4797.029297
	Iteration 79Q: 3 clusters Score -1519718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1519718.500000 Penalty: 4797.029297
	Iteration 80F: 3 clusters Score -1519718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 142554 members 
Mstep: Class 2 contains 965 members 
Mstep: Class 3 contains 14656 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 15713 members 
Mstep: Class 6 contains 73663 members 
Mstep: Class 7 contains 9000 members 
Mstep: Class 8 contains 1019 members 
Mstep: Class 9 contains 184328 members 
Mstep: Class 10 contains 13200 members 
Mstep: Class 11 contains 50913 members 
Mstep: Class 12 contains 4646 members 
Mstep: Class 13 contains 6570 members 
Mstep: Class 14 contains 71404 members 
Mstep: Class 15 contains 13156 members 
Mstep: Class 16 contains 33785 members 
Mstep: Class 17 contains 28607 members 
Mstep: Class 18 contains 104076 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 6763 members 
Mstep: Class 21 contains 36440 members 
Mstep: Class 22 contains 2874 members 
Mstep: Class 23 contains 3174 members 
Mstep: Class 24 contains 32335 members 
Mstep: Class 25 contains 10662 members 
Mstep: Class 26 contains 8615 members 
Mstep: Class 27 contains 2131 members 
Mstep: Class 28 contains 22877 members 
Mstep: Class 29 contains 29807 members 
Mstep: Class 30 contains 21013 members 
Mstep: Class 31 contains 13833 members 
Mstep: Class 32 contains 12509 members 
Mstep: Class 33 contains 56722 members 
Mstep: Class 34 contains 27568 members 
Mstep: Class 35 contains 14588 members 
Mstep: Class 36 contains 1128 members 
Mstep: Class 37 contains 17475 members 
Mstep: Class 38 contains 1508 members 
Mstep: Class 39 contains 2376 members 
Mstep: Class 40 contains 573 members 
Mstep: Class 41 contains 9095 members 
Entering Unmasked Estep 
Score: -115103984.000000 Penalty: 141485.875000
Splitting cluster 20 changes total score from -115070296.000000 to -115103984.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 21 (36440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Entering Unmasked Estep 
Score: -3709592.750000 Penalty: 2604.848877
	Iteration 0F: 2 clusters Score -3709593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -3684931.000000 Penalty: 5209.697754
	Iteration 0F: 3 clusters Score -3684931 nChanged 16468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -3693969.000000 Penalty: 5209.697754
	Iteration 1F: 3 clusters Score -3693969 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -3694933.000000 Penalty: 5209.697754
	Iteration 2F: 3 clusters Score -3694933 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -3696028.250000 Penalty: 5209.697754
	Iteration 3F: 3 clusters Score -3696028 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -3697298.750000 Penalty: 5209.697754
	Iteration 4F: 3 clusters Score -3697299 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -3698756.500000 Penalty: 5209.697754
	Iteration 5F: 3 clusters Score -3698756 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -3700409.250000 Penalty: 5209.697754
	Iteration 6F: 3 clusters Score -3700409 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -3701977.250000 Penalty: 5209.697754
	Iteration 7F: 3 clusters Score -3701977 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -3703370.750000 Penalty: 5209.697754
	Iteration 8Q: 3 clusters Score -3703371 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -3704587.500000 Penalty: 5209.697754
	Iteration 9Q: 3 clusters Score -3704588 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -3705551.500000 Penalty: 5209.697754
	Iteration 10Q: 3 clusters Score -3705552 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 33791 members 
Entering Unmasked Estep 
Score: -3706240.250000 Penalty: 5209.697754
	Iteration 11Q: 3 clusters Score -3706240 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -3706683.250000 Penalty: 5209.697754
	Iteration 12Q: 3 clusters Score -3706683 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -3707040.250000 Penalty: 5209.697754
	Iteration 13Q: 3 clusters Score -3707040 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -3707254.750000 Penalty: 5209.697754
	Iteration 14Q: 3 clusters Score -3707255 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 35215 members 
Entering Unmasked Estep 
Score: -3707368.000000 Penalty: 5209.697754
	Iteration 15Q: 3 clusters Score -3707368 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -3707471.750000 Penalty: 5209.697754
	Iteration 16Q: 3 clusters Score -3707472 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 35397 members 
Entering Unmasked Estep 
Score: -3707554.750000 Penalty: 5209.697754
	Iteration 17Q: 3 clusters Score -3707555 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -3707606.000000 Penalty: 5209.697754
	Iteration 18Q: 3 clusters Score -3707606 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -3707644.250000 Penalty: 5209.697754
	Iteration 19Q: 3 clusters Score -3707644 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 35531 members 
Entering Unmasked Estep 
Score: -3707683.000000 Penalty: 5209.697754
	Iteration 20F: 3 clusters Score -3707683 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
Score: -3707710.500000 Penalty: 5209.697754
	Iteration 21Q: 3 clusters Score -3707710 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 35583 members 
Entering Unmasked Estep 
Score: -3707743.500000 Penalty: 5209.697754
	Iteration 22Q: 3 clusters Score -3707744 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -3707763.750000 Penalty: 5209.697754
	Iteration 23Q: 3 clusters Score -3707764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 35612 members 
Entering Unmasked Estep 
Score: -3707779.750000 Penalty: 5209.697754
	Iteration 24Q: 3 clusters Score -3707780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 35627 members 
Entering Unmasked Estep 
Score: -3707800.250000 Penalty: 5209.697754
	Iteration 25Q: 3 clusters Score -3707800 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -3707814.750000 Penalty: 5209.697754
	Iteration 26Q: 3 clusters Score -3707815 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
Score: -3707826.000000 Penalty: 5209.697754
	Iteration 27Q: 3 clusters Score -3707826 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 35661 members 
Entering Unmasked Estep 
Score: -3707846.000000 Penalty: 5209.697754
	Iteration 28Q: 3 clusters Score -3707846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -3707853.000000 Penalty: 5209.697754
	Iteration 29Q: 3 clusters Score -3707853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -3707861.500000 Penalty: 5209.697754
	Iteration 30Q: 3 clusters Score -3707862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 35661 members 
Entering Unmasked Estep 
Score: -3707868.500000 Penalty: 5209.697754
	Iteration 31Q: 3 clusters Score -3707868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -3707870.000000 Penalty: 5209.697754
	Iteration 32Q: 3 clusters Score -3707870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 35660 members 
Entering Unmasked Estep 
Score: -3707867.250000 Penalty: 5209.697754
	Iteration 33Q: 3 clusters Score -3707867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 35660 members 
Entering Unmasked Estep 
Score: -3707867.500000 Penalty: 5209.697754
	Iteration 34Q: 3 clusters Score -3707868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 35660 members 
Entering Unmasked Estep 
Score: -3707867.500000 Penalty: 5209.697754
	Iteration 35F: 3 clusters Score -3707868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Entering Unmasked Estep 
Score: -287058.468750 Penalty: 1974.938110
	Iteration 0F: 2 clusters Score -287058.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -283932.906250 Penalty: 3949.876221
	Iteration 0F: 3 clusters Score -283932.9 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -285173.343750 Penalty: 3949.876221
	Iteration 1F: 3 clusters Score -285173.3 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -286124.218750 Penalty: 3949.876221
	Iteration 2F: 3 clusters Score -286124.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -286758.625000 Penalty: 3949.876221
	Iteration 3F: 3 clusters Score -286758.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -287012.843750 Penalty: 3949.876221
	Iteration 4F: 3 clusters Score -287012.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -287133.500000 Penalty: 3949.876221
	Iteration 5Q: 3 clusters Score -287133.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -287250.656250 Penalty: 3949.876221
	Iteration 6Q: 3 clusters Score -287250.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -287594.750000 Penalty: 3949.876221
	Iteration 7Q: 3 clusters Score -287594.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -287951.593750 Penalty: 3949.876221
	Iteration 8Q: 3 clusters Score -287951.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -287979.625000 Penalty: 3949.876221
	Iteration 9Q: 3 clusters Score -287979.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -287985.968750 Penalty: 3949.876221
	Iteration 10Q: 3 clusters Score -287986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -287987.531250 Penalty: 3949.876221
	Iteration 11Q: 3 clusters Score -287987.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -287987.531250 Penalty: 3949.876221
	Iteration 12F: 3 clusters Score -287987.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 142554 members 
Mstep: Class 2 contains 965 members 
Mstep: Class 3 contains 14656 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 15713 members 
Mstep: Class 6 contains 73663 members 
Mstep: Class 7 contains 9000 members 
Mstep: Class 8 contains 1019 members 
Mstep: Class 9 contains 184328 members 
Mstep: Class 10 contains 13200 members 
Mstep: Class 11 contains 50913 members 
Mstep: Class 12 contains 4646 members 
Mstep: Class 13 contains 6570 members 
Mstep: Class 14 contains 71404 members 
Mstep: Class 15 contains 13156 members 
Mstep: Class 16 contains 33785 members 
Mstep: Class 17 contains 28607 members 
Mstep: Class 18 contains 104076 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 6763 members 
Mstep: Class 21 contains 36440 members 
Mstep: Class 22 contains 1415 members 
Mstep: Class 23 contains 3174 members 
Mstep: Class 24 contains 32335 members 
Mstep: Class 25 contains 10662 members 
Mstep: Class 26 contains 8615 members 
Mstep: Class 27 contains 2131 members 
Mstep: Class 28 contains 22877 members 
Mstep: Class 29 contains 29807 members 
Mstep: Class 30 contains 21013 members 
Mstep: Class 31 contains 13833 members 
Mstep: Class 32 contains 12509 members 
Mstep: Class 33 contains 56722 members 
Mstep: Class 34 contains 27568 members 
Mstep: Class 35 contains 14588 members 
Mstep: Class 36 contains 1128 members 
Mstep: Class 37 contains 17475 members 
Mstep: Class 38 contains 1508 members 
Mstep: Class 39 contains 2376 members 
Mstep: Class 40 contains 573 members 
Mstep: Class 41 contains 9095 members 
Mstep: Class 42 contains 1459 members 
Entering Unmasked Estep 
Score: -115103280.000000 Penalty: 144936.750000
Splitting cluster 22 changes total score from -115070296.000000 to -115103280.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 23 (3174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Entering Unmasked Estep 
Score: -340625.531250 Penalty: 1999.561523
	Iteration 0F: 2 clusters Score -340625.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -337254.843750 Penalty: 3999.123047
	Iteration 0F: 3 clusters Score -337254.8 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -337989.406250 Penalty: 3999.123047
	Iteration 1F: 3 clusters Score -337989.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -338153.031250 Penalty: 3999.123047
	Iteration 2F: 3 clusters Score -338153 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -338243.500000 Penalty: 3999.123047
	Iteration 3Q: 3 clusters Score -338243.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -338296.406250 Penalty: 3999.123047
	Iteration 4Q: 3 clusters Score -338296.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -338340.687500 Penalty: 3999.123047
	Iteration 5Q: 3 clusters Score -338340.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -338377.843750 Penalty: 3999.123047
	Iteration 6Q: 3 clusters Score -338377.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -338402.312500 Penalty: 3999.123047
	Iteration 7Q: 3 clusters Score -338402.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -338427.000000 Penalty: 3999.123047
	Iteration 8Q: 3 clusters Score -338427 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -338454.218750 Penalty: 3999.123047
	Iteration 9Q: 3 clusters Score -338454.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -338481.343750 Penalty: 3999.123047
	Iteration 10Q: 3 clusters Score -338481.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -338505.406250 Penalty: 3999.123047
	Iteration 11Q: 3 clusters Score -338505.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -338528.562500 Penalty: 3999.123047
	Iteration 12Q: 3 clusters Score -338528.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -338560.843750 Penalty: 3999.123047
	Iteration 13Q: 3 clusters Score -338560.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -338593.937500 Penalty: 3999.123047
	Iteration 14Q: 3 clusters Score -338593.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -338653.406250 Penalty: 3999.123047
	Iteration 15Q: 3 clusters Score -338653.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -338736.687500 Penalty: 3999.123047
	Iteration 16Q: 3 clusters Score -338736.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -338844.375000 Penalty: 3999.123047
	Iteration 17Q: 3 clusters Score -338844.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -338957.343750 Penalty: 3999.123047
	Iteration 18Q: 3 clusters Score -338957.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -339046.812500 Penalty: 3999.123047
	Iteration 19Q: 3 clusters Score -339046.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -339134.375000 Penalty: 3999.123047
	Iteration 20F: 3 clusters Score -339134.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -339218.343750 Penalty: 3999.123047
	Iteration 21Q: 3 clusters Score -339218.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -339298.437500 Penalty: 3999.123047
	Iteration 22Q: 3 clusters Score -339298.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -339374.031250 Penalty: 3999.123047
	Iteration 23Q: 3 clusters Score -339374 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -339424.562500 Penalty: 3999.123047
	Iteration 24Q: 3 clusters Score -339424.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -339478.062500 Penalty: 3999.123047
	Iteration 25Q: 3 clusters Score -339478.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -339513.906250 Penalty: 3999.123047
	Iteration 26Q: 3 clusters Score -339513.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -339536.875000 Penalty: 3999.123047
	Iteration 27Q: 3 clusters Score -339536.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -339551.875000 Penalty: 3999.123047
	Iteration 28Q: 3 clusters Score -339551.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -339563.937500 Penalty: 3999.123047
	Iteration 29Q: 3 clusters Score -339563.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -339575.750000 Penalty: 3999.123047
	Iteration 30Q: 3 clusters Score -339575.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -339583.843750 Penalty: 3999.123047
	Iteration 31Q: 3 clusters Score -339583.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -339595.250000 Penalty: 3999.123047
	Iteration 32Q: 3 clusters Score -339595.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -339601.062500 Penalty: 3999.123047
	Iteration 33Q: 3 clusters Score -339601.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -339602.125000 Penalty: 3999.123047
	Iteration 34Q: 3 clusters Score -339602.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -339602.125000 Penalty: 3999.123047
	Iteration 35F: 3 clusters Score -339602.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (32335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Entering Unmasked Estep 
Score: -3570395.250000 Penalty: 2575.208496
	Iteration 0F: 2 clusters Score -3570395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -3548337.250000 Penalty: 5150.416992
	Iteration 0F: 3 clusters Score -3548337 nChanged 14693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -3556338.000000 Penalty: 5150.416992
	Iteration 1F: 3 clusters Score -3556338 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -3556843.000000 Penalty: 5150.416992
	Iteration 2Q: 3 clusters Score -3556843 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -3557275.250000 Penalty: 5150.416992
	Iteration 3Q: 3 clusters Score -3557275 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -3557666.750000 Penalty: 5150.416992
	Iteration 4Q: 3 clusters Score -3557667 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -3558091.500000 Penalty: 5150.416992
	Iteration 5Q: 3 clusters Score -3558092 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -3558607.500000 Penalty: 5150.416992
	Iteration 6Q: 3 clusters Score -3558608 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -3559135.500000 Penalty: 5150.416992
	Iteration 7Q: 3 clusters Score -3559136 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -3559740.250000 Penalty: 5150.416992
	Iteration 8Q: 3 clusters Score -3559740 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -3560518.750000 Penalty: 5150.416992
	Iteration 9Q: 3 clusters Score -3560519 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -3561406.500000 Penalty: 5150.416992
	Iteration 10Q: 3 clusters Score -3561406 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -3562574.750000 Penalty: 5150.416992
	Iteration 11F: 3 clusters Score -3562575 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -3563772.750000 Penalty: 5150.416992
	Iteration 12Q: 3 clusters Score -3563773 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -3564739.750000 Penalty: 5150.416992
	Iteration 13Q: 3 clusters Score -3564740 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -3565538.000000 Penalty: 5150.416992
	Iteration 14Q: 3 clusters Score -3565538 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -3566081.000000 Penalty: 5150.416992
	Iteration 15Q: 3 clusters Score -3566081 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -3566445.500000 Penalty: 5150.416992
	Iteration 16Q: 3 clusters Score -3566446 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -3566702.750000 Penalty: 5150.416992
	Iteration 17Q: 3 clusters Score -3566703 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 29263 members 
Entering Unmasked Estep 
Score: -3566900.750000 Penalty: 5150.416992
	Iteration 18Q: 3 clusters Score -3566901 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 29566 members 
Entering Unmasked Estep 
Score: -3567073.750000 Penalty: 5150.416992
	Iteration 19Q: 3 clusters Score -3567074 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -3567213.750000 Penalty: 5150.416992
	Iteration 20F: 3 clusters Score -3567214 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -3567346.750000 Penalty: 5150.416992
	Iteration 21Q: 3 clusters Score -3567347 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -3567474.750000 Penalty: 5150.416992
	Iteration 22Q: 3 clusters Score -3567475 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -3567589.500000 Penalty: 5150.416992
	Iteration 23Q: 3 clusters Score -3567590 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 30630 members 
Entering Unmasked Estep 
Score: -3567666.750000 Penalty: 5150.416992
	Iteration 24Q: 3 clusters Score -3567667 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -3567747.250000 Penalty: 5150.416992
	Iteration 25Q: 3 clusters Score -3567747 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 30858 members 
Entering Unmasked Estep 
Score: -3567807.500000 Penalty: 5150.416992
	Iteration 26Q: 3 clusters Score -3567808 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -3567862.000000 Penalty: 5150.416992
	Iteration 27Q: 3 clusters Score -3567862 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 31004 members 
Entering Unmasked Estep 
Score: -3567902.500000 Penalty: 5150.416992
	Iteration 28Q: 3 clusters Score -3567902 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -3567921.500000 Penalty: 5150.416992
	Iteration 29Q: 3 clusters Score -3567922 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -3567947.000000 Penalty: 5150.416992
	Iteration 30Q: 3 clusters Score -3567947 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -3567953.750000 Penalty: 5150.416992
	Iteration 31Q: 3 clusters Score -3567954 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -3567964.000000 Penalty: 5150.416992
	Iteration 32Q: 3 clusters Score -3567964 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 31168 members 
Entering Unmasked Estep 
Score: -3567985.500000 Penalty: 5150.416992
	Iteration 33Q: 3 clusters Score -3567986 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -3568002.250000 Penalty: 5150.416992
	Iteration 34Q: 3 clusters Score -3568002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -3568013.000000 Penalty: 5150.416992
	Iteration 35Q: 3 clusters Score -3568013 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 31231 members 
Entering Unmasked Estep 
Score: -3568022.000000 Penalty: 5150.416992
	Iteration 36Q: 3 clusters Score -3568022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 31242 members 
Entering Unmasked Estep 
Score: -3568027.250000 Penalty: 5150.416992
	Iteration 37Q: 3 clusters Score -3568027 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -3568037.500000 Penalty: 5150.416992
	Iteration 38Q: 3 clusters Score -3568038 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -3568053.750000 Penalty: 5150.416992
	Iteration 39Q: 3 clusters Score -3568054 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -3568062.000000 Penalty: 5150.416992
	Iteration 40F: 3 clusters Score -3568062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 31318 members 
Entering Unmasked Estep 
Score: -3568067.250000 Penalty: 5150.416992
	Iteration 41Q: 3 clusters Score -3568067 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -3568081.500000 Penalty: 5150.416992
	Iteration 42Q: 3 clusters Score -3568082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 31341 members 
Entering Unmasked Estep 
Score: -3568088.000000 Penalty: 5150.416992
	Iteration 43Q: 3 clusters Score -3568088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -3568094.750000 Penalty: 5150.416992
	Iteration 44Q: 3 clusters Score -3568095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -3568095.750000 Penalty: 5150.416992
	Iteration 45Q: 3 clusters Score -3568096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -3568095.250000 Penalty: 5150.416992
	Iteration 46Q: 3 clusters Score -3568095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 31389 members 
Entering Unmasked Estep 
Score: -3568109.250000 Penalty: 5150.416992
	Iteration 47Q: 3 clusters Score -3568109 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -3568110.500000 Penalty: 5150.416992
	Iteration 48Q: 3 clusters Score -3568110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
Score: -3568122.250000 Penalty: 5150.416992
	Iteration 49Q: 3 clusters Score -3568122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -3568137.000000 Penalty: 5150.416992
	Iteration 50Q: 3 clusters Score -3568137 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 31446 members 
Entering Unmasked Estep 
Score: -3568144.750000 Penalty: 5150.416992
	Iteration 51Q: 3 clusters Score -3568145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -3568146.000000 Penalty: 5150.416992
	Iteration 52Q: 3 clusters Score -3568146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 31459 members 
Entering Unmasked Estep 
Score: -3568154.250000 Penalty: 5150.416992
	Iteration 53Q: 3 clusters Score -3568154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -3568160.750000 Penalty: 5150.416992
	Iteration 54Q: 3 clusters Score -3568161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -3568152.000000 Penalty: 5150.416992
	Iteration 55Q: 3 clusters Score -3568152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -3568158.500000 Penalty: 5150.416992
	Iteration 56Q: 3 clusters Score -3568158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -3568167.250000 Penalty: 5150.416992
	Iteration 57Q: 3 clusters Score -3568167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -3568176.250000 Penalty: 5150.416992
	Iteration 58Q: 3 clusters Score -3568176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -3568181.250000 Penalty: 5150.416992
	Iteration 59Q: 3 clusters Score -3568181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -3568183.000000 Penalty: 5150.416992
	Iteration 60F: 3 clusters Score -3568183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -3568182.750000 Penalty: 5150.416992
	Iteration 61Q: 3 clusters Score -3568183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -3568190.750000 Penalty: 5150.416992
	Iteration 62Q: 3 clusters Score -3568191 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -3568200.000000 Penalty: 5150.416992
	Iteration 63Q: 3 clusters Score -3568200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -3568204.500000 Penalty: 5150.416992
	Iteration 64Q: 3 clusters Score -3568204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -3568201.250000 Penalty: 5150.416992
	Iteration 65Q: 3 clusters Score -3568201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -3568207.750000 Penalty: 5150.416992
	Iteration 66Q: 3 clusters Score -3568208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -3568210.500000 Penalty: 5150.416992
	Iteration 67Q: 3 clusters Score -3568210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -3568208.750000 Penalty: 5150.416992
	Iteration 68Q: 3 clusters Score -3568209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -3568215.250000 Penalty: 5150.416992
	Iteration 69Q: 3 clusters Score -3568215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 31562 members 
Entering Unmasked Estep 
Score: -3568216.750000 Penalty: 5150.416992
	Iteration 70Q: 3 clusters Score -3568217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -3568217.500000 Penalty: 5150.416992
	Iteration 71Q: 3 clusters Score -3568218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -3568222.750000 Penalty: 5150.416992
	Iteration 72Q: 3 clusters Score -3568223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -3568228.500000 Penalty: 5150.416992
	Iteration 73Q: 3 clusters Score -3568228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 31591 members 
Entering Unmasked Estep 
Score: -3568229.500000 Penalty: 5150.416992
	Iteration 74Q: 3 clusters Score -3568230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -3568228.500000 Penalty: 5150.416992
	Iteration 75Q: 3 clusters Score -3568228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -3568231.000000 Penalty: 5150.416992
	Iteration 76Q: 3 clusters Score -3568231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -3568231.000000 Penalty: 5150.416992
	Iteration 77Q: 3 clusters Score -3568231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -3568232.000000 Penalty: 5150.416992
	Iteration 78Q: 3 clusters Score -3568232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -3568234.750000 Penalty: 5150.416992
	Iteration 79Q: 3 clusters Score -3568235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -3568235.500000 Penalty: 5150.416992
	Iteration 80F: 3 clusters Score -3568236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -3568236.250000 Penalty: 5150.416992
	Iteration 81Q: 3 clusters Score -3568236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -3568234.500000 Penalty: 5150.416992
	Iteration 82Q: 3 clusters Score -3568234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -3568234.000000 Penalty: 5150.416992
	Iteration 83Q: 3 clusters Score -3568234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -3568234.000000 Penalty: 5150.416992
	Iteration 84F: 3 clusters Score -3568234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Entering Unmasked Estep 
Score: -1007606.062500 Penalty: 2300.061523
	Iteration 0F: 2 clusters Score -1007606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -999643.937500 Penalty: 4600.123047
	Iteration 0F: 3 clusters Score -999643.9 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1002550.750000 Penalty: 4600.123047
	Iteration 1F: 3 clusters Score -1002551 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1003417.187500 Penalty: 4600.123047
	Iteration 2F: 3 clusters Score -1003417 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1004331.750000 Penalty: 4600.123047
	Iteration 3F: 3 clusters Score -1004332 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1005336.375000 Penalty: 4600.123047
	Iteration 4F: 3 clusters Score -1005336 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1006228.812500 Penalty: 4600.123047
	Iteration 5F: 3 clusters Score -1006229 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1006898.875000 Penalty: 4600.123047
	Iteration 6F: 3 clusters Score -1006899 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1007336.625000 Penalty: 4600.123047
	Iteration 7F: 3 clusters Score -1007337 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1007633.687500 Penalty: 4600.123047
	Iteration 8Q: 3 clusters Score -1007634 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1007829.312500 Penalty: 4600.123047
	Iteration 9Q: 3 clusters Score -1007829 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1007961.500000 Penalty: 4600.123047
	Iteration 10Q: 3 clusters Score -1007962 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1008039.125000 Penalty: 4600.123047
	Iteration 11Q: 3 clusters Score -1008039 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1008094.937500 Penalty: 4600.123047
	Iteration 12Q: 3 clusters Score -1008095 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1008142.625000 Penalty: 4600.123047
	Iteration 13Q: 3 clusters Score -1008143 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1008190.375000 Penalty: 4600.123047
	Iteration 14Q: 3 clusters Score -1008190 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1008236.125000 Penalty: 4600.123047
	Iteration 15Q: 3 clusters Score -1008236 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1008279.437500 Penalty: 4600.123047
	Iteration 16Q: 3 clusters Score -1008279 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1008312.875000 Penalty: 4600.123047
	Iteration 17Q: 3 clusters Score -1008313 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1008351.000000 Penalty: 4600.123047
	Iteration 18Q: 3 clusters Score -1008351 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1008386.750000 Penalty: 4600.123047
	Iteration 19Q: 3 clusters Score -1008387 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1008419.125000 Penalty: 4600.123047
	Iteration 20F: 3 clusters Score -1008419 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1008447.312500 Penalty: 4600.123047
	Iteration 21Q: 3 clusters Score -1008447 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1008476.375000 Penalty: 4600.123047
	Iteration 22Q: 3 clusters Score -1008476 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1008499.875000 Penalty: 4600.123047
	Iteration 23Q: 3 clusters Score -1008500 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1008521.937500 Penalty: 4600.123047
	Iteration 24Q: 3 clusters Score -1008522 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1008544.625000 Penalty: 4600.123047
	Iteration 25Q: 3 clusters Score -1008545 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1008565.875000 Penalty: 4600.123047
	Iteration 26Q: 3 clusters Score -1008566 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1008581.500000 Penalty: 4600.123047
	Iteration 27Q: 3 clusters Score -1008582 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1008596.250000 Penalty: 4600.123047
	Iteration 28Q: 3 clusters Score -1008596 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1008610.500000 Penalty: 4600.123047
	Iteration 29Q: 3 clusters Score -1008610 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1008623.000000 Penalty: 4600.123047
	Iteration 30Q: 3 clusters Score -1008623 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1008630.000000 Penalty: 4600.123047
	Iteration 31Q: 3 clusters Score -1008630 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1008638.625000 Penalty: 4600.123047
	Iteration 32Q: 3 clusters Score -1008639 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1008646.250000 Penalty: 4600.123047
	Iteration 33Q: 3 clusters Score -1008646 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1008655.062500 Penalty: 4600.123047
	Iteration 34Q: 3 clusters Score -1008655 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1008668.125000 Penalty: 4600.123047
	Iteration 35Q: 3 clusters Score -1008668 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1008680.562500 Penalty: 4600.123047
	Iteration 36Q: 3 clusters Score -1008681 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1008691.062500 Penalty: 4600.123047
	Iteration 37Q: 3 clusters Score -1008691 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1008701.250000 Penalty: 4600.123047
	Iteration 38Q: 3 clusters Score -1008701 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1008715.187500 Penalty: 4600.123047
	Iteration 39Q: 3 clusters Score -1008715 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1008725.187500 Penalty: 4600.123047
	Iteration 40F: 3 clusters Score -1008725 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1008735.125000 Penalty: 4600.123047
	Iteration 41Q: 3 clusters Score -1008735 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1008749.625000 Penalty: 4600.123047
	Iteration 42Q: 3 clusters Score -1008750 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1008764.062500 Penalty: 4600.123047
	Iteration 43Q: 3 clusters Score -1008764 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1008778.937500 Penalty: 4600.123047
	Iteration 44Q: 3 clusters Score -1008779 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1008790.375000 Penalty: 4600.123047
	Iteration 45Q: 3 clusters Score -1008790 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1008796.625000 Penalty: 4600.123047
	Iteration 46Q: 3 clusters Score -1008797 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1008803.562500 Penalty: 4600.123047
	Iteration 47Q: 3 clusters Score -1008804 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1008810.937500 Penalty: 4600.123047
	Iteration 48Q: 3 clusters Score -1008811 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1008818.500000 Penalty: 4600.123047
	Iteration 49Q: 3 clusters Score -1008818 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1008826.187500 Penalty: 4600.123047
	Iteration 50Q: 3 clusters Score -1008826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1008828.187500 Penalty: 4600.123047
	Iteration 51Q: 3 clusters Score -1008828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1008833.437500 Penalty: 4600.123047
	Iteration 52Q: 3 clusters Score -1008833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1008836.125000 Penalty: 4600.123047
	Iteration 53Q: 3 clusters Score -1008836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1008839.312500 Penalty: 4600.123047
	Iteration 54Q: 3 clusters Score -1008839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1008840.437500 Penalty: 4600.123047
	Iteration 55Q: 3 clusters Score -1008840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1008843.312500 Penalty: 4600.123047
	Iteration 56Q: 3 clusters Score -1008843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1008845.500000 Penalty: 4600.123047
	Iteration 57Q: 3 clusters Score -1008846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1008845.000000 Penalty: 4600.123047
	Iteration 58Q: 3 clusters Score -1008845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1008847.812500 Penalty: 4600.123047
	Iteration 59Q: 3 clusters Score -1008848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1008848.187500 Penalty: 4600.123047
	Iteration 60F: 3 clusters Score -1008848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1008846.812500 Penalty: 4600.123047
	Iteration 61Q: 3 clusters Score -1008847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1008846.625000 Penalty: 4600.123047
	Iteration 62Q: 3 clusters Score -1008847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1008845.187500 Penalty: 4600.123047
	Iteration 63Q: 3 clusters Score -1008845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1008849.625000 Penalty: 4600.123047
	Iteration 64Q: 3 clusters Score -1008850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1008847.875000 Penalty: 4600.123047
	Iteration 65Q: 3 clusters Score -1008848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1008851.187500 Penalty: 4600.123047
	Iteration 66Q: 3 clusters Score -1008851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1008852.500000 Penalty: 4600.123047
	Iteration 67Q: 3 clusters Score -1008852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1008853.687500 Penalty: 4600.123047
	Iteration 68Q: 3 clusters Score -1008854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1008854.125000 Penalty: 4600.123047
	Iteration 69Q: 3 clusters Score -1008854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1008853.562500 Penalty: 4600.123047
	Iteration 70Q: 3 clusters Score -1008854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1008853.562500 Penalty: 4600.123047
	Iteration 71F: 3 clusters Score -1008854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 142554 members 
Mstep: Class 2 contains 965 members 
Mstep: Class 3 contains 14656 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 15713 members 
Mstep: Class 6 contains 73663 members 
Mstep: Class 7 contains 9000 members 
Mstep: Class 8 contains 1019 members 
Mstep: Class 9 contains 184328 members 
Mstep: Class 10 contains 13200 members 
Mstep: Class 11 contains 50913 members 
Mstep: Class 12 contains 4646 members 
Mstep: Class 13 contains 6570 members 
Mstep: Class 14 contains 71404 members 
Mstep: Class 15 contains 13156 members 
Mstep: Class 16 contains 33785 members 
Mstep: Class 17 contains 28607 members 
Mstep: Class 18 contains 104076 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 6763 members 
Mstep: Class 21 contains 36440 members 
Mstep: Class 22 contains 1415 members 
Mstep: Class 23 contains 3174 members 
Mstep: Class 24 contains 32335 members 
Mstep: Class 25 contains 2964 members 
Mstep: Class 26 contains 8615 members 
Mstep: Class 27 contains 2131 members 
Mstep: Class 28 contains 22877 members 
Mstep: Class 29 contains 29807 members 
Mstep: Class 30 contains 21013 members 
Mstep: Class 31 contains 13833 members 
Mstep: Class 32 contains 12509 members 
Mstep: Class 33 contains 56722 members 
Mstep: Class 34 contains 27568 members 
Mstep: Class 35 contains 14588 members 
Mstep: Class 36 contains 1128 members 
Mstep: Class 37 contains 17475 members 
Mstep: Class 38 contains 1508 members 
Mstep: Class 39 contains 2376 members 
Mstep: Class 40 contains 573 members 
Mstep: Class 41 contains 9095 members 
Mstep: Class 42 contains 1459 members 
Mstep: Class 43 contains 7698 members 
Entering Unmasked Estep 
Score: -115103600.000000 Penalty: 148387.609375
Splitting cluster 25 changes total score from -115070296.000000 to -115103600.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 26 (8615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Entering Unmasked Estep 
Score: -859409.500000 Penalty: 2247.192627
	Iteration 0F: 2 clusters Score -859409.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -852631.000000 Penalty: 4494.385254
	Iteration 0F: 3 clusters Score -852631 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -855435.687500 Penalty: 4494.385254
	Iteration 1F: 3 clusters Score -855435.7 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -857094.750000 Penalty: 4494.385254
	Iteration 2F: 3 clusters Score -857094.8 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -859311.187500 Penalty: 4494.385254
	Iteration 3F: 3 clusters Score -859311.2 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -861409.750000 Penalty: 4494.385254
	Iteration 4F: 3 clusters Score -861409.8 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -862162.000000 Penalty: 4494.385254
	Iteration 5F: 3 clusters Score -862162 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -862912.125000 Penalty: 4494.385254
	Iteration 6Q: 3 clusters Score -862912.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -863713.812500 Penalty: 4494.385254
	Iteration 7Q: 3 clusters Score -863713.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -864158.500000 Penalty: 4494.385254
	Iteration 8Q: 3 clusters Score -864158.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -864708.250000 Penalty: 4494.385254
	Iteration 9Q: 3 clusters Score -864708.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -865674.500000 Penalty: 4494.385254
	Iteration 10Q: 3 clusters Score -865674.5 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -867658.687500 Penalty: 4494.385254
	Iteration 11F: 3 clusters Score -867658.7 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -870084.625000 Penalty: 4494.385254
	Iteration 12F: 3 clusters Score -870084.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -871190.562500 Penalty: 4494.385254
	Iteration 13Q: 3 clusters Score -871190.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -871333.750000 Penalty: 4494.385254
	Iteration 14Q: 3 clusters Score -871333.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -871348.812500 Penalty: 4494.385254
	Iteration 15Q: 3 clusters Score -871348.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -871348.000000 Penalty: 4494.385254
	Iteration 16Q: 3 clusters Score -871348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -871348.000000 Penalty: 4494.385254
	Iteration 17F: 3 clusters Score -871348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 142554 members 
Mstep: Class 2 contains 965 members 
Mstep: Class 3 contains 14656 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 15713 members 
Mstep: Class 6 contains 73663 members 
Mstep: Class 7 contains 9000 members 
Mstep: Class 8 contains 1019 members 
Mstep: Class 9 contains 184328 members 
Mstep: Class 10 contains 13200 members 
Mstep: Class 11 contains 50913 members 
Mstep: Class 12 contains 4646 members 
Mstep: Class 13 contains 6570 members 
Mstep: Class 14 contains 71404 members 
Mstep: Class 15 contains 13156 members 
Mstep: Class 16 contains 33785 members 
Mstep: Class 17 contains 28607 members 
Mstep: Class 18 contains 104076 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 6763 members 
Mstep: Class 21 contains 36440 members 
Mstep: Class 22 contains 1415 members 
Mstep: Class 23 contains 3174 members 
Mstep: Class 24 contains 32335 members 
Mstep: Class 25 contains 2964 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 2131 members 
Mstep: Class 28 contains 22877 members 
Mstep: Class 29 contains 29807 members 
Mstep: Class 30 contains 21013 members 
Mstep: Class 31 contains 13833 members 
Mstep: Class 32 contains 12509 members 
Mstep: Class 33 contains 56722 members 
Mstep: Class 34 contains 27568 members 
Mstep: Class 35 contains 14588 members 
Mstep: Class 36 contains 1128 members 
Mstep: Class 37 contains 17475 members 
Mstep: Class 38 contains 1508 members 
Mstep: Class 39 contains 2376 members 
Mstep: Class 40 contains 573 members 
Mstep: Class 41 contains 9095 members 
Mstep: Class 42 contains 1459 members 
Mstep: Class 43 contains 7698 members 
Mstep: Class 44 contains 4430 members 
Entering Unmasked Estep 
Score: -115114776.000000 Penalty: 151838.484375
Splitting cluster 26 changes total score from -115070296.000000 to -115114776.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 27 (2131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Entering Unmasked Estep 
Score: -235766.734375 Penalty: 1900.757935
	Iteration 0F: 2 clusters Score -235766.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -233106.531250 Penalty: 3801.515869
	Iteration 0F: 3 clusters Score -233106.5 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -233523.515625 Penalty: 3801.515869
	Iteration 1F: 3 clusters Score -233523.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -233637.937500 Penalty: 3801.515869
	Iteration 2F: 3 clusters Score -233637.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -233708.296875 Penalty: 3801.515869
	Iteration 3Q: 3 clusters Score -233708.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -233755.625000 Penalty: 3801.515869
	Iteration 4Q: 3 clusters Score -233755.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -233789.000000 Penalty: 3801.515869
	Iteration 5Q: 3 clusters Score -233789 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -233806.796875 Penalty: 3801.515869
	Iteration 6Q: 3 clusters Score -233806.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -233825.437500 Penalty: 3801.515869
	Iteration 7Q: 3 clusters Score -233825.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -233837.734375 Penalty: 3801.515869
	Iteration 8Q: 3 clusters Score -233837.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -233849.687500 Penalty: 3801.515869
	Iteration 9Q: 3 clusters Score -233849.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -233860.234375 Penalty: 3801.515869
	Iteration 10Q: 3 clusters Score -233860.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -233870.921875 Penalty: 3801.515869
	Iteration 11Q: 3 clusters Score -233870.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -233874.953125 Penalty: 3801.515869
	Iteration 12Q: 3 clusters Score -233875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -233881.375000 Penalty: 3801.515869
	Iteration 13Q: 3 clusters Score -233881.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -233883.156250 Penalty: 3801.515869
	Iteration 14Q: 3 clusters Score -233883.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -233886.953125 Penalty: 3801.515869
	Iteration 15Q: 3 clusters Score -233887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -233889.734375 Penalty: 3801.515869
	Iteration 16Q: 3 clusters Score -233889.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -233892.046875 Penalty: 3801.515869
	Iteration 17Q: 3 clusters Score -233892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -233893.203125 Penalty: 3801.515869
	Iteration 18Q: 3 clusters Score -233893.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -233895.421875 Penalty: 3801.515869
	Iteration 19Q: 3 clusters Score -233895.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -233897.406250 Penalty: 3801.515869
	Iteration 20F: 3 clusters Score -233897.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -233899.703125 Penalty: 3801.515869
	Iteration 21Q: 3 clusters Score -233899.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -233901.546875 Penalty: 3801.515869
	Iteration 22Q: 3 clusters Score -233901.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -233903.375000 Penalty: 3801.515869
	Iteration 23Q: 3 clusters Score -233903.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -233905.265625 Penalty: 3801.515869
	Iteration 24Q: 3 clusters Score -233905.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -233906.921875 Penalty: 3801.515869
	Iteration 25Q: 3 clusters Score -233906.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -233907.312500 Penalty: 3801.515869
	Iteration 26Q: 3 clusters Score -233907.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -233908.953125 Penalty: 3801.515869
	Iteration 27Q: 3 clusters Score -233909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -233911.078125 Penalty: 3801.515869
	Iteration 28Q: 3 clusters Score -233911.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -233911.921875 Penalty: 3801.515869
	Iteration 29Q: 3 clusters Score -233911.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -233912.750000 Penalty: 3801.515869
	Iteration 30Q: 3 clusters Score -233912.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -233913.296875 Penalty: 3801.515869
	Iteration 31Q: 3 clusters Score -233913.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -233913.296875 Penalty: 3801.515869
	Iteration 32F: 3 clusters Score -233913.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (22877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Entering Unmasked Estep 
Score: -2437783.000000 Penalty: 2489.395996
	Iteration 0F: 2 clusters Score -2437783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -2421826.250000 Penalty: 4978.791992
	Iteration 0F: 3 clusters Score -2421826 nChanged 10144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -2427491.000000 Penalty: 4978.791992
	Iteration 1F: 3 clusters Score -2427491 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2428151.250000 Penalty: 4978.791992
	Iteration 2F: 3 clusters Score -2428151 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -2428866.000000 Penalty: 4978.791992
	Iteration 3F: 3 clusters Score -2428866 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2429636.000000 Penalty: 4978.791992
	Iteration 4F: 3 clusters Score -2429636 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -2430454.000000 Penalty: 4978.791992
	Iteration 5F: 3 clusters Score -2430454 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -2431168.250000 Penalty: 4978.791992
	Iteration 6F: 3 clusters Score -2431168 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -2431785.750000 Penalty: 4978.791992
	Iteration 7F: 3 clusters Score -2431786 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -2432304.750000 Penalty: 4978.791992
	Iteration 8Q: 3 clusters Score -2432305 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -2432739.250000 Penalty: 4978.791992
	Iteration 9Q: 3 clusters Score -2432739 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -2433085.500000 Penalty: 4978.791992
	Iteration 10Q: 3 clusters Score -2433086 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -2433371.000000 Penalty: 4978.791992
	Iteration 11Q: 3 clusters Score -2433371 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -2433630.250000 Penalty: 4978.791992
	Iteration 12Q: 3 clusters Score -2433630 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -2433865.250000 Penalty: 4978.791992
	Iteration 13Q: 3 clusters Score -2433865 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -2434055.000000 Penalty: 4978.791992
	Iteration 14Q: 3 clusters Score -2434055 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -2434220.250000 Penalty: 4978.791992
	Iteration 15Q: 3 clusters Score -2434220 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -2434362.500000 Penalty: 4978.791992
	Iteration 16Q: 3 clusters Score -2434362 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -2434531.500000 Penalty: 4978.791992
	Iteration 17Q: 3 clusters Score -2434532 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -2434781.500000 Penalty: 4978.791992
	Iteration 18Q: 3 clusters Score -2434782 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -2435232.250000 Penalty: 4978.791992
	Iteration 19Q: 3 clusters Score -2435232 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -2435774.500000 Penalty: 4978.791992
	Iteration 20F: 3 clusters Score -2435774 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -2436211.750000 Penalty: 4978.791992
	Iteration 21Q: 3 clusters Score -2436212 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -2436436.250000 Penalty: 4978.791992
	Iteration 22Q: 3 clusters Score -2436436 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -2436562.000000 Penalty: 4978.791992
	Iteration 23Q: 3 clusters Score -2436562 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -2436628.500000 Penalty: 4978.791992
	Iteration 24Q: 3 clusters Score -2436628 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -2436679.500000 Penalty: 4978.791992
	Iteration 25Q: 3 clusters Score -2436680 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -2436720.750000 Penalty: 4978.791992
	Iteration 26Q: 3 clusters Score -2436721 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -2436751.750000 Penalty: 4978.791992
	Iteration 27Q: 3 clusters Score -2436752 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -2436783.750000 Penalty: 4978.791992
	Iteration 28Q: 3 clusters Score -2436784 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -2436810.000000 Penalty: 4978.791992
	Iteration 29Q: 3 clusters Score -2436810 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -2436829.750000 Penalty: 4978.791992
	Iteration 30Q: 3 clusters Score -2436830 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -2436846.000000 Penalty: 4978.791992
	Iteration 31Q: 3 clusters Score -2436846 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -2436863.500000 Penalty: 4978.791992
	Iteration 32Q: 3 clusters Score -2436864 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -2436879.000000 Penalty: 4978.791992
	Iteration 33Q: 3 clusters Score -2436879 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -2436888.250000 Penalty: 4978.791992
	Iteration 34Q: 3 clusters Score -2436888 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -2436907.500000 Penalty: 4978.791992
	Iteration 35Q: 3 clusters Score -2436908 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2436920.250000 Penalty: 4978.791992
	Iteration 36Q: 3 clusters Score -2436920 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -2436938.750000 Penalty: 4978.791992
	Iteration 37Q: 3 clusters Score -2436939 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2436949.000000 Penalty: 4978.791992
	Iteration 38Q: 3 clusters Score -2436949 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -2436965.500000 Penalty: 4978.791992
	Iteration 39Q: 3 clusters Score -2436966 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -2436995.000000 Penalty: 4978.791992
	Iteration 40F: 3 clusters Score -2436995 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -2437014.000000 Penalty: 4978.791992
	Iteration 41Q: 3 clusters Score -2437014 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -2437026.000000 Penalty: 4978.791992
	Iteration 42Q: 3 clusters Score -2437026 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -2437033.250000 Penalty: 4978.791992
	Iteration 43Q: 3 clusters Score -2437033 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -2437046.000000 Penalty: 4978.791992
	Iteration 44Q: 3 clusters Score -2437046 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -2437060.750000 Penalty: 4978.791992
	Iteration 45Q: 3 clusters Score -2437061 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -2437073.750000 Penalty: 4978.791992
	Iteration 46Q: 3 clusters Score -2437074 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -2437086.250000 Penalty: 4978.791992
	Iteration 47Q: 3 clusters Score -2437086 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -2437087.000000 Penalty: 4978.791992
	Iteration 48Q: 3 clusters Score -2437087 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -2437094.250000 Penalty: 4978.791992
	Iteration 49Q: 3 clusters Score -2437094 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -2437107.000000 Penalty: 4978.791992
	Iteration 50Q: 3 clusters Score -2437107 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -2437110.750000 Penalty: 4978.791992
	Iteration 51Q: 3 clusters Score -2437111 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -2437118.750000 Penalty: 4978.791992
	Iteration 52Q: 3 clusters Score -2437119 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -2437119.250000 Penalty: 4978.791992
	Iteration 53Q: 3 clusters Score -2437119 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -2437121.500000 Penalty: 4978.791992
	Iteration 54Q: 3 clusters Score -2437122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -2437119.500000 Penalty: 4978.791992
	Iteration 55Q: 3 clusters Score -2437120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -2437115.250000 Penalty: 4978.791992
	Iteration 56Q: 3 clusters Score -2437115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -2437110.750000 Penalty: 4978.791992
	Iteration 57Q: 3 clusters Score -2437111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -2437114.500000 Penalty: 4978.791992
	Iteration 58Q: 3 clusters Score -2437114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -2437126.000000 Penalty: 4978.791992
	Iteration 59Q: 3 clusters Score -2437126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -2437123.000000 Penalty: 4978.791992
	Iteration 60F: 3 clusters Score -2437123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -2437128.250000 Penalty: 4978.791992
	Iteration 61Q: 3 clusters Score -2437128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -2437135.000000 Penalty: 4978.791992
	Iteration 62Q: 3 clusters Score -2437135 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -2437132.750000 Penalty: 4978.791992
	Iteration 63Q: 3 clusters Score -2437133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -2437136.750000 Penalty: 4978.791992
	Iteration 64Q: 3 clusters Score -2437137 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -2437136.500000 Penalty: 4978.791992
	Iteration 65Q: 3 clusters Score -2437136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -2437134.250000 Penalty: 4978.791992
	Iteration 66Q: 3 clusters Score -2437134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -2437136.750000 Penalty: 4978.791992
	Iteration 67Q: 3 clusters Score -2437137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -2437137.000000 Penalty: 4978.791992
	Iteration 68Q: 3 clusters Score -2437137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -2437144.000000 Penalty: 4978.791992
	Iteration 69Q: 3 clusters Score -2437144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -2437149.500000 Penalty: 4978.791992
	Iteration 70Q: 3 clusters Score -2437150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -2437151.000000 Penalty: 4978.791992
	Iteration 71Q: 3 clusters Score -2437151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -2437151.750000 Penalty: 4978.791992
	Iteration 72Q: 3 clusters Score -2437152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -2437150.750000 Penalty: 4978.791992
	Iteration 73Q: 3 clusters Score -2437151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -2437156.750000 Penalty: 4978.791992
	Iteration 74Q: 3 clusters Score -2437157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -2437154.000000 Penalty: 4978.791992
	Iteration 75Q: 3 clusters Score -2437154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -2437153.000000 Penalty: 4978.791992
	Iteration 76Q: 3 clusters Score -2437153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -2437158.500000 Penalty: 4978.791992
	Iteration 77Q: 3 clusters Score -2437158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -2437158.500000 Penalty: 4978.791992
	Iteration 78F: 3 clusters Score -2437158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (29807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Entering Unmasked Estep 
Score: -3088977.000000 Penalty: 2555.019775
	Iteration 0F: 2 clusters Score -3088977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -3068480.500000 Penalty: 5110.039551
	Iteration 0F: 3 clusters Score -3068480 nChanged 13366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -3075880.250000 Penalty: 5110.039551
	Iteration 1F: 3 clusters Score -3075880 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -3076502.250000 Penalty: 5110.039551
	Iteration 2F: 3 clusters Score -3076502 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -3077135.250000 Penalty: 5110.039551
	Iteration 3Q: 3 clusters Score -3077135 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -3077825.750000 Penalty: 5110.039551
	Iteration 4Q: 3 clusters Score -3077826 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -3078638.250000 Penalty: 5110.039551
	Iteration 5F: 3 clusters Score -3078638 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -3079664.250000 Penalty: 5110.039551
	Iteration 6F: 3 clusters Score -3079664 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -3080920.750000 Penalty: 5110.039551
	Iteration 7F: 3 clusters Score -3080921 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -3082434.500000 Penalty: 5110.039551
	Iteration 8F: 3 clusters Score -3082434 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -3084052.500000 Penalty: 5110.039551
	Iteration 9F: 3 clusters Score -3084052 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -3085154.250000 Penalty: 5110.039551
	Iteration 10Q: 3 clusters Score -3085154 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -3085789.750000 Penalty: 5110.039551
	Iteration 11Q: 3 clusters Score -3085790 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -3086148.750000 Penalty: 5110.039551
	Iteration 12Q: 3 clusters Score -3086149 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -3086341.250000 Penalty: 5110.039551
	Iteration 13Q: 3 clusters Score -3086341 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -3086441.500000 Penalty: 5110.039551
	Iteration 14Q: 3 clusters Score -3086442 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -3086518.500000 Penalty: 5110.039551
	Iteration 15Q: 3 clusters Score -3086518 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -3086559.250000 Penalty: 5110.039551
	Iteration 16Q: 3 clusters Score -3086559 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -3086604.750000 Penalty: 5110.039551
	Iteration 17Q: 3 clusters Score -3086605 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -3086636.500000 Penalty: 5110.039551
	Iteration 18Q: 3 clusters Score -3086636 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -3086657.500000 Penalty: 5110.039551
	Iteration 19Q: 3 clusters Score -3086658 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -3086672.250000 Penalty: 5110.039551
	Iteration 20F: 3 clusters Score -3086672 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -3086687.000000 Penalty: 5110.039551
	Iteration 21Q: 3 clusters Score -3086687 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -3086700.250000 Penalty: 5110.039551
	Iteration 22Q: 3 clusters Score -3086700 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -3086706.750000 Penalty: 5110.039551
	Iteration 23Q: 3 clusters Score -3086707 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -3086714.250000 Penalty: 5110.039551
	Iteration 24Q: 3 clusters Score -3086714 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -3086721.500000 Penalty: 5110.039551
	Iteration 25Q: 3 clusters Score -3086722 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -3086732.250000 Penalty: 5110.039551
	Iteration 26Q: 3 clusters Score -3086732 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -3086743.000000 Penalty: 5110.039551
	Iteration 27Q: 3 clusters Score -3086743 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -3086755.500000 Penalty: 5110.039551
	Iteration 28Q: 3 clusters Score -3086756 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -3086769.500000 Penalty: 5110.039551
	Iteration 29Q: 3 clusters Score -3086770 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -3086780.750000 Penalty: 5110.039551
	Iteration 30Q: 3 clusters Score -3086781 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -3086794.250000 Penalty: 5110.039551
	Iteration 31Q: 3 clusters Score -3086794 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -3086807.000000 Penalty: 5110.039551
	Iteration 32Q: 3 clusters Score -3086807 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -3086816.250000 Penalty: 5110.039551
	Iteration 33Q: 3 clusters Score -3086816 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -3086825.500000 Penalty: 5110.039551
	Iteration 34Q: 3 clusters Score -3086826 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -3086843.000000 Penalty: 5110.039551
	Iteration 35Q: 3 clusters Score -3086843 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -3086852.500000 Penalty: 5110.039551
	Iteration 36Q: 3 clusters Score -3086852 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -3086874.750000 Penalty: 5110.039551
	Iteration 37Q: 3 clusters Score -3086875 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -3086883.250000 Penalty: 5110.039551
	Iteration 38Q: 3 clusters Score -3086883 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -3086894.250000 Penalty: 5110.039551
	Iteration 39Q: 3 clusters Score -3086894 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -3086908.500000 Penalty: 5110.039551
	Iteration 40F: 3 clusters Score -3086908 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -3086915.250000 Penalty: 5110.039551
	Iteration 41Q: 3 clusters Score -3086915 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -3086939.250000 Penalty: 5110.039551
	Iteration 42Q: 3 clusters Score -3086939 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -3086952.000000 Penalty: 5110.039551
	Iteration 43Q: 3 clusters Score -3086952 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -3086965.250000 Penalty: 5110.039551
	Iteration 44Q: 3 clusters Score -3086965 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -3086966.250000 Penalty: 5110.039551
	Iteration 45Q: 3 clusters Score -3086966 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -3086981.250000 Penalty: 5110.039551
	Iteration 46Q: 3 clusters Score -3086981 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -3087000.500000 Penalty: 5110.039551
	Iteration 47Q: 3 clusters Score -3087000 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -3087000.000000 Penalty: 5110.039551
	Iteration 48Q: 3 clusters Score -3087000 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -3087017.250000 Penalty: 5110.039551
	Iteration 49Q: 3 clusters Score -3087017 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -3087025.750000 Penalty: 5110.039551
	Iteration 50Q: 3 clusters Score -3087026 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -3087042.250000 Penalty: 5110.039551
	Iteration 51Q: 3 clusters Score -3087042 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -3087050.250000 Penalty: 5110.039551
	Iteration 52Q: 3 clusters Score -3087050 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -3087064.500000 Penalty: 5110.039551
	Iteration 53Q: 3 clusters Score -3087064 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -3087069.250000 Penalty: 5110.039551
	Iteration 54Q: 3 clusters Score -3087069 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -3087068.250000 Penalty: 5110.039551
	Iteration 55Q: 3 clusters Score -3087068 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -3087074.000000 Penalty: 5110.039551
	Iteration 56Q: 3 clusters Score -3087074 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -3087099.750000 Penalty: 5110.039551
	Iteration 57Q: 3 clusters Score -3087100 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -3087119.500000 Penalty: 5110.039551
	Iteration 58Q: 3 clusters Score -3087120 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -3087119.000000 Penalty: 5110.039551
	Iteration 59Q: 3 clusters Score -3087119 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -3087130.000000 Penalty: 5110.039551
	Iteration 60F: 3 clusters Score -3087130 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -3087143.000000 Penalty: 5110.039551
	Iteration 61Q: 3 clusters Score -3087143 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -3087152.750000 Penalty: 5110.039551
	Iteration 62Q: 3 clusters Score -3087153 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -3087151.750000 Penalty: 5110.039551
	Iteration 63Q: 3 clusters Score -3087152 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -3087160.000000 Penalty: 5110.039551
	Iteration 64Q: 3 clusters Score -3087160 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -3087189.750000 Penalty: 5110.039551
	Iteration 65Q: 3 clusters Score -3087190 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -3087194.500000 Penalty: 5110.039551
	Iteration 66Q: 3 clusters Score -3087194 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -3087196.250000 Penalty: 5110.039551
	Iteration 67Q: 3 clusters Score -3087196 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -3087196.000000 Penalty: 5110.039551
	Iteration 68Q: 3 clusters Score -3087196 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -3087196.000000 Penalty: 5110.039551
	Iteration 69Q: 3 clusters Score -3087196 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -3087201.000000 Penalty: 5110.039551
	Iteration 70Q: 3 clusters Score -3087201 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -3087199.500000 Penalty: 5110.039551
	Iteration 71Q: 3 clusters Score -3087200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -3087207.250000 Penalty: 5110.039551
	Iteration 72Q: 3 clusters Score -3087207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -3087215.500000 Penalty: 5110.039551
	Iteration 73Q: 3 clusters Score -3087216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -3087211.250000 Penalty: 5110.039551
	Iteration 74Q: 3 clusters Score -3087211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -3087206.750000 Penalty: 5110.039551
	Iteration 75Q: 3 clusters Score -3087207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -3087208.750000 Penalty: 5110.039551
	Iteration 76Q: 3 clusters Score -3087209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -3087215.000000 Penalty: 5110.039551
	Iteration 77Q: 3 clusters Score -3087215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -3087213.000000 Penalty: 5110.039551
	Iteration 78Q: 3 clusters Score -3087213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -3087216.750000 Penalty: 5110.039551
	Iteration 79Q: 3 clusters Score -3087217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -3087216.750000 Penalty: 5110.039551
	Iteration 80F: 3 clusters Score -3087217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (21013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Entering Unmasked Estep 
Score: -2218083.500000 Penalty: 2468.318359
	Iteration 0F: 2 clusters Score -2218084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -2203473.500000 Penalty: 4936.636719
	Iteration 0F: 3 clusters Score -2203474 nChanged 9248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -2209245.250000 Penalty: 4936.636719
	Iteration 1F: 3 clusters Score -2209245 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -2211082.250000 Penalty: 4936.636719
	Iteration 2F: 3 clusters Score -2211082 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -2213295.500000 Penalty: 4936.636719
	Iteration 3F: 3 clusters Score -2213296 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -2215442.000000 Penalty: 4936.636719
	Iteration 4F: 3 clusters Score -2215442 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -2217031.000000 Penalty: 4936.636719
	Iteration 5F: 3 clusters Score -2217031 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -2218041.500000 Penalty: 4936.636719
	Iteration 6F: 3 clusters Score -2218042 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -2218784.000000 Penalty: 4936.636719
	Iteration 7Q: 3 clusters Score -2218784 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -2219571.250000 Penalty: 4936.636719
	Iteration 8Q: 3 clusters Score -2219571 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -2220417.250000 Penalty: 4936.636719
	Iteration 9Q: 3 clusters Score -2220417 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -2221057.750000 Penalty: 4936.636719
	Iteration 10Q: 3 clusters Score -2221058 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2221333.750000 Penalty: 4936.636719
	Iteration 11Q: 3 clusters Score -2221334 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -2221456.250000 Penalty: 4936.636719
	Iteration 12Q: 3 clusters Score -2221456 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -2221517.250000 Penalty: 4936.636719
	Iteration 13Q: 3 clusters Score -2221517 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -2221589.750000 Penalty: 4936.636719
	Iteration 14Q: 3 clusters Score -2221590 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -2221630.500000 Penalty: 4936.636719
	Iteration 15Q: 3 clusters Score -2221630 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -2221677.250000 Penalty: 4936.636719
	Iteration 16Q: 3 clusters Score -2221677 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -2221716.750000 Penalty: 4936.636719
	Iteration 17Q: 3 clusters Score -2221717 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -2221732.000000 Penalty: 4936.636719
	Iteration 18Q: 3 clusters Score -2221732 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -2221744.000000 Penalty: 4936.636719
	Iteration 19Q: 3 clusters Score -2221744 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -2221755.000000 Penalty: 4936.636719
	Iteration 20F: 3 clusters Score -2221755 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -2221753.750000 Penalty: 4936.636719
	Iteration 21Q: 3 clusters Score -2221754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -2221755.500000 Penalty: 4936.636719
	Iteration 22Q: 3 clusters Score -2221756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -2221760.250000 Penalty: 4936.636719
	Iteration 23Q: 3 clusters Score -2221760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -2221763.750000 Penalty: 4936.636719
	Iteration 24Q: 3 clusters Score -2221764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -2221763.500000 Penalty: 4936.636719
	Iteration 25Q: 3 clusters Score -2221764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -2221765.500000 Penalty: 4936.636719
	Iteration 26Q: 3 clusters Score -2221766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -2221763.000000 Penalty: 4936.636719
	Iteration 27Q: 3 clusters Score -2221763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -2221763.000000 Penalty: 4936.636719
	Iteration 28F: 3 clusters Score -2221763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 142554 members 
Mstep: Class 2 contains 965 members 
Mstep: Class 3 contains 14656 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 15713 members 
Mstep: Class 6 contains 73663 members 
Mstep: Class 7 contains 9000 members 
Mstep: Class 8 contains 1019 members 
Mstep: Class 9 contains 184328 members 
Mstep: Class 10 contains 13200 members 
Mstep: Class 11 contains 50913 members 
Mstep: Class 12 contains 4646 members 
Mstep: Class 13 contains 6570 members 
Mstep: Class 14 contains 71404 members 
Mstep: Class 15 contains 13156 members 
Mstep: Class 16 contains 33785 members 
Mstep: Class 17 contains 28607 members 
Mstep: Class 18 contains 104076 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 6763 members 
Mstep: Class 21 contains 36440 members 
Mstep: Class 22 contains 1415 members 
Mstep: Class 23 contains 3174 members 
Mstep: Class 24 contains 32335 members 
Mstep: Class 25 contains 2964 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 2131 members 
Mstep: Class 28 contains 22877 members 
Mstep: Class 29 contains 29807 members 
Mstep: Class 30 contains 3238 members 
Mstep: Class 31 contains 13833 members 
Mstep: Class 32 contains 12509 members 
Mstep: Class 33 contains 56722 members 
Mstep: Class 34 contains 27568 members 
Mstep: Class 35 contains 14588 members 
Mstep: Class 36 contains 1128 members 
Mstep: Class 37 contains 17475 members 
Mstep: Class 38 contains 1508 members 
Mstep: Class 39 contains 2376 members 
Mstep: Class 40 contains 573 members 
Mstep: Class 41 contains 9095 members 
Mstep: Class 42 contains 1459 members 
Mstep: Class 43 contains 7698 members 
Mstep: Class 44 contains 4430 members 
Mstep: Class 45 contains 17775 members 
Entering Unmasked Estep 
Score: -115117504.000000 Penalty: 155289.359375
Splitting cluster 30 changes total score from -115070296.000000 to -115117504.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 31 (13833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Entering Unmasked Estep 
Score: -1449551.875000 Penalty: 2364.633301
	Iteration 0F: 2 clusters Score -1449552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1439472.750000 Penalty: 4729.266602
	Iteration 0F: 3 clusters Score -1439473 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1442757.375000 Penalty: 4729.266602
	Iteration 1F: 3 clusters Score -1442757 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1443439.375000 Penalty: 4729.266602
	Iteration 2F: 3 clusters Score -1443439 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1444076.875000 Penalty: 4729.266602
	Iteration 3F: 3 clusters Score -1444077 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1444681.250000 Penalty: 4729.266602
	Iteration 4F: 3 clusters Score -1444681 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1445198.000000 Penalty: 4729.266602
	Iteration 5F: 3 clusters Score -1445198 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1445604.875000 Penalty: 4729.266602
	Iteration 6Q: 3 clusters Score -1445605 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1445931.875000 Penalty: 4729.266602
	Iteration 7Q: 3 clusters Score -1445932 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1446219.625000 Penalty: 4729.266602
	Iteration 8Q: 3 clusters Score -1446220 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1446489.750000 Penalty: 4729.266602
	Iteration 9Q: 3 clusters Score -1446490 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1446768.750000 Penalty: 4729.266602
	Iteration 10Q: 3 clusters Score -1446769 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1447035.125000 Penalty: 4729.266602
	Iteration 11Q: 3 clusters Score -1447035 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1447295.875000 Penalty: 4729.266602
	Iteration 12Q: 3 clusters Score -1447296 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1447552.625000 Penalty: 4729.266602
	Iteration 13Q: 3 clusters Score -1447553 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1447789.500000 Penalty: 4729.266602
	Iteration 14Q: 3 clusters Score -1447790 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1447967.500000 Penalty: 4729.266602
	Iteration 15Q: 3 clusters Score -1447968 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1448072.375000 Penalty: 4729.266602
	Iteration 16Q: 3 clusters Score -1448072 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1448145.625000 Penalty: 4729.266602
	Iteration 17Q: 3 clusters Score -1448146 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1448193.375000 Penalty: 4729.266602
	Iteration 18Q: 3 clusters Score -1448193 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1448222.625000 Penalty: 4729.266602
	Iteration 19Q: 3 clusters Score -1448223 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1448245.500000 Penalty: 4729.266602
	Iteration 20F: 3 clusters Score -1448246 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1448270.500000 Penalty: 4729.266602
	Iteration 21Q: 3 clusters Score -1448270 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1448278.375000 Penalty: 4729.266602
	Iteration 22Q: 3 clusters Score -1448278 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1448292.125000 Penalty: 4729.266602
	Iteration 23Q: 3 clusters Score -1448292 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1448301.375000 Penalty: 4729.266602
	Iteration 24Q: 3 clusters Score -1448301 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1448316.250000 Penalty: 4729.266602
	Iteration 25Q: 3 clusters Score -1448316 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1448320.000000 Penalty: 4729.266602
	Iteration 26Q: 3 clusters Score -1448320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1448321.125000 Penalty: 4729.266602
	Iteration 27Q: 3 clusters Score -1448321 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1448326.125000 Penalty: 4729.266602
	Iteration 28Q: 3 clusters Score -1448326 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1448330.625000 Penalty: 4729.266602
	Iteration 29Q: 3 clusters Score -1448331 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1448337.250000 Penalty: 4729.266602
	Iteration 30Q: 3 clusters Score -1448337 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1448340.500000 Penalty: 4729.266602
	Iteration 31Q: 3 clusters Score -1448340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1448340.250000 Penalty: 4729.266602
	Iteration 32Q: 3 clusters Score -1448340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1448341.250000 Penalty: 4729.266602
	Iteration 33Q: 3 clusters Score -1448341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1448346.125000 Penalty: 4729.266602
	Iteration 34Q: 3 clusters Score -1448346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1448347.875000 Penalty: 4729.266602
	Iteration 35Q: 3 clusters Score -1448348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1448341.625000 Penalty: 4729.266602
	Iteration 36Q: 3 clusters Score -1448342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1448341.250000 Penalty: 4729.266602
	Iteration 37Q: 3 clusters Score -1448341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1448342.875000 Penalty: 4729.266602
	Iteration 38Q: 3 clusters Score -1448343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1448343.375000 Penalty: 4729.266602
	Iteration 39Q: 3 clusters Score -1448343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1448344.125000 Penalty: 4729.266602
	Iteration 40F: 3 clusters Score -1448344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1448342.250000 Penalty: 4729.266602
	Iteration 41Q: 3 clusters Score -1448342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1448346.000000 Penalty: 4729.266602
	Iteration 42Q: 3 clusters Score -1448346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1448346.000000 Penalty: 4729.266602
	Iteration 43Q: 3 clusters Score -1448346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1448345.375000 Penalty: 4729.266602
	Iteration 44Q: 3 clusters Score -1448345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1448348.000000 Penalty: 4729.266602
	Iteration 45Q: 3 clusters Score -1448348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1448349.000000 Penalty: 4729.266602
	Iteration 46Q: 3 clusters Score -1448349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1448349.250000 Penalty: 4729.266602
	Iteration 47Q: 3 clusters Score -1448349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1448349.750000 Penalty: 4729.266602
	Iteration 48Q: 3 clusters Score -1448350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1448351.625000 Penalty: 4729.266602
	Iteration 49Q: 3 clusters Score -1448352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1448354.875000 Penalty: 4729.266602
	Iteration 50Q: 3 clusters Score -1448355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1448354.375000 Penalty: 4729.266602
	Iteration 51Q: 3 clusters Score -1448354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1448356.000000 Penalty: 4729.266602
	Iteration 52Q: 3 clusters Score -1448356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1448354.500000 Penalty: 4729.266602
	Iteration 53Q: 3 clusters Score -1448354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1448356.875000 Penalty: 4729.266602
	Iteration 54Q: 3 clusters Score -1448357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1448357.250000 Penalty: 4729.266602
	Iteration 55Q: 3 clusters Score -1448357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1448358.500000 Penalty: 4729.266602
	Iteration 56Q: 3 clusters Score -1448358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1448361.625000 Penalty: 4729.266602
	Iteration 57Q: 3 clusters Score -1448362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1448360.625000 Penalty: 4729.266602
	Iteration 58Q: 3 clusters Score -1448361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1448362.375000 Penalty: 4729.266602
	Iteration 59Q: 3 clusters Score -1448362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1448360.250000 Penalty: 4729.266602
	Iteration 60F: 3 clusters Score -1448360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1448360.500000 Penalty: 4729.266602
	Iteration 61Q: 3 clusters Score -1448360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1448360.750000 Penalty: 4729.266602
	Iteration 62Q: 3 clusters Score -1448361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1448359.125000 Penalty: 4729.266602
	Iteration 63Q: 3 clusters Score -1448359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1448359.750000 Penalty: 4729.266602
	Iteration 64Q: 3 clusters Score -1448360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1448359.500000 Penalty: 4729.266602
	Iteration 65Q: 3 clusters Score -1448360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1448359.000000 Penalty: 4729.266602
	Iteration 66Q: 3 clusters Score -1448359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1448359.000000 Penalty: 4729.266602
	Iteration 67F: 3 clusters Score -1448359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (12509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Entering Unmasked Estep 
Score: -1308430.000000 Penalty: 2339.682617
	Iteration 0F: 2 clusters Score -1308430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1299266.000000 Penalty: 4679.365234
	Iteration 0F: 3 clusters Score -1299266 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1302419.875000 Penalty: 4679.365234
	Iteration 1F: 3 clusters Score -1302420 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1303514.625000 Penalty: 4679.365234
	Iteration 2F: 3 clusters Score -1303515 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1304899.500000 Penalty: 4679.365234
	Iteration 3F: 3 clusters Score -1304900 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1306153.500000 Penalty: 4679.365234
	Iteration 4F: 3 clusters Score -1306154 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1307088.625000 Penalty: 4679.365234
	Iteration 5F: 3 clusters Score -1307089 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1307784.000000 Penalty: 4679.365234
	Iteration 6F: 3 clusters Score -1307784 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1308293.125000 Penalty: 4679.365234
	Iteration 7Q: 3 clusters Score -1308293 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1308700.875000 Penalty: 4679.365234
	Iteration 8Q: 3 clusters Score -1308701 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1308951.625000 Penalty: 4679.365234
	Iteration 9Q: 3 clusters Score -1308952 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1309074.875000 Penalty: 4679.365234
	Iteration 10Q: 3 clusters Score -1309075 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1309134.125000 Penalty: 4679.365234
	Iteration 11Q: 3 clusters Score -1309134 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1309168.875000 Penalty: 4679.365234
	Iteration 12Q: 3 clusters Score -1309169 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1309194.750000 Penalty: 4679.365234
	Iteration 13Q: 3 clusters Score -1309195 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1309217.500000 Penalty: 4679.365234
	Iteration 14Q: 3 clusters Score -1309218 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1309230.875000 Penalty: 4679.365234
	Iteration 15Q: 3 clusters Score -1309231 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1309239.750000 Penalty: 4679.365234
	Iteration 16Q: 3 clusters Score -1309240 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1309256.375000 Penalty: 4679.365234
	Iteration 17Q: 3 clusters Score -1309256 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1309265.875000 Penalty: 4679.365234
	Iteration 18Q: 3 clusters Score -1309266 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1309272.000000 Penalty: 4679.365234
	Iteration 19Q: 3 clusters Score -1309272 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1309279.250000 Penalty: 4679.365234
	Iteration 20F: 3 clusters Score -1309279 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1309283.625000 Penalty: 4679.365234
	Iteration 21Q: 3 clusters Score -1309284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1309287.625000 Penalty: 4679.365234
	Iteration 22Q: 3 clusters Score -1309288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1309289.750000 Penalty: 4679.365234
	Iteration 23Q: 3 clusters Score -1309290 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1309296.250000 Penalty: 4679.365234
	Iteration 24Q: 3 clusters Score -1309296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1309295.000000 Penalty: 4679.365234
	Iteration 25Q: 3 clusters Score -1309295 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1309305.250000 Penalty: 4679.365234
	Iteration 26Q: 3 clusters Score -1309305 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1309309.375000 Penalty: 4679.365234
	Iteration 27Q: 3 clusters Score -1309309 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1309322.625000 Penalty: 4679.365234
	Iteration 28Q: 3 clusters Score -1309323 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1309336.500000 Penalty: 4679.365234
	Iteration 29Q: 3 clusters Score -1309336 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1309347.750000 Penalty: 4679.365234
	Iteration 30Q: 3 clusters Score -1309348 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1309359.750000 Penalty: 4679.365234
	Iteration 31Q: 3 clusters Score -1309360 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1309379.125000 Penalty: 4679.365234
	Iteration 32Q: 3 clusters Score -1309379 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1309393.250000 Penalty: 4679.365234
	Iteration 33Q: 3 clusters Score -1309393 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1309410.750000 Penalty: 4679.365234
	Iteration 34Q: 3 clusters Score -1309411 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1309432.125000 Penalty: 4679.365234
	Iteration 35Q: 3 clusters Score -1309432 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1309454.125000 Penalty: 4679.365234
	Iteration 36Q: 3 clusters Score -1309454 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1309490.500000 Penalty: 4679.365234
	Iteration 37Q: 3 clusters Score -1309490 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1309546.750000 Penalty: 4679.365234
	Iteration 38Q: 3 clusters Score -1309547 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1309613.625000 Penalty: 4679.365234
	Iteration 39Q: 3 clusters Score -1309614 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1309723.750000 Penalty: 4679.365234
	Iteration 40F: 3 clusters Score -1309724 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1310009.250000 Penalty: 4679.365234
	Iteration 41Q: 3 clusters Score -1310009 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1310515.250000 Penalty: 4679.365234
	Iteration 42Q: 3 clusters Score -1310515 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1311262.750000 Penalty: 4679.365234
	Iteration 43Q: 3 clusters Score -1311263 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1312733.875000 Penalty: 4679.365234
	Iteration 44Q: 3 clusters Score -1312734 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1313615.125000 Penalty: 4679.365234
	Iteration 45Q: 3 clusters Score -1313615 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1313714.875000 Penalty: 4679.365234
	Iteration 46Q: 3 clusters Score -1313715 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1313730.500000 Penalty: 4679.365234
	Iteration 47Q: 3 clusters Score -1313730 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1313736.375000 Penalty: 4679.365234
	Iteration 48Q: 3 clusters Score -1313736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1313742.375000 Penalty: 4679.365234
	Iteration 49Q: 3 clusters Score -1313742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1313744.000000 Penalty: 4679.365234
	Iteration 50Q: 3 clusters Score -1313744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1313743.625000 Penalty: 4679.365234
	Iteration 51Q: 3 clusters Score -1313744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1313740.000000 Penalty: 4679.365234
	Iteration 52Q: 3 clusters Score -1313740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1313738.250000 Penalty: 4679.365234
	Iteration 53Q: 3 clusters Score -1313738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1313739.125000 Penalty: 4679.365234
	Iteration 54Q: 3 clusters Score -1313739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1313739.125000 Penalty: 4679.365234
	Iteration 55F: 3 clusters Score -1313739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 142554 members 
Mstep: Class 2 contains 965 members 
Mstep: Class 3 contains 14656 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 15713 members 
Mstep: Class 6 contains 73663 members 
Mstep: Class 7 contains 9000 members 
Mstep: Class 8 contains 1019 members 
Mstep: Class 9 contains 184328 members 
Mstep: Class 10 contains 13200 members 
Mstep: Class 11 contains 50913 members 
Mstep: Class 12 contains 4646 members 
Mstep: Class 13 contains 6570 members 
Mstep: Class 14 contains 71404 members 
Mstep: Class 15 contains 13156 members 
Mstep: Class 16 contains 33785 members 
Mstep: Class 17 contains 28607 members 
Mstep: Class 18 contains 104076 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 6763 members 
Mstep: Class 21 contains 36440 members 
Mstep: Class 22 contains 1415 members 
Mstep: Class 23 contains 3174 members 
Mstep: Class 24 contains 32335 members 
Mstep: Class 25 contains 2964 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 2131 members 
Mstep: Class 28 contains 22877 members 
Mstep: Class 29 contains 29807 members 
Mstep: Class 30 contains 3238 members 
Mstep: Class 31 contains 13833 members 
Mstep: Class 32 contains 7380 members 
Mstep: Class 33 contains 56722 members 
Mstep: Class 34 contains 27568 members 
Mstep: Class 35 contains 14588 members 
Mstep: Class 36 contains 1128 members 
Mstep: Class 37 contains 17475 members 
Mstep: Class 38 contains 1508 members 
Mstep: Class 39 contains 2376 members 
Mstep: Class 40 contains 573 members 
Mstep: Class 41 contains 9095 members 
Mstep: Class 42 contains 1459 members 
Mstep: Class 43 contains 7698 members 
Mstep: Class 44 contains 4430 members 
Mstep: Class 45 contains 17775 members 
Mstep: Class 46 contains 5129 members 
Entering Unmasked Estep 
Score: -115121704.000000 Penalty: 158740.234375
Splitting cluster 32 changes total score from -115070296.000000 to -115121704.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 33 (56722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56722 members 
Entering Unmasked Estep 
Score: -6093818.000000 Penalty: 2714.587402
	Iteration 0F: 2 clusters Score -6093818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -6055542.500000 Penalty: 5429.174805
	Iteration 0F: 3 clusters Score -6055542 nChanged 26387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -6070199.500000 Penalty: 5429.174805
	Iteration 1F: 3 clusters Score -6070200 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29213 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -6070738.000000 Penalty: 5429.174805
	Iteration 2Q: 3 clusters Score -6070738 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29746 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -6071313.500000 Penalty: 5429.174805
	Iteration 3Q: 3 clusters Score -6071314 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30542 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -6072006.000000 Penalty: 5429.174805
	Iteration 4Q: 3 clusters Score -6072006 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -6072814.500000 Penalty: 5429.174805
	Iteration 5Q: 3 clusters Score -6072814 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -6073713.000000 Penalty: 5429.174805
	Iteration 6Q: 3 clusters Score -6073713 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -6074960.500000 Penalty: 5429.174805
	Iteration 7Q: 3 clusters Score -6074960 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37940 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -6076724.500000 Penalty: 5429.174805
	Iteration 8F: 3 clusters Score -6076724 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41224 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -6079193.000000 Penalty: 5429.174805
	Iteration 9F: 3 clusters Score -6079193 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44889 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -6082100.500000 Penalty: 5429.174805
	Iteration 10F: 3 clusters Score -6082100 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48456 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -6085185.500000 Penalty: 5429.174805
	Iteration 11F: 3 clusters Score -6085186 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51335 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -6087724.000000 Penalty: 5429.174805
	Iteration 12F: 3 clusters Score -6087724 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53336 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -6089457.500000 Penalty: 5429.174805
	Iteration 13Q: 3 clusters Score -6089458 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54502 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -6090477.000000 Penalty: 5429.174805
	Iteration 14Q: 3 clusters Score -6090477 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55122 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -6090979.000000 Penalty: 5429.174805
	Iteration 15Q: 3 clusters Score -6090979 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55441 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -6091239.000000 Penalty: 5429.174805
	Iteration 16Q: 3 clusters Score -6091239 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55608 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -6091332.500000 Penalty: 5429.174805
	Iteration 17Q: 3 clusters Score -6091332 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55691 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -6091400.500000 Penalty: 5429.174805
	Iteration 18Q: 3 clusters Score -6091400 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55748 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -6091428.000000 Penalty: 5429.174805
	Iteration 19Q: 3 clusters Score -6091428 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55795 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -6091481.500000 Penalty: 5429.174805
	Iteration 20F: 3 clusters Score -6091482 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55824 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -6091488.000000 Penalty: 5429.174805
	Iteration 21Q: 3 clusters Score -6091488 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55847 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -6091515.000000 Penalty: 5429.174805
	Iteration 22Q: 3 clusters Score -6091515 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55871 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -6091542.500000 Penalty: 5429.174805
	Iteration 23Q: 3 clusters Score -6091542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55889 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -6091546.000000 Penalty: 5429.174805
	Iteration 24Q: 3 clusters Score -6091546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55900 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -6091551.500000 Penalty: 5429.174805
	Iteration 25Q: 3 clusters Score -6091552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55911 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -6091561.000000 Penalty: 5429.174805
	Iteration 26Q: 3 clusters Score -6091561 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55921 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -6091571.000000 Penalty: 5429.174805
	Iteration 27Q: 3 clusters Score -6091571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55925 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -6091574.000000 Penalty: 5429.174805
	Iteration 28Q: 3 clusters Score -6091574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55932 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -6091575.000000 Penalty: 5429.174805
	Iteration 29Q: 3 clusters Score -6091575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55943 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -6091573.500000 Penalty: 5429.174805
	Iteration 30Q: 3 clusters Score -6091574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55950 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -6091574.500000 Penalty: 5429.174805
	Iteration 31Q: 3 clusters Score -6091574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55953 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -6091582.500000 Penalty: 5429.174805
	Iteration 32Q: 3 clusters Score -6091582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55955 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -6091593.500000 Penalty: 5429.174805
	Iteration 33Q: 3 clusters Score -6091594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55957 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -6091590.500000 Penalty: 5429.174805
	Iteration 34Q: 3 clusters Score -6091590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55961 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -6091601.500000 Penalty: 5429.174805
	Iteration 35Q: 3 clusters Score -6091602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55966 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -6091600.500000 Penalty: 5429.174805
	Iteration 36Q: 3 clusters Score -6091600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55966 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -6091600.500000 Penalty: 5429.174805
	Iteration 37F: 3 clusters Score -6091600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (27568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Entering Unmasked Estep 
Score: -2951344.000000 Penalty: 2535.653809
	Iteration 0F: 2 clusters Score -2951344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -2932427.500000 Penalty: 5071.307617
	Iteration 0F: 3 clusters Score -2932428 nChanged 12313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -2939246.500000 Penalty: 5071.307617
	Iteration 1F: 3 clusters Score -2939246 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -2939834.000000 Penalty: 5071.307617
	Iteration 2F: 3 clusters Score -2939834 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -2940399.500000 Penalty: 5071.307617
	Iteration 3Q: 3 clusters Score -2940400 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -2941010.750000 Penalty: 5071.307617
	Iteration 4Q: 3 clusters Score -2941011 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -2941723.750000 Penalty: 5071.307617
	Iteration 5Q: 3 clusters Score -2941724 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -2942739.000000 Penalty: 5071.307617
	Iteration 6F: 3 clusters Score -2942739 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -2943997.750000 Penalty: 5071.307617
	Iteration 7F: 3 clusters Score -2943998 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -2945454.500000 Penalty: 5071.307617
	Iteration 8F: 3 clusters Score -2945454 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -2946925.000000 Penalty: 5071.307617
	Iteration 9F: 3 clusters Score -2946925 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -2948127.500000 Penalty: 5071.307617
	Iteration 10F: 3 clusters Score -2948128 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -2949022.500000 Penalty: 5071.307617
	Iteration 11Q: 3 clusters Score -2949022 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -2949604.750000 Penalty: 5071.307617
	Iteration 12Q: 3 clusters Score -2949605 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -2949975.500000 Penalty: 5071.307617
	Iteration 13Q: 3 clusters Score -2949976 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -2950190.750000 Penalty: 5071.307617
	Iteration 14Q: 3 clusters Score -2950191 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -2950374.250000 Penalty: 5071.307617
	Iteration 15Q: 3 clusters Score -2950374 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -2950477.750000 Penalty: 5071.307617
	Iteration 16Q: 3 clusters Score -2950478 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -2950558.000000 Penalty: 5071.307617
	Iteration 17Q: 3 clusters Score -2950558 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -2950614.250000 Penalty: 5071.307617
	Iteration 18Q: 3 clusters Score -2950614 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -2950643.000000 Penalty: 5071.307617
	Iteration 19Q: 3 clusters Score -2950643 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -2950654.000000 Penalty: 5071.307617
	Iteration 20F: 3 clusters Score -2950654 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -2950670.500000 Penalty: 5071.307617
	Iteration 21Q: 3 clusters Score -2950670 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -2950686.000000 Penalty: 5071.307617
	Iteration 22Q: 3 clusters Score -2950686 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -2950691.250000 Penalty: 5071.307617
	Iteration 23Q: 3 clusters Score -2950691 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -2950701.500000 Penalty: 5071.307617
	Iteration 24Q: 3 clusters Score -2950702 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -2950707.750000 Penalty: 5071.307617
	Iteration 25Q: 3 clusters Score -2950708 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -2950717.750000 Penalty: 5071.307617
	Iteration 26Q: 3 clusters Score -2950718 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -2950719.000000 Penalty: 5071.307617
	Iteration 27Q: 3 clusters Score -2950719 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -2950727.000000 Penalty: 5071.307617
	Iteration 28Q: 3 clusters Score -2950727 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -2950737.500000 Penalty: 5071.307617
	Iteration 29Q: 3 clusters Score -2950738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -2950740.000000 Penalty: 5071.307617
	Iteration 30Q: 3 clusters Score -2950740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -2950736.000000 Penalty: 5071.307617
	Iteration 31Q: 3 clusters Score -2950736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -2950748.750000 Penalty: 5071.307617
	Iteration 32Q: 3 clusters Score -2950749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -2950749.250000 Penalty: 5071.307617
	Iteration 33Q: 3 clusters Score -2950749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -2950748.250000 Penalty: 5071.307617
	Iteration 34Q: 3 clusters Score -2950748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -2950753.750000 Penalty: 5071.307617
	Iteration 35Q: 3 clusters Score -2950754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -2950752.000000 Penalty: 5071.307617
	Iteration 36Q: 3 clusters Score -2950752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -2950745.250000 Penalty: 5071.307617
	Iteration 37Q: 3 clusters Score -2950745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -2950748.000000 Penalty: 5071.307617
	Iteration 38Q: 3 clusters Score -2950748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -2950748.250000 Penalty: 5071.307617
	Iteration 39Q: 3 clusters Score -2950748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -2950748.250000 Penalty: 5071.307617
	Iteration 40F: 3 clusters Score -2950748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 142554 members 
Mstep: Class 2 contains 965 members 
Mstep: Class 3 contains 14656 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 15713 members 
Mstep: Class 6 contains 73663 members 
Mstep: Class 7 contains 9000 members 
Mstep: Class 8 contains 1019 members 
Mstep: Class 9 contains 184328 members 
Mstep: Class 10 contains 13200 members 
Mstep: Class 11 contains 50913 members 
Mstep: Class 12 contains 4646 members 
Mstep: Class 13 contains 6570 members 
Mstep: Class 14 contains 71404 members 
Mstep: Class 15 contains 13156 members 
Mstep: Class 16 contains 33785 members 
Mstep: Class 17 contains 28607 members 
Mstep: Class 18 contains 104076 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 6763 members 
Mstep: Class 21 contains 36440 members 
Mstep: Class 22 contains 1415 members 
Mstep: Class 23 contains 3174 members 
Mstep: Class 24 contains 32335 members 
Mstep: Class 25 contains 2964 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 2131 members 
Mstep: Class 28 contains 22877 members 
Mstep: Class 29 contains 29807 members 
Mstep: Class 30 contains 3238 members 
Mstep: Class 31 contains 13833 members 
Mstep: Class 32 contains 7380 members 
Mstep: Class 33 contains 56722 members 
Mstep: Class 34 contains 27568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115131536.000000 Penalty: 158740.234375
Iteration 79Q: 47 clusters Score -1.151315e+08 nChanged 13491
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 143193 members 
Mstep: Class 2 contains 1201 members 
Mstep: Class 3 contains 15006 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 15781 members 
Mstep: Class 6 contains 73644 members 
Mstep: Class 7 contains 9050 members 
Mstep: Class 8 contains 1104 members 
Mstep: Class 9 contains 184298 members 
Mstep: Class 10 contains 13050 members 
Mstep: Class 11 contains 50896 members 
Mstep: Class 12 contains 4521 members 
Mstep: Class 13 contains 6589 members 
Mstep: Class 14 contains 71153 members 
Mstep: Class 15 contains 13158 members 
Mstep: Class 16 contains 35610 members 
Mstep: Class 17 contains 28495 members 
Mstep: Class 18 contains 103982 members 
Mstep: Class 19 contains 809 members 
Mstep: Class 20 contains 7004 members 
Mstep: Class 21 contains 36607 members 
Mstep: Class 22 contains 1442 members 
Mstep: Class 23 contains 3210 members 
Mstep: Class 24 contains 31351 members 
Mstep: Class 25 contains 3737 members 
Mstep: Class 26 contains 4127 members 
Mstep: Class 27 contains 2146 members 
Mstep: Class 28 contains 22551 members 
Mstep: Class 29 contains 29556 members 
Mstep: Class 30 contains 3526 members 
Mstep: Class 31 contains 13844 members 
Mstep: Class 32 contains 7564 members 
Mstep: Class 33 contains 57341 members 
Mstep: Class 34 contains 27469 members 
Mstep: Class 35 contains 14289 members 
Mstep: Class 36 contains 1128 members 
Mstep: Class 37 contains 16721 members 
Mstep: Class 38 contains 1620 members 
Mstep: Class 39 contains 2317 members 
Mstep: Class 40 contains 577 members 
Mstep: Class 41 contains 8773 members 
Mstep: Class 42 contains 1459 members 
Mstep: Class 43 contains 7166 members 
Mstep: Class 44 contains 4115 members 
Mstep: Class 45 contains 16744 members 
Mstep: Class 46 contains 4993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115140664.000000 Penalty: 158740.234375
Iteration 80F: 47 clusters Score -1.151407e+08 nChanged 11538
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 143954 members 
Mstep: Class 2 contains 1353 members 
Mstep: Class 3 contains 14783 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 15765 members 
Mstep: Class 6 contains 73612 members 
Mstep: Class 7 contains 8855 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 184278 members 
Mstep: Class 10 contains 12884 members 
Mstep: Class 11 contains 50722 members 
Mstep: Class 12 contains 4386 members 
Mstep: Class 13 contains 6452 members 
Mstep: Class 14 contains 70401 members 
Mstep: Class 15 contains 13160 members 
Mstep: Class 16 contains 36317 members 
Mstep: Class 17 contains 28221 members 
Mstep: Class 18 contains 103907 members 
Mstep: Class 19 contains 1004 members 
Mstep: Class 20 contains 6784 members 
Mstep: Class 21 contains 36678 members 
Mstep: Class 22 contains 1440 members 
Mstep: Class 23 contains 3151 members 
Mstep: Class 24 contains 30327 members 
Mstep: Class 25 contains 4349 members 
Mstep: Class 26 contains 4052 members 
Mstep: Class 27 contains 2139 members 
Mstep: Class 28 contains 21916 members 
Mstep: Class 29 contains 29075 members 
Mstep: Class 30 contains 3570 members 
Mstep: Class 31 contains 13784 members 
Mstep: Class 32 contains 7587 members 
Mstep: Class 33 contains 57679 members 
Mstep: Class 34 contains 27343 members 
Mstep: Class 35 contains 15072 members 
Mstep: Class 36 contains 1128 members 
Mstep: Class 37 contains 16986 members 
Mstep: Class 38 contains 1669 members 
Mstep: Class 39 contains 2409 members 
Mstep: Class 40 contains 614 members 
Mstep: Class 41 contains 9937 members 
Mstep: Class 42 contains 1462 members 
Mstep: Class 43 contains 7274 members 
Mstep: Class 44 contains 4060 members 
Mstep: Class 45 contains 16147 members 
Mstep: Class 46 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115145120.000000 Penalty: 158740.234375
Iteration 81Q: 47 clusters Score -1.151451e+08 nChanged 8179
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 144700 members 
Mstep: Class 2 contains 1483 members 
Mstep: Class 3 contains 14693 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 15768 members 
Mstep: Class 6 contains 73540 members 
Mstep: Class 7 contains 8738 members 
Mstep: Class 8 contains 1160 members 
Mstep: Class 9 contains 184170 members 
Mstep: Class 10 contains 12801 members 
Mstep: Class 11 contains 50721 members 
Mstep: Class 12 contains 4244 members 
Mstep: Class 13 contains 6344 members 
Mstep: Class 14 contains 69879 members 
Mstep: Class 15 contains 13162 members 
Mstep: Class 16 contains 36840 members 
Mstep: Class 17 contains 28039 members 
Mstep: Class 18 contains 103810 members 
Mstep: Class 19 contains 1171 members 
Mstep: Class 20 contains 6759 members 
Mstep: Class 21 contains 36798 members 
Mstep: Class 22 contains 1434 members 
Mstep: Class 23 contains 3124 members 
Mstep: Class 24 contains 29298 members 
Mstep: Class 25 contains 4867 members 
Mstep: Class 26 contains 3998 members 
Mstep: Class 27 contains 2134 members 
Mstep: Class 28 contains 21473 members 
Mstep: Class 29 contains 28753 members 
Mstep: Class 30 contains 3574 members 
Mstep: Class 31 contains 13753 members 
Mstep: Class 32 contains 7624 members 
Mstep: Class 33 contains 57970 members 
Mstep: Class 34 contains 27261 members 
Mstep: Class 35 contains 15603 members 
Mstep: Class 36 contains 1129 members 
Mstep: Class 37 contains 17093 members 
Mstep: Class 38 contains 1699 members 
Mstep: Class 39 contains 2422 members 
Mstep: Class 40 contains 619 members 
Mstep: Class 41 contains 10686 members 
Mstep: Class 42 contains 1468 members 
Mstep: Class 43 contains 7408 members 
Mstep: Class 44 contains 4024 members 
Mstep: Class 45 contains 15568 members 
Mstep: Class 46 contains 5117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115148128.000000 Penalty: 158740.234375
Iteration 82Q: 47 clusters Score -1.151481e+08 nChanged 6683
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 145393 members 
Mstep: Class 2 contains 1589 members 
Mstep: Class 3 contains 14620 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 15814 members 
Mstep: Class 6 contains 73458 members 
Mstep: Class 7 contains 8620 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 184031 members 
Mstep: Class 10 contains 12752 members 
Mstep: Class 11 contains 50743 members 
Mstep: Class 12 contains 4140 members 
Mstep: Class 13 contains 6256 members 
Mstep: Class 14 contains 69505 members 
Mstep: Class 15 contains 13165 members 
Mstep: Class 16 contains 37257 members 
Mstep: Class 17 contains 27922 members 
Mstep: Class 18 contains 103710 members 
Mstep: Class 19 contains 1311 members 
Mstep: Class 20 contains 6771 members 
Mstep: Class 21 contains 36912 members 
Mstep: Class 22 contains 1433 members 
Mstep: Class 23 contains 3117 members 
Mstep: Class 24 contains 28358 members 
Mstep: Class 25 contains 5204 members 
Mstep: Class 26 contains 3957 members 
Mstep: Class 27 contains 2128 members 
Mstep: Class 28 contains 21075 members 
Mstep: Class 29 contains 28535 members 
Mstep: Class 30 contains 3573 members 
Mstep: Class 31 contains 13751 members 
Mstep: Class 32 contains 7661 members 
Mstep: Class 33 contains 58259 members 
Mstep: Class 34 contains 27172 members 
Mstep: Class 35 contains 15963 members 
Mstep: Class 36 contains 1130 members 
Mstep: Class 37 contains 17160 members 
Mstep: Class 38 contains 1715 members 
Mstep: Class 39 contains 2426 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 11170 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 7612 members 
Mstep: Class 44 contains 4008 members 
Mstep: Class 45 contains 15152 members 
Mstep: Class 46 contains 5121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115149968.000000 Penalty: 158740.234375
Iteration 83Q: 47 clusters Score -1.1515e+08 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 146070 members 
Mstep: Class 2 contains 1651 members 
Mstep: Class 3 contains 14599 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 15888 members 
Mstep: Class 6 contains 73380 members 
Mstep: Class 7 contains 8534 members 
Mstep: Class 8 contains 1214 members 
Mstep: Class 9 contains 183861 members 
Mstep: Class 10 contains 12699 members 
Mstep: Class 11 contains 50795 members 
Mstep: Class 12 contains 4031 members 
Mstep: Class 13 contains 6194 members 
Mstep: Class 14 contains 69218 members 
Mstep: Class 15 contains 13158 members 
Mstep: Class 16 contains 37619 members 
Mstep: Class 17 contains 27805 members 
Mstep: Class 18 contains 103599 members 
Mstep: Class 19 contains 1423 members 
Mstep: Class 20 contains 6748 members 
Mstep: Class 21 contains 37068 members 
Mstep: Class 22 contains 1428 members 
Mstep: Class 23 contains 3107 members 
Mstep: Class 24 contains 27453 members 
Mstep: Class 25 contains 5338 members 
Mstep: Class 26 contains 3929 members 
Mstep: Class 27 contains 2126 members 
Mstep: Class 28 contains 20772 members 
Mstep: Class 29 contains 28395 members 
Mstep: Class 30 contains 3572 members 
Mstep: Class 31 contains 13751 members 
Mstep: Class 32 contains 7691 members 
Mstep: Class 33 contains 58496 members 
Mstep: Class 34 contains 27095 members 
Mstep: Class 35 contains 16223 members 
Mstep: Class 36 contains 1131 members 
Mstep: Class 37 contains 17224 members 
Mstep: Class 38 contains 1720 members 
Mstep: Class 39 contains 2433 members 
Mstep: Class 40 contains 615 members 
Mstep: Class 41 contains 11565 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 7812 members 
Mstep: Class 44 contains 4016 members 
Mstep: Class 45 contains 14858 members 
Mstep: Class 46 contains 5139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115150976.000000 Penalty: 158740.234375
Iteration 84Q: 47 clusters Score -1.15151e+08 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 146756 members 
Mstep: Class 2 contains 1685 members 
Mstep: Class 3 contains 14587 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 15958 members 
Mstep: Class 6 contains 73298 members 
Mstep: Class 7 contains 8465 members 
Mstep: Class 8 contains 1270 members 
Mstep: Class 9 contains 183695 members 
Mstep: Class 10 contains 12677 members 
Mstep: Class 11 contains 50897 members 
Mstep: Class 12 contains 3933 members 
Mstep: Class 13 contains 6156 members 
Mstep: Class 14 contains 68947 members 
Mstep: Class 15 contains 13157 members 
Mstep: Class 16 contains 37915 members 
Mstep: Class 17 contains 27715 members 
Mstep: Class 18 contains 103484 members 
Mstep: Class 19 contains 1499 members 
Mstep: Class 20 contains 6726 members 
Mstep: Class 21 contains 37216 members 
Mstep: Class 22 contains 1419 members 
Mstep: Class 23 contains 3101 members 
Mstep: Class 24 contains 26522 members 
Mstep: Class 25 contains 5332 members 
Mstep: Class 26 contains 3910 members 
Mstep: Class 27 contains 2126 members 
Mstep: Class 28 contains 20508 members 
Mstep: Class 29 contains 28295 members 
Mstep: Class 30 contains 3577 members 
Mstep: Class 31 contains 13757 members 
Mstep: Class 32 contains 7719 members 
Mstep: Class 33 contains 58698 members 
Mstep: Class 34 contains 27045 members 
Mstep: Class 35 contains 16468 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17276 members 
Mstep: Class 38 contains 1728 members 
Mstep: Class 39 contains 2434 members 
Mstep: Class 40 contains 615 members 
Mstep: Class 41 contains 11860 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 8029 members 
Mstep: Class 44 contains 4031 members 
Mstep: Class 45 contains 14668 members 
Mstep: Class 46 contains 5154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115152456.000000 Penalty: 158740.234375
Iteration 85Q: 47 clusters Score -1.151525e+08 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 147398 members 
Mstep: Class 2 contains 1727 members 
Mstep: Class 3 contains 14574 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 16049 members 
Mstep: Class 6 contains 73230 members 
Mstep: Class 7 contains 8436 members 
Mstep: Class 8 contains 1327 members 
Mstep: Class 9 contains 183509 members 
Mstep: Class 10 contains 12667 members 
Mstep: Class 11 contains 51037 members 
Mstep: Class 12 contains 3851 members 
Mstep: Class 13 contains 6136 members 
Mstep: Class 14 contains 68693 members 
Mstep: Class 15 contains 13155 members 
Mstep: Class 16 contains 38194 members 
Mstep: Class 17 contains 27648 members 
Mstep: Class 18 contains 103383 members 
Mstep: Class 19 contains 1567 members 
Mstep: Class 20 contains 6662 members 
Mstep: Class 21 contains 37342 members 
Mstep: Class 22 contains 1406 members 
Mstep: Class 23 contains 3097 members 
Mstep: Class 24 contains 25606 members 
Mstep: Class 25 contains 5273 members 
Mstep: Class 26 contains 3894 members 
Mstep: Class 27 contains 2126 members 
Mstep: Class 28 contains 20271 members 
Mstep: Class 29 contains 28189 members 
Mstep: Class 30 contains 3572 members 
Mstep: Class 31 contains 13765 members 
Mstep: Class 32 contains 7731 members 
Mstep: Class 33 contains 58915 members 
Mstep: Class 34 contains 27003 members 
Mstep: Class 35 contains 16677 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17313 members 
Mstep: Class 38 contains 1741 members 
Mstep: Class 39 contains 2438 members 
Mstep: Class 40 contains 614 members 
Mstep: Class 41 contains 12092 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 8211 members 
Mstep: Class 44 contains 4079 members 
Mstep: Class 45 contains 14547 members 
Mstep: Class 46 contains 5163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115153312.000000 Penalty: 158740.234375
Iteration 86Q: 47 clusters Score -1.151533e+08 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 147991 members 
Mstep: Class 2 contains 1765 members 
Mstep: Class 3 contains 14542 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 16143 members 
Mstep: Class 6 contains 73160 members 
Mstep: Class 7 contains 8384 members 
Mstep: Class 8 contains 1354 members 
Mstep: Class 9 contains 183339 members 
Mstep: Class 10 contains 12656 members 
Mstep: Class 11 contains 51234 members 
Mstep: Class 12 contains 3785 members 
Mstep: Class 13 contains 6125 members 
Mstep: Class 14 contains 68410 members 
Mstep: Class 15 contains 13150 members 
Mstep: Class 16 contains 38446 members 
Mstep: Class 17 contains 27567 members 
Mstep: Class 18 contains 103281 members 
Mstep: Class 19 contains 1617 members 
Mstep: Class 20 contains 6583 members 
Mstep: Class 21 contains 37461 members 
Mstep: Class 22 contains 1390 members 
Mstep: Class 23 contains 3094 members 
Mstep: Class 24 contains 24778 members 
Mstep: Class 25 contains 5202 members 
Mstep: Class 26 contains 3883 members 
Mstep: Class 27 contains 2128 members 
Mstep: Class 28 contains 20048 members 
Mstep: Class 29 contains 28123 members 
Mstep: Class 30 contains 3566 members 
Mstep: Class 31 contains 13788 members 
Mstep: Class 32 contains 7738 members 
Mstep: Class 33 contains 59105 members 
Mstep: Class 34 contains 26978 members 
Mstep: Class 35 contains 16846 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17348 members 
Mstep: Class 38 contains 1749 members 
Mstep: Class 39 contains 2439 members 
Mstep: Class 40 contains 612 members 
Mstep: Class 41 contains 12274 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 8400 members 
Mstep: Class 44 contains 4188 members 
Mstep: Class 45 contains 14462 members 
Mstep: Class 46 contains 5175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115153464.000000 Penalty: 158740.234375
Iteration 87Q: 47 clusters Score -1.151535e+08 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 148587 members 
Mstep: Class 2 contains 1786 members 
Mstep: Class 3 contains 14538 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 16220 members 
Mstep: Class 6 contains 73097 members 
Mstep: Class 7 contains 8352 members 
Mstep: Class 8 contains 1372 members 
Mstep: Class 9 contains 183201 members 
Mstep: Class 10 contains 12653 members 
Mstep: Class 11 contains 51371 members 
Mstep: Class 12 contains 3721 members 
Mstep: Class 13 contains 6117 members 
Mstep: Class 14 contains 68201 members 
Mstep: Class 15 contains 13146 members 
Mstep: Class 16 contains 38637 members 
Mstep: Class 17 contains 27517 members 
Mstep: Class 18 contains 103184 members 
Mstep: Class 19 contains 1665 members 
Mstep: Class 20 contains 6529 members 
Mstep: Class 21 contains 37580 members 
Mstep: Class 22 contains 1379 members 
Mstep: Class 23 contains 3092 members 
Mstep: Class 24 contains 24002 members 
Mstep: Class 25 contains 5153 members 
Mstep: Class 26 contains 3871 members 
Mstep: Class 27 contains 2127 members 
Mstep: Class 28 contains 19848 members 
Mstep: Class 29 contains 28025 members 
Mstep: Class 30 contains 3563 members 
Mstep: Class 31 contains 13802 members 
Mstep: Class 32 contains 7749 members 
Mstep: Class 33 contains 59267 members 
Mstep: Class 34 contains 26960 members 
Mstep: Class 35 contains 16964 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17389 members 
Mstep: Class 38 contains 1761 members 
Mstep: Class 39 contains 2439 members 
Mstep: Class 40 contains 610 members 
Mstep: Class 41 contains 12412 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 8526 members 
Mstep: Class 44 contains 4315 members 
Mstep: Class 45 contains 14396 members 
Mstep: Class 46 contains 5182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115154240.000000 Penalty: 158740.234375
Iteration 88Q: 47 clusters Score -1.151542e+08 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 149200 members 
Mstep: Class 2 contains 1802 members 
Mstep: Class 3 contains 14546 members 
Mstep: Class 4 contains 1471 members 
Mstep: Class 5 contains 16300 members 
Mstep: Class 6 contains 73041 members 
Mstep: Class 7 contains 8314 members 
Mstep: Class 8 contains 1377 members 
Mstep: Class 9 contains 183066 members 
Mstep: Class 10 contains 12657 members 
Mstep: Class 11 contains 51489 members 
Mstep: Class 12 contains 3674 members 
Mstep: Class 13 contains 6114 members 
Mstep: Class 14 contains 67949 members 
Mstep: Class 15 contains 13143 members 
Mstep: Class 16 contains 38795 members 
Mstep: Class 17 contains 27456 members 
Mstep: Class 18 contains 103100 members 
Mstep: Class 19 contains 1715 members 
Mstep: Class 20 contains 6477 members 
Mstep: Class 21 contains 37688 members 
Mstep: Class 22 contains 1378 members 
Mstep: Class 23 contains 3091 members 
Mstep: Class 24 contains 23253 members 
Mstep: Class 25 contains 5101 members 
Mstep: Class 26 contains 3863 members 
Mstep: Class 27 contains 2127 members 
Mstep: Class 28 contains 19696 members 
Mstep: Class 29 contains 27943 members 
Mstep: Class 30 contains 3567 members 
Mstep: Class 31 contains 13808 members 
Mstep: Class 32 contains 7757 members 
Mstep: Class 33 contains 59434 members 
Mstep: Class 34 contains 26927 members 
Mstep: Class 35 contains 17090 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17411 members 
Mstep: Class 38 contains 1770 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 611 members 
Mstep: Class 41 contains 12516 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 8645 members 
Mstep: Class 44 contains 4435 members 
Mstep: Class 45 contains 14348 members 
Mstep: Class 46 contains 5191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115154864.000000 Penalty: 158740.234375
Iteration 89Q: 47 clusters Score -1.151549e+08 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 149784 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 14569 members 
Mstep: Class 4 contains 1471 members 
Mstep: Class 5 contains 16393 members 
Mstep: Class 6 contains 73000 members 
Mstep: Class 7 contains 8286 members 
Mstep: Class 8 contains 1380 members 
Mstep: Class 9 contains 182923 members 
Mstep: Class 10 contains 12658 members 
Mstep: Class 11 contains 51603 members 
Mstep: Class 12 contains 3630 members 
Mstep: Class 13 contains 6113 members 
Mstep: Class 14 contains 67717 members 
Mstep: Class 15 contains 13139 members 
Mstep: Class 16 contains 38932 members 
Mstep: Class 17 contains 27401 members 
Mstep: Class 18 contains 103023 members 
Mstep: Class 19 contains 1766 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 37798 members 
Mstep: Class 22 contains 1378 members 
Mstep: Class 23 contains 3087 members 
Mstep: Class 24 contains 22521 members 
Mstep: Class 25 contains 5054 members 
Mstep: Class 26 contains 3855 members 
Mstep: Class 27 contains 2127 members 
Mstep: Class 28 contains 19552 members 
Mstep: Class 29 contains 27868 members 
Mstep: Class 30 contains 3570 members 
Mstep: Class 31 contains 13807 members 
Mstep: Class 32 contains 7764 members 
Mstep: Class 33 contains 59611 members 
Mstep: Class 34 contains 26905 members 
Mstep: Class 35 contains 17150 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17427 members 
Mstep: Class 38 contains 1778 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 611 members 
Mstep: Class 41 contains 12621 members 
Mstep: Class 42 contains 1472 members 
Mstep: Class 43 contains 8753 members 
Mstep: Class 44 contains 4530 members 
Mstep: Class 45 contains 14305 members 
Mstep: Class 46 contains 5198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115155944.000000 Penalty: 158740.234375
Iteration 90Q: 47 clusters Score -1.151559e+08 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 150334 members 
Mstep: Class 2 contains 1822 members 
Mstep: Class 3 contains 14577 members 
Mstep: Class 4 contains 1471 members 
Mstep: Class 5 contains 16490 members 
Mstep: Class 6 contains 72956 members 
Mstep: Class 7 contains 8274 members 
Mstep: Class 8 contains 1380 members 
Mstep: Class 9 contains 182811 members 
Mstep: Class 10 contains 12665 members 
Mstep: Class 11 contains 51737 members 
Mstep: Class 12 contains 3594 members 
Mstep: Class 13 contains 6109 members 
Mstep: Class 14 contains 67454 members 
Mstep: Class 15 contains 13135 members 
Mstep: Class 16 contains 39030 members 
Mstep: Class 17 contains 27350 members 
Mstep: Class 18 contains 102935 members 
Mstep: Class 19 contains 1804 members 
Mstep: Class 20 contains 6453 members 
Mstep: Class 21 contains 37919 members 
Mstep: Class 22 contains 1379 members 
Mstep: Class 23 contains 3084 members 
Mstep: Class 24 contains 21828 members 
Mstep: Class 25 contains 5018 members 
Mstep: Class 26 contains 3853 members 
Mstep: Class 27 contains 2127 members 
Mstep: Class 28 contains 19443 members 
Mstep: Class 29 contains 27796 members 
Mstep: Class 30 contains 3564 members 
Mstep: Class 31 contains 13818 members 
Mstep: Class 32 contains 7768 members 
Mstep: Class 33 contains 59761 members 
Mstep: Class 34 contains 26891 members 
Mstep: Class 35 contains 17210 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17454 members 
Mstep: Class 38 contains 1790 members 
Mstep: Class 39 contains 2441 members 
Mstep: Class 40 contains 610 members 
Mstep: Class 41 contains 12719 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 8825 members 
Mstep: Class 44 contains 4613 members 
Mstep: Class 45 contains 14278 members 
Mstep: Class 46 contains 5205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115156352.000000 Penalty: 158740.234375
Iteration 91Q: 47 clusters Score -1.151564e+08 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 150907 members 
Mstep: Class 2 contains 1828 members 
Mstep: Class 3 contains 14599 members 
Mstep: Class 4 contains 1471 members 
Mstep: Class 5 contains 16606 members 
Mstep: Class 6 contains 72924 members 
Mstep: Class 7 contains 8257 members 
Mstep: Class 8 contains 1378 members 
Mstep: Class 9 contains 182687 members 
Mstep: Class 10 contains 12662 members 
Mstep: Class 11 contains 51855 members 
Mstep: Class 12 contains 3557 members 
Mstep: Class 13 contains 6108 members 
Mstep: Class 14 contains 67180 members 
Mstep: Class 15 contains 13132 members 
Mstep: Class 16 contains 39134 members 
Mstep: Class 17 contains 27305 members 
Mstep: Class 18 contains 102857 members 
Mstep: Class 19 contains 1846 members 
Mstep: Class 20 contains 6456 members 
Mstep: Class 21 contains 38023 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3081 members 
Mstep: Class 24 contains 21149 members 
Mstep: Class 25 contains 4985 members 
Mstep: Class 26 contains 3853 members 
Mstep: Class 27 contains 2126 members 
Mstep: Class 28 contains 19326 members 
Mstep: Class 29 contains 27725 members 
Mstep: Class 30 contains 3560 members 
Mstep: Class 31 contains 13808 members 
Mstep: Class 32 contains 7774 members 
Mstep: Class 33 contains 59904 members 
Mstep: Class 34 contains 26870 members 
Mstep: Class 35 contains 17275 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17486 members 
Mstep: Class 38 contains 1794 members 
Mstep: Class 39 contains 2441 members 
Mstep: Class 40 contains 612 members 
Mstep: Class 41 contains 12819 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 8897 members 
Mstep: Class 44 contains 4670 members 
Mstep: Class 45 contains 14262 members 
Mstep: Class 46 contains 5208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115156704.000000 Penalty: 158740.234375
Iteration 92Q: 47 clusters Score -1.151567e+08 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 151474 members 
Mstep: Class 2 contains 1836 members 
Mstep: Class 3 contains 14614 members 
Mstep: Class 4 contains 1471 members 
Mstep: Class 5 contains 16701 members 
Mstep: Class 6 contains 72883 members 
Mstep: Class 7 contains 8240 members 
Mstep: Class 8 contains 1382 members 
Mstep: Class 9 contains 182583 members 
Mstep: Class 10 contains 12659 members 
Mstep: Class 11 contains 51939 members 
Mstep: Class 12 contains 3526 members 
Mstep: Class 13 contains 6111 members 
Mstep: Class 14 contains 66939 members 
Mstep: Class 15 contains 13132 members 
Mstep: Class 16 contains 39232 members 
Mstep: Class 17 contains 27249 members 
Mstep: Class 18 contains 102777 members 
Mstep: Class 19 contains 1882 members 
Mstep: Class 20 contains 6463 members 
Mstep: Class 21 contains 38129 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3081 members 
Mstep: Class 24 contains 20503 members 
Mstep: Class 25 contains 4946 members 
Mstep: Class 26 contains 3850 members 
Mstep: Class 27 contains 2126 members 
Mstep: Class 28 contains 19235 members 
Mstep: Class 29 contains 27668 members 
Mstep: Class 30 contains 3557 members 
Mstep: Class 31 contains 13804 members 
Mstep: Class 32 contains 7783 members 
Mstep: Class 33 contains 60037 members 
Mstep: Class 34 contains 26853 members 
Mstep: Class 35 contains 17332 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17501 members 
Mstep: Class 38 contains 1799 members 
Mstep: Class 39 contains 2441 members 
Mstep: Class 40 contains 611 members 
Mstep: Class 41 contains 12937 members 
Mstep: Class 42 contains 1469 members 
Mstep: Class 43 contains 8956 members 
Mstep: Class 44 contains 4698 members 
Mstep: Class 45 contains 14248 members 
Mstep: Class 46 contains 5210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115157144.000000 Penalty: 158740.234375
Iteration 93Q: 47 clusters Score -1.151571e+08 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 152037 members 
Mstep: Class 2 contains 1843 members 
Mstep: Class 3 contains 14637 members 
Mstep: Class 4 contains 1471 members 
Mstep: Class 5 contains 16784 members 
Mstep: Class 6 contains 72851 members 
Mstep: Class 7 contains 8233 members 
Mstep: Class 8 contains 1388 members 
Mstep: Class 9 contains 182464 members 
Mstep: Class 10 contains 12662 members 
Mstep: Class 11 contains 52035 members 
Mstep: Class 12 contains 3489 members 
Mstep: Class 13 contains 6109 members 
Mstep: Class 14 contains 66714 members 
Mstep: Class 15 contains 13125 members 
Mstep: Class 16 contains 39339 members 
Mstep: Class 17 contains 27196 members 
Mstep: Class 18 contains 102692 members 
Mstep: Class 19 contains 1916 members 
Mstep: Class 20 contains 6461 members 
Mstep: Class 21 contains 38253 members 
Mstep: Class 22 contains 1382 members 
Mstep: Class 23 contains 3080 members 
Mstep: Class 24 contains 19855 members 
Mstep: Class 25 contains 4919 members 
Mstep: Class 26 contains 3849 members 
Mstep: Class 27 contains 2125 members 
Mstep: Class 28 contains 19134 members 
Mstep: Class 29 contains 27582 members 
Mstep: Class 30 contains 3555 members 
Mstep: Class 31 contains 13806 members 
Mstep: Class 32 contains 7782 members 
Mstep: Class 33 contains 60186 members 
Mstep: Class 34 contains 26829 members 
Mstep: Class 35 contains 17379 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17519 members 
Mstep: Class 38 contains 1804 members 
Mstep: Class 39 contains 2442 members 
Mstep: Class 40 contains 611 members 
Mstep: Class 41 contains 13060 members 
Mstep: Class 42 contains 1468 members 
Mstep: Class 43 contains 9010 members 
Mstep: Class 44 contains 4721 members 
Mstep: Class 45 contains 14238 members 
Mstep: Class 46 contains 5212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115157496.000000 Penalty: 158740.234375
Iteration 94Q: 47 clusters Score -1.151575e+08 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 152588 members 
Mstep: Class 2 contains 1843 members 
Mstep: Class 3 contains 14649 members 
Mstep: Class 4 contains 1472 members 
Mstep: Class 5 contains 16867 members 
Mstep: Class 6 contains 72826 members 
Mstep: Class 7 contains 8216 members 
Mstep: Class 8 contains 1388 members 
Mstep: Class 9 contains 182351 members 
Mstep: Class 10 contains 12663 members 
Mstep: Class 11 contains 52124 members 
Mstep: Class 12 contains 3455 members 
Mstep: Class 13 contains 6108 members 
Mstep: Class 14 contains 66516 members 
Mstep: Class 15 contains 13119 members 
Mstep: Class 16 contains 39446 members 
Mstep: Class 17 contains 27131 members 
Mstep: Class 18 contains 102622 members 
Mstep: Class 19 contains 1953 members 
Mstep: Class 20 contains 6467 members 
Mstep: Class 21 contains 38349 members 
Mstep: Class 22 contains 1382 members 
Mstep: Class 23 contains 3079 members 
Mstep: Class 24 contains 19225 members 
Mstep: Class 25 contains 4892 members 
Mstep: Class 26 contains 3848 members 
Mstep: Class 27 contains 2125 members 
Mstep: Class 28 contains 19030 members 
Mstep: Class 29 contains 27503 members 
Mstep: Class 30 contains 3554 members 
Mstep: Class 31 contains 13808 members 
Mstep: Class 32 contains 7785 members 
Mstep: Class 33 contains 60327 members 
Mstep: Class 34 contains 26813 members 
Mstep: Class 35 contains 17412 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17536 members 
Mstep: Class 38 contains 1803 members 
Mstep: Class 39 contains 2442 members 
Mstep: Class 40 contains 609 members 
Mstep: Class 41 contains 13190 members 
Mstep: Class 42 contains 1468 members 
Mstep: Class 43 contains 9077 members 
Mstep: Class 44 contains 4736 members 
Mstep: Class 45 contains 14236 members 
Mstep: Class 46 contains 5214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115157560.000000 Penalty: 158740.234375
Iteration 95Q: 47 clusters Score -1.151576e+08 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 153135 members 
Mstep: Class 2 contains 1842 members 
Mstep: Class 3 contains 14657 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 16948 members 
Mstep: Class 6 contains 72805 members 
Mstep: Class 7 contains 8198 members 
Mstep: Class 8 contains 1388 members 
Mstep: Class 9 contains 182252 members 
Mstep: Class 10 contains 12660 members 
Mstep: Class 11 contains 52176 members 
Mstep: Class 12 contains 3425 members 
Mstep: Class 13 contains 6109 members 
Mstep: Class 14 contains 66326 members 
Mstep: Class 15 contains 13114 members 
Mstep: Class 16 contains 39532 members 
Mstep: Class 17 contains 27077 members 
Mstep: Class 18 contains 102551 members 
Mstep: Class 19 contains 2000 members 
Mstep: Class 20 contains 6477 members 
Mstep: Class 21 contains 38442 members 
Mstep: Class 22 contains 1382 members 
Mstep: Class 23 contains 3078 members 
Mstep: Class 24 contains 18596 members 
Mstep: Class 25 contains 4868 members 
Mstep: Class 26 contains 3846 members 
Mstep: Class 27 contains 2123 members 
Mstep: Class 28 contains 18937 members 
Mstep: Class 29 contains 27452 members 
Mstep: Class 30 contains 3549 members 
Mstep: Class 31 contains 13810 members 
Mstep: Class 32 contains 7789 members 
Mstep: Class 33 contains 60483 members 
Mstep: Class 34 contains 26798 members 
Mstep: Class 35 contains 17452 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17546 members 
Mstep: Class 38 contains 1803 members 
Mstep: Class 39 contains 2443 members 
Mstep: Class 40 contains 608 members 
Mstep: Class 41 contains 13307 members 
Mstep: Class 42 contains 1468 members 
Mstep: Class 43 contains 9129 members 
Mstep: Class 44 contains 4744 members 
Mstep: Class 45 contains 14231 members 
Mstep: Class 46 contains 5217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115157232.000000 Penalty: 158740.234375
Iteration 96Q: 47 clusters Score -1.151572e+08 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 153690 members 
Mstep: Class 2 contains 1843 members 
Mstep: Class 3 contains 14672 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 17046 members 
Mstep: Class 6 contains 72794 members 
Mstep: Class 7 contains 8177 members 
Mstep: Class 8 contains 1388 members 
Mstep: Class 9 contains 182161 members 
Mstep: Class 10 contains 12649 members 
Mstep: Class 11 contains 52225 members 
Mstep: Class 12 contains 3399 members 
Mstep: Class 13 contains 6109 members 
Mstep: Class 14 contains 66143 members 
Mstep: Class 15 contains 13106 members 
Mstep: Class 16 contains 39619 members 
Mstep: Class 17 contains 27016 members 
Mstep: Class 18 contains 102494 members 
Mstep: Class 19 contains 2034 members 
Mstep: Class 20 contains 6485 members 
Mstep: Class 21 contains 38525 members 
Mstep: Class 22 contains 1382 members 
Mstep: Class 23 contains 3078 members 
Mstep: Class 24 contains 17997 members 
Mstep: Class 25 contains 4847 members 
Mstep: Class 26 contains 3845 members 
Mstep: Class 27 contains 2121 members 
Mstep: Class 28 contains 18830 members 
Mstep: Class 29 contains 27396 members 
Mstep: Class 30 contains 3549 members 
Mstep: Class 31 contains 13809 members 
Mstep: Class 32 contains 7794 members 
Mstep: Class 33 contains 60610 members 
Mstep: Class 34 contains 26782 members 
Mstep: Class 35 contains 17472 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17557 members 
Mstep: Class 38 contains 1802 members 
Mstep: Class 39 contains 2444 members 
Mstep: Class 40 contains 608 members 
Mstep: Class 41 contains 13418 members 
Mstep: Class 42 contains 1468 members 
Mstep: Class 43 contains 9196 members 
Mstep: Class 44 contains 4749 members 
Mstep: Class 45 contains 14222 members 
Mstep: Class 46 contains 5222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115157296.000000 Penalty: 158740.234375
Iteration 97Q: 47 clusters Score -1.151573e+08 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 154222 members 
Mstep: Class 2 contains 1844 members 
Mstep: Class 3 contains 14679 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 17146 members 
Mstep: Class 6 contains 72773 members 
Mstep: Class 7 contains 8174 members 
Mstep: Class 8 contains 1388 members 
Mstep: Class 9 contains 182072 members 
Mstep: Class 10 contains 12640 members 
Mstep: Class 11 contains 52282 members 
Mstep: Class 12 contains 3358 members 
Mstep: Class 13 contains 6111 members 
Mstep: Class 14 contains 65964 members 
Mstep: Class 15 contains 13095 members 
Mstep: Class 16 contains 39709 members 
Mstep: Class 17 contains 26964 members 
Mstep: Class 18 contains 102450 members 
Mstep: Class 19 contains 2073 members 
Mstep: Class 20 contains 6490 members 
Mstep: Class 21 contains 38578 members 
Mstep: Class 22 contains 1382 members 
Mstep: Class 23 contains 3080 members 
Mstep: Class 24 contains 17427 members 
Mstep: Class 25 contains 4828 members 
Mstep: Class 26 contains 3845 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 18741 members 
Mstep: Class 29 contains 27367 members 
Mstep: Class 30 contains 3547 members 
Mstep: Class 31 contains 13807 members 
Mstep: Class 32 contains 7797 members 
Mstep: Class 33 contains 60719 members 
Mstep: Class 34 contains 26773 members 
Mstep: Class 35 contains 17483 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17563 members 
Mstep: Class 38 contains 1803 members 
Mstep: Class 39 contains 2444 members 
Mstep: Class 40 contains 608 members 
Mstep: Class 41 contains 13513 members 
Mstep: Class 42 contains 1468 members 
Mstep: Class 43 contains 9247 members 
Mstep: Class 44 contains 4757 members 
Mstep: Class 45 contains 14214 members 
Mstep: Class 46 contains 5226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115157496.000000 Penalty: 158740.234375
Iteration 98Q: 47 clusters Score -1.151575e+08 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 154748 members 
Mstep: Class 2 contains 1849 members 
Mstep: Class 3 contains 14698 members 
Mstep: Class 4 contains 1475 members 
Mstep: Class 5 contains 17231 members 
Mstep: Class 6 contains 72763 members 
Mstep: Class 7 contains 8159 members 
Mstep: Class 8 contains 1386 members 
Mstep: Class 9 contains 181997 members 
Mstep: Class 10 contains 12634 members 
Mstep: Class 11 contains 52330 members 
Mstep: Class 12 contains 3327 members 
Mstep: Class 13 contains 6110 members 
Mstep: Class 14 contains 65789 members 
Mstep: Class 15 contains 13090 members 
Mstep: Class 16 contains 39802 members 
Mstep: Class 17 contains 26912 members 
Mstep: Class 18 contains 102415 members 
Mstep: Class 19 contains 2106 members 
Mstep: Class 20 contains 6498 members 
Mstep: Class 21 contains 38633 members 
Mstep: Class 22 contains 1381 members 
Mstep: Class 23 contains 3079 members 
Mstep: Class 24 contains 16843 members 
Mstep: Class 25 contains 4810 members 
Mstep: Class 26 contains 3845 members 
Mstep: Class 27 contains 2124 members 
Mstep: Class 28 contains 18658 members 
Mstep: Class 29 contains 27320 members 
Mstep: Class 30 contains 3547 members 
Mstep: Class 31 contains 13800 members 
Mstep: Class 32 contains 7802 members 
Mstep: Class 33 contains 60858 members 
Mstep: Class 34 contains 26757 members 
Mstep: Class 35 contains 17479 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17571 members 
Mstep: Class 38 contains 1805 members 
Mstep: Class 39 contains 2444 members 
Mstep: Class 40 contains 608 members 
Mstep: Class 41 contains 13617 members 
Mstep: Class 42 contains 1469 members 
Mstep: Class 43 contains 9282 members 
Mstep: Class 44 contains 4760 members 
Mstep: Class 45 contains 14209 members 
Mstep: Class 46 contains 5226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115157512.000000 Penalty: 158740.234375
Iteration 99Q: 47 clusters Score -1.151575e+08 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 155280 members 
Mstep: Class 2 contains 1849 members 
Mstep: Class 3 contains 14714 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 17289 members 
Mstep: Class 6 contains 72748 members 
Mstep: Class 7 contains 8147 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 181895 members 
Mstep: Class 10 contains 12637 members 
Mstep: Class 11 contains 52373 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 6111 members 
Mstep: Class 14 contains 65600 members 
Mstep: Class 15 contains 13080 members 
Mstep: Class 16 contains 39887 members 
Mstep: Class 17 contains 26869 members 
Mstep: Class 18 contains 102389 members 
Mstep: Class 19 contains 2155 members 
Mstep: Class 20 contains 6507 members 
Mstep: Class 21 contains 38674 members 
Mstep: Class 22 contains 1381 members 
Mstep: Class 23 contains 3077 members 
Mstep: Class 24 contains 16300 members 
Mstep: Class 25 contains 4793 members 
Mstep: Class 26 contains 3845 members 
Mstep: Class 27 contains 2124 members 
Mstep: Class 28 contains 18566 members 
Mstep: Class 29 contains 27274 members 
Mstep: Class 30 contains 3546 members 
Mstep: Class 31 contains 13796 members 
Mstep: Class 32 contains 7806 members 
Mstep: Class 33 contains 60987 members 
Mstep: Class 34 contains 26742 members 
Mstep: Class 35 contains 17490 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17585 members 
Mstep: Class 38 contains 1806 members 
Mstep: Class 39 contains 2444 members 
Mstep: Class 40 contains 606 members 
Mstep: Class 41 contains 13717 members 
Mstep: Class 42 contains 1469 members 
Mstep: Class 43 contains 9332 members 
Mstep: Class 44 contains 4764 members 
Mstep: Class 45 contains 14205 members 
Mstep: Class 46 contains 5224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115157840.000000 Penalty: 158740.234375
Iteration 100F: 47 clusters Score -1.151578e+08 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 155834 members 
Mstep: Class 2 contains 1851 members 
Mstep: Class 3 contains 14735 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 17368 members 
Mstep: Class 6 contains 72730 members 
Mstep: Class 7 contains 8155 members 
Mstep: Class 8 contains 1388 members 
Mstep: Class 9 contains 181810 members 
Mstep: Class 10 contains 12635 members 
Mstep: Class 11 contains 52399 members 
Mstep: Class 12 contains 3278 members 
Mstep: Class 13 contains 6110 members 
Mstep: Class 14 contains 65394 members 
Mstep: Class 15 contains 13077 members 
Mstep: Class 16 contains 39975 members 
Mstep: Class 17 contains 26844 members 
Mstep: Class 18 contains 102364 members 
Mstep: Class 19 contains 2186 members 
Mstep: Class 20 contains 6483 members 
Mstep: Class 21 contains 38701 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3077 members 
Mstep: Class 24 contains 15755 members 
Mstep: Class 25 contains 4790 members 
Mstep: Class 26 contains 3845 members 
Mstep: Class 27 contains 2124 members 
Mstep: Class 28 contains 18470 members 
Mstep: Class 29 contains 27224 members 
Mstep: Class 30 contains 3546 members 
Mstep: Class 31 contains 13789 members 
Mstep: Class 32 contains 7809 members 
Mstep: Class 33 contains 61092 members 
Mstep: Class 34 contains 26727 members 
Mstep: Class 35 contains 17508 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17604 members 
Mstep: Class 38 contains 1806 members 
Mstep: Class 39 contains 2444 members 
Mstep: Class 40 contains 606 members 
Mstep: Class 41 contains 13786 members 
Mstep: Class 42 contains 1469 members 
Mstep: Class 43 contains 9371 members 
Mstep: Class 44 contains 4814 members 
Mstep: Class 45 contains 14195 members 
Mstep: Class 46 contains 5224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115157832.000000 Penalty: 158740.234375
Iteration 101Q: 47 clusters Score -1.151578e+08 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 156358 members 
Mstep: Class 2 contains 1854 members 
Mstep: Class 3 contains 14757 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 17449 members 
Mstep: Class 6 contains 72714 members 
Mstep: Class 7 contains 8181 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 181728 members 
Mstep: Class 10 contains 12630 members 
Mstep: Class 11 contains 52439 members 
Mstep: Class 12 contains 3247 members 
Mstep: Class 13 contains 6111 members 
Mstep: Class 14 contains 65185 members 
Mstep: Class 15 contains 13064 members 
Mstep: Class 16 contains 40057 members 
Mstep: Class 17 contains 26825 members 
Mstep: Class 18 contains 102339 members 
Mstep: Class 19 contains 2205 members 
Mstep: Class 20 contains 6461 members 
Mstep: Class 21 contains 38731 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3076 members 
Mstep: Class 24 contains 15258 members 
Mstep: Class 25 contains 4786 members 
Mstep: Class 26 contains 3843 members 
Mstep: Class 27 contains 2124 members 
Mstep: Class 28 contains 18384 members 
Mstep: Class 29 contains 27184 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 13789 members 
Mstep: Class 32 contains 7811 members 
Mstep: Class 33 contains 61182 members 
Mstep: Class 34 contains 26710 members 
Mstep: Class 35 contains 17512 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17615 members 
Mstep: Class 38 contains 1806 members 
Mstep: Class 39 contains 2444 members 
Mstep: Class 40 contains 606 members 
Mstep: Class 41 contains 13853 members 
Mstep: Class 42 contains 1469 members 
Mstep: Class 43 contains 9407 members 
Mstep: Class 44 contains 4860 members 
Mstep: Class 45 contains 14184 members 
Mstep: Class 46 contains 5228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115158360.000000 Penalty: 158740.234375
Iteration 102Q: 47 clusters Score -1.151584e+08 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 156810 members 
Mstep: Class 2 contains 1861 members 
Mstep: Class 3 contains 14783 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 17513 members 
Mstep: Class 6 contains 72697 members 
Mstep: Class 7 contains 8202 members 
Mstep: Class 8 contains 1388 members 
Mstep: Class 9 contains 181667 members 
Mstep: Class 10 contains 12631 members 
Mstep: Class 11 contains 52495 members 
Mstep: Class 12 contains 3219 members 
Mstep: Class 13 contains 6111 members 
Mstep: Class 14 contains 65003 members 
Mstep: Class 15 contains 13053 members 
Mstep: Class 16 contains 40134 members 
Mstep: Class 17 contains 26806 members 
Mstep: Class 18 contains 102313 members 
Mstep: Class 19 contains 2226 members 
Mstep: Class 20 contains 6445 members 
Mstep: Class 21 contains 38763 members 
Mstep: Class 22 contains 1378 members 
Mstep: Class 23 contains 3077 members 
Mstep: Class 24 contains 14762 members 
Mstep: Class 25 contains 4775 members 
Mstep: Class 26 contains 3841 members 
Mstep: Class 27 contains 2125 members 
Mstep: Class 28 contains 18291 members 
Mstep: Class 29 contains 27149 members 
Mstep: Class 30 contains 3533 members 
Mstep: Class 31 contains 13782 members 
Mstep: Class 32 contains 7814 members 
Mstep: Class 33 contains 61299 members 
Mstep: Class 34 contains 26697 members 
Mstep: Class 35 contains 17518 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17632 members 
Mstep: Class 38 contains 1806 members 
Mstep: Class 39 contains 2444 members 
Mstep: Class 40 contains 606 members 
Mstep: Class 41 contains 13924 members 
Mstep: Class 42 contains 1469 members 
Mstep: Class 43 contains 9439 members 
Mstep: Class 44 contains 4885 members 
Mstep: Class 45 contains 14177 members 
Mstep: Class 46 contains 5229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115158472.000000 Penalty: 158740.234375
Iteration 103Q: 47 clusters Score -1.151585e+08 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 157271 members 
Mstep: Class 2 contains 1868 members 
Mstep: Class 3 contains 14791 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 17579 members 
Mstep: Class 6 contains 72687 members 
Mstep: Class 7 contains 8218 members 
Mstep: Class 8 contains 1390 members 
Mstep: Class 9 contains 181605 members 
Mstep: Class 10 contains 12631 members 
Mstep: Class 11 contains 52536 members 
Mstep: Class 12 contains 3203 members 
Mstep: Class 13 contains 6111 members 
Mstep: Class 14 contains 64804 members 
Mstep: Class 15 contains 13046 members 
Mstep: Class 16 contains 40203 members 
Mstep: Class 17 contains 26794 members 
Mstep: Class 18 contains 102280 members 
Mstep: Class 19 contains 2247 members 
Mstep: Class 20 contains 6416 members 
Mstep: Class 21 contains 38806 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3076 members 
Mstep: Class 24 contains 14289 members 
Mstep: Class 25 contains 4767 members 
Mstep: Class 26 contains 3841 members 
Mstep: Class 27 contains 2125 members 
Mstep: Class 28 contains 18220 members 
Mstep: Class 29 contains 27096 members 
Mstep: Class 30 contains 3527 members 
Mstep: Class 31 contains 13785 members 
Mstep: Class 32 contains 7820 members 
Mstep: Class 33 contains 61398 members 
Mstep: Class 34 contains 26690 members 
Mstep: Class 35 contains 17511 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17656 members 
Mstep: Class 38 contains 1806 members 
Mstep: Class 39 contains 2444 members 
Mstep: Class 40 contains 605 members 
Mstep: Class 41 contains 14005 members 
Mstep: Class 42 contains 1469 members 
Mstep: Class 43 contains 9472 members 
Mstep: Class 44 contains 4905 members 
Mstep: Class 45 contains 14171 members 
Mstep: Class 46 contains 5232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115158544.000000 Penalty: 158740.234375
Iteration 104Q: 47 clusters Score -1.151585e+08 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 157709 members 
Mstep: Class 2 contains 1871 members 
Mstep: Class 3 contains 14812 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 17656 members 
Mstep: Class 6 contains 72683 members 
Mstep: Class 7 contains 8237 members 
Mstep: Class 8 contains 1391 members 
Mstep: Class 9 contains 181565 members 
Mstep: Class 10 contains 12624 members 
Mstep: Class 11 contains 52553 members 
Mstep: Class 12 contains 3185 members 
Mstep: Class 13 contains 6111 members 
Mstep: Class 14 contains 64633 members 
Mstep: Class 15 contains 13035 members 
Mstep: Class 16 contains 40260 members 
Mstep: Class 17 contains 26775 members 
Mstep: Class 18 contains 102255 members 
Mstep: Class 19 contains 2272 members 
Mstep: Class 20 contains 6397 members 
Mstep: Class 21 contains 38839 members 
Mstep: Class 22 contains 1374 members 
Mstep: Class 23 contains 3075 members 
Mstep: Class 24 contains 13835 members 
Mstep: Class 25 contains 4764 members 
Mstep: Class 26 contains 3841 members 
Mstep: Class 27 contains 2125 members 
Mstep: Class 28 contains 18146 members 
Mstep: Class 29 contains 27051 members 
Mstep: Class 30 contains 3521 members 
Mstep: Class 31 contains 13789 members 
Mstep: Class 32 contains 7823 members 
Mstep: Class 33 contains 61484 members 
Mstep: Class 34 contains 26673 members 
Mstep: Class 35 contains 17502 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17675 members 
Mstep: Class 38 contains 1806 members 
Mstep: Class 39 contains 2444 members 
Mstep: Class 40 contains 605 members 
Mstep: Class 41 contains 14086 members 
Mstep: Class 42 contains 1469 members 
Mstep: Class 43 contains 9506 members 
Mstep: Class 44 contains 4920 members 
Mstep: Class 45 contains 14165 members 
Mstep: Class 46 contains 5230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115158728.000000 Penalty: 158740.234375
Iteration 105Q: 47 clusters Score -1.151587e+08 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158135 members 
Mstep: Class 2 contains 1880 members 
Mstep: Class 3 contains 14837 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 17725 members 
Mstep: Class 6 contains 72675 members 
Mstep: Class 7 contains 8246 members 
Mstep: Class 8 contains 1392 members 
Mstep: Class 9 contains 181524 members 
Mstep: Class 10 contains 12631 members 
Mstep: Class 11 contains 52588 members 
Mstep: Class 12 contains 3170 members 
Mstep: Class 13 contains 6110 members 
Mstep: Class 14 contains 64433 members 
Mstep: Class 15 contains 13030 members 
Mstep: Class 16 contains 40310 members 
Mstep: Class 17 contains 26753 members 
Mstep: Class 18 contains 102232 members 
Mstep: Class 19 contains 2307 members 
Mstep: Class 20 contains 6373 members 
Mstep: Class 21 contains 38871 members 
Mstep: Class 22 contains 1374 members 
Mstep: Class 23 contains 3076 members 
Mstep: Class 24 contains 13406 members 
Mstep: Class 25 contains 4757 members 
Mstep: Class 26 contains 3840 members 
Mstep: Class 27 contains 2127 members 
Mstep: Class 28 contains 18078 members 
Mstep: Class 29 contains 27021 members 
Mstep: Class 30 contains 3512 members 
Mstep: Class 31 contains 13796 members 
Mstep: Class 32 contains 7826 members 
Mstep: Class 33 contains 61561 members 
Mstep: Class 34 contains 26656 members 
Mstep: Class 35 contains 17481 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17689 members 
Mstep: Class 38 contains 1807 members 
Mstep: Class 39 contains 2444 members 
Mstep: Class 40 contains 603 members 
Mstep: Class 41 contains 14170 members 
Mstep: Class 42 contains 1469 members 
Mstep: Class 43 contains 9538 members 
Mstep: Class 44 contains 4937 members 
Mstep: Class 45 contains 14152 members 
Mstep: Class 46 contains 5230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115159016.000000 Penalty: 158740.234375
Iteration 106Q: 47 clusters Score -1.15159e+08 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158554 members 
Mstep: Class 2 contains 1891 members 
Mstep: Class 3 contains 14854 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 17802 members 
Mstep: Class 6 contains 72663 members 
Mstep: Class 7 contains 8259 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 181501 members 
Mstep: Class 10 contains 12634 members 
Mstep: Class 11 contains 52622 members 
Mstep: Class 12 contains 3156 members 
Mstep: Class 13 contains 6110 members 
Mstep: Class 14 contains 64236 members 
Mstep: Class 15 contains 13024 members 
Mstep: Class 16 contains 40370 members 
Mstep: Class 17 contains 26735 members 
Mstep: Class 18 contains 102207 members 
Mstep: Class 19 contains 2338 members 
Mstep: Class 20 contains 6352 members 
Mstep: Class 21 contains 38919 members 
Mstep: Class 22 contains 1374 members 
Mstep: Class 23 contains 3077 members 
Mstep: Class 24 contains 12963 members 
Mstep: Class 25 contains 4749 members 
Mstep: Class 26 contains 3838 members 
Mstep: Class 27 contains 2128 members 
Mstep: Class 28 contains 18006 members 
Mstep: Class 29 contains 26990 members 
Mstep: Class 30 contains 3507 members 
Mstep: Class 31 contains 13787 members 
Mstep: Class 32 contains 7825 members 
Mstep: Class 33 contains 61641 members 
Mstep: Class 34 contains 26639 members 
Mstep: Class 35 contains 17477 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17698 members 
Mstep: Class 38 contains 1808 members 
Mstep: Class 39 contains 2444 members 
Mstep: Class 40 contains 602 members 
Mstep: Class 41 contains 14244 members 
Mstep: Class 42 contains 1469 members 
Mstep: Class 43 contains 9557 members 
Mstep: Class 44 contains 4951 members 
Mstep: Class 45 contains 14148 members 
Mstep: Class 46 contains 5229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115159280.000000 Penalty: 158740.234375
Iteration 107Q: 47 clusters Score -1.151593e+08 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 158956 members 
Mstep: Class 2 contains 1900 members 
Mstep: Class 3 contains 14876 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 17877 members 
Mstep: Class 6 contains 72664 members 
Mstep: Class 7 contains 8265 members 
Mstep: Class 8 contains 1396 members 
Mstep: Class 9 contains 181457 members 
Mstep: Class 10 contains 12634 members 
Mstep: Class 11 contains 52664 members 
Mstep: Class 12 contains 3147 members 
Mstep: Class 13 contains 6109 members 
Mstep: Class 14 contains 64073 members 
Mstep: Class 15 contains 13017 members 
Mstep: Class 16 contains 40411 members 
Mstep: Class 17 contains 26713 members 
Mstep: Class 18 contains 102175 members 
Mstep: Class 19 contains 2366 members 
Mstep: Class 20 contains 6332 members 
Mstep: Class 21 contains 38967 members 
Mstep: Class 22 contains 1374 members 
Mstep: Class 23 contains 3078 members 
Mstep: Class 24 contains 12561 members 
Mstep: Class 25 contains 4742 members 
Mstep: Class 26 contains 3837 members 
Mstep: Class 27 contains 2130 members 
Mstep: Class 28 contains 17933 members 
Mstep: Class 29 contains 26946 members 
Mstep: Class 30 contains 3505 members 
Mstep: Class 31 contains 13779 members 
Mstep: Class 32 contains 7828 members 
Mstep: Class 33 contains 61715 members 
Mstep: Class 34 contains 26617 members 
Mstep: Class 35 contains 17476 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17694 members 
Mstep: Class 38 contains 1809 members 
Mstep: Class 39 contains 2444 members 
Mstep: Class 40 contains 601 members 
Mstep: Class 41 contains 14313 members 
Mstep: Class 42 contains 1469 members 
Mstep: Class 43 contains 9588 members 
Mstep: Class 44 contains 4957 members 
Mstep: Class 45 contains 14147 members 
Mstep: Class 46 contains 5230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115159416.000000 Penalty: 158740.234375
Iteration 108Q: 47 clusters Score -1.151594e+08 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159277 members 
Mstep: Class 2 contains 1911 members 
Mstep: Class 3 contains 14895 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 17959 members 
Mstep: Class 6 contains 72660 members 
Mstep: Class 7 contains 8277 members 
Mstep: Class 8 contains 1397 members 
Mstep: Class 9 contains 181458 members 
Mstep: Class 10 contains 12632 members 
Mstep: Class 11 contains 52717 members 
Mstep: Class 12 contains 3139 members 
Mstep: Class 13 contains 6108 members 
Mstep: Class 14 contains 63904 members 
Mstep: Class 15 contains 13014 members 
Mstep: Class 16 contains 40458 members 
Mstep: Class 17 contains 26696 members 
Mstep: Class 18 contains 102142 members 
Mstep: Class 19 contains 2389 members 
Mstep: Class 20 contains 6325 members 
Mstep: Class 21 contains 39007 members 
Mstep: Class 22 contains 1374 members 
Mstep: Class 23 contains 3078 members 
Mstep: Class 24 contains 12205 members 
Mstep: Class 25 contains 4739 members 
Mstep: Class 26 contains 3832 members 
Mstep: Class 27 contains 2133 members 
Mstep: Class 28 contains 17876 members 
Mstep: Class 29 contains 26872 members 
Mstep: Class 30 contains 3504 members 
Mstep: Class 31 contains 13778 members 
Mstep: Class 32 contains 7830 members 
Mstep: Class 33 contains 61776 members 
Mstep: Class 34 contains 26606 members 
Mstep: Class 35 contains 17475 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17689 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 2444 members 
Mstep: Class 40 contains 601 members 
Mstep: Class 41 contains 14385 members 
Mstep: Class 42 contains 1469 members 
Mstep: Class 43 contains 9594 members 
Mstep: Class 44 contains 4963 members 
Mstep: Class 45 contains 14143 members 
Mstep: Class 46 contains 5229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115159272.000000 Penalty: 158740.234375
Iteration 109Q: 47 clusters Score -1.151593e+08 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159589 members 
Mstep: Class 2 contains 1923 members 
Mstep: Class 3 contains 14902 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 18022 members 
Mstep: Class 6 contains 72647 members 
Mstep: Class 7 contains 8300 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 181469 members 
Mstep: Class 10 contains 12639 members 
Mstep: Class 11 contains 52768 members 
Mstep: Class 12 contains 3134 members 
Mstep: Class 13 contains 6108 members 
Mstep: Class 14 contains 63714 members 
Mstep: Class 15 contains 13010 members 
Mstep: Class 16 contains 40477 members 
Mstep: Class 17 contains 26669 members 
Mstep: Class 18 contains 102105 members 
Mstep: Class 19 contains 2415 members 
Mstep: Class 20 contains 6318 members 
Mstep: Class 21 contains 39060 members 
Mstep: Class 22 contains 1374 members 
Mstep: Class 23 contains 3078 members 
Mstep: Class 24 contains 11829 members 
Mstep: Class 25 contains 4738 members 
Mstep: Class 26 contains 3827 members 
Mstep: Class 27 contains 2134 members 
Mstep: Class 28 contains 17827 members 
Mstep: Class 29 contains 26819 members 
Mstep: Class 30 contains 3504 members 
Mstep: Class 31 contains 13775 members 
Mstep: Class 32 contains 7831 members 
Mstep: Class 33 contains 61887 members 
Mstep: Class 34 contains 26601 members 
Mstep: Class 35 contains 17466 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17687 members 
Mstep: Class 38 contains 1813 members 
Mstep: Class 39 contains 2444 members 
Mstep: Class 40 contains 601 members 
Mstep: Class 41 contains 14468 members 
Mstep: Class 42 contains 1469 members 
Mstep: Class 43 contains 9602 members 
Mstep: Class 44 contains 4968 members 
Mstep: Class 45 contains 14139 members 
Mstep: Class 46 contains 5228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115159408.000000 Penalty: 158740.234375
Iteration 110Q: 47 clusters Score -1.151594e+08 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 159873 members 
Mstep: Class 2 contains 1936 members 
Mstep: Class 3 contains 14918 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 18076 members 
Mstep: Class 6 contains 72643 members 
Mstep: Class 7 contains 8326 members 
Mstep: Class 8 contains 1389 members 
Mstep: Class 9 contains 181483 members 
Mstep: Class 10 contains 12649 members 
Mstep: Class 11 contains 52801 members 
Mstep: Class 12 contains 3127 members 
Mstep: Class 13 contains 6108 members 
Mstep: Class 14 contains 63517 members 
Mstep: Class 15 contains 13011 members 
Mstep: Class 16 contains 40492 members 
Mstep: Class 17 contains 26640 members 
Mstep: Class 18 contains 102068 members 
Mstep: Class 19 contains 2430 members 
Mstep: Class 20 contains 6297 members 
Mstep: Class 21 contains 39129 members 
Mstep: Class 22 contains 1374 members 
Mstep: Class 23 contains 3078 members 
Mstep: Class 24 contains 11443 members 
Mstep: Class 25 contains 4735 members 
Mstep: Class 26 contains 3825 members 
Mstep: Class 27 contains 2133 members 
Mstep: Class 28 contains 17777 members 
Mstep: Class 29 contains 26762 members 
Mstep: Class 30 contains 3500 members 
Mstep: Class 31 contains 13780 members 
Mstep: Class 32 contains 7832 members 
Mstep: Class 33 contains 62030 members 
Mstep: Class 34 contains 26594 members 
Mstep: Class 35 contains 17447 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17692 members 
Mstep: Class 38 contains 1813 members 
Mstep: Class 39 contains 2444 members 
Mstep: Class 40 contains 600 members 
Mstep: Class 41 contains 14564 members 
Mstep: Class 42 contains 1469 members 
Mstep: Class 43 contains 9620 members 
Mstep: Class 44 contains 4982 members 
Mstep: Class 45 contains 14135 members 
Mstep: Class 46 contains 5230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115159408.000000 Penalty: 158740.234375
Iteration 111Q: 47 clusters Score -1.151594e+08 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 160119 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 14942 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 18142 members 
Mstep: Class 6 contains 72636 members 
Mstep: Class 7 contains 8344 members 
Mstep: Class 8 contains 1391 members 
Mstep: Class 9 contains 181481 members 
Mstep: Class 10 contains 12649 members 
Mstep: Class 11 contains 52843 members 
Mstep: Class 12 contains 3121 members 
Mstep: Class 13 contains 6109 members 
Mstep: Class 14 contains 63388 members 
Mstep: Class 15 contains 13008 members 
Mstep: Class 16 contains 40506 members 
Mstep: Class 17 contains 26613 members 
Mstep: Class 18 contains 102032 members 
Mstep: Class 19 contains 2444 members 
Mstep: Class 20 contains 6264 members 
Mstep: Class 21 contains 39181 members 
Mstep: Class 22 contains 1375 members 
Mstep: Class 23 contains 3081 members 
Mstep: Class 24 contains 11076 members 
Mstep: Class 25 contains 4735 members 
Mstep: Class 26 contains 3825 members 
Mstep: Class 27 contains 2134 members 
Mstep: Class 28 contains 17732 members 
Mstep: Class 29 contains 26686 members 
Mstep: Class 30 contains 3498 members 
Mstep: Class 31 contains 13783 members 
Mstep: Class 32 contains 7832 members 
Mstep: Class 33 contains 62161 members 
Mstep: Class 34 contains 26591 members 
Mstep: Class 35 contains 17428 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17694 members 
Mstep: Class 38 contains 1813 members 
Mstep: Class 39 contains 2444 members 
Mstep: Class 40 contains 599 members 
Mstep: Class 41 contains 14659 members 
Mstep: Class 42 contains 1469 members 
Mstep: Class 43 contains 9629 members 
Mstep: Class 44 contains 5001 members 
Mstep: Class 45 contains 14131 members 
Mstep: Class 46 contains 5230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115159808.000000 Penalty: 158740.234375
Iteration 112Q: 47 clusters Score -1.151598e+08 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 160362 members 
Mstep: Class 2 contains 1967 members 
Mstep: Class 3 contains 14954 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 18227 members 
Mstep: Class 6 contains 72631 members 
Mstep: Class 7 contains 8364 members 
Mstep: Class 8 contains 1392 members 
Mstep: Class 9 contains 181479 members 
Mstep: Class 10 contains 12657 members 
Mstep: Class 11 contains 52868 members 
Mstep: Class 12 contains 3115 members 
Mstep: Class 13 contains 6109 members 
Mstep: Class 14 contains 63246 members 
Mstep: Class 15 contains 13001 members 
Mstep: Class 16 contains 40536 members 
Mstep: Class 17 contains 26585 members 
Mstep: Class 18 contains 101999 members 
Mstep: Class 19 contains 2453 members 
Mstep: Class 20 contains 6237 members 
Mstep: Class 21 contains 39248 members 
Mstep: Class 22 contains 1375 members 
Mstep: Class 23 contains 3082 members 
Mstep: Class 24 contains 10720 members 
Mstep: Class 25 contains 4733 members 
Mstep: Class 26 contains 3824 members 
Mstep: Class 27 contains 2137 members 
Mstep: Class 28 contains 17675 members 
Mstep: Class 29 contains 26619 members 
Mstep: Class 30 contains 3497 members 
Mstep: Class 31 contains 13784 members 
Mstep: Class 32 contains 7836 members 
Mstep: Class 33 contains 62294 members 
Mstep: Class 34 contains 26583 members 
Mstep: Class 35 contains 17398 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17700 members 
Mstep: Class 38 contains 1814 members 
Mstep: Class 39 contains 2444 members 
Mstep: Class 40 contains 598 members 
Mstep: Class 41 contains 14734 members 
Mstep: Class 42 contains 1469 members 
Mstep: Class 43 contains 9640 members 
Mstep: Class 44 contains 5020 members 
Mstep: Class 45 contains 14131 members 
Mstep: Class 46 contains 5235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115159856.000000 Penalty: 158740.234375
Iteration 113Q: 47 clusters Score -1.151599e+08 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 160609 members 
Mstep: Class 2 contains 1977 members 
Mstep: Class 3 contains 14963 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 18317 members 
Mstep: Class 6 contains 72616 members 
Mstep: Class 7 contains 8378 members 
Mstep: Class 8 contains 1392 members 
Mstep: Class 9 contains 181484 members 
Mstep: Class 10 contains 12654 members 
Mstep: Class 11 contains 52896 members 
Mstep: Class 12 contains 3111 members 
Mstep: Class 13 contains 6109 members 
Mstep: Class 14 contains 63090 members 
Mstep: Class 15 contains 12999 members 
Mstep: Class 16 contains 40574 members 
Mstep: Class 17 contains 26572 members 
Mstep: Class 18 contains 101970 members 
Mstep: Class 19 contains 2460 members 
Mstep: Class 20 contains 6210 members 
Mstep: Class 21 contains 39310 members 
Mstep: Class 22 contains 1375 members 
Mstep: Class 23 contains 3083 members 
Mstep: Class 24 contains 10347 members 
Mstep: Class 25 contains 4732 members 
Mstep: Class 26 contains 3822 members 
Mstep: Class 27 contains 2139 members 
Mstep: Class 28 contains 17610 members 
Mstep: Class 29 contains 26540 members 
Mstep: Class 30 contains 3494 members 
Mstep: Class 31 contains 13787 members 
Mstep: Class 32 contains 7840 members 
Mstep: Class 33 contains 62460 members 
Mstep: Class 34 contains 26571 members 
Mstep: Class 35 contains 17378 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17702 members 
Mstep: Class 38 contains 1814 members 
Mstep: Class 39 contains 2444 members 
Mstep: Class 40 contains 598 members 
Mstep: Class 41 contains 14812 members 
Mstep: Class 42 contains 1469 members 
Mstep: Class 43 contains 9659 members 
Mstep: Class 44 contains 5038 members 
Mstep: Class 45 contains 14130 members 
Mstep: Class 46 contains 5237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115160144.000000 Penalty: 158740.234375
Iteration 114Q: 47 clusters Score -1.151601e+08 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 160806 members 
Mstep: Class 2 contains 1984 members 
Mstep: Class 3 contains 14975 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 18412 members 
Mstep: Class 6 contains 72604 members 
Mstep: Class 7 contains 8389 members 
Mstep: Class 8 contains 1391 members 
Mstep: Class 9 contains 181483 members 
Mstep: Class 10 contains 12653 members 
Mstep: Class 11 contains 52944 members 
Mstep: Class 12 contains 3112 members 
Mstep: Class 13 contains 6109 members 
Mstep: Class 14 contains 62904 members 
Mstep: Class 15 contains 12996 members 
Mstep: Class 16 contains 40610 members 
Mstep: Class 17 contains 26555 members 
Mstep: Class 18 contains 101945 members 
Mstep: Class 19 contains 2474 members 
Mstep: Class 20 contains 6175 members 
Mstep: Class 21 contains 39369 members 
Mstep: Class 22 contains 1375 members 
Mstep: Class 23 contains 3087 members 
Mstep: Class 24 contains 10002 members 
Mstep: Class 25 contains 4731 members 
Mstep: Class 26 contains 3821 members 
Mstep: Class 27 contains 2139 members 
Mstep: Class 28 contains 17559 members 
Mstep: Class 29 contains 26463 members 
Mstep: Class 30 contains 3490 members 
Mstep: Class 31 contains 13793 members 
Mstep: Class 32 contains 7842 members 
Mstep: Class 33 contains 62649 members 
Mstep: Class 34 contains 26563 members 
Mstep: Class 35 contains 17361 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17709 members 
Mstep: Class 38 contains 1814 members 
Mstep: Class 39 contains 2444 members 
Mstep: Class 40 contains 598 members 
Mstep: Class 41 contains 14875 members 
Mstep: Class 42 contains 1469 members 
Mstep: Class 43 contains 9675 members 
Mstep: Class 44 contains 5056 members 
Mstep: Class 45 contains 14130 members 
Mstep: Class 46 contains 5237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115160488.000000 Penalty: 158740.234375
Iteration 115Q: 47 clusters Score -1.151605e+08 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 160966 members 
Mstep: Class 2 contains 2000 members 
Mstep: Class 3 contains 14977 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 18498 members 
Mstep: Class 6 contains 72590 members 
Mstep: Class 7 contains 8405 members 
Mstep: Class 8 contains 1392 members 
Mstep: Class 9 contains 181516 members 
Mstep: Class 10 contains 12649 members 
Mstep: Class 11 contains 53000 members 
Mstep: Class 12 contains 3109 members 
Mstep: Class 13 contains 6110 members 
Mstep: Class 14 contains 62742 members 
Mstep: Class 15 contains 12990 members 
Mstep: Class 16 contains 40629 members 
Mstep: Class 17 contains 26535 members 
Mstep: Class 18 contains 101924 members 
Mstep: Class 19 contains 2490 members 
Mstep: Class 20 contains 6141 members 
Mstep: Class 21 contains 39418 members 
Mstep: Class 22 contains 1374 members 
Mstep: Class 23 contains 3090 members 
Mstep: Class 24 contains 9653 members 
Mstep: Class 25 contains 4728 members 
Mstep: Class 26 contains 3820 members 
Mstep: Class 27 contains 2139 members 
Mstep: Class 28 contains 17516 members 
Mstep: Class 29 contains 26370 members 
Mstep: Class 30 contains 3487 members 
Mstep: Class 31 contains 13796 members 
Mstep: Class 32 contains 7844 members 
Mstep: Class 33 contains 62864 members 
Mstep: Class 34 contains 26555 members 
Mstep: Class 35 contains 17335 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17715 members 
Mstep: Class 38 contains 1814 members 
Mstep: Class 39 contains 2444 members 
Mstep: Class 40 contains 597 members 
Mstep: Class 41 contains 14948 members 
Mstep: Class 42 contains 1469 members 
Mstep: Class 43 contains 9701 members 
Mstep: Class 44 contains 5066 members 
Mstep: Class 45 contains 14129 members 
Mstep: Class 46 contains 5237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115160608.000000 Penalty: 158740.234375
Iteration 116Q: 47 clusters Score -1.151606e+08 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 161082 members 
Mstep: Class 2 contains 2020 members 
Mstep: Class 3 contains 14977 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 18592 members 
Mstep: Class 6 contains 72574 members 
Mstep: Class 7 contains 8425 members 
Mstep: Class 8 contains 1396 members 
Mstep: Class 9 contains 181540 members 
Mstep: Class 10 contains 12650 members 
Mstep: Class 11 contains 53030 members 
Mstep: Class 12 contains 3107 members 
Mstep: Class 13 contains 6110 members 
Mstep: Class 14 contains 62604 members 
Mstep: Class 15 contains 12987 members 
Mstep: Class 16 contains 40640 members 
Mstep: Class 17 contains 26518 members 
Mstep: Class 18 contains 101903 members 
Mstep: Class 19 contains 2501 members 
Mstep: Class 20 contains 6111 members 
Mstep: Class 21 contains 39449 members 
Mstep: Class 22 contains 1372 members 
Mstep: Class 23 contains 3090 members 
Mstep: Class 24 contains 9348 members 
Mstep: Class 25 contains 4725 members 
Mstep: Class 26 contains 3815 members 
Mstep: Class 27 contains 2139 members 
Mstep: Class 28 contains 17475 members 
Mstep: Class 29 contains 26285 members 
Mstep: Class 30 contains 3486 members 
Mstep: Class 31 contains 13793 members 
Mstep: Class 32 contains 7845 members 
Mstep: Class 33 contains 63091 members 
Mstep: Class 34 contains 26560 members 
Mstep: Class 35 contains 17309 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17720 members 
Mstep: Class 38 contains 1814 members 
Mstep: Class 39 contains 2444 members 
Mstep: Class 40 contains 596 members 
Mstep: Class 41 contains 15010 members 
Mstep: Class 42 contains 1469 members 
Mstep: Class 43 contains 9728 members 
Mstep: Class 44 contains 5076 members 
Mstep: Class 45 contains 14130 members 
Mstep: Class 46 contains 5235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115161128.000000 Penalty: 158740.234375
Iteration 117Q: 47 clusters Score -1.151611e+08 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 161230 members 
Mstep: Class 2 contains 2043 members 
Mstep: Class 3 contains 14981 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 18697 members 
Mstep: Class 6 contains 72561 members 
Mstep: Class 7 contains 8448 members 
Mstep: Class 8 contains 1395 members 
Mstep: Class 9 contains 181557 members 
Mstep: Class 10 contains 12653 members 
Mstep: Class 11 contains 53065 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 6111 members 
Mstep: Class 14 contains 62469 members 
Mstep: Class 15 contains 12984 members 
Mstep: Class 16 contains 40664 members 
Mstep: Class 17 contains 26493 members 
Mstep: Class 18 contains 101894 members 
Mstep: Class 19 contains 2521 members 
Mstep: Class 20 contains 6070 members 
Mstep: Class 21 contains 39487 members 
Mstep: Class 22 contains 1371 members 
Mstep: Class 23 contains 3091 members 
Mstep: Class 24 contains 9045 members 
Mstep: Class 25 contains 4724 members 
Mstep: Class 26 contains 3810 members 
Mstep: Class 27 contains 2140 members 
Mstep: Class 28 contains 17416 members 
Mstep: Class 29 contains 26166 members 
Mstep: Class 30 contains 3484 members 
Mstep: Class 31 contains 13792 members 
Mstep: Class 32 contains 7845 members 
Mstep: Class 33 contains 63288 members 
Mstep: Class 34 contains 26557 members 
Mstep: Class 35 contains 17299 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17722 members 
Mstep: Class 38 contains 1815 members 
Mstep: Class 39 contains 2444 members 
Mstep: Class 40 contains 594 members 
Mstep: Class 41 contains 15072 members 
Mstep: Class 42 contains 1469 members 
Mstep: Class 43 contains 9743 members 
Mstep: Class 44 contains 5091 members 
Mstep: Class 45 contains 14129 members 
Mstep: Class 46 contains 5236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115161472.000000 Penalty: 158740.234375
Iteration 118Q: 47 clusters Score -1.151615e+08 nChanged 1884
Entering ConstructFrom: 
Score: -115161472.000000 Penalty: 158740.234375
Entering ConstructFrom: 
Trying to split cluster 1 (161342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161342 members 
Entering Unmasked Estep 
Score: -17729654.000000 Penalty: 2973.837891
	Iteration 0F: 2 clusters Score -1.772965e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80920 members 
Mstep: Class 2 contains 80422 members 
Entering Unmasked Estep 
Score: -17621576.000000 Penalty: 5947.675781
	Iteration 0F: 3 clusters Score -1.762158e+07 nChanged 77352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85892 members 
Mstep: Class 2 contains 75450 members 
Entering Unmasked Estep 
Score: -17666604.000000 Penalty: 5947.675781
	Iteration 1F: 3 clusters Score -1.76666e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89055 members 
Mstep: Class 2 contains 72287 members 
Entering Unmasked Estep 
Score: -17667878.000000 Penalty: 5947.675781
	Iteration 2Q: 3 clusters Score -1.766788e+07 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93879 members 
Mstep: Class 2 contains 67463 members 
Entering Unmasked Estep 
Score: -17669894.000000 Penalty: 5947.675781
	Iteration 3Q: 3 clusters Score -1.766989e+07 nChanged 8081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101226 members 
Mstep: Class 2 contains 60116 members 
Entering Unmasked Estep 
Score: -17673530.000000 Penalty: 5947.675781
	Iteration 4F: 3 clusters Score -1.767353e+07 nChanged 10860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111722 members 
Mstep: Class 2 contains 49620 members 
Entering Unmasked Estep 
Score: -17680410.000000 Penalty: 5947.675781
	Iteration 5F: 3 clusters Score -1.768041e+07 nChanged 13674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125252 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
Score: -17691568.000000 Penalty: 5947.675781
	Iteration 6F: 3 clusters Score -1.769157e+07 nChanged 14568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139776 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -17705334.000000 Penalty: 5947.675781
	Iteration 7F: 3 clusters Score -1.770533e+07 nChanged 11819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151591 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -17717456.000000 Penalty: 5947.675781
	Iteration 8F: 3 clusters Score -1.771746e+07 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158087 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -17724010.000000 Penalty: 5947.675781
	Iteration 9Q: 3 clusters Score -1.772401e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160415 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -17726142.000000 Penalty: 5947.675781
	Iteration 10Q: 3 clusters Score -1.772614e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160961 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -17726642.000000 Penalty: 5947.675781
	Iteration 11Q: 3 clusters Score -1.772664e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161077 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -17726834.000000 Penalty: 5947.675781
	Iteration 12Q: 3 clusters Score -1.772683e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161110 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -17726932.000000 Penalty: 5947.675781
	Iteration 13Q: 3 clusters Score -1.772693e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161125 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -17726962.000000 Penalty: 5947.675781
	Iteration 14Q: 3 clusters Score -1.772696e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161135 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -17726968.000000 Penalty: 5947.675781
	Iteration 15Q: 3 clusters Score -1.772697e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161141 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -17727032.000000 Penalty: 5947.675781
	Iteration 16Q: 3 clusters Score -1.772703e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161146 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -17727046.000000 Penalty: 5947.675781
	Iteration 17Q: 3 clusters Score -1.772705e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161149 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -17727034.000000 Penalty: 5947.675781
	Iteration 18Q: 3 clusters Score -1.772703e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161153 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -17727068.000000 Penalty: 5947.675781
	Iteration 19Q: 3 clusters Score -1.772707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161153 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -17727068.000000 Penalty: 5947.675781
	Iteration 20F: 3 clusters Score -1.772707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161152 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -17727078.000000 Penalty: 5947.675781
	Iteration 21Q: 3 clusters Score -1.772708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161153 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -17727072.000000 Penalty: 5947.675781
	Iteration 22Q: 3 clusters Score -1.772707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161153 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -17727060.000000 Penalty: 5947.675781
	Iteration 23Q: 3 clusters Score -1.772706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161155 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -17727090.000000 Penalty: 5947.675781
	Iteration 24Q: 3 clusters Score -1.772709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161155 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -17727100.000000 Penalty: 5947.675781
	Iteration 25Q: 3 clusters Score -1.77271e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161154 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -17727094.000000 Penalty: 5947.675781
	Iteration 26Q: 3 clusters Score -1.772709e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161154 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -17727094.000000 Penalty: 5947.675781
	Iteration 27F: 3 clusters Score -1.772709e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Entering Unmasked Estep 
Score: -176389.281250 Penalty: 1892.234009
	Iteration 0F: 2 clusters Score -176389.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -173783.421875 Penalty: 3784.468018
	Iteration 0F: 3 clusters Score -173783.4 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -174295.328125 Penalty: 3784.468018
	Iteration 1F: 3 clusters Score -174295.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -174448.656250 Penalty: 3784.468018
	Iteration 2F: 3 clusters Score -174448.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -174560.812500 Penalty: 3784.468018
	Iteration 3Q: 3 clusters Score -174560.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -174726.062500 Penalty: 3784.468018
	Iteration 4Q: 3 clusters Score -174726.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -174949.437500 Penalty: 3784.468018
	Iteration 5F: 3 clusters Score -174949.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -175096.640625 Penalty: 3784.468018
	Iteration 6Q: 3 clusters Score -175096.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -175174.453125 Penalty: 3784.468018
	Iteration 7Q: 3 clusters Score -175174.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -175238.890625 Penalty: 3784.468018
	Iteration 8Q: 3 clusters Score -175238.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -175286.859375 Penalty: 3784.468018
	Iteration 9Q: 3 clusters Score -175286.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -175321.062500 Penalty: 3784.468018
	Iteration 10Q: 3 clusters Score -175321.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -175350.109375 Penalty: 3784.468018
	Iteration 11Q: 3 clusters Score -175350.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -175366.046875 Penalty: 3784.468018
	Iteration 12Q: 3 clusters Score -175366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -175377.250000 Penalty: 3784.468018
	Iteration 13Q: 3 clusters Score -175377.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -175386.718750 Penalty: 3784.468018
	Iteration 14Q: 3 clusters Score -175386.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -175394.640625 Penalty: 3784.468018
	Iteration 15Q: 3 clusters Score -175394.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -175401.875000 Penalty: 3784.468018
	Iteration 16Q: 3 clusters Score -175401.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -175407.078125 Penalty: 3784.468018
	Iteration 17Q: 3 clusters Score -175407.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -175412.781250 Penalty: 3784.468018
	Iteration 18Q: 3 clusters Score -175412.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -175426.421875 Penalty: 3784.468018
	Iteration 19Q: 3 clusters Score -175426.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -175439.593750 Penalty: 3784.468018
	Iteration 20F: 3 clusters Score -175439.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -175454.890625 Penalty: 3784.468018
	Iteration 21Q: 3 clusters Score -175454.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -175464.437500 Penalty: 3784.468018
	Iteration 22Q: 3 clusters Score -175464.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -175474.406250 Penalty: 3784.468018
	Iteration 23Q: 3 clusters Score -175474.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -175477.906250 Penalty: 3784.468018
	Iteration 24Q: 3 clusters Score -175477.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -175479.625000 Penalty: 3784.468018
	Iteration 25Q: 3 clusters Score -175479.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -175481.781250 Penalty: 3784.468018
	Iteration 26Q: 3 clusters Score -175481.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -175483.015625 Penalty: 3784.468018
	Iteration 27Q: 3 clusters Score -175483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -175483.468750 Penalty: 3784.468018
	Iteration 28Q: 3 clusters Score -175483.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -175487.468750 Penalty: 3784.468018
	Iteration 29Q: 3 clusters Score -175487.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -175489.937500 Penalty: 3784.468018
	Iteration 30Q: 3 clusters Score -175489.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -175492.781250 Penalty: 3784.468018
	Iteration 31Q: 3 clusters Score -175492.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -175493.375000 Penalty: 3784.468018
	Iteration 32Q: 3 clusters Score -175493.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -175495.312500 Penalty: 3784.468018
	Iteration 33Q: 3 clusters Score -175495.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -175496.406250 Penalty: 3784.468018
	Iteration 34Q: 3 clusters Score -175496.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -175498.140625 Penalty: 3784.468018
	Iteration 35Q: 3 clusters Score -175498.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -175499.625000 Penalty: 3784.468018
	Iteration 36Q: 3 clusters Score -175499.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -175500.656250 Penalty: 3784.468018
	Iteration 37Q: 3 clusters Score -175500.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -175501.843750 Penalty: 3784.468018
	Iteration 38Q: 3 clusters Score -175501.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -175502.890625 Penalty: 3784.468018
	Iteration 39Q: 3 clusters Score -175502.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -175503.156250 Penalty: 3784.468018
	Iteration 40F: 3 clusters Score -175503.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Entering Unmasked Estep 
Score: -1525242.875000 Penalty: 2384.802246
	Iteration 0F: 2 clusters Score -1525243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1514421.250000 Penalty: 4769.604492
	Iteration 0F: 3 clusters Score -1514421 nChanged 6483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1518333.375000 Penalty: 4769.604492
	Iteration 1F: 3 clusters Score -1518333 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1519146.500000 Penalty: 4769.604492
	Iteration 2F: 3 clusters Score -1519146 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1519897.375000 Penalty: 4769.604492
	Iteration 3F: 3 clusters Score -1519897 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1520474.000000 Penalty: 4769.604492
	Iteration 4F: 3 clusters Score -1520474 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1520895.000000 Penalty: 4769.604492
	Iteration 5F: 3 clusters Score -1520895 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1521231.750000 Penalty: 4769.604492
	Iteration 6Q: 3 clusters Score -1521232 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1521495.000000 Penalty: 4769.604492
	Iteration 7Q: 3 clusters Score -1521495 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1521719.125000 Penalty: 4769.604492
	Iteration 8Q: 3 clusters Score -1521719 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1521904.375000 Penalty: 4769.604492
	Iteration 9Q: 3 clusters Score -1521904 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1522064.625000 Penalty: 4769.604492
	Iteration 10Q: 3 clusters Score -1522065 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1522214.000000 Penalty: 4769.604492
	Iteration 11Q: 3 clusters Score -1522214 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1522330.750000 Penalty: 4769.604492
	Iteration 12Q: 3 clusters Score -1522331 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1522430.625000 Penalty: 4769.604492
	Iteration 13Q: 3 clusters Score -1522431 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1522529.625000 Penalty: 4769.604492
	Iteration 14Q: 3 clusters Score -1522530 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1522627.625000 Penalty: 4769.604492
	Iteration 15Q: 3 clusters Score -1522628 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1522701.750000 Penalty: 4769.604492
	Iteration 16Q: 3 clusters Score -1522702 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1522766.125000 Penalty: 4769.604492
	Iteration 17Q: 3 clusters Score -1522766 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1522830.125000 Penalty: 4769.604492
	Iteration 18Q: 3 clusters Score -1522830 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1522887.375000 Penalty: 4769.604492
	Iteration 19Q: 3 clusters Score -1522887 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1522938.125000 Penalty: 4769.604492
	Iteration 20F: 3 clusters Score -1522938 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1522975.625000 Penalty: 4769.604492
	Iteration 21Q: 3 clusters Score -1522976 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1523029.000000 Penalty: 4769.604492
	Iteration 22Q: 3 clusters Score -1523029 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1523087.500000 Penalty: 4769.604492
	Iteration 23Q: 3 clusters Score -1523088 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1523134.250000 Penalty: 4769.604492
	Iteration 24Q: 3 clusters Score -1523134 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1523168.500000 Penalty: 4769.604492
	Iteration 25Q: 3 clusters Score -1523168 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1523204.875000 Penalty: 4769.604492
	Iteration 26Q: 3 clusters Score -1523205 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1523245.125000 Penalty: 4769.604492
	Iteration 27Q: 3 clusters Score -1523245 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1523294.375000 Penalty: 4769.604492
	Iteration 28Q: 3 clusters Score -1523294 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1523340.500000 Penalty: 4769.604492
	Iteration 29Q: 3 clusters Score -1523340 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1523401.125000 Penalty: 4769.604492
	Iteration 30Q: 3 clusters Score -1523401 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1523466.250000 Penalty: 4769.604492
	Iteration 31Q: 3 clusters Score -1523466 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1523535.750000 Penalty: 4769.604492
	Iteration 32Q: 3 clusters Score -1523536 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1523601.500000 Penalty: 4769.604492
	Iteration 33Q: 3 clusters Score -1523602 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1523675.750000 Penalty: 4769.604492
	Iteration 34Q: 3 clusters Score -1523676 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1523755.125000 Penalty: 4769.604492
	Iteration 35Q: 3 clusters Score -1523755 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1523840.000000 Penalty: 4769.604492
	Iteration 36Q: 3 clusters Score -1523840 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1523919.875000 Penalty: 4769.604492
	Iteration 37Q: 3 clusters Score -1523920 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1523980.625000 Penalty: 4769.604492
	Iteration 38Q: 3 clusters Score -1523981 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1524048.875000 Penalty: 4769.604492
	Iteration 39Q: 3 clusters Score -1524049 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1524140.750000 Penalty: 4769.604492
	Iteration 40F: 3 clusters Score -1524141 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1524281.125000 Penalty: 4769.604492
	Iteration 41Q: 3 clusters Score -1524281 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1524419.500000 Penalty: 4769.604492
	Iteration 42Q: 3 clusters Score -1524420 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1524486.500000 Penalty: 4769.604492
	Iteration 43Q: 3 clusters Score -1524486 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1524542.000000 Penalty: 4769.604492
	Iteration 44Q: 3 clusters Score -1524542 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1524572.000000 Penalty: 4769.604492
	Iteration 45Q: 3 clusters Score -1524572 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1524603.625000 Penalty: 4769.604492
	Iteration 46Q: 3 clusters Score -1524604 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1524626.125000 Penalty: 4769.604492
	Iteration 47Q: 3 clusters Score -1524626 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1524644.750000 Penalty: 4769.604492
	Iteration 48Q: 3 clusters Score -1524645 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1524651.750000 Penalty: 4769.604492
	Iteration 49Q: 3 clusters Score -1524652 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1524661.500000 Penalty: 4769.604492
	Iteration 50Q: 3 clusters Score -1524662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1524667.000000 Penalty: 4769.604492
	Iteration 51Q: 3 clusters Score -1524667 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1524682.500000 Penalty: 4769.604492
	Iteration 52Q: 3 clusters Score -1524682 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1524691.250000 Penalty: 4769.604492
	Iteration 53Q: 3 clusters Score -1524691 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1524707.000000 Penalty: 4769.604492
	Iteration 54Q: 3 clusters Score -1524707 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1524715.625000 Penalty: 4769.604492
	Iteration 55Q: 3 clusters Score -1524716 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1524732.500000 Penalty: 4769.604492
	Iteration 56Q: 3 clusters Score -1524732 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1524743.500000 Penalty: 4769.604492
	Iteration 57Q: 3 clusters Score -1524744 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1524758.875000 Penalty: 4769.604492
	Iteration 58Q: 3 clusters Score -1524759 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1524767.125000 Penalty: 4769.604492
	Iteration 59Q: 3 clusters Score -1524767 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1524771.625000 Penalty: 4769.604492
	Iteration 60F: 3 clusters Score -1524772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1524777.625000 Penalty: 4769.604492
	Iteration 61Q: 3 clusters Score -1524778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1524781.625000 Penalty: 4769.604492
	Iteration 62Q: 3 clusters Score -1524782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1524783.625000 Penalty: 4769.604492
	Iteration 63Q: 3 clusters Score -1524784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1524788.500000 Penalty: 4769.604492
	Iteration 64Q: 3 clusters Score -1524788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1524787.250000 Penalty: 4769.604492
	Iteration 65Q: 3 clusters Score -1524787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1524788.000000 Penalty: 4769.604492
	Iteration 66Q: 3 clusters Score -1524788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1524788.000000 Penalty: 4769.604492
	Iteration 67Q: 3 clusters Score -1524788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1524787.000000 Penalty: 4769.604492
	Iteration 68Q: 3 clusters Score -1524787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1524789.875000 Penalty: 4769.604492
	Iteration 69Q: 3 clusters Score -1524790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1524788.250000 Penalty: 4769.604492
	Iteration 70Q: 3 clusters Score -1524788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1524788.250000 Penalty: 4769.604492
	Iteration 71F: 3 clusters Score -1524788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Entering Unmasked Estep 
Score: -144533.718750 Penalty: 1809.342285
	Iteration 0F: 2 clusters Score -144533.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -142394.187500 Penalty: 3618.684570
	Iteration 0F: 3 clusters Score -142394.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -143174.515625 Penalty: 3618.684570
	Iteration 1F: 3 clusters Score -143174.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -143957.218750 Penalty: 3618.684570
	Iteration 2F: 3 clusters Score -143957.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -144536.625000 Penalty: 3618.684570
	Iteration 3F: 3 clusters Score -144536.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -144825.046875 Penalty: 3618.684570
	Iteration 4F: 3 clusters Score -144825 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -144965.437500 Penalty: 3618.684570
	Iteration 5Q: 3 clusters Score -144965.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -145035.531250 Penalty: 3618.684570
	Iteration 6Q: 3 clusters Score -145035.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -145100.859375 Penalty: 3618.684570
	Iteration 7Q: 3 clusters Score -145100.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -145123.015625 Penalty: 3618.684570
	Iteration 8Q: 3 clusters Score -145123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -145135.765625 Penalty: 3618.684570
	Iteration 9Q: 3 clusters Score -145135.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -145139.671875 Penalty: 3618.684570
	Iteration 10Q: 3 clusters Score -145139.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -145141.812500 Penalty: 3618.684570
	Iteration 11Q: 3 clusters Score -145141.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -145141.812500 Penalty: 3618.684570
	Iteration 12F: 3 clusters Score -145141.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 161342 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 15005 members 
Mstep: Class 4 contains 1074 members 
Mstep: Class 5 contains 18787 members 
Mstep: Class 6 contains 72560 members 
Mstep: Class 7 contains 8465 members 
Mstep: Class 8 contains 1399 members 
Mstep: Class 9 contains 181601 members 
Mstep: Class 10 contains 12662 members 
Mstep: Class 11 contains 53086 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6111 members 
Mstep: Class 14 contains 62310 members 
Mstep: Class 15 contains 12981 members 
Mstep: Class 16 contains 40680 members 
Mstep: Class 17 contains 26448 members 
Mstep: Class 18 contains 101883 members 
Mstep: Class 19 contains 2554 members 
Mstep: Class 20 contains 6025 members 
Mstep: Class 21 contains 39515 members 
Mstep: Class 22 contains 1371 members 
Mstep: Class 23 contains 3095 members 
Mstep: Class 24 contains 8771 members 
Mstep: Class 25 contains 4721 members 
Mstep: Class 26 contains 3804 members 
Mstep: Class 27 contains 2140 members 
Mstep: Class 28 contains 17339 members 
Mstep: Class 29 contains 26051 members 
Mstep: Class 30 contains 3481 members 
Mstep: Class 31 contains 13795 members 
Mstep: Class 32 contains 7851 members 
Mstep: Class 33 contains 63525 members 
Mstep: Class 34 contains 26545 members 
Mstep: Class 35 contains 17296 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17729 members 
Mstep: Class 38 contains 1815 members 
Mstep: Class 39 contains 2444 members 
Mstep: Class 40 contains 594 members 
Mstep: Class 41 contains 15129 members 
Mstep: Class 42 contains 1469 members 
Mstep: Class 43 contains 9762 members 
Mstep: Class 44 contains 5104 members 
Mstep: Class 45 contains 14127 members 
Mstep: Class 46 contains 5236 members 
Mstep: Class 47 contains 400 members 
Entering Unmasked Estep 
Score: -115160752.000000 Penalty: 162191.109375
Splitting cluster 4 changes total score from -115161472.000000 to -115160752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (18787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Entering Unmasked Estep 
Score: -1956067.000000 Penalty: 2440.548340
	Iteration 0F: 2 clusters Score -1956067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1942734.875000 Penalty: 4881.096680
	Iteration 0F: 3 clusters Score -1942735 nChanged 8276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1947357.000000 Penalty: 4881.096680
	Iteration 1F: 3 clusters Score -1947357 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1947817.000000 Penalty: 4881.096680
	Iteration 2F: 3 clusters Score -1947817 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1948228.125000 Penalty: 4881.096680
	Iteration 3Q: 3 clusters Score -1948228 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1948665.625000 Penalty: 4881.096680
	Iteration 4Q: 3 clusters Score -1948666 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1949174.625000 Penalty: 4881.096680
	Iteration 5Q: 3 clusters Score -1949175 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1949729.250000 Penalty: 4881.096680
	Iteration 6Q: 3 clusters Score -1949729 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1950282.750000 Penalty: 4881.096680
	Iteration 7Q: 3 clusters Score -1950283 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1950820.375000 Penalty: 4881.096680
	Iteration 8Q: 3 clusters Score -1950820 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -1951304.750000 Penalty: 4881.096680
	Iteration 9Q: 3 clusters Score -1951305 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1951715.875000 Penalty: 4881.096680
	Iteration 10Q: 3 clusters Score -1951716 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -1952036.500000 Penalty: 4881.096680
	Iteration 11Q: 3 clusters Score -1952036 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -1952292.625000 Penalty: 4881.096680
	Iteration 12Q: 3 clusters Score -1952293 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -1952479.000000 Penalty: 4881.096680
	Iteration 13Q: 3 clusters Score -1952479 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -1952615.500000 Penalty: 4881.096680
	Iteration 14Q: 3 clusters Score -1952616 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -1952723.250000 Penalty: 4881.096680
	Iteration 15Q: 3 clusters Score -1952723 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -1952826.125000 Penalty: 4881.096680
	Iteration 16Q: 3 clusters Score -1952826 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -1952894.625000 Penalty: 4881.096680
	Iteration 17Q: 3 clusters Score -1952895 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -1952965.250000 Penalty: 4881.096680
	Iteration 18Q: 3 clusters Score -1952965 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -1953048.750000 Penalty: 4881.096680
	Iteration 19Q: 3 clusters Score -1953049 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -1953113.750000 Penalty: 4881.096680
	Iteration 20F: 3 clusters Score -1953114 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -1953194.875000 Penalty: 4881.096680
	Iteration 21Q: 3 clusters Score -1953195 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -1953274.625000 Penalty: 4881.096680
	Iteration 22Q: 3 clusters Score -1953275 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -1953368.000000 Penalty: 4881.096680
	Iteration 23Q: 3 clusters Score -1953368 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -1953469.000000 Penalty: 4881.096680
	Iteration 24Q: 3 clusters Score -1953469 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -1953567.375000 Penalty: 4881.096680
	Iteration 25Q: 3 clusters Score -1953567 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -1953659.500000 Penalty: 4881.096680
	Iteration 26Q: 3 clusters Score -1953660 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -1953763.875000 Penalty: 4881.096680
	Iteration 27Q: 3 clusters Score -1953764 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -1953853.750000 Penalty: 4881.096680
	Iteration 28Q: 3 clusters Score -1953854 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -1953929.000000 Penalty: 4881.096680
	Iteration 29Q: 3 clusters Score -1953929 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -1953986.500000 Penalty: 4881.096680
	Iteration 30Q: 3 clusters Score -1953986 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -1954029.125000 Penalty: 4881.096680
	Iteration 31Q: 3 clusters Score -1954029 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -1954062.125000 Penalty: 4881.096680
	Iteration 32Q: 3 clusters Score -1954062 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -1954084.750000 Penalty: 4881.096680
	Iteration 33Q: 3 clusters Score -1954085 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -1954100.500000 Penalty: 4881.096680
	Iteration 34Q: 3 clusters Score -1954100 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -1954112.125000 Penalty: 4881.096680
	Iteration 35Q: 3 clusters Score -1954112 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -1954118.875000 Penalty: 4881.096680
	Iteration 36Q: 3 clusters Score -1954119 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -1954129.375000 Penalty: 4881.096680
	Iteration 37Q: 3 clusters Score -1954129 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -1954136.625000 Penalty: 4881.096680
	Iteration 38Q: 3 clusters Score -1954137 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -1954143.750000 Penalty: 4881.096680
	Iteration 39Q: 3 clusters Score -1954144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -1954151.000000 Penalty: 4881.096680
	Iteration 40F: 3 clusters Score -1954151 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -1954155.125000 Penalty: 4881.096680
	Iteration 41Q: 3 clusters Score -1954155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -1954160.125000 Penalty: 4881.096680
	Iteration 42Q: 3 clusters Score -1954160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -1954162.500000 Penalty: 4881.096680
	Iteration 43Q: 3 clusters Score -1954162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -1954167.250000 Penalty: 4881.096680
	Iteration 44Q: 3 clusters Score -1954167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -1954166.875000 Penalty: 4881.096680
	Iteration 45Q: 3 clusters Score -1954167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -1954171.500000 Penalty: 4881.096680
	Iteration 46Q: 3 clusters Score -1954172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -1954173.250000 Penalty: 4881.096680
	Iteration 47Q: 3 clusters Score -1954173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -1954177.375000 Penalty: 4881.096680
	Iteration 48Q: 3 clusters Score -1954177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -1954176.250000 Penalty: 4881.096680
	Iteration 49Q: 3 clusters Score -1954176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -1954184.000000 Penalty: 4881.096680
	Iteration 50Q: 3 clusters Score -1954184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -1954184.875000 Penalty: 4881.096680
	Iteration 51Q: 3 clusters Score -1954185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -1954185.625000 Penalty: 4881.096680
	Iteration 52Q: 3 clusters Score -1954186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -1954187.125000 Penalty: 4881.096680
	Iteration 53Q: 3 clusters Score -1954187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -1954189.000000 Penalty: 4881.096680
	Iteration 54Q: 3 clusters Score -1954189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -1954190.500000 Penalty: 4881.096680
	Iteration 55Q: 3 clusters Score -1954190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -1954192.125000 Penalty: 4881.096680
	Iteration 56Q: 3 clusters Score -1954192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -1954196.125000 Penalty: 4881.096680
	Iteration 57Q: 3 clusters Score -1954196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -1954194.500000 Penalty: 4881.096680
	Iteration 58Q: 3 clusters Score -1954194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -1954196.625000 Penalty: 4881.096680
	Iteration 59Q: 3 clusters Score -1954197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -1954197.875000 Penalty: 4881.096680
	Iteration 60F: 3 clusters Score -1954198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -1954197.250000 Penalty: 4881.096680
	Iteration 61Q: 3 clusters Score -1954197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -1954200.250000 Penalty: 4881.096680
	Iteration 62Q: 3 clusters Score -1954200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -1954199.125000 Penalty: 4881.096680
	Iteration 63Q: 3 clusters Score -1954199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -1954203.750000 Penalty: 4881.096680
	Iteration 64Q: 3 clusters Score -1954204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -1954206.250000 Penalty: 4881.096680
	Iteration 65Q: 3 clusters Score -1954206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -1954207.625000 Penalty: 4881.096680
	Iteration 66Q: 3 clusters Score -1954208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -1954208.625000 Penalty: 4881.096680
	Iteration 67Q: 3 clusters Score -1954209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -1954211.500000 Penalty: 4881.096680
	Iteration 68Q: 3 clusters Score -1954212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -1954207.750000 Penalty: 4881.096680
	Iteration 69Q: 3 clusters Score -1954208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -1954209.250000 Penalty: 4881.096680
	Iteration 70Q: 3 clusters Score -1954209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -1954209.625000 Penalty: 4881.096680
	Iteration 71Q: 3 clusters Score -1954210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -1954207.625000 Penalty: 4881.096680
	Iteration 72Q: 3 clusters Score -1954208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -1954209.625000 Penalty: 4881.096680
	Iteration 73Q: 3 clusters Score -1954210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -1954207.875000 Penalty: 4881.096680
	Iteration 74Q: 3 clusters Score -1954208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -1954207.875000 Penalty: 4881.096680
	Iteration 75F: 3 clusters Score -1954208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (72560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72560 members 
Entering Unmasked Estep 
Score: -8083038.500000 Penalty: 2775.657959
	Iteration 0F: 2 clusters Score -8083038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
Score: -8034328.000000 Penalty: 5551.315918
	Iteration 0F: 3 clusters Score -8034328 nChanged 34226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -8054058.000000 Penalty: 5551.315918
	Iteration 1F: 3 clusters Score -8054058 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 40944 members 
Entering Unmasked Estep 
Score: -8055309.500000 Penalty: 5551.315918
	Iteration 2Q: 3 clusters Score -8055310 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 43584 members 
Entering Unmasked Estep 
Score: -8057078.000000 Penalty: 5551.315918
	Iteration 3F: 3 clusters Score -8057078 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 47157 members 
Entering Unmasked Estep 
Score: -8059547.000000 Penalty: 5551.315918
	Iteration 4F: 3 clusters Score -8059547 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 51401 members 
Entering Unmasked Estep 
Score: -8062671.500000 Penalty: 5551.315918
	Iteration 5F: 3 clusters Score -8062672 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 55943 members 
Entering Unmasked Estep 
Score: -8066274.000000 Penalty: 5551.315918
	Iteration 6F: 3 clusters Score -8066274 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 60504 members 
Entering Unmasked Estep 
Score: -8070171.000000 Penalty: 5551.315918
	Iteration 7F: 3 clusters Score -8070171 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 64453 members 
Entering Unmasked Estep 
Score: -8073880.000000 Penalty: 5551.315918
	Iteration 8F: 3 clusters Score -8073880 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 67292 members 
Entering Unmasked Estep 
Score: -8076624.500000 Penalty: 5551.315918
	Iteration 9Q: 3 clusters Score -8076624 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 69024 members 
Entering Unmasked Estep 
Score: -8078350.500000 Penalty: 5551.315918
	Iteration 10Q: 3 clusters Score -8078350 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 70045 members 
Entering Unmasked Estep 
Score: -8079295.000000 Penalty: 5551.315918
	Iteration 11Q: 3 clusters Score -8079295 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 70629 members 
Entering Unmasked Estep 
Score: -8079878.500000 Penalty: 5551.315918
	Iteration 12Q: 3 clusters Score -8079878 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 70974 members 
Entering Unmasked Estep 
Score: -8080224.500000 Penalty: 5551.315918
	Iteration 13Q: 3 clusters Score -8080224 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 71196 members 
Entering Unmasked Estep 
Score: -8080414.000000 Penalty: 5551.315918
	Iteration 14Q: 3 clusters Score -8080414 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 71347 members 
Entering Unmasked Estep 
Score: -8080544.500000 Penalty: 5551.315918
	Iteration 15Q: 3 clusters Score -8080544 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 71436 members 
Entering Unmasked Estep 
Score: -8080626.000000 Penalty: 5551.315918
	Iteration 16Q: 3 clusters Score -8080626 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 71517 members 
Entering Unmasked Estep 
Score: -8080693.000000 Penalty: 5551.315918
	Iteration 17Q: 3 clusters Score -8080693 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 71563 members 
Entering Unmasked Estep 
Score: -8080716.500000 Penalty: 5551.315918
	Iteration 18Q: 3 clusters Score -8080716 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 71589 members 
Entering Unmasked Estep 
Score: -8080746.000000 Penalty: 5551.315918
	Iteration 19Q: 3 clusters Score -8080746 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 71617 members 
Entering Unmasked Estep 
Score: -8080750.000000 Penalty: 5551.315918
	Iteration 20F: 3 clusters Score -8080750 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 71638 members 
Entering Unmasked Estep 
Score: -8080778.000000 Penalty: 5551.315918
	Iteration 21Q: 3 clusters Score -8080778 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 71656 members 
Entering Unmasked Estep 
Score: -8080790.000000 Penalty: 5551.315918
	Iteration 22Q: 3 clusters Score -8080790 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 71678 members 
Entering Unmasked Estep 
Score: -8080791.500000 Penalty: 5551.315918
	Iteration 23Q: 3 clusters Score -8080792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 71691 members 
Entering Unmasked Estep 
Score: -8080802.000000 Penalty: 5551.315918
	Iteration 24Q: 3 clusters Score -8080802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 71701 members 
Entering Unmasked Estep 
Score: -8080804.500000 Penalty: 5551.315918
	Iteration 25Q: 3 clusters Score -8080804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 71709 members 
Entering Unmasked Estep 
Score: -8080805.000000 Penalty: 5551.315918
	Iteration 26Q: 3 clusters Score -8080805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 71717 members 
Entering Unmasked Estep 
Score: -8080802.500000 Penalty: 5551.315918
	Iteration 27Q: 3 clusters Score -8080802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 71719 members 
Entering Unmasked Estep 
Score: -8080823.000000 Penalty: 5551.315918
	Iteration 28Q: 3 clusters Score -8080823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 71722 members 
Entering Unmasked Estep 
Score: -8080818.000000 Penalty: 5551.315918
	Iteration 29Q: 3 clusters Score -8080818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 71725 members 
Entering Unmasked Estep 
Score: -8080817.000000 Penalty: 5551.315918
	Iteration 30Q: 3 clusters Score -8080817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 71731 members 
Entering Unmasked Estep 
Score: -8080810.000000 Penalty: 5551.315918
	Iteration 31Q: 3 clusters Score -8080810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 71732 members 
Entering Unmasked Estep 
Score: -8080825.500000 Penalty: 5551.315918
	Iteration 32Q: 3 clusters Score -8080826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 71733 members 
Entering Unmasked Estep 
Score: -8080821.500000 Penalty: 5551.315918
	Iteration 33Q: 3 clusters Score -8080822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 71736 members 
Entering Unmasked Estep 
Score: -8080829.000000 Penalty: 5551.315918
	Iteration 34Q: 3 clusters Score -8080829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 71737 members 
Entering Unmasked Estep 
Score: -8080832.000000 Penalty: 5551.315918
	Iteration 35Q: 3 clusters Score -8080832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 71738 members 
Entering Unmasked Estep 
Score: -8080832.500000 Penalty: 5551.315918
	Iteration 36Q: 3 clusters Score -8080832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 71739 members 
Entering Unmasked Estep 
Score: -8080829.000000 Penalty: 5551.315918
	Iteration 37Q: 3 clusters Score -8080829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 71739 members 
Entering Unmasked Estep 
Score: -8080829.000000 Penalty: 5551.315918
	Iteration 38F: 3 clusters Score -8080829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Entering Unmasked Estep 
Score: -833058.750000 Penalty: 2242.836426
	Iteration 0F: 2 clusters Score -833058.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -826331.125000 Penalty: 4485.672852
	Iteration 0F: 3 clusters Score -826331.1 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -828333.750000 Penalty: 4485.672852
	Iteration 1F: 3 clusters Score -828333.8 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -828647.687500 Penalty: 4485.672852
	Iteration 2F: 3 clusters Score -828647.7 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -828894.687500 Penalty: 4485.672852
	Iteration 3F: 3 clusters Score -828894.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -829099.750000 Penalty: 4485.672852
	Iteration 4Q: 3 clusters Score -829099.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -829281.500000 Penalty: 4485.672852
	Iteration 5Q: 3 clusters Score -829281.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -829445.687500 Penalty: 4485.672852
	Iteration 6Q: 3 clusters Score -829445.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -829591.750000 Penalty: 4485.672852
	Iteration 7Q: 3 clusters Score -829591.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -829740.375000 Penalty: 4485.672852
	Iteration 8Q: 3 clusters Score -829740.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -829892.437500 Penalty: 4485.672852
	Iteration 9Q: 3 clusters Score -829892.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -830023.875000 Penalty: 4485.672852
	Iteration 10Q: 3 clusters Score -830023.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -830163.125000 Penalty: 4485.672852
	Iteration 11Q: 3 clusters Score -830163.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -830282.750000 Penalty: 4485.672852
	Iteration 12Q: 3 clusters Score -830282.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -830396.750000 Penalty: 4485.672852
	Iteration 13Q: 3 clusters Score -830396.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -830489.437500 Penalty: 4485.672852
	Iteration 14Q: 3 clusters Score -830489.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -830589.875000 Penalty: 4485.672852
	Iteration 15Q: 3 clusters Score -830589.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -830686.937500 Penalty: 4485.672852
	Iteration 16Q: 3 clusters Score -830686.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -830794.375000 Penalty: 4485.672852
	Iteration 17Q: 3 clusters Score -830794.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -830885.625000 Penalty: 4485.672852
	Iteration 18Q: 3 clusters Score -830885.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -830946.937500 Penalty: 4485.672852
	Iteration 19Q: 3 clusters Score -830946.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -830992.250000 Penalty: 4485.672852
	Iteration 20F: 3 clusters Score -830992.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -831028.750000 Penalty: 4485.672852
	Iteration 21Q: 3 clusters Score -831028.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -831060.750000 Penalty: 4485.672852
	Iteration 22Q: 3 clusters Score -831060.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -831086.937500 Penalty: 4485.672852
	Iteration 23Q: 3 clusters Score -831086.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -831107.562500 Penalty: 4485.672852
	Iteration 24Q: 3 clusters Score -831107.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -831128.312500 Penalty: 4485.672852
	Iteration 25Q: 3 clusters Score -831128.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -831159.312500 Penalty: 4485.672852
	Iteration 26Q: 3 clusters Score -831159.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -831186.625000 Penalty: 4485.672852
	Iteration 27Q: 3 clusters Score -831186.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -831214.562500 Penalty: 4485.672852
	Iteration 28Q: 3 clusters Score -831214.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -831241.687500 Penalty: 4485.672852
	Iteration 29Q: 3 clusters Score -831241.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -831279.375000 Penalty: 4485.672852
	Iteration 30Q: 3 clusters Score -831279.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -831325.562500 Penalty: 4485.672852
	Iteration 31Q: 3 clusters Score -831325.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -831376.625000 Penalty: 4485.672852
	Iteration 32Q: 3 clusters Score -831376.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -831426.312500 Penalty: 4485.672852
	Iteration 33Q: 3 clusters Score -831426.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -831491.500000 Penalty: 4485.672852
	Iteration 34Q: 3 clusters Score -831491.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -831541.250000 Penalty: 4485.672852
	Iteration 35Q: 3 clusters Score -831541.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -831578.312500 Penalty: 4485.672852
	Iteration 36Q: 3 clusters Score -831578.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -831605.312500 Penalty: 4485.672852
	Iteration 37Q: 3 clusters Score -831605.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -831633.250000 Penalty: 4485.672852
	Iteration 38Q: 3 clusters Score -831633.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -831656.000000 Penalty: 4485.672852
	Iteration 39Q: 3 clusters Score -831656 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -831678.875000 Penalty: 4485.672852
	Iteration 40F: 3 clusters Score -831678.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -831691.187500 Penalty: 4485.672852
	Iteration 41Q: 3 clusters Score -831691.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -831705.125000 Penalty: 4485.672852
	Iteration 42Q: 3 clusters Score -831705.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -831727.500000 Penalty: 4485.672852
	Iteration 43Q: 3 clusters Score -831727.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -831738.687500 Penalty: 4485.672852
	Iteration 44Q: 3 clusters Score -831738.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -831747.750000 Penalty: 4485.672852
	Iteration 45Q: 3 clusters Score -831747.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -831757.062500 Penalty: 4485.672852
	Iteration 46Q: 3 clusters Score -831757.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -831764.250000 Penalty: 4485.672852
	Iteration 47Q: 3 clusters Score -831764.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -831767.750000 Penalty: 4485.672852
	Iteration 48Q: 3 clusters Score -831767.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -831777.062500 Penalty: 4485.672852
	Iteration 49Q: 3 clusters Score -831777.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -831788.500000 Penalty: 4485.672852
	Iteration 50Q: 3 clusters Score -831788.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -831799.562500 Penalty: 4485.672852
	Iteration 51Q: 3 clusters Score -831799.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -831812.875000 Penalty: 4485.672852
	Iteration 52Q: 3 clusters Score -831812.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -831823.812500 Penalty: 4485.672852
	Iteration 53Q: 3 clusters Score -831823.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -831832.250000 Penalty: 4485.672852
	Iteration 54Q: 3 clusters Score -831832.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -831843.125000 Penalty: 4485.672852
	Iteration 55Q: 3 clusters Score -831843.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -831852.875000 Penalty: 4485.672852
	Iteration 56Q: 3 clusters Score -831852.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -831869.062500 Penalty: 4485.672852
	Iteration 57Q: 3 clusters Score -831869.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -831890.750000 Penalty: 4485.672852
	Iteration 58Q: 3 clusters Score -831890.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -831914.062500 Penalty: 4485.672852
	Iteration 59Q: 3 clusters Score -831914.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -831931.375000 Penalty: 4485.672852
	Iteration 60F: 3 clusters Score -831931.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -831947.687500 Penalty: 4485.672852
	Iteration 61Q: 3 clusters Score -831947.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -831959.437500 Penalty: 4485.672852
	Iteration 62Q: 3 clusters Score -831959.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -831968.625000 Penalty: 4485.672852
	Iteration 63Q: 3 clusters Score -831968.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -831973.562500 Penalty: 4485.672852
	Iteration 64Q: 3 clusters Score -831973.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -831980.125000 Penalty: 4485.672852
	Iteration 65Q: 3 clusters Score -831980.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -831983.625000 Penalty: 4485.672852
	Iteration 66Q: 3 clusters Score -831983.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -831984.562500 Penalty: 4485.672852
	Iteration 67Q: 3 clusters Score -831984.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -831985.000000 Penalty: 4485.672852
	Iteration 68Q: 3 clusters Score -831985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -831985.000000 Penalty: 4485.672852
	Iteration 69Q: 3 clusters Score -831985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -831985.000000 Penalty: 4485.672852
	Iteration 70F: 3 clusters Score -831985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Entering Unmasked Estep 
Score: -123321.250000 Penalty: 1796.391235
	Iteration 0F: 2 clusters Score -123321.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -121149.632812 Penalty: 3592.782471
	Iteration 0F: 3 clusters Score -121149.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -121492.960938 Penalty: 3592.782471
	Iteration 1F: 3 clusters Score -121493 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -121618.695312 Penalty: 3592.782471
	Iteration 2F: 3 clusters Score -121618.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -121739.156250 Penalty: 3592.782471
	Iteration 3F: 3 clusters Score -121739.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -121847.000000 Penalty: 3592.782471
	Iteration 4F: 3 clusters Score -121847 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -121931.562500 Penalty: 3592.782471
	Iteration 5Q: 3 clusters Score -121931.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -121975.390625 Penalty: 3592.782471
	Iteration 6Q: 3 clusters Score -121975.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -122002.539062 Penalty: 3592.782471
	Iteration 7Q: 3 clusters Score -122002.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -122020.187500 Penalty: 3592.782471
	Iteration 8Q: 3 clusters Score -122020.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -122032.140625 Penalty: 3592.782471
	Iteration 9Q: 3 clusters Score -122032.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -122044.023438 Penalty: 3592.782471
	Iteration 10Q: 3 clusters Score -122044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -122056.234375 Penalty: 3592.782471
	Iteration 11Q: 3 clusters Score -122056.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -122071.031250 Penalty: 3592.782471
	Iteration 12Q: 3 clusters Score -122071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -122074.984375 Penalty: 3592.782471
	Iteration 13Q: 3 clusters Score -122075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -122076.093750 Penalty: 3592.782471
	Iteration 14Q: 3 clusters Score -122076.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -122076.093750 Penalty: 3592.782471
	Iteration 15F: 3 clusters Score -122076.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (181601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181601 members 
Entering Unmasked Estep 
Score: -20211634.000000 Penalty: 3003.172852
	Iteration 0F: 2 clusters Score -2.021163e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90705 members 
Mstep: Class 2 contains 90896 members 
Entering Unmasked Estep 
Score: -20098210.000000 Penalty: 6006.345703
	Iteration 0F: 3 clusters Score -2.009821e+07 nChanged 86897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90682 members 
Mstep: Class 2 contains 90919 members 
Entering Unmasked Estep 
Score: -20148308.000000 Penalty: 6006.345703
	Iteration 1F: 3 clusters Score -2.014831e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90606 members 
Mstep: Class 2 contains 90995 members 
Entering Unmasked Estep 
Score: -20149224.000000 Penalty: 6006.345703
	Iteration 2Q: 3 clusters Score -2.014922e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90616 members 
Mstep: Class 2 contains 90985 members 
Entering Unmasked Estep 
Score: -20150010.000000 Penalty: 6006.345703
	Iteration 3Q: 3 clusters Score -2.015001e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90631 members 
Mstep: Class 2 contains 90970 members 
Entering Unmasked Estep 
Score: -20150988.000000 Penalty: 6006.345703
	Iteration 4Q: 3 clusters Score -2.015099e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90772 members 
Mstep: Class 2 contains 90829 members 
Entering Unmasked Estep 
Score: -20152054.000000 Penalty: 6006.345703
	Iteration 5Q: 3 clusters Score -2.015205e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90998 members 
Mstep: Class 2 contains 90603 members 
Entering Unmasked Estep 
Score: -20153404.000000 Penalty: 6006.345703
	Iteration 6Q: 3 clusters Score -2.01534e+07 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91384 members 
Mstep: Class 2 contains 90217 members 
Entering Unmasked Estep 
Score: -20154976.000000 Penalty: 6006.345703
	Iteration 7Q: 3 clusters Score -2.015498e+07 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91948 members 
Mstep: Class 2 contains 89653 members 
Entering Unmasked Estep 
Score: -20157076.000000 Penalty: 6006.345703
	Iteration 8Q: 3 clusters Score -2.015708e+07 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92713 members 
Mstep: Class 2 contains 88888 members 
Entering Unmasked Estep 
Score: -20159870.000000 Penalty: 6006.345703
	Iteration 9Q: 3 clusters Score -2.015987e+07 nChanged 7988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93765 members 
Mstep: Class 2 contains 87836 members 
Entering Unmasked Estep 
Score: -20163470.000000 Penalty: 6006.345703
	Iteration 10Q: 3 clusters Score -2.016347e+07 nChanged 8789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95140 members 
Mstep: Class 2 contains 86461 members 
Entering Unmasked Estep 
Score: -20168110.000000 Penalty: 6006.345703
	Iteration 11Q: 3 clusters Score -2.016811e+07 nChanged 9561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96547 members 
Mstep: Class 2 contains 85054 members 
Entering Unmasked Estep 
Score: -20174376.000000 Penalty: 6006.345703
	Iteration 12F: 3 clusters Score -2.017438e+07 nChanged 9559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98066 members 
Mstep: Class 2 contains 83535 members 
Entering Unmasked Estep 
Score: -20180244.000000 Penalty: 6006.345703
	Iteration 13F: 3 clusters Score -2.018024e+07 nChanged 8053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99573 members 
Mstep: Class 2 contains 82028 members 
Entering Unmasked Estep 
Score: -20183860.000000 Penalty: 6006.345703
	Iteration 14Q: 3 clusters Score -2.018386e+07 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101222 members 
Mstep: Class 2 contains 80379 members 
Entering Unmasked Estep 
Score: -20185252.000000 Penalty: 6006.345703
	Iteration 15Q: 3 clusters Score -2.018525e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102998 members 
Mstep: Class 2 contains 78603 members 
Entering Unmasked Estep 
Score: -20185836.000000 Penalty: 6006.345703
	Iteration 16Q: 3 clusters Score -2.018584e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104929 members 
Mstep: Class 2 contains 76672 members 
Entering Unmasked Estep 
Score: -20186262.000000 Penalty: 6006.345703
	Iteration 17Q: 3 clusters Score -2.018626e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107003 members 
Mstep: Class 2 contains 74598 members 
Entering Unmasked Estep 
Score: -20186648.000000 Penalty: 6006.345703
	Iteration 18Q: 3 clusters Score -2.018665e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109259 members 
Mstep: Class 2 contains 72342 members 
Entering Unmasked Estep 
Score: -20187118.000000 Penalty: 6006.345703
	Iteration 19Q: 3 clusters Score -2.018712e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111678 members 
Mstep: Class 2 contains 69923 members 
Entering Unmasked Estep 
Score: -20187722.000000 Penalty: 6006.345703
	Iteration 20F: 3 clusters Score -2.018772e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114211 members 
Mstep: Class 2 contains 67390 members 
Entering Unmasked Estep 
Score: -20188292.000000 Penalty: 6006.345703
	Iteration 21Q: 3 clusters Score -2.018829e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116882 members 
Mstep: Class 2 contains 64719 members 
Entering Unmasked Estep 
Score: -20188970.000000 Penalty: 6006.345703
	Iteration 22Q: 3 clusters Score -2.018897e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119693 members 
Mstep: Class 2 contains 61908 members 
Entering Unmasked Estep 
Score: -20189686.000000 Penalty: 6006.345703
	Iteration 23Q: 3 clusters Score -2.018969e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122660 members 
Mstep: Class 2 contains 58941 members 
Entering Unmasked Estep 
Score: -20190594.000000 Penalty: 6006.345703
	Iteration 24Q: 3 clusters Score -2.019059e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125673 members 
Mstep: Class 2 contains 55928 members 
Entering Unmasked Estep 
Score: -20191402.000000 Penalty: 6006.345703
	Iteration 25Q: 3 clusters Score -2.01914e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128774 members 
Mstep: Class 2 contains 52827 members 
Entering Unmasked Estep 
Score: -20192172.000000 Penalty: 6006.345703
	Iteration 26Q: 3 clusters Score -2.019217e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131948 members 
Mstep: Class 2 contains 49653 members 
Entering Unmasked Estep 
Score: -20193040.000000 Penalty: 6006.345703
	Iteration 27Q: 3 clusters Score -2.019304e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135170 members 
Mstep: Class 2 contains 46431 members 
Entering Unmasked Estep 
Score: -20193988.000000 Penalty: 6006.345703
	Iteration 28Q: 3 clusters Score -2.019399e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138424 members 
Mstep: Class 2 contains 43177 members 
Entering Unmasked Estep 
Score: -20195038.000000 Penalty: 6006.345703
	Iteration 29Q: 3 clusters Score -2.019504e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141885 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -20196310.000000 Penalty: 6006.345703
	Iteration 30Q: 3 clusters Score -2.019631e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145230 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -20197402.000000 Penalty: 6006.345703
	Iteration 31Q: 3 clusters Score -2.01974e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148509 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -20198436.000000 Penalty: 6006.345703
	Iteration 32Q: 3 clusters Score -2.019844e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151689 members 
Mstep: Class 2 contains 29912 members 
Entering Unmasked Estep 
Score: -20199588.000000 Penalty: 6006.345703
	Iteration 33Q: 3 clusters Score -2.019959e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154827 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -20200892.000000 Penalty: 6006.345703
	Iteration 34Q: 3 clusters Score -2.020089e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157810 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -20201730.000000 Penalty: 6006.345703
	Iteration 35Q: 3 clusters Score -2.020173e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160732 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -20202420.000000 Penalty: 6006.345703
	Iteration 36Q: 3 clusters Score -2.020242e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163432 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -20203358.000000 Penalty: 6006.345703
	Iteration 37Q: 3 clusters Score -2.020336e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165867 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -20204022.000000 Penalty: 6006.345703
	Iteration 38Q: 3 clusters Score -2.020402e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168059 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -20204494.000000 Penalty: 6006.345703
	Iteration 39Q: 3 clusters Score -2.020449e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169987 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -20205148.000000 Penalty: 6006.345703
	Iteration 40F: 3 clusters Score -2.020515e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171949 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -20205872.000000 Penalty: 6006.345703
	Iteration 41Q: 3 clusters Score -2.020587e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173591 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -20206446.000000 Penalty: 6006.345703
	Iteration 42Q: 3 clusters Score -2.020645e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175012 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -20206902.000000 Penalty: 6006.345703
	Iteration 43Q: 3 clusters Score -2.02069e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176201 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -20207278.000000 Penalty: 6006.345703
	Iteration 44Q: 3 clusters Score -2.020728e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177121 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -20207554.000000 Penalty: 6006.345703
	Iteration 45Q: 3 clusters Score -2.020755e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177846 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -20207774.000000 Penalty: 6006.345703
	Iteration 46Q: 3 clusters Score -2.020777e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178465 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -20208000.000000 Penalty: 6006.345703
	Iteration 47Q: 3 clusters Score -2.0208e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178991 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -20208082.000000 Penalty: 6006.345703
	Iteration 48Q: 3 clusters Score -2.020808e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179424 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -20208264.000000 Penalty: 6006.345703
	Iteration 49Q: 3 clusters Score -2.020826e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179777 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -20208440.000000 Penalty: 6006.345703
	Iteration 50Q: 3 clusters Score -2.020844e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180072 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -20208582.000000 Penalty: 6006.345703
	Iteration 51Q: 3 clusters Score -2.020858e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180302 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -20208732.000000 Penalty: 6006.345703
	Iteration 52Q: 3 clusters Score -2.020873e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180489 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -20208818.000000 Penalty: 6006.345703
	Iteration 53Q: 3 clusters Score -2.020882e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180624 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -20208902.000000 Penalty: 6006.345703
	Iteration 54Q: 3 clusters Score -2.02089e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180713 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -20208936.000000 Penalty: 6006.345703
	Iteration 55Q: 3 clusters Score -2.020894e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180776 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -20208914.000000 Penalty: 6006.345703
	Iteration 56Q: 3 clusters Score -2.020891e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180820 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -20208922.000000 Penalty: 6006.345703
	Iteration 57Q: 3 clusters Score -2.020892e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180854 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -20208956.000000 Penalty: 6006.345703
	Iteration 58Q: 3 clusters Score -2.020896e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180889 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -20209008.000000 Penalty: 6006.345703
	Iteration 59Q: 3 clusters Score -2.020901e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180917 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -20209012.000000 Penalty: 6006.345703
	Iteration 60F: 3 clusters Score -2.020901e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180946 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -20208990.000000 Penalty: 6006.345703
	Iteration 61Q: 3 clusters Score -2.020899e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180959 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -20209018.000000 Penalty: 6006.345703
	Iteration 62Q: 3 clusters Score -2.020902e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180964 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -20209038.000000 Penalty: 6006.345703
	Iteration 63Q: 3 clusters Score -2.020904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180966 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -20209026.000000 Penalty: 6006.345703
	Iteration 64Q: 3 clusters Score -2.020903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180968 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -20209038.000000 Penalty: 6006.345703
	Iteration 65Q: 3 clusters Score -2.020904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180970 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -20209042.000000 Penalty: 6006.345703
	Iteration 66Q: 3 clusters Score -2.020904e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180974 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -20209044.000000 Penalty: 6006.345703
	Iteration 67Q: 3 clusters Score -2.020904e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180982 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -20209042.000000 Penalty: 6006.345703
	Iteration 68Q: 3 clusters Score -2.020904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180988 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -20209036.000000 Penalty: 6006.345703
	Iteration 69Q: 3 clusters Score -2.020904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180994 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -20209030.000000 Penalty: 6006.345703
	Iteration 70Q: 3 clusters Score -2.020903e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180997 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -20209054.000000 Penalty: 6006.345703
	Iteration 71Q: 3 clusters Score -2.020905e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181005 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -20209056.000000 Penalty: 6006.345703
	Iteration 72Q: 3 clusters Score -2.020906e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181011 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -20209080.000000 Penalty: 6006.345703
	Iteration 73Q: 3 clusters Score -2.020908e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181021 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -20209072.000000 Penalty: 6006.345703
	Iteration 74Q: 3 clusters Score -2.020907e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181025 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -20209084.000000 Penalty: 6006.345703
	Iteration 75Q: 3 clusters Score -2.020908e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181030 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -20209068.000000 Penalty: 6006.345703
	Iteration 76Q: 3 clusters Score -2.020907e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181035 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -20209068.000000 Penalty: 6006.345703
	Iteration 77Q: 3 clusters Score -2.020907e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181038 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -20209076.000000 Penalty: 6006.345703
	Iteration 78Q: 3 clusters Score -2.020908e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181041 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -20209066.000000 Penalty: 6006.345703
	Iteration 79Q: 3 clusters Score -2.020907e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181046 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -20209080.000000 Penalty: 6006.345703
	Iteration 80F: 3 clusters Score -2.020908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181048 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -20209094.000000 Penalty: 6006.345703
	Iteration 81Q: 3 clusters Score -2.020909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181055 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -20209106.000000 Penalty: 6006.345703
	Iteration 82Q: 3 clusters Score -2.020911e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181059 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -20209116.000000 Penalty: 6006.345703
	Iteration 83Q: 3 clusters Score -2.020912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181062 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -20209118.000000 Penalty: 6006.345703
	Iteration 84Q: 3 clusters Score -2.020912e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181068 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -20209118.000000 Penalty: 6006.345703
	Iteration 85Q: 3 clusters Score -2.020912e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181071 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -20209126.000000 Penalty: 6006.345703
	Iteration 86Q: 3 clusters Score -2.020913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181073 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -20209110.000000 Penalty: 6006.345703
	Iteration 87Q: 3 clusters Score -2.020911e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181073 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -20209110.000000 Penalty: 6006.345703
	Iteration 88F: 3 clusters Score -2.020911e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Entering Unmasked Estep 
Score: -1400728.125000 Penalty: 2342.697510
	Iteration 0F: 2 clusters Score -1400728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1391457.500000 Penalty: 4685.395020
	Iteration 0F: 3 clusters Score -1391458 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1394244.250000 Penalty: 4685.395020
	Iteration 1F: 3 clusters Score -1394244 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1394562.125000 Penalty: 4685.395020
	Iteration 2F: 3 clusters Score -1394562 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1394776.375000 Penalty: 4685.395020
	Iteration 3Q: 3 clusters Score -1394776 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1394947.625000 Penalty: 4685.395020
	Iteration 4Q: 3 clusters Score -1394948 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1395069.250000 Penalty: 4685.395020
	Iteration 5Q: 3 clusters Score -1395069 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1395174.500000 Penalty: 4685.395020
	Iteration 6Q: 3 clusters Score -1395174 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1395285.750000 Penalty: 4685.395020
	Iteration 7Q: 3 clusters Score -1395286 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1395394.250000 Penalty: 4685.395020
	Iteration 8Q: 3 clusters Score -1395394 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1395495.375000 Penalty: 4685.395020
	Iteration 9Q: 3 clusters Score -1395495 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1395594.625000 Penalty: 4685.395020
	Iteration 10Q: 3 clusters Score -1395595 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1395678.625000 Penalty: 4685.395020
	Iteration 11Q: 3 clusters Score -1395679 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1395776.625000 Penalty: 4685.395020
	Iteration 12Q: 3 clusters Score -1395777 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1395889.750000 Penalty: 4685.395020
	Iteration 13Q: 3 clusters Score -1395890 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1396007.125000 Penalty: 4685.395020
	Iteration 14Q: 3 clusters Score -1396007 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1396142.000000 Penalty: 4685.395020
	Iteration 15Q: 3 clusters Score -1396142 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1396313.875000 Penalty: 4685.395020
	Iteration 16Q: 3 clusters Score -1396314 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1396529.750000 Penalty: 4685.395020
	Iteration 17Q: 3 clusters Score -1396530 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1396758.000000 Penalty: 4685.395020
	Iteration 18Q: 3 clusters Score -1396758 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1396986.500000 Penalty: 4685.395020
	Iteration 19Q: 3 clusters Score -1396986 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1397222.000000 Penalty: 4685.395020
	Iteration 20F: 3 clusters Score -1397222 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1397407.750000 Penalty: 4685.395020
	Iteration 21Q: 3 clusters Score -1397408 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1397554.375000 Penalty: 4685.395020
	Iteration 22Q: 3 clusters Score -1397554 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1397699.000000 Penalty: 4685.395020
	Iteration 23Q: 3 clusters Score -1397699 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1397831.250000 Penalty: 4685.395020
	Iteration 24Q: 3 clusters Score -1397831 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1397938.000000 Penalty: 4685.395020
	Iteration 25Q: 3 clusters Score -1397938 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1398016.875000 Penalty: 4685.395020
	Iteration 26Q: 3 clusters Score -1398017 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1398085.625000 Penalty: 4685.395020
	Iteration 27Q: 3 clusters Score -1398086 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1398155.000000 Penalty: 4685.395020
	Iteration 28Q: 3 clusters Score -1398155 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1398227.000000 Penalty: 4685.395020
	Iteration 29Q: 3 clusters Score -1398227 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1398302.000000 Penalty: 4685.395020
	Iteration 30Q: 3 clusters Score -1398302 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1398367.750000 Penalty: 4685.395020
	Iteration 31Q: 3 clusters Score -1398368 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1398423.500000 Penalty: 4685.395020
	Iteration 32Q: 3 clusters Score -1398424 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1398463.625000 Penalty: 4685.395020
	Iteration 33Q: 3 clusters Score -1398464 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1398497.375000 Penalty: 4685.395020
	Iteration 34Q: 3 clusters Score -1398497 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1398538.250000 Penalty: 4685.395020
	Iteration 35Q: 3 clusters Score -1398538 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1398579.625000 Penalty: 4685.395020
	Iteration 36Q: 3 clusters Score -1398580 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1398613.625000 Penalty: 4685.395020
	Iteration 37Q: 3 clusters Score -1398614 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1398637.125000 Penalty: 4685.395020
	Iteration 38Q: 3 clusters Score -1398637 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1398655.000000 Penalty: 4685.395020
	Iteration 39Q: 3 clusters Score -1398655 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1398669.875000 Penalty: 4685.395020
	Iteration 40F: 3 clusters Score -1398670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1398675.750000 Penalty: 4685.395020
	Iteration 41Q: 3 clusters Score -1398676 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1398687.625000 Penalty: 4685.395020
	Iteration 42Q: 3 clusters Score -1398688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1398694.875000 Penalty: 4685.395020
	Iteration 43Q: 3 clusters Score -1398695 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1398696.500000 Penalty: 4685.395020
	Iteration 44Q: 3 clusters Score -1398696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1398701.875000 Penalty: 4685.395020
	Iteration 45Q: 3 clusters Score -1398702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1398703.125000 Penalty: 4685.395020
	Iteration 46Q: 3 clusters Score -1398703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1398703.125000 Penalty: 4685.395020
	Iteration 47F: 3 clusters Score -1398703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (53086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53086 members 
Entering Unmasked Estep 
Score: -5573062.000000 Penalty: 2698.157715
	Iteration 0F: 2 clusters Score -5573062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -5537561.000000 Penalty: 5396.315430
	Iteration 0F: 3 clusters Score -5537561 nChanged 24494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -5551235.000000 Penalty: 5396.315430
	Iteration 1F: 3 clusters Score -5551235 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -5551846.000000 Penalty: 5396.315430
	Iteration 2Q: 3 clusters Score -5551846 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -5552392.000000 Penalty: 5396.315430
	Iteration 3Q: 3 clusters Score -5552392 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -5552970.000000 Penalty: 5396.315430
	Iteration 4Q: 3 clusters Score -5552970 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -5553641.500000 Penalty: 5396.315430
	Iteration 5Q: 3 clusters Score -5553642 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -5554462.000000 Penalty: 5396.315430
	Iteration 6Q: 3 clusters Score -5554462 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -5555469.500000 Penalty: 5396.315430
	Iteration 7Q: 3 clusters Score -5555470 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -5556863.500000 Penalty: 5396.315430
	Iteration 8Q: 3 clusters Score -5556864 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -5558698.000000 Penalty: 5396.315430
	Iteration 9F: 3 clusters Score -5558698 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -5560944.000000 Penalty: 5396.315430
	Iteration 10F: 3 clusters Score -5560944 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -5563096.500000 Penalty: 5396.315430
	Iteration 11F: 3 clusters Score -5563096 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -5564626.000000 Penalty: 5396.315430
	Iteration 12F: 3 clusters Score -5564626 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -5565385.500000 Penalty: 5396.315430
	Iteration 13Q: 3 clusters Score -5565386 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -5565758.500000 Penalty: 5396.315430
	Iteration 14Q: 3 clusters Score -5565758 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -5566043.500000 Penalty: 5396.315430
	Iteration 15Q: 3 clusters Score -5566044 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
Score: -5566255.500000 Penalty: 5396.315430
	Iteration 16Q: 3 clusters Score -5566256 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -5566436.500000 Penalty: 5396.315430
	Iteration 17Q: 3 clusters Score -5566436 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -5566647.500000 Penalty: 5396.315430
	Iteration 18Q: 3 clusters Score -5566648 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -5566849.500000 Penalty: 5396.315430
	Iteration 19Q: 3 clusters Score -5566850 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -5567063.500000 Penalty: 5396.315430
	Iteration 20F: 3 clusters Score -5567064 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -5567245.000000 Penalty: 5396.315430
	Iteration 21Q: 3 clusters Score -5567245 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -5567416.000000 Penalty: 5396.315430
	Iteration 22Q: 3 clusters Score -5567416 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -5567529.000000 Penalty: 5396.315430
	Iteration 23Q: 3 clusters Score -5567529 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -5567661.000000 Penalty: 5396.315430
	Iteration 24Q: 3 clusters Score -5567661 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -5567766.000000 Penalty: 5396.315430
	Iteration 25Q: 3 clusters Score -5567766 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -5567864.500000 Penalty: 5396.315430
	Iteration 26Q: 3 clusters Score -5567864 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -5567963.500000 Penalty: 5396.315430
	Iteration 27Q: 3 clusters Score -5567964 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -5568044.500000 Penalty: 5396.315430
	Iteration 28Q: 3 clusters Score -5568044 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -5568104.500000 Penalty: 5396.315430
	Iteration 29Q: 3 clusters Score -5568104 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -5568167.000000 Penalty: 5396.315430
	Iteration 30Q: 3 clusters Score -5568167 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -5568238.500000 Penalty: 5396.315430
	Iteration 31Q: 3 clusters Score -5568238 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -5568330.500000 Penalty: 5396.315430
	Iteration 32Q: 3 clusters Score -5568330 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -5568448.000000 Penalty: 5396.315430
	Iteration 33Q: 3 clusters Score -5568448 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -5568590.000000 Penalty: 5396.315430
	Iteration 34Q: 3 clusters Score -5568590 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -5568726.500000 Penalty: 5396.315430
	Iteration 35Q: 3 clusters Score -5568726 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -5568837.500000 Penalty: 5396.315430
	Iteration 36Q: 3 clusters Score -5568838 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -5568938.500000 Penalty: 5396.315430
	Iteration 37Q: 3 clusters Score -5568938 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 20993 members 
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Mstep: Class 1 contains 32526 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 33396 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5570214 nChanged 379
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Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5570274 nChanged 361
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Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37406 members 
Mstep: Class 2 contains 15680 members 
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	Iteration 55Q: 3 clusters Score -5570580 nChanged 265
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Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5570614 nChanged 257
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Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38371 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38589 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5570766 nChanged 230
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Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40061 members 
Mstep: Class 2 contains 13025 members 
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 12183 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41095 members 
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Mstep: Class 1 contains 41298 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 42314 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5571508 nChanged 137
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Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5571516 nChanged 122
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Mstep: Class 1 contains 42569 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5571524 nChanged 107
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Mstep: Class 1 contains 42676 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5571522 nChanged 107
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Mstep: Class 1 contains 42783 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5571534 nChanged 105
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Mstep: Class 1 contains 42888 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5571543 nChanged 89
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Mstep: Class 1 contains 42977 members 
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	Iteration 84Q: 3 clusters Score -5571540 nChanged 83
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	Iteration 85Q: 3 clusters Score -5571541 nChanged 67
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Mstep: Class 1 contains 43127 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5571534 nChanged 69
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5571550 nChanged 74
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Mstep: Class 1 contains 43270 members 
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	Iteration 88Q: 3 clusters Score -5571569 nChanged 86
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Mstep: Class 1 contains 43356 members 
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	Iteration 89Q: 3 clusters Score -5571574 nChanged 60
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	Iteration 90Q: 3 clusters Score -5571600 nChanged 54
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	Iteration 91Q: 3 clusters Score -5571620 nChanged 59
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5571628 nChanged 71
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Mstep: Class 1 contains 43600 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5571622 nChanged 70
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	Iteration 94Q: 3 clusters Score -5571645 nChanged 71
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	Iteration 95Q: 3 clusters Score -5571642 nChanged 66
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	Iteration 96Q: 3 clusters Score -5571643 nChanged 48
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Mstep: Class 1 contains 43855 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5571654 nChanged 50
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Mstep: Class 1 contains 43905 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5571637 nChanged 52
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Mstep: Class 1 contains 43957 members 
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	Iteration 99Q: 3 clusters Score -5571652 nChanged 51
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	Iteration 100F: 3 clusters Score -5571667 nChanged 40
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Mstep: Class 1 contains 44048 members 
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	Iteration 101Q: 3 clusters Score -5571669 nChanged 39
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	Iteration 102Q: 3 clusters Score -5571674 nChanged 32
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	Iteration 103Q: 3 clusters Score -5571662 nChanged 28
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	Iteration 104Q: 3 clusters Score -5571666 nChanged 22
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	Iteration 105Q: 3 clusters Score -5571660 nChanged 28
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	Iteration 106Q: 3 clusters Score -5571660 nChanged 30
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5571662 nChanged 36
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	Iteration 108Q: 3 clusters Score -5571670 nChanged 31
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	Iteration 109Q: 3 clusters Score -5571668 nChanged 32
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	Iteration 110Q: 3 clusters Score -5571669 nChanged 30
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	Iteration 111Q: 3 clusters Score -5571672 nChanged 28
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	Iteration 112Q: 3 clusters Score -5571677 nChanged 21
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	Iteration 113Q: 3 clusters Score -5571683 nChanged 15
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	Iteration 114Q: 3 clusters Score -5571670 nChanged 27
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	Iteration 115Q: 3 clusters Score -5571674 nChanged 26
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	Iteration 116Q: 3 clusters Score -5571676 nChanged 23
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	Iteration 117Q: 3 clusters Score -5571673 nChanged 18
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	Iteration 118Q: 3 clusters Score -5571673 nChanged 16
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	Iteration 119Q: 3 clusters Score -5571666 nChanged 21
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	Iteration 120F: 3 clusters Score -5571680 nChanged 19
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	Iteration 121Q: 3 clusters Score -5571667 nChanged 13
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	Iteration 122Q: 3 clusters Score -5571678 nChanged 8
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	Iteration 123Q: 3 clusters Score -5571678 nChanged 11
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	Iteration 124Q: 3 clusters Score -5571676 nChanged 9
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	Iteration 125Q: 3 clusters Score -5571673 nChanged 13
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	Iteration 126Q: 3 clusters Score -5571670 nChanged 14
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	Iteration 127Q: 3 clusters Score -5571679 nChanged 18
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	Iteration 128Q: 3 clusters Score -5571680 nChanged 20
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	Iteration 129Q: 3 clusters Score -5571678 nChanged 20
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	Iteration 130Q: 3 clusters Score -5571673 nChanged 19
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Entering Unmasked Estep 
Score: -5571676.500000 Penalty: 5396.315430
	Iteration 131Q: 3 clusters Score -5571676 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44730 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -5571671.000000 Penalty: 5396.315430
	Iteration 132Q: 3 clusters Score -5571671 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -5571684.500000 Penalty: 5396.315430
	Iteration 133Q: 3 clusters Score -5571684 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44778 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -5571688.000000 Penalty: 5396.315430
	Iteration 134Q: 3 clusters Score -5571688 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44798 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -5571692.000000 Penalty: 5396.315430
	Iteration 135Q: 3 clusters Score -5571692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44813 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -5571685.000000 Penalty: 5396.315430
	Iteration 136Q: 3 clusters Score -5571685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44831 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -5571689.500000 Penalty: 5396.315430
	Iteration 137Q: 3 clusters Score -5571690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44851 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -5571695.000000 Penalty: 5396.315430
	Iteration 138Q: 3 clusters Score -5571695 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44869 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -5571698.500000 Penalty: 5396.315430
	Iteration 139Q: 3 clusters Score -5571698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44887 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -5571699.000000 Penalty: 5396.315430
	Iteration 140F: 3 clusters Score -5571699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44902 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -5571694.500000 Penalty: 5396.315430
	Iteration 141Q: 3 clusters Score -5571694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44916 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -5571693.500000 Penalty: 5396.315430
	Iteration 142Q: 3 clusters Score -5571694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44929 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -5571692.000000 Penalty: 5396.315430
	Iteration 143Q: 3 clusters Score -5571692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44932 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -5571690.500000 Penalty: 5396.315430
	Iteration 144Q: 3 clusters Score -5571690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44934 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -5571682.500000 Penalty: 5396.315430
	Iteration 145Q: 3 clusters Score -5571682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44935 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -5571683.500000 Penalty: 5396.315430
	Iteration 146Q: 3 clusters Score -5571684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44935 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -5571683.500000 Penalty: 5396.315430
	Iteration 147F: 3 clusters Score -5571684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Entering Unmasked Estep 
Score: -340863.656250 Penalty: 1993.950928
	Iteration 0F: 2 clusters Score -340863.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -337579.500000 Penalty: 3987.901855
	Iteration 0F: 3 clusters Score -337579.5 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -338241.093750 Penalty: 3987.901855
	Iteration 1F: 3 clusters Score -338241.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -338376.343750 Penalty: 3987.901855
	Iteration 2F: 3 clusters Score -338376.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -338442.250000 Penalty: 3987.901855
	Iteration 3Q: 3 clusters Score -338442.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -338489.750000 Penalty: 3987.901855
	Iteration 4Q: 3 clusters Score -338489.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -338524.156250 Penalty: 3987.901855
	Iteration 5Q: 3 clusters Score -338524.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -338552.000000 Penalty: 3987.901855
	Iteration 6Q: 3 clusters Score -338552 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -338574.375000 Penalty: 3987.901855
	Iteration 7Q: 3 clusters Score -338574.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -338592.343750 Penalty: 3987.901855
	Iteration 8Q: 3 clusters Score -338592.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -338606.625000 Penalty: 3987.901855
	Iteration 9Q: 3 clusters Score -338606.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -338615.093750 Penalty: 3987.901855
	Iteration 10Q: 3 clusters Score -338615.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -338620.531250 Penalty: 3987.901855
	Iteration 11Q: 3 clusters Score -338620.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -338626.031250 Penalty: 3987.901855
	Iteration 12Q: 3 clusters Score -338626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -338633.093750 Penalty: 3987.901855
	Iteration 13Q: 3 clusters Score -338633.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -338639.375000 Penalty: 3987.901855
	Iteration 14Q: 3 clusters Score -338639.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -338645.187500 Penalty: 3987.901855
	Iteration 15Q: 3 clusters Score -338645.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -338650.062500 Penalty: 3987.901855
	Iteration 16Q: 3 clusters Score -338650.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -338655.062500 Penalty: 3987.901855
	Iteration 17Q: 3 clusters Score -338655.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -338661.281250 Penalty: 3987.901855
	Iteration 18Q: 3 clusters Score -338661.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -338672.000000 Penalty: 3987.901855
	Iteration 19Q: 3 clusters Score -338672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -338681.562500 Penalty: 3987.901855
	Iteration 20F: 3 clusters Score -338681.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -338690.125000 Penalty: 3987.901855
	Iteration 21Q: 3 clusters Score -338690.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -338699.875000 Penalty: 3987.901855
	Iteration 22Q: 3 clusters Score -338699.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -338707.437500 Penalty: 3987.901855
	Iteration 23Q: 3 clusters Score -338707.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -338715.250000 Penalty: 3987.901855
	Iteration 24Q: 3 clusters Score -338715.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -338725.218750 Penalty: 3987.901855
	Iteration 25Q: 3 clusters Score -338725.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -338735.843750 Penalty: 3987.901855
	Iteration 26Q: 3 clusters Score -338735.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -338744.750000 Penalty: 3987.901855
	Iteration 27Q: 3 clusters Score -338744.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -338753.625000 Penalty: 3987.901855
	Iteration 28Q: 3 clusters Score -338753.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -338763.375000 Penalty: 3987.901855
	Iteration 29Q: 3 clusters Score -338763.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -338774.437500 Penalty: 3987.901855
	Iteration 30Q: 3 clusters Score -338774.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -338787.437500 Penalty: 3987.901855
	Iteration 31Q: 3 clusters Score -338787.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -338799.875000 Penalty: 3987.901855
	Iteration 32Q: 3 clusters Score -338799.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -338810.968750 Penalty: 3987.901855
	Iteration 33Q: 3 clusters Score -338811 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -338820.406250 Penalty: 3987.901855
	Iteration 34Q: 3 clusters Score -338820.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -338825.093750 Penalty: 3987.901855
	Iteration 35Q: 3 clusters Score -338825.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -338833.656250 Penalty: 3987.901855
	Iteration 36Q: 3 clusters Score -338833.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -338843.437500 Penalty: 3987.901855
	Iteration 37Q: 3 clusters Score -338843.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -338851.843750 Penalty: 3987.901855
	Iteration 38Q: 3 clusters Score -338851.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -338857.968750 Penalty: 3987.901855
	Iteration 39Q: 3 clusters Score -338858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -338864.500000 Penalty: 3987.901855
	Iteration 40F: 3 clusters Score -338864.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -338876.500000 Penalty: 3987.901855
	Iteration 41Q: 3 clusters Score -338876.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -338892.312500 Penalty: 3987.901855
	Iteration 42Q: 3 clusters Score -338892.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -338910.312500 Penalty: 3987.901855
	Iteration 43Q: 3 clusters Score -338910.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -338937.812500 Penalty: 3987.901855
	Iteration 44Q: 3 clusters Score -338937.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -338955.625000 Penalty: 3987.901855
	Iteration 45Q: 3 clusters Score -338955.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -338980.312500 Penalty: 3987.901855
	Iteration 46Q: 3 clusters Score -338980.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -339003.906250 Penalty: 3987.901855
	Iteration 47Q: 3 clusters Score -339003.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -339042.406250 Penalty: 3987.901855
	Iteration 48Q: 3 clusters Score -339042.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -339075.781250 Penalty: 3987.901855
	Iteration 49Q: 3 clusters Score -339075.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -339107.656250 Penalty: 3987.901855
	Iteration 50Q: 3 clusters Score -339107.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -339134.375000 Penalty: 3987.901855
	Iteration 51Q: 3 clusters Score -339134.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -339150.156250 Penalty: 3987.901855
	Iteration 52Q: 3 clusters Score -339150.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -339171.312500 Penalty: 3987.901855
	Iteration 53Q: 3 clusters Score -339171.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -339190.500000 Penalty: 3987.901855
	Iteration 54Q: 3 clusters Score -339190.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -339203.218750 Penalty: 3987.901855
	Iteration 55Q: 3 clusters Score -339203.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -339211.093750 Penalty: 3987.901855
	Iteration 56Q: 3 clusters Score -339211.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -339218.656250 Penalty: 3987.901855
	Iteration 57Q: 3 clusters Score -339218.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -339227.593750 Penalty: 3987.901855
	Iteration 58Q: 3 clusters Score -339227.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -339233.937500 Penalty: 3987.901855
	Iteration 59Q: 3 clusters Score -339233.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -339239.625000 Penalty: 3987.901855
	Iteration 60F: 3 clusters Score -339239.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -339253.312500 Penalty: 3987.901855
	Iteration 61Q: 3 clusters Score -339253.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -339260.937500 Penalty: 3987.901855
	Iteration 62Q: 3 clusters Score -339260.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -339265.750000 Penalty: 3987.901855
	Iteration 63Q: 3 clusters Score -339265.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -339274.656250 Penalty: 3987.901855
	Iteration 64Q: 3 clusters Score -339274.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -339283.531250 Penalty: 3987.901855
	Iteration 65Q: 3 clusters Score -339283.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -339296.156250 Penalty: 3987.901855
	Iteration 66Q: 3 clusters Score -339296.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -339303.250000 Penalty: 3987.901855
	Iteration 67Q: 3 clusters Score -339303.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -339309.187500 Penalty: 3987.901855
	Iteration 68Q: 3 clusters Score -339309.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -339313.218750 Penalty: 3987.901855
	Iteration 69Q: 3 clusters Score -339313.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -339321.656250 Penalty: 3987.901855
	Iteration 70Q: 3 clusters Score -339321.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -339325.625000 Penalty: 3987.901855
	Iteration 71Q: 3 clusters Score -339325.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -339330.687500 Penalty: 3987.901855
	Iteration 72Q: 3 clusters Score -339330.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -339340.281250 Penalty: 3987.901855
	Iteration 73Q: 3 clusters Score -339340.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -339351.031250 Penalty: 3987.901855
	Iteration 74Q: 3 clusters Score -339351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -339355.718750 Penalty: 3987.901855
	Iteration 75Q: 3 clusters Score -339355.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -339357.593750 Penalty: 3987.901855
	Iteration 76Q: 3 clusters Score -339357.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -339357.593750 Penalty: 3987.901855
	Iteration 77F: 3 clusters Score -339357.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Entering Unmasked Estep 
Score: -654240.250000 Penalty: 2162.025879
	Iteration 0F: 2 clusters Score -654240.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -649083.187500 Penalty: 4324.051758
	Iteration 0F: 3 clusters Score -649083.2 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -650636.062500 Penalty: 4324.051758
	Iteration 1F: 3 clusters Score -650636.1 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -651294.625000 Penalty: 4324.051758
	Iteration 2F: 3 clusters Score -651294.6 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -652003.937500 Penalty: 4324.051758
	Iteration 3F: 3 clusters Score -652003.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -652603.187500 Penalty: 4324.051758
	Iteration 4F: 3 clusters Score -652603.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -653155.125000 Penalty: 4324.051758
	Iteration 5F: 3 clusters Score -653155.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -653708.625000 Penalty: 4324.051758
	Iteration 6F: 3 clusters Score -653708.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -654163.937500 Penalty: 4324.051758
	Iteration 7Q: 3 clusters Score -654163.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -654287.437500 Penalty: 4324.051758
	Iteration 8Q: 3 clusters Score -654287.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -654339.625000 Penalty: 4324.051758
	Iteration 9Q: 3 clusters Score -654339.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -654365.875000 Penalty: 4324.051758
	Iteration 10Q: 3 clusters Score -654365.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -654378.687500 Penalty: 4324.051758
	Iteration 11Q: 3 clusters Score -654378.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -654386.375000 Penalty: 4324.051758
	Iteration 12Q: 3 clusters Score -654386.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -654390.812500 Penalty: 4324.051758
	Iteration 13Q: 3 clusters Score -654390.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -654392.875000 Penalty: 4324.051758
	Iteration 14Q: 3 clusters Score -654392.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -654393.500000 Penalty: 4324.051758
	Iteration 15Q: 3 clusters Score -654393.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -654395.062500 Penalty: 4324.051758
	Iteration 16Q: 3 clusters Score -654395.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -654396.562500 Penalty: 4324.051758
	Iteration 17Q: 3 clusters Score -654396.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -654396.500000 Penalty: 4324.051758
	Iteration 18Q: 3 clusters Score -654396.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -654396.312500 Penalty: 4324.051758
	Iteration 19Q: 3 clusters Score -654396.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -654399.000000 Penalty: 4324.051758
	Iteration 20F: 3 clusters Score -654399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -654399.437500 Penalty: 4324.051758
	Iteration 21Q: 3 clusters Score -654399.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -654399.875000 Penalty: 4324.051758
	Iteration 22Q: 3 clusters Score -654399.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -654400.812500 Penalty: 4324.051758
	Iteration 23Q: 3 clusters Score -654400.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -654400.750000 Penalty: 4324.051758
	Iteration 24Q: 3 clusters Score -654400.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -654401.562500 Penalty: 4324.051758
	Iteration 25Q: 3 clusters Score -654401.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -654400.812500 Penalty: 4324.051758
	Iteration 26Q: 3 clusters Score -654400.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -654400.812500 Penalty: 4324.051758
	Iteration 27F: 3 clusters Score -654400.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 161342 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 15005 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 18787 members 
Mstep: Class 6 contains 72560 members 
Mstep: Class 7 contains 8465 members 
Mstep: Class 8 contains 1399 members 
Mstep: Class 9 contains 181601 members 
Mstep: Class 10 contains 12662 members 
Mstep: Class 11 contains 53086 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 2976 members 
Mstep: Class 14 contains 62310 members 
Mstep: Class 15 contains 12981 members 
Mstep: Class 16 contains 40680 members 
Mstep: Class 17 contains 26448 members 
Mstep: Class 18 contains 101883 members 
Mstep: Class 19 contains 2554 members 
Mstep: Class 20 contains 6025 members 
Mstep: Class 21 contains 39515 members 
Mstep: Class 22 contains 1371 members 
Mstep: Class 23 contains 3095 members 
Mstep: Class 24 contains 8771 members 
Mstep: Class 25 contains 4721 members 
Mstep: Class 26 contains 3804 members 
Mstep: Class 27 contains 2140 members 
Mstep: Class 28 contains 17339 members 
Mstep: Class 29 contains 26051 members 
Mstep: Class 30 contains 3481 members 
Mstep: Class 31 contains 13795 members 
Mstep: Class 32 contains 7851 members 
Mstep: Class 33 contains 63525 members 
Mstep: Class 34 contains 26545 members 
Mstep: Class 35 contains 17296 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17729 members 
Mstep: Class 38 contains 1815 members 
Mstep: Class 39 contains 2444 members 
Mstep: Class 40 contains 594 members 
Mstep: Class 41 contains 15129 members 
Mstep: Class 42 contains 1469 members 
Mstep: Class 43 contains 9762 members 
Mstep: Class 44 contains 5104 members 
Mstep: Class 45 contains 14127 members 
Mstep: Class 46 contains 5236 members 
Mstep: Class 47 contains 3135 members 
Entering Unmasked Estep 
Score: -115160552.000000 Penalty: 162191.109375
Splitting cluster 13 changes total score from -115161472.000000 to -115160552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (62310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62310 members 
Entering Unmasked Estep 
Score: -6364096.000000 Penalty: 2737.889404
	Iteration 0F: 2 clusters Score -6364096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -6322366.500000 Penalty: 5475.778809
	Iteration 0F: 3 clusters Score -6322366 nChanged 29238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 31071 members 
Entering Unmasked Estep 
Score: -6339215.500000 Penalty: 5475.778809
	Iteration 1F: 3 clusters Score -6339216 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 30873 members 
Entering Unmasked Estep 
Score: -6340680.500000 Penalty: 5475.778809
	Iteration 2F: 3 clusters Score -6340680 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -6342393.500000 Penalty: 5475.778809
	Iteration 3F: 3 clusters Score -6342394 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -6344572.000000 Penalty: 5475.778809
	Iteration 4F: 3 clusters Score -6344572 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -6347292.500000 Penalty: 5475.778809
	Iteration 5F: 3 clusters Score -6347292 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33900 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -6349931.500000 Penalty: 5475.778809
	Iteration 6F: 3 clusters Score -6349932 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -6352388.500000 Penalty: 5475.778809
	Iteration 7F: 3 clusters Score -6352388 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35842 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -6354348.500000 Penalty: 5475.778809
	Iteration 8F: 3 clusters Score -6354348 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36616 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -6355597.000000 Penalty: 5475.778809
	Iteration 9Q: 3 clusters Score -6355597 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -6356343.000000 Penalty: 5475.778809
	Iteration 10Q: 3 clusters Score -6356343 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -6356802.000000 Penalty: 5475.778809
	Iteration 11Q: 3 clusters Score -6356802 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38667 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -6357126.000000 Penalty: 5475.778809
	Iteration 12Q: 3 clusters Score -6357126 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39288 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -6357406.000000 Penalty: 5475.778809
	Iteration 13Q: 3 clusters Score -6357406 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39861 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -6357675.000000 Penalty: 5475.778809
	Iteration 14Q: 3 clusters Score -6357675 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -6357925.500000 Penalty: 5475.778809
	Iteration 15Q: 3 clusters Score -6357926 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41122 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -6358207.500000 Penalty: 5475.778809
	Iteration 16Q: 3 clusters Score -6358208 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41781 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -6358616.500000 Penalty: 5475.778809
	Iteration 17Q: 3 clusters Score -6358616 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42445 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -6358975.000000 Penalty: 5475.778809
	Iteration 18Q: 3 clusters Score -6358975 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43062 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -6359364.500000 Penalty: 5475.778809
	Iteration 19Q: 3 clusters Score -6359364 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43650 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -6359738.500000 Penalty: 5475.778809
	Iteration 20F: 3 clusters Score -6359738 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44245 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -6360065.000000 Penalty: 5475.778809
	Iteration 21Q: 3 clusters Score -6360065 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44812 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -6360378.500000 Penalty: 5475.778809
	Iteration 22Q: 3 clusters Score -6360378 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45317 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -6360621.000000 Penalty: 5475.778809
	Iteration 23Q: 3 clusters Score -6360621 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45780 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -6360784.000000 Penalty: 5475.778809
	Iteration 24Q: 3 clusters Score -6360784 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46172 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -6360908.500000 Penalty: 5475.778809
	Iteration 25Q: 3 clusters Score -6360908 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46528 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -6360999.000000 Penalty: 5475.778809
	Iteration 26Q: 3 clusters Score -6360999 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46876 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -6361068.000000 Penalty: 5475.778809
	Iteration 27Q: 3 clusters Score -6361068 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47243 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -6361170.500000 Penalty: 5475.778809
	Iteration 28Q: 3 clusters Score -6361170 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47587 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -6361247.000000 Penalty: 5475.778809
	Iteration 29Q: 3 clusters Score -6361247 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47922 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -6361343.000000 Penalty: 5475.778809
	Iteration 30Q: 3 clusters Score -6361343 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48237 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -6361403.500000 Penalty: 5475.778809
	Iteration 31Q: 3 clusters Score -6361404 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48554 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -6361475.000000 Penalty: 5475.778809
	Iteration 32Q: 3 clusters Score -6361475 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48867 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -6361542.000000 Penalty: 5475.778809
	Iteration 33Q: 3 clusters Score -6361542 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49160 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -6361604.500000 Penalty: 5475.778809
	Iteration 34Q: 3 clusters Score -6361604 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49443 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -6361656.500000 Penalty: 5475.778809
	Iteration 35Q: 3 clusters Score -6361656 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49715 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -6361697.000000 Penalty: 5475.778809
	Iteration 36Q: 3 clusters Score -6361697 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49986 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -6361748.000000 Penalty: 5475.778809
	Iteration 37Q: 3 clusters Score -6361748 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50246 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -6361766.500000 Penalty: 5475.778809
	Iteration 38Q: 3 clusters Score -6361766 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50510 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -6361810.000000 Penalty: 5475.778809
	Iteration 39Q: 3 clusters Score -6361810 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50776 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -6361854.500000 Penalty: 5475.778809
	Iteration 40F: 3 clusters Score -6361854 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51072 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -6361913.500000 Penalty: 5475.778809
	Iteration 41Q: 3 clusters Score -6361914 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51363 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -6361945.000000 Penalty: 5475.778809
	Iteration 42Q: 3 clusters Score -6361945 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51630 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -6361993.000000 Penalty: 5475.778809
	Iteration 43Q: 3 clusters Score -6361993 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51873 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -6362021.000000 Penalty: 5475.778809
	Iteration 44Q: 3 clusters Score -6362021 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52125 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -6362088.500000 Penalty: 5475.778809
	Iteration 45Q: 3 clusters Score -6362088 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52373 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -6362136.000000 Penalty: 5475.778809
	Iteration 46Q: 3 clusters Score -6362136 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52615 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -6362179.000000 Penalty: 5475.778809
	Iteration 47Q: 3 clusters Score -6362179 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52869 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -6362237.500000 Penalty: 5475.778809
	Iteration 48Q: 3 clusters Score -6362238 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53140 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -6362283.000000 Penalty: 5475.778809
	Iteration 49Q: 3 clusters Score -6362283 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53392 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -6362337.000000 Penalty: 5475.778809
	Iteration 50Q: 3 clusters Score -6362337 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53622 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -6362379.500000 Penalty: 5475.778809
	Iteration 51Q: 3 clusters Score -6362380 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53822 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -6362406.000000 Penalty: 5475.778809
	Iteration 52Q: 3 clusters Score -6362406 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54016 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -6362444.500000 Penalty: 5475.778809
	Iteration 53Q: 3 clusters Score -6362444 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54189 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -6362454.500000 Penalty: 5475.778809
	Iteration 54Q: 3 clusters Score -6362454 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54374 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -6362475.500000 Penalty: 5475.778809
	Iteration 55Q: 3 clusters Score -6362476 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54547 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -6362499.500000 Penalty: 5475.778809
	Iteration 56Q: 3 clusters Score -6362500 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54713 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -6362514.500000 Penalty: 5475.778809
	Iteration 57Q: 3 clusters Score -6362514 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54886 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -6362524.000000 Penalty: 5475.778809
	Iteration 58Q: 3 clusters Score -6362524 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55067 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -6362584.500000 Penalty: 5475.778809
	Iteration 59Q: 3 clusters Score -6362584 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55246 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -6362594.000000 Penalty: 5475.778809
	Iteration 60F: 3 clusters Score -6362594 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55432 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -6362635.500000 Penalty: 5475.778809
	Iteration 61Q: 3 clusters Score -6362636 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55611 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -6362700.500000 Penalty: 5475.778809
	Iteration 62Q: 3 clusters Score -6362700 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55807 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -6362745.000000 Penalty: 5475.778809
	Iteration 63Q: 3 clusters Score -6362745 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55983 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -6362796.500000 Penalty: 5475.778809
	Iteration 64Q: 3 clusters Score -6362796 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56163 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -6362836.500000 Penalty: 5475.778809
	Iteration 65Q: 3 clusters Score -6362836 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56365 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -6362882.000000 Penalty: 5475.778809
	Iteration 66Q: 3 clusters Score -6362882 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56567 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -6362942.000000 Penalty: 5475.778809
	Iteration 67Q: 3 clusters Score -6362942 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56761 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -6362997.000000 Penalty: 5475.778809
	Iteration 68Q: 3 clusters Score -6362997 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56953 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -6363069.000000 Penalty: 5475.778809
	Iteration 69Q: 3 clusters Score -6363069 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57147 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -6363120.000000 Penalty: 5475.778809
	Iteration 70Q: 3 clusters Score -6363120 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57336 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -6363170.500000 Penalty: 5475.778809
	Iteration 71Q: 3 clusters Score -6363170 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57525 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -6363237.500000 Penalty: 5475.778809
	Iteration 72Q: 3 clusters Score -6363238 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57696 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -6363330.000000 Penalty: 5475.778809
	Iteration 73Q: 3 clusters Score -6363330 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57852 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -6363350.000000 Penalty: 5475.778809
	Iteration 74Q: 3 clusters Score -6363350 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57969 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -6363400.000000 Penalty: 5475.778809
	Iteration 75Q: 3 clusters Score -6363400 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58079 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -6363415.500000 Penalty: 5475.778809
	Iteration 76Q: 3 clusters Score -6363416 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58185 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -6363472.500000 Penalty: 5475.778809
	Iteration 77Q: 3 clusters Score -6363472 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58279 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -6363488.000000 Penalty: 5475.778809
	Iteration 78Q: 3 clusters Score -6363488 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58361 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -6363515.500000 Penalty: 5475.778809
	Iteration 79Q: 3 clusters Score -6363516 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58432 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -6363527.000000 Penalty: 5475.778809
	Iteration 80F: 3 clusters Score -6363527 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58469 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -6363518.500000 Penalty: 5475.778809
	Iteration 81Q: 3 clusters Score -6363518 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58496 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -6363508.000000 Penalty: 5475.778809
	Iteration 82Q: 3 clusters Score -6363508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58517 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -6363523.000000 Penalty: 5475.778809
	Iteration 83Q: 3 clusters Score -6363523 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58540 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -6363546.500000 Penalty: 5475.778809
	Iteration 84Q: 3 clusters Score -6363546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58557 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -6363537.500000 Penalty: 5475.778809
	Iteration 85Q: 3 clusters Score -6363538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58571 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -6363543.000000 Penalty: 5475.778809
	Iteration 86Q: 3 clusters Score -6363543 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58588 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -6363546.500000 Penalty: 5475.778809
	Iteration 87Q: 3 clusters Score -6363546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58604 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -6363551.500000 Penalty: 5475.778809
	Iteration 88Q: 3 clusters Score -6363552 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58617 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -6363552.500000 Penalty: 5475.778809
	Iteration 89Q: 3 clusters Score -6363552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58631 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -6363564.000000 Penalty: 5475.778809
	Iteration 90Q: 3 clusters Score -6363564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58642 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -6363551.500000 Penalty: 5475.778809
	Iteration 91Q: 3 clusters Score -6363552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58647 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -6363558.000000 Penalty: 5475.778809
	Iteration 92Q: 3 clusters Score -6363558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58650 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -6363556.500000 Penalty: 5475.778809
	Iteration 93Q: 3 clusters Score -6363556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58655 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -6363547.500000 Penalty: 5475.778809
	Iteration 94Q: 3 clusters Score -6363548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58658 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -6363555.500000 Penalty: 5475.778809
	Iteration 95Q: 3 clusters Score -6363556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58664 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -6363563.000000 Penalty: 5475.778809
	Iteration 96Q: 3 clusters Score -6363563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58673 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -6363548.500000 Penalty: 5475.778809
	Iteration 97Q: 3 clusters Score -6363548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58676 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -6363561.000000 Penalty: 5475.778809
	Iteration 98Q: 3 clusters Score -6363561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58681 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -6363557.000000 Penalty: 5475.778809
	Iteration 99Q: 3 clusters Score -6363557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58685 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -6363556.500000 Penalty: 5475.778809
	Iteration 100F: 3 clusters Score -6363556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58690 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -6363555.000000 Penalty: 5475.778809
	Iteration 101Q: 3 clusters Score -6363555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58693 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -6363560.000000 Penalty: 5475.778809
	Iteration 102Q: 3 clusters Score -6363560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58696 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -6363567.000000 Penalty: 5475.778809
	Iteration 103Q: 3 clusters Score -6363567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58701 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -6363569.500000 Penalty: 5475.778809
	Iteration 104Q: 3 clusters Score -6363570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58704 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -6363565.500000 Penalty: 5475.778809
	Iteration 105Q: 3 clusters Score -6363566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58705 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -6363570.000000 Penalty: 5475.778809
	Iteration 106Q: 3 clusters Score -6363570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58707 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -6363563.000000 Penalty: 5475.778809
	Iteration 107Q: 3 clusters Score -6363563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58709 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -6363570.500000 Penalty: 5475.778809
	Iteration 108Q: 3 clusters Score -6363570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58710 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -6363567.000000 Penalty: 5475.778809
	Iteration 109Q: 3 clusters Score -6363567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58710 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -6363567.000000 Penalty: 5475.778809
	Iteration 110F: 3 clusters Score -6363567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Entering Unmasked Estep 
Score: -1423139.250000 Penalty: 2348.867920
	Iteration 0F: 2 clusters Score -1423139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1413566.500000 Penalty: 4697.735840
	Iteration 0F: 3 clusters Score -1413566 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1416498.000000 Penalty: 4697.735840
	Iteration 1F: 3 clusters Score -1416498 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1417075.250000 Penalty: 4697.735840
	Iteration 2F: 3 clusters Score -1417075 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1417782.250000 Penalty: 4697.735840
	Iteration 3F: 3 clusters Score -1417782 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1418766.875000 Penalty: 4697.735840
	Iteration 4F: 3 clusters Score -1418767 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1419745.625000 Penalty: 4697.735840
	Iteration 5F: 3 clusters Score -1419746 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1420435.125000 Penalty: 4697.735840
	Iteration 6F: 3 clusters Score -1420435 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1420836.500000 Penalty: 4697.735840
	Iteration 7Q: 3 clusters Score -1420836 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1421021.500000 Penalty: 4697.735840
	Iteration 8Q: 3 clusters Score -1421022 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1421113.250000 Penalty: 4697.735840
	Iteration 9Q: 3 clusters Score -1421113 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1421163.375000 Penalty: 4697.735840
	Iteration 10Q: 3 clusters Score -1421163 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1421189.375000 Penalty: 4697.735840
	Iteration 11Q: 3 clusters Score -1421189 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1421205.625000 Penalty: 4697.735840
	Iteration 12Q: 3 clusters Score -1421206 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1421222.875000 Penalty: 4697.735840
	Iteration 13Q: 3 clusters Score -1421223 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1421232.000000 Penalty: 4697.735840
	Iteration 14Q: 3 clusters Score -1421232 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1421243.500000 Penalty: 4697.735840
	Iteration 15Q: 3 clusters Score -1421244 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1421253.250000 Penalty: 4697.735840
	Iteration 16Q: 3 clusters Score -1421253 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1421258.750000 Penalty: 4697.735840
	Iteration 17Q: 3 clusters Score -1421259 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1421269.250000 Penalty: 4697.735840
	Iteration 18Q: 3 clusters Score -1421269 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1421273.875000 Penalty: 4697.735840
	Iteration 19Q: 3 clusters Score -1421274 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1421280.750000 Penalty: 4697.735840
	Iteration 20F: 3 clusters Score -1421281 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1421284.750000 Penalty: 4697.735840
	Iteration 21Q: 3 clusters Score -1421285 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1421295.250000 Penalty: 4697.735840
	Iteration 22Q: 3 clusters Score -1421295 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1421302.625000 Penalty: 4697.735840
	Iteration 23Q: 3 clusters Score -1421303 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1421312.250000 Penalty: 4697.735840
	Iteration 24Q: 3 clusters Score -1421312 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1421316.625000 Penalty: 4697.735840
	Iteration 25Q: 3 clusters Score -1421317 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1421322.250000 Penalty: 4697.735840
	Iteration 26Q: 3 clusters Score -1421322 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1421328.625000 Penalty: 4697.735840
	Iteration 27Q: 3 clusters Score -1421329 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1421340.500000 Penalty: 4697.735840
	Iteration 28Q: 3 clusters Score -1421340 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1421351.500000 Penalty: 4697.735840
	Iteration 29Q: 3 clusters Score -1421352 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1421360.500000 Penalty: 4697.735840
	Iteration 30Q: 3 clusters Score -1421360 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1421366.375000 Penalty: 4697.735840
	Iteration 31Q: 3 clusters Score -1421366 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1421375.250000 Penalty: 4697.735840
	Iteration 32Q: 3 clusters Score -1421375 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1421385.125000 Penalty: 4697.735840
	Iteration 33Q: 3 clusters Score -1421385 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1421397.750000 Penalty: 4697.735840
	Iteration 34Q: 3 clusters Score -1421398 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1421410.750000 Penalty: 4697.735840
	Iteration 35Q: 3 clusters Score -1421411 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1421425.500000 Penalty: 4697.735840
	Iteration 36Q: 3 clusters Score -1421426 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1421434.125000 Penalty: 4697.735840
	Iteration 37Q: 3 clusters Score -1421434 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1421446.875000 Penalty: 4697.735840
	Iteration 38Q: 3 clusters Score -1421447 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1421456.625000 Penalty: 4697.735840
	Iteration 39Q: 3 clusters Score -1421457 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1421464.875000 Penalty: 4697.735840
	Iteration 40F: 3 clusters Score -1421465 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1421470.375000 Penalty: 4697.735840
	Iteration 41Q: 3 clusters Score -1421470 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1421478.625000 Penalty: 4697.735840
	Iteration 42Q: 3 clusters Score -1421479 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1421490.750000 Penalty: 4697.735840
	Iteration 43Q: 3 clusters Score -1421491 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1421500.000000 Penalty: 4697.735840
	Iteration 44Q: 3 clusters Score -1421500 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1421514.375000 Penalty: 4697.735840
	Iteration 45Q: 3 clusters Score -1421514 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1421527.250000 Penalty: 4697.735840
	Iteration 46Q: 3 clusters Score -1421527 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1421529.000000 Penalty: 4697.735840
	Iteration 47Q: 3 clusters Score -1421529 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1421539.250000 Penalty: 4697.735840
	Iteration 48Q: 3 clusters Score -1421539 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1421552.375000 Penalty: 4697.735840
	Iteration 49Q: 3 clusters Score -1421552 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1421557.125000 Penalty: 4697.735840
	Iteration 50Q: 3 clusters Score -1421557 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1421562.625000 Penalty: 4697.735840
	Iteration 51Q: 3 clusters Score -1421563 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1421570.125000 Penalty: 4697.735840
	Iteration 52Q: 3 clusters Score -1421570 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1421572.375000 Penalty: 4697.735840
	Iteration 53Q: 3 clusters Score -1421572 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1421577.875000 Penalty: 4697.735840
	Iteration 54Q: 3 clusters Score -1421578 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1421585.750000 Penalty: 4697.735840
	Iteration 55Q: 3 clusters Score -1421586 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1421586.125000 Penalty: 4697.735840
	Iteration 56Q: 3 clusters Score -1421586 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1421593.250000 Penalty: 4697.735840
	Iteration 57Q: 3 clusters Score -1421593 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1421594.625000 Penalty: 4697.735840
	Iteration 58Q: 3 clusters Score -1421595 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1421599.625000 Penalty: 4697.735840
	Iteration 59Q: 3 clusters Score -1421600 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1421606.875000 Penalty: 4697.735840
	Iteration 60F: 3 clusters Score -1421607 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1421618.000000 Penalty: 4697.735840
	Iteration 61Q: 3 clusters Score -1421618 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1421620.375000 Penalty: 4697.735840
	Iteration 62Q: 3 clusters Score -1421620 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1421631.875000 Penalty: 4697.735840
	Iteration 63Q: 3 clusters Score -1421632 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1421633.125000 Penalty: 4697.735840
	Iteration 64Q: 3 clusters Score -1421633 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1421635.000000 Penalty: 4697.735840
	Iteration 65Q: 3 clusters Score -1421635 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1421641.625000 Penalty: 4697.735840
	Iteration 66Q: 3 clusters Score -1421642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1421640.250000 Penalty: 4697.735840
	Iteration 67Q: 3 clusters Score -1421640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1421643.250000 Penalty: 4697.735840
	Iteration 68Q: 3 clusters Score -1421643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1421644.625000 Penalty: 4697.735840
	Iteration 69Q: 3 clusters Score -1421645 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1421649.875000 Penalty: 4697.735840
	Iteration 70Q: 3 clusters Score -1421650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1421653.375000 Penalty: 4697.735840
	Iteration 71Q: 3 clusters Score -1421653 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1421651.750000 Penalty: 4697.735840
	Iteration 72Q: 3 clusters Score -1421652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1421652.625000 Penalty: 4697.735840
	Iteration 73Q: 3 clusters Score -1421653 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1421652.250000 Penalty: 4697.735840
	Iteration 74Q: 3 clusters Score -1421652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1421649.500000 Penalty: 4697.735840
	Iteration 75Q: 3 clusters Score -1421650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1421657.250000 Penalty: 4697.735840
	Iteration 76Q: 3 clusters Score -1421657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1421655.750000 Penalty: 4697.735840
	Iteration 77Q: 3 clusters Score -1421656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1421661.875000 Penalty: 4697.735840
	Iteration 78Q: 3 clusters Score -1421662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1421662.125000 Penalty: 4697.735840
	Iteration 79Q: 3 clusters Score -1421662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1421660.750000 Penalty: 4697.735840
	Iteration 80F: 3 clusters Score -1421661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1421662.750000 Penalty: 4697.735840
	Iteration 81Q: 3 clusters Score -1421663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1421661.500000 Penalty: 4697.735840
	Iteration 82Q: 3 clusters Score -1421662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1421667.375000 Penalty: 4697.735840
	Iteration 83Q: 3 clusters Score -1421667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1421664.500000 Penalty: 4697.735840
	Iteration 84Q: 3 clusters Score -1421664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1421666.250000 Penalty: 4697.735840
	Iteration 85Q: 3 clusters Score -1421666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1421666.625000 Penalty: 4697.735840
	Iteration 86Q: 3 clusters Score -1421667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1421668.625000 Penalty: 4697.735840
	Iteration 87Q: 3 clusters Score -1421669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1421667.250000 Penalty: 4697.735840
	Iteration 88Q: 3 clusters Score -1421667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1421667.750000 Penalty: 4697.735840
	Iteration 89Q: 3 clusters Score -1421668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1421666.750000 Penalty: 4697.735840
	Iteration 90Q: 3 clusters Score -1421667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1421669.500000 Penalty: 4697.735840
	Iteration 91Q: 3 clusters Score -1421670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1421670.875000 Penalty: 4697.735840
	Iteration 92Q: 3 clusters Score -1421671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1421670.875000 Penalty: 4697.735840
	Iteration 93Q: 3 clusters Score -1421671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1421671.125000 Penalty: 4697.735840
	Iteration 94Q: 3 clusters Score -1421671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1421670.375000 Penalty: 4697.735840
	Iteration 95Q: 3 clusters Score -1421670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1421671.250000 Penalty: 4697.735840
	Iteration 96Q: 3 clusters Score -1421671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1421673.000000 Penalty: 4697.735840
	Iteration 97Q: 3 clusters Score -1421673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1421674.000000 Penalty: 4697.735840
	Iteration 98Q: 3 clusters Score -1421674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1421673.875000 Penalty: 4697.735840
	Iteration 99Q: 3 clusters Score -1421674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1421673.875000 Penalty: 4697.735840
	Iteration 100F: 3 clusters Score -1421674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40680 members 
Entering Unmasked Estep 
Score: -4391893.000000 Penalty: 2632.145996
	Iteration 0F: 2 clusters Score -4391893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -4364302.000000 Penalty: 5264.291992
	Iteration 0F: 3 clusters Score -4364302 nChanged 18615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -4375091.000000 Penalty: 5264.291992
	Iteration 1F: 3 clusters Score -4375091 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -4376594.500000 Penalty: 5264.291992
	Iteration 2F: 3 clusters Score -4376594 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -4378768.000000 Penalty: 5264.291992
	Iteration 3F: 3 clusters Score -4378768 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -4381483.500000 Penalty: 5264.291992
	Iteration 4F: 3 clusters Score -4381484 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -4384355.500000 Penalty: 5264.291992
	Iteration 5F: 3 clusters Score -4384356 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -4386945.000000 Penalty: 5264.291992
	Iteration 6F: 3 clusters Score -4386945 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -4388787.000000 Penalty: 5264.291992
	Iteration 7Q: 3 clusters Score -4388787 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -4389831.500000 Penalty: 5264.291992
	Iteration 8Q: 3 clusters Score -4389832 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -4390408.000000 Penalty: 5264.291992
	Iteration 9Q: 3 clusters Score -4390408 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -4390746.500000 Penalty: 5264.291992
	Iteration 10Q: 3 clusters Score -4390746 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -4390953.500000 Penalty: 5264.291992
	Iteration 11Q: 3 clusters Score -4390954 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 34372 members 
Entering Unmasked Estep 
Score: -4391053.500000 Penalty: 5264.291992
	Iteration 12Q: 3 clusters Score -4391054 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -4391147.000000 Penalty: 5264.291992
	Iteration 13Q: 3 clusters Score -4391147 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -4391182.500000 Penalty: 5264.291992
	Iteration 14Q: 3 clusters Score -4391182 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -4391241.500000 Penalty: 5264.291992
	Iteration 15Q: 3 clusters Score -4391242 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 35093 members 
Entering Unmasked Estep 
Score: -4391271.000000 Penalty: 5264.291992
	Iteration 16Q: 3 clusters Score -4391271 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 35220 members 
Entering Unmasked Estep 
Score: -4391292.500000 Penalty: 5264.291992
	Iteration 17Q: 3 clusters Score -4391292 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
Score: -4391338.500000 Penalty: 5264.291992
	Iteration 18Q: 3 clusters Score -4391338 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -4391385.500000 Penalty: 5264.291992
	Iteration 19Q: 3 clusters Score -4391386 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
Score: -4391422.500000 Penalty: 5264.291992
	Iteration 20F: 3 clusters Score -4391422 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
Score: -4391469.500000 Penalty: 5264.291992
	Iteration 21Q: 3 clusters Score -4391470 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 35873 members 
Entering Unmasked Estep 
Score: -4391490.000000 Penalty: 5264.291992
	Iteration 22Q: 3 clusters Score -4391490 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 35980 members 
Entering Unmasked Estep 
Score: -4391530.000000 Penalty: 5264.291992
	Iteration 23Q: 3 clusters Score -4391530 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -4391556.500000 Penalty: 5264.291992
	Iteration 24Q: 3 clusters Score -4391556 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 36183 members 
Entering Unmasked Estep 
Score: -4391588.500000 Penalty: 5264.291992
	Iteration 25Q: 3 clusters Score -4391588 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 36278 members 
Entering Unmasked Estep 
Score: -4391635.500000 Penalty: 5264.291992
	Iteration 26Q: 3 clusters Score -4391636 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 36358 members 
Entering Unmasked Estep 
Score: -4391657.500000 Penalty: 5264.291992
	Iteration 27Q: 3 clusters Score -4391658 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 36433 members 
Entering Unmasked Estep 
Score: -4391691.500000 Penalty: 5264.291992
	Iteration 28Q: 3 clusters Score -4391692 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -4391712.000000 Penalty: 5264.291992
	Iteration 29Q: 3 clusters Score -4391712 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -4391740.000000 Penalty: 5264.291992
	Iteration 30Q: 3 clusters Score -4391740 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 36589 members 
Entering Unmasked Estep 
Score: -4391746.500000 Penalty: 5264.291992
	Iteration 31Q: 3 clusters Score -4391746 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 36624 members 
Entering Unmasked Estep 
Score: -4391754.500000 Penalty: 5264.291992
	Iteration 32Q: 3 clusters Score -4391754 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 36653 members 
Entering Unmasked Estep 
Score: -4391760.500000 Penalty: 5264.291992
	Iteration 33Q: 3 clusters Score -4391760 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -4391780.000000 Penalty: 5264.291992
	Iteration 34Q: 3 clusters Score -4391780 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 36691 members 
Entering Unmasked Estep 
Score: -4391793.000000 Penalty: 5264.291992
	Iteration 35Q: 3 clusters Score -4391793 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -4391800.500000 Penalty: 5264.291992
	Iteration 36Q: 3 clusters Score -4391800 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -4391815.000000 Penalty: 5264.291992
	Iteration 37Q: 3 clusters Score -4391815 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -4391822.500000 Penalty: 5264.291992
	Iteration 38Q: 3 clusters Score -4391822 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 36763 members 
Entering Unmasked Estep 
Score: -4391838.000000 Penalty: 5264.291992
	Iteration 39Q: 3 clusters Score -4391838 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -4391845.500000 Penalty: 5264.291992
	Iteration 40F: 3 clusters Score -4391846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 36783 members 
Entering Unmasked Estep 
Score: -4391843.500000 Penalty: 5264.291992
	Iteration 41Q: 3 clusters Score -4391844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 36786 members 
Entering Unmasked Estep 
Score: -4391848.500000 Penalty: 5264.291992
	Iteration 42Q: 3 clusters Score -4391848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
Score: -4391849.500000 Penalty: 5264.291992
	Iteration 43Q: 3 clusters Score -4391850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
Score: -4391849.500000 Penalty: 5264.291992
	Iteration 44Q: 3 clusters Score -4391850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -4391843.500000 Penalty: 5264.291992
	Iteration 45Q: 3 clusters Score -4391844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 36812 members 
Entering Unmasked Estep 
Score: -4391854.500000 Penalty: 5264.291992
	Iteration 46Q: 3 clusters Score -4391854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -4391842.000000 Penalty: 5264.291992
	Iteration 47Q: 3 clusters Score -4391842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 36820 members 
Entering Unmasked Estep 
Score: -4391832.500000 Penalty: 5264.291992
	Iteration 48Q: 3 clusters Score -4391832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 36820 members 
Entering Unmasked Estep 
Score: -4391838.000000 Penalty: 5264.291992
	Iteration 49Q: 3 clusters Score -4391838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 36820 members 
Entering Unmasked Estep 
Score: -4391838.000000 Penalty: 5264.291992
	Iteration 50F: 3 clusters Score -4391838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Entering Unmasked Estep 
Score: -2723262.250000 Penalty: 2525.368164
	Iteration 0F: 2 clusters Score -2723262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -2705068.250000 Penalty: 5050.736328
	Iteration 0F: 3 clusters Score -2705068 nChanged 11846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -2711602.000000 Penalty: 5050.736328
	Iteration 1F: 3 clusters Score -2711602 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -2712287.750000 Penalty: 5050.736328
	Iteration 2F: 3 clusters Score -2712288 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -2713093.750000 Penalty: 5050.736328
	Iteration 3F: 3 clusters Score -2713094 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2713942.500000 Penalty: 5050.736328
	Iteration 4F: 3 clusters Score -2713942 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -2714856.250000 Penalty: 5050.736328
	Iteration 5F: 3 clusters Score -2714856 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -2715701.250000 Penalty: 5050.736328
	Iteration 6F: 3 clusters Score -2715701 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -2716509.750000 Penalty: 5050.736328
	Iteration 7F: 3 clusters Score -2716510 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -2717236.000000 Penalty: 5050.736328
	Iteration 8Q: 3 clusters Score -2717236 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -2717815.500000 Penalty: 5050.736328
	Iteration 9Q: 3 clusters Score -2717816 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -2718297.500000 Penalty: 5050.736328
	Iteration 10Q: 3 clusters Score -2718298 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -2718661.250000 Penalty: 5050.736328
	Iteration 11Q: 3 clusters Score -2718661 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -2718968.250000 Penalty: 5050.736328
	Iteration 12Q: 3 clusters Score -2718968 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -2719216.250000 Penalty: 5050.736328
	Iteration 13Q: 3 clusters Score -2719216 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -2719424.250000 Penalty: 5050.736328
	Iteration 14Q: 3 clusters Score -2719424 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -2719562.000000 Penalty: 5050.736328
	Iteration 15Q: 3 clusters Score -2719562 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -2719664.000000 Penalty: 5050.736328
	Iteration 16Q: 3 clusters Score -2719664 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -2719725.000000 Penalty: 5050.736328
	Iteration 17Q: 3 clusters Score -2719725 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -2719766.750000 Penalty: 5050.736328
	Iteration 18Q: 3 clusters Score -2719767 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -2719816.500000 Penalty: 5050.736328
	Iteration 19Q: 3 clusters Score -2719816 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -2719865.750000 Penalty: 5050.736328
	Iteration 20F: 3 clusters Score -2719866 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -2719904.250000 Penalty: 5050.736328
	Iteration 21Q: 3 clusters Score -2719904 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -2719925.250000 Penalty: 5050.736328
	Iteration 22Q: 3 clusters Score -2719925 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -2719936.000000 Penalty: 5050.736328
	Iteration 23Q: 3 clusters Score -2719936 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -2719957.250000 Penalty: 5050.736328
	Iteration 24Q: 3 clusters Score -2719957 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -2719977.250000 Penalty: 5050.736328
	Iteration 25Q: 3 clusters Score -2719977 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -2720002.000000 Penalty: 5050.736328
	Iteration 26Q: 3 clusters Score -2720002 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -2720017.250000 Penalty: 5050.736328
	Iteration 27Q: 3 clusters Score -2720017 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -2720029.750000 Penalty: 5050.736328
	Iteration 28Q: 3 clusters Score -2720030 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -2720052.250000 Penalty: 5050.736328
	Iteration 29Q: 3 clusters Score -2720052 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -2720073.000000 Penalty: 5050.736328
	Iteration 30Q: 3 clusters Score -2720073 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -2720097.000000 Penalty: 5050.736328
	Iteration 31Q: 3 clusters Score -2720097 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -2720111.750000 Penalty: 5050.736328
	Iteration 32Q: 3 clusters Score -2720112 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -2720121.500000 Penalty: 5050.736328
	Iteration 33Q: 3 clusters Score -2720122 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -2720140.250000 Penalty: 5050.736328
	Iteration 34Q: 3 clusters Score -2720140 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -2720167.250000 Penalty: 5050.736328
	Iteration 35Q: 3 clusters Score -2720167 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -2720185.000000 Penalty: 5050.736328
	Iteration 36Q: 3 clusters Score -2720185 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -2720211.250000 Penalty: 5050.736328
	Iteration 37Q: 3 clusters Score -2720211 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -2720222.750000 Penalty: 5050.736328
	Iteration 38Q: 3 clusters Score -2720223 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -2720241.000000 Penalty: 5050.736328
	Iteration 39Q: 3 clusters Score -2720241 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -2720249.750000 Penalty: 5050.736328
	Iteration 40F: 3 clusters Score -2720250 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -2720263.000000 Penalty: 5050.736328
	Iteration 41Q: 3 clusters Score -2720263 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -2720277.000000 Penalty: 5050.736328
	Iteration 42Q: 3 clusters Score -2720277 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -2720287.750000 Penalty: 5050.736328
	Iteration 43Q: 3 clusters Score -2720288 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -2720297.500000 Penalty: 5050.736328
	Iteration 44Q: 3 clusters Score -2720298 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -2720311.500000 Penalty: 5050.736328
	Iteration 45Q: 3 clusters Score -2720312 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -2720331.000000 Penalty: 5050.736328
	Iteration 46Q: 3 clusters Score -2720331 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -2720330.250000 Penalty: 5050.736328
	Iteration 47Q: 3 clusters Score -2720330 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -2720340.750000 Penalty: 5050.736328
	Iteration 48Q: 3 clusters Score -2720341 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -2720359.500000 Penalty: 5050.736328
	Iteration 49Q: 3 clusters Score -2720360 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -2720372.500000 Penalty: 5050.736328
	Iteration 50Q: 3 clusters Score -2720372 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -2720385.500000 Penalty: 5050.736328
	Iteration 51Q: 3 clusters Score -2720386 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -2720396.500000 Penalty: 5050.736328
	Iteration 52Q: 3 clusters Score -2720396 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -2720417.500000 Penalty: 5050.736328
	Iteration 53Q: 3 clusters Score -2720418 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -2720428.000000 Penalty: 5050.736328
	Iteration 54Q: 3 clusters Score -2720428 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -2720455.750000 Penalty: 5050.736328
	Iteration 55Q: 3 clusters Score -2720456 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -2720460.500000 Penalty: 5050.736328
	Iteration 56Q: 3 clusters Score -2720460 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -2720470.250000 Penalty: 5050.736328
	Iteration 57Q: 3 clusters Score -2720470 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -2720496.250000 Penalty: 5050.736328
	Iteration 58Q: 3 clusters Score -2720496 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -2720517.250000 Penalty: 5050.736328
	Iteration 59Q: 3 clusters Score -2720517 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -2720546.500000 Penalty: 5050.736328
	Iteration 60F: 3 clusters Score -2720546 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -2720557.750000 Penalty: 5050.736328
	Iteration 61Q: 3 clusters Score -2720558 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -2720580.250000 Penalty: 5050.736328
	Iteration 62Q: 3 clusters Score -2720580 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -2720610.250000 Penalty: 5050.736328
	Iteration 63Q: 3 clusters Score -2720610 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -2720669.000000 Penalty: 5050.736328
	Iteration 64Q: 3 clusters Score -2720669 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2720708 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2720747 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2720792 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2720835 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2720882 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -2720932.500000 Penalty: 5050.736328
	Iteration 70Q: 3 clusters Score -2720932 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2720986 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2721045 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2721082 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2721134 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2721178 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -2721223.000000 Penalty: 5050.736328
	Iteration 76Q: 3 clusters Score -2721223 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2721266 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -2721293.000000 Penalty: 5050.736328
	Iteration 78Q: 3 clusters Score -2721293 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -2721337.250000 Penalty: 5050.736328
	Iteration 79Q: 3 clusters Score -2721337 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -2721369.500000 Penalty: 5050.736328
	Iteration 80F: 3 clusters Score -2721370 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -2721399.250000 Penalty: 5050.736328
	Iteration 81Q: 3 clusters Score -2721399 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -2721426.500000 Penalty: 5050.736328
	Iteration 82Q: 3 clusters Score -2721426 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -2721459.500000 Penalty: 5050.736328
	Iteration 83Q: 3 clusters Score -2721460 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2721475 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -2721499.750000 Penalty: 5050.736328
	Iteration 85Q: 3 clusters Score -2721500 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -2721520.500000 Penalty: 5050.736328
	Iteration 86Q: 3 clusters Score -2721520 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -2721531.750000 Penalty: 5050.736328
	Iteration 87Q: 3 clusters Score -2721532 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -2721536.000000 Penalty: 5050.736328
	Iteration 88Q: 3 clusters Score -2721536 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -2721545.250000 Penalty: 5050.736328
	Iteration 89Q: 3 clusters Score -2721545 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -2721562.250000 Penalty: 5050.736328
	Iteration 90Q: 3 clusters Score -2721562 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -2721566.000000 Penalty: 5050.736328
	Iteration 91Q: 3 clusters Score -2721566 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -2721578.000000 Penalty: 5050.736328
	Iteration 92Q: 3 clusters Score -2721578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -2721579.500000 Penalty: 5050.736328
	Iteration 93Q: 3 clusters Score -2721580 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2721586 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2721588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -2721598.250000 Penalty: 5050.736328
	Iteration 96Q: 3 clusters Score -2721598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -2721594.250000 Penalty: 5050.736328
	Iteration 97Q: 3 clusters Score -2721594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -2721596.500000 Penalty: 5050.736328
	Iteration 98Q: 3 clusters Score -2721596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2721598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -2721606.000000 Penalty: 5050.736328
	Iteration 100F: 3 clusters Score -2721606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -2721605.750000 Penalty: 5050.736328
	Iteration 101Q: 3 clusters Score -2721606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -2721617.750000 Penalty: 5050.736328
	Iteration 102Q: 3 clusters Score -2721618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -2721625.000000 Penalty: 5050.736328
	Iteration 103Q: 3 clusters Score -2721625 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -2721632.250000 Penalty: 5050.736328
	Iteration 104Q: 3 clusters Score -2721632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -2721633.250000 Penalty: 5050.736328
	Iteration 105Q: 3 clusters Score -2721633 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -2721637.250000 Penalty: 5050.736328
	Iteration 106Q: 3 clusters Score -2721637 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -2721637.000000 Penalty: 5050.736328
	Iteration 107Q: 3 clusters Score -2721637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -2721638.000000 Penalty: 5050.736328
	Iteration 108Q: 3 clusters Score -2721638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -2721638.750000 Penalty: 5050.736328
	Iteration 109Q: 3 clusters Score -2721639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -2721643.250000 Penalty: 5050.736328
	Iteration 110Q: 3 clusters Score -2721643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -2721645.750000 Penalty: 5050.736328
	Iteration 111Q: 3 clusters Score -2721646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -2721645.250000 Penalty: 5050.736328
	Iteration 112Q: 3 clusters Score -2721645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -2721646.000000 Penalty: 5050.736328
	Iteration 113Q: 3 clusters Score -2721646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -2721642.500000 Penalty: 5050.736328
	Iteration 114Q: 3 clusters Score -2721642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -2721644.250000 Penalty: 5050.736328
	Iteration 115Q: 3 clusters Score -2721644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -2721644.500000 Penalty: 5050.736328
	Iteration 116Q: 3 clusters Score -2721644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -2721644.500000 Penalty: 5050.736328
	Iteration 117Q: 3 clusters Score -2721644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -2721647.750000 Penalty: 5050.736328
	Iteration 118Q: 3 clusters Score -2721648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -2721646.750000 Penalty: 5050.736328
	Iteration 119Q: 3 clusters Score -2721647 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -2721651.750000 Penalty: 5050.736328
	Iteration 120F: 3 clusters Score -2721652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -2721652.250000 Penalty: 5050.736328
	Iteration 121Q: 3 clusters Score -2721652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -2721652.750000 Penalty: 5050.736328
	Iteration 122Q: 3 clusters Score -2721653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -2721652.750000 Penalty: 5050.736328
	Iteration 123Q: 3 clusters Score -2721653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -2721652.500000 Penalty: 5050.736328
	Iteration 124Q: 3 clusters Score -2721652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -2721656.750000 Penalty: 5050.736328
	Iteration 125Q: 3 clusters Score -2721657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -2721656.750000 Penalty: 5050.736328
	Iteration 126Q: 3 clusters Score -2721657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -2721655.500000 Penalty: 5050.736328
	Iteration 127Q: 3 clusters Score -2721656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -2721658.000000 Penalty: 5050.736328
	Iteration 128Q: 3 clusters Score -2721658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -2721661.500000 Penalty: 5050.736328
	Iteration 129Q: 3 clusters Score -2721662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -2721660.750000 Penalty: 5050.736328
	Iteration 130Q: 3 clusters Score -2721661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -2721662.500000 Penalty: 5050.736328
	Iteration 131Q: 3 clusters Score -2721662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -2721667.500000 Penalty: 5050.736328
	Iteration 132Q: 3 clusters Score -2721668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -2721665.250000 Penalty: 5050.736328
	Iteration 133Q: 3 clusters Score -2721665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -2721666.750000 Penalty: 5050.736328
	Iteration 134Q: 3 clusters Score -2721667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -2721667.000000 Penalty: 5050.736328
	Iteration 135Q: 3 clusters Score -2721667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -2721663.000000 Penalty: 5050.736328
	Iteration 136Q: 3 clusters Score -2721663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -2721664.500000 Penalty: 5050.736328
	Iteration 137Q: 3 clusters Score -2721664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -2721666.000000 Penalty: 5050.736328
	Iteration 138Q: 3 clusters Score -2721666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -2721667.000000 Penalty: 5050.736328
	Iteration 139Q: 3 clusters Score -2721667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -2721669.500000 Penalty: 5050.736328
	Iteration 140F: 3 clusters Score -2721670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -2721672.250000 Penalty: 5050.736328
	Iteration 141Q: 3 clusters Score -2721672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -2721675.250000 Penalty: 5050.736328
	Iteration 142Q: 3 clusters Score -2721675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -2721669.500000 Penalty: 5050.736328
	Iteration 143Q: 3 clusters Score -2721670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -2721669.750000 Penalty: 5050.736328
	Iteration 144Q: 3 clusters Score -2721670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -2721668.000000 Penalty: 5050.736328
	Iteration 145Q: 3 clusters Score -2721668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -2721671.500000 Penalty: 5050.736328
	Iteration 146Q: 3 clusters Score -2721672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -2721672.500000 Penalty: 5050.736328
	Iteration 147Q: 3 clusters Score -2721672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -2721674.250000 Penalty: 5050.736328
	Iteration 148Q: 3 clusters Score -2721674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -2721673.000000 Penalty: 5050.736328
	Iteration 149Q: 3 clusters Score -2721673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -2721672.000000 Penalty: 5050.736328
	Iteration 150Q: 3 clusters Score -2721672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -2721672.000000 Penalty: 5050.736328
	Iteration 151F: 3 clusters Score -2721672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (101883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101883 members 
Entering Unmasked Estep 
Score: -11236530.000000 Penalty: 2859.831787
	Iteration 0F: 2 clusters Score -1.123653e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50965 members 
Mstep: Class 2 contains 50918 members 
Entering Unmasked Estep 
Score: -11168481.000000 Penalty: 5719.663574
	Iteration 0F: 3 clusters Score -1.116848e+07 nChanged 48089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51558 members 
Mstep: Class 2 contains 50325 members 
Entering Unmasked Estep 
Score: -11195536.000000 Penalty: 5719.663574
	Iteration 1F: 3 clusters Score -1.119554e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51949 members 
Mstep: Class 2 contains 49934 members 
Entering Unmasked Estep 
Score: -11196107.000000 Penalty: 5719.663574
	Iteration 2Q: 3 clusters Score -1.119611e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52638 members 
Mstep: Class 2 contains 49245 members 
Entering Unmasked Estep 
Score: -11196917.000000 Penalty: 5719.663574
	Iteration 3Q: 3 clusters Score -1.119692e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53703 members 
Mstep: Class 2 contains 48180 members 
Entering Unmasked Estep 
Score: -11197696.000000 Penalty: 5719.663574
	Iteration 4Q: 3 clusters Score -1.11977e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55310 members 
Mstep: Class 2 contains 46573 members 
Entering Unmasked Estep 
Score: -11198587.000000 Penalty: 5719.663574
	Iteration 5Q: 3 clusters Score -1.119859e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57641 members 
Mstep: Class 2 contains 44242 members 
Entering Unmasked Estep 
Score: -11199849.000000 Penalty: 5719.663574
	Iteration 6Q: 3 clusters Score -1.119985e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60904 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -11201716.000000 Penalty: 5719.663574
	Iteration 7Q: 3 clusters Score -1.120172e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65396 members 
Mstep: Class 2 contains 36487 members 
Entering Unmasked Estep 
Score: -11204604.000000 Penalty: 5719.663574
	Iteration 8F: 3 clusters Score -1.12046e+07 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71295 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -11208954.000000 Penalty: 5719.663574
	Iteration 9F: 3 clusters Score -1.120895e+07 nChanged 7161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78086 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -11214728.000000 Penalty: 5719.663574
	Iteration 10F: 3 clusters Score -1.121473e+07 nChanged 6860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84752 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -11220850.000000 Penalty: 5719.663574
	Iteration 11F: 3 clusters Score -1.122085e+07 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90040 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -11225527.000000 Penalty: 5719.663574
	Iteration 12F: 3 clusters Score -1.122553e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93782 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -11228617.000000 Penalty: 5719.663574
	Iteration 13Q: 3 clusters Score -1.122862e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96226 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -11230611.000000 Penalty: 5719.663574
	Iteration 14Q: 3 clusters Score -1.123061e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97858 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -11231820.000000 Penalty: 5719.663574
	Iteration 15Q: 3 clusters Score -1.123182e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98979 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -11232654.000000 Penalty: 5719.663574
	Iteration 16Q: 3 clusters Score -1.123265e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99723 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -11233179.000000 Penalty: 5719.663574
	Iteration 17Q: 3 clusters Score -1.123318e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100221 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -11233538.000000 Penalty: 5719.663574
	Iteration 18Q: 3 clusters Score -1.123354e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100550 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -11233755.000000 Penalty: 5719.663574
	Iteration 19Q: 3 clusters Score -1.123376e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100761 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -11233897.000000 Penalty: 5719.663574
	Iteration 20F: 3 clusters Score -1.12339e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100909 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -11234038.000000 Penalty: 5719.663574
	Iteration 21Q: 3 clusters Score -1.123404e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101011 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -11234107.000000 Penalty: 5719.663574
	Iteration 22Q: 3 clusters Score -1.123411e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101082 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -11234149.000000 Penalty: 5719.663574
	Iteration 23Q: 3 clusters Score -1.123415e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101126 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -11234176.000000 Penalty: 5719.663574
	Iteration 24Q: 3 clusters Score -1.123418e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101159 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -11234188.000000 Penalty: 5719.663574
	Iteration 25Q: 3 clusters Score -1.123419e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101187 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -11234212.000000 Penalty: 5719.663574
	Iteration 26Q: 3 clusters Score -1.123421e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101204 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -11234212.000000 Penalty: 5719.663574
	Iteration 27Q: 3 clusters Score -1.123421e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101209 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -11234236.000000 Penalty: 5719.663574
	Iteration 28Q: 3 clusters Score -1.123424e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101213 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -11234235.000000 Penalty: 5719.663574
	Iteration 29Q: 3 clusters Score -1.123424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101218 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -11234242.000000 Penalty: 5719.663574
	Iteration 30Q: 3 clusters Score -1.123424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101220 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -11234228.000000 Penalty: 5719.663574
	Iteration 31Q: 3 clusters Score -1.123423e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101222 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -11234229.000000 Penalty: 5719.663574
	Iteration 32Q: 3 clusters Score -1.123423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101225 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -11234238.000000 Penalty: 5719.663574
	Iteration 33Q: 3 clusters Score -1.123424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101226 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -11234237.000000 Penalty: 5719.663574
	Iteration 34Q: 3 clusters Score -1.123424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101229 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -11234240.000000 Penalty: 5719.663574
	Iteration 35Q: 3 clusters Score -1.123424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101232 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -11234237.000000 Penalty: 5719.663574
	Iteration 36Q: 3 clusters Score -1.123424e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101236 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -11234239.000000 Penalty: 5719.663574
	Iteration 37Q: 3 clusters Score -1.123424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101238 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -11234247.000000 Penalty: 5719.663574
	Iteration 38Q: 3 clusters Score -1.123425e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101241 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -11234240.000000 Penalty: 5719.663574
	Iteration 39Q: 3 clusters Score -1.123424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101245 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -11234247.000000 Penalty: 5719.663574
	Iteration 40F: 3 clusters Score -1.123425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101248 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -11234241.000000 Penalty: 5719.663574
	Iteration 41Q: 3 clusters Score -1.123424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101251 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -11234245.000000 Penalty: 5719.663574
	Iteration 42Q: 3 clusters Score -1.123424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101254 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -11234243.000000 Penalty: 5719.663574
	Iteration 43Q: 3 clusters Score -1.123424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101256 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -11234245.000000 Penalty: 5719.663574
	Iteration 44Q: 3 clusters Score -1.123424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101258 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -11234257.000000 Penalty: 5719.663574
	Iteration 45Q: 3 clusters Score -1.123426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101262 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -11234258.000000 Penalty: 5719.663574
	Iteration 46Q: 3 clusters Score -1.123426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101264 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -11234269.000000 Penalty: 5719.663574
	Iteration 47Q: 3 clusters Score -1.123427e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101264 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -11234269.000000 Penalty: 5719.663574
	Iteration 48Q: 3 clusters Score -1.123427e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101268 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -11234272.000000 Penalty: 5719.663574
	Iteration 49Q: 3 clusters Score -1.123427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101273 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -11234266.000000 Penalty: 5719.663574
	Iteration 50Q: 3 clusters Score -1.123427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101272 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -11234273.000000 Penalty: 5719.663574
	Iteration 51Q: 3 clusters Score -1.123427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101271 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -11234280.000000 Penalty: 5719.663574
	Iteration 52Q: 3 clusters Score -1.123428e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101273 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -11234292.000000 Penalty: 5719.663574
	Iteration 53Q: 3 clusters Score -1.123429e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101273 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -11234292.000000 Penalty: 5719.663574
	Iteration 54F: 3 clusters Score -1.123429e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Entering Unmasked Estep 
Score: -245978.671875 Penalty: 1945.663208
	Iteration 0F: 2 clusters Score -245978.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -243113.687500 Penalty: 3891.326416
	Iteration 0F: 3 clusters Score -243113.7 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -243833.484375 Penalty: 3891.326416
	Iteration 1F: 3 clusters Score -243833.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -244008.437500 Penalty: 3891.326416
	Iteration 2F: 3 clusters Score -244008.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -244130.437500 Penalty: 3891.326416
	Iteration 3F: 3 clusters Score -244130.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -244232.531250 Penalty: 3891.326416
	Iteration 4Q: 3 clusters Score -244232.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -244309.484375 Penalty: 3891.326416
	Iteration 5Q: 3 clusters Score -244309.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -244359.609375 Penalty: 3891.326416
	Iteration 6Q: 3 clusters Score -244359.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -244393.375000 Penalty: 3891.326416
	Iteration 7Q: 3 clusters Score -244393.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -244428.953125 Penalty: 3891.326416
	Iteration 8Q: 3 clusters Score -244429 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -244458.578125 Penalty: 3891.326416
	Iteration 9Q: 3 clusters Score -244458.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -244487.531250 Penalty: 3891.326416
	Iteration 10Q: 3 clusters Score -244487.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -244512.625000 Penalty: 3891.326416
	Iteration 11Q: 3 clusters Score -244512.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -244544.296875 Penalty: 3891.326416
	Iteration 12Q: 3 clusters Score -244544.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -244573.656250 Penalty: 3891.326416
	Iteration 13Q: 3 clusters Score -244573.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -244603.546875 Penalty: 3891.326416
	Iteration 14Q: 3 clusters Score -244603.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -244655.593750 Penalty: 3891.326416
	Iteration 15Q: 3 clusters Score -244655.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -244683.484375 Penalty: 3891.326416
	Iteration 16Q: 3 clusters Score -244683.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -244723.593750 Penalty: 3891.326416
	Iteration 17Q: 3 clusters Score -244723.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -244766.468750 Penalty: 3891.326416
	Iteration 18Q: 3 clusters Score -244766.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -244799.296875 Penalty: 3891.326416
	Iteration 19Q: 3 clusters Score -244799.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -244846.796875 Penalty: 3891.326416
	Iteration 20F: 3 clusters Score -244846.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -244964.953125 Penalty: 3891.326416
	Iteration 21Q: 3 clusters Score -244965 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -245061.187500 Penalty: 3891.326416
	Iteration 22Q: 3 clusters Score -245061.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -245203.453125 Penalty: 3891.326416
	Iteration 23Q: 3 clusters Score -245203.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -245343.718750 Penalty: 3891.326416
	Iteration 24Q: 3 clusters Score -245343.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -245481.625000 Penalty: 3891.326416
	Iteration 25Q: 3 clusters Score -245481.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -245597.875000 Penalty: 3891.326416
	Iteration 26Q: 3 clusters Score -245597.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -245680.078125 Penalty: 3891.326416
	Iteration 27Q: 3 clusters Score -245680.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -245748.937500 Penalty: 3891.326416
	Iteration 28Q: 3 clusters Score -245748.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -245779.984375 Penalty: 3891.326416
	Iteration 29Q: 3 clusters Score -245780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -245794.062500 Penalty: 3891.326416
	Iteration 30Q: 3 clusters Score -245794.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -245810.171875 Penalty: 3891.326416
	Iteration 31Q: 3 clusters Score -245810.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -245823.468750 Penalty: 3891.326416
	Iteration 32Q: 3 clusters Score -245823.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -245836.937500 Penalty: 3891.326416
	Iteration 33Q: 3 clusters Score -245836.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -245853.078125 Penalty: 3891.326416
	Iteration 34Q: 3 clusters Score -245853.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -245869.687500 Penalty: 3891.326416
	Iteration 35Q: 3 clusters Score -245869.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -245880.625000 Penalty: 3891.326416
	Iteration 36Q: 3 clusters Score -245880.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -245887.421875 Penalty: 3891.326416
	Iteration 37Q: 3 clusters Score -245887.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -245889.687500 Penalty: 3891.326416
	Iteration 38Q: 3 clusters Score -245889.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -246056.843750 Penalty: 3891.326416
	Iteration 39F: 3 clusters Score -246056.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -246166.953125 Penalty: 3891.326416
	Iteration 40F: 3 clusters Score -246167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -246185.562500 Penalty: 3891.326416
	Iteration 41Q: 3 clusters Score -246185.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -246186.390625 Penalty: 3891.326416
	Iteration 42Q: 3 clusters Score -246186.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -246186.390625 Penalty: 3891.326416
	Iteration 43F: 3 clusters Score -246186.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 161342 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 15005 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 18787 members 
Mstep: Class 6 contains 72560 members 
Mstep: Class 7 contains 8465 members 
Mstep: Class 8 contains 1399 members 
Mstep: Class 9 contains 181601 members 
Mstep: Class 10 contains 12662 members 
Mstep: Class 11 contains 53086 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6111 members 
Mstep: Class 14 contains 62310 members 
Mstep: Class 15 contains 12981 members 
Mstep: Class 16 contains 40680 members 
Mstep: Class 17 contains 26448 members 
Mstep: Class 18 contains 101883 members 
Mstep: Class 19 contains 2384 members 
Mstep: Class 20 contains 6025 members 
Mstep: Class 21 contains 39515 members 
Mstep: Class 22 contains 1371 members 
Mstep: Class 23 contains 3095 members 
Mstep: Class 24 contains 8771 members 
Mstep: Class 25 contains 4721 members 
Mstep: Class 26 contains 3804 members 
Mstep: Class 27 contains 2140 members 
Mstep: Class 28 contains 17339 members 
Mstep: Class 29 contains 26051 members 
Mstep: Class 30 contains 3481 members 
Mstep: Class 31 contains 13795 members 
Mstep: Class 32 contains 7851 members 
Mstep: Class 33 contains 63525 members 
Mstep: Class 34 contains 26545 members 
Mstep: Class 35 contains 17296 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17729 members 
Mstep: Class 38 contains 1815 members 
Mstep: Class 39 contains 2444 members 
Mstep: Class 40 contains 594 members 
Mstep: Class 41 contains 15129 members 
Mstep: Class 42 contains 1469 members 
Mstep: Class 43 contains 9762 members 
Mstep: Class 44 contains 5104 members 
Mstep: Class 45 contains 14127 members 
Mstep: Class 46 contains 5236 members 
Mstep: Class 47 contains 170 members 
Entering Unmasked Estep 
Score: -115160280.000000 Penalty: 162191.109375
Splitting cluster 19 changes total score from -115161472.000000 to -115160280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (6025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Entering Unmasked Estep 
Score: -569915.500000 Penalty: 2158.510742
	Iteration 0F: 2 clusters Score -569915.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -564745.375000 Penalty: 4317.021484
	Iteration 0F: 3 clusters Score -564745.4 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -566265.000000 Penalty: 4317.021484
	Iteration 1F: 3 clusters Score -566265 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -566700.125000 Penalty: 4317.021484
	Iteration 2F: 3 clusters Score -566700.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -567077.937500 Penalty: 4317.021484
	Iteration 3F: 3 clusters Score -567077.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -567413.000000 Penalty: 4317.021484
	Iteration 4F: 3 clusters Score -567413 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -567684.500000 Penalty: 4317.021484
	Iteration 5F: 3 clusters Score -567684.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -567851.625000 Penalty: 4317.021484
	Iteration 6Q: 3 clusters Score -567851.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -567940.437500 Penalty: 4317.021484
	Iteration 7Q: 3 clusters Score -567940.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -567996.250000 Penalty: 4317.021484
	Iteration 8Q: 3 clusters Score -567996.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -568036.312500 Penalty: 4317.021484
	Iteration 9Q: 3 clusters Score -568036.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -568059.312500 Penalty: 4317.021484
	Iteration 10Q: 3 clusters Score -568059.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -568077.750000 Penalty: 4317.021484
	Iteration 11Q: 3 clusters Score -568077.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -568092.937500 Penalty: 4317.021484
	Iteration 12Q: 3 clusters Score -568092.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -568108.562500 Penalty: 4317.021484
	Iteration 13Q: 3 clusters Score -568108.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -568116.875000 Penalty: 4317.021484
	Iteration 14Q: 3 clusters Score -568116.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -568127.187500 Penalty: 4317.021484
	Iteration 15Q: 3 clusters Score -568127.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -568132.687500 Penalty: 4317.021484
	Iteration 16Q: 3 clusters Score -568132.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -568134.687500 Penalty: 4317.021484
	Iteration 17Q: 3 clusters Score -568134.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -568135.375000 Penalty: 4317.021484
	Iteration 18Q: 3 clusters Score -568135.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -568136.875000 Penalty: 4317.021484
	Iteration 19Q: 3 clusters Score -568136.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -568137.312500 Penalty: 4317.021484
	Iteration 20F: 3 clusters Score -568137.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -568139.125000 Penalty: 4317.021484
	Iteration 21Q: 3 clusters Score -568139.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -568138.375000 Penalty: 4317.021484
	Iteration 22Q: 3 clusters Score -568138.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -568138.437500 Penalty: 4317.021484
	Iteration 23Q: 3 clusters Score -568138.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -568138.500000 Penalty: 4317.021484
	Iteration 24Q: 3 clusters Score -568138.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -568138.500000 Penalty: 4317.021484
	Iteration 25F: 3 clusters Score -568138.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (39515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Entering Unmasked Estep 
Score: -4030894.750000 Penalty: 2624.939941
	Iteration 0F: 2 clusters Score -4030895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -4004115.500000 Penalty: 5249.879883
	Iteration 0F: 3 clusters Score -4004116 nChanged 18078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -4014162.000000 Penalty: 5249.879883
	Iteration 1F: 3 clusters Score -4014162 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -4014917.250000 Penalty: 5249.879883
	Iteration 2Q: 3 clusters Score -4014917 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -4015716.000000 Penalty: 5249.879883
	Iteration 3Q: 3 clusters Score -4015716 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -4016644.750000 Penalty: 5249.879883
	Iteration 4Q: 3 clusters Score -4016645 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -4017807.250000 Penalty: 5249.879883
	Iteration 5F: 3 clusters Score -4017807 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -4019099.250000 Penalty: 5249.879883
	Iteration 6F: 3 clusters Score -4019099 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -4020444.250000 Penalty: 5249.879883
	Iteration 7F: 3 clusters Score -4020444 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -4021685.250000 Penalty: 5249.879883
	Iteration 8F: 3 clusters Score -4021685 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -4022827.000000 Penalty: 5249.879883
	Iteration 9Q: 3 clusters Score -4022827 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -4023840.750000 Penalty: 5249.879883
	Iteration 10Q: 3 clusters Score -4023841 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -4024711.000000 Penalty: 5249.879883
	Iteration 11Q: 3 clusters Score -4024711 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -4025311.500000 Penalty: 5249.879883
	Iteration 12Q: 3 clusters Score -4025312 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -4025743.500000 Penalty: 5249.879883
	Iteration 13Q: 3 clusters Score -4025744 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -4026042.250000 Penalty: 5249.879883
	Iteration 14Q: 3 clusters Score -4026042 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29517 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -4026309.000000 Penalty: 5249.879883
	Iteration 15Q: 3 clusters Score -4026309 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -4026499.250000 Penalty: 5249.879883
	Iteration 16Q: 3 clusters Score -4026499 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30595 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -4026713.500000 Penalty: 5249.879883
	Iteration 17Q: 3 clusters Score -4026714 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -4026911.250000 Penalty: 5249.879883
	Iteration 18Q: 3 clusters Score -4026911 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31609 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -4027161.750000 Penalty: 5249.879883
	Iteration 19Q: 3 clusters Score -4027162 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -4027438.750000 Penalty: 5249.879883
	Iteration 20F: 3 clusters Score -4027439 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32653 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -4027706.500000 Penalty: 5249.879883
	Iteration 21Q: 3 clusters Score -4027706 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -4027965.500000 Penalty: 5249.879883
	Iteration 22Q: 3 clusters Score -4027966 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33565 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -4028194.750000 Penalty: 5249.879883
	Iteration 23Q: 3 clusters Score -4028195 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -4028430.250000 Penalty: 5249.879883
	Iteration 24Q: 3 clusters Score -4028430 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -4028582.250000 Penalty: 5249.879883
	Iteration 25Q: 3 clusters Score -4028582 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34625 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -4028741.750000 Penalty: 5249.879883
	Iteration 26Q: 3 clusters Score -4028742 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -4028864.500000 Penalty: 5249.879883
	Iteration 27Q: 3 clusters Score -4028864 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -4028961.500000 Penalty: 5249.879883
	Iteration 28Q: 3 clusters Score -4028962 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35411 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -4029035.750000 Penalty: 5249.879883
	Iteration 29Q: 3 clusters Score -4029036 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -4029099.000000 Penalty: 5249.879883
	Iteration 30Q: 3 clusters Score -4029099 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -4029147.000000 Penalty: 5249.879883
	Iteration 31Q: 3 clusters Score -4029147 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -4029189.750000 Penalty: 5249.879883
	Iteration 32Q: 3 clusters Score -4029190 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -4029223.750000 Penalty: 5249.879883
	Iteration 33Q: 3 clusters Score -4029224 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36119 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -4029251.500000 Penalty: 5249.879883
	Iteration 34Q: 3 clusters Score -4029252 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -4029285.000000 Penalty: 5249.879883
	Iteration 35Q: 3 clusters Score -4029285 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36314 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -4029297.250000 Penalty: 5249.879883
	Iteration 36Q: 3 clusters Score -4029297 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36390 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -4029324.750000 Penalty: 5249.879883
	Iteration 37Q: 3 clusters Score -4029325 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36454 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -4029349.000000 Penalty: 5249.879883
	Iteration 38Q: 3 clusters Score -4029349 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36508 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -4029359.750000 Penalty: 5249.879883
	Iteration 39Q: 3 clusters Score -4029360 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36555 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -4029374.250000 Penalty: 5249.879883
	Iteration 40F: 3 clusters Score -4029374 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36593 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -4029386.000000 Penalty: 5249.879883
	Iteration 41Q: 3 clusters Score -4029386 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -4029391.250000 Penalty: 5249.879883
	Iteration 42Q: 3 clusters Score -4029391 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36686 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -4029413.750000 Penalty: 5249.879883
	Iteration 43Q: 3 clusters Score -4029414 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -4029416.000000 Penalty: 5249.879883
	Iteration 44Q: 3 clusters Score -4029416 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -4029431.500000 Penalty: 5249.879883
	Iteration 45Q: 3 clusters Score -4029432 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -4029451.750000 Penalty: 5249.879883
	Iteration 46Q: 3 clusters Score -4029452 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -4029456.500000 Penalty: 5249.879883
	Iteration 47Q: 3 clusters Score -4029456 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36940 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -4029485.500000 Penalty: 5249.879883
	Iteration 48Q: 3 clusters Score -4029486 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -4029488.500000 Penalty: 5249.879883
	Iteration 49Q: 3 clusters Score -4029488 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37016 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -4029501.250000 Penalty: 5249.879883
	Iteration 50Q: 3 clusters Score -4029501 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -4029507.000000 Penalty: 5249.879883
	Iteration 51Q: 3 clusters Score -4029507 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37050 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -4029517.500000 Penalty: 5249.879883
	Iteration 52Q: 3 clusters Score -4029518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -4029519.500000 Penalty: 5249.879883
	Iteration 53Q: 3 clusters Score -4029520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -4029518.750000 Penalty: 5249.879883
	Iteration 54Q: 3 clusters Score -4029519 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -4029508.750000 Penalty: 5249.879883
	Iteration 55Q: 3 clusters Score -4029509 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37110 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -4029518.750000 Penalty: 5249.879883
	Iteration 56Q: 3 clusters Score -4029519 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -4029518.750000 Penalty: 5249.879883
	Iteration 57Q: 3 clusters Score -4029519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37141 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -4029521.000000 Penalty: 5249.879883
	Iteration 58Q: 3 clusters Score -4029521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -4029523.250000 Penalty: 5249.879883
	Iteration 59Q: 3 clusters Score -4029523 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37167 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -4029521.750000 Penalty: 5249.879883
	Iteration 60F: 3 clusters Score -4029522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -4029523.500000 Penalty: 5249.879883
	Iteration 61Q: 3 clusters Score -4029524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -4029537.000000 Penalty: 5249.879883
	Iteration 62Q: 3 clusters Score -4029537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37214 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -4029544.250000 Penalty: 5249.879883
	Iteration 63Q: 3 clusters Score -4029544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37232 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -4029539.500000 Penalty: 5249.879883
	Iteration 64Q: 3 clusters Score -4029540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37240 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -4029538.250000 Penalty: 5249.879883
	Iteration 65Q: 3 clusters Score -4029538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37244 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -4029535.750000 Penalty: 5249.879883
	Iteration 66Q: 3 clusters Score -4029536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -4029545.500000 Penalty: 5249.879883
	Iteration 67Q: 3 clusters Score -4029546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -4029541.250000 Penalty: 5249.879883
	Iteration 68Q: 3 clusters Score -4029541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37259 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -4029534.750000 Penalty: 5249.879883
	Iteration 69Q: 3 clusters Score -4029535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -4029543.750000 Penalty: 5249.879883
	Iteration 70Q: 3 clusters Score -4029544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -4029543.000000 Penalty: 5249.879883
	Iteration 71Q: 3 clusters Score -4029543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37266 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -4029539.750000 Penalty: 5249.879883
	Iteration 72Q: 3 clusters Score -4029540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -4029545.750000 Penalty: 5249.879883
	Iteration 73Q: 3 clusters Score -4029546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37269 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -4029541.000000 Penalty: 5249.879883
	Iteration 74Q: 3 clusters Score -4029541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -4029539.750000 Penalty: 5249.879883
	Iteration 75Q: 3 clusters Score -4029540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37271 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -4029538.250000 Penalty: 5249.879883
	Iteration 76Q: 3 clusters Score -4029538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37273 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -4029543.750000 Penalty: 5249.879883
	Iteration 77Q: 3 clusters Score -4029544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -4029534.500000 Penalty: 5249.879883
	Iteration 78Q: 3 clusters Score -4029534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -4029544.750000 Penalty: 5249.879883
	Iteration 79Q: 3 clusters Score -4029545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37285 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -4029543.500000 Penalty: 5249.879883
	Iteration 80F: 3 clusters Score -4029544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37286 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -4029544.250000 Penalty: 5249.879883
	Iteration 81Q: 3 clusters Score -4029544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37286 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -4029544.250000 Penalty: 5249.879883
	Iteration 82F: 3 clusters Score -4029544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Entering Unmasked Estep 
Score: -132630.296875 Penalty: 1791.377319
	Iteration 0F: 2 clusters Score -132630.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -130449.367188 Penalty: 3582.754639
	Iteration 0F: 3 clusters Score -130449.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -130795.648438 Penalty: 3582.754639
	Iteration 1F: 3 clusters Score -130795.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -130943.976562 Penalty: 3582.754639
	Iteration 2F: 3 clusters Score -130944 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -131049.609375 Penalty: 3582.754639
	Iteration 3Q: 3 clusters Score -131049.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -131157.296875 Penalty: 3582.754639
	Iteration 4Q: 3 clusters Score -131157.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -131267.718750 Penalty: 3582.754639
	Iteration 5Q: 3 clusters Score -131267.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -131393.484375 Penalty: 3582.754639
	Iteration 6Q: 3 clusters Score -131393.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -131536.750000 Penalty: 3582.754639
	Iteration 7F: 3 clusters Score -131536.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -131686.937500 Penalty: 3582.754639
	Iteration 8F: 3 clusters Score -131686.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -131816.796875 Penalty: 3582.754639
	Iteration 9Q: 3 clusters Score -131816.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -131918.468750 Penalty: 3582.754639
	Iteration 10Q: 3 clusters Score -131918.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -131998.968750 Penalty: 3582.754639
	Iteration 11Q: 3 clusters Score -131999 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -132053.453125 Penalty: 3582.754639
	Iteration 12Q: 3 clusters Score -132053.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -132105.812500 Penalty: 3582.754639
	Iteration 13Q: 3 clusters Score -132105.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -132148.984375 Penalty: 3582.754639
	Iteration 14Q: 3 clusters Score -132149 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -132176.296875 Penalty: 3582.754639
	Iteration 15Q: 3 clusters Score -132176.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -132206.906250 Penalty: 3582.754639
	Iteration 16Q: 3 clusters Score -132206.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -132230.687500 Penalty: 3582.754639
	Iteration 17Q: 3 clusters Score -132230.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -132254.171875 Penalty: 3582.754639
	Iteration 18Q: 3 clusters Score -132254.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -132277.937500 Penalty: 3582.754639
	Iteration 19Q: 3 clusters Score -132277.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -132289.968750 Penalty: 3582.754639
	Iteration 20F: 3 clusters Score -132290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -132307.312500 Penalty: 3582.754639
	Iteration 21Q: 3 clusters Score -132307.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -132329.015625 Penalty: 3582.754639
	Iteration 22Q: 3 clusters Score -132329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -132342.515625 Penalty: 3582.754639
	Iteration 23Q: 3 clusters Score -132342.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -132349.687500 Penalty: 3582.754639
	Iteration 24Q: 3 clusters Score -132349.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -132356.968750 Penalty: 3582.754639
	Iteration 25Q: 3 clusters Score -132357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -132358.187500 Penalty: 3582.754639
	Iteration 26Q: 3 clusters Score -132358.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -132358.187500 Penalty: 3582.754639
	Iteration 27F: 3 clusters Score -132358.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Entering Unmasked Estep 
Score: -333148.093750 Penalty: 1993.310791
	Iteration 0F: 2 clusters Score -333148.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -329828.125000 Penalty: 3986.621582
	Iteration 0F: 3 clusters Score -329828.1 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -330498.125000 Penalty: 3986.621582
	Iteration 1F: 3 clusters Score -330498.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -330644.187500 Penalty: 3986.621582
	Iteration 2F: 3 clusters Score -330644.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -330755.781250 Penalty: 3986.621582
	Iteration 3Q: 3 clusters Score -330755.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -330859.906250 Penalty: 3986.621582
	Iteration 4Q: 3 clusters Score -330859.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -330939.812500 Penalty: 3986.621582
	Iteration 5Q: 3 clusters Score -330939.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -331011.562500 Penalty: 3986.621582
	Iteration 6Q: 3 clusters Score -331011.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -331078.812500 Penalty: 3986.621582
	Iteration 7Q: 3 clusters Score -331078.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -331148.937500 Penalty: 3986.621582
	Iteration 8Q: 3 clusters Score -331148.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -331214.218750 Penalty: 3986.621582
	Iteration 9Q: 3 clusters Score -331214.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -331281.218750 Penalty: 3986.621582
	Iteration 10Q: 3 clusters Score -331281.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -331354.750000 Penalty: 3986.621582
	Iteration 11Q: 3 clusters Score -331354.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -331428.000000 Penalty: 3986.621582
	Iteration 12Q: 3 clusters Score -331428 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -331494.687500 Penalty: 3986.621582
	Iteration 13Q: 3 clusters Score -331494.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -331568.343750 Penalty: 3986.621582
	Iteration 14Q: 3 clusters Score -331568.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -331636.781250 Penalty: 3986.621582
	Iteration 15Q: 3 clusters Score -331636.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -331696.125000 Penalty: 3986.621582
	Iteration 16Q: 3 clusters Score -331696.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -331761.625000 Penalty: 3986.621582
	Iteration 17Q: 3 clusters Score -331761.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -331805.093750 Penalty: 3986.621582
	Iteration 18Q: 3 clusters Score -331805.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -331827.531250 Penalty: 3986.621582
	Iteration 19Q: 3 clusters Score -331827.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -331844.593750 Penalty: 3986.621582
	Iteration 20F: 3 clusters Score -331844.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -331860.125000 Penalty: 3986.621582
	Iteration 21Q: 3 clusters Score -331860.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -331866.875000 Penalty: 3986.621582
	Iteration 22Q: 3 clusters Score -331866.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -331872.250000 Penalty: 3986.621582
	Iteration 23Q: 3 clusters Score -331872.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -331874.656250 Penalty: 3986.621582
	Iteration 24Q: 3 clusters Score -331874.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -331879.031250 Penalty: 3986.621582
	Iteration 25Q: 3 clusters Score -331879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -331880.312500 Penalty: 3986.621582
	Iteration 26Q: 3 clusters Score -331880.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -331881.406250 Penalty: 3986.621582
	Iteration 27Q: 3 clusters Score -331881.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -331881.625000 Penalty: 3986.621582
	Iteration 28Q: 3 clusters Score -331881.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -331881.625000 Penalty: 3986.621582
	Iteration 29F: 3 clusters Score -331881.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Entering Unmasked Estep 
Score: -959054.687500 Penalty: 2251.643311
	Iteration 0F: 2 clusters Score -959054.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -952145.250000 Penalty: 4503.286621
	Iteration 0F: 3 clusters Score -952145.2 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -954094.437500 Penalty: 4503.286621
	Iteration 1F: 3 clusters Score -954094.4 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -954367.062500 Penalty: 4503.286621
	Iteration 2F: 3 clusters Score -954367.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -954540.000000 Penalty: 4503.286621
	Iteration 3Q: 3 clusters Score -954540 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -954680.000000 Penalty: 4503.286621
	Iteration 4Q: 3 clusters Score -954680 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -954779.437500 Penalty: 4503.286621
	Iteration 5Q: 3 clusters Score -954779.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -954855.562500 Penalty: 4503.286621
	Iteration 6Q: 3 clusters Score -954855.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -954936.687500 Penalty: 4503.286621
	Iteration 7Q: 3 clusters Score -954936.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -955005.437500 Penalty: 4503.286621
	Iteration 8Q: 3 clusters Score -955005.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -955089.812500 Penalty: 4503.286621
	Iteration 9Q: 3 clusters Score -955089.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -955176.875000 Penalty: 4503.286621
	Iteration 10Q: 3 clusters Score -955176.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -955266.937500 Penalty: 4503.286621
	Iteration 11Q: 3 clusters Score -955266.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -955369.375000 Penalty: 4503.286621
	Iteration 12Q: 3 clusters Score -955369.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -955489.187500 Penalty: 4503.286621
	Iteration 13Q: 3 clusters Score -955489.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -955623.500000 Penalty: 4503.286621
	Iteration 14Q: 3 clusters Score -955623.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -955788.875000 Penalty: 4503.286621
	Iteration 15Q: 3 clusters Score -955788.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -955977.437500 Penalty: 4503.286621
	Iteration 16Q: 3 clusters Score -955977.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -956163.125000 Penalty: 4503.286621
	Iteration 17Q: 3 clusters Score -956163.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -956328.625000 Penalty: 4503.286621
	Iteration 18Q: 3 clusters Score -956328.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -956514.875000 Penalty: 4503.286621
	Iteration 19Q: 3 clusters Score -956514.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -956667.625000 Penalty: 4503.286621
	Iteration 20F: 3 clusters Score -956667.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -956786.937500 Penalty: 4503.286621
	Iteration 21Q: 3 clusters Score -956786.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -956863.812500 Penalty: 4503.286621
	Iteration 22Q: 3 clusters Score -956863.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -956915.437500 Penalty: 4503.286621
	Iteration 23Q: 3 clusters Score -956915.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -956962.937500 Penalty: 4503.286621
	Iteration 24Q: 3 clusters Score -956962.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -957004.000000 Penalty: 4503.286621
	Iteration 25Q: 3 clusters Score -957004 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -957029.437500 Penalty: 4503.286621
	Iteration 26Q: 3 clusters Score -957029.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -957058.812500 Penalty: 4503.286621
	Iteration 27Q: 3 clusters Score -957058.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -957074.687500 Penalty: 4503.286621
	Iteration 28Q: 3 clusters Score -957074.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -957096.250000 Penalty: 4503.286621
	Iteration 29Q: 3 clusters Score -957096.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -957110.687500 Penalty: 4503.286621
	Iteration 30Q: 3 clusters Score -957110.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -957120.125000 Penalty: 4503.286621
	Iteration 31Q: 3 clusters Score -957120.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -957125.562500 Penalty: 4503.286621
	Iteration 32Q: 3 clusters Score -957125.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -957128.125000 Penalty: 4503.286621
	Iteration 33Q: 3 clusters Score -957128.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -957128.937500 Penalty: 4503.286621
	Iteration 34Q: 3 clusters Score -957128.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -957131.687500 Penalty: 4503.286621
	Iteration 35Q: 3 clusters Score -957131.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -957133.500000 Penalty: 4503.286621
	Iteration 36Q: 3 clusters Score -957133.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -957135.875000 Penalty: 4503.286621
	Iteration 37Q: 3 clusters Score -957135.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -957136.812500 Penalty: 4503.286621
	Iteration 38Q: 3 clusters Score -957136.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -957136.812500 Penalty: 4503.286621
	Iteration 39F: 3 clusters Score -957136.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Entering Unmasked Estep 
Score: -491942.500000 Penalty: 2098.024414
	Iteration 0F: 2 clusters Score -491942.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -487620.031250 Penalty: 4196.048828
	Iteration 0F: 3 clusters Score -487620 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -488782.062500 Penalty: 4196.048828
	Iteration 1F: 3 clusters Score -488782.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -489014.750000 Penalty: 4196.048828
	Iteration 2F: 3 clusters Score -489014.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -489209.187500 Penalty: 4196.048828
	Iteration 3F: 3 clusters Score -489209.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -489436.625000 Penalty: 4196.048828
	Iteration 4F: 3 clusters Score -489436.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -489683.437500 Penalty: 4196.048828
	Iteration 5F: 3 clusters Score -489683.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -489862.312500 Penalty: 4196.048828
	Iteration 6Q: 3 clusters Score -489862.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -490022.843750 Penalty: 4196.048828
	Iteration 7Q: 3 clusters Score -490022.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -490166.531250 Penalty: 4196.048828
	Iteration 8Q: 3 clusters Score -490166.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -490283.031250 Penalty: 4196.048828
	Iteration 9Q: 3 clusters Score -490283 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -490375.343750 Penalty: 4196.048828
	Iteration 10Q: 3 clusters Score -490375.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -490427.843750 Penalty: 4196.048828
	Iteration 11Q: 3 clusters Score -490427.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -490472.343750 Penalty: 4196.048828
	Iteration 12Q: 3 clusters Score -490472.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -490527.906250 Penalty: 4196.048828
	Iteration 13Q: 3 clusters Score -490527.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -490586.125000 Penalty: 4196.048828
	Iteration 14Q: 3 clusters Score -490586.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -490636.500000 Penalty: 4196.048828
	Iteration 15Q: 3 clusters Score -490636.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -490698.062500 Penalty: 4196.048828
	Iteration 16Q: 3 clusters Score -490698.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -490761.968750 Penalty: 4196.048828
	Iteration 17Q: 3 clusters Score -490762 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -490834.750000 Penalty: 4196.048828
	Iteration 18Q: 3 clusters Score -490834.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -490905.718750 Penalty: 4196.048828
	Iteration 19Q: 3 clusters Score -490905.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -490971.687500 Penalty: 4196.048828
	Iteration 20F: 3 clusters Score -490971.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -491045.875000 Penalty: 4196.048828
	Iteration 21Q: 3 clusters Score -491045.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -491134.937500 Penalty: 4196.048828
	Iteration 22Q: 3 clusters Score -491134.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -491214.906250 Penalty: 4196.048828
	Iteration 23Q: 3 clusters Score -491214.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -491262.906250 Penalty: 4196.048828
	Iteration 24Q: 3 clusters Score -491262.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -491296.812500 Penalty: 4196.048828
	Iteration 25Q: 3 clusters Score -491296.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -491320.625000 Penalty: 4196.048828
	Iteration 26Q: 3 clusters Score -491320.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -491344.031250 Penalty: 4196.048828
	Iteration 27Q: 3 clusters Score -491344 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -491360.750000 Penalty: 4196.048828
	Iteration 28Q: 3 clusters Score -491360.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -491367.625000 Penalty: 4196.048828
	Iteration 29Q: 3 clusters Score -491367.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -491375.968750 Penalty: 4196.048828
	Iteration 30Q: 3 clusters Score -491376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -491379.000000 Penalty: 4196.048828
	Iteration 31Q: 3 clusters Score -491379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -491384.406250 Penalty: 4196.048828
	Iteration 32Q: 3 clusters Score -491384.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -491387.500000 Penalty: 4196.048828
	Iteration 33Q: 3 clusters Score -491387.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -491389.093750 Penalty: 4196.048828
	Iteration 34Q: 3 clusters Score -491389.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -491390.031250 Penalty: 4196.048828
	Iteration 35Q: 3 clusters Score -491390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -491391.468750 Penalty: 4196.048828
	Iteration 36Q: 3 clusters Score -491391.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -491390.718750 Penalty: 4196.048828
	Iteration 37Q: 3 clusters Score -491390.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -491392.281250 Penalty: 4196.048828
	Iteration 38Q: 3 clusters Score -491392.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -491393.312500 Penalty: 4196.048828
	Iteration 39Q: 3 clusters Score -491393.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -491394.500000 Penalty: 4196.048828
	Iteration 40F: 3 clusters Score -491394.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Entering Unmasked Estep 
Score: -395659.812500 Penalty: 2044.464600
	Iteration 0F: 2 clusters Score -395659.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -391972.906250 Penalty: 4088.929199
	Iteration 0F: 3 clusters Score -391972.9 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -392803.156250 Penalty: 4088.929199
	Iteration 1F: 3 clusters Score -392803.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -393071.281250 Penalty: 4088.929199
	Iteration 2F: 3 clusters Score -393071.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -393300.906250 Penalty: 4088.929199
	Iteration 3F: 3 clusters Score -393300.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -393504.781250 Penalty: 4088.929199
	Iteration 4F: 3 clusters Score -393504.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -393705.781250 Penalty: 4088.929199
	Iteration 5F: 3 clusters Score -393705.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -393883.250000 Penalty: 4088.929199
	Iteration 6Q: 3 clusters Score -393883.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -394087.906250 Penalty: 4088.929199
	Iteration 7Q: 3 clusters Score -394087.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -394243.562500 Penalty: 4088.929199
	Iteration 8Q: 3 clusters Score -394243.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -394364.093750 Penalty: 4088.929199
	Iteration 9Q: 3 clusters Score -394364.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -394452.531250 Penalty: 4088.929199
	Iteration 10Q: 3 clusters Score -394452.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -394506.062500 Penalty: 4088.929199
	Iteration 11Q: 3 clusters Score -394506.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -394561.187500 Penalty: 4088.929199
	Iteration 12Q: 3 clusters Score -394561.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -394606.718750 Penalty: 4088.929199
	Iteration 13Q: 3 clusters Score -394606.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -394642.250000 Penalty: 4088.929199
	Iteration 14Q: 3 clusters Score -394642.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -394666.968750 Penalty: 4088.929199
	Iteration 15Q: 3 clusters Score -394667 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -394682.281250 Penalty: 4088.929199
	Iteration 16Q: 3 clusters Score -394682.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -394695.937500 Penalty: 4088.929199
	Iteration 17Q: 3 clusters Score -394695.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -394705.406250 Penalty: 4088.929199
	Iteration 18Q: 3 clusters Score -394705.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -394709.500000 Penalty: 4088.929199
	Iteration 19Q: 3 clusters Score -394709.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -394711.312500 Penalty: 4088.929199
	Iteration 20F: 3 clusters Score -394711.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -394712.750000 Penalty: 4088.929199
	Iteration 21Q: 3 clusters Score -394712.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -394713.156250 Penalty: 4088.929199
	Iteration 22Q: 3 clusters Score -394713.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -394714.093750 Penalty: 4088.929199
	Iteration 23Q: 3 clusters Score -394714.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -394715.843750 Penalty: 4088.929199
	Iteration 24Q: 3 clusters Score -394715.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -394717.187500 Penalty: 4088.929199
	Iteration 25Q: 3 clusters Score -394717.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -394717.187500 Penalty: 4088.929199
	Iteration 26F: 3 clusters Score -394717.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Entering Unmasked Estep 
Score: -236672.578125 Penalty: 1901.803101
	Iteration 0F: 2 clusters Score -236672.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -233976.265625 Penalty: 3803.606201
	Iteration 0F: 3 clusters Score -233976.3 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -234472.281250 Penalty: 3803.606201
	Iteration 1F: 3 clusters Score -234472.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -234605.437500 Penalty: 3803.606201
	Iteration 2F: 3 clusters Score -234605.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -234668.296875 Penalty: 3803.606201
	Iteration 3Q: 3 clusters Score -234668.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -234703.234375 Penalty: 3803.606201
	Iteration 4Q: 3 clusters Score -234703.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -234737.921875 Penalty: 3803.606201
	Iteration 5Q: 3 clusters Score -234737.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -234762.093750 Penalty: 3803.606201
	Iteration 6Q: 3 clusters Score -234762.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -234777.296875 Penalty: 3803.606201
	Iteration 7Q: 3 clusters Score -234777.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -234790.531250 Penalty: 3803.606201
	Iteration 8Q: 3 clusters Score -234790.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -234803.468750 Penalty: 3803.606201
	Iteration 9Q: 3 clusters Score -234803.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -234817.984375 Penalty: 3803.606201
	Iteration 10Q: 3 clusters Score -234818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -234831.171875 Penalty: 3803.606201
	Iteration 11Q: 3 clusters Score -234831.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -234836.281250 Penalty: 3803.606201
	Iteration 12Q: 3 clusters Score -234836.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -234839.500000 Penalty: 3803.606201
	Iteration 13Q: 3 clusters Score -234839.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -234840.578125 Penalty: 3803.606201
	Iteration 14Q: 3 clusters Score -234840.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -234843.312500 Penalty: 3803.606201
	Iteration 15Q: 3 clusters Score -234843.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -234845.625000 Penalty: 3803.606201
	Iteration 16Q: 3 clusters Score -234845.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -234847.234375 Penalty: 3803.606201
	Iteration 17Q: 3 clusters Score -234847.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -234849.187500 Penalty: 3803.606201
	Iteration 18Q: 3 clusters Score -234849.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -234850.750000 Penalty: 3803.606201
	Iteration 19Q: 3 clusters Score -234850.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -234851.531250 Penalty: 3803.606201
	Iteration 20F: 3 clusters Score -234851.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (17339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Entering Unmasked Estep 
Score: -1851580.625000 Penalty: 2420.656982
	Iteration 0F: 2 clusters Score -1851581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1839253.000000 Penalty: 4841.313965
	Iteration 0F: 3 clusters Score -1839253 nChanged 7509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1844140.375000 Penalty: 4841.313965
	Iteration 1F: 3 clusters Score -1844140 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1845542.125000 Penalty: 4841.313965
	Iteration 2F: 3 clusters Score -1845542 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1846747.500000 Penalty: 4841.313965
	Iteration 3F: 3 clusters Score -1846748 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1847671.875000 Penalty: 4841.313965
	Iteration 4F: 3 clusters Score -1847672 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1848265.625000 Penalty: 4841.313965
	Iteration 5F: 3 clusters Score -1848266 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1848715.875000 Penalty: 4841.313965
	Iteration 6Q: 3 clusters Score -1848716 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -1849094.250000 Penalty: 4841.313965
	Iteration 7Q: 3 clusters Score -1849094 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -1849359.750000 Penalty: 4841.313965
	Iteration 8Q: 3 clusters Score -1849360 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -1849604.625000 Penalty: 4841.313965
	Iteration 9Q: 3 clusters Score -1849605 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -1849830.125000 Penalty: 4841.313965
	Iteration 10Q: 3 clusters Score -1849830 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -1850025.875000 Penalty: 4841.313965
	Iteration 11Q: 3 clusters Score -1850026 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -1850184.500000 Penalty: 4841.313965
	Iteration 12Q: 3 clusters Score -1850184 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -1850346.625000 Penalty: 4841.313965
	Iteration 13Q: 3 clusters Score -1850347 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -1850462.625000 Penalty: 4841.313965
	Iteration 14Q: 3 clusters Score -1850463 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -1850548.875000 Penalty: 4841.313965
	Iteration 15Q: 3 clusters Score -1850549 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -1850608.500000 Penalty: 4841.313965
	Iteration 16Q: 3 clusters Score -1850608 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -1850664.000000 Penalty: 4841.313965
	Iteration 17Q: 3 clusters Score -1850664 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -1850694.250000 Penalty: 4841.313965
	Iteration 18Q: 3 clusters Score -1850694 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -1850711.375000 Penalty: 4841.313965
	Iteration 19Q: 3 clusters Score -1850711 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -1850723.250000 Penalty: 4841.313965
	Iteration 20F: 3 clusters Score -1850723 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -1850735.750000 Penalty: 4841.313965
	Iteration 21Q: 3 clusters Score -1850736 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -1850745.625000 Penalty: 4841.313965
	Iteration 22Q: 3 clusters Score -1850746 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -1850760.750000 Penalty: 4841.313965
	Iteration 23Q: 3 clusters Score -1850761 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -1850765.000000 Penalty: 4841.313965
	Iteration 24Q: 3 clusters Score -1850765 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -1850767.000000 Penalty: 4841.313965
	Iteration 25Q: 3 clusters Score -1850767 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -1850775.375000 Penalty: 4841.313965
	Iteration 26Q: 3 clusters Score -1850775 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -1850775.750000 Penalty: 4841.313965
	Iteration 27Q: 3 clusters Score -1850776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -1850782.125000 Penalty: 4841.313965
	Iteration 28Q: 3 clusters Score -1850782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -1850782.750000 Penalty: 4841.313965
	Iteration 29Q: 3 clusters Score -1850783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -1850788.000000 Penalty: 4841.313965
	Iteration 30Q: 3 clusters Score -1850788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -1850788.000000 Penalty: 4841.313965
	Iteration 31Q: 3 clusters Score -1850788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -1850789.750000 Penalty: 4841.313965
	Iteration 32Q: 3 clusters Score -1850790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -1850790.000000 Penalty: 4841.313965
	Iteration 33Q: 3 clusters Score -1850790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -1850792.500000 Penalty: 4841.313965
	Iteration 34Q: 3 clusters Score -1850792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -1850797.250000 Penalty: 4841.313965
	Iteration 35Q: 3 clusters Score -1850797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -1850800.625000 Penalty: 4841.313965
	Iteration 36Q: 3 clusters Score -1850801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -1850798.875000 Penalty: 4841.313965
	Iteration 37Q: 3 clusters Score -1850799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -1850796.750000 Penalty: 4841.313965
	Iteration 38Q: 3 clusters Score -1850797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -1850798.250000 Penalty: 4841.313965
	Iteration 39Q: 3 clusters Score -1850798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -1850799.625000 Penalty: 4841.313965
	Iteration 40F: 3 clusters Score -1850800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -1850802.375000 Penalty: 4841.313965
	Iteration 41Q: 3 clusters Score -1850802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -1850802.375000 Penalty: 4841.313965
	Iteration 42F: 3 clusters Score -1850802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (26051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Entering Unmasked Estep 
Score: -2715449.750000 Penalty: 2521.617188
	Iteration 0F: 2 clusters Score -2715450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -2697480.750000 Penalty: 5043.234375
	Iteration 0F: 3 clusters Score -2697481 nChanged 11626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -2703715.000000 Penalty: 5043.234375
	Iteration 1F: 3 clusters Score -2703715 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2704200.250000 Penalty: 5043.234375
	Iteration 2F: 3 clusters Score -2704200 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -2704680.500000 Penalty: 5043.234375
	Iteration 3Q: 3 clusters Score -2704680 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -2705201.250000 Penalty: 5043.234375
	Iteration 4Q: 3 clusters Score -2705201 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2705868.000000 Penalty: 5043.234375
	Iteration 5F: 3 clusters Score -2705868 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -2706675.000000 Penalty: 5043.234375
	Iteration 6F: 3 clusters Score -2706675 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -2707637.750000 Penalty: 5043.234375
	Iteration 7F: 3 clusters Score -2707638 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -2708737.500000 Penalty: 5043.234375
	Iteration 8F: 3 clusters Score -2708738 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -2709864.250000 Penalty: 5043.234375
	Iteration 9F: 3 clusters Score -2709864 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -2710805.500000 Penalty: 5043.234375
	Iteration 10Q: 3 clusters Score -2710806 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -2711525.750000 Penalty: 5043.234375
	Iteration 11Q: 3 clusters Score -2711526 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2712045.000000 Penalty: 5043.234375
	Iteration 12Q: 3 clusters Score -2712045 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2712388.000000 Penalty: 5043.234375
	Iteration 13Q: 3 clusters Score -2712388 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2712627.250000 Penalty: 5043.234375
	Iteration 14Q: 3 clusters Score -2712627 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2712782.750000 Penalty: 5043.234375
	Iteration 15Q: 3 clusters Score -2712783 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2712905.250000 Penalty: 5043.234375
	Iteration 16Q: 3 clusters Score -2712905 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2713025.250000 Penalty: 5043.234375
	Iteration 17Q: 3 clusters Score -2713025 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2713100.750000 Penalty: 5043.234375
	Iteration 18Q: 3 clusters Score -2713101 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2713156.750000 Penalty: 5043.234375
	Iteration 19Q: 3 clusters Score -2713157 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2713213.250000 Penalty: 5043.234375
	Iteration 20F: 3 clusters Score -2713213 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2713252.750000 Penalty: 5043.234375
	Iteration 21Q: 3 clusters Score -2713253 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2713281.750000 Penalty: 5043.234375
	Iteration 22Q: 3 clusters Score -2713282 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2713307.000000 Penalty: 5043.234375
	Iteration 23Q: 3 clusters Score -2713307 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2713313.000000 Penalty: 5043.234375
	Iteration 24Q: 3 clusters Score -2713313 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2713318.250000 Penalty: 5043.234375
	Iteration 25Q: 3 clusters Score -2713318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2713329.250000 Penalty: 5043.234375
	Iteration 26Q: 3 clusters Score -2713329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2713341.500000 Penalty: 5043.234375
	Iteration 27Q: 3 clusters Score -2713342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2713347.500000 Penalty: 5043.234375
	Iteration 28Q: 3 clusters Score -2713348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2713356.000000 Penalty: 5043.234375
	Iteration 29Q: 3 clusters Score -2713356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2713362.000000 Penalty: 5043.234375
	Iteration 30Q: 3 clusters Score -2713362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2713369.250000 Penalty: 5043.234375
	Iteration 31Q: 3 clusters Score -2713369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2713377.500000 Penalty: 5043.234375
	Iteration 32Q: 3 clusters Score -2713378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2713380.000000 Penalty: 5043.234375
	Iteration 33Q: 3 clusters Score -2713380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2713381.500000 Penalty: 5043.234375
	Iteration 34Q: 3 clusters Score -2713382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2713392.000000 Penalty: 5043.234375
	Iteration 35Q: 3 clusters Score -2713392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2713398.250000 Penalty: 5043.234375
	Iteration 36Q: 3 clusters Score -2713398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2713396.750000 Penalty: 5043.234375
	Iteration 37Q: 3 clusters Score -2713397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2713398.500000 Penalty: 5043.234375
	Iteration 38Q: 3 clusters Score -2713398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2713397.000000 Penalty: 5043.234375
	Iteration 39Q: 3 clusters Score -2713397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2713400.500000 Penalty: 5043.234375
	Iteration 40F: 3 clusters Score -2713400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Entering Unmasked Estep 
Score: -368336.531250 Penalty: 2022.458618
	Iteration 0F: 2 clusters Score -368336.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -364722.656250 Penalty: 4044.917236
	Iteration 0F: 3 clusters Score -364722.7 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -365492.750000 Penalty: 4044.917236
	Iteration 1F: 3 clusters Score -365492.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -365671.156250 Penalty: 4044.917236
	Iteration 2F: 3 clusters Score -365671.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -365776.062500 Penalty: 4044.917236
	Iteration 3Q: 3 clusters Score -365776.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -365840.250000 Penalty: 4044.917236
	Iteration 4Q: 3 clusters Score -365840.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -365911.156250 Penalty: 4044.917236
	Iteration 5Q: 3 clusters Score -365911.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -365974.437500 Penalty: 4044.917236
	Iteration 6Q: 3 clusters Score -365974.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -366046.906250 Penalty: 4044.917236
	Iteration 7Q: 3 clusters Score -366046.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -366114.593750 Penalty: 4044.917236
	Iteration 8Q: 3 clusters Score -366114.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -366169.625000 Penalty: 4044.917236
	Iteration 9Q: 3 clusters Score -366169.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -366205.750000 Penalty: 4044.917236
	Iteration 10Q: 3 clusters Score -366205.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -366242.718750 Penalty: 4044.917236
	Iteration 11Q: 3 clusters Score -366242.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -366273.812500 Penalty: 4044.917236
	Iteration 12Q: 3 clusters Score -366273.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -366307.343750 Penalty: 4044.917236
	Iteration 13Q: 3 clusters Score -366307.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -366337.343750 Penalty: 4044.917236
	Iteration 14Q: 3 clusters Score -366337.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -366365.937500 Penalty: 4044.917236
	Iteration 15Q: 3 clusters Score -366365.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -366385.375000 Penalty: 4044.917236
	Iteration 16Q: 3 clusters Score -366385.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -366397.875000 Penalty: 4044.917236
	Iteration 17Q: 3 clusters Score -366397.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -366406.218750 Penalty: 4044.917236
	Iteration 18Q: 3 clusters Score -366406.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -366415.625000 Penalty: 4044.917236
	Iteration 19Q: 3 clusters Score -366415.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -366422.343750 Penalty: 4044.917236
	Iteration 20F: 3 clusters Score -366422.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -366429.406250 Penalty: 4044.917236
	Iteration 21Q: 3 clusters Score -366429.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -366435.750000 Penalty: 4044.917236
	Iteration 22Q: 3 clusters Score -366435.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -366439.812500 Penalty: 4044.917236
	Iteration 23Q: 3 clusters Score -366439.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -366444.000000 Penalty: 4044.917236
	Iteration 24Q: 3 clusters Score -366444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -366446.750000 Penalty: 4044.917236
	Iteration 25Q: 3 clusters Score -366446.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -366449.187500 Penalty: 4044.917236
	Iteration 26Q: 3 clusters Score -366449.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -366453.093750 Penalty: 4044.917236
	Iteration 27Q: 3 clusters Score -366453.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -366456.343750 Penalty: 4044.917236
	Iteration 28Q: 3 clusters Score -366456.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -366457.687500 Penalty: 4044.917236
	Iteration 29Q: 3 clusters Score -366457.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -366458.406250 Penalty: 4044.917236
	Iteration 30Q: 3 clusters Score -366458.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -366458.250000 Penalty: 4044.917236
	Iteration 31Q: 3 clusters Score -366458.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -366459.500000 Penalty: 4044.917236
	Iteration 32Q: 3 clusters Score -366459.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -366460.437500 Penalty: 4044.917236
	Iteration 33Q: 3 clusters Score -366460.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -366460.375000 Penalty: 4044.917236
	Iteration 34Q: 3 clusters Score -366460.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -366460.375000 Penalty: 4044.917236
	Iteration 35F: 3 clusters Score -366460.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (13795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Entering Unmasked Estep 
Score: -1449066.000000 Penalty: 2363.951172
	Iteration 0F: 2 clusters Score -1449066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1438947.250000 Penalty: 4727.902344
	Iteration 0F: 3 clusters Score -1438947 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1442208.625000 Penalty: 4727.902344
	Iteration 1F: 3 clusters Score -1442209 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1442652.250000 Penalty: 4727.902344
	Iteration 2F: 3 clusters Score -1442652 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1443117.375000 Penalty: 4727.902344
	Iteration 3F: 3 clusters Score -1443117 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1443701.625000 Penalty: 4727.902344
	Iteration 4F: 3 clusters Score -1443702 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1444355.250000 Penalty: 4727.902344
	Iteration 5F: 3 clusters Score -1444355 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1444993.000000 Penalty: 4727.902344
	Iteration 6F: 3 clusters Score -1444993 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1445515.250000 Penalty: 4727.902344
	Iteration 7F: 3 clusters Score -1445515 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1445896.250000 Penalty: 4727.902344
	Iteration 8Q: 3 clusters Score -1445896 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1446187.250000 Penalty: 4727.902344
	Iteration 9Q: 3 clusters Score -1446187 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1446377.875000 Penalty: 4727.902344
	Iteration 10Q: 3 clusters Score -1446378 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1446504.875000 Penalty: 4727.902344
	Iteration 11Q: 3 clusters Score -1446505 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1446615.750000 Penalty: 4727.902344
	Iteration 12Q: 3 clusters Score -1446616 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1446694.750000 Penalty: 4727.902344
	Iteration 13Q: 3 clusters Score -1446695 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1446771.625000 Penalty: 4727.902344
	Iteration 14Q: 3 clusters Score -1446772 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1446827.250000 Penalty: 4727.902344
	Iteration 15Q: 3 clusters Score -1446827 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1446867.750000 Penalty: 4727.902344
	Iteration 16Q: 3 clusters Score -1446868 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1446906.000000 Penalty: 4727.902344
	Iteration 17Q: 3 clusters Score -1446906 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1446928.750000 Penalty: 4727.902344
	Iteration 18Q: 3 clusters Score -1446929 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1446948.125000 Penalty: 4727.902344
	Iteration 19Q: 3 clusters Score -1446948 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1446960.500000 Penalty: 4727.902344
	Iteration 20F: 3 clusters Score -1446960 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1446978.375000 Penalty: 4727.902344
	Iteration 21Q: 3 clusters Score -1446978 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1446990.375000 Penalty: 4727.902344
	Iteration 22Q: 3 clusters Score -1446990 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1447004.250000 Penalty: 4727.902344
	Iteration 23Q: 3 clusters Score -1447004 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1447019.250000 Penalty: 4727.902344
	Iteration 24Q: 3 clusters Score -1447019 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1447025.500000 Penalty: 4727.902344
	Iteration 25Q: 3 clusters Score -1447026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1447039.375000 Penalty: 4727.902344
	Iteration 26Q: 3 clusters Score -1447039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1447048.625000 Penalty: 4727.902344
	Iteration 27Q: 3 clusters Score -1447049 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1447058.000000 Penalty: 4727.902344
	Iteration 28Q: 3 clusters Score -1447058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1447070.625000 Penalty: 4727.902344
	Iteration 29Q: 3 clusters Score -1447071 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1447077.875000 Penalty: 4727.902344
	Iteration 30Q: 3 clusters Score -1447078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1447087.750000 Penalty: 4727.902344
	Iteration 31Q: 3 clusters Score -1447088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1447102.500000 Penalty: 4727.902344
	Iteration 32Q: 3 clusters Score -1447102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1447107.500000 Penalty: 4727.902344
	Iteration 33Q: 3 clusters Score -1447108 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1447121.250000 Penalty: 4727.902344
	Iteration 34Q: 3 clusters Score -1447121 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1447132.500000 Penalty: 4727.902344
	Iteration 35Q: 3 clusters Score -1447132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1447135.500000 Penalty: 4727.902344
	Iteration 36Q: 3 clusters Score -1447136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1447141.625000 Penalty: 4727.902344
	Iteration 37Q: 3 clusters Score -1447142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1447149.000000 Penalty: 4727.902344
	Iteration 38Q: 3 clusters Score -1447149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1447154.625000 Penalty: 4727.902344
	Iteration 39Q: 3 clusters Score -1447155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1447153.875000 Penalty: 4727.902344
	Iteration 40F: 3 clusters Score -1447154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1447157.125000 Penalty: 4727.902344
	Iteration 41Q: 3 clusters Score -1447157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1447154.750000 Penalty: 4727.902344
	Iteration 42Q: 3 clusters Score -1447155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1447154.750000 Penalty: 4727.902344
	Iteration 43F: 3 clusters Score -1447155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Entering Unmasked Estep 
Score: -830987.500000 Penalty: 2224.162354
	Iteration 0F: 2 clusters Score -830987.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -824657.625000 Penalty: 4448.324707
	Iteration 0F: 3 clusters Score -824657.6 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -826521.937500 Penalty: 4448.324707
	Iteration 1F: 3 clusters Score -826521.9 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -827030.312500 Penalty: 4448.324707
	Iteration 2F: 3 clusters Score -827030.3 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -827577.875000 Penalty: 4448.324707
	Iteration 3F: 3 clusters Score -827577.9 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -828197.625000 Penalty: 4448.324707
	Iteration 4F: 3 clusters Score -828197.6 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -828797.812500 Penalty: 4448.324707
	Iteration 5F: 3 clusters Score -828797.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -829321.437500 Penalty: 4448.324707
	Iteration 6F: 3 clusters Score -829321.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -829787.750000 Penalty: 4448.324707
	Iteration 7F: 3 clusters Score -829787.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -830149.437500 Penalty: 4448.324707
	Iteration 8Q: 3 clusters Score -830149.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -830419.750000 Penalty: 4448.324707
	Iteration 9Q: 3 clusters Score -830419.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -830608.687500 Penalty: 4448.324707
	Iteration 10Q: 3 clusters Score -830608.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -830703.437500 Penalty: 4448.324707
	Iteration 11Q: 3 clusters Score -830703.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -830745.250000 Penalty: 4448.324707
	Iteration 12Q: 3 clusters Score -830745.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -830774.687500 Penalty: 4448.324707
	Iteration 13Q: 3 clusters Score -830774.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -830798.375000 Penalty: 4448.324707
	Iteration 14Q: 3 clusters Score -830798.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -830820.625000 Penalty: 4448.324707
	Iteration 15Q: 3 clusters Score -830820.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -830839.125000 Penalty: 4448.324707
	Iteration 16Q: 3 clusters Score -830839.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -830852.312500 Penalty: 4448.324707
	Iteration 17Q: 3 clusters Score -830852.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -830870.625000 Penalty: 4448.324707
	Iteration 18Q: 3 clusters Score -830870.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -830887.375000 Penalty: 4448.324707
	Iteration 19Q: 3 clusters Score -830887.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -830904.687500 Penalty: 4448.324707
	Iteration 20F: 3 clusters Score -830904.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -830916.250000 Penalty: 4448.324707
	Iteration 21Q: 3 clusters Score -830916.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -830934.750000 Penalty: 4448.324707
	Iteration 22Q: 3 clusters Score -830934.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -830962.750000 Penalty: 4448.324707
	Iteration 23Q: 3 clusters Score -830962.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -830988.000000 Penalty: 4448.324707
	Iteration 24Q: 3 clusters Score -830988 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -831031.000000 Penalty: 4448.324707
	Iteration 25Q: 3 clusters Score -831031 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -831100.875000 Penalty: 4448.324707
	Iteration 26Q: 3 clusters Score -831100.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -831161.312500 Penalty: 4448.324707
	Iteration 27Q: 3 clusters Score -831161.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -831194.000000 Penalty: 4448.324707
	Iteration 28Q: 3 clusters Score -831194 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -831213.187500 Penalty: 4448.324707
	Iteration 29Q: 3 clusters Score -831213.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -831223.500000 Penalty: 4448.324707
	Iteration 30Q: 3 clusters Score -831223.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -831233.562500 Penalty: 4448.324707
	Iteration 31Q: 3 clusters Score -831233.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -831239.812500 Penalty: 4448.324707
	Iteration 32Q: 3 clusters Score -831239.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -831246.750000 Penalty: 4448.324707
	Iteration 33Q: 3 clusters Score -831246.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -831253.062500 Penalty: 4448.324707
	Iteration 34Q: 3 clusters Score -831253.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -831258.812500 Penalty: 4448.324707
	Iteration 35Q: 3 clusters Score -831258.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -831260.562500 Penalty: 4448.324707
	Iteration 36Q: 3 clusters Score -831260.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -831260.625000 Penalty: 4448.324707
	Iteration 37Q: 3 clusters Score -831260.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -831265.312500 Penalty: 4448.324707
	Iteration 38Q: 3 clusters Score -831265.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -831266.562500 Penalty: 4448.324707
	Iteration 39Q: 3 clusters Score -831266.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -831271.375000 Penalty: 4448.324707
	Iteration 40F: 3 clusters Score -831271.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -831277.000000 Penalty: 4448.324707
	Iteration 41Q: 3 clusters Score -831277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -831283.125000 Penalty: 4448.324707
	Iteration 42Q: 3 clusters Score -831283.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -831287.250000 Penalty: 4448.324707
	Iteration 43Q: 3 clusters Score -831287.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -831288.250000 Penalty: 4448.324707
	Iteration 44Q: 3 clusters Score -831288.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -831290.500000 Penalty: 4448.324707
	Iteration 45Q: 3 clusters Score -831290.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -831290.187500 Penalty: 4448.324707
	Iteration 46Q: 3 clusters Score -831290.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -831293.062500 Penalty: 4448.324707
	Iteration 47Q: 3 clusters Score -831293.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -831294.250000 Penalty: 4448.324707
	Iteration 48Q: 3 clusters Score -831294.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -831298.062500 Penalty: 4448.324707
	Iteration 49Q: 3 clusters Score -831298.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -831298.875000 Penalty: 4448.324707
	Iteration 50Q: 3 clusters Score -831298.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -831300.312500 Penalty: 4448.324707
	Iteration 51Q: 3 clusters Score -831300.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -831302.562500 Penalty: 4448.324707
	Iteration 52Q: 3 clusters Score -831302.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -831301.750000 Penalty: 4448.324707
	Iteration 53Q: 3 clusters Score -831301.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -831301.750000 Penalty: 4448.324707
	Iteration 54F: 3 clusters Score -831301.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 161342 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 15005 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 18787 members 
Mstep: Class 6 contains 72560 members 
Mstep: Class 7 contains 8465 members 
Mstep: Class 8 contains 1399 members 
Mstep: Class 9 contains 181601 members 
Mstep: Class 10 contains 12662 members 
Mstep: Class 11 contains 53086 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6111 members 
Mstep: Class 14 contains 62310 members 
Mstep: Class 15 contains 12981 members 
Mstep: Class 16 contains 40680 members 
Mstep: Class 17 contains 26448 members 
Mstep: Class 18 contains 101883 members 
Mstep: Class 19 contains 2554 members 
Mstep: Class 20 contains 6025 members 
Mstep: Class 21 contains 39515 members 
Mstep: Class 22 contains 1371 members 
Mstep: Class 23 contains 3095 members 
Mstep: Class 24 contains 8771 members 
Mstep: Class 25 contains 4721 members 
Mstep: Class 26 contains 3804 members 
Mstep: Class 27 contains 2140 members 
Mstep: Class 28 contains 17339 members 
Mstep: Class 29 contains 26051 members 
Mstep: Class 30 contains 3481 members 
Mstep: Class 31 contains 13795 members 
Mstep: Class 32 contains 5407 members 
Mstep: Class 33 contains 63525 members 
Mstep: Class 34 contains 26545 members 
Mstep: Class 35 contains 17296 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17729 members 
Mstep: Class 38 contains 1815 members 
Mstep: Class 39 contains 2444 members 
Mstep: Class 40 contains 594 members 
Mstep: Class 41 contains 15129 members 
Mstep: Class 42 contains 1469 members 
Mstep: Class 43 contains 9762 members 
Mstep: Class 44 contains 5104 members 
Mstep: Class 45 contains 14127 members 
Mstep: Class 46 contains 5236 members 
Mstep: Class 47 contains 2444 members 
Entering Unmasked Estep 
Score: -115160864.000000 Penalty: 162191.109375
Splitting cluster 32 changes total score from -115161472.000000 to -115160864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (63525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63525 members 
Entering Unmasked Estep 
Score: -6840915.000000 Penalty: 2742.678711
	Iteration 0F: 2 clusters Score -6840915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -6798379.500000 Penalty: 5485.357422
	Iteration 0F: 3 clusters Score -6798380 nChanged 29588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -6815054.000000 Penalty: 5485.357422
	Iteration 1F: 3 clusters Score -6815054 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 32081 members 
Entering Unmasked Estep 
Score: -6816056.000000 Penalty: 5485.357422
	Iteration 2Q: 3 clusters Score -6816056 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 32690 members 
Entering Unmasked Estep 
Score: -6817170.500000 Penalty: 5485.357422
	Iteration 3Q: 3 clusters Score -6817170 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29912 members 
Mstep: Class 2 contains 33613 members 
Entering Unmasked Estep 
Score: -6818546.000000 Penalty: 5485.357422
	Iteration 4F: 3 clusters Score -6818546 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 34847 members 
Entering Unmasked Estep 
Score: -6820167.500000 Penalty: 5485.357422
	Iteration 5F: 3 clusters Score -6820168 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -6821782.500000 Penalty: 5485.357422
	Iteration 6F: 3 clusters Score -6821782 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 37509 members 
Entering Unmasked Estep 
Score: -6823228.500000 Penalty: 5485.357422
	Iteration 7F: 3 clusters Score -6823228 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 38636 members 
Entering Unmasked Estep 
Score: -6824341.000000 Penalty: 5485.357422
	Iteration 8Q: 3 clusters Score -6824341 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 39634 members 
Entering Unmasked Estep 
Score: -6825119.000000 Penalty: 5485.357422
	Iteration 9Q: 3 clusters Score -6825119 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -6825827.500000 Penalty: 5485.357422
	Iteration 10Q: 3 clusters Score -6825828 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 41661 members 
Entering Unmasked Estep 
Score: -6826335.500000 Penalty: 5485.357422
	Iteration 11Q: 3 clusters Score -6826336 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 42709 members 
Entering Unmasked Estep 
Score: -6826839.500000 Penalty: 5485.357422
	Iteration 12Q: 3 clusters Score -6826840 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 43847 members 
Entering Unmasked Estep 
Score: -6827260.500000 Penalty: 5485.357422
	Iteration 13Q: 3 clusters Score -6827260 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 45106 members 
Entering Unmasked Estep 
Score: -6827675.500000 Penalty: 5485.357422
	Iteration 14Q: 3 clusters Score -6827676 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 46505 members 
Entering Unmasked Estep 
Score: -6828165.000000 Penalty: 5485.357422
	Iteration 15Q: 3 clusters Score -6828165 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 48137 members 
Entering Unmasked Estep 
Score: -6828777.000000 Penalty: 5485.357422
	Iteration 16Q: 3 clusters Score -6828777 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 50064 members 
Entering Unmasked Estep 
Score: -6829700.500000 Penalty: 5485.357422
	Iteration 17Q: 3 clusters Score -6829700 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 52205 members 
Entering Unmasked Estep 
Score: -6830831.000000 Penalty: 5485.357422
	Iteration 18Q: 3 clusters Score -6830831 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 54515 members 
Entering Unmasked Estep 
Score: -6832241.000000 Penalty: 5485.357422
	Iteration 19Q: 3 clusters Score -6832241 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 56870 members 
Entering Unmasked Estep 
Score: -6833856.500000 Penalty: 5485.357422
	Iteration 20F: 3 clusters Score -6833856 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 58930 members 
Entering Unmasked Estep 
Score: -6835403.500000 Penalty: 5485.357422
	Iteration 21Q: 3 clusters Score -6835404 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 60545 members 
Entering Unmasked Estep 
Score: -6836681.000000 Penalty: 5485.357422
	Iteration 22Q: 3 clusters Score -6836681 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 61573 members 
Entering Unmasked Estep 
Score: -6837472.000000 Penalty: 5485.357422
	Iteration 23Q: 3 clusters Score -6837472 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 62196 members 
Entering Unmasked Estep 
Score: -6837972.500000 Penalty: 5485.357422
	Iteration 24Q: 3 clusters Score -6837972 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 62522 members 
Entering Unmasked Estep 
Score: -6838203.500000 Penalty: 5485.357422
	Iteration 25Q: 3 clusters Score -6838204 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 62701 members 
Entering Unmasked Estep 
Score: -6838328.000000 Penalty: 5485.357422
	Iteration 26Q: 3 clusters Score -6838328 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 62807 members 
Entering Unmasked Estep 
Score: -6838416.000000 Penalty: 5485.357422
	Iteration 27Q: 3 clusters Score -6838416 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 62870 members 
Entering Unmasked Estep 
Score: -6838480.000000 Penalty: 5485.357422
	Iteration 28Q: 3 clusters Score -6838480 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 62917 members 
Entering Unmasked Estep 
Score: -6838539.500000 Penalty: 5485.357422
	Iteration 29Q: 3 clusters Score -6838540 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 62946 members 
Entering Unmasked Estep 
Score: -6838592.000000 Penalty: 5485.357422
	Iteration 30Q: 3 clusters Score -6838592 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 62967 members 
Entering Unmasked Estep 
Score: -6838617.000000 Penalty: 5485.357422
	Iteration 31Q: 3 clusters Score -6838617 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 62980 members 
Entering Unmasked Estep 
Score: -6838629.000000 Penalty: 5485.357422
	Iteration 32Q: 3 clusters Score -6838629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 62985 members 
Entering Unmasked Estep 
Score: -6838628.500000 Penalty: 5485.357422
	Iteration 33Q: 3 clusters Score -6838628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 62993 members 
Entering Unmasked Estep 
Score: -6838650.500000 Penalty: 5485.357422
	Iteration 34Q: 3 clusters Score -6838650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 62996 members 
Entering Unmasked Estep 
Score: -6838644.000000 Penalty: 5485.357422
	Iteration 35Q: 3 clusters Score -6838644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 63001 members 
Entering Unmasked Estep 
Score: -6838651.000000 Penalty: 5485.357422
	Iteration 36Q: 3 clusters Score -6838651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 63001 members 
Entering Unmasked Estep 
Score: -6838652.500000 Penalty: 5485.357422
	Iteration 37Q: 3 clusters Score -6838652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 63002 members 
Entering Unmasked Estep 
Score: -6838659.000000 Penalty: 5485.357422
	Iteration 38Q: 3 clusters Score -6838659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 63002 members 
Entering Unmasked Estep 
Score: -6838656.000000 Penalty: 5485.357422
	Iteration 39Q: 3 clusters Score -6838656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 63002 members 
Entering Unmasked Estep 
Score: -6838656.000000 Penalty: 5485.357422
	Iteration 40F: 3 clusters Score -6838656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (26545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Entering Unmasked Estep 
Score: -2850960.250000 Penalty: 2526.276123
	Iteration 0F: 2 clusters Score -2850960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -2832763.000000 Penalty: 5052.552246
	Iteration 0F: 3 clusters Score -2832763 nChanged 11821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -2839267.500000 Penalty: 5052.552246
	Iteration 1F: 3 clusters Score -2839268 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -2839817.750000 Penalty: 5052.552246
	Iteration 2F: 3 clusters Score -2839818 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -2840343.000000 Penalty: 5052.552246
	Iteration 3Q: 3 clusters Score -2840343 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -2840966.500000 Penalty: 5052.552246
	Iteration 4Q: 3 clusters Score -2840966 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -2841670.250000 Penalty: 5052.552246
	Iteration 5Q: 3 clusters Score -2841670 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2842438.250000 Penalty: 5052.552246
	Iteration 6F: 3 clusters Score -2842438 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -2843131.500000 Penalty: 5052.552246
	Iteration 7F: 3 clusters Score -2843132 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -2843735.500000 Penalty: 5052.552246
	Iteration 8Q: 3 clusters Score -2843736 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -2844209.000000 Penalty: 5052.552246
	Iteration 9Q: 3 clusters Score -2844209 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -2844591.500000 Penalty: 5052.552246
	Iteration 10Q: 3 clusters Score -2844592 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -2844953.250000 Penalty: 5052.552246
	Iteration 11Q: 3 clusters Score -2844953 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -2845382.000000 Penalty: 5052.552246
	Iteration 12Q: 3 clusters Score -2845382 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -2845842.750000 Penalty: 5052.552246
	Iteration 13Q: 3 clusters Score -2845843 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -2846342.250000 Penalty: 5052.552246
	Iteration 14Q: 3 clusters Score -2846342 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -2846802.000000 Penalty: 5052.552246
	Iteration 15Q: 3 clusters Score -2846802 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -2847152.750000 Penalty: 5052.552246
	Iteration 16Q: 3 clusters Score -2847153 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -2847384.750000 Penalty: 5052.552246
	Iteration 17Q: 3 clusters Score -2847385 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -2847564.250000 Penalty: 5052.552246
	Iteration 18Q: 3 clusters Score -2847564 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -2847729.000000 Penalty: 5052.552246
	Iteration 19Q: 3 clusters Score -2847729 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -2847867.750000 Penalty: 5052.552246
	Iteration 20F: 3 clusters Score -2847868 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -2848022.250000 Penalty: 5052.552246
	Iteration 21Q: 3 clusters Score -2848022 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -2848138.500000 Penalty: 5052.552246
	Iteration 22Q: 3 clusters Score -2848138 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -2848262.250000 Penalty: 5052.552246
	Iteration 23Q: 3 clusters Score -2848262 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -2848362.500000 Penalty: 5052.552246
	Iteration 24Q: 3 clusters Score -2848362 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -2848425.500000 Penalty: 5052.552246
	Iteration 25Q: 3 clusters Score -2848426 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -2848486.750000 Penalty: 5052.552246
	Iteration 26Q: 3 clusters Score -2848487 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -2848543.500000 Penalty: 5052.552246
	Iteration 27Q: 3 clusters Score -2848544 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -2848577.250000 Penalty: 5052.552246
	Iteration 28Q: 3 clusters Score -2848577 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -2848603.000000 Penalty: 5052.552246
	Iteration 29Q: 3 clusters Score -2848603 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -2848631.750000 Penalty: 5052.552246
	Iteration 30Q: 3 clusters Score -2848632 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -2848661.250000 Penalty: 5052.552246
	Iteration 31Q: 3 clusters Score -2848661 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -2848669.500000 Penalty: 5052.552246
	Iteration 32Q: 3 clusters Score -2848670 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -2848688.500000 Penalty: 5052.552246
	Iteration 33Q: 3 clusters Score -2848688 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -2848701.750000 Penalty: 5052.552246
	Iteration 34Q: 3 clusters Score -2848702 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -2848720.750000 Penalty: 5052.552246
	Iteration 35Q: 3 clusters Score -2848721 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -2848732.000000 Penalty: 5052.552246
	Iteration 36Q: 3 clusters Score -2848732 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -2848755.000000 Penalty: 5052.552246
	Iteration 37Q: 3 clusters Score -2848755 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -2848774.250000 Penalty: 5052.552246
	Iteration 38Q: 3 clusters Score -2848774 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -2848789.500000 Penalty: 5052.552246
	Iteration 39Q: 3 clusters Score -2848790 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -2848798.500000 Penalty: 5052.552246
	Iteration 40F: 3 clusters Score -2848798 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -2848810.500000 Penalty: 5052.552246
	Iteration 41Q: 3 clusters Score -2848810 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -2848827.000000 Penalty: 5052.552246
	Iteration 42Q: 3 clusters Score -2848827 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -2848830.750000 Penalty: 5052.552246
	Iteration 43Q: 3 clusters Score -2848831 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -2848831.000000 Penalty: 5052.552246
	Iteration 44Q: 3 clusters Score -2848831 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -2848846.500000 Penalty: 5052.552246
	Iteration 45Q: 3 clusters Score -2848846 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -2848849.500000 Penalty: 5052.552246
	Iteration 46Q: 3 clusters Score -2848850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -2848856.000000 Penalty: 5052.552246
	Iteration 47Q: 3 clusters Score -2848856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -2848861.250000 Penalty: 5052.552246
	Iteration 48Q: 3 clusters Score -2848861 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -2848862.000000 Penalty: 5052.552246
	Iteration 49Q: 3 clusters Score -2848862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -2848865.750000 Penalty: 5052.552246
	Iteration 50Q: 3 clusters Score -2848866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -2848867.000000 Penalty: 5052.552246
	Iteration 51Q: 3 clusters Score -2848867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -2848871.000000 Penalty: 5052.552246
	Iteration 52Q: 3 clusters Score -2848871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -2848872.250000 Penalty: 5052.552246
	Iteration 53Q: 3 clusters Score -2848872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -2848871.750000 Penalty: 5052.552246
	Iteration 54Q: 3 clusters Score -2848872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -2848874.000000 Penalty: 5052.552246
	Iteration 55Q: 3 clusters Score -2848874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -2848877.250000 Penalty: 5052.552246
	Iteration 56Q: 3 clusters Score -2848877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -2848876.750000 Penalty: 5052.552246
	Iteration 57Q: 3 clusters Score -2848877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -2848876.250000 Penalty: 5052.552246
	Iteration 58Q: 3 clusters Score -2848876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -2848878.750000 Penalty: 5052.552246
	Iteration 59Q: 3 clusters Score -2848879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -2848876.000000 Penalty: 5052.552246
	Iteration 60F: 3 clusters Score -2848876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -2848887.750000 Penalty: 5052.552246
	Iteration 61Q: 3 clusters Score -2848888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -2848885.000000 Penalty: 5052.552246
	Iteration 62Q: 3 clusters Score -2848885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -2848885.250000 Penalty: 5052.552246
	Iteration 63Q: 3 clusters Score -2848885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -2848885.750000 Penalty: 5052.552246
	Iteration 64Q: 3 clusters Score -2848886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -2848884.250000 Penalty: 5052.552246
	Iteration 65Q: 3 clusters Score -2848884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -2848883.750000 Penalty: 5052.552246
	Iteration 66Q: 3 clusters Score -2848884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -2848886.500000 Penalty: 5052.552246
	Iteration 67Q: 3 clusters Score -2848886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -2848886.750000 Penalty: 5052.552246
	Iteration 68Q: 3 clusters Score -2848887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -2848886.750000 Penalty: 5052.552246
	Iteration 69F: 3 clusters Score -2848887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (17296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Entering Unmasked Estep 
Score: -1623347.250000 Penalty: 2420.041016
	Iteration 0F: 2 clusters Score -1623347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1611108.625000 Penalty: 4840.082031
	Iteration 0F: 3 clusters Score -1611109 nChanged 7469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1615129.375000 Penalty: 4840.082031
	Iteration 1F: 3 clusters Score -1615129 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1615750.500000 Penalty: 4840.082031
	Iteration 2F: 3 clusters Score -1615750 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1616338.750000 Penalty: 4840.082031
	Iteration 3F: 3 clusters Score -1616339 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1616933.625000 Penalty: 4840.082031
	Iteration 4F: 3 clusters Score -1616934 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1617479.625000 Penalty: 4840.082031
	Iteration 5F: 3 clusters Score -1617480 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1618000.875000 Penalty: 4840.082031
	Iteration 6F: 3 clusters Score -1618001 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1618439.500000 Penalty: 4840.082031
	Iteration 7Q: 3 clusters Score -1618440 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1618815.125000 Penalty: 4840.082031
	Iteration 8Q: 3 clusters Score -1618815 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1619140.750000 Penalty: 4840.082031
	Iteration 9Q: 3 clusters Score -1619141 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1619433.625000 Penalty: 4840.082031
	Iteration 10Q: 3 clusters Score -1619434 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1619648.875000 Penalty: 4840.082031
	Iteration 11Q: 3 clusters Score -1619649 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1619848.250000 Penalty: 4840.082031
	Iteration 12Q: 3 clusters Score -1619848 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1620025.875000 Penalty: 4840.082031
	Iteration 13Q: 3 clusters Score -1620026 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1620159.875000 Penalty: 4840.082031
	Iteration 14Q: 3 clusters Score -1620160 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1620263.375000 Penalty: 4840.082031
	Iteration 15Q: 3 clusters Score -1620263 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1620338.500000 Penalty: 4840.082031
	Iteration 16Q: 3 clusters Score -1620338 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1620397.375000 Penalty: 4840.082031
	Iteration 17Q: 3 clusters Score -1620397 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1620462.125000 Penalty: 4840.082031
	Iteration 18Q: 3 clusters Score -1620462 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1620517.750000 Penalty: 4840.082031
	Iteration 19Q: 3 clusters Score -1620518 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -1620569.125000 Penalty: 4840.082031
	Iteration 20F: 3 clusters Score -1620569 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -1620618.000000 Penalty: 4840.082031
	Iteration 21Q: 3 clusters Score -1620618 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1620669.625000 Penalty: 4840.082031
	Iteration 22Q: 3 clusters Score -1620670 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -1620718.625000 Penalty: 4840.082031
	Iteration 23Q: 3 clusters Score -1620719 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -1620749.625000 Penalty: 4840.082031
	Iteration 24Q: 3 clusters Score -1620750 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -1620784.625000 Penalty: 4840.082031
	Iteration 25Q: 3 clusters Score -1620785 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1620813.500000 Penalty: 4840.082031
	Iteration 26Q: 3 clusters Score -1620814 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1620844.750000 Penalty: 4840.082031
	Iteration 27Q: 3 clusters Score -1620845 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -1620871.250000 Penalty: 4840.082031
	Iteration 28Q: 3 clusters Score -1620871 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -1620887.000000 Penalty: 4840.082031
	Iteration 29Q: 3 clusters Score -1620887 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -1620907.000000 Penalty: 4840.082031
	Iteration 30Q: 3 clusters Score -1620907 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1620922.500000 Penalty: 4840.082031
	Iteration 31Q: 3 clusters Score -1620922 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -1620931.625000 Penalty: 4840.082031
	Iteration 32Q: 3 clusters Score -1620932 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -1620954.625000 Penalty: 4840.082031
	Iteration 33Q: 3 clusters Score -1620955 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -1620964.000000 Penalty: 4840.082031
	Iteration 34Q: 3 clusters Score -1620964 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -1620981.375000 Penalty: 4840.082031
	Iteration 35Q: 3 clusters Score -1620981 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -1620996.750000 Penalty: 4840.082031
	Iteration 36Q: 3 clusters Score -1620997 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -1621003.500000 Penalty: 4840.082031
	Iteration 37Q: 3 clusters Score -1621004 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -1621016.500000 Penalty: 4840.082031
	Iteration 38Q: 3 clusters Score -1621016 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -1621020.500000 Penalty: 4840.082031
	Iteration 39Q: 3 clusters Score -1621020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -1621026.500000 Penalty: 4840.082031
	Iteration 40F: 3 clusters Score -1621026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -1621028.125000 Penalty: 4840.082031
	Iteration 41Q: 3 clusters Score -1621028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -1621029.000000 Penalty: 4840.082031
	Iteration 42Q: 3 clusters Score -1621029 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -1621031.500000 Penalty: 4840.082031
	Iteration 43Q: 3 clusters Score -1621032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -1621035.500000 Penalty: 4840.082031
	Iteration 44Q: 3 clusters Score -1621036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -1621045.250000 Penalty: 4840.082031
	Iteration 45Q: 3 clusters Score -1621045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -1621044.000000 Penalty: 4840.082031
	Iteration 46Q: 3 clusters Score -1621044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -1621045.500000 Penalty: 4840.082031
	Iteration 47Q: 3 clusters Score -1621046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1621047.125000 Penalty: 4840.082031
	Iteration 48Q: 3 clusters Score -1621047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -1621054.375000 Penalty: 4840.082031
	Iteration 49Q: 3 clusters Score -1621054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -1621055.250000 Penalty: 4840.082031
	Iteration 50Q: 3 clusters Score -1621055 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -1621060.250000 Penalty: 4840.082031
	Iteration 51Q: 3 clusters Score -1621060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -1621068.750000 Penalty: 4840.082031
	Iteration 52Q: 3 clusters Score -1621069 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -1621065.875000 Penalty: 4840.082031
	Iteration 53Q: 3 clusters Score -1621066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -1621070.000000 Penalty: 4840.082031
	Iteration 54Q: 3 clusters Score -1621070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -1621068.750000 Penalty: 4840.082031
	Iteration 55Q: 3 clusters Score -1621069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -1621074.750000 Penalty: 4840.082031
	Iteration 56Q: 3 clusters Score -1621075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -1621076.375000 Penalty: 4840.082031
	Iteration 57Q: 3 clusters Score -1621076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -1621078.125000 Penalty: 4840.082031
	Iteration 58Q: 3 clusters Score -1621078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -1621078.500000 Penalty: 4840.082031
	Iteration 59Q: 3 clusters Score -1621078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -1621083.625000 Penalty: 4840.082031
	Iteration 60F: 3 clusters Score -1621084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -1621085.250000 Penalty: 4840.082031
	Iteration 61Q: 3 clusters Score -1621085 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -1621089.000000 Penalty: 4840.082031
	Iteration 62Q: 3 clusters Score -1621089 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -1621091.250000 Penalty: 4840.082031
	Iteration 63Q: 3 clusters Score -1621091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -1621090.625000 Penalty: 4840.082031
	Iteration 64Q: 3 clusters Score -1621091 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -1621101.875000 Penalty: 4840.082031
	Iteration 65Q: 3 clusters Score -1621102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -1621106.625000 Penalty: 4840.082031
	Iteration 66Q: 3 clusters Score -1621107 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -1621109.750000 Penalty: 4840.082031
	Iteration 67Q: 3 clusters Score -1621110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -1621115.500000 Penalty: 4840.082031
	Iteration 68Q: 3 clusters Score -1621116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -1621119.625000 Penalty: 4840.082031
	Iteration 69Q: 3 clusters Score -1621120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -1621128.000000 Penalty: 4840.082031
	Iteration 70Q: 3 clusters Score -1621128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -1621135.500000 Penalty: 4840.082031
	Iteration 71Q: 3 clusters Score -1621136 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1621144 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1621149 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1621168 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1621180 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1621198 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -1621210.500000 Penalty: 4840.082031
	Iteration 77Q: 3 clusters Score -1621210 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -1621221.000000 Penalty: 4840.082031
	Iteration 78Q: 3 clusters Score -1621221 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1621221 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1621234 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1621241 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -1621251.000000 Penalty: 4840.082031
	Iteration 82Q: 3 clusters Score -1621251 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1621258 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1621268 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1621287 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -1621292.250000 Penalty: 4840.082031
	Iteration 86Q: 3 clusters Score -1621292 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -1621301.750000 Penalty: 4840.082031
	Iteration 87Q: 3 clusters Score -1621302 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -1621309.625000 Penalty: 4840.082031
	Iteration 88Q: 3 clusters Score -1621310 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -1621322.250000 Penalty: 4840.082031
	Iteration 89Q: 3 clusters Score -1621322 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -1621334.875000 Penalty: 4840.082031
	Iteration 90Q: 3 clusters Score -1621335 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -1621344.125000 Penalty: 4840.082031
	Iteration 91Q: 3 clusters Score -1621344 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -1621356.375000 Penalty: 4840.082031
	Iteration 92Q: 3 clusters Score -1621356 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -1621359.250000 Penalty: 4840.082031
	Iteration 93Q: 3 clusters Score -1621359 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -1621363.250000 Penalty: 4840.082031
	Iteration 94Q: 3 clusters Score -1621363 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1621373 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1621383 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -1621388.000000 Penalty: 4840.082031
	Iteration 97Q: 3 clusters Score -1621388 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1621399 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -1621417.750000 Penalty: 4840.082031
	Iteration 99Q: 3 clusters Score -1621418 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -1621432.000000 Penalty: 4840.082031
	Iteration 100F: 3 clusters Score -1621432 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1621447 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1621460 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1621469 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -1621479.125000 Penalty: 4840.082031
	Iteration 104Q: 3 clusters Score -1621479 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1621479 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1621484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -1621493.000000 Penalty: 4840.082031
	Iteration 107Q: 3 clusters Score -1621493 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -1621493.000000 Penalty: 4840.082031
	Iteration 108Q: 3 clusters Score -1621493 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -1621502.500000 Penalty: 4840.082031
	Iteration 109Q: 3 clusters Score -1621502 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -1621506.250000 Penalty: 4840.082031
	Iteration 110Q: 3 clusters Score -1621506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -1621511.125000 Penalty: 4840.082031
	Iteration 111Q: 3 clusters Score -1621511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -1621517.500000 Penalty: 4840.082031
	Iteration 112Q: 3 clusters Score -1621518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -1621518.500000 Penalty: 4840.082031
	Iteration 113Q: 3 clusters Score -1621518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -1621513.500000 Penalty: 4840.082031
	Iteration 114Q: 3 clusters Score -1621514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -1621517.125000 Penalty: 4840.082031
	Iteration 115Q: 3 clusters Score -1621517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -1621514.125000 Penalty: 4840.082031
	Iteration 116Q: 3 clusters Score -1621514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -1621516.250000 Penalty: 4840.082031
	Iteration 117Q: 3 clusters Score -1621516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -1621517.750000 Penalty: 4840.082031
	Iteration 118Q: 3 clusters Score -1621518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -1621517.875000 Penalty: 4840.082031
	Iteration 119Q: 3 clusters Score -1621518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -1621518.125000 Penalty: 4840.082031
	Iteration 120F: 3 clusters Score -1621518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -1621520.625000 Penalty: 4840.082031
	Iteration 121Q: 3 clusters Score -1621521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -1621521.125000 Penalty: 4840.082031
	Iteration 122Q: 3 clusters Score -1621521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -1621524.375000 Penalty: 4840.082031
	Iteration 123Q: 3 clusters Score -1621524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -1621525.875000 Penalty: 4840.082031
	Iteration 124Q: 3 clusters Score -1621526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -1621523.500000 Penalty: 4840.082031
	Iteration 125Q: 3 clusters Score -1621524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -1621525.750000 Penalty: 4840.082031
	Iteration 126Q: 3 clusters Score -1621526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -1621527.250000 Penalty: 4840.082031
	Iteration 127Q: 3 clusters Score -1621527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -1621526.250000 Penalty: 4840.082031
	Iteration 128Q: 3 clusters Score -1621526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -1621525.625000 Penalty: 4840.082031
	Iteration 129Q: 3 clusters Score -1621526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -1621525.500000 Penalty: 4840.082031
	Iteration 130Q: 3 clusters Score -1621526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -1621527.750000 Penalty: 4840.082031
	Iteration 131Q: 3 clusters Score -1621528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -1621525.875000 Penalty: 4840.082031
	Iteration 132Q: 3 clusters Score -1621526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -1621526.500000 Penalty: 4840.082031
	Iteration 133Q: 3 clusters Score -1621526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -1621534.875000 Penalty: 4840.082031
	Iteration 134Q: 3 clusters Score -1621535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -1621531.625000 Penalty: 4840.082031
	Iteration 135Q: 3 clusters Score -1621532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -1621534.625000 Penalty: 4840.082031
	Iteration 136Q: 3 clusters Score -1621535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -1621535.125000 Penalty: 4840.082031
	Iteration 137Q: 3 clusters Score -1621535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -1621537.375000 Penalty: 4840.082031
	Iteration 138Q: 3 clusters Score -1621537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -1621534.750000 Penalty: 4840.082031
	Iteration 139Q: 3 clusters Score -1621535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -1621537.875000 Penalty: 4840.082031
	Iteration 140F: 3 clusters Score -1621538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -1621537.875000 Penalty: 4840.082031
	Iteration 141Q: 3 clusters Score -1621538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -1621540.625000 Penalty: 4840.082031
	Iteration 142Q: 3 clusters Score -1621541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -1621544.250000 Penalty: 4840.082031
	Iteration 143Q: 3 clusters Score -1621544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -1621546.000000 Penalty: 4840.082031
	Iteration 144Q: 3 clusters Score -1621546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -1621543.000000 Penalty: 4840.082031
	Iteration 145Q: 3 clusters Score -1621543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -1621541.625000 Penalty: 4840.082031
	Iteration 146Q: 3 clusters Score -1621542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -1621541.375000 Penalty: 4840.082031
	Iteration 147Q: 3 clusters Score -1621541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -1621543.500000 Penalty: 4840.082031
	Iteration 148Q: 3 clusters Score -1621544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -1621540.875000 Penalty: 4840.082031
	Iteration 149Q: 3 clusters Score -1621541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1621540 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -1621540.125000 Penalty: 4840.082031
	Iteration 151F: 3 clusters Score -1621540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Entering Unmasked Estep 
Score: -112607.664062 Penalty: 1743.871826
	Iteration 0F: 2 clusters Score -112607.7 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 592 members 
Entering Unmasked Estep 
Score: -110596.273438 Penalty: 3487.743652
	Iteration 0F: 3 clusters Score -110596.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -110961.710938 Penalty: 3487.743652
	Iteration 1F: 3 clusters Score -110961.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -111165.726562 Penalty: 3487.743652
	Iteration 2F: 3 clusters Score -111165.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -111431.085938 Penalty: 3487.743652
	Iteration 3F: 3 clusters Score -111431.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -111632.062500 Penalty: 3487.743652
	Iteration 4F: 3 clusters Score -111632.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -111775.765625 Penalty: 3487.743652
	Iteration 5Q: 3 clusters Score -111775.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -111824.234375 Penalty: 3487.743652
	Iteration 6Q: 3 clusters Score -111824.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -111867.250000 Penalty: 3487.743652
	Iteration 7Q: 3 clusters Score -111867.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -111901.171875 Penalty: 3487.743652
	Iteration 8Q: 3 clusters Score -111901.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -111927.859375 Penalty: 3487.743652
	Iteration 9Q: 3 clusters Score -111927.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -111944.203125 Penalty: 3487.743652
	Iteration 10Q: 3 clusters Score -111944.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -111954.812500 Penalty: 3487.743652
	Iteration 11Q: 3 clusters Score -111954.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -111956.476562 Penalty: 3487.743652
	Iteration 12Q: 3 clusters Score -111956.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -111957.523438 Penalty: 3487.743652
	Iteration 13Q: 3 clusters Score -111957.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -111958.242188 Penalty: 3487.743652
	Iteration 14Q: 3 clusters Score -111958.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -111958.242188 Penalty: 3487.743652
	Iteration 15F: 3 clusters Score -111958.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (17729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Entering Unmasked Estep 
Score: -1940590.875000 Penalty: 2426.173340
	Iteration 0F: 2 clusters Score -1940591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1927975.250000 Penalty: 4852.346680
	Iteration 0F: 3 clusters Score -1927975 nChanged 7708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1932134.250000 Penalty: 4852.346680
	Iteration 1F: 3 clusters Score -1932134 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1932492.875000 Penalty: 4852.346680
	Iteration 2F: 3 clusters Score -1932493 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1932781.875000 Penalty: 4852.346680
	Iteration 3Q: 3 clusters Score -1932782 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1933034.375000 Penalty: 4852.346680
	Iteration 4Q: 3 clusters Score -1933034 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1933253.750000 Penalty: 4852.346680
	Iteration 5Q: 3 clusters Score -1933254 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1933447.750000 Penalty: 4852.346680
	Iteration 6Q: 3 clusters Score -1933448 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1933621.250000 Penalty: 4852.346680
	Iteration 7Q: 3 clusters Score -1933621 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1933792.750000 Penalty: 4852.346680
	Iteration 8Q: 3 clusters Score -1933793 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1933946.625000 Penalty: 4852.346680
	Iteration 9Q: 3 clusters Score -1933947 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1934103.375000 Penalty: 4852.346680
	Iteration 10Q: 3 clusters Score -1934103 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1934278.500000 Penalty: 4852.346680
	Iteration 11Q: 3 clusters Score -1934278 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1934445.000000 Penalty: 4852.346680
	Iteration 12Q: 3 clusters Score -1934445 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1934608.125000 Penalty: 4852.346680
	Iteration 13Q: 3 clusters Score -1934608 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1934781.750000 Penalty: 4852.346680
	Iteration 14Q: 3 clusters Score -1934782 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1934950.000000 Penalty: 4852.346680
	Iteration 15Q: 3 clusters Score -1934950 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1935130.750000 Penalty: 4852.346680
	Iteration 16Q: 3 clusters Score -1935131 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1935304.625000 Penalty: 4852.346680
	Iteration 17Q: 3 clusters Score -1935305 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1935481.625000 Penalty: 4852.346680
	Iteration 18Q: 3 clusters Score -1935482 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1935684.500000 Penalty: 4852.346680
	Iteration 19Q: 3 clusters Score -1935684 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1935920.500000 Penalty: 4852.346680
	Iteration 20F: 3 clusters Score -1935920 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1936150.375000 Penalty: 4852.346680
	Iteration 21Q: 3 clusters Score -1936150 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1936390.250000 Penalty: 4852.346680
	Iteration 22Q: 3 clusters Score -1936390 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -1936589.625000 Penalty: 4852.346680
	Iteration 23Q: 3 clusters Score -1936590 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1936805.000000 Penalty: 4852.346680
	Iteration 24Q: 3 clusters Score -1936805 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -1937040.750000 Penalty: 4852.346680
	Iteration 25Q: 3 clusters Score -1937041 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -1937251.250000 Penalty: 4852.346680
	Iteration 26Q: 3 clusters Score -1937251 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -1937463.500000 Penalty: 4852.346680
	Iteration 27Q: 3 clusters Score -1937464 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -1937686.000000 Penalty: 4852.346680
	Iteration 28Q: 3 clusters Score -1937686 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -1937883.000000 Penalty: 4852.346680
	Iteration 29Q: 3 clusters Score -1937883 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -1938050.375000 Penalty: 4852.346680
	Iteration 30Q: 3 clusters Score -1938050 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -1938161.625000 Penalty: 4852.346680
	Iteration 31Q: 3 clusters Score -1938162 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -1938254.625000 Penalty: 4852.346680
	Iteration 32Q: 3 clusters Score -1938255 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -1938319.000000 Penalty: 4852.346680
	Iteration 33Q: 3 clusters Score -1938319 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -1938365.625000 Penalty: 4852.346680
	Iteration 34Q: 3 clusters Score -1938366 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -1938419.625000 Penalty: 4852.346680
	Iteration 35Q: 3 clusters Score -1938420 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -1938480.125000 Penalty: 4852.346680
	Iteration 36Q: 3 clusters Score -1938480 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -1938555.125000 Penalty: 4852.346680
	Iteration 37Q: 3 clusters Score -1938555 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -1938642.500000 Penalty: 4852.346680
	Iteration 38Q: 3 clusters Score -1938642 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -1938707.250000 Penalty: 4852.346680
	Iteration 39Q: 3 clusters Score -1938707 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -1938747.625000 Penalty: 4852.346680
	Iteration 40F: 3 clusters Score -1938748 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -1938768.125000 Penalty: 4852.346680
	Iteration 41Q: 3 clusters Score -1938768 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -1938780.125000 Penalty: 4852.346680
	Iteration 42Q: 3 clusters Score -1938780 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -1938783.625000 Penalty: 4852.346680
	Iteration 43Q: 3 clusters Score -1938784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -1938789.500000 Penalty: 4852.346680
	Iteration 44Q: 3 clusters Score -1938790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -1938793.875000 Penalty: 4852.346680
	Iteration 45Q: 3 clusters Score -1938794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -1938794.125000 Penalty: 4852.346680
	Iteration 46Q: 3 clusters Score -1938794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -1938790.500000 Penalty: 4852.346680
	Iteration 47Q: 3 clusters Score -1938790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -1938789.750000 Penalty: 4852.346680
	Iteration 48Q: 3 clusters Score -1938790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -1938791.250000 Penalty: 4852.346680
	Iteration 49Q: 3 clusters Score -1938791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -1938792.375000 Penalty: 4852.346680
	Iteration 50Q: 3 clusters Score -1938792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -1938792.375000 Penalty: 4852.346680
	Iteration 51F: 3 clusters Score -1938792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Entering Unmasked Estep 
Score: -190519.671875 Penalty: 1860.952515
	Iteration 0F: 2 clusters Score -190519.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -187986.937500 Penalty: 3721.905029
	Iteration 0F: 3 clusters Score -187986.9 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -188422.078125 Penalty: 3721.905029
	Iteration 1F: 3 clusters Score -188422.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -188563.656250 Penalty: 3721.905029
	Iteration 2F: 3 clusters Score -188563.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -188636.640625 Penalty: 3721.905029
	Iteration 3Q: 3 clusters Score -188636.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -188689.125000 Penalty: 3721.905029
	Iteration 4Q: 3 clusters Score -188689.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -188736.734375 Penalty: 3721.905029
	Iteration 5Q: 3 clusters Score -188736.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -188789.781250 Penalty: 3721.905029
	Iteration 6Q: 3 clusters Score -188789.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -188824.875000 Penalty: 3721.905029
	Iteration 7Q: 3 clusters Score -188824.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -188856.921875 Penalty: 3721.905029
	Iteration 8Q: 3 clusters Score -188856.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -188873.375000 Penalty: 3721.905029
	Iteration 9Q: 3 clusters Score -188873.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -188882.343750 Penalty: 3721.905029
	Iteration 10Q: 3 clusters Score -188882.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -188887.031250 Penalty: 3721.905029
	Iteration 11Q: 3 clusters Score -188887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -188889.796875 Penalty: 3721.905029
	Iteration 12Q: 3 clusters Score -188889.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -188891.921875 Penalty: 3721.905029
	Iteration 13Q: 3 clusters Score -188891.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -188892.625000 Penalty: 3721.905029
	Iteration 14Q: 3 clusters Score -188892.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -188892.625000 Penalty: 3721.905029
	Iteration 15F: 3 clusters Score -188892.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Entering Unmasked Estep 
Score: -265665.218750 Penalty: 1934.744995
	Iteration 0F: 2 clusters Score -265665.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -262777.718750 Penalty: 3869.489990
	Iteration 0F: 3 clusters Score -262777.7 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -263289.937500 Penalty: 3869.489990
	Iteration 1F: 3 clusters Score -263289.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -263416.000000 Penalty: 3869.489990
	Iteration 2F: 3 clusters Score -263416 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -263477.125000 Penalty: 3869.489990
	Iteration 3Q: 3 clusters Score -263477.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -263508.843750 Penalty: 3869.489990
	Iteration 4Q: 3 clusters Score -263508.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -263533.812500 Penalty: 3869.489990
	Iteration 5Q: 3 clusters Score -263533.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -263559.812500 Penalty: 3869.489990
	Iteration 6Q: 3 clusters Score -263559.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -263585.750000 Penalty: 3869.489990
	Iteration 7Q: 3 clusters Score -263585.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -263613.437500 Penalty: 3869.489990
	Iteration 8Q: 3 clusters Score -263613.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -263636.593750 Penalty: 3869.489990
	Iteration 9Q: 3 clusters Score -263636.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -263656.281250 Penalty: 3869.489990
	Iteration 10Q: 3 clusters Score -263656.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -263680.281250 Penalty: 3869.489990
	Iteration 11Q: 3 clusters Score -263680.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -263698.906250 Penalty: 3869.489990
	Iteration 12Q: 3 clusters Score -263698.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -263716.093750 Penalty: 3869.489990
	Iteration 13Q: 3 clusters Score -263716.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -263735.000000 Penalty: 3869.489990
	Iteration 14Q: 3 clusters Score -263735 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -263749.062500 Penalty: 3869.489990
	Iteration 15Q: 3 clusters Score -263749.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -263766.156250 Penalty: 3869.489990
	Iteration 16Q: 3 clusters Score -263766.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -263783.875000 Penalty: 3869.489990
	Iteration 17Q: 3 clusters Score -263783.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -263805.718750 Penalty: 3869.489990
	Iteration 18Q: 3 clusters Score -263805.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -263828.656250 Penalty: 3869.489990
	Iteration 19Q: 3 clusters Score -263828.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -263848.531250 Penalty: 3869.489990
	Iteration 20F: 3 clusters Score -263848.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -263872.093750 Penalty: 3869.489990
	Iteration 21Q: 3 clusters Score -263872.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -263899.843750 Penalty: 3869.489990
	Iteration 22Q: 3 clusters Score -263899.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -263927.625000 Penalty: 3869.489990
	Iteration 23Q: 3 clusters Score -263927.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -263945.875000 Penalty: 3869.489990
	Iteration 24Q: 3 clusters Score -263945.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -263963.093750 Penalty: 3869.489990
	Iteration 25Q: 3 clusters Score -263963.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -263986.031250 Penalty: 3869.489990
	Iteration 26Q: 3 clusters Score -263986 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -264010.375000 Penalty: 3869.489990
	Iteration 27Q: 3 clusters Score -264010.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -264028.812500 Penalty: 3869.489990
	Iteration 28Q: 3 clusters Score -264028.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -264039.937500 Penalty: 3869.489990
	Iteration 29Q: 3 clusters Score -264039.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -264046.750000 Penalty: 3869.489990
	Iteration 30Q: 3 clusters Score -264046.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -264050.281250 Penalty: 3869.489990
	Iteration 31Q: 3 clusters Score -264050.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -264054.750000 Penalty: 3869.489990
	Iteration 32Q: 3 clusters Score -264054.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -264059.062500 Penalty: 3869.489990
	Iteration 33Q: 3 clusters Score -264059.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -264062.625000 Penalty: 3869.489990
	Iteration 34Q: 3 clusters Score -264062.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -264065.687500 Penalty: 3869.489990
	Iteration 35Q: 3 clusters Score -264065.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -264069.406250 Penalty: 3869.489990
	Iteration 36Q: 3 clusters Score -264069.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -264071.812500 Penalty: 3869.489990
	Iteration 37Q: 3 clusters Score -264071.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -264075.781250 Penalty: 3869.489990
	Iteration 38Q: 3 clusters Score -264075.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -264078.062500 Penalty: 3869.489990
	Iteration 39Q: 3 clusters Score -264078.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -264081.718750 Penalty: 3869.489990
	Iteration 40F: 3 clusters Score -264081.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -264084.781250 Penalty: 3869.489990
	Iteration 41Q: 3 clusters Score -264084.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -264085.781250 Penalty: 3869.489990
	Iteration 42Q: 3 clusters Score -264085.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -264087.218750 Penalty: 3869.489990
	Iteration 43Q: 3 clusters Score -264087.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -264088.875000 Penalty: 3869.489990
	Iteration 44Q: 3 clusters Score -264088.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -264092.156250 Penalty: 3869.489990
	Iteration 45Q: 3 clusters Score -264092.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -264094.187500 Penalty: 3869.489990
	Iteration 46Q: 3 clusters Score -264094.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -264094.906250 Penalty: 3869.489990
	Iteration 47Q: 3 clusters Score -264094.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -264094.906250 Penalty: 3869.489990
	Iteration 48F: 3 clusters Score -264094.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Entering Unmasked Estep 
Score: -56300.882812 Penalty: 1583.946045
	Iteration 0F: 2 clusters Score -56300.88 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 289 members 
Entering Unmasked Estep 
Score: -54796.800781 Penalty: 3167.892090
	Iteration 0F: 3 clusters Score -54796.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -55075.535156 Penalty: 3167.892090
	Iteration 1F: 3 clusters Score -55075.54 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -55187.750000 Penalty: 3167.892090
	Iteration 2F: 3 clusters Score -55187.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -55230.996094 Penalty: 3167.892090
	Iteration 3Q: 3 clusters Score -55231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -55253.582031 Penalty: 3167.892090
	Iteration 4Q: 3 clusters Score -55253.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -55268.128906 Penalty: 3167.892090
	Iteration 5Q: 3 clusters Score -55268.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -55276.371094 Penalty: 3167.892090
	Iteration 6Q: 3 clusters Score -55276.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -55290.390625 Penalty: 3167.892090
	Iteration 7Q: 3 clusters Score -55290.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -55301.671875 Penalty: 3167.892090
	Iteration 8Q: 3 clusters Score -55301.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -55302.488281 Penalty: 3167.892090
	Iteration 9Q: 3 clusters Score -55302.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -55302.488281 Penalty: 3167.892090
	Iteration 10F: 3 clusters Score -55302.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (15129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Entering Unmasked Estep 
Score: -1498870.250000 Penalty: 2386.843506
	Iteration 0F: 2 clusters Score -1498870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1487966.500000 Penalty: 4773.687012
	Iteration 0F: 3 clusters Score -1487966 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1492383.375000 Penalty: 4773.687012
	Iteration 1F: 3 clusters Score -1492383 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1493850.250000 Penalty: 4773.687012
	Iteration 2F: 3 clusters Score -1493850 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1495148.125000 Penalty: 4773.687012
	Iteration 3F: 3 clusters Score -1495148 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1496176.125000 Penalty: 4773.687012
	Iteration 4F: 3 clusters Score -1496176 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1497091.375000 Penalty: 4773.687012
	Iteration 5F: 3 clusters Score -1497091 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1497836.000000 Penalty: 4773.687012
	Iteration 6F: 3 clusters Score -1497836 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1498427.250000 Penalty: 4773.687012
	Iteration 7Q: 3 clusters Score -1498427 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1498945.625000 Penalty: 4773.687012
	Iteration 8Q: 3 clusters Score -1498946 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1499422.750000 Penalty: 4773.687012
	Iteration 9Q: 3 clusters Score -1499423 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1499865.375000 Penalty: 4773.687012
	Iteration 10Q: 3 clusters Score -1499865 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1500324.125000 Penalty: 4773.687012
	Iteration 11Q: 3 clusters Score -1500324 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1500768.000000 Penalty: 4773.687012
	Iteration 12Q: 3 clusters Score -1500768 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -1501193.125000 Penalty: 4773.687012
	Iteration 13Q: 3 clusters Score -1501193 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -1501592.750000 Penalty: 4773.687012
	Iteration 14Q: 3 clusters Score -1501593 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1501828.250000 Penalty: 4773.687012
	Iteration 15Q: 3 clusters Score -1501828 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -1501958.625000 Penalty: 4773.687012
	Iteration 16Q: 3 clusters Score -1501959 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1502026.000000 Penalty: 4773.687012
	Iteration 17Q: 3 clusters Score -1502026 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -1502062.500000 Penalty: 4773.687012
	Iteration 18Q: 3 clusters Score -1502062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1502088.000000 Penalty: 4773.687012
	Iteration 19Q: 3 clusters Score -1502088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -1502099.500000 Penalty: 4773.687012
	Iteration 20F: 3 clusters Score -1502100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1502114.000000 Penalty: 4773.687012
	Iteration 21Q: 3 clusters Score -1502114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1502120.750000 Penalty: 4773.687012
	Iteration 22Q: 3 clusters Score -1502121 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1502128.000000 Penalty: 4773.687012
	Iteration 23Q: 3 clusters Score -1502128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1502132.500000 Penalty: 4773.687012
	Iteration 24Q: 3 clusters Score -1502132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -1502135.875000 Penalty: 4773.687012
	Iteration 25Q: 3 clusters Score -1502136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -1502144.000000 Penalty: 4773.687012
	Iteration 26Q: 3 clusters Score -1502144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1502146.875000 Penalty: 4773.687012
	Iteration 27Q: 3 clusters Score -1502147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1502149.375000 Penalty: 4773.687012
	Iteration 28Q: 3 clusters Score -1502149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -1502150.500000 Penalty: 4773.687012
	Iteration 29Q: 3 clusters Score -1502150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1502148.250000 Penalty: 4773.687012
	Iteration 30Q: 3 clusters Score -1502148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1502148.250000 Penalty: 4773.687012
	Iteration 31F: 3 clusters Score -1502148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 161342 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 15005 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 18787 members 
Mstep: Class 6 contains 72560 members 
Mstep: Class 7 contains 8465 members 
Mstep: Class 8 contains 1399 members 
Mstep: Class 9 contains 181601 members 
Mstep: Class 10 contains 12662 members 
Mstep: Class 11 contains 53086 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6111 members 
Mstep: Class 14 contains 62310 members 
Mstep: Class 15 contains 12981 members 
Mstep: Class 16 contains 40680 members 
Mstep: Class 17 contains 26448 members 
Mstep: Class 18 contains 101883 members 
Mstep: Class 19 contains 2554 members 
Mstep: Class 20 contains 6025 members 
Mstep: Class 21 contains 39515 members 
Mstep: Class 22 contains 1371 members 
Mstep: Class 23 contains 3095 members 
Mstep: Class 24 contains 8771 members 
Mstep: Class 25 contains 4721 members 
Mstep: Class 26 contains 3804 members 
Mstep: Class 27 contains 2140 members 
Mstep: Class 28 contains 17339 members 
Mstep: Class 29 contains 26051 members 
Mstep: Class 30 contains 3481 members 
Mstep: Class 31 contains 13795 members 
Mstep: Class 32 contains 7851 members 
Mstep: Class 33 contains 63525 members 
Mstep: Class 34 contains 26545 members 
Mstep: Class 35 contains 17296 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17729 members 
Mstep: Class 38 contains 1815 members 
Mstep: Class 39 contains 2444 members 
Mstep: Class 40 contains 594 members 
Mstep: Class 41 contains 1345 members 
Mstep: Class 42 contains 1469 members 
Mstep: Class 43 contains 9762 members 
Mstep: Class 44 contains 5104 members 
Mstep: Class 45 contains 14127 members 
Mstep: Class 46 contains 5236 members 
Mstep: Class 47 contains 13784 members 
Entering Unmasked Estep 
Score: -115163912.000000 Penalty: 162191.109375
Splitting cluster 41 changes total score from -115161472.000000 to -115163912.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 42 (1469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Entering Unmasked Estep 
Score: -154488.281250 Penalty: 1808.499634
	Iteration 0F: 2 clusters Score -154488.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -152224.578125 Penalty: 3616.999268
	Iteration 0F: 3 clusters Score -152224.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -152577.062500 Penalty: 3616.999268
	Iteration 1F: 3 clusters Score -152577.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -152664.375000 Penalty: 3616.999268
	Iteration 2F: 3 clusters Score -152664.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -152720.015625 Penalty: 3616.999268
	Iteration 3Q: 3 clusters Score -152720 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -152746.437500 Penalty: 3616.999268
	Iteration 4Q: 3 clusters Score -152746.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -152763.796875 Penalty: 3616.999268
	Iteration 5Q: 3 clusters Score -152763.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -152775.937500 Penalty: 3616.999268
	Iteration 6Q: 3 clusters Score -152775.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -152789.500000 Penalty: 3616.999268
	Iteration 7Q: 3 clusters Score -152789.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -152799.203125 Penalty: 3616.999268
	Iteration 8Q: 3 clusters Score -152799.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -152809.781250 Penalty: 3616.999268
	Iteration 9Q: 3 clusters Score -152809.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -152816.578125 Penalty: 3616.999268
	Iteration 10Q: 3 clusters Score -152816.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -152817.312500 Penalty: 3616.999268
	Iteration 11Q: 3 clusters Score -152817.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -152817.312500 Penalty: 3616.999268
	Iteration 12F: 3 clusters Score -152817.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (9762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Entering Unmasked Estep 
Score: -923148.625000 Penalty: 2278.190674
	Iteration 0F: 2 clusters Score -923148.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -915679.187500 Penalty: 4556.381348
	Iteration 0F: 3 clusters Score -915679.2 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -918157.062500 Penalty: 4556.381348
	Iteration 1F: 3 clusters Score -918157.1 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -918842.750000 Penalty: 4556.381348
	Iteration 2F: 3 clusters Score -918842.8 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -919651.312500 Penalty: 4556.381348
	Iteration 3F: 3 clusters Score -919651.3 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -920586.687500 Penalty: 4556.381348
	Iteration 4F: 3 clusters Score -920586.7 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -921435.812500 Penalty: 4556.381348
	Iteration 5F: 3 clusters Score -921435.8 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -922014.687500 Penalty: 4556.381348
	Iteration 6F: 3 clusters Score -922014.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -922301.875000 Penalty: 4556.381348
	Iteration 7Q: 3 clusters Score -922301.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -922455.062500 Penalty: 4556.381348
	Iteration 8Q: 3 clusters Score -922455.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -922540.000000 Penalty: 4556.381348
	Iteration 9Q: 3 clusters Score -922540 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -922627.562500 Penalty: 4556.381348
	Iteration 10Q: 3 clusters Score -922627.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -922703.187500 Penalty: 4556.381348
	Iteration 11Q: 3 clusters Score -922703.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -922748.437500 Penalty: 4556.381348
	Iteration 12Q: 3 clusters Score -922748.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -922789.250000 Penalty: 4556.381348
	Iteration 13Q: 3 clusters Score -922789.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -922813.375000 Penalty: 4556.381348
	Iteration 14Q: 3 clusters Score -922813.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -922824.687500 Penalty: 4556.381348
	Iteration 15Q: 3 clusters Score -922824.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -922839.812500 Penalty: 4556.381348
	Iteration 16Q: 3 clusters Score -922839.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -922850.312500 Penalty: 4556.381348
	Iteration 17Q: 3 clusters Score -922850.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -922855.500000 Penalty: 4556.381348
	Iteration 18Q: 3 clusters Score -922855.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -922860.875000 Penalty: 4556.381348
	Iteration 19Q: 3 clusters Score -922860.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -922869.500000 Penalty: 4556.381348
	Iteration 20F: 3 clusters Score -922869.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -922876.687500 Penalty: 4556.381348
	Iteration 21Q: 3 clusters Score -922876.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -922880.000000 Penalty: 4556.381348
	Iteration 22Q: 3 clusters Score -922880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -922891.312500 Penalty: 4556.381348
	Iteration 23Q: 3 clusters Score -922891.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -922907.937500 Penalty: 4556.381348
	Iteration 24Q: 3 clusters Score -922907.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -922931.000000 Penalty: 4556.381348
	Iteration 25Q: 3 clusters Score -922931 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -922959.187500 Penalty: 4556.381348
	Iteration 26Q: 3 clusters Score -922959.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -922985.875000 Penalty: 4556.381348
	Iteration 27Q: 3 clusters Score -922985.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -923023.187500 Penalty: 4556.381348
	Iteration 28Q: 3 clusters Score -923023.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -923059.000000 Penalty: 4556.381348
	Iteration 29Q: 3 clusters Score -923059 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -923090.500000 Penalty: 4556.381348
	Iteration 30Q: 3 clusters Score -923090.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -923116.187500 Penalty: 4556.381348
	Iteration 31Q: 3 clusters Score -923116.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -923131.250000 Penalty: 4556.381348
	Iteration 32Q: 3 clusters Score -923131.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -923137.937500 Penalty: 4556.381348
	Iteration 33Q: 3 clusters Score -923137.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -923142.187500 Penalty: 4556.381348
	Iteration 34Q: 3 clusters Score -923142.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -923145.875000 Penalty: 4556.381348
	Iteration 35Q: 3 clusters Score -923145.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -923144.000000 Penalty: 4556.381348
	Iteration 36Q: 3 clusters Score -923144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -923147.687500 Penalty: 4556.381348
	Iteration 37Q: 3 clusters Score -923147.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -923149.000000 Penalty: 4556.381348
	Iteration 38Q: 3 clusters Score -923149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -923151.125000 Penalty: 4556.381348
	Iteration 39Q: 3 clusters Score -923151.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -923152.062500 Penalty: 4556.381348
	Iteration 40F: 3 clusters Score -923152.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -923152.750000 Penalty: 4556.381348
	Iteration 41Q: 3 clusters Score -923152.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -923158.125000 Penalty: 4556.381348
	Iteration 42Q: 3 clusters Score -923158.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -923160.750000 Penalty: 4556.381348
	Iteration 43Q: 3 clusters Score -923160.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -923164.375000 Penalty: 4556.381348
	Iteration 44Q: 3 clusters Score -923164.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -923162.062500 Penalty: 4556.381348
	Iteration 45Q: 3 clusters Score -923162.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -923164.437500 Penalty: 4556.381348
	Iteration 46Q: 3 clusters Score -923164.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -923163.125000 Penalty: 4556.381348
	Iteration 47Q: 3 clusters Score -923163.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -923164.062500 Penalty: 4556.381348
	Iteration 48Q: 3 clusters Score -923164.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -923163.437500 Penalty: 4556.381348
	Iteration 49Q: 3 clusters Score -923163.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -923164.125000 Penalty: 4556.381348
	Iteration 50Q: 3 clusters Score -923164.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -923163.437500 Penalty: 4556.381348
	Iteration 51Q: 3 clusters Score -923163.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -923164.437500 Penalty: 4556.381348
	Iteration 52Q: 3 clusters Score -923164.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -923164.562500 Penalty: 4556.381348
	Iteration 53Q: 3 clusters Score -923164.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -923164.562500 Penalty: 4556.381348
	Iteration 54F: 3 clusters Score -923164.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 161342 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 15005 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 18787 members 
Mstep: Class 6 contains 72560 members 
Mstep: Class 7 contains 8465 members 
Mstep: Class 8 contains 1399 members 
Mstep: Class 9 contains 181601 members 
Mstep: Class 10 contains 12662 members 
Mstep: Class 11 contains 53086 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6111 members 
Mstep: Class 14 contains 62310 members 
Mstep: Class 15 contains 12981 members 
Mstep: Class 16 contains 40680 members 
Mstep: Class 17 contains 26448 members 
Mstep: Class 18 contains 101883 members 
Mstep: Class 19 contains 2554 members 
Mstep: Class 20 contains 6025 members 
Mstep: Class 21 contains 39515 members 
Mstep: Class 22 contains 1371 members 
Mstep: Class 23 contains 3095 members 
Mstep: Class 24 contains 8771 members 
Mstep: Class 25 contains 4721 members 
Mstep: Class 26 contains 3804 members 
Mstep: Class 27 contains 2140 members 
Mstep: Class 28 contains 17339 members 
Mstep: Class 29 contains 26051 members 
Mstep: Class 30 contains 3481 members 
Mstep: Class 31 contains 13795 members 
Mstep: Class 32 contains 7851 members 
Mstep: Class 33 contains 63525 members 
Mstep: Class 34 contains 26545 members 
Mstep: Class 35 contains 17296 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17729 members 
Mstep: Class 38 contains 1815 members 
Mstep: Class 39 contains 2444 members 
Mstep: Class 40 contains 594 members 
Mstep: Class 41 contains 1345 members 
Mstep: Class 42 contains 1469 members 
Mstep: Class 43 contains 7124 members 
Mstep: Class 44 contains 5104 members 
Mstep: Class 45 contains 14127 members 
Mstep: Class 46 contains 5236 members 
Mstep: Class 47 contains 13784 members 
Mstep: Class 48 contains 2638 members 
Entering Unmasked Estep 
Score: -115162688.000000 Penalty: 165641.984375
Splitting cluster 43 changes total score from -115161472.000000 to -115162688.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 44 (5104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Entering Unmasked Estep 
Score: -520077.156250 Penalty: 2117.369385
	Iteration 0F: 2 clusters Score -520077.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -515457.843750 Penalty: 4234.738770
	Iteration 0F: 3 clusters Score -515457.8 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -516680.718750 Penalty: 4234.738770
	Iteration 1F: 3 clusters Score -516680.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -517064.437500 Penalty: 4234.738770
	Iteration 2F: 3 clusters Score -517064.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -517752.968750 Penalty: 4234.738770
	Iteration 3F: 3 clusters Score -517753 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -519280.843750 Penalty: 4234.738770
	Iteration 4F: 3 clusters Score -519280.8 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -521205.312500 Penalty: 4234.738770
	Iteration 5F: 3 clusters Score -521205.3 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -522267.343750 Penalty: 4234.738770
	Iteration 6F: 3 clusters Score -522267.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -522847.843750 Penalty: 4234.738770
	Iteration 7F: 3 clusters Score -522847.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -523149.781250 Penalty: 4234.738770
	Iteration 8Q: 3 clusters Score -523149.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -523222.875000 Penalty: 4234.738770
	Iteration 9Q: 3 clusters Score -523222.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -523238.593750 Penalty: 4234.738770
	Iteration 10Q: 3 clusters Score -523238.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -523242.562500 Penalty: 4234.738770
	Iteration 11Q: 3 clusters Score -523242.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -523245.687500 Penalty: 4234.738770
	Iteration 12Q: 3 clusters Score -523245.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -523248.000000 Penalty: 4234.738770
	Iteration 13Q: 3 clusters Score -523248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -523250.625000 Penalty: 4234.738770
	Iteration 14Q: 3 clusters Score -523250.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -523250.687500 Penalty: 4234.738770
	Iteration 15Q: 3 clusters Score -523250.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -523250.687500 Penalty: 4234.738770
	Iteration 16F: 3 clusters Score -523250.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 161342 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 15005 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 18787 members 
Mstep: Class 6 contains 72560 members 
Mstep: Class 7 contains 8465 members 
Mstep: Class 8 contains 1399 members 
Mstep: Class 9 contains 181601 members 
Mstep: Class 10 contains 12662 members 
Mstep: Class 11 contains 53086 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6111 members 
Mstep: Class 14 contains 62310 members 
Mstep: Class 15 contains 12981 members 
Mstep: Class 16 contains 40680 members 
Mstep: Class 17 contains 26448 members 
Mstep: Class 18 contains 101883 members 
Mstep: Class 19 contains 2554 members 
Mstep: Class 20 contains 6025 members 
Mstep: Class 21 contains 39515 members 
Mstep: Class 22 contains 1371 members 
Mstep: Class 23 contains 3095 members 
Mstep: Class 24 contains 8771 members 
Mstep: Class 25 contains 4721 members 
Mstep: Class 26 contains 3804 members 
Mstep: Class 27 contains 2140 members 
Mstep: Class 28 contains 17339 members 
Mstep: Class 29 contains 26051 members 
Mstep: Class 30 contains 3481 members 
Mstep: Class 31 contains 13795 members 
Mstep: Class 32 contains 7851 members 
Mstep: Class 33 contains 63525 members 
Mstep: Class 34 contains 26545 members 
Mstep: Class 35 contains 17296 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17729 members 
Mstep: Class 38 contains 1815 members 
Mstep: Class 39 contains 2444 members 
Mstep: Class 40 contains 594 members 
Mstep: Class 41 contains 1345 members 
Mstep: Class 42 contains 1469 members 
Mstep: Class 43 contains 7124 members 
Mstep: Class 44 contains 3321 members 
Mstep: Class 45 contains 14127 members 
Mstep: Class 46 contains 5236 members 
Mstep: Class 47 contains 13784 members 
Mstep: Class 48 contains 2638 members 
Mstep: Class 49 contains 1783 members 
Entering Unmasked Estep 
Score: -115164656.000000 Penalty: 169092.859375
Splitting cluster 44 changes total score from -115161472.000000 to -115164656.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 45 (14127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Entering Unmasked Estep 
Score: -1514121.375000 Penalty: 2369.849121
	Iteration 0F: 2 clusters Score -1514121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1503910.375000 Penalty: 4739.698242
	Iteration 0F: 3 clusters Score -1503910 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1507179.625000 Penalty: 4739.698242
	Iteration 1F: 3 clusters Score -1507180 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1507640.625000 Penalty: 4739.698242
	Iteration 2F: 3 clusters Score -1507641 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1508086.250000 Penalty: 4739.698242
	Iteration 3F: 3 clusters Score -1508086 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1508588.000000 Penalty: 4739.698242
	Iteration 4F: 3 clusters Score -1508588 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1509117.625000 Penalty: 4739.698242
	Iteration 5F: 3 clusters Score -1509118 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1509630.875000 Penalty: 4739.698242
	Iteration 6F: 3 clusters Score -1509631 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1510098.375000 Penalty: 4739.698242
	Iteration 7F: 3 clusters Score -1510098 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1510438.375000 Penalty: 4739.698242
	Iteration 8Q: 3 clusters Score -1510438 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1510677.000000 Penalty: 4739.698242
	Iteration 9Q: 3 clusters Score -1510677 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1510828.750000 Penalty: 4739.698242
	Iteration 10Q: 3 clusters Score -1510829 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1510936.250000 Penalty: 4739.698242
	Iteration 11Q: 3 clusters Score -1510936 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1511018.625000 Penalty: 4739.698242
	Iteration 12Q: 3 clusters Score -1511019 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1511079.375000 Penalty: 4739.698242
	Iteration 13Q: 3 clusters Score -1511079 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1511143.750000 Penalty: 4739.698242
	Iteration 14Q: 3 clusters Score -1511144 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1511192.500000 Penalty: 4739.698242
	Iteration 15Q: 3 clusters Score -1511192 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1511244.125000 Penalty: 4739.698242
	Iteration 16Q: 3 clusters Score -1511244 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1511269.250000 Penalty: 4739.698242
	Iteration 17Q: 3 clusters Score -1511269 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1511307.500000 Penalty: 4739.698242
	Iteration 18Q: 3 clusters Score -1511308 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1511333.625000 Penalty: 4739.698242
	Iteration 19Q: 3 clusters Score -1511334 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1511367.750000 Penalty: 4739.698242
	Iteration 20F: 3 clusters Score -1511368 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1511408.375000 Penalty: 4739.698242
	Iteration 21Q: 3 clusters Score -1511408 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1511435.750000 Penalty: 4739.698242
	Iteration 22Q: 3 clusters Score -1511436 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1511453.125000 Penalty: 4739.698242
	Iteration 23Q: 3 clusters Score -1511453 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1511475.750000 Penalty: 4739.698242
	Iteration 24Q: 3 clusters Score -1511476 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1511494.125000 Penalty: 4739.698242
	Iteration 25Q: 3 clusters Score -1511494 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1511512.750000 Penalty: 4739.698242
	Iteration 26Q: 3 clusters Score -1511513 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1511539.875000 Penalty: 4739.698242
	Iteration 27Q: 3 clusters Score -1511540 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1511557.875000 Penalty: 4739.698242
	Iteration 28Q: 3 clusters Score -1511558 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1511583.375000 Penalty: 4739.698242
	Iteration 29Q: 3 clusters Score -1511583 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1511601.625000 Penalty: 4739.698242
	Iteration 30Q: 3 clusters Score -1511602 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1511618.625000 Penalty: 4739.698242
	Iteration 31Q: 3 clusters Score -1511619 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1511628.500000 Penalty: 4739.698242
	Iteration 32Q: 3 clusters Score -1511628 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1511636.375000 Penalty: 4739.698242
	Iteration 33Q: 3 clusters Score -1511636 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1511653.000000 Penalty: 4739.698242
	Iteration 34Q: 3 clusters Score -1511653 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1511673.125000 Penalty: 4739.698242
	Iteration 35Q: 3 clusters Score -1511673 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1511691.625000 Penalty: 4739.698242
	Iteration 36Q: 3 clusters Score -1511692 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1511714.750000 Penalty: 4739.698242
	Iteration 37Q: 3 clusters Score -1511715 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1511735.875000 Penalty: 4739.698242
	Iteration 38Q: 3 clusters Score -1511736 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1511749.125000 Penalty: 4739.698242
	Iteration 39Q: 3 clusters Score -1511749 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1511760.125000 Penalty: 4739.698242
	Iteration 40F: 3 clusters Score -1511760 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1511778.375000 Penalty: 4739.698242
	Iteration 41Q: 3 clusters Score -1511778 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1511796.750000 Penalty: 4739.698242
	Iteration 42Q: 3 clusters Score -1511797 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1511815.875000 Penalty: 4739.698242
	Iteration 43Q: 3 clusters Score -1511816 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1511837.000000 Penalty: 4739.698242
	Iteration 44Q: 3 clusters Score -1511837 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1511872.125000 Penalty: 4739.698242
	Iteration 45Q: 3 clusters Score -1511872 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1511904.875000 Penalty: 4739.698242
	Iteration 46Q: 3 clusters Score -1511905 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1511922.875000 Penalty: 4739.698242
	Iteration 47Q: 3 clusters Score -1511923 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1511947.375000 Penalty: 4739.698242
	Iteration 48Q: 3 clusters Score -1511947 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1511959.125000 Penalty: 4739.698242
	Iteration 49Q: 3 clusters Score -1511959 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1511984.500000 Penalty: 4739.698242
	Iteration 50Q: 3 clusters Score -1511984 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1512018.250000 Penalty: 4739.698242
	Iteration 51Q: 3 clusters Score -1512018 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1512043.750000 Penalty: 4739.698242
	Iteration 52Q: 3 clusters Score -1512044 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1512073.750000 Penalty: 4739.698242
	Iteration 53Q: 3 clusters Score -1512074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1512085.125000 Penalty: 4739.698242
	Iteration 54Q: 3 clusters Score -1512085 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1512102.875000 Penalty: 4739.698242
	Iteration 55Q: 3 clusters Score -1512103 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1512118.875000 Penalty: 4739.698242
	Iteration 56Q: 3 clusters Score -1512119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1512122.500000 Penalty: 4739.698242
	Iteration 57Q: 3 clusters Score -1512122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1512128.875000 Penalty: 4739.698242
	Iteration 58Q: 3 clusters Score -1512129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1512136.250000 Penalty: 4739.698242
	Iteration 59Q: 3 clusters Score -1512136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1512143.750000 Penalty: 4739.698242
	Iteration 60F: 3 clusters Score -1512144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1512147.875000 Penalty: 4739.698242
	Iteration 61Q: 3 clusters Score -1512148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1512149.125000 Penalty: 4739.698242
	Iteration 62Q: 3 clusters Score -1512149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1512151.750000 Penalty: 4739.698242
	Iteration 63Q: 3 clusters Score -1512152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1512154.750000 Penalty: 4739.698242
	Iteration 64Q: 3 clusters Score -1512155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1512156.125000 Penalty: 4739.698242
	Iteration 65Q: 3 clusters Score -1512156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1512160.250000 Penalty: 4739.698242
	Iteration 66Q: 3 clusters Score -1512160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1512171.750000 Penalty: 4739.698242
	Iteration 67Q: 3 clusters Score -1512172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1512174.125000 Penalty: 4739.698242
	Iteration 68Q: 3 clusters Score -1512174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1512173.250000 Penalty: 4739.698242
	Iteration 69Q: 3 clusters Score -1512173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1512173.250000 Penalty: 4739.698242
	Iteration 70F: 3 clusters Score -1512173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (5236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Entering Unmasked Estep 
Score: -552508.125000 Penalty: 2123.701660
	Iteration 0F: 2 clusters Score -552508.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -547830.312500 Penalty: 4247.403320
	Iteration 0F: 3 clusters Score -547830.3 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -549002.437500 Penalty: 4247.403320
	Iteration 1F: 3 clusters Score -549002.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -549208.062500 Penalty: 4247.403320
	Iteration 2F: 3 clusters Score -549208.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -549354.250000 Penalty: 4247.403320
	Iteration 3Q: 3 clusters Score -549354.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -549491.375000 Penalty: 4247.403320
	Iteration 4Q: 3 clusters Score -549491.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -549647.812500 Penalty: 4247.403320
	Iteration 5Q: 3 clusters Score -549647.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -549845.125000 Penalty: 4247.403320
	Iteration 6Q: 3 clusters Score -549845.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -550093.875000 Penalty: 4247.403320
	Iteration 7Q: 3 clusters Score -550093.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -550394.000000 Penalty: 4247.403320
	Iteration 8Q: 3 clusters Score -550394 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -550875.375000 Penalty: 4247.403320
	Iteration 9F: 3 clusters Score -550875.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -551674.937500 Penalty: 4247.403320
	Iteration 10F: 3 clusters Score -551674.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -552697.312500 Penalty: 4247.403320
	Iteration 11F: 3 clusters Score -552697.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -553211.437500 Penalty: 4247.403320
	Iteration 12F: 3 clusters Score -553211.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -553519.312500 Penalty: 4247.403320
	Iteration 13Q: 3 clusters Score -553519.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -553734.687500 Penalty: 4247.403320
	Iteration 14Q: 3 clusters Score -553734.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -553859.875000 Penalty: 4247.403320
	Iteration 15Q: 3 clusters Score -553859.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -553947.687500 Penalty: 4247.403320
	Iteration 16Q: 3 clusters Score -553947.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -553982.812500 Penalty: 4247.403320
	Iteration 17Q: 3 clusters Score -553982.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -553997.625000 Penalty: 4247.403320
	Iteration 18Q: 3 clusters Score -553997.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -554006.250000 Penalty: 4247.403320
	Iteration 19Q: 3 clusters Score -554006.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -554009.312500 Penalty: 4247.403320
	Iteration 20F: 3 clusters Score -554009.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -554010.437500 Penalty: 4247.403320
	Iteration 21Q: 3 clusters Score -554010.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -554012.062500 Penalty: 4247.403320
	Iteration 22Q: 3 clusters Score -554012.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -554012.062500 Penalty: 4247.403320
	Iteration 23F: 3 clusters Score -554012.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 161342 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 15005 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 18787 members 
Mstep: Class 6 contains 72560 members 
Mstep: Class 7 contains 8465 members 
Mstep: Class 8 contains 1399 members 
Mstep: Class 9 contains 181601 members 
Mstep: Class 10 contains 12662 members 
Mstep: Class 11 contains 53086 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6111 members 
Mstep: Class 14 contains 62310 members 
Mstep: Class 15 contains 12981 members 
Mstep: Class 16 contains 40680 members 
Mstep: Class 17 contains 26448 members 
Mstep: Class 18 contains 101883 members 
Mstep: Class 19 contains 2554 members 
Mstep: Class 20 contains 6025 members 
Mstep: Class 21 contains 39515 members 
Mstep: Class 22 contains 1371 members 
Mstep: Class 23 contains 3095 members 
Mstep: Class 24 contains 8771 members 
Mstep: Class 25 contains 4721 members 
Mstep: Class 26 contains 3804 members 
Mstep: Class 27 contains 2140 members 
Mstep: Class 28 contains 17339 members 
Mstep: Class 29 contains 26051 members 
Mstep: Class 30 contains 3481 members 
Mstep: Class 31 contains 13795 members 
Mstep: Class 32 contains 7851 members 
Mstep: Class 33 contains 63525 members 
Mstep: Class 34 contains 26545 members 
Mstep: Class 35 contains 17296 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17729 members 
Mstep: Class 38 contains 1815 members 
Mstep: Class 39 contains 2444 members 
Mstep: Class 40 contains 594 members 
Mstep: Class 41 contains 1345 members 
Mstep: Class 42 contains 1469 members 
Mstep: Class 43 contains 7124 members 
Mstep: Class 44 contains 3321 members 
Mstep: Class 45 contains 14127 members 
Mstep: Class 46 contains 3201 members 
Mstep: Class 47 contains 13784 members 
Mstep: Class 48 contains 2638 members 
Mstep: Class 49 contains 1783 members 
Mstep: Class 50 contains 2035 members 
Entering Unmasked Estep 
Score: -115164816.000000 Penalty: 172543.734375
Splitting cluster 46 changes total score from -115161472.000000 to -115164816.000000
So it's getting split into cluster 50.
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 161342 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 15005 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 18787 members 
Mstep: Class 6 contains 72560 members 
Mstep: Class 7 contains 8465 members 
Mstep: Class 8 contains 1399 members 
Mstep: Class 9 contains 181601 members 
Mstep: Class 10 contains 12662 members 
Mstep: Class 11 contains 53086 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6111 members 
Mstep: Class 14 contains 62310 members 
Mstep: Class 15 contains 12981 members 
Mstep: Class 16 contains 40680 members 
Mstep: Class 17 contains 26448 members 
Mstep: Class 18 contains 101883 members 
Mstep: Class 19 contains 2554 members 
Mstep: Class 20 contains 6025 members 
Mstep: Class 21 contains 39515 members 
Mstep: Class 22 contains 1371 members 
Mstep: Class 23 contains 3095 members 
Mstep: Class 24 contains 8771 members 
Mstep: Class 25 contains 4721 members 
Mstep: Class 26 contains 3804 members 
Mstep: Class 27 contains 2140 members 
Mstep: Class 28 contains 17339 members 
Mstep: Class 29 contains 26051 members 
Mstep: Class 30 contains 3481 members 
Mstep: Class 31 contains 13795 members 
Mstep: Class 32 contains 7851 members 
Mstep: Class 33 contains 63525 members 
Mstep: Class 34 contains 26545 members 
Mstep: Class 35 contains 17296 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17729 members 
Mstep: Class 38 contains 1815 members 
Mstep: Class 39 contains 2444 members 
Mstep: Class 40 contains 594 members 
Mstep: Class 41 contains 1345 members 
Mstep: Class 42 contains 1469 members 
Mstep: Class 43 contains 7124 members 
Mstep: Class 44 contains 3321 members 
Mstep: Class 45 contains 14127 members 
Mstep: Class 46 contains 3201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115166632.000000 Penalty: 172543.734375
Iteration 119Q: 51 clusters Score -1.151666e+08 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 161444 members 
Mstep: Class 2 contains 2107 members 
Mstep: Class 3 contains 14992 members 
Mstep: Class 4 contains 1475 members 
Mstep: Class 5 contains 18872 members 
Mstep: Class 6 contains 72546 members 
Mstep: Class 7 contains 8418 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 181628 members 
Mstep: Class 10 contains 12679 members 
Mstep: Class 11 contains 53124 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 6132 members 
Mstep: Class 14 contains 62153 members 
Mstep: Class 15 contains 12978 members 
Mstep: Class 16 contains 40794 members 
Mstep: Class 17 contains 26414 members 
Mstep: Class 18 contains 101879 members 
Mstep: Class 19 contains 2589 members 
Mstep: Class 20 contains 6107 members 
Mstep: Class 21 contains 39548 members 
Mstep: Class 22 contains 1370 members 
Mstep: Class 23 contains 3100 members 
Mstep: Class 24 contains 8517 members 
Mstep: Class 25 contains 4698 members 
Mstep: Class 26 contains 3800 members 
Mstep: Class 27 contains 2140 members 
Mstep: Class 28 contains 17248 members 
Mstep: Class 29 contains 25986 members 
Mstep: Class 30 contains 3419 members 
Mstep: Class 31 contains 13787 members 
Mstep: Class 32 contains 7938 members 
Mstep: Class 33 contains 63785 members 
Mstep: Class 34 contains 26535 members 
Mstep: Class 35 contains 17306 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17737 members 
Mstep: Class 38 contains 1827 members 
Mstep: Class 39 contains 2444 members 
Mstep: Class 40 contains 594 members 
Mstep: Class 41 contains 1387 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 7616 members 
Mstep: Class 44 contains 3435 members 
Mstep: Class 45 contains 14044 members 
Mstep: Class 46 contains 3213 members 
Mstep: Class 47 contains 13270 members 
Mstep: Class 48 contains 2581 members 
Mstep: Class 49 contains 1672 members 
Mstep: Class 50 contains 1951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115168752.000000 Penalty: 172543.734375
Iteration 120F: 51 clusters Score -1.151688e+08 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 161482 members 
Mstep: Class 2 contains 2135 members 
Mstep: Class 3 contains 14931 members 
Mstep: Class 4 contains 1473 members 
Mstep: Class 5 contains 18940 members 
Mstep: Class 6 contains 72535 members 
Mstep: Class 7 contains 8364 members 
Mstep: Class 8 contains 1365 members 
Mstep: Class 9 contains 181627 members 
Mstep: Class 10 contains 12686 members 
Mstep: Class 11 contains 53137 members 
Mstep: Class 12 contains 3094 members 
Mstep: Class 13 contains 6042 members 
Mstep: Class 14 contains 61919 members 
Mstep: Class 15 contains 12973 members 
Mstep: Class 16 contains 40672 members 
Mstep: Class 17 contains 26334 members 
Mstep: Class 18 contains 101874 members 
Mstep: Class 19 contains 2604 members 
Mstep: Class 20 contains 5962 members 
Mstep: Class 21 contains 39554 members 
Mstep: Class 22 contains 1368 members 
Mstep: Class 23 contains 3103 members 
Mstep: Class 24 contains 8340 members 
Mstep: Class 25 contains 4665 members 
Mstep: Class 26 contains 3794 members 
Mstep: Class 27 contains 2140 members 
Mstep: Class 28 contains 17101 members 
Mstep: Class 29 contains 25864 members 
Mstep: Class 30 contains 3372 members 
Mstep: Class 31 contains 13774 members 
Mstep: Class 32 contains 7951 members 
Mstep: Class 33 contains 64006 members 
Mstep: Class 34 contains 26530 members 
Mstep: Class 35 contains 17097 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17738 members 
Mstep: Class 38 contains 1807 members 
Mstep: Class 39 contains 2442 members 
Mstep: Class 40 contains 594 members 
Mstep: Class 41 contains 1414 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 7997 members 
Mstep: Class 44 contains 3487 members 
Mstep: Class 45 contains 13970 members 
Mstep: Class 46 contains 3196 members 
Mstep: Class 47 contains 13922 members 
Mstep: Class 48 contains 2743 members 
Mstep: Class 49 contains 1659 members 
Mstep: Class 50 contains 1997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115169952.000000 Penalty: 172543.734375
Iteration 121Q: 51 clusters Score -1.1517e+08 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 161481 members 
Mstep: Class 2 contains 2184 members 
Mstep: Class 3 contains 14878 members 
Mstep: Class 4 contains 1472 members 
Mstep: Class 5 contains 19024 members 
Mstep: Class 6 contains 72525 members 
Mstep: Class 7 contains 8335 members 
Mstep: Class 8 contains 1361 members 
Mstep: Class 9 contains 181644 members 
Mstep: Class 10 contains 12692 members 
Mstep: Class 11 contains 53184 members 
Mstep: Class 12 contains 3086 members 
Mstep: Class 13 contains 5976 members 
Mstep: Class 14 contains 61739 members 
Mstep: Class 15 contains 12961 members 
Mstep: Class 16 contains 40597 members 
Mstep: Class 17 contains 26249 members 
Mstep: Class 18 contains 101862 members 
Mstep: Class 19 contains 2615 members 
Mstep: Class 20 contains 5871 members 
Mstep: Class 21 contains 39575 members 
Mstep: Class 22 contains 1369 members 
Mstep: Class 23 contains 3101 members 
Mstep: Class 24 contains 8194 members 
Mstep: Class 25 contains 4642 members 
Mstep: Class 26 contains 3786 members 
Mstep: Class 27 contains 2141 members 
Mstep: Class 28 contains 16960 members 
Mstep: Class 29 contains 25723 members 
Mstep: Class 30 contains 3340 members 
Mstep: Class 31 contains 13758 members 
Mstep: Class 32 contains 7967 members 
Mstep: Class 33 contains 64209 members 
Mstep: Class 34 contains 26525 members 
Mstep: Class 35 contains 16894 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17746 members 
Mstep: Class 38 contains 1795 members 
Mstep: Class 39 contains 2443 members 
Mstep: Class 40 contains 593 members 
Mstep: Class 41 contains 1442 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 8316 members 
Mstep: Class 44 contains 3513 members 
Mstep: Class 45 contains 13922 members 
Mstep: Class 46 contains 3188 members 
Mstep: Class 47 contains 14385 members 
Mstep: Class 48 contains 2860 members 
Mstep: Class 49 contains 1646 members 
Mstep: Class 50 contains 2005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115170760.000000 Penalty: 172543.734375
Iteration 122Q: 51 clusters Score -1.151708e+08 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 161436 members 
Mstep: Class 2 contains 2232 members 
Mstep: Class 3 contains 14843 members 
Mstep: Class 4 contains 1472 members 
Mstep: Class 5 contains 19117 members 
Mstep: Class 6 contains 72510 members 
Mstep: Class 7 contains 8295 members 
Mstep: Class 8 contains 1362 members 
Mstep: Class 9 contains 181653 members 
Mstep: Class 10 contains 12698 members 
Mstep: Class 11 contains 53236 members 
Mstep: Class 12 contains 3079 members 
Mstep: Class 13 contains 5932 members 
Mstep: Class 14 contains 61550 members 
Mstep: Class 15 contains 12960 members 
Mstep: Class 16 contains 40522 members 
Mstep: Class 17 contains 26170 members 
Mstep: Class 18 contains 101834 members 
Mstep: Class 19 contains 2631 members 
Mstep: Class 20 contains 5819 members 
Mstep: Class 21 contains 39611 members 
Mstep: Class 22 contains 1369 members 
Mstep: Class 23 contains 3099 members 
Mstep: Class 24 contains 8127 members 
Mstep: Class 25 contains 4634 members 
Mstep: Class 26 contains 3778 members 
Mstep: Class 27 contains 2141 members 
Mstep: Class 28 contains 16820 members 
Mstep: Class 29 contains 25570 members 
Mstep: Class 30 contains 3317 members 
Mstep: Class 31 contains 13744 members 
Mstep: Class 32 contains 7982 members 
Mstep: Class 33 contains 64436 members 
Mstep: Class 34 contains 26504 members 
Mstep: Class 35 contains 16714 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17749 members 
Mstep: Class 38 contains 1791 members 
Mstep: Class 39 contains 2441 members 
Mstep: Class 40 contains 593 members 
Mstep: Class 41 contains 1469 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 8537 members 
Mstep: Class 44 contains 3524 members 
Mstep: Class 45 contains 13895 members 
Mstep: Class 46 contains 3188 members 
Mstep: Class 47 contains 14804 members 
Mstep: Class 48 contains 2944 members 
Mstep: Class 49 contains 1637 members 
Mstep: Class 50 contains 2005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115171648.000000 Penalty: 172543.734375
Iteration 123Q: 51 clusters Score -1.151716e+08 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 161368 members 
Mstep: Class 2 contains 2270 members 
Mstep: Class 3 contains 14796 members 
Mstep: Class 4 contains 1472 members 
Mstep: Class 5 contains 19192 members 
Mstep: Class 6 contains 72489 members 
Mstep: Class 7 contains 8282 members 
Mstep: Class 8 contains 1367 members 
Mstep: Class 9 contains 181664 members 
Mstep: Class 10 contains 12709 members 
Mstep: Class 11 contains 53288 members 
Mstep: Class 12 contains 3072 members 
Mstep: Class 13 contains 5903 members 
Mstep: Class 14 contains 61336 members 
Mstep: Class 15 contains 12953 members 
Mstep: Class 16 contains 40469 members 
Mstep: Class 17 contains 26108 members 
Mstep: Class 18 contains 101805 members 
Mstep: Class 19 contains 2641 members 
Mstep: Class 20 contains 5774 members 
Mstep: Class 21 contains 39627 members 
Mstep: Class 22 contains 1369 members 
Mstep: Class 23 contains 3098 members 
Mstep: Class 24 contains 8096 members 
Mstep: Class 25 contains 4621 members 
Mstep: Class 26 contains 3773 members 
Mstep: Class 27 contains 2143 members 
Mstep: Class 28 contains 16665 members 
Mstep: Class 29 contains 25431 members 
Mstep: Class 30 contains 3294 members 
Mstep: Class 31 contains 13737 members 
Mstep: Class 32 contains 7993 members 
Mstep: Class 33 contains 64634 members 
Mstep: Class 34 contains 26502 members 
Mstep: Class 35 contains 16562 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17782 members 
Mstep: Class 38 contains 1789 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 593 members 
Mstep: Class 41 contains 1488 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 8738 members 
Mstep: Class 44 contains 3524 members 
Mstep: Class 45 contains 13866 members 
Mstep: Class 46 contains 3182 members 
Mstep: Class 47 contains 15211 members 
Mstep: Class 48 contains 3018 members 
Mstep: Class 49 contains 1638 members 
Mstep: Class 50 contains 2002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115171776.000000 Penalty: 172543.734375
Iteration 124Q: 51 clusters Score -1.151718e+08 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 161268 members 
Mstep: Class 2 contains 2303 members 
Mstep: Class 3 contains 14764 members 
Mstep: Class 4 contains 1472 members 
Mstep: Class 5 contains 19255 members 
Mstep: Class 6 contains 72474 members 
Mstep: Class 7 contains 8283 members 
Mstep: Class 8 contains 1374 members 
Mstep: Class 9 contains 181650 members 
Mstep: Class 10 contains 12716 members 
Mstep: Class 11 contains 53317 members 
Mstep: Class 12 contains 3071 members 
Mstep: Class 13 contains 5878 members 
Mstep: Class 14 contains 61176 members 
Mstep: Class 15 contains 12938 members 
Mstep: Class 16 contains 40467 members 
Mstep: Class 17 contains 26059 members 
Mstep: Class 18 contains 101772 members 
Mstep: Class 19 contains 2659 members 
Mstep: Class 20 contains 5749 members 
Mstep: Class 21 contains 39639 members 
Mstep: Class 22 contains 1368 members 
Mstep: Class 23 contains 3099 members 
Mstep: Class 24 contains 8072 members 
Mstep: Class 25 contains 4613 members 
Mstep: Class 26 contains 3772 members 
Mstep: Class 27 contains 2144 members 
Mstep: Class 28 contains 16512 members 
Mstep: Class 29 contains 25308 members 
Mstep: Class 30 contains 3277 members 
Mstep: Class 31 contains 13733 members 
Mstep: Class 32 contains 8003 members 
Mstep: Class 33 contains 64855 members 
Mstep: Class 34 contains 26493 members 
Mstep: Class 35 contains 16435 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17796 members 
Mstep: Class 38 contains 1787 members 
Mstep: Class 39 contains 2438 members 
Mstep: Class 40 contains 593 members 
Mstep: Class 41 contains 1496 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 8907 members 
Mstep: Class 44 contains 3528 members 
Mstep: Class 45 contains 13841 members 
Mstep: Class 46 contains 3179 members 
Mstep: Class 47 contains 15514 members 
Mstep: Class 48 contains 3088 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 2002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115172376.000000 Penalty: 172543.734375
Iteration 125Q: 51 clusters Score -1.151724e+08 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 161178 members 
Mstep: Class 2 contains 2339 members 
Mstep: Class 3 contains 14721 members 
Mstep: Class 4 contains 1472 members 
Mstep: Class 5 contains 19289 members 
Mstep: Class 6 contains 72475 members 
Mstep: Class 7 contains 8307 members 
Mstep: Class 8 contains 1385 members 
Mstep: Class 9 contains 181656 members 
Mstep: Class 10 contains 12724 members 
Mstep: Class 11 contains 53357 members 
Mstep: Class 12 contains 3069 members 
Mstep: Class 13 contains 5864 members 
Mstep: Class 14 contains 61044 members 
Mstep: Class 15 contains 12917 members 
Mstep: Class 16 contains 40465 members 
Mstep: Class 17 contains 26007 members 
Mstep: Class 18 contains 101735 members 
Mstep: Class 19 contains 2675 members 
Mstep: Class 20 contains 5736 members 
Mstep: Class 21 contains 39663 members 
Mstep: Class 22 contains 1369 members 
Mstep: Class 23 contains 3099 members 
Mstep: Class 24 contains 8068 members 
Mstep: Class 25 contains 4607 members 
Mstep: Class 26 contains 3770 members 
Mstep: Class 27 contains 2145 members 
Mstep: Class 28 contains 16382 members 
Mstep: Class 29 contains 25179 members 
Mstep: Class 30 contains 3262 members 
Mstep: Class 31 contains 13722 members 
Mstep: Class 32 contains 8015 members 
Mstep: Class 33 contains 65012 members 
Mstep: Class 34 contains 26490 members 
Mstep: Class 35 contains 16310 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17810 members 
Mstep: Class 38 contains 1786 members 
Mstep: Class 39 contains 2438 members 
Mstep: Class 40 contains 593 members 
Mstep: Class 41 contains 1503 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 9075 members 
Mstep: Class 44 contains 3527 members 
Mstep: Class 45 contains 13820 members 
Mstep: Class 46 contains 3179 members 
Mstep: Class 47 contains 15762 members 
Mstep: Class 48 contains 3138 members 
Mstep: Class 49 contains 1635 members 
Mstep: Class 50 contains 1999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115172680.000000 Penalty: 172543.734375
Iteration 126Q: 51 clusters Score -1.151727e+08 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 161082 members 
Mstep: Class 2 contains 2366 members 
Mstep: Class 3 contains 14691 members 
Mstep: Class 4 contains 1471 members 
Mstep: Class 5 contains 19340 members 
Mstep: Class 6 contains 72477 members 
Mstep: Class 7 contains 8312 members 
Mstep: Class 8 contains 1391 members 
Mstep: Class 9 contains 181649 members 
Mstep: Class 10 contains 12730 members 
Mstep: Class 11 contains 53404 members 
Mstep: Class 12 contains 3060 members 
Mstep: Class 13 contains 5854 members 
Mstep: Class 14 contains 60897 members 
Mstep: Class 15 contains 12899 members 
Mstep: Class 16 contains 40459 members 
Mstep: Class 17 contains 25952 members 
Mstep: Class 18 contains 101711 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 5722 members 
Mstep: Class 21 contains 39683 members 
Mstep: Class 22 contains 1369 members 
Mstep: Class 23 contains 3100 members 
Mstep: Class 24 contains 8079 members 
Mstep: Class 25 contains 4601 members 
Mstep: Class 26 contains 3770 members 
Mstep: Class 27 contains 2147 members 
Mstep: Class 28 contains 16276 members 
Mstep: Class 29 contains 25070 members 
Mstep: Class 30 contains 3247 members 
Mstep: Class 31 contains 13711 members 
Mstep: Class 32 contains 8018 members 
Mstep: Class 33 contains 65157 members 
Mstep: Class 34 contains 26483 members 
Mstep: Class 35 contains 16205 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17828 members 
Mstep: Class 38 contains 1786 members 
Mstep: Class 39 contains 2438 members 
Mstep: Class 40 contains 593 members 
Mstep: Class 41 contains 1509 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 9232 members 
Mstep: Class 44 contains 3528 members 
Mstep: Class 45 contains 13804 members 
Mstep: Class 46 contains 3181 members 
Mstep: Class 47 contains 15991 members 
Mstep: Class 48 contains 3181 members 
Mstep: Class 49 contains 1633 members 
Mstep: Class 50 contains 1998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115172872.000000 Penalty: 172543.734375
Iteration 127Q: 51 clusters Score -1.151729e+08 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 160980 members 
Mstep: Class 2 contains 2390 members 
Mstep: Class 3 contains 14662 members 
Mstep: Class 4 contains 1471 members 
Mstep: Class 5 contains 19394 members 
Mstep: Class 6 contains 72470 members 
Mstep: Class 7 contains 8349 members 
Mstep: Class 8 contains 1399 members 
Mstep: Class 9 contains 181625 members 
Mstep: Class 10 contains 12736 members 
Mstep: Class 11 contains 53470 members 
Mstep: Class 12 contains 3050 members 
Mstep: Class 13 contains 5848 members 
Mstep: Class 14 contains 60752 members 
Mstep: Class 15 contains 12878 members 
Mstep: Class 16 contains 40476 members 
Mstep: Class 17 contains 25906 members 
Mstep: Class 18 contains 101686 members 
Mstep: Class 19 contains 2702 members 
Mstep: Class 20 contains 5713 members 
Mstep: Class 21 contains 39698 members 
Mstep: Class 22 contains 1369 members 
Mstep: Class 23 contains 3102 members 
Mstep: Class 24 contains 8103 members 
Mstep: Class 25 contains 4601 members 
Mstep: Class 26 contains 3768 members 
Mstep: Class 27 contains 2150 members 
Mstep: Class 28 contains 16179 members 
Mstep: Class 29 contains 24939 members 
Mstep: Class 30 contains 3234 members 
Mstep: Class 31 contains 13691 members 
Mstep: Class 32 contains 8019 members 
Mstep: Class 33 contains 65290 members 
Mstep: Class 34 contains 26462 members 
Mstep: Class 35 contains 16131 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17845 members 
Mstep: Class 38 contains 1785 members 
Mstep: Class 39 contains 2438 members 
Mstep: Class 40 contains 593 members 
Mstep: Class 41 contains 1516 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 9398 members 
Mstep: Class 44 contains 3529 members 
Mstep: Class 45 contains 13790 members 
Mstep: Class 46 contains 3180 members 
Mstep: Class 47 contains 16167 members 
Mstep: Class 48 contains 3207 members 
Mstep: Class 49 contains 1634 members 
Mstep: Class 50 contains 1998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115172936.000000 Penalty: 172543.734375
Iteration 128Q: 51 clusters Score -1.151729e+08 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 160853 members 
Mstep: Class 2 contains 2410 members 
Mstep: Class 3 contains 14642 members 
Mstep: Class 4 contains 1471 members 
Mstep: Class 5 contains 19458 members 
Mstep: Class 6 contains 72465 members 
Mstep: Class 7 contains 8385 members 
Mstep: Class 8 contains 1403 members 
Mstep: Class 9 contains 181616 members 
Mstep: Class 10 contains 12746 members 
Mstep: Class 11 contains 53535 members 
Mstep: Class 12 contains 3034 members 
Mstep: Class 13 contains 5844 members 
Mstep: Class 14 contains 60616 members 
Mstep: Class 15 contains 12859 members 
Mstep: Class 16 contains 40493 members 
Mstep: Class 17 contains 25858 members 
Mstep: Class 18 contains 101654 members 
Mstep: Class 19 contains 2717 members 
Mstep: Class 20 contains 5702 members 
Mstep: Class 21 contains 39722 members 
Mstep: Class 22 contains 1369 members 
Mstep: Class 23 contains 3107 members 
Mstep: Class 24 contains 8158 members 
Mstep: Class 25 contains 4596 members 
Mstep: Class 26 contains 3768 members 
Mstep: Class 27 contains 2153 members 
Mstep: Class 28 contains 16085 members 
Mstep: Class 29 contains 24815 members 
Mstep: Class 30 contains 3227 members 
Mstep: Class 31 contains 13676 members 
Mstep: Class 32 contains 8023 members 
Mstep: Class 33 contains 65400 members 
Mstep: Class 34 contains 26445 members 
Mstep: Class 35 contains 16041 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17858 members 
Mstep: Class 38 contains 1785 members 
Mstep: Class 39 contains 2438 members 
Mstep: Class 40 contains 593 members 
Mstep: Class 41 contains 1523 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 9546 members 
Mstep: Class 44 contains 3528 members 
Mstep: Class 45 contains 13776 members 
Mstep: Class 46 contains 3181 members 
Mstep: Class 47 contains 16338 members 
Mstep: Class 48 contains 3229 members 
Mstep: Class 49 contains 1634 members 
Mstep: Class 50 contains 1998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115173272.000000 Penalty: 172543.734375
Iteration 129Q: 51 clusters Score -1.151733e+08 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 160743 members 
Mstep: Class 2 contains 2424 members 
Mstep: Class 3 contains 14611 members 
Mstep: Class 4 contains 1471 members 
Mstep: Class 5 contains 19526 members 
Mstep: Class 6 contains 72454 members 
Mstep: Class 7 contains 8419 members 
Mstep: Class 8 contains 1405 members 
Mstep: Class 9 contains 181611 members 
Mstep: Class 10 contains 12749 members 
Mstep: Class 11 contains 53590 members 
Mstep: Class 12 contains 3029 members 
Mstep: Class 13 contains 5839 members 
Mstep: Class 14 contains 60463 members 
Mstep: Class 15 contains 12838 members 
Mstep: Class 16 contains 40496 members 
Mstep: Class 17 contains 25805 members 
Mstep: Class 18 contains 101625 members 
Mstep: Class 19 contains 2722 members 
Mstep: Class 20 contains 5696 members 
Mstep: Class 21 contains 39725 members 
Mstep: Class 22 contains 1370 members 
Mstep: Class 23 contains 3111 members 
Mstep: Class 24 contains 8213 members 
Mstep: Class 25 contains 4589 members 
Mstep: Class 26 contains 3768 members 
Mstep: Class 27 contains 2155 members 
Mstep: Class 28 contains 15994 members 
Mstep: Class 29 contains 24689 members 
Mstep: Class 30 contains 3223 members 
Mstep: Class 31 contains 13655 members 
Mstep: Class 32 contains 8027 members 
Mstep: Class 33 contains 65537 members 
Mstep: Class 34 contains 26445 members 
Mstep: Class 35 contains 15991 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17874 members 
Mstep: Class 38 contains 1785 members 
Mstep: Class 39 contains 2438 members 
Mstep: Class 40 contains 593 members 
Mstep: Class 41 contains 1527 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 9694 members 
Mstep: Class 44 contains 3531 members 
Mstep: Class 45 contains 13760 members 
Mstep: Class 46 contains 3181 members 
Mstep: Class 47 contains 16503 members 
Mstep: Class 48 contains 3247 members 
Mstep: Class 49 contains 1634 members 
Mstep: Class 50 contains 1998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115173480.000000 Penalty: 172543.734375
Iteration 130Q: 51 clusters Score -1.151735e+08 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 160638 members 
Mstep: Class 2 contains 2439 members 
Mstep: Class 3 contains 14583 members 
Mstep: Class 4 contains 1471 members 
Mstep: Class 5 contains 19588 members 
Mstep: Class 6 contains 72455 members 
Mstep: Class 7 contains 8452 members 
Mstep: Class 8 contains 1409 members 
Mstep: Class 9 contains 181592 members 
Mstep: Class 10 contains 12747 members 
Mstep: Class 11 contains 53646 members 
Mstep: Class 12 contains 3027 members 
Mstep: Class 13 contains 5836 members 
Mstep: Class 14 contains 60332 members 
Mstep: Class 15 contains 12815 members 
Mstep: Class 16 contains 40505 members 
Mstep: Class 17 contains 25757 members 
Mstep: Class 18 contains 101612 members 
Mstep: Class 19 contains 2729 members 
Mstep: Class 20 contains 5690 members 
Mstep: Class 21 contains 39722 members 
Mstep: Class 22 contains 1370 members 
Mstep: Class 23 contains 3114 members 
Mstep: Class 24 contains 8260 members 
Mstep: Class 25 contains 4586 members 
Mstep: Class 26 contains 3768 members 
Mstep: Class 27 contains 2160 members 
Mstep: Class 28 contains 15913 members 
Mstep: Class 29 contains 24597 members 
Mstep: Class 30 contains 3217 members 
Mstep: Class 31 contains 13648 members 
Mstep: Class 32 contains 8030 members 
Mstep: Class 33 contains 65639 members 
Mstep: Class 34 contains 26443 members 
Mstep: Class 35 contains 15922 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17882 members 
Mstep: Class 38 contains 1785 members 
Mstep: Class 39 contains 2438 members 
Mstep: Class 40 contains 593 members 
Mstep: Class 41 contains 1528 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 9830 members 
Mstep: Class 44 contains 3533 members 
Mstep: Class 45 contains 13751 members 
Mstep: Class 46 contains 3182 members 
Mstep: Class 47 contains 16649 members 
Mstep: Class 48 contains 3258 members 
Mstep: Class 49 contains 1634 members 
Mstep: Class 50 contains 1998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115173616.000000 Penalty: 172543.734375
Iteration 131Q: 51 clusters Score -1.151736e+08 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 160529 members 
Mstep: Class 2 contains 2454 members 
Mstep: Class 3 contains 14538 members 
Mstep: Class 4 contains 1471 members 
Mstep: Class 5 contains 19668 members 
Mstep: Class 6 contains 72453 members 
Mstep: Class 7 contains 8499 members 
Mstep: Class 8 contains 1418 members 
Mstep: Class 9 contains 181571 members 
Mstep: Class 10 contains 12744 members 
Mstep: Class 11 contains 53713 members 
Mstep: Class 12 contains 3021 members 
Mstep: Class 13 contains 5831 members 
Mstep: Class 14 contains 60168 members 
Mstep: Class 15 contains 12805 members 
Mstep: Class 16 contains 40512 members 
Mstep: Class 17 contains 25720 members 
Mstep: Class 18 contains 101599 members 
Mstep: Class 19 contains 2748 members 
Mstep: Class 20 contains 5686 members 
Mstep: Class 21 contains 39722 members 
Mstep: Class 22 contains 1370 members 
Mstep: Class 23 contains 3116 members 
Mstep: Class 24 contains 8295 members 
Mstep: Class 25 contains 4581 members 
Mstep: Class 26 contains 3767 members 
Mstep: Class 27 contains 2161 members 
Mstep: Class 28 contains 15839 members 
Mstep: Class 29 contains 24471 members 
Mstep: Class 30 contains 3206 members 
Mstep: Class 31 contains 13639 members 
Mstep: Class 32 contains 8028 members 
Mstep: Class 33 contains 65743 members 
Mstep: Class 34 contains 26442 members 
Mstep: Class 35 contains 15897 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17887 members 
Mstep: Class 38 contains 1785 members 
Mstep: Class 39 contains 2438 members 
Mstep: Class 40 contains 593 members 
Mstep: Class 41 contains 1528 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 9969 members 
Mstep: Class 44 contains 3535 members 
Mstep: Class 45 contains 13748 members 
Mstep: Class 46 contains 3183 members 
Mstep: Class 47 contains 16788 members 
Mstep: Class 48 contains 3262 members 
Mstep: Class 49 contains 1634 members 
Mstep: Class 50 contains 1998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115173816.000000 Penalty: 172543.734375
Iteration 132Q: 51 clusters Score -1.151738e+08 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 160421 members 
Mstep: Class 2 contains 2469 members 
Mstep: Class 3 contains 14501 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 19726 members 
Mstep: Class 6 contains 72451 members 
Mstep: Class 7 contains 8544 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 181548 members 
Mstep: Class 10 contains 12748 members 
Mstep: Class 11 contains 53763 members 
Mstep: Class 12 contains 3016 members 
Mstep: Class 13 contains 5829 members 
Mstep: Class 14 contains 60029 members 
Mstep: Class 15 contains 12789 members 
Mstep: Class 16 contains 40516 members 
Mstep: Class 17 contains 25703 members 
Mstep: Class 18 contains 101585 members 
Mstep: Class 19 contains 2757 members 
Mstep: Class 20 contains 5684 members 
Mstep: Class 21 contains 39736 members 
Mstep: Class 22 contains 1370 members 
Mstep: Class 23 contains 3119 members 
Mstep: Class 24 contains 8322 members 
Mstep: Class 25 contains 4575 members 
Mstep: Class 26 contains 3766 members 
Mstep: Class 27 contains 2164 members 
Mstep: Class 28 contains 15788 members 
Mstep: Class 29 contains 24365 members 
Mstep: Class 30 contains 3199 members 
Mstep: Class 31 contains 13626 members 
Mstep: Class 32 contains 8030 members 
Mstep: Class 33 contains 65832 members 
Mstep: Class 34 contains 26432 members 
Mstep: Class 35 contains 15879 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17894 members 
Mstep: Class 38 contains 1787 members 
Mstep: Class 39 contains 2438 members 
Mstep: Class 40 contains 593 members 
Mstep: Class 41 contains 1529 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 10102 members 
Mstep: Class 44 contains 3534 members 
Mstep: Class 45 contains 13742 members 
Mstep: Class 46 contains 3184 members 
Mstep: Class 47 contains 16893 members 
Mstep: Class 48 contains 3270 members 
Mstep: Class 49 contains 1635 members 
Mstep: Class 50 contains 1998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115173888.000000 Penalty: 172543.734375
Iteration 133Q: 51 clusters Score -1.151739e+08 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 160303 members 
Mstep: Class 2 contains 2484 members 
Mstep: Class 3 contains 14469 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 19809 members 
Mstep: Class 6 contains 72454 members 
Mstep: Class 7 contains 8588 members 
Mstep: Class 8 contains 1428 members 
Mstep: Class 9 contains 181545 members 
Mstep: Class 10 contains 12761 members 
Mstep: Class 11 contains 53814 members 
Mstep: Class 12 contains 3012 members 
Mstep: Class 13 contains 5827 members 
Mstep: Class 14 contains 59854 members 
Mstep: Class 15 contains 12771 members 
Mstep: Class 16 contains 40520 members 
Mstep: Class 17 contains 25672 members 
Mstep: Class 18 contains 101558 members 
Mstep: Class 19 contains 2766 members 
Mstep: Class 20 contains 5683 members 
Mstep: Class 21 contains 39762 members 
Mstep: Class 22 contains 1370 members 
Mstep: Class 23 contains 3120 members 
Mstep: Class 24 contains 8345 members 
Mstep: Class 25 contains 4574 members 
Mstep: Class 26 contains 3766 members 
Mstep: Class 27 contains 2166 members 
Mstep: Class 28 contains 15726 members 
Mstep: Class 29 contains 24273 members 
Mstep: Class 30 contains 3192 members 
Mstep: Class 31 contains 13618 members 
Mstep: Class 32 contains 8030 members 
Mstep: Class 33 contains 65920 members 
Mstep: Class 34 contains 26429 members 
Mstep: Class 35 contains 15852 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17900 members 
Mstep: Class 38 contains 1789 members 
Mstep: Class 39 contains 2438 members 
Mstep: Class 40 contains 593 members 
Mstep: Class 41 contains 1529 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 10232 members 
Mstep: Class 44 contains 3535 members 
Mstep: Class 45 contains 13734 members 
Mstep: Class 46 contains 3184 members 
Mstep: Class 47 contains 16996 members 
Mstep: Class 48 contains 3279 members 
Mstep: Class 49 contains 1635 members 
Mstep: Class 50 contains 1998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115174232.000000 Penalty: 172543.734375
Iteration 134Q: 51 clusters Score -1.151742e+08 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 160197 members 
Mstep: Class 2 contains 2497 members 
Mstep: Class 3 contains 14434 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 19901 members 
Mstep: Class 6 contains 72448 members 
Mstep: Class 7 contains 8619 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 181561 members 
Mstep: Class 10 contains 12772 members 
Mstep: Class 11 contains 53876 members 
Mstep: Class 12 contains 3008 members 
Mstep: Class 13 contains 5827 members 
Mstep: Class 14 contains 59659 members 
Mstep: Class 15 contains 12757 members 
Mstep: Class 16 contains 40518 members 
Mstep: Class 17 contains 25658 members 
Mstep: Class 18 contains 101525 members 
Mstep: Class 19 contains 2778 members 
Mstep: Class 20 contains 5675 members 
Mstep: Class 21 contains 39811 members 
Mstep: Class 22 contains 1370 members 
Mstep: Class 23 contains 3120 members 
Mstep: Class 24 contains 8370 members 
Mstep: Class 25 contains 4569 members 
Mstep: Class 26 contains 3766 members 
Mstep: Class 27 contains 2166 members 
Mstep: Class 28 contains 15671 members 
Mstep: Class 29 contains 24175 members 
Mstep: Class 30 contains 3183 members 
Mstep: Class 31 contains 13608 members 
Mstep: Class 32 contains 8031 members 
Mstep: Class 33 contains 65984 members 
Mstep: Class 34 contains 26422 members 
Mstep: Class 35 contains 15830 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17907 members 
Mstep: Class 38 contains 1790 members 
Mstep: Class 39 contains 2438 members 
Mstep: Class 40 contains 593 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 10353 members 
Mstep: Class 44 contains 3536 members 
Mstep: Class 45 contains 13726 members 
Mstep: Class 46 contains 3184 members 
Mstep: Class 47 contains 17102 members 
Mstep: Class 48 contains 3292 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115174200.000000 Penalty: 172543.734375
Iteration 135Q: 51 clusters Score -1.151742e+08 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 160105 members 
Mstep: Class 2 contains 2508 members 
Mstep: Class 3 contains 14387 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 19975 members 
Mstep: Class 6 contains 72445 members 
Mstep: Class 7 contains 8666 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 181560 members 
Mstep: Class 10 contains 12774 members 
Mstep: Class 11 contains 53941 members 
Mstep: Class 12 contains 3001 members 
Mstep: Class 13 contains 5827 members 
Mstep: Class 14 contains 59485 members 
Mstep: Class 15 contains 12739 members 
Mstep: Class 16 contains 40517 members 
Mstep: Class 17 contains 25642 members 
Mstep: Class 18 contains 101507 members 
Mstep: Class 19 contains 2790 members 
Mstep: Class 20 contains 5667 members 
Mstep: Class 21 contains 39838 members 
Mstep: Class 22 contains 1370 members 
Mstep: Class 23 contains 3121 members 
Mstep: Class 24 contains 8403 members 
Mstep: Class 25 contains 4561 members 
Mstep: Class 26 contains 3766 members 
Mstep: Class 27 contains 2166 members 
Mstep: Class 28 contains 15634 members 
Mstep: Class 29 contains 24101 members 
Mstep: Class 30 contains 3175 members 
Mstep: Class 31 contains 13597 members 
Mstep: Class 32 contains 8030 members 
Mstep: Class 33 contains 66039 members 
Mstep: Class 34 contains 26411 members 
Mstep: Class 35 contains 15806 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17918 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2438 members 
Mstep: Class 40 contains 591 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 10469 members 
Mstep: Class 44 contains 3537 members 
Mstep: Class 45 contains 13714 members 
Mstep: Class 46 contains 3184 members 
Mstep: Class 47 contains 17199 members 
Mstep: Class 48 contains 3308 members 
Mstep: Class 49 contains 1637 members 
Mstep: Class 50 contains 1998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115174176.000000 Penalty: 172543.734375
Iteration 136Q: 51 clusters Score -1.151742e+08 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 160016 members 
Mstep: Class 2 contains 2519 members 
Mstep: Class 3 contains 14345 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 20069 members 
Mstep: Class 6 contains 72444 members 
Mstep: Class 7 contains 8703 members 
Mstep: Class 8 contains 1440 members 
Mstep: Class 9 contains 181566 members 
Mstep: Class 10 contains 12779 members 
Mstep: Class 11 contains 54020 members 
Mstep: Class 12 contains 2995 members 
Mstep: Class 13 contains 5825 members 
Mstep: Class 14 contains 59313 members 
Mstep: Class 15 contains 12727 members 
Mstep: Class 16 contains 40514 members 
Mstep: Class 17 contains 25630 members 
Mstep: Class 18 contains 101495 members 
Mstep: Class 19 contains 2796 members 
Mstep: Class 20 contains 5664 members 
Mstep: Class 21 contains 39853 members 
Mstep: Class 22 contains 1370 members 
Mstep: Class 23 contains 3121 members 
Mstep: Class 24 contains 8420 members 
Mstep: Class 25 contains 4560 members 
Mstep: Class 26 contains 3765 members 
Mstep: Class 27 contains 2166 members 
Mstep: Class 28 contains 15608 members 
Mstep: Class 29 contains 24012 members 
Mstep: Class 30 contains 3169 members 
Mstep: Class 31 contains 13591 members 
Mstep: Class 32 contains 8032 members 
Mstep: Class 33 contains 66095 members 
Mstep: Class 34 contains 26403 members 
Mstep: Class 35 contains 15779 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17917 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2438 members 
Mstep: Class 40 contains 589 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 10575 members 
Mstep: Class 44 contains 3538 members 
Mstep: Class 45 contains 13712 members 
Mstep: Class 46 contains 3184 members 
Mstep: Class 47 contains 17273 members 
Mstep: Class 48 contains 3317 members 
Mstep: Class 49 contains 1637 members 
Mstep: Class 50 contains 1997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115174320.000000 Penalty: 172543.734375
Iteration 137Q: 51 clusters Score -1.151743e+08 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 159937 members 
Mstep: Class 2 contains 2528 members 
Mstep: Class 3 contains 14302 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 20166 members 
Mstep: Class 6 contains 72443 members 
Mstep: Class 7 contains 8740 members 
Mstep: Class 8 contains 1442 members 
Mstep: Class 9 contains 181569 members 
Mstep: Class 10 contains 12782 members 
Mstep: Class 11 contains 54088 members 
Mstep: Class 12 contains 2992 members 
Mstep: Class 13 contains 5825 members 
Mstep: Class 14 contains 59152 members 
Mstep: Class 15 contains 12715 members 
Mstep: Class 16 contains 40524 members 
Mstep: Class 17 contains 25597 members 
Mstep: Class 18 contains 101476 members 
Mstep: Class 19 contains 2805 members 
Mstep: Class 20 contains 5665 members 
Mstep: Class 21 contains 39879 members 
Mstep: Class 22 contains 1370 members 
Mstep: Class 23 contains 3122 members 
Mstep: Class 24 contains 8447 members 
Mstep: Class 25 contains 4560 members 
Mstep: Class 26 contains 3764 members 
Mstep: Class 27 contains 2168 members 
Mstep: Class 28 contains 15570 members 
Mstep: Class 29 contains 23928 members 
Mstep: Class 30 contains 3164 members 
Mstep: Class 31 contains 13583 members 
Mstep: Class 32 contains 8032 members 
Mstep: Class 33 contains 66135 members 
Mstep: Class 34 contains 26392 members 
Mstep: Class 35 contains 15760 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17934 members 
Mstep: Class 38 contains 1793 members 
Mstep: Class 39 contains 2438 members 
Mstep: Class 40 contains 589 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 10674 members 
Mstep: Class 44 contains 3540 members 
Mstep: Class 45 contains 13701 members 
Mstep: Class 46 contains 3184 members 
Mstep: Class 47 contains 17338 members 
Mstep: Class 48 contains 3326 members 
Mstep: Class 49 contains 1637 members 
Mstep: Class 50 contains 1997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115174160.000000 Penalty: 172543.734375
Iteration 138Q: 51 clusters Score -1.151742e+08 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 159857 members 
Mstep: Class 2 contains 2540 members 
Mstep: Class 3 contains 14259 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 20268 members 
Mstep: Class 6 contains 72441 members 
Mstep: Class 7 contains 8784 members 
Mstep: Class 8 contains 1449 members 
Mstep: Class 9 contains 181550 members 
Mstep: Class 10 contains 12784 members 
Mstep: Class 11 contains 54158 members 
Mstep: Class 12 contains 2993 members 
Mstep: Class 13 contains 5825 members 
Mstep: Class 14 contains 59022 members 
Mstep: Class 15 contains 12705 members 
Mstep: Class 16 contains 40542 members 
Mstep: Class 17 contains 25585 members 
Mstep: Class 18 contains 101468 members 
Mstep: Class 19 contains 2803 members 
Mstep: Class 20 contains 5664 members 
Mstep: Class 21 contains 39886 members 
Mstep: Class 22 contains 1370 members 
Mstep: Class 23 contains 3123 members 
Mstep: Class 24 contains 8472 members 
Mstep: Class 25 contains 4559 members 
Mstep: Class 26 contains 3763 members 
Mstep: Class 27 contains 2172 members 
Mstep: Class 28 contains 15534 members 
Mstep: Class 29 contains 23843 members 
Mstep: Class 30 contains 3165 members 
Mstep: Class 31 contains 13567 members 
Mstep: Class 32 contains 8034 members 
Mstep: Class 33 contains 66177 members 
Mstep: Class 34 contains 26388 members 
Mstep: Class 35 contains 15740 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17945 members 
Mstep: Class 38 contains 1794 members 
Mstep: Class 39 contains 2438 members 
Mstep: Class 40 contains 589 members 
Mstep: Class 41 contains 1531 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 10756 members 
Mstep: Class 44 contains 3539 members 
Mstep: Class 45 contains 13690 members 
Mstep: Class 46 contains 3184 members 
Mstep: Class 47 contains 17379 members 
Mstep: Class 48 contains 3335 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115174272.000000 Penalty: 172543.734375
Iteration 139Q: 51 clusters Score -1.151743e+08 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 159782 members 
Mstep: Class 2 contains 2549 members 
Mstep: Class 3 contains 14220 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 20362 members 
Mstep: Class 6 contains 72440 members 
Mstep: Class 7 contains 8830 members 
Mstep: Class 8 contains 1453 members 
Mstep: Class 9 contains 181557 members 
Mstep: Class 10 contains 12792 members 
Mstep: Class 11 contains 54224 members 
Mstep: Class 12 contains 2989 members 
Mstep: Class 13 contains 5826 members 
Mstep: Class 14 contains 58871 members 
Mstep: Class 15 contains 12699 members 
Mstep: Class 16 contains 40541 members 
Mstep: Class 17 contains 25575 members 
Mstep: Class 18 contains 101456 members 
Mstep: Class 19 contains 2811 members 
Mstep: Class 20 contains 5665 members 
Mstep: Class 21 contains 39888 members 
Mstep: Class 22 contains 1370 members 
Mstep: Class 23 contains 3124 members 
Mstep: Class 24 contains 8486 members 
Mstep: Class 25 contains 4556 members 
Mstep: Class 26 contains 3762 members 
Mstep: Class 27 contains 2173 members 
Mstep: Class 28 contains 15502 members 
Mstep: Class 29 contains 23776 members 
Mstep: Class 30 contains 3161 members 
Mstep: Class 31 contains 13560 members 
Mstep: Class 32 contains 8034 members 
Mstep: Class 33 contains 66207 members 
Mstep: Class 34 contains 26381 members 
Mstep: Class 35 contains 15728 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17950 members 
Mstep: Class 38 contains 1794 members 
Mstep: Class 39 contains 2438 members 
Mstep: Class 40 contains 589 members 
Mstep: Class 41 contains 1531 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 10836 members 
Mstep: Class 44 contains 3539 members 
Mstep: Class 45 contains 13687 members 
Mstep: Class 46 contains 3184 members 
Mstep: Class 47 contains 17430 members 
Mstep: Class 48 contains 3343 members 
Mstep: Class 49 contains 1635 members 
Mstep: Class 50 contains 1997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115174264.000000 Penalty: 172543.734375
Iteration 140F: 51 clusters Score -1.151743e+08 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 159701 members 
Mstep: Class 2 contains 2558 members 
Mstep: Class 3 contains 14160 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 20458 members 
Mstep: Class 6 contains 72438 members 
Mstep: Class 7 contains 8886 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 181564 members 
Mstep: Class 10 contains 12799 members 
Mstep: Class 11 contains 54278 members 
Mstep: Class 12 contains 2988 members 
Mstep: Class 13 contains 5820 members 
Mstep: Class 14 contains 58695 members 
Mstep: Class 15 contains 12689 members 
Mstep: Class 16 contains 40548 members 
Mstep: Class 17 contains 25566 members 
Mstep: Class 18 contains 101437 members 
Mstep: Class 19 contains 2813 members 
Mstep: Class 20 contains 5667 members 
Mstep: Class 21 contains 39892 members 
Mstep: Class 22 contains 1371 members 
Mstep: Class 23 contains 3126 members 
Mstep: Class 24 contains 8503 members 
Mstep: Class 25 contains 4555 members 
Mstep: Class 26 contains 3761 members 
Mstep: Class 27 contains 2175 members 
Mstep: Class 28 contains 15470 members 
Mstep: Class 29 contains 23732 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 13555 members 
Mstep: Class 32 contains 8034 members 
Mstep: Class 33 contains 66258 members 
Mstep: Class 34 contains 26375 members 
Mstep: Class 35 contains 15727 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17958 members 
Mstep: Class 38 contains 1795 members 
Mstep: Class 39 contains 2438 members 
Mstep: Class 40 contains 589 members 
Mstep: Class 41 contains 1537 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 10925 members 
Mstep: Class 44 contains 3542 members 
Mstep: Class 45 contains 13679 members 
Mstep: Class 46 contains 3184 members 
Mstep: Class 47 contains 17465 members 
Mstep: Class 48 contains 3349 members 
Mstep: Class 49 contains 1634 members 
Mstep: Class 50 contains 1997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115174536.000000 Penalty: 172543.734375
Iteration 141Q: 51 clusters Score -1.151745e+08 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 159627 members 
Mstep: Class 2 contains 2570 members 
Mstep: Class 3 contains 14094 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 20554 members 
Mstep: Class 6 contains 72431 members 
Mstep: Class 7 contains 8938 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 9 contains 181553 members 
Mstep: Class 10 contains 12802 members 
Mstep: Class 11 contains 54352 members 
Mstep: Class 12 contains 2985 members 
Mstep: Class 13 contains 5818 members 
Mstep: Class 14 contains 58533 members 
Mstep: Class 15 contains 12679 members 
Mstep: Class 16 contains 40552 members 
Mstep: Class 17 contains 25556 members 
Mstep: Class 18 contains 101423 members 
Mstep: Class 19 contains 2813 members 
Mstep: Class 20 contains 5661 members 
Mstep: Class 21 contains 39908 members 
Mstep: Class 22 contains 1371 members 
Mstep: Class 23 contains 3128 members 
Mstep: Class 24 contains 8517 members 
Mstep: Class 25 contains 4555 members 
Mstep: Class 26 contains 3760 members 
Mstep: Class 27 contains 2176 members 
Mstep: Class 28 contains 15438 members 
Mstep: Class 29 contains 23677 members 
Mstep: Class 30 contains 3152 members 
Mstep: Class 31 contains 13547 members 
Mstep: Class 32 contains 8034 members 
Mstep: Class 33 contains 66308 members 
Mstep: Class 34 contains 26369 members 
Mstep: Class 35 contains 15717 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17976 members 
Mstep: Class 38 contains 1795 members 
Mstep: Class 39 contains 2438 members 
Mstep: Class 40 contains 589 members 
Mstep: Class 41 contains 1538 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 11024 members 
Mstep: Class 44 contains 3544 members 
Mstep: Class 45 contains 13664 members 
Mstep: Class 46 contains 3184 members 
Mstep: Class 47 contains 17506 members 
Mstep: Class 48 contains 3354 members 
Mstep: Class 49 contains 1635 members 
Mstep: Class 50 contains 1997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115174688.000000 Penalty: 172543.734375
Iteration 142Q: 51 clusters Score -1.151747e+08 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 159569 members 
Mstep: Class 2 contains 2586 members 
Mstep: Class 3 contains 14046 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 20644 members 
Mstep: Class 6 contains 72432 members 
Mstep: Class 7 contains 8978 members 
Mstep: Class 8 contains 1469 members 
Mstep: Class 9 contains 181565 members 
Mstep: Class 10 contains 12806 members 
Mstep: Class 11 contains 54394 members 
Mstep: Class 12 contains 2983 members 
Mstep: Class 13 contains 5815 members 
Mstep: Class 14 contains 58355 members 
Mstep: Class 15 contains 12671 members 
Mstep: Class 16 contains 40554 members 
Mstep: Class 17 contains 25545 members 
Mstep: Class 18 contains 101419 members 
Mstep: Class 19 contains 2814 members 
Mstep: Class 20 contains 5654 members 
Mstep: Class 21 contains 39932 members 
Mstep: Class 22 contains 1372 members 
Mstep: Class 23 contains 3130 members 
Mstep: Class 24 contains 8524 members 
Mstep: Class 25 contains 4552 members 
Mstep: Class 26 contains 3759 members 
Mstep: Class 27 contains 2177 members 
Mstep: Class 28 contains 15398 members 
Mstep: Class 29 contains 23627 members 
Mstep: Class 30 contains 3148 members 
Mstep: Class 31 contains 13538 members 
Mstep: Class 32 contains 8034 members 
Mstep: Class 33 contains 66352 members 
Mstep: Class 34 contains 26366 members 
Mstep: Class 35 contains 15699 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 17989 members 
Mstep: Class 38 contains 1795 members 
Mstep: Class 39 contains 2439 members 
Mstep: Class 40 contains 589 members 
Mstep: Class 41 contains 1539 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 11108 members 
Mstep: Class 44 contains 3545 members 
Mstep: Class 45 contains 13658 members 
Mstep: Class 46 contains 3184 members 
Mstep: Class 47 contains 17556 members 
Mstep: Class 48 contains 3362 members 
Mstep: Class 49 contains 1635 members 
Mstep: Class 50 contains 1997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115175120.000000 Penalty: 172543.734375
Iteration 143Q: 51 clusters Score -1.151751e+08 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 159515 members 
Mstep: Class 2 contains 2599 members 
Mstep: Class 3 contains 14003 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 20724 members 
Mstep: Class 6 contains 72435 members 
Mstep: Class 7 contains 9010 members 
Mstep: Class 8 contains 1475 members 
Mstep: Class 9 contains 181567 members 
Mstep: Class 10 contains 12808 members 
Mstep: Class 11 contains 54426 members 
Mstep: Class 12 contains 2982 members 
Mstep: Class 13 contains 5814 members 
Mstep: Class 14 contains 58174 members 
Mstep: Class 15 contains 12660 members 
Mstep: Class 16 contains 40560 members 
Mstep: Class 17 contains 25529 members 
Mstep: Class 18 contains 101419 members 
Mstep: Class 19 contains 2818 members 
Mstep: Class 20 contains 5646 members 
Mstep: Class 21 contains 39978 members 
Mstep: Class 22 contains 1372 members 
Mstep: Class 23 contains 3131 members 
Mstep: Class 24 contains 8527 members 
Mstep: Class 25 contains 4550 members 
Mstep: Class 26 contains 3759 members 
Mstep: Class 27 contains 2178 members 
Mstep: Class 28 contains 15372 members 
Mstep: Class 29 contains 23590 members 
Mstep: Class 30 contains 3145 members 
Mstep: Class 31 contains 13530 members 
Mstep: Class 32 contains 8035 members 
Mstep: Class 33 contains 66387 members 
Mstep: Class 34 contains 26364 members 
Mstep: Class 35 contains 15694 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18002 members 
Mstep: Class 38 contains 1796 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 589 members 
Mstep: Class 41 contains 1539 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 11186 members 
Mstep: Class 44 contains 3545 members 
Mstep: Class 45 contains 13652 members 
Mstep: Class 46 contains 3184 members 
Mstep: Class 47 contains 17595 members 
Mstep: Class 48 contains 3367 members 
Mstep: Class 49 contains 1635 members 
Mstep: Class 50 contains 1997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115174992.000000 Penalty: 172543.734375
Iteration 144Q: 51 clusters Score -1.15175e+08 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 159457 members 
Mstep: Class 2 contains 2614 members 
Mstep: Class 3 contains 13981 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 20808 members 
Mstep: Class 6 contains 72435 members 
Mstep: Class 7 contains 9056 members 
Mstep: Class 8 contains 1481 members 
Mstep: Class 9 contains 181574 members 
Mstep: Class 10 contains 12807 members 
Mstep: Class 11 contains 54453 members 
Mstep: Class 12 contains 2982 members 
Mstep: Class 13 contains 5814 members 
Mstep: Class 14 contains 58034 members 
Mstep: Class 15 contains 12649 members 
Mstep: Class 16 contains 40562 members 
Mstep: Class 17 contains 25524 members 
Mstep: Class 18 contains 101420 members 
Mstep: Class 19 contains 2823 members 
Mstep: Class 20 contains 5642 members 
Mstep: Class 21 contains 40011 members 
Mstep: Class 22 contains 1372 members 
Mstep: Class 23 contains 3131 members 
Mstep: Class 24 contains 8540 members 
Mstep: Class 25 contains 4545 members 
Mstep: Class 26 contains 3759 members 
Mstep: Class 27 contains 2179 members 
Mstep: Class 28 contains 15345 members 
Mstep: Class 29 contains 23558 members 
Mstep: Class 30 contains 3143 members 
Mstep: Class 31 contains 13517 members 
Mstep: Class 32 contains 8036 members 
Mstep: Class 33 contains 66404 members 
Mstep: Class 34 contains 26353 members 
Mstep: Class 35 contains 15674 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18012 members 
Mstep: Class 38 contains 1796 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 589 members 
Mstep: Class 41 contains 1539 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 11254 members 
Mstep: Class 44 contains 3545 members 
Mstep: Class 45 contains 13636 members 
Mstep: Class 46 contains 3185 members 
Mstep: Class 47 contains 17623 members 
Mstep: Class 48 contains 3369 members 
Mstep: Class 49 contains 1635 members 
Mstep: Class 50 contains 1997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115175072.000000 Penalty: 172543.734375
Iteration 145Q: 51 clusters Score -1.151751e+08 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 159406 members 
Mstep: Class 2 contains 2627 members 
Mstep: Class 3 contains 13954 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 20881 members 
Mstep: Class 6 contains 72434 members 
Mstep: Class 7 contains 9101 members 
Mstep: Class 8 contains 1488 members 
Mstep: Class 9 contains 181572 members 
Mstep: Class 10 contains 12807 members 
Mstep: Class 11 contains 54479 members 
Mstep: Class 12 contains 2982 members 
Mstep: Class 13 contains 5815 members 
Mstep: Class 14 contains 57890 members 
Mstep: Class 15 contains 12636 members 
Mstep: Class 16 contains 40568 members 
Mstep: Class 17 contains 25520 members 
Mstep: Class 18 contains 101424 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 5636 members 
Mstep: Class 21 contains 40041 members 
Mstep: Class 22 contains 1372 members 
Mstep: Class 23 contains 3131 members 
Mstep: Class 24 contains 8550 members 
Mstep: Class 25 contains 4543 members 
Mstep: Class 26 contains 3759 members 
Mstep: Class 27 contains 2180 members 
Mstep: Class 28 contains 15316 members 
Mstep: Class 29 contains 23529 members 
Mstep: Class 30 contains 3139 members 
Mstep: Class 31 contains 13507 members 
Mstep: Class 32 contains 8036 members 
Mstep: Class 33 contains 66442 members 
Mstep: Class 34 contains 26333 members 
Mstep: Class 35 contains 15666 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18013 members 
Mstep: Class 38 contains 1796 members 
Mstep: Class 39 contains 2442 members 
Mstep: Class 40 contains 589 members 
Mstep: Class 41 contains 1539 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 11336 members 
Mstep: Class 44 contains 3545 members 
Mstep: Class 45 contains 13616 members 
Mstep: Class 46 contains 3187 members 
Mstep: Class 47 contains 17643 members 
Mstep: Class 48 contains 3376 members 
Mstep: Class 49 contains 1635 members 
Mstep: Class 50 contains 1997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115175080.000000 Penalty: 172543.734375
Iteration 146Q: 51 clusters Score -1.151751e+08 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 159376 members 
Mstep: Class 2 contains 2646 members 
Mstep: Class 3 contains 13925 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 20959 members 
Mstep: Class 6 contains 72431 members 
Mstep: Class 7 contains 9147 members 
Mstep: Class 8 contains 1489 members 
Mstep: Class 9 contains 181560 members 
Mstep: Class 10 contains 12806 members 
Mstep: Class 11 contains 54507 members 
Mstep: Class 12 contains 2982 members 
Mstep: Class 13 contains 5816 members 
Mstep: Class 14 contains 57739 members 
Mstep: Class 15 contains 12624 members 
Mstep: Class 16 contains 40579 members 
Mstep: Class 17 contains 25516 members 
Mstep: Class 18 contains 101417 members 
Mstep: Class 19 contains 2841 members 
Mstep: Class 20 contains 5630 members 
Mstep: Class 21 contains 40060 members 
Mstep: Class 22 contains 1372 members 
Mstep: Class 23 contains 3131 members 
Mstep: Class 24 contains 8559 members 
Mstep: Class 25 contains 4538 members 
Mstep: Class 26 contains 3759 members 
Mstep: Class 27 contains 2180 members 
Mstep: Class 28 contains 15287 members 
Mstep: Class 29 contains 23491 members 
Mstep: Class 30 contains 3138 members 
Mstep: Class 31 contains 13503 members 
Mstep: Class 32 contains 8037 members 
Mstep: Class 33 contains 66467 members 
Mstep: Class 34 contains 26321 members 
Mstep: Class 35 contains 15661 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18017 members 
Mstep: Class 38 contains 1797 members 
Mstep: Class 39 contains 2442 members 
Mstep: Class 40 contains 589 members 
Mstep: Class 41 contains 1539 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 11405 members 
Mstep: Class 44 contains 3545 members 
Mstep: Class 45 contains 13607 members 
Mstep: Class 46 contains 3186 members 
Mstep: Class 47 contains 17667 members 
Mstep: Class 48 contains 3382 members 
Mstep: Class 49 contains 1635 members 
Mstep: Class 50 contains 1997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115175312.000000 Penalty: 172543.734375
Iteration 147Q: 51 clusters Score -1.151753e+08 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 159348 members 
Mstep: Class 2 contains 2664 members 
Mstep: Class 3 contains 13914 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 21031 members 
Mstep: Class 6 contains 72431 members 
Mstep: Class 7 contains 9178 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 181553 members 
Mstep: Class 10 contains 12807 members 
Mstep: Class 11 contains 54528 members 
Mstep: Class 12 contains 2982 members 
Mstep: Class 13 contains 5818 members 
Mstep: Class 14 contains 57601 members 
Mstep: Class 15 contains 12618 members 
Mstep: Class 16 contains 40586 members 
Mstep: Class 17 contains 25513 members 
Mstep: Class 18 contains 101412 members 
Mstep: Class 19 contains 2846 members 
Mstep: Class 20 contains 5626 members 
Mstep: Class 21 contains 40094 members 
Mstep: Class 22 contains 1371 members 
Mstep: Class 23 contains 3131 members 
Mstep: Class 24 contains 8569 members 
Mstep: Class 25 contains 4533 members 
Mstep: Class 26 contains 3759 members 
Mstep: Class 27 contains 2180 members 
Mstep: Class 28 contains 15256 members 
Mstep: Class 29 contains 23460 members 
Mstep: Class 30 contains 3134 members 
Mstep: Class 31 contains 13502 members 
Mstep: Class 32 contains 8037 members 
Mstep: Class 33 contains 66478 members 
Mstep: Class 34 contains 26312 members 
Mstep: Class 35 contains 15644 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18022 members 
Mstep: Class 38 contains 1797 members 
Mstep: Class 39 contains 2442 members 
Mstep: Class 40 contains 589 members 
Mstep: Class 41 contains 1540 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 11450 members 
Mstep: Class 44 contains 3545 members 
Mstep: Class 45 contains 13596 members 
Mstep: Class 46 contains 3186 members 
Mstep: Class 47 contains 17703 members 
Mstep: Class 48 contains 3388 members 
Mstep: Class 49 contains 1635 members 
Mstep: Class 50 contains 1997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115175512.000000 Penalty: 172543.734375
Iteration 148Q: 51 clusters Score -1.151755e+08 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 159294 members 
Mstep: Class 2 contains 2676 members 
Mstep: Class 3 contains 13904 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 21079 members 
Mstep: Class 6 contains 72431 members 
Mstep: Class 7 contains 9202 members 
Mstep: Class 8 contains 1500 members 
Mstep: Class 9 contains 181553 members 
Mstep: Class 10 contains 12810 members 
Mstep: Class 11 contains 54560 members 
Mstep: Class 12 contains 2980 members 
Mstep: Class 13 contains 5818 members 
Mstep: Class 14 contains 57475 members 
Mstep: Class 15 contains 12618 members 
Mstep: Class 16 contains 40587 members 
Mstep: Class 17 contains 25511 members 
Mstep: Class 18 contains 101398 members 
Mstep: Class 19 contains 2848 members 
Mstep: Class 20 contains 5621 members 
Mstep: Class 21 contains 40144 members 
Mstep: Class 22 contains 1371 members 
Mstep: Class 23 contains 3132 members 
Mstep: Class 24 contains 8574 members 
Mstep: Class 25 contains 4527 members 
Mstep: Class 26 contains 3759 members 
Mstep: Class 27 contains 2181 members 
Mstep: Class 28 contains 15226 members 
Mstep: Class 29 contains 23425 members 
Mstep: Class 30 contains 3133 members 
Mstep: Class 31 contains 13495 members 
Mstep: Class 32 contains 8038 members 
Mstep: Class 33 contains 66511 members 
Mstep: Class 34 contains 26314 members 
Mstep: Class 35 contains 15628 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18026 members 
Mstep: Class 38 contains 1798 members 
Mstep: Class 39 contains 2442 members 
Mstep: Class 40 contains 589 members 
Mstep: Class 41 contains 1540 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 11496 members 
Mstep: Class 44 contains 3546 members 
Mstep: Class 45 contains 13584 members 
Mstep: Class 46 contains 3186 members 
Mstep: Class 47 contains 17748 members 
Mstep: Class 48 contains 3392 members 
Mstep: Class 49 contains 1635 members 
Mstep: Class 50 contains 1997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115175552.000000 Penalty: 172543.734375
Iteration 149Q: 51 clusters Score -1.151756e+08 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 159241 members 
Mstep: Class 2 contains 2690 members 
Mstep: Class 3 contains 13894 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 21141 members 
Mstep: Class 6 contains 72431 members 
Mstep: Class 7 contains 9227 members 
Mstep: Class 8 contains 1504 members 
Mstep: Class 9 contains 181556 members 
Mstep: Class 10 contains 12812 members 
Mstep: Class 11 contains 54583 members 
Mstep: Class 12 contains 2977 members 
Mstep: Class 13 contains 5818 members 
Mstep: Class 14 contains 57305 members 
Mstep: Class 15 contains 12614 members 
Mstep: Class 16 contains 40600 members 
Mstep: Class 17 contains 25516 members 
Mstep: Class 18 contains 101391 members 
Mstep: Class 19 contains 2846 members 
Mstep: Class 20 contains 5617 members 
Mstep: Class 21 contains 40207 members 
Mstep: Class 22 contains 1372 members 
Mstep: Class 23 contains 3133 members 
Mstep: Class 24 contains 8584 members 
Mstep: Class 25 contains 4522 members 
Mstep: Class 26 contains 3759 members 
Mstep: Class 27 contains 2181 members 
Mstep: Class 28 contains 15200 members 
Mstep: Class 29 contains 23406 members 
Mstep: Class 30 contains 3133 members 
Mstep: Class 31 contains 13480 members 
Mstep: Class 32 contains 8038 members 
Mstep: Class 33 contains 66531 members 
Mstep: Class 34 contains 26314 members 
Mstep: Class 35 contains 15615 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18040 members 
Mstep: Class 38 contains 1799 members 
Mstep: Class 39 contains 2442 members 
Mstep: Class 40 contains 589 members 
Mstep: Class 41 contains 1540 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 11547 members 
Mstep: Class 44 contains 3548 members 
Mstep: Class 45 contains 13571 members 
Mstep: Class 46 contains 3186 members 
Mstep: Class 47 contains 17773 members 
Mstep: Class 48 contains 3397 members 
Mstep: Class 49 contains 1635 members 
Mstep: Class 50 contains 1997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115175672.000000 Penalty: 172543.734375
Iteration 150Q: 51 clusters Score -1.151757e+08 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 159184 members 
Mstep: Class 2 contains 2701 members 
Mstep: Class 3 contains 13873 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 21198 members 
Mstep: Class 6 contains 72435 members 
Mstep: Class 7 contains 9243 members 
Mstep: Class 8 contains 1508 members 
Mstep: Class 9 contains 181554 members 
Mstep: Class 10 contains 12814 members 
Mstep: Class 11 contains 54622 members 
Mstep: Class 12 contains 2974 members 
Mstep: Class 13 contains 5817 members 
Mstep: Class 14 contains 57138 members 
Mstep: Class 15 contains 12606 members 
Mstep: Class 16 contains 40604 members 
Mstep: Class 17 contains 25515 members 
Mstep: Class 18 contains 101397 members 
Mstep: Class 19 contains 2852 members 
Mstep: Class 20 contains 5611 members 
Mstep: Class 21 contains 40279 members 
Mstep: Class 22 contains 1372 members 
Mstep: Class 23 contains 3134 members 
Mstep: Class 24 contains 8588 members 
Mstep: Class 25 contains 4519 members 
Mstep: Class 26 contains 3759 members 
Mstep: Class 27 contains 2181 members 
Mstep: Class 28 contains 15178 members 
Mstep: Class 29 contains 23381 members 
Mstep: Class 30 contains 3133 members 
Mstep: Class 31 contains 13462 members 
Mstep: Class 32 contains 8038 members 
Mstep: Class 33 contains 66564 members 
Mstep: Class 34 contains 26316 members 
Mstep: Class 35 contains 15605 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18046 members 
Mstep: Class 38 contains 1799 members 
Mstep: Class 39 contains 2442 members 
Mstep: Class 40 contains 589 members 
Mstep: Class 41 contains 1540 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 11597 members 
Mstep: Class 44 contains 3549 members 
Mstep: Class 45 contains 13558 members 
Mstep: Class 46 contains 3187 members 
Mstep: Class 47 contains 17801 members 
Mstep: Class 48 contains 3407 members 
Mstep: Class 49 contains 1635 members 
Mstep: Class 50 contains 1997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115175880.000000 Penalty: 172543.734375
Iteration 151Q: 51 clusters Score -1.151759e+08 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 159130 members 
Mstep: Class 2 contains 2712 members 
Mstep: Class 3 contains 13843 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 21267 members 
Mstep: Class 6 contains 72436 members 
Mstep: Class 7 contains 9261 members 
Mstep: Class 8 contains 1512 members 
Mstep: Class 9 contains 181557 members 
Mstep: Class 10 contains 12809 members 
Mstep: Class 11 contains 54638 members 
Mstep: Class 12 contains 2972 members 
Mstep: Class 13 contains 5817 members 
Mstep: Class 14 contains 56963 members 
Mstep: Class 15 contains 12599 members 
Mstep: Class 16 contains 40611 members 
Mstep: Class 17 contains 25513 members 
Mstep: Class 18 contains 101397 members 
Mstep: Class 19 contains 2862 members 
Mstep: Class 20 contains 5609 members 
Mstep: Class 21 contains 40343 members 
Mstep: Class 22 contains 1372 members 
Mstep: Class 23 contains 3134 members 
Mstep: Class 24 contains 8591 members 
Mstep: Class 25 contains 4517 members 
Mstep: Class 26 contains 3759 members 
Mstep: Class 27 contains 2181 members 
Mstep: Class 28 contains 15171 members 
Mstep: Class 29 contains 23361 members 
Mstep: Class 30 contains 3132 members 
Mstep: Class 31 contains 13454 members 
Mstep: Class 32 contains 8037 members 
Mstep: Class 33 contains 66592 members 
Mstep: Class 34 contains 26317 members 
Mstep: Class 35 contains 15597 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18058 members 
Mstep: Class 38 contains 1799 members 
Mstep: Class 39 contains 2442 members 
Mstep: Class 40 contains 589 members 
Mstep: Class 41 contains 1541 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 11639 members 
Mstep: Class 44 contains 3551 members 
Mstep: Class 45 contains 13554 members 
Mstep: Class 46 contains 3187 members 
Mstep: Class 47 contains 17831 members 
Mstep: Class 48 contains 3413 members 
Mstep: Class 49 contains 1635 members 
Mstep: Class 50 contains 1997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115175768.000000 Penalty: 172543.734375
Iteration 152Q: 51 clusters Score -1.151758e+08 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 159086 members 
Mstep: Class 2 contains 2715 members 
Mstep: Class 3 contains 13835 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 21333 members 
Mstep: Class 6 contains 72435 members 
Mstep: Class 7 contains 9277 members 
Mstep: Class 8 contains 1518 members 
Mstep: Class 9 contains 181568 members 
Mstep: Class 10 contains 12811 members 
Mstep: Class 11 contains 54665 members 
Mstep: Class 12 contains 2973 members 
Mstep: Class 13 contains 5816 members 
Mstep: Class 14 contains 56788 members 
Mstep: Class 15 contains 12592 members 
Mstep: Class 16 contains 40616 members 
Mstep: Class 17 contains 25509 members 
Mstep: Class 18 contains 101397 members 
Mstep: Class 19 contains 2869 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 40401 members 
Mstep: Class 22 contains 1372 members 
Mstep: Class 23 contains 3134 members 
Mstep: Class 24 contains 8602 members 
Mstep: Class 25 contains 4515 members 
Mstep: Class 26 contains 3759 members 
Mstep: Class 27 contains 2181 members 
Mstep: Class 28 contains 15159 members 
Mstep: Class 29 contains 23322 members 
Mstep: Class 30 contains 3130 members 
Mstep: Class 31 contains 13455 members 
Mstep: Class 32 contains 8037 members 
Mstep: Class 33 contains 66608 members 
Mstep: Class 34 contains 26313 members 
Mstep: Class 35 contains 15587 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18069 members 
Mstep: Class 38 contains 1799 members 
Mstep: Class 39 contains 2442 members 
Mstep: Class 40 contains 589 members 
Mstep: Class 41 contains 1543 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 11678 members 
Mstep: Class 44 contains 3552 members 
Mstep: Class 45 contains 13552 members 
Mstep: Class 46 contains 3188 members 
Mstep: Class 47 contains 17854 members 
Mstep: Class 48 contains 3422 members 
Mstep: Class 49 contains 1635 members 
Mstep: Class 50 contains 1997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115175752.000000 Penalty: 172543.734375
Iteration 153Q: 51 clusters Score -1.151758e+08 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 159049 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 13822 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 21389 members 
Mstep: Class 6 contains 72436 members 
Mstep: Class 7 contains 9300 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 181564 members 
Mstep: Class 10 contains 12810 members 
Mstep: Class 11 contains 54689 members 
Mstep: Class 12 contains 2973 members 
Mstep: Class 13 contains 5815 members 
Mstep: Class 14 contains 56639 members 
Mstep: Class 15 contains 12583 members 
Mstep: Class 16 contains 40611 members 
Mstep: Class 17 contains 25505 members 
Mstep: Class 18 contains 101400 members 
Mstep: Class 19 contains 2881 members 
Mstep: Class 20 contains 5603 members 
Mstep: Class 21 contains 40455 members 
Mstep: Class 22 contains 1372 members 
Mstep: Class 23 contains 3134 members 
Mstep: Class 24 contains 8613 members 
Mstep: Class 25 contains 4513 members 
Mstep: Class 26 contains 3759 members 
Mstep: Class 27 contains 2181 members 
Mstep: Class 28 contains 15152 members 
Mstep: Class 29 contains 23288 members 
Mstep: Class 30 contains 3131 members 
Mstep: Class 31 contains 13456 members 
Mstep: Class 32 contains 8037 members 
Mstep: Class 33 contains 66629 members 
Mstep: Class 34 contains 26306 members 
Mstep: Class 35 contains 15575 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18072 members 
Mstep: Class 38 contains 1799 members 
Mstep: Class 39 contains 2442 members 
Mstep: Class 40 contains 589 members 
Mstep: Class 41 contains 1546 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 11705 members 
Mstep: Class 44 contains 3552 members 
Mstep: Class 45 contains 13544 members 
Mstep: Class 46 contains 3188 members 
Mstep: Class 47 contains 17892 members 
Mstep: Class 48 contains 3427 members 
Mstep: Class 49 contains 1635 members 
Mstep: Class 50 contains 1996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115175840.000000 Penalty: 172543.734375
Iteration 154Q: 51 clusters Score -1.151758e+08 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 158989 members 
Mstep: Class 2 contains 2731 members 
Mstep: Class 3 contains 13817 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 21442 members 
Mstep: Class 6 contains 72436 members 
Mstep: Class 7 contains 9304 members 
Mstep: Class 8 contains 1524 members 
Mstep: Class 9 contains 181564 members 
Mstep: Class 10 contains 12817 members 
Mstep: Class 11 contains 54706 members 
Mstep: Class 12 contains 2973 members 
Mstep: Class 13 contains 5814 members 
Mstep: Class 14 contains 56503 members 
Mstep: Class 15 contains 12573 members 
Mstep: Class 16 contains 40610 members 
Mstep: Class 17 contains 25506 members 
Mstep: Class 18 contains 101406 members 
Mstep: Class 19 contains 2892 members 
Mstep: Class 20 contains 5599 members 
Mstep: Class 21 contains 40519 members 
Mstep: Class 22 contains 1373 members 
Mstep: Class 23 contains 3134 members 
Mstep: Class 24 contains 8620 members 
Mstep: Class 25 contains 4512 members 
Mstep: Class 26 contains 3759 members 
Mstep: Class 27 contains 2181 members 
Mstep: Class 28 contains 15136 members 
Mstep: Class 29 contains 23273 members 
Mstep: Class 30 contains 3132 members 
Mstep: Class 31 contains 13447 members 
Mstep: Class 32 contains 8036 members 
Mstep: Class 33 contains 66651 members 
Mstep: Class 34 contains 26309 members 
Mstep: Class 35 contains 15558 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18070 members 
Mstep: Class 38 contains 1799 members 
Mstep: Class 39 contains 2442 members 
Mstep: Class 40 contains 589 members 
Mstep: Class 41 contains 1545 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 11739 members 
Mstep: Class 44 contains 3554 members 
Mstep: Class 45 contains 13535 members 
Mstep: Class 46 contains 3188 members 
Mstep: Class 47 contains 17931 members 
Mstep: Class 48 contains 3433 members 
Mstep: Class 49 contains 1635 members 
Mstep: Class 50 contains 1996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115175848.000000 Penalty: 172543.734375
Iteration 155Q: 51 clusters Score -1.151758e+08 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 158933 members 
Mstep: Class 2 contains 2737 members 
Mstep: Class 3 contains 13805 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 21498 members 
Mstep: Class 6 contains 72437 members 
Mstep: Class 7 contains 9321 members 
Mstep: Class 8 contains 1526 members 
Mstep: Class 9 contains 181544 members 
Mstep: Class 10 contains 12819 members 
Mstep: Class 11 contains 54728 members 
Mstep: Class 12 contains 2972 members 
Mstep: Class 13 contains 5815 members 
Mstep: Class 14 contains 56363 members 
Mstep: Class 15 contains 12564 members 
Mstep: Class 16 contains 40605 members 
Mstep: Class 17 contains 25503 members 
Mstep: Class 18 contains 101424 members 
Mstep: Class 19 contains 2905 members 
Mstep: Class 20 contains 5597 members 
Mstep: Class 21 contains 40559 members 
Mstep: Class 22 contains 1373 members 
Mstep: Class 23 contains 3135 members 
Mstep: Class 24 contains 8625 members 
Mstep: Class 25 contains 4506 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 2181 members 
Mstep: Class 28 contains 15123 members 
Mstep: Class 29 contains 23278 members 
Mstep: Class 30 contains 3131 members 
Mstep: Class 31 contains 13442 members 
Mstep: Class 32 contains 8035 members 
Mstep: Class 33 contains 66676 members 
Mstep: Class 34 contains 26302 members 
Mstep: Class 35 contains 15554 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18070 members 
Mstep: Class 38 contains 1799 members 
Mstep: Class 39 contains 2442 members 
Mstep: Class 40 contains 589 members 
Mstep: Class 41 contains 1545 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 11784 members 
Mstep: Class 44 contains 3556 members 
Mstep: Class 45 contains 13523 members 
Mstep: Class 46 contains 3188 members 
Mstep: Class 47 contains 17961 members 
Mstep: Class 48 contains 3440 members 
Mstep: Class 49 contains 1635 members 
Mstep: Class 50 contains 1996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115175912.000000 Penalty: 172543.734375
Iteration 156Q: 51 clusters Score -1.151759e+08 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 158892 members 
Mstep: Class 2 contains 2742 members 
Mstep: Class 3 contains 13789 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 21560 members 
Mstep: Class 6 contains 72440 members 
Mstep: Class 7 contains 9360 members 
Mstep: Class 8 contains 1527 members 
Mstep: Class 9 contains 181539 members 
Mstep: Class 10 contains 12818 members 
Mstep: Class 11 contains 54749 members 
Mstep: Class 12 contains 2970 members 
Mstep: Class 13 contains 5815 members 
Mstep: Class 14 contains 56190 members 
Mstep: Class 15 contains 12556 members 
Mstep: Class 16 contains 40609 members 
Mstep: Class 17 contains 25501 members 
Mstep: Class 18 contains 101435 members 
Mstep: Class 19 contains 2913 members 
Mstep: Class 20 contains 5596 members 
Mstep: Class 21 contains 40593 members 
Mstep: Class 22 contains 1373 members 
Mstep: Class 23 contains 3135 members 
Mstep: Class 24 contains 8632 members 
Mstep: Class 25 contains 4503 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 2180 members 
Mstep: Class 28 contains 15114 members 
Mstep: Class 29 contains 23275 members 
Mstep: Class 30 contains 3127 members 
Mstep: Class 31 contains 13430 members 
Mstep: Class 32 contains 8036 members 
Mstep: Class 33 contains 66685 members 
Mstep: Class 34 contains 26301 members 
Mstep: Class 35 contains 15559 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18068 members 
Mstep: Class 38 contains 1799 members 
Mstep: Class 39 contains 2442 members 
Mstep: Class 40 contains 589 members 
Mstep: Class 41 contains 1545 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 11830 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 13516 members 
Mstep: Class 46 contains 3188 members 
Mstep: Class 47 contains 17991 members 
Mstep: Class 48 contains 3444 members 
Mstep: Class 49 contains 1635 members 
Mstep: Class 50 contains 1996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176000.000000 Penalty: 172543.734375
Iteration 157Q: 51 clusters Score -1.15176e+08 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 158824 members 
Mstep: Class 2 contains 2746 members 
Mstep: Class 3 contains 13769 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 21620 members 
Mstep: Class 6 contains 72437 members 
Mstep: Class 7 contains 9398 members 
Mstep: Class 8 contains 1530 members 
Mstep: Class 9 contains 181515 members 
Mstep: Class 10 contains 12818 members 
Mstep: Class 11 contains 54774 members 
Mstep: Class 12 contains 2969 members 
Mstep: Class 13 contains 5813 members 
Mstep: Class 14 contains 56054 members 
Mstep: Class 15 contains 12549 members 
Mstep: Class 16 contains 40612 members 
Mstep: Class 17 contains 25500 members 
Mstep: Class 18 contains 101455 members 
Mstep: Class 19 contains 2921 members 
Mstep: Class 20 contains 5595 members 
Mstep: Class 21 contains 40618 members 
Mstep: Class 22 contains 1373 members 
Mstep: Class 23 contains 3135 members 
Mstep: Class 24 contains 8638 members 
Mstep: Class 25 contains 4499 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 2180 members 
Mstep: Class 28 contains 15103 members 
Mstep: Class 29 contains 23278 members 
Mstep: Class 30 contains 3124 members 
Mstep: Class 31 contains 13429 members 
Mstep: Class 32 contains 8037 members 
Mstep: Class 33 contains 66690 members 
Mstep: Class 34 contains 26307 members 
Mstep: Class 35 contains 15559 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18072 members 
Mstep: Class 38 contains 1799 members 
Mstep: Class 39 contains 2442 members 
Mstep: Class 40 contains 589 members 
Mstep: Class 41 contains 1545 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 11873 members 
Mstep: Class 44 contains 3555 members 
Mstep: Class 45 contains 13513 members 
Mstep: Class 46 contains 3188 members 
Mstep: Class 47 contains 18024 members 
Mstep: Class 48 contains 3444 members 
Mstep: Class 49 contains 1635 members 
Mstep: Class 50 contains 1996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176144.000000 Penalty: 172543.734375
Iteration 158Q: 51 clusters Score -1.151761e+08 nChanged 796
Entering ConstructFrom: 
Score: -115176144.000000 Penalty: 172543.734375
Entering ConstructFrom: 
Trying to split cluster 1 (158768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158768 members 
Entering Unmasked Estep 
Score: -17455764.000000 Penalty: 2969.849609
	Iteration 0F: 2 clusters Score -1.745576e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79452 members 
Mstep: Class 2 contains 79316 members 
Entering Unmasked Estep 
Score: -17349832.000000 Penalty: 5939.699219
	Iteration 0F: 3 clusters Score -1.734983e+07 nChanged 76037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79143 members 
Mstep: Class 2 contains 79625 members 
Entering Unmasked Estep 
Score: -17393304.000000 Penalty: 5939.699219
	Iteration 1F: 3 clusters Score -1.73933e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79197 members 
Mstep: Class 2 contains 79571 members 
Entering Unmasked Estep 
Score: -17394184.000000 Penalty: 5939.699219
	Iteration 2Q: 3 clusters Score -1.739418e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79409 members 
Mstep: Class 2 contains 79359 members 
Entering Unmasked Estep 
Score: -17395224.000000 Penalty: 5939.699219
	Iteration 3Q: 3 clusters Score -1.739522e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79633 members 
Mstep: Class 2 contains 79135 members 
Entering Unmasked Estep 
Score: -17396464.000000 Penalty: 5939.699219
	Iteration 4Q: 3 clusters Score -1.739646e+07 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80053 members 
Mstep: Class 2 contains 78715 members 
Entering Unmasked Estep 
Score: -17398058.000000 Penalty: 5939.699219
	Iteration 5Q: 3 clusters Score -1.739806e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80678 members 
Mstep: Class 2 contains 78090 members 
Entering Unmasked Estep 
Score: -17400170.000000 Penalty: 5939.699219
	Iteration 6Q: 3 clusters Score -1.740017e+07 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81722 members 
Mstep: Class 2 contains 77046 members 
Entering Unmasked Estep 
Score: -17403450.000000 Penalty: 5939.699219
	Iteration 7Q: 3 clusters Score -1.740345e+07 nChanged 8254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83292 members 
Mstep: Class 2 contains 75476 members 
Entering Unmasked Estep 
Score: -17408582.000000 Penalty: 5939.699219
	Iteration 8F: 3 clusters Score -1.740858e+07 nChanged 9337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84953 members 
Mstep: Class 2 contains 73815 members 
Entering Unmasked Estep 
Score: -17415180.000000 Penalty: 5939.699219
	Iteration 9F: 3 clusters Score -1.741518e+07 nChanged 9739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86216 members 
Mstep: Class 2 contains 72552 members 
Entering Unmasked Estep 
Score: -17421614.000000 Penalty: 5939.699219
	Iteration 10F: 3 clusters Score -1.742161e+07 nChanged 8146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86966 members 
Mstep: Class 2 contains 71802 members 
Entering Unmasked Estep 
Score: -17425378.000000 Penalty: 5939.699219
	Iteration 11F: 3 clusters Score -1.742538e+07 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87495 members 
Mstep: Class 2 contains 71273 members 
Entering Unmasked Estep 
Score: -17426774.000000 Penalty: 5939.699219
	Iteration 12Q: 3 clusters Score -1.742677e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87965 members 
Mstep: Class 2 contains 70803 members 
Entering Unmasked Estep 
Score: -17427158.000000 Penalty: 5939.699219
	Iteration 13Q: 3 clusters Score -1.742716e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88374 members 
Mstep: Class 2 contains 70394 members 
Entering Unmasked Estep 
Score: -17427392.000000 Penalty: 5939.699219
	Iteration 14Q: 3 clusters Score -1.742739e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88705 members 
Mstep: Class 2 contains 70063 members 
Entering Unmasked Estep 
Score: -17427594.000000 Penalty: 5939.699219
	Iteration 15Q: 3 clusters Score -1.742759e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89038 members 
Mstep: Class 2 contains 69730 members 
Entering Unmasked Estep 
Score: -17427812.000000 Penalty: 5939.699219
	Iteration 16Q: 3 clusters Score -1.742781e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89355 members 
Mstep: Class 2 contains 69413 members 
Entering Unmasked Estep 
Score: -17427958.000000 Penalty: 5939.699219
	Iteration 17Q: 3 clusters Score -1.742796e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89720 members 
Mstep: Class 2 contains 69048 members 
Entering Unmasked Estep 
Score: -17428042.000000 Penalty: 5939.699219
	Iteration 18Q: 3 clusters Score -1.742804e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90097 members 
Mstep: Class 2 contains 68671 members 
Entering Unmasked Estep 
Score: -17428156.000000 Penalty: 5939.699219
	Iteration 19Q: 3 clusters Score -1.742816e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90447 members 
Mstep: Class 2 contains 68321 members 
Entering Unmasked Estep 
Score: -17428278.000000 Penalty: 5939.699219
	Iteration 20F: 3 clusters Score -1.742828e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90806 members 
Mstep: Class 2 contains 67962 members 
Entering Unmasked Estep 
Score: -17428426.000000 Penalty: 5939.699219
	Iteration 21Q: 3 clusters Score -1.742843e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91221 members 
Mstep: Class 2 contains 67547 members 
Entering Unmasked Estep 
Score: -17428640.000000 Penalty: 5939.699219
	Iteration 22Q: 3 clusters Score -1.742864e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91688 members 
Mstep: Class 2 contains 67080 members 
Entering Unmasked Estep 
Score: -17428828.000000 Penalty: 5939.699219
	Iteration 23Q: 3 clusters Score -1.742883e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92134 members 
Mstep: Class 2 contains 66634 members 
Entering Unmasked Estep 
Score: -17428938.000000 Penalty: 5939.699219
	Iteration 24Q: 3 clusters Score -1.742894e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92580 members 
Mstep: Class 2 contains 66188 members 
Entering Unmasked Estep 
Score: -17429080.000000 Penalty: 5939.699219
	Iteration 25Q: 3 clusters Score -1.742908e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92993 members 
Mstep: Class 2 contains 65775 members 
Entering Unmasked Estep 
Score: -17429178.000000 Penalty: 5939.699219
	Iteration 26Q: 3 clusters Score -1.742918e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93454 members 
Mstep: Class 2 contains 65314 members 
Entering Unmasked Estep 
Score: -17429272.000000 Penalty: 5939.699219
	Iteration 27Q: 3 clusters Score -1.742927e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93927 members 
Mstep: Class 2 contains 64841 members 
Entering Unmasked Estep 
Score: -17429512.000000 Penalty: 5939.699219
	Iteration 28Q: 3 clusters Score -1.742951e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94415 members 
Mstep: Class 2 contains 64353 members 
Entering Unmasked Estep 
Score: -17429728.000000 Penalty: 5939.699219
	Iteration 29Q: 3 clusters Score -1.742973e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94894 members 
Mstep: Class 2 contains 63874 members 
Entering Unmasked Estep 
Score: -17429918.000000 Penalty: 5939.699219
	Iteration 30Q: 3 clusters Score -1.742992e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95398 members 
Mstep: Class 2 contains 63370 members 
Entering Unmasked Estep 
Score: -17430074.000000 Penalty: 5939.699219
	Iteration 31Q: 3 clusters Score -1.743007e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95890 members 
Mstep: Class 2 contains 62878 members 
Entering Unmasked Estep 
Score: -17430240.000000 Penalty: 5939.699219
	Iteration 32Q: 3 clusters Score -1.743024e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96401 members 
Mstep: Class 2 contains 62367 members 
Entering Unmasked Estep 
Score: -17430416.000000 Penalty: 5939.699219
	Iteration 33Q: 3 clusters Score -1.743042e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96957 members 
Mstep: Class 2 contains 61811 members 
Entering Unmasked Estep 
Score: -17430706.000000 Penalty: 5939.699219
	Iteration 34Q: 3 clusters Score -1.743071e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97590 members 
Mstep: Class 2 contains 61178 members 
Entering Unmasked Estep 
Score: -17430986.000000 Penalty: 5939.699219
	Iteration 35Q: 3 clusters Score -1.743099e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98245 members 
Mstep: Class 2 contains 60523 members 
Entering Unmasked Estep 
Score: -17431376.000000 Penalty: 5939.699219
	Iteration 36Q: 3 clusters Score -1.743138e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98918 members 
Mstep: Class 2 contains 59850 members 
Entering Unmasked Estep 
Score: -17431622.000000 Penalty: 5939.699219
	Iteration 37Q: 3 clusters Score -1.743162e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99549 members 
Mstep: Class 2 contains 59219 members 
Entering Unmasked Estep 
Score: -17431906.000000 Penalty: 5939.699219
	Iteration 38Q: 3 clusters Score -1.743191e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100177 members 
Mstep: Class 2 contains 58591 members 
Entering Unmasked Estep 
Score: -17432172.000000 Penalty: 5939.699219
	Iteration 39Q: 3 clusters Score -1.743217e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100857 members 
Mstep: Class 2 contains 57911 members 
Entering Unmasked Estep 
Score: -17432426.000000 Penalty: 5939.699219
	Iteration 40F: 3 clusters Score -1.743243e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101523 members 
Mstep: Class 2 contains 57245 members 
Entering Unmasked Estep 
Score: -17432588.000000 Penalty: 5939.699219
	Iteration 41Q: 3 clusters Score -1.743259e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102198 members 
Mstep: Class 2 contains 56570 members 
Entering Unmasked Estep 
Score: -17432906.000000 Penalty: 5939.699219
	Iteration 42Q: 3 clusters Score -1.743291e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102881 members 
Mstep: Class 2 contains 55887 members 
Entering Unmasked Estep 
Score: -17433218.000000 Penalty: 5939.699219
	Iteration 43Q: 3 clusters Score -1.743322e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103629 members 
Mstep: Class 2 contains 55139 members 
Entering Unmasked Estep 
Score: -17433388.000000 Penalty: 5939.699219
	Iteration 44Q: 3 clusters Score -1.743339e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104443 members 
Mstep: Class 2 contains 54325 members 
Entering Unmasked Estep 
Score: -17433692.000000 Penalty: 5939.699219
	Iteration 45Q: 3 clusters Score -1.743369e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105355 members 
Mstep: Class 2 contains 53413 members 
Entering Unmasked Estep 
Score: -17434098.000000 Penalty: 5939.699219
	Iteration 46Q: 3 clusters Score -1.74341e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106313 members 
Mstep: Class 2 contains 52455 members 
Entering Unmasked Estep 
Score: -17434412.000000 Penalty: 5939.699219
	Iteration 47Q: 3 clusters Score -1.743441e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107361 members 
Mstep: Class 2 contains 51407 members 
Entering Unmasked Estep 
Score: -17434704.000000 Penalty: 5939.699219
	Iteration 48Q: 3 clusters Score -1.74347e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108521 members 
Mstep: Class 2 contains 50247 members 
Entering Unmasked Estep 
Score: -17435044.000000 Penalty: 5939.699219
	Iteration 49Q: 3 clusters Score -1.743504e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109818 members 
Mstep: Class 2 contains 48950 members 
Entering Unmasked Estep 
Score: -17435472.000000 Penalty: 5939.699219
	Iteration 50Q: 3 clusters Score -1.743547e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111123 members 
Mstep: Class 2 contains 47645 members 
Entering Unmasked Estep 
Score: -17435994.000000 Penalty: 5939.699219
	Iteration 51Q: 3 clusters Score -1.743599e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112508 members 
Mstep: Class 2 contains 46260 members 
Entering Unmasked Estep 
Score: -17436596.000000 Penalty: 5939.699219
	Iteration 52Q: 3 clusters Score -1.74366e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114019 members 
Mstep: Class 2 contains 44749 members 
Entering Unmasked Estep 
Score: -17437062.000000 Penalty: 5939.699219
	Iteration 53Q: 3 clusters Score -1.743706e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115627 members 
Mstep: Class 2 contains 43141 members 
Entering Unmasked Estep 
Score: -17437704.000000 Penalty: 5939.699219
	Iteration 54Q: 3 clusters Score -1.74377e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117329 members 
Mstep: Class 2 contains 41439 members 
Entering Unmasked Estep 
Score: -17438392.000000 Penalty: 5939.699219
	Iteration 55Q: 3 clusters Score -1.743839e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119046 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -17438982.000000 Penalty: 5939.699219
	Iteration 56Q: 3 clusters Score -1.743898e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120745 members 
Mstep: Class 2 contains 38023 members 
Entering Unmasked Estep 
Score: -17439642.000000 Penalty: 5939.699219
	Iteration 57Q: 3 clusters Score -1.743964e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122433 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -17440280.000000 Penalty: 5939.699219
	Iteration 58Q: 3 clusters Score -1.744028e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124112 members 
Mstep: Class 2 contains 34656 members 
Entering Unmasked Estep 
Score: -17440834.000000 Penalty: 5939.699219
	Iteration 59Q: 3 clusters Score -1.744083e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125787 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -17441350.000000 Penalty: 5939.699219
	Iteration 60F: 3 clusters Score -1.744135e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127417 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -17441854.000000 Penalty: 5939.699219
	Iteration 61Q: 3 clusters Score -1.744185e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129052 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -17442342.000000 Penalty: 5939.699219
	Iteration 62Q: 3 clusters Score -1.744234e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130757 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -17442796.000000 Penalty: 5939.699219
	Iteration 63Q: 3 clusters Score -1.74428e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132411 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -17443228.000000 Penalty: 5939.699219
	Iteration 64Q: 3 clusters Score -1.744323e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134117 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -17443634.000000 Penalty: 5939.699219
	Iteration 65Q: 3 clusters Score -1.744363e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135789 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -17444062.000000 Penalty: 5939.699219
	Iteration 66Q: 3 clusters Score -1.744406e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137445 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -17444610.000000 Penalty: 5939.699219
	Iteration 67Q: 3 clusters Score -1.744461e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139162 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -17445182.000000 Penalty: 5939.699219
	Iteration 68Q: 3 clusters Score -1.744518e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141017 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -17445776.000000 Penalty: 5939.699219
	Iteration 69Q: 3 clusters Score -1.744578e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142927 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -17446470.000000 Penalty: 5939.699219
	Iteration 70Q: 3 clusters Score -1.744647e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144837 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -17447252.000000 Penalty: 5939.699219
	Iteration 71Q: 3 clusters Score -1.744725e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146687 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -17448126.000000 Penalty: 5939.699219
	Iteration 72Q: 3 clusters Score -1.744813e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148468 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -17448974.000000 Penalty: 5939.699219
	Iteration 73Q: 3 clusters Score -1.744897e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150170 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -17449764.000000 Penalty: 5939.699219
	Iteration 74Q: 3 clusters Score -1.744976e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151751 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -17450522.000000 Penalty: 5939.699219
	Iteration 75Q: 3 clusters Score -1.745052e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153116 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -17451206.000000 Penalty: 5939.699219
	Iteration 76Q: 3 clusters Score -1.745121e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154230 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -17451868.000000 Penalty: 5939.699219
	Iteration 77Q: 3 clusters Score -1.745187e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155115 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -17452312.000000 Penalty: 5939.699219
	Iteration 78Q: 3 clusters Score -1.745231e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155791 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -17452678.000000 Penalty: 5939.699219
	Iteration 79Q: 3 clusters Score -1.745268e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156258 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -17452924.000000 Penalty: 5939.699219
	Iteration 80F: 3 clusters Score -1.745292e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156573 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -17453042.000000 Penalty: 5939.699219
	Iteration 81Q: 3 clusters Score -1.745304e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156780 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -17453148.000000 Penalty: 5939.699219
	Iteration 82Q: 3 clusters Score -1.745315e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156916 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -17453214.000000 Penalty: 5939.699219
	Iteration 83Q: 3 clusters Score -1.745321e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157043 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -17453280.000000 Penalty: 5939.699219
	Iteration 84Q: 3 clusters Score -1.745328e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157134 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -17453322.000000 Penalty: 5939.699219
	Iteration 85Q: 3 clusters Score -1.745332e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157212 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -17453334.000000 Penalty: 5939.699219
	Iteration 86Q: 3 clusters Score -1.745333e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157268 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -17453366.000000 Penalty: 5939.699219
	Iteration 87Q: 3 clusters Score -1.745337e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157311 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -17453420.000000 Penalty: 5939.699219
	Iteration 88Q: 3 clusters Score -1.745342e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157345 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -17453430.000000 Penalty: 5939.699219
	Iteration 89Q: 3 clusters Score -1.745343e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157386 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -17453452.000000 Penalty: 5939.699219
	Iteration 90Q: 3 clusters Score -1.745345e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157422 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -17453440.000000 Penalty: 5939.699219
	Iteration 91Q: 3 clusters Score -1.745344e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157447 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -17453452.000000 Penalty: 5939.699219
	Iteration 92Q: 3 clusters Score -1.745345e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157487 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -17453488.000000 Penalty: 5939.699219
	Iteration 93Q: 3 clusters Score -1.745349e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157512 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -17453470.000000 Penalty: 5939.699219
	Iteration 94Q: 3 clusters Score -1.745347e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157531 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -17453518.000000 Penalty: 5939.699219
	Iteration 95Q: 3 clusters Score -1.745352e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157546 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -17453528.000000 Penalty: 5939.699219
	Iteration 96Q: 3 clusters Score -1.745353e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157556 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -17453512.000000 Penalty: 5939.699219
	Iteration 97Q: 3 clusters Score -1.745351e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157561 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -17453518.000000 Penalty: 5939.699219
	Iteration 98Q: 3 clusters Score -1.745352e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157567 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -17453520.000000 Penalty: 5939.699219
	Iteration 99Q: 3 clusters Score -1.745352e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157577 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -17453520.000000 Penalty: 5939.699219
	Iteration 100F: 3 clusters Score -1.745352e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157590 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -17453548.000000 Penalty: 5939.699219
	Iteration 101Q: 3 clusters Score -1.745355e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157602 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -17453560.000000 Penalty: 5939.699219
	Iteration 102Q: 3 clusters Score -1.745356e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157605 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -17453566.000000 Penalty: 5939.699219
	Iteration 103Q: 3 clusters Score -1.745357e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157614 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -17453564.000000 Penalty: 5939.699219
	Iteration 104Q: 3 clusters Score -1.745356e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157618 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -17453546.000000 Penalty: 5939.699219
	Iteration 105Q: 3 clusters Score -1.745355e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157624 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -17453548.000000 Penalty: 5939.699219
	Iteration 106Q: 3 clusters Score -1.745355e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157628 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -17453556.000000 Penalty: 5939.699219
	Iteration 107Q: 3 clusters Score -1.745356e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157633 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -17453546.000000 Penalty: 5939.699219
	Iteration 108Q: 3 clusters Score -1.745355e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157638 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -17453542.000000 Penalty: 5939.699219
	Iteration 109Q: 3 clusters Score -1.745354e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157643 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -17453536.000000 Penalty: 5939.699219
	Iteration 110Q: 3 clusters Score -1.745354e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157647 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -17453546.000000 Penalty: 5939.699219
	Iteration 111Q: 3 clusters Score -1.745355e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157652 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -17453552.000000 Penalty: 5939.699219
	Iteration 112Q: 3 clusters Score -1.745355e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157655 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -17453556.000000 Penalty: 5939.699219
	Iteration 113Q: 3 clusters Score -1.745356e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157655 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -17453560.000000 Penalty: 5939.699219
	Iteration 114Q: 3 clusters Score -1.745356e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157653 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -17453546.000000 Penalty: 5939.699219
	Iteration 115Q: 3 clusters Score -1.745355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157649 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -17453566.000000 Penalty: 5939.699219
	Iteration 116Q: 3 clusters Score -1.745357e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157650 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -17453564.000000 Penalty: 5939.699219
	Iteration 117Q: 3 clusters Score -1.745356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157649 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -17453570.000000 Penalty: 5939.699219
	Iteration 118Q: 3 clusters Score -1.745357e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157649 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -17453570.000000 Penalty: 5939.699219
	Iteration 119F: 3 clusters Score -1.745357e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Entering Unmasked Estep 
Score: -238264.671875 Penalty: 1964.000366
	Iteration 0F: 2 clusters Score -238264.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -235261.953125 Penalty: 3928.000732
	Iteration 0F: 3 clusters Score -235262 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -235974.093750 Penalty: 3928.000732
	Iteration 1F: 3 clusters Score -235974.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -236249.296875 Penalty: 3928.000732
	Iteration 2F: 3 clusters Score -236249.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -236434.812500 Penalty: 3928.000732
	Iteration 3F: 3 clusters Score -236434.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -236570.078125 Penalty: 3928.000732
	Iteration 4Q: 3 clusters Score -236570.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -236705.515625 Penalty: 3928.000732
	Iteration 5Q: 3 clusters Score -236705.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -236805.296875 Penalty: 3928.000732
	Iteration 6Q: 3 clusters Score -236805.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -236882.875000 Penalty: 3928.000732
	Iteration 7Q: 3 clusters Score -236882.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -236947.281250 Penalty: 3928.000732
	Iteration 8Q: 3 clusters Score -236947.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -236999.281250 Penalty: 3928.000732
	Iteration 9Q: 3 clusters Score -236999.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -237032.406250 Penalty: 3928.000732
	Iteration 10Q: 3 clusters Score -237032.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -237060.640625 Penalty: 3928.000732
	Iteration 11Q: 3 clusters Score -237060.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -237086.828125 Penalty: 3928.000732
	Iteration 12Q: 3 clusters Score -237086.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -237104.328125 Penalty: 3928.000732
	Iteration 13Q: 3 clusters Score -237104.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -237114.093750 Penalty: 3928.000732
	Iteration 14Q: 3 clusters Score -237114.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -237123.750000 Penalty: 3928.000732
	Iteration 15Q: 3 clusters Score -237123.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -237128.781250 Penalty: 3928.000732
	Iteration 16Q: 3 clusters Score -237128.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -237131.625000 Penalty: 3928.000732
	Iteration 17Q: 3 clusters Score -237131.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -237135.250000 Penalty: 3928.000732
	Iteration 18Q: 3 clusters Score -237135.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -237136.296875 Penalty: 3928.000732
	Iteration 19Q: 3 clusters Score -237136.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -237138.312500 Penalty: 3928.000732
	Iteration 20F: 3 clusters Score -237138.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -237140.093750 Penalty: 3928.000732
	Iteration 21Q: 3 clusters Score -237140.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -237143.062500 Penalty: 3928.000732
	Iteration 22Q: 3 clusters Score -237143.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -237143.687500 Penalty: 3928.000732
	Iteration 23Q: 3 clusters Score -237143.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -237143.687500 Penalty: 3928.000732
	Iteration 24F: 3 clusters Score -237143.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Entering Unmasked Estep 
Score: -1405748.750000 Penalty: 2363.177002
	Iteration 0F: 2 clusters Score -1405749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1395672.625000 Penalty: 4726.354004
	Iteration 0F: 3 clusters Score -1395673 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1398898.750000 Penalty: 4726.354004
	Iteration 1F: 3 clusters Score -1398899 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1399415.250000 Penalty: 4726.354004
	Iteration 2F: 3 clusters Score -1399415 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1399895.875000 Penalty: 4726.354004
	Iteration 3F: 3 clusters Score -1399896 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1400376.500000 Penalty: 4726.354004
	Iteration 4F: 3 clusters Score -1400376 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1400868.750000 Penalty: 4726.354004
	Iteration 5F: 3 clusters Score -1400869 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1401330.750000 Penalty: 4726.354004
	Iteration 6F: 3 clusters Score -1401331 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1401803.250000 Penalty: 4726.354004
	Iteration 7Q: 3 clusters Score -1401803 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1402261.375000 Penalty: 4726.354004
	Iteration 8Q: 3 clusters Score -1402261 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1402672.875000 Penalty: 4726.354004
	Iteration 9Q: 3 clusters Score -1402673 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1403002.750000 Penalty: 4726.354004
	Iteration 10Q: 3 clusters Score -1403003 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1403243.750000 Penalty: 4726.354004
	Iteration 11Q: 3 clusters Score -1403244 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1403408.125000 Penalty: 4726.354004
	Iteration 12Q: 3 clusters Score -1403408 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1403530.000000 Penalty: 4726.354004
	Iteration 13Q: 3 clusters Score -1403530 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1403637.125000 Penalty: 4726.354004
	Iteration 14Q: 3 clusters Score -1403637 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1403719.500000 Penalty: 4726.354004
	Iteration 15Q: 3 clusters Score -1403720 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1403775.500000 Penalty: 4726.354004
	Iteration 16Q: 3 clusters Score -1403776 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1403820.500000 Penalty: 4726.354004
	Iteration 17Q: 3 clusters Score -1403820 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1403853.250000 Penalty: 4726.354004
	Iteration 18Q: 3 clusters Score -1403853 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1403884.375000 Penalty: 4726.354004
	Iteration 19Q: 3 clusters Score -1403884 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1403912.125000 Penalty: 4726.354004
	Iteration 20F: 3 clusters Score -1403912 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1403935.125000 Penalty: 4726.354004
	Iteration 21Q: 3 clusters Score -1403935 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1403949.375000 Penalty: 4726.354004
	Iteration 22Q: 3 clusters Score -1403949 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1403962.000000 Penalty: 4726.354004
	Iteration 23Q: 3 clusters Score -1403962 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1403976.625000 Penalty: 4726.354004
	Iteration 24Q: 3 clusters Score -1403977 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -1403988.375000 Penalty: 4726.354004
	Iteration 25Q: 3 clusters Score -1403988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1403995.625000 Penalty: 4726.354004
	Iteration 26Q: 3 clusters Score -1403996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1404000.000000 Penalty: 4726.354004
	Iteration 27Q: 3 clusters Score -1404000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1404008.125000 Penalty: 4726.354004
	Iteration 28Q: 3 clusters Score -1404008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1404013.875000 Penalty: 4726.354004
	Iteration 29Q: 3 clusters Score -1404014 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1404021.375000 Penalty: 4726.354004
	Iteration 30Q: 3 clusters Score -1404021 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -1404032.125000 Penalty: 4726.354004
	Iteration 31Q: 3 clusters Score -1404032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1404037.375000 Penalty: 4726.354004
	Iteration 32Q: 3 clusters Score -1404037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1404043.750000 Penalty: 4726.354004
	Iteration 33Q: 3 clusters Score -1404044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1404049.125000 Penalty: 4726.354004
	Iteration 34Q: 3 clusters Score -1404049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1404050.250000 Penalty: 4726.354004
	Iteration 35Q: 3 clusters Score -1404050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1404049.625000 Penalty: 4726.354004
	Iteration 36Q: 3 clusters Score -1404050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1404049.750000 Penalty: 4726.354004
	Iteration 37Q: 3 clusters Score -1404050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -1404051.875000 Penalty: 4726.354004
	Iteration 38Q: 3 clusters Score -1404052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -1404051.875000 Penalty: 4726.354004
	Iteration 39F: 3 clusters Score -1404052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Entering Unmasked Estep 
Score: -144124.078125 Penalty: 1808.668457
	Iteration 0F: 2 clusters Score -144124.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -141985.765625 Penalty: 3617.336914
	Iteration 0F: 3 clusters Score -141985.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -142516.375000 Penalty: 3617.336914
	Iteration 1F: 3 clusters Score -142516.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -142782.328125 Penalty: 3617.336914
	Iteration 2F: 3 clusters Score -142782.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -143052.593750 Penalty: 3617.336914
	Iteration 3F: 3 clusters Score -143052.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -143249.140625 Penalty: 3617.336914
	Iteration 4F: 3 clusters Score -143249.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -143438.906250 Penalty: 3617.336914
	Iteration 5F: 3 clusters Score -143438.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -143652.343750 Penalty: 3617.336914
	Iteration 6F: 3 clusters Score -143652.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -143933.515625 Penalty: 3617.336914
	Iteration 7Q: 3 clusters Score -143933.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -144280.312500 Penalty: 3617.336914
	Iteration 8Q: 3 clusters Score -144280.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -144461.375000 Penalty: 3617.336914
	Iteration 9Q: 3 clusters Score -144461.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -144510.453125 Penalty: 3617.336914
	Iteration 10Q: 3 clusters Score -144510.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -144537.031250 Penalty: 3617.336914
	Iteration 11Q: 3 clusters Score -144537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -144556.250000 Penalty: 3617.336914
	Iteration 12Q: 3 clusters Score -144556.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -144566.156250 Penalty: 3617.336914
	Iteration 13Q: 3 clusters Score -144566.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -144570.453125 Penalty: 3617.336914
	Iteration 14Q: 3 clusters Score -144570.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -144577.625000 Penalty: 3617.336914
	Iteration 15Q: 3 clusters Score -144577.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -144584.843750 Penalty: 3617.336914
	Iteration 16Q: 3 clusters Score -144584.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -144590.531250 Penalty: 3617.336914
	Iteration 17Q: 3 clusters Score -144590.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -144594.218750 Penalty: 3617.336914
	Iteration 18Q: 3 clusters Score -144594.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -144595.453125 Penalty: 3617.336914
	Iteration 19Q: 3 clusters Score -144595.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -144598.156250 Penalty: 3617.336914
	Iteration 20F: 3 clusters Score -144598.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -144601.031250 Penalty: 3617.336914
	Iteration 21Q: 3 clusters Score -144601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -144601.500000 Penalty: 3617.336914
	Iteration 22Q: 3 clusters Score -144601.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -144601.500000 Penalty: 3617.336914
	Iteration 23F: 3 clusters Score -144601.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 158768 members 
Mstep: Class 2 contains 2750 members 
Mstep: Class 3 contains 13752 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 21683 members 
Mstep: Class 6 contains 72438 members 
Mstep: Class 7 contains 9437 members 
Mstep: Class 8 contains 1531 members 
Mstep: Class 9 contains 181510 members 
Mstep: Class 10 contains 12811 members 
Mstep: Class 11 contains 54806 members 
Mstep: Class 12 contains 2965 members 
Mstep: Class 13 contains 5812 members 
Mstep: Class 14 contains 55913 members 
Mstep: Class 15 contains 12544 members 
Mstep: Class 16 contains 40618 members 
Mstep: Class 17 contains 25496 members 
Mstep: Class 18 contains 101475 members 
Mstep: Class 19 contains 2930 members 
Mstep: Class 20 contains 5594 members 
Mstep: Class 21 contains 40644 members 
Mstep: Class 22 contains 1373 members 
Mstep: Class 23 contains 3136 members 
Mstep: Class 24 contains 8640 members 
Mstep: Class 25 contains 4498 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 2182 members 
Mstep: Class 28 contains 15095 members 
Mstep: Class 29 contains 23265 members 
Mstep: Class 30 contains 3124 members 
Mstep: Class 31 contains 13417 members 
Mstep: Class 32 contains 8037 members 
Mstep: Class 33 contains 66706 members 
Mstep: Class 34 contains 26306 members 
Mstep: Class 35 contains 15561 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18073 members 
Mstep: Class 38 contains 1799 members 
Mstep: Class 39 contains 2442 members 
Mstep: Class 40 contains 589 members 
Mstep: Class 41 contains 1545 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 11915 members 
Mstep: Class 44 contains 3555 members 
Mstep: Class 45 contains 13504 members 
Mstep: Class 46 contains 3188 members 
Mstep: Class 47 contains 18040 members 
Mstep: Class 48 contains 3446 members 
Mstep: Class 49 contains 1635 members 
Mstep: Class 50 contains 1996 members 
Mstep: Class 51 contains 1086 members 
Entering Unmasked Estep 
Score: -115175240.000000 Penalty: 175994.609375
Splitting cluster 4 changes total score from -115176144.000000 to -115175240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (21683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Entering Unmasked Estep 
Score: -2255276.500000 Penalty: 2476.102295
	Iteration 0F: 2 clusters Score -2255276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -2239998.500000 Penalty: 4952.204590
	Iteration 0F: 3 clusters Score -2239998 nChanged 9588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -2245393.750000 Penalty: 4952.204590
	Iteration 1F: 3 clusters Score -2245394 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -2245880.250000 Penalty: 4952.204590
	Iteration 2F: 3 clusters Score -2245880 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -2246359.000000 Penalty: 4952.204590
	Iteration 3F: 3 clusters Score -2246359 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -2246859.750000 Penalty: 4952.204590
	Iteration 4Q: 3 clusters Score -2246860 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -2247417.750000 Penalty: 4952.204590
	Iteration 5Q: 3 clusters Score -2247418 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -2248118.750000 Penalty: 4952.204590
	Iteration 6F: 3 clusters Score -2248119 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -2248918.250000 Penalty: 4952.204590
	Iteration 7F: 3 clusters Score -2248918 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -2249693.500000 Penalty: 4952.204590
	Iteration 8F: 3 clusters Score -2249694 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -2250376.000000 Penalty: 4952.204590
	Iteration 9Q: 3 clusters Score -2250376 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -2250962.000000 Penalty: 4952.204590
	Iteration 10Q: 3 clusters Score -2250962 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -2251367.500000 Penalty: 4952.204590
	Iteration 11Q: 3 clusters Score -2251368 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -2251621.500000 Penalty: 4952.204590
	Iteration 12Q: 3 clusters Score -2251622 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -2251783.250000 Penalty: 4952.204590
	Iteration 13Q: 3 clusters Score -2251783 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -2251907.000000 Penalty: 4952.204590
	Iteration 14Q: 3 clusters Score -2251907 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -2251998.500000 Penalty: 4952.204590
	Iteration 15Q: 3 clusters Score -2251998 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -2252082.500000 Penalty: 4952.204590
	Iteration 16Q: 3 clusters Score -2252082 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -2252156.250000 Penalty: 4952.204590
	Iteration 17Q: 3 clusters Score -2252156 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -2252243.250000 Penalty: 4952.204590
	Iteration 18Q: 3 clusters Score -2252243 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -2252350.250000 Penalty: 4952.204590
	Iteration 19Q: 3 clusters Score -2252350 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -2252453.000000 Penalty: 4952.204590
	Iteration 20F: 3 clusters Score -2252453 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -2252542.000000 Penalty: 4952.204590
	Iteration 21Q: 3 clusters Score -2252542 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -2252633.000000 Penalty: 4952.204590
	Iteration 22Q: 3 clusters Score -2252633 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -2252730.500000 Penalty: 4952.204590
	Iteration 23Q: 3 clusters Score -2252730 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -2252811.500000 Penalty: 4952.204590
	Iteration 24Q: 3 clusters Score -2252812 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -2252877.750000 Penalty: 4952.204590
	Iteration 25Q: 3 clusters Score -2252878 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -2252921.500000 Penalty: 4952.204590
	Iteration 26Q: 3 clusters Score -2252922 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -2252970.000000 Penalty: 4952.204590
	Iteration 27Q: 3 clusters Score -2252970 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -2253006.000000 Penalty: 4952.204590
	Iteration 28Q: 3 clusters Score -2253006 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -2253041.750000 Penalty: 4952.204590
	Iteration 29Q: 3 clusters Score -2253042 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -2253070.250000 Penalty: 4952.204590
	Iteration 30Q: 3 clusters Score -2253070 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -2253101.250000 Penalty: 4952.204590
	Iteration 31Q: 3 clusters Score -2253101 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -2253119.500000 Penalty: 4952.204590
	Iteration 32Q: 3 clusters Score -2253120 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -2253130.000000 Penalty: 4952.204590
	Iteration 33Q: 3 clusters Score -2253130 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -2253138.000000 Penalty: 4952.204590
	Iteration 34Q: 3 clusters Score -2253138 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -2253151.000000 Penalty: 4952.204590
	Iteration 35Q: 3 clusters Score -2253151 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -2253160.500000 Penalty: 4952.204590
	Iteration 36Q: 3 clusters Score -2253160 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -2253179.500000 Penalty: 4952.204590
	Iteration 37Q: 3 clusters Score -2253180 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -2253184.750000 Penalty: 4952.204590
	Iteration 38Q: 3 clusters Score -2253185 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -2253188.500000 Penalty: 4952.204590
	Iteration 39Q: 3 clusters Score -2253188 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -2253191.750000 Penalty: 4952.204590
	Iteration 40F: 3 clusters Score -2253192 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -2253194.750000 Penalty: 4952.204590
	Iteration 41Q: 3 clusters Score -2253195 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -2253198.500000 Penalty: 4952.204590
	Iteration 42Q: 3 clusters Score -2253198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -2253196.500000 Penalty: 4952.204590
	Iteration 43Q: 3 clusters Score -2253196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -2253204.500000 Penalty: 4952.204590
	Iteration 44Q: 3 clusters Score -2253204 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -2253210.000000 Penalty: 4952.204590
	Iteration 45Q: 3 clusters Score -2253210 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -2253213.500000 Penalty: 4952.204590
	Iteration 46Q: 3 clusters Score -2253214 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -2253220.250000 Penalty: 4952.204590
	Iteration 47Q: 3 clusters Score -2253220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -2253225.750000 Penalty: 4952.204590
	Iteration 48Q: 3 clusters Score -2253226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -2253230.000000 Penalty: 4952.204590
	Iteration 49Q: 3 clusters Score -2253230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -2253228.000000 Penalty: 4952.204590
	Iteration 50Q: 3 clusters Score -2253228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -2253237.500000 Penalty: 4952.204590
	Iteration 51Q: 3 clusters Score -2253238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -2253240.250000 Penalty: 4952.204590
	Iteration 52Q: 3 clusters Score -2253240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2253238.750000 Penalty: 4952.204590
	Iteration 53Q: 3 clusters Score -2253239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -2253238.250000 Penalty: 4952.204590
	Iteration 54Q: 3 clusters Score -2253238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -2253244.500000 Penalty: 4952.204590
	Iteration 55Q: 3 clusters Score -2253244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -2253247.750000 Penalty: 4952.204590
	Iteration 56Q: 3 clusters Score -2253248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -2253250.500000 Penalty: 4952.204590
	Iteration 57Q: 3 clusters Score -2253250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -2253255.750000 Penalty: 4952.204590
	Iteration 58Q: 3 clusters Score -2253256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -2253262.000000 Penalty: 4952.204590
	Iteration 59Q: 3 clusters Score -2253262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -2253262.750000 Penalty: 4952.204590
	Iteration 60F: 3 clusters Score -2253263 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -2253259.750000 Penalty: 4952.204590
	Iteration 61Q: 3 clusters Score -2253260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -2253270.750000 Penalty: 4952.204590
	Iteration 62Q: 3 clusters Score -2253271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -2253273.750000 Penalty: 4952.204590
	Iteration 63Q: 3 clusters Score -2253274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -2253273.500000 Penalty: 4952.204590
	Iteration 64Q: 3 clusters Score -2253274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -2253272.500000 Penalty: 4952.204590
	Iteration 65Q: 3 clusters Score -2253272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -2253274.250000 Penalty: 4952.204590
	Iteration 66Q: 3 clusters Score -2253274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -2253267.750000 Penalty: 4952.204590
	Iteration 67Q: 3 clusters Score -2253268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -2253269.500000 Penalty: 4952.204590
	Iteration 68Q: 3 clusters Score -2253270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -2253274.000000 Penalty: 4952.204590
	Iteration 69Q: 3 clusters Score -2253274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -2253272.500000 Penalty: 4952.204590
	Iteration 70Q: 3 clusters Score -2253272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -2253274.750000 Penalty: 4952.204590
	Iteration 71Q: 3 clusters Score -2253275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -2253275.250000 Penalty: 4952.204590
	Iteration 72Q: 3 clusters Score -2253275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -2253276.250000 Penalty: 4952.204590
	Iteration 73Q: 3 clusters Score -2253276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -2253274.750000 Penalty: 4952.204590
	Iteration 74Q: 3 clusters Score -2253275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -2253271.000000 Penalty: 4952.204590
	Iteration 75Q: 3 clusters Score -2253271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -2253276.250000 Penalty: 4952.204590
	Iteration 76Q: 3 clusters Score -2253276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -2253277.500000 Penalty: 4952.204590
	Iteration 77Q: 3 clusters Score -2253278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -2253276.000000 Penalty: 4952.204590
	Iteration 78Q: 3 clusters Score -2253276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -2253278.250000 Penalty: 4952.204590
	Iteration 79Q: 3 clusters Score -2253278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -2253279.250000 Penalty: 4952.204590
	Iteration 80F: 3 clusters Score -2253279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -2253280.750000 Penalty: 4952.204590
	Iteration 81Q: 3 clusters Score -2253281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -2253283.750000 Penalty: 4952.204590
	Iteration 82Q: 3 clusters Score -2253284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -2253280.250000 Penalty: 4952.204590
	Iteration 83Q: 3 clusters Score -2253280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -2253281.250000 Penalty: 4952.204590
	Iteration 84Q: 3 clusters Score -2253281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -2253281.000000 Penalty: 4952.204590
	Iteration 85Q: 3 clusters Score -2253281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -2253280.250000 Penalty: 4952.204590
	Iteration 86Q: 3 clusters Score -2253280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -2253283.750000 Penalty: 4952.204590
	Iteration 87Q: 3 clusters Score -2253284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -2253282.500000 Penalty: 4952.204590
	Iteration 88Q: 3 clusters Score -2253282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -2253282.500000 Penalty: 4952.204590
	Iteration 89Q: 3 clusters Score -2253282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -2253282.500000 Penalty: 4952.204590
	Iteration 90F: 3 clusters Score -2253282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (72438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72438 members 
Entering Unmasked Estep 
Score: -8070126.500000 Penalty: 2775.240479
	Iteration 0F: 2 clusters Score -8070126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -8021602.500000 Penalty: 5550.480957
	Iteration 0F: 3 clusters Score -8021602 nChanged 33974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 34804 members 
Entering Unmasked Estep 
Score: -8040558.500000 Penalty: 5550.480957
	Iteration 1F: 3 clusters Score -8040558 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38371 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -8041028.500000 Penalty: 5550.480957
	Iteration 2Q: 3 clusters Score -8041028 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39445 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -8041521.000000 Penalty: 5550.480957
	Iteration 3Q: 3 clusters Score -8041521 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 31387 members 
Entering Unmasked Estep 
Score: -8042146.500000 Penalty: 5550.480957
	Iteration 4Q: 3 clusters Score -8042146 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -8043071.000000 Penalty: 5550.480957
	Iteration 5Q: 3 clusters Score -8043071 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46706 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -8044698.500000 Penalty: 5550.480957
	Iteration 6Q: 3 clusters Score -8044698 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -8047744.500000 Penalty: 5550.480957
	Iteration 7F: 3 clusters Score -8047744 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57142 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -8052486.000000 Penalty: 5550.480957
	Iteration 8F: 3 clusters Score -8052486 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63359 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -8058468.000000 Penalty: 5550.480957
	Iteration 9F: 3 clusters Score -8058468 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68238 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -8063445.500000 Penalty: 5550.480957
	Iteration 10F: 3 clusters Score -8063446 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70927 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -8066126.500000 Penalty: 5550.480957
	Iteration 11Q: 3 clusters Score -8066126 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71916 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8067116.000000 Penalty: 5550.480957
	Iteration 12Q: 3 clusters Score -8067116 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72157 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8067443.500000 Penalty: 5550.480957
	Iteration 13Q: 3 clusters Score -8067444 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72215 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -8067533.000000 Penalty: 5550.480957
	Iteration 14Q: 3 clusters Score -8067533 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72236 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -8067601.000000 Penalty: 5550.480957
	Iteration 15Q: 3 clusters Score -8067601 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72243 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -8067626.500000 Penalty: 5550.480957
	Iteration 16Q: 3 clusters Score -8067626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72247 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -8067636.500000 Penalty: 5550.480957
	Iteration 17Q: 3 clusters Score -8067636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72249 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -8067630.500000 Penalty: 5550.480957
	Iteration 18Q: 3 clusters Score -8067630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72249 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -8067630.500000 Penalty: 5550.480957
	Iteration 19F: 3 clusters Score -8067630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Entering Unmasked Estep 
Score: -938243.000000 Penalty: 2269.793457
	Iteration 0F: 2 clusters Score -938243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -930841.062500 Penalty: 4539.586914
	Iteration 0F: 3 clusters Score -930841.1 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -933062.437500 Penalty: 4539.586914
	Iteration 1F: 3 clusters Score -933062.4 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -933396.375000 Penalty: 4539.586914
	Iteration 2F: 3 clusters Score -933396.4 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -933662.750000 Penalty: 4539.586914
	Iteration 3F: 3 clusters Score -933662.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -933910.500000 Penalty: 4539.586914
	Iteration 4Q: 3 clusters Score -933910.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -934144.000000 Penalty: 4539.586914
	Iteration 5Q: 3 clusters Score -934144 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -934386.437500 Penalty: 4539.586914
	Iteration 6Q: 3 clusters Score -934386.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -934631.000000 Penalty: 4539.586914
	Iteration 7Q: 3 clusters Score -934631 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -934819.937500 Penalty: 4539.586914
	Iteration 8Q: 3 clusters Score -934819.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -934994.375000 Penalty: 4539.586914
	Iteration 9Q: 3 clusters Score -934994.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -935124.687500 Penalty: 4539.586914
	Iteration 10Q: 3 clusters Score -935124.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -935242.750000 Penalty: 4539.586914
	Iteration 11Q: 3 clusters Score -935242.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -935356.875000 Penalty: 4539.586914
	Iteration 12Q: 3 clusters Score -935356.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -935465.500000 Penalty: 4539.586914
	Iteration 13Q: 3 clusters Score -935465.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -935546.375000 Penalty: 4539.586914
	Iteration 14Q: 3 clusters Score -935546.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -935620.187500 Penalty: 4539.586914
	Iteration 15Q: 3 clusters Score -935620.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -935674.750000 Penalty: 4539.586914
	Iteration 16Q: 3 clusters Score -935674.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -935719.625000 Penalty: 4539.586914
	Iteration 17Q: 3 clusters Score -935719.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -935754.312500 Penalty: 4539.586914
	Iteration 18Q: 3 clusters Score -935754.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -935787.250000 Penalty: 4539.586914
	Iteration 19Q: 3 clusters Score -935787.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -935815.187500 Penalty: 4539.586914
	Iteration 20F: 3 clusters Score -935815.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -935850.187500 Penalty: 4539.586914
	Iteration 21Q: 3 clusters Score -935850.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -935882.312500 Penalty: 4539.586914
	Iteration 22Q: 3 clusters Score -935882.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -935909.000000 Penalty: 4539.586914
	Iteration 23Q: 3 clusters Score -935909 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -935929.875000 Penalty: 4539.586914
	Iteration 24Q: 3 clusters Score -935929.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -935949.000000 Penalty: 4539.586914
	Iteration 25Q: 3 clusters Score -935949 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -935965.062500 Penalty: 4539.586914
	Iteration 26Q: 3 clusters Score -935965.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -935974.000000 Penalty: 4539.586914
	Iteration 27Q: 3 clusters Score -935974 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -935985.687500 Penalty: 4539.586914
	Iteration 28Q: 3 clusters Score -935985.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -935993.687500 Penalty: 4539.586914
	Iteration 29Q: 3 clusters Score -935993.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -936001.000000 Penalty: 4539.586914
	Iteration 30Q: 3 clusters Score -936001 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -936008.500000 Penalty: 4539.586914
	Iteration 31Q: 3 clusters Score -936008.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -936020.187500 Penalty: 4539.586914
	Iteration 32Q: 3 clusters Score -936020.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -936029.812500 Penalty: 4539.586914
	Iteration 33Q: 3 clusters Score -936029.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -936037.812500 Penalty: 4539.586914
	Iteration 34Q: 3 clusters Score -936037.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -936050.562500 Penalty: 4539.586914
	Iteration 35Q: 3 clusters Score -936050.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -936064.187500 Penalty: 4539.586914
	Iteration 36Q: 3 clusters Score -936064.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -936072.312500 Penalty: 4539.586914
	Iteration 37Q: 3 clusters Score -936072.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -936084.687500 Penalty: 4539.586914
	Iteration 38Q: 3 clusters Score -936084.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -936095.312500 Penalty: 4539.586914
	Iteration 39Q: 3 clusters Score -936095.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -936098.437500 Penalty: 4539.586914
	Iteration 40F: 3 clusters Score -936098.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -936106.500000 Penalty: 4539.586914
	Iteration 41Q: 3 clusters Score -936106.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -936112.187500 Penalty: 4539.586914
	Iteration 42Q: 3 clusters Score -936112.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -936115.500000 Penalty: 4539.586914
	Iteration 43Q: 3 clusters Score -936115.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -936121.875000 Penalty: 4539.586914
	Iteration 44Q: 3 clusters Score -936121.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -936130.875000 Penalty: 4539.586914
	Iteration 45Q: 3 clusters Score -936130.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -936138.375000 Penalty: 4539.586914
	Iteration 46Q: 3 clusters Score -936138.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -936143.375000 Penalty: 4539.586914
	Iteration 47Q: 3 clusters Score -936143.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -936153.375000 Penalty: 4539.586914
	Iteration 48Q: 3 clusters Score -936153.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -936163.000000 Penalty: 4539.586914
	Iteration 49Q: 3 clusters Score -936163 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -936170.875000 Penalty: 4539.586914
	Iteration 50Q: 3 clusters Score -936170.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -936179.250000 Penalty: 4539.586914
	Iteration 51Q: 3 clusters Score -936179.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -936185.187500 Penalty: 4539.586914
	Iteration 52Q: 3 clusters Score -936185.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -936191.937500 Penalty: 4539.586914
	Iteration 53Q: 3 clusters Score -936191.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -936198.937500 Penalty: 4539.586914
	Iteration 54Q: 3 clusters Score -936198.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -936208.375000 Penalty: 4539.586914
	Iteration 55Q: 3 clusters Score -936208.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -936219.500000 Penalty: 4539.586914
	Iteration 56Q: 3 clusters Score -936219.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -936234.250000 Penalty: 4539.586914
	Iteration 57Q: 3 clusters Score -936234.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -936242.750000 Penalty: 4539.586914
	Iteration 58Q: 3 clusters Score -936242.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -936250.625000 Penalty: 4539.586914
	Iteration 59Q: 3 clusters Score -936250.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -936259.937500 Penalty: 4539.586914
	Iteration 60F: 3 clusters Score -936259.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -936275.500000 Penalty: 4539.586914
	Iteration 61Q: 3 clusters Score -936275.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -936298.812500 Penalty: 4539.586914
	Iteration 62Q: 3 clusters Score -936298.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -936332.562500 Penalty: 4539.586914
	Iteration 63Q: 3 clusters Score -936332.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -936358.625000 Penalty: 4539.586914
	Iteration 64Q: 3 clusters Score -936358.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -936388.500000 Penalty: 4539.586914
	Iteration 65Q: 3 clusters Score -936388.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -936425.000000 Penalty: 4539.586914
	Iteration 66Q: 3 clusters Score -936425 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -936446.750000 Penalty: 4539.586914
	Iteration 67Q: 3 clusters Score -936446.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -936465.812500 Penalty: 4539.586914
	Iteration 68Q: 3 clusters Score -936465.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -936479.625000 Penalty: 4539.586914
	Iteration 69Q: 3 clusters Score -936479.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -936489.812500 Penalty: 4539.586914
	Iteration 70Q: 3 clusters Score -936489.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -936501.312500 Penalty: 4539.586914
	Iteration 71Q: 3 clusters Score -936501.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -936505.125000 Penalty: 4539.586914
	Iteration 72Q: 3 clusters Score -936505.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -936507.375000 Penalty: 4539.586914
	Iteration 73Q: 3 clusters Score -936507.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -936512.000000 Penalty: 4539.586914
	Iteration 74Q: 3 clusters Score -936512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -936512.562500 Penalty: 4539.586914
	Iteration 75Q: 3 clusters Score -936512.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -936516.437500 Penalty: 4539.586914
	Iteration 76Q: 3 clusters Score -936516.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -936520.250000 Penalty: 4539.586914
	Iteration 77Q: 3 clusters Score -936520.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -936522.625000 Penalty: 4539.586914
	Iteration 78Q: 3 clusters Score -936522.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -936524.687500 Penalty: 4539.586914
	Iteration 79Q: 3 clusters Score -936524.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -936528.750000 Penalty: 4539.586914
	Iteration 80F: 3 clusters Score -936528.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -936530.500000 Penalty: 4539.586914
	Iteration 81Q: 3 clusters Score -936530.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -936530.500000 Penalty: 4539.586914
	Iteration 82F: 3 clusters Score -936530.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Entering Unmasked Estep 
Score: -134871.046875 Penalty: 1818.751709
	Iteration 0F: 2 clusters Score -134871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -132539.765625 Penalty: 3637.503418
	Iteration 0F: 3 clusters Score -132539.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -132958.921875 Penalty: 3637.503418
	Iteration 1F: 3 clusters Score -132958.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -133127.125000 Penalty: 3637.503418
	Iteration 2F: 3 clusters Score -133127.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -133261.625000 Penalty: 3637.503418
	Iteration 3F: 3 clusters Score -133261.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -133374.343750 Penalty: 3637.503418
	Iteration 4F: 3 clusters Score -133374.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -133451.375000 Penalty: 3637.503418
	Iteration 5Q: 3 clusters Score -133451.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -133503.187500 Penalty: 3637.503418
	Iteration 6Q: 3 clusters Score -133503.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -133541.500000 Penalty: 3637.503418
	Iteration 7Q: 3 clusters Score -133541.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -133564.312500 Penalty: 3637.503418
	Iteration 8Q: 3 clusters Score -133564.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -133580.750000 Penalty: 3637.503418
	Iteration 9Q: 3 clusters Score -133580.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -133598.000000 Penalty: 3637.503418
	Iteration 10Q: 3 clusters Score -133598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -133606.156250 Penalty: 3637.503418
	Iteration 11Q: 3 clusters Score -133606.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -133613.750000 Penalty: 3637.503418
	Iteration 12Q: 3 clusters Score -133613.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -133624.359375 Penalty: 3637.503418
	Iteration 13Q: 3 clusters Score -133624.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -133633.453125 Penalty: 3637.503418
	Iteration 14Q: 3 clusters Score -133633.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -133638.015625 Penalty: 3637.503418
	Iteration 15Q: 3 clusters Score -133638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -133643.421875 Penalty: 3637.503418
	Iteration 16Q: 3 clusters Score -133643.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -133654.328125 Penalty: 3637.503418
	Iteration 17Q: 3 clusters Score -133654.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -133660.234375 Penalty: 3637.503418
	Iteration 18Q: 3 clusters Score -133660.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -133666.109375 Penalty: 3637.503418
	Iteration 19Q: 3 clusters Score -133666.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -133671.343750 Penalty: 3637.503418
	Iteration 20F: 3 clusters Score -133671.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -133675.796875 Penalty: 3637.503418
	Iteration 21Q: 3 clusters Score -133675.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -133677.406250 Penalty: 3637.503418
	Iteration 22Q: 3 clusters Score -133677.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -133677.406250 Penalty: 3637.503418
	Iteration 23F: 3 clusters Score -133677.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (181510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181510 members 
Entering Unmasked Estep 
Score: -20202932.000000 Penalty: 3003.048340
	Iteration 0F: 2 clusters Score -2.020293e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91127 members 
Mstep: Class 2 contains 90383 members 
Entering Unmasked Estep 
Score: -20089096.000000 Penalty: 6006.096680
	Iteration 0F: 3 clusters Score -2.00891e+07 nChanged 87110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97075 members 
Mstep: Class 2 contains 84435 members 
Entering Unmasked Estep 
Score: -20139566.000000 Penalty: 6006.096680
	Iteration 1F: 3 clusters Score -2.013957e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100951 members 
Mstep: Class 2 contains 80559 members 
Entering Unmasked Estep 
Score: -20140998.000000 Penalty: 6006.096680
	Iteration 2Q: 3 clusters Score -2.0141e+07 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106929 members 
Mstep: Class 2 contains 74581 members 
Entering Unmasked Estep 
Score: -20143100.000000 Penalty: 6006.096680
	Iteration 3Q: 3 clusters Score -2.01431e+07 nChanged 9356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115993 members 
Mstep: Class 2 contains 65517 members 
Entering Unmasked Estep 
Score: -20147370.000000 Penalty: 6006.096680
	Iteration 4F: 3 clusters Score -2.014737e+07 nChanged 13118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129009 members 
Mstep: Class 2 contains 52501 members 
Entering Unmasked Estep 
Score: -20155950.000000 Penalty: 6006.096680
	Iteration 5F: 3 clusters Score -2.015595e+07 nChanged 16651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145636 members 
Mstep: Class 2 contains 35874 members 
Entering Unmasked Estep 
Score: -20169950.000000 Penalty: 6006.096680
	Iteration 6F: 3 clusters Score -2.016995e+07 nChanged 16531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162165 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -20184814.000000 Penalty: 6006.096680
	Iteration 7F: 3 clusters Score -2.018481e+07 nChanged 11483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173646 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -20193930.000000 Penalty: 6006.096680
	Iteration 8F: 3 clusters Score -2.019393e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178856 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -20198014.000000 Penalty: 6006.096680
	Iteration 9Q: 3 clusters Score -2.019801e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180637 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -20199476.000000 Penalty: 6006.096680
	Iteration 10Q: 3 clusters Score -2.019948e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181109 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -20199924.000000 Penalty: 6006.096680
	Iteration 11Q: 3 clusters Score -2.019992e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181223 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -20200014.000000 Penalty: 6006.096680
	Iteration 12Q: 3 clusters Score -2.020001e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181264 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -20200096.000000 Penalty: 6006.096680
	Iteration 13Q: 3 clusters Score -2.02001e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181278 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -20200142.000000 Penalty: 6006.096680
	Iteration 14Q: 3 clusters Score -2.020014e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181285 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -20200158.000000 Penalty: 6006.096680
	Iteration 15Q: 3 clusters Score -2.020016e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181284 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -20200148.000000 Penalty: 6006.096680
	Iteration 16Q: 3 clusters Score -2.020015e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181285 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -20200166.000000 Penalty: 6006.096680
	Iteration 17Q: 3 clusters Score -2.020017e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181292 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -20200204.000000 Penalty: 6006.096680
	Iteration 18Q: 3 clusters Score -2.02002e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181294 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -20200212.000000 Penalty: 6006.096680
	Iteration 19Q: 3 clusters Score -2.020021e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181294 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -20200242.000000 Penalty: 6006.096680
	Iteration 20F: 3 clusters Score -2.020024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181296 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -20200234.000000 Penalty: 6006.096680
	Iteration 21Q: 3 clusters Score -2.020023e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181295 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -20200228.000000 Penalty: 6006.096680
	Iteration 22Q: 3 clusters Score -2.020023e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181295 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -20200228.000000 Penalty: 6006.096680
	Iteration 23F: 3 clusters Score -2.020023e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Entering Unmasked Estep 
Score: -1416500.625000 Penalty: 2345.598633
	Iteration 0F: 2 clusters Score -1416501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1407041.750000 Penalty: 4691.197266
	Iteration 0F: 3 clusters Score -1407042 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1409960.000000 Penalty: 4691.197266
	Iteration 1F: 3 clusters Score -1409960 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1410332.875000 Penalty: 4691.197266
	Iteration 2F: 3 clusters Score -1410333 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1410609.125000 Penalty: 4691.197266
	Iteration 3Q: 3 clusters Score -1410609 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1410815.375000 Penalty: 4691.197266
	Iteration 4Q: 3 clusters Score -1410815 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1411008.750000 Penalty: 4691.197266
	Iteration 5Q: 3 clusters Score -1411009 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1411209.000000 Penalty: 4691.197266
	Iteration 6Q: 3 clusters Score -1411209 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1411475.875000 Penalty: 4691.197266
	Iteration 7Q: 3 clusters Score -1411476 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1411874.875000 Penalty: 4691.197266
	Iteration 8Q: 3 clusters Score -1411875 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1412343.625000 Penalty: 4691.197266
	Iteration 9F: 3 clusters Score -1412344 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1412834.375000 Penalty: 4691.197266
	Iteration 10Q: 3 clusters Score -1412834 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1413298.625000 Penalty: 4691.197266
	Iteration 11Q: 3 clusters Score -1413299 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1413622.750000 Penalty: 4691.197266
	Iteration 12Q: 3 clusters Score -1413623 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1413871.625000 Penalty: 4691.197266
	Iteration 13Q: 3 clusters Score -1413872 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1414023.750000 Penalty: 4691.197266
	Iteration 14Q: 3 clusters Score -1414024 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1414141.000000 Penalty: 4691.197266
	Iteration 15Q: 3 clusters Score -1414141 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1414224.750000 Penalty: 4691.197266
	Iteration 16Q: 3 clusters Score -1414225 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1414287.125000 Penalty: 4691.197266
	Iteration 17Q: 3 clusters Score -1414287 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1414332.625000 Penalty: 4691.197266
	Iteration 18Q: 3 clusters Score -1414333 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1414355.375000 Penalty: 4691.197266
	Iteration 19Q: 3 clusters Score -1414355 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1414385.750000 Penalty: 4691.197266
	Iteration 20F: 3 clusters Score -1414386 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1414407.375000 Penalty: 4691.197266
	Iteration 21Q: 3 clusters Score -1414407 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1414421.375000 Penalty: 4691.197266
	Iteration 22Q: 3 clusters Score -1414421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1414431.000000 Penalty: 4691.197266
	Iteration 23Q: 3 clusters Score -1414431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1414441.625000 Penalty: 4691.197266
	Iteration 24Q: 3 clusters Score -1414442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1414445.500000 Penalty: 4691.197266
	Iteration 25Q: 3 clusters Score -1414446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1414451.375000 Penalty: 4691.197266
	Iteration 26Q: 3 clusters Score -1414451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1414455.750000 Penalty: 4691.197266
	Iteration 27Q: 3 clusters Score -1414456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1414458.375000 Penalty: 4691.197266
	Iteration 28Q: 3 clusters Score -1414458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1414461.000000 Penalty: 4691.197266
	Iteration 29Q: 3 clusters Score -1414461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1414459.500000 Penalty: 4691.197266
	Iteration 30Q: 3 clusters Score -1414460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1414459.500000 Penalty: 4691.197266
	Iteration 31F: 3 clusters Score -1414460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (54806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54806 members 
Entering Unmasked Estep 
Score: -5749468.000000 Penalty: 2706.065674
	Iteration 0F: 2 clusters Score -5749468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -5713017.500000 Penalty: 5412.131348
	Iteration 0F: 3 clusters Score -5713018 nChanged 25093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -5726855.000000 Penalty: 5412.131348
	Iteration 1F: 3 clusters Score -5726855 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30730 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -5727727.000000 Penalty: 5412.131348
	Iteration 2Q: 3 clusters Score -5727727 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32519 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -5728879.000000 Penalty: 5412.131348
	Iteration 3Q: 3 clusters Score -5728879 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -5730457.500000 Penalty: 5412.131348
	Iteration 4F: 3 clusters Score -5730458 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -5732653.500000 Penalty: 5412.131348
	Iteration 5F: 3 clusters Score -5732654 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41769 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -5735561.000000 Penalty: 5412.131348
	Iteration 6F: 3 clusters Score -5735561 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45780 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -5739007.500000 Penalty: 5412.131348
	Iteration 7F: 3 clusters Score -5739008 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49493 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -5742401.000000 Penalty: 5412.131348
	Iteration 8F: 3 clusters Score -5742401 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52095 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -5744887.000000 Penalty: 5412.131348
	Iteration 9Q: 3 clusters Score -5744887 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53462 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -5746165.000000 Penalty: 5412.131348
	Iteration 10Q: 3 clusters Score -5746165 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54003 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5746653.500000 Penalty: 5412.131348
	Iteration 11Q: 3 clusters Score -5746654 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54225 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5746886.000000 Penalty: 5412.131348
	Iteration 12Q: 3 clusters Score -5746886 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54318 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5746998.500000 Penalty: 5412.131348
	Iteration 13Q: 3 clusters Score -5746998 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54364 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5747066.500000 Penalty: 5412.131348
	Iteration 14Q: 3 clusters Score -5747066 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54381 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5747103.500000 Penalty: 5412.131348
	Iteration 15Q: 3 clusters Score -5747104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54394 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -5747121.500000 Penalty: 5412.131348
	Iteration 16Q: 3 clusters Score -5747122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54404 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -5747133.000000 Penalty: 5412.131348
	Iteration 17Q: 3 clusters Score -5747133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54410 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5747142.500000 Penalty: 5412.131348
	Iteration 18Q: 3 clusters Score -5747142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54412 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -5747154.500000 Penalty: 5412.131348
	Iteration 19Q: 3 clusters Score -5747154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54417 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5747138.000000 Penalty: 5412.131348
	Iteration 20F: 3 clusters Score -5747138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54423 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5747154.000000 Penalty: 5412.131348
	Iteration 21Q: 3 clusters Score -5747154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54428 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5747158.500000 Penalty: 5412.131348
	Iteration 22Q: 3 clusters Score -5747158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54431 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -5747158.500000 Penalty: 5412.131348
	Iteration 23Q: 3 clusters Score -5747158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54433 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5747180.500000 Penalty: 5412.131348
	Iteration 24Q: 3 clusters Score -5747180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54436 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5747172.000000 Penalty: 5412.131348
	Iteration 25Q: 3 clusters Score -5747172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54437 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5747180.000000 Penalty: 5412.131348
	Iteration 26Q: 3 clusters Score -5747180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54438 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5747189.500000 Penalty: 5412.131348
	Iteration 27Q: 3 clusters Score -5747190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54439 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -5747185.500000 Penalty: 5412.131348
	Iteration 28Q: 3 clusters Score -5747186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54441 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5747186.000000 Penalty: 5412.131348
	Iteration 29Q: 3 clusters Score -5747186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54444 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5747189.500000 Penalty: 5412.131348
	Iteration 30Q: 3 clusters Score -5747190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54445 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5747187.000000 Penalty: 5412.131348
	Iteration 31Q: 3 clusters Score -5747187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54447 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5747185.000000 Penalty: 5412.131348
	Iteration 32Q: 3 clusters Score -5747185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54447 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5747185.000000 Penalty: 5412.131348
	Iteration 33F: 3 clusters Score -5747185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Entering Unmasked Estep 
Score: -326544.750000 Penalty: 1982.668823
	Iteration 0F: 2 clusters Score -326544.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -323307.437500 Penalty: 3965.337646
	Iteration 0F: 3 clusters Score -323307.4 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -323962.875000 Penalty: 3965.337646
	Iteration 1F: 3 clusters Score -323962.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -324101.218750 Penalty: 3965.337646
	Iteration 2F: 3 clusters Score -324101.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -324203.187500 Penalty: 3965.337646
	Iteration 3Q: 3 clusters Score -324203.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -324269.062500 Penalty: 3965.337646
	Iteration 4Q: 3 clusters Score -324269.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -324318.812500 Penalty: 3965.337646
	Iteration 5Q: 3 clusters Score -324318.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -324361.812500 Penalty: 3965.337646
	Iteration 6Q: 3 clusters Score -324361.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -324409.562500 Penalty: 3965.337646
	Iteration 7Q: 3 clusters Score -324409.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -324433.562500 Penalty: 3965.337646
	Iteration 8Q: 3 clusters Score -324433.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -324457.218750 Penalty: 3965.337646
	Iteration 9Q: 3 clusters Score -324457.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -324486.375000 Penalty: 3965.337646
	Iteration 10Q: 3 clusters Score -324486.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -324528.343750 Penalty: 3965.337646
	Iteration 11Q: 3 clusters Score -324528.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -324567.093750 Penalty: 3965.337646
	Iteration 12Q: 3 clusters Score -324567.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -324600.843750 Penalty: 3965.337646
	Iteration 13Q: 3 clusters Score -324600.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -324630.781250 Penalty: 3965.337646
	Iteration 14Q: 3 clusters Score -324630.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -324671.718750 Penalty: 3965.337646
	Iteration 15Q: 3 clusters Score -324671.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -324716.187500 Penalty: 3965.337646
	Iteration 16Q: 3 clusters Score -324716.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -324751.593750 Penalty: 3965.337646
	Iteration 17Q: 3 clusters Score -324751.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -324782.218750 Penalty: 3965.337646
	Iteration 18Q: 3 clusters Score -324782.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -324808.000000 Penalty: 3965.337646
	Iteration 19Q: 3 clusters Score -324808 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -324833.312500 Penalty: 3965.337646
	Iteration 20F: 3 clusters Score -324833.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -324853.156250 Penalty: 3965.337646
	Iteration 21Q: 3 clusters Score -324853.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -324865.000000 Penalty: 3965.337646
	Iteration 22Q: 3 clusters Score -324865 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -324877.562500 Penalty: 3965.337646
	Iteration 23Q: 3 clusters Score -324877.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -324887.343750 Penalty: 3965.337646
	Iteration 24Q: 3 clusters Score -324887.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -324893.437500 Penalty: 3965.337646
	Iteration 25Q: 3 clusters Score -324893.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -324905.093750 Penalty: 3965.337646
	Iteration 26Q: 3 clusters Score -324905.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -324915.625000 Penalty: 3965.337646
	Iteration 27Q: 3 clusters Score -324915.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -324924.062500 Penalty: 3965.337646
	Iteration 28Q: 3 clusters Score -324924.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -324930.500000 Penalty: 3965.337646
	Iteration 29Q: 3 clusters Score -324930.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -324938.781250 Penalty: 3965.337646
	Iteration 30Q: 3 clusters Score -324938.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -324944.812500 Penalty: 3965.337646
	Iteration 31Q: 3 clusters Score -324944.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -324949.062500 Penalty: 3965.337646
	Iteration 32Q: 3 clusters Score -324949.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -324951.656250 Penalty: 3965.337646
	Iteration 33Q: 3 clusters Score -324951.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -324955.656250 Penalty: 3965.337646
	Iteration 34Q: 3 clusters Score -324955.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -324961.968750 Penalty: 3965.337646
	Iteration 35Q: 3 clusters Score -324962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -324966.281250 Penalty: 3965.337646
	Iteration 36Q: 3 clusters Score -324966.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -324974.656250 Penalty: 3965.337646
	Iteration 37Q: 3 clusters Score -324974.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -324985.750000 Penalty: 3965.337646
	Iteration 38Q: 3 clusters Score -324985.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -324998.125000 Penalty: 3965.337646
	Iteration 39Q: 3 clusters Score -324998.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -325007.125000 Penalty: 3965.337646
	Iteration 40F: 3 clusters Score -325007.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -325010.312500 Penalty: 3965.337646
	Iteration 41Q: 3 clusters Score -325010.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -325016.031250 Penalty: 3965.337646
	Iteration 42Q: 3 clusters Score -325016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -325023.375000 Penalty: 3965.337646
	Iteration 43Q: 3 clusters Score -325023.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -325030.812500 Penalty: 3965.337646
	Iteration 44Q: 3 clusters Score -325030.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -325035.937500 Penalty: 3965.337646
	Iteration 45Q: 3 clusters Score -325035.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -325040.343750 Penalty: 3965.337646
	Iteration 46Q: 3 clusters Score -325040.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -325044.656250 Penalty: 3965.337646
	Iteration 47Q: 3 clusters Score -325044.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -325051.156250 Penalty: 3965.337646
	Iteration 48Q: 3 clusters Score -325051.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -325055.968750 Penalty: 3965.337646
	Iteration 49Q: 3 clusters Score -325056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -325058.781250 Penalty: 3965.337646
	Iteration 50Q: 3 clusters Score -325058.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -325060.750000 Penalty: 3965.337646
	Iteration 51Q: 3 clusters Score -325060.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -325062.125000 Penalty: 3965.337646
	Iteration 52Q: 3 clusters Score -325062.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -325064.656250 Penalty: 3965.337646
	Iteration 53Q: 3 clusters Score -325064.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -325065.375000 Penalty: 3965.337646
	Iteration 54Q: 3 clusters Score -325065.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -325065.375000 Penalty: 3965.337646
	Iteration 55F: 3 clusters Score -325065.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Entering Unmasked Estep 
Score: -624934.000000 Penalty: 2149.584473
	Iteration 0F: 2 clusters Score -624934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -619885.312500 Penalty: 4299.168945
	Iteration 0F: 3 clusters Score -619885.3 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -621172.750000 Penalty: 4299.168945
	Iteration 1F: 3 clusters Score -621172.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -621474.687500 Penalty: 4299.168945
	Iteration 2F: 3 clusters Score -621474.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -621749.625000 Penalty: 4299.168945
	Iteration 3F: 3 clusters Score -621749.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -622109.875000 Penalty: 4299.168945
	Iteration 4F: 3 clusters Score -622109.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -622529.437500 Penalty: 4299.168945
	Iteration 5F: 3 clusters Score -622529.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -622884.500000 Penalty: 4299.168945
	Iteration 6F: 3 clusters Score -622884.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -623207.812500 Penalty: 4299.168945
	Iteration 7F: 3 clusters Score -623207.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -623466.875000 Penalty: 4299.168945
	Iteration 8Q: 3 clusters Score -623466.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -623713.187500 Penalty: 4299.168945
	Iteration 9Q: 3 clusters Score -623713.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -624007.062500 Penalty: 4299.168945
	Iteration 10Q: 3 clusters Score -624007.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -624487.500000 Penalty: 4299.168945
	Iteration 11Q: 3 clusters Score -624487.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -624776.187500 Penalty: 4299.168945
	Iteration 12Q: 3 clusters Score -624776.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -624858.062500 Penalty: 4299.168945
	Iteration 13Q: 3 clusters Score -624858.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -624914.500000 Penalty: 4299.168945
	Iteration 14Q: 3 clusters Score -624914.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -624961.750000 Penalty: 4299.168945
	Iteration 15Q: 3 clusters Score -624961.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -624998.625000 Penalty: 4299.168945
	Iteration 16Q: 3 clusters Score -624998.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -625024.062500 Penalty: 4299.168945
	Iteration 17Q: 3 clusters Score -625024.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -625057.125000 Penalty: 4299.168945
	Iteration 18Q: 3 clusters Score -625057.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -625081.500000 Penalty: 4299.168945
	Iteration 19Q: 3 clusters Score -625081.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -625096.812500 Penalty: 4299.168945
	Iteration 20F: 3 clusters Score -625096.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -625105.687500 Penalty: 4299.168945
	Iteration 21Q: 3 clusters Score -625105.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -625112.937500 Penalty: 4299.168945
	Iteration 22Q: 3 clusters Score -625112.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -625122.812500 Penalty: 4299.168945
	Iteration 23Q: 3 clusters Score -625122.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -625129.562500 Penalty: 4299.168945
	Iteration 24Q: 3 clusters Score -625129.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -625134.062500 Penalty: 4299.168945
	Iteration 25Q: 3 clusters Score -625134.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -625142.625000 Penalty: 4299.168945
	Iteration 26Q: 3 clusters Score -625142.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -625146.375000 Penalty: 4299.168945
	Iteration 27Q: 3 clusters Score -625146.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -625148.937500 Penalty: 4299.168945
	Iteration 28Q: 3 clusters Score -625148.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -625153.000000 Penalty: 4299.168945
	Iteration 29Q: 3 clusters Score -625153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -625155.750000 Penalty: 4299.168945
	Iteration 30Q: 3 clusters Score -625155.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -625155.437500 Penalty: 4299.168945
	Iteration 31Q: 3 clusters Score -625155.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -625156.562500 Penalty: 4299.168945
	Iteration 32Q: 3 clusters Score -625156.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -625158.625000 Penalty: 4299.168945
	Iteration 33Q: 3 clusters Score -625158.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -625158.625000 Penalty: 4299.168945
	Iteration 34F: 3 clusters Score -625158.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 158768 members 
Mstep: Class 2 contains 2750 members 
Mstep: Class 3 contains 13752 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 21683 members 
Mstep: Class 6 contains 72438 members 
Mstep: Class 7 contains 9437 members 
Mstep: Class 8 contains 1531 members 
Mstep: Class 9 contains 181510 members 
Mstep: Class 10 contains 12811 members 
Mstep: Class 11 contains 54806 members 
Mstep: Class 12 contains 2965 members 
Mstep: Class 13 contains 3646 members 
Mstep: Class 14 contains 55913 members 
Mstep: Class 15 contains 12544 members 
Mstep: Class 16 contains 40618 members 
Mstep: Class 17 contains 25496 members 
Mstep: Class 18 contains 101475 members 
Mstep: Class 19 contains 2930 members 
Mstep: Class 20 contains 5594 members 
Mstep: Class 21 contains 40644 members 
Mstep: Class 22 contains 1373 members 
Mstep: Class 23 contains 3136 members 
Mstep: Class 24 contains 8640 members 
Mstep: Class 25 contains 4498 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 2182 members 
Mstep: Class 28 contains 15095 members 
Mstep: Class 29 contains 23265 members 
Mstep: Class 30 contains 3124 members 
Mstep: Class 31 contains 13417 members 
Mstep: Class 32 contains 8037 members 
Mstep: Class 33 contains 66706 members 
Mstep: Class 34 contains 26306 members 
Mstep: Class 35 contains 15561 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18073 members 
Mstep: Class 38 contains 1799 members 
Mstep: Class 39 contains 2442 members 
Mstep: Class 40 contains 589 members 
Mstep: Class 41 contains 1545 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 11915 members 
Mstep: Class 44 contains 3555 members 
Mstep: Class 45 contains 13504 members 
Mstep: Class 46 contains 3188 members 
Mstep: Class 47 contains 18040 members 
Mstep: Class 48 contains 3446 members 
Mstep: Class 49 contains 1635 members 
Mstep: Class 50 contains 1996 members 
Mstep: Class 51 contains 2166 members 
Entering Unmasked Estep 
Score: -115175248.000000 Penalty: 175994.609375
Splitting cluster 13 changes total score from -115176144.000000 to -115175248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (55913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55913 members 
Entering Unmasked Estep 
Score: -5727991.500000 Penalty: 2711.024902
	Iteration 0F: 2 clusters Score -5727992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 27902 members 
Entering Unmasked Estep 
Score: -5690494.000000 Penalty: 5422.049805
	Iteration 0F: 3 clusters Score -5690494 nChanged 25799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -5704488.500000 Penalty: 5422.049805
	Iteration 1F: 3 clusters Score -5704488 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -5705110.500000 Penalty: 5422.049805
	Iteration 2Q: 3 clusters Score -5705110 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -5705669.000000 Penalty: 5422.049805
	Iteration 3Q: 3 clusters Score -5705669 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -5706249.000000 Penalty: 5422.049805
	Iteration 4Q: 3 clusters Score -5706249 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -5706986.000000 Penalty: 5422.049805
	Iteration 5Q: 3 clusters Score -5706986 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -5707903.500000 Penalty: 5422.049805
	Iteration 6Q: 3 clusters Score -5707904 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31915 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -5709157.500000 Penalty: 5422.049805
	Iteration 7Q: 3 clusters Score -5709158 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -5710848.000000 Penalty: 5422.049805
	Iteration 8F: 3 clusters Score -5710848 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35436 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -5713139.000000 Penalty: 5422.049805
	Iteration 9F: 3 clusters Score -5713139 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37546 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -5715761.500000 Penalty: 5422.049805
	Iteration 10F: 3 clusters Score -5715762 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -5718493.000000 Penalty: 5422.049805
	Iteration 11F: 3 clusters Score -5718493 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41072 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -5720943.500000 Penalty: 5422.049805
	Iteration 12F: 3 clusters Score -5720944 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -5722466.000000 Penalty: 5422.049805
	Iteration 13Q: 3 clusters Score -5722466 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -5723366.000000 Penalty: 5422.049805
	Iteration 14Q: 3 clusters Score -5723366 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43307 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -5723757.000000 Penalty: 5422.049805
	Iteration 15Q: 3 clusters Score -5723757 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43701 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -5724108.500000 Penalty: 5422.049805
	Iteration 16Q: 3 clusters Score -5724108 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44011 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -5724313.000000 Penalty: 5422.049805
	Iteration 17Q: 3 clusters Score -5724313 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -5724434.500000 Penalty: 5422.049805
	Iteration 18Q: 3 clusters Score -5724434 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44514 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -5724535.000000 Penalty: 5422.049805
	Iteration 19Q: 3 clusters Score -5724535 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44710 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -5724606.000000 Penalty: 5422.049805
	Iteration 20F: 3 clusters Score -5724606 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44870 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -5724670.500000 Penalty: 5422.049805
	Iteration 21Q: 3 clusters Score -5724670 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44997 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -5724740.500000 Penalty: 5422.049805
	Iteration 22Q: 3 clusters Score -5724740 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45112 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -5724814.500000 Penalty: 5422.049805
	Iteration 23Q: 3 clusters Score -5724814 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45225 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -5724857.500000 Penalty: 5422.049805
	Iteration 24Q: 3 clusters Score -5724858 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45332 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -5724873.000000 Penalty: 5422.049805
	Iteration 25Q: 3 clusters Score -5724873 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45428 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -5724902.500000 Penalty: 5422.049805
	Iteration 26Q: 3 clusters Score -5724902 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -5724906.000000 Penalty: 5422.049805
	Iteration 27Q: 3 clusters Score -5724906 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45595 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -5724930.000000 Penalty: 5422.049805
	Iteration 28Q: 3 clusters Score -5724930 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45669 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -5724955.500000 Penalty: 5422.049805
	Iteration 29Q: 3 clusters Score -5724956 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45758 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -5724969.000000 Penalty: 5422.049805
	Iteration 30Q: 3 clusters Score -5724969 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45841 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -5724999.000000 Penalty: 5422.049805
	Iteration 31Q: 3 clusters Score -5724999 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -5724998.500000 Penalty: 5422.049805
	Iteration 32Q: 3 clusters Score -5724998 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46023 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -5725004.000000 Penalty: 5422.049805
	Iteration 33Q: 3 clusters Score -5725004 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46101 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -5725023.500000 Penalty: 5422.049805
	Iteration 34Q: 3 clusters Score -5725024 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46181 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -5725021.000000 Penalty: 5422.049805
	Iteration 35Q: 3 clusters Score -5725021 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46262 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -5725028.000000 Penalty: 5422.049805
	Iteration 36Q: 3 clusters Score -5725028 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46350 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -5725039.000000 Penalty: 5422.049805
	Iteration 37Q: 3 clusters Score -5725039 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46447 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -5725070.500000 Penalty: 5422.049805
	Iteration 38Q: 3 clusters Score -5725070 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46553 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -5725096.000000 Penalty: 5422.049805
	Iteration 39Q: 3 clusters Score -5725096 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46656 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -5725119.500000 Penalty: 5422.049805
	Iteration 40F: 3 clusters Score -5725120 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46745 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -5725135.500000 Penalty: 5422.049805
	Iteration 41Q: 3 clusters Score -5725136 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46853 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -5725141.500000 Penalty: 5422.049805
	Iteration 42Q: 3 clusters Score -5725142 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46959 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -5725157.000000 Penalty: 5422.049805
	Iteration 43Q: 3 clusters Score -5725157 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47069 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -5725174.000000 Penalty: 5422.049805
	Iteration 44Q: 3 clusters Score -5725174 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47163 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -5725194.500000 Penalty: 5422.049805
	Iteration 45Q: 3 clusters Score -5725194 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47260 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -5725196.000000 Penalty: 5422.049805
	Iteration 46Q: 3 clusters Score -5725196 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47358 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -5725216.000000 Penalty: 5422.049805
	Iteration 47Q: 3 clusters Score -5725216 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47468 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -5725240.000000 Penalty: 5422.049805
	Iteration 48Q: 3 clusters Score -5725240 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47590 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -5725226.000000 Penalty: 5422.049805
	Iteration 49Q: 3 clusters Score -5725226 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47707 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -5725271.500000 Penalty: 5422.049805
	Iteration 50Q: 3 clusters Score -5725272 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47812 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -5725295.500000 Penalty: 5422.049805
	Iteration 51Q: 3 clusters Score -5725296 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -5725287.500000 Penalty: 5422.049805
	Iteration 52Q: 3 clusters Score -5725288 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47997 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -5725316.500000 Penalty: 5422.049805
	Iteration 53Q: 3 clusters Score -5725316 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48063 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -5725330.000000 Penalty: 5422.049805
	Iteration 54Q: 3 clusters Score -5725330 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48120 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -5725319.500000 Penalty: 5422.049805
	Iteration 55Q: 3 clusters Score -5725320 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48164 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -5725310.000000 Penalty: 5422.049805
	Iteration 56Q: 3 clusters Score -5725310 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48200 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -5725313.500000 Penalty: 5422.049805
	Iteration 57Q: 3 clusters Score -5725314 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48239 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -5725320.500000 Penalty: 5422.049805
	Iteration 58Q: 3 clusters Score -5725320 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48271 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -5725312.500000 Penalty: 5422.049805
	Iteration 59Q: 3 clusters Score -5725312 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48300 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -5725328.500000 Penalty: 5422.049805
	Iteration 60F: 3 clusters Score -5725328 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48337 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -5725329.500000 Penalty: 5422.049805
	Iteration 61Q: 3 clusters Score -5725330 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48383 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -5725335.000000 Penalty: 5422.049805
	Iteration 62Q: 3 clusters Score -5725335 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48416 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -5725353.000000 Penalty: 5422.049805
	Iteration 63Q: 3 clusters Score -5725353 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48449 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -5725362.000000 Penalty: 5422.049805
	Iteration 64Q: 3 clusters Score -5725362 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48489 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -5725354.500000 Penalty: 5422.049805
	Iteration 65Q: 3 clusters Score -5725354 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48528 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -5725359.000000 Penalty: 5422.049805
	Iteration 66Q: 3 clusters Score -5725359 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5725376 nChanged 40
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	Iteration 69Q: 3 clusters Score -5725380 nChanged 36
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	Iteration 70Q: 3 clusters Score -5725388 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 74Q: 3 clusters Score -5725383 nChanged 34
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5725388 nChanged 31
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5725381 nChanged 33
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5725394 nChanged 32
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5725398 nChanged 34
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5725396 nChanged 29
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5725399 nChanged 42
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5725418 nChanged 51
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5725409 nChanged 44
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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	Iteration 86Q: 3 clusters Score -5725410 nChanged 47
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5725421 nChanged 50
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	Iteration 88Q: 3 clusters Score -5725430 nChanged 58
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5725438 nChanged 64
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	Iteration 90Q: 3 clusters Score -5725460 nChanged 61
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	Iteration 91Q: 3 clusters Score -5725468 nChanged 67
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	Iteration 92Q: 3 clusters Score -5725466 nChanged 64
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	Iteration 100F: 3 clusters Score -5725554 nChanged 70
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	Iteration 101Q: 3 clusters Score -5725552 nChanged 71
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	Iteration 107Q: 3 clusters Score -5725616 nChanged 41
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5725624 nChanged 43
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	Iteration 109Q: 3 clusters Score -5725618 nChanged 40
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	Iteration 110Q: 3 clusters Score -5725628 nChanged 43
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	Iteration 111Q: 3 clusters Score -5725636 nChanged 41
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	Iteration 112Q: 3 clusters Score -5725648 nChanged 40
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	Iteration 113Q: 3 clusters Score -5725651 nChanged 34
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	Iteration 114Q: 3 clusters Score -5725658 nChanged 31
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	Iteration 115Q: 3 clusters Score -5725657 nChanged 40
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	Iteration 116Q: 3 clusters Score -5725650 nChanged 37
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	Iteration 119Q: 3 clusters Score -5725660 nChanged 68
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	Iteration 120F: 3 clusters Score -5725670 nChanged 56
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	Iteration 123Q: 3 clusters Score -5725704 nChanged 42
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	Iteration 124Q: 3 clusters Score -5725700 nChanged 46
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	Iteration 125Q: 3 clusters Score -5725722 nChanged 42
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5725738 nChanged 41
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5725735 nChanged 39
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5725732 nChanged 48
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5725723 nChanged 56
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5725748 nChanged 44
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5725762 nChanged 33
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5725766 nChanged 45
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5725773 nChanged 43
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5725764 nChanged 35
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5725783 nChanged 31
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5725780 nChanged 50
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	Iteration 138Q: 3 clusters Score -5725794 nChanged 55
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	Iteration 139Q: 3 clusters Score -5725804 nChanged 38
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5725806 nChanged 46
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5725817 nChanged 52
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	Iteration 142Q: 3 clusters Score -5725830 nChanged 70
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	Iteration 143Q: 3 clusters Score -5725836 nChanged 65
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	Iteration 144Q: 3 clusters Score -5725848 nChanged 67
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	Iteration 145Q: 3 clusters Score -5725855 nChanged 72
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	Iteration 148Q: 3 clusters Score -5725962 nChanged 103
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	Iteration 149Q: 3 clusters Score -5726020 nChanged 95
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	Iteration 150Q: 3 clusters Score -5726056 nChanged 97
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	Iteration 153Q: 3 clusters Score -5726158 nChanged 74
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	Iteration 154Q: 3 clusters Score -5726192 nChanged 76
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	Iteration 156Q: 3 clusters Score -5726220 nChanged 57
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	Iteration 157Q: 3 clusters Score -5726224 nChanged 42
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	Iteration 158Q: 3 clusters Score -5726227 nChanged 32
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	Iteration 159Q: 3 clusters Score -5726238 nChanged 22
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	Iteration 160F: 3 clusters Score -5726241 nChanged 20
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Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -5726239.500000 Penalty: 5422.049805
	Iteration 161Q: 3 clusters Score -5726240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52979 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -5726239.000000 Penalty: 5422.049805
	Iteration 162Q: 3 clusters Score -5726239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52987 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -5726235.000000 Penalty: 5422.049805
	Iteration 163Q: 3 clusters Score -5726235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52996 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -5726243.500000 Penalty: 5422.049805
	Iteration 164Q: 3 clusters Score -5726244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53004 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -5726250.500000 Penalty: 5422.049805
	Iteration 165Q: 3 clusters Score -5726250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53013 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -5726263.500000 Penalty: 5422.049805
	Iteration 166Q: 3 clusters Score -5726264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53022 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -5726259.000000 Penalty: 5422.049805
	Iteration 167Q: 3 clusters Score -5726259 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53036 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -5726268.000000 Penalty: 5422.049805
	Iteration 168Q: 3 clusters Score -5726268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53046 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -5726283.500000 Penalty: 5422.049805
	Iteration 169Q: 3 clusters Score -5726284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53057 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -5726290.500000 Penalty: 5422.049805
	Iteration 170Q: 3 clusters Score -5726290 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53072 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -5726276.000000 Penalty: 5422.049805
	Iteration 171Q: 3 clusters Score -5726276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53083 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -5726279.000000 Penalty: 5422.049805
	Iteration 172Q: 3 clusters Score -5726279 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53099 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -5726289.000000 Penalty: 5422.049805
	Iteration 173Q: 3 clusters Score -5726289 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53113 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -5726290.500000 Penalty: 5422.049805
	Iteration 174Q: 3 clusters Score -5726290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53127 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -5726286.500000 Penalty: 5422.049805
	Iteration 175Q: 3 clusters Score -5726286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53137 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -5726300.000000 Penalty: 5422.049805
	Iteration 176Q: 3 clusters Score -5726300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53151 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -5726295.500000 Penalty: 5422.049805
	Iteration 177Q: 3 clusters Score -5726296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53167 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -5726299.000000 Penalty: 5422.049805
	Iteration 178Q: 3 clusters Score -5726299 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53182 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -5726295.500000 Penalty: 5422.049805
	Iteration 179Q: 3 clusters Score -5726296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53194 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -5726302.000000 Penalty: 5422.049805
	Iteration 180F: 3 clusters Score -5726302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53200 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -5726292.000000 Penalty: 5422.049805
	Iteration 181Q: 3 clusters Score -5726292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53203 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -5726296.000000 Penalty: 5422.049805
	Iteration 182Q: 3 clusters Score -5726296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53206 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -5726291.500000 Penalty: 5422.049805
	Iteration 183Q: 3 clusters Score -5726292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53210 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -5726302.000000 Penalty: 5422.049805
	Iteration 184Q: 3 clusters Score -5726302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53212 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -5726301.000000 Penalty: 5422.049805
	Iteration 185Q: 3 clusters Score -5726301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53215 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -5726299.500000 Penalty: 5422.049805
	Iteration 186Q: 3 clusters Score -5726300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53218 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -5726299.000000 Penalty: 5422.049805
	Iteration 187Q: 3 clusters Score -5726299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53222 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -5726304.000000 Penalty: 5422.049805
	Iteration 188Q: 3 clusters Score -5726304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53223 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -5726301.000000 Penalty: 5422.049805
	Iteration 189Q: 3 clusters Score -5726301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53226 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -5726306.000000 Penalty: 5422.049805
	Iteration 190Q: 3 clusters Score -5726306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53229 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -5726302.000000 Penalty: 5422.049805
	Iteration 191Q: 3 clusters Score -5726302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53235 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -5726301.500000 Penalty: 5422.049805
	Iteration 192Q: 3 clusters Score -5726302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53236 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -5726306.000000 Penalty: 5422.049805
	Iteration 193Q: 3 clusters Score -5726306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53238 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -5726305.000000 Penalty: 5422.049805
	Iteration 194Q: 3 clusters Score -5726305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53244 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -5726303.000000 Penalty: 5422.049805
	Iteration 195Q: 3 clusters Score -5726303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53249 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -5726298.000000 Penalty: 5422.049805
	Iteration 196Q: 3 clusters Score -5726298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53248 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -5726306.000000 Penalty: 5422.049805
	Iteration 197Q: 3 clusters Score -5726306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53251 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -5726306.000000 Penalty: 5422.049805
	Iteration 198Q: 3 clusters Score -5726306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53255 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -5726295.500000 Penalty: 5422.049805
	Iteration 199Q: 3 clusters Score -5726296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53256 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -5726302.500000 Penalty: 5422.049805
	Iteration 200F: 3 clusters Score -5726302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53256 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -5726306.000000 Penalty: 5422.049805
	Iteration 201Q: 3 clusters Score -5726306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53257 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -5726302.000000 Penalty: 5422.049805
	Iteration 202Q: 3 clusters Score -5726302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53258 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -5726300.000000 Penalty: 5422.049805
	Iteration 203Q: 3 clusters Score -5726300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53258 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -5726300.000000 Penalty: 5422.049805
	Iteration 204F: 3 clusters Score -5726300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Entering Unmasked Estep 
Score: -1378941.000000 Penalty: 2340.375244
	Iteration 0F: 2 clusters Score -1378941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1369684.625000 Penalty: 4680.750488
	Iteration 0F: 3 clusters Score -1369685 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1372500.875000 Penalty: 4680.750488
	Iteration 1F: 3 clusters Score -1372501 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1372946.875000 Penalty: 4680.750488
	Iteration 2F: 3 clusters Score -1372947 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1373438.125000 Penalty: 4680.750488
	Iteration 3F: 3 clusters Score -1373438 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1373975.375000 Penalty: 4680.750488
	Iteration 4F: 3 clusters Score -1373975 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1374603.000000 Penalty: 4680.750488
	Iteration 5F: 3 clusters Score -1374603 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1375235.625000 Penalty: 4680.750488
	Iteration 6F: 3 clusters Score -1375236 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1375733.250000 Penalty: 4680.750488
	Iteration 7F: 3 clusters Score -1375733 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1376042.250000 Penalty: 4680.750488
	Iteration 8Q: 3 clusters Score -1376042 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1376230.125000 Penalty: 4680.750488
	Iteration 9Q: 3 clusters Score -1376230 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1376327.375000 Penalty: 4680.750488
	Iteration 10Q: 3 clusters Score -1376327 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1376371.625000 Penalty: 4680.750488
	Iteration 11Q: 3 clusters Score -1376372 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1376400.625000 Penalty: 4680.750488
	Iteration 12Q: 3 clusters Score -1376401 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1376417.750000 Penalty: 4680.750488
	Iteration 13Q: 3 clusters Score -1376418 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1376426.000000 Penalty: 4680.750488
	Iteration 14Q: 3 clusters Score -1376426 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1376436.625000 Penalty: 4680.750488
	Iteration 15Q: 3 clusters Score -1376437 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1376446.375000 Penalty: 4680.750488
	Iteration 16Q: 3 clusters Score -1376446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1376447.375000 Penalty: 4680.750488
	Iteration 17Q: 3 clusters Score -1376447 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1376447.875000 Penalty: 4680.750488
	Iteration 18Q: 3 clusters Score -1376448 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1376449.750000 Penalty: 4680.750488
	Iteration 19Q: 3 clusters Score -1376450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1376454.125000 Penalty: 4680.750488
	Iteration 20F: 3 clusters Score -1376454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1376457.625000 Penalty: 4680.750488
	Iteration 21Q: 3 clusters Score -1376458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1376456.250000 Penalty: 4680.750488
	Iteration 22Q: 3 clusters Score -1376456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1376462.625000 Penalty: 4680.750488
	Iteration 23Q: 3 clusters Score -1376463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1376460.625000 Penalty: 4680.750488
	Iteration 24Q: 3 clusters Score -1376461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1376460.500000 Penalty: 4680.750488
	Iteration 25Q: 3 clusters Score -1376460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1376462.250000 Penalty: 4680.750488
	Iteration 26Q: 3 clusters Score -1376462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1376462.250000 Penalty: 4680.750488
	Iteration 27F: 3 clusters Score -1376462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40618 members 
Entering Unmasked Estep 
Score: -4389199.500000 Penalty: 2631.767578
	Iteration 0F: 2 clusters Score -4389200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -4361711.500000 Penalty: 5263.535156
	Iteration 0F: 3 clusters Score -4361712 nChanged 18478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -4372163.000000 Penalty: 5263.535156
	Iteration 1F: 3 clusters Score -4372163 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -4373283.500000 Penalty: 5263.535156
	Iteration 2F: 3 clusters Score -4373284 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -4374877.500000 Penalty: 5263.535156
	Iteration 3F: 3 clusters Score -4374878 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -4376985.500000 Penalty: 5263.535156
	Iteration 4F: 3 clusters Score -4376986 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -4379370.500000 Penalty: 5263.535156
	Iteration 5F: 3 clusters Score -4379370 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -4381743.000000 Penalty: 5263.535156
	Iteration 6F: 3 clusters Score -4381743 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -4383677.000000 Penalty: 5263.535156
	Iteration 7F: 3 clusters Score -4383677 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -4385027.500000 Penalty: 5263.535156
	Iteration 8F: 3 clusters Score -4385028 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -4385881.000000 Penalty: 5263.535156
	Iteration 9Q: 3 clusters Score -4385881 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -4386476.500000 Penalty: 5263.535156
	Iteration 10Q: 3 clusters Score -4386476 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -4386913.000000 Penalty: 5263.535156
	Iteration 11Q: 3 clusters Score -4386913 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -4387235.500000 Penalty: 5263.535156
	Iteration 12Q: 3 clusters Score -4387236 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -4387524.000000 Penalty: 5263.535156
	Iteration 13Q: 3 clusters Score -4387524 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -4387774.000000 Penalty: 5263.535156
	Iteration 14Q: 3 clusters Score -4387774 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -4388068.500000 Penalty: 5263.535156
	Iteration 15Q: 3 clusters Score -4388068 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -4388369.000000 Penalty: 5263.535156
	Iteration 16Q: 3 clusters Score -4388369 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -4388706.500000 Penalty: 5263.535156
	Iteration 17Q: 3 clusters Score -4388706 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -4389082.500000 Penalty: 5263.535156
	Iteration 18Q: 3 clusters Score -4389082 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -4389405.500000 Penalty: 5263.535156
	Iteration 19Q: 3 clusters Score -4389406 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 32168 members 
Entering Unmasked Estep 
Score: -4389637.500000 Penalty: 5263.535156
	Iteration 20F: 3 clusters Score -4389638 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -4389762.500000 Penalty: 5263.535156
	Iteration 21Q: 3 clusters Score -4389762 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -4389833.500000 Penalty: 5263.535156
	Iteration 22Q: 3 clusters Score -4389834 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -4389922.000000 Penalty: 5263.535156
	Iteration 23Q: 3 clusters Score -4389922 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -4389959.000000 Penalty: 5263.535156
	Iteration 24Q: 3 clusters Score -4389959 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -4389996.000000 Penalty: 5263.535156
	Iteration 25Q: 3 clusters Score -4389996 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 33453 members 
Entering Unmasked Estep 
Score: -4390030.000000 Penalty: 5263.535156
	Iteration 26Q: 3 clusters Score -4390030 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -4390039.500000 Penalty: 5263.535156
	Iteration 27Q: 3 clusters Score -4390040 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
Score: -4390050.000000 Penalty: 5263.535156
	Iteration 28Q: 3 clusters Score -4390050 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -4390070.500000 Penalty: 5263.535156
	Iteration 29Q: 3 clusters Score -4390070 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -4390069.000000 Penalty: 5263.535156
	Iteration 30Q: 3 clusters Score -4390069 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -4390075.000000 Penalty: 5263.535156
	Iteration 31Q: 3 clusters Score -4390075 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 33838 members 
Entering Unmasked Estep 
Score: -4390081.000000 Penalty: 5263.535156
	Iteration 32Q: 3 clusters Score -4390081 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 33865 members 
Entering Unmasked Estep 
Score: -4390078.500000 Penalty: 5263.535156
	Iteration 33Q: 3 clusters Score -4390078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 33879 members 
Entering Unmasked Estep 
Score: -4390079.500000 Penalty: 5263.535156
	Iteration 34Q: 3 clusters Score -4390080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -4390075.500000 Penalty: 5263.535156
	Iteration 35Q: 3 clusters Score -4390076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -4390080.000000 Penalty: 5263.535156
	Iteration 36Q: 3 clusters Score -4390080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 33907 members 
Entering Unmasked Estep 
Score: -4390080.000000 Penalty: 5263.535156
	Iteration 37Q: 3 clusters Score -4390080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 33911 members 
Entering Unmasked Estep 
Score: -4390076.000000 Penalty: 5263.535156
	Iteration 38Q: 3 clusters Score -4390076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 33917 members 
Entering Unmasked Estep 
Score: -4390077.500000 Penalty: 5263.535156
	Iteration 39Q: 3 clusters Score -4390078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -4390073.500000 Penalty: 5263.535156
	Iteration 40F: 3 clusters Score -4390074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -4390074.500000 Penalty: 5263.535156
	Iteration 41Q: 3 clusters Score -4390074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -4390077.500000 Penalty: 5263.535156
	Iteration 42Q: 3 clusters Score -4390078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -4390081.500000 Penalty: 5263.535156
	Iteration 43Q: 3 clusters Score -4390082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 33960 members 
Entering Unmasked Estep 
Score: -4390081.000000 Penalty: 5263.535156
	Iteration 44Q: 3 clusters Score -4390081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -4390082.500000 Penalty: 5263.535156
	Iteration 45Q: 3 clusters Score -4390082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -4390083.500000 Penalty: 5263.535156
	Iteration 46Q: 3 clusters Score -4390084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
Score: -4390085.000000 Penalty: 5263.535156
	Iteration 47Q: 3 clusters Score -4390085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 33972 members 
Entering Unmasked Estep 
Score: -4390090.500000 Penalty: 5263.535156
	Iteration 48Q: 3 clusters Score -4390090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -4390097.000000 Penalty: 5263.535156
	Iteration 49Q: 3 clusters Score -4390097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 33983 members 
Entering Unmasked Estep 
Score: -4390096.000000 Penalty: 5263.535156
	Iteration 50Q: 3 clusters Score -4390096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -4390089.000000 Penalty: 5263.535156
	Iteration 51Q: 3 clusters Score -4390089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
Score: -4390088.500000 Penalty: 5263.535156
	Iteration 52Q: 3 clusters Score -4390088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -4390089.500000 Penalty: 5263.535156
	Iteration 53Q: 3 clusters Score -4390090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 34003 members 
Entering Unmasked Estep 
Score: -4390093.500000 Penalty: 5263.535156
	Iteration 54Q: 3 clusters Score -4390094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 34008 members 
Entering Unmasked Estep 
Score: -4390093.000000 Penalty: 5263.535156
	Iteration 55Q: 3 clusters Score -4390093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 34013 members 
Entering Unmasked Estep 
Score: -4390090.500000 Penalty: 5263.535156
	Iteration 56Q: 3 clusters Score -4390090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -4390093.500000 Penalty: 5263.535156
	Iteration 57Q: 3 clusters Score -4390094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -4390097.000000 Penalty: 5263.535156
	Iteration 58Q: 3 clusters Score -4390097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -4390093.000000 Penalty: 5263.535156
	Iteration 59Q: 3 clusters Score -4390093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
Score: -4390093.000000 Penalty: 5263.535156
	Iteration 60F: 3 clusters Score -4390093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 34034 members 
Entering Unmasked Estep 
Score: -4390101.000000 Penalty: 5263.535156
	Iteration 61Q: 3 clusters Score -4390101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 34036 members 
Entering Unmasked Estep 
Score: -4390099.500000 Penalty: 5263.535156
	Iteration 62Q: 3 clusters Score -4390100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 34038 members 
Entering Unmasked Estep 
Score: -4390095.000000 Penalty: 5263.535156
	Iteration 63Q: 3 clusters Score -4390095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -4390099.500000 Penalty: 5263.535156
	Iteration 64Q: 3 clusters Score -4390100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -4390097.000000 Penalty: 5263.535156
	Iteration 65Q: 3 clusters Score -4390097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 34045 members 
Entering Unmasked Estep 
Score: -4390097.000000 Penalty: 5263.535156
	Iteration 66Q: 3 clusters Score -4390097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 34048 members 
Entering Unmasked Estep 
Score: -4390100.500000 Penalty: 5263.535156
	Iteration 67Q: 3 clusters Score -4390100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -4390098.500000 Penalty: 5263.535156
	Iteration 68Q: 3 clusters Score -4390098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -4390096.500000 Penalty: 5263.535156
	Iteration 69Q: 3 clusters Score -4390096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -4390096.500000 Penalty: 5263.535156
	Iteration 70F: 3 clusters Score -4390096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 158768 members 
Mstep: Class 2 contains 2750 members 
Mstep: Class 3 contains 13752 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 21683 members 
Mstep: Class 6 contains 72438 members 
Mstep: Class 7 contains 9437 members 
Mstep: Class 8 contains 1531 members 
Mstep: Class 9 contains 181510 members 
Mstep: Class 10 contains 12811 members 
Mstep: Class 11 contains 54806 members 
Mstep: Class 12 contains 2965 members 
Mstep: Class 13 contains 5812 members 
Mstep: Class 14 contains 55913 members 
Mstep: Class 15 contains 12544 members 
Mstep: Class 16 contains 6562 members 
Mstep: Class 17 contains 25496 members 
Mstep: Class 18 contains 101475 members 
Mstep: Class 19 contains 2930 members 
Mstep: Class 20 contains 5594 members 
Mstep: Class 21 contains 40644 members 
Mstep: Class 22 contains 1373 members 
Mstep: Class 23 contains 3136 members 
Mstep: Class 24 contains 8640 members 
Mstep: Class 25 contains 4498 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 2182 members 
Mstep: Class 28 contains 15095 members 
Mstep: Class 29 contains 23265 members 
Mstep: Class 30 contains 3124 members 
Mstep: Class 31 contains 13417 members 
Mstep: Class 32 contains 8037 members 
Mstep: Class 33 contains 66706 members 
Mstep: Class 34 contains 26306 members 
Mstep: Class 35 contains 15561 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18073 members 
Mstep: Class 38 contains 1799 members 
Mstep: Class 39 contains 2442 members 
Mstep: Class 40 contains 589 members 
Mstep: Class 41 contains 1545 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 11915 members 
Mstep: Class 44 contains 3555 members 
Mstep: Class 45 contains 13504 members 
Mstep: Class 46 contains 3188 members 
Mstep: Class 47 contains 18040 members 
Mstep: Class 48 contains 3446 members 
Mstep: Class 49 contains 1635 members 
Mstep: Class 50 contains 1996 members 
Mstep: Class 51 contains 34056 members 
Entering Unmasked Estep 
Score: -115176912.000000 Penalty: 175994.609375
Splitting cluster 16 changes total score from -115176144.000000 to -115176912.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 17 (25496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Entering Unmasked Estep 
Score: -2626873.000000 Penalty: 2516.276611
	Iteration 0F: 2 clusters Score -2626873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -2609234.750000 Penalty: 5032.553223
	Iteration 0F: 3 clusters Score -2609235 nChanged 11382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -2615431.500000 Penalty: 5032.553223
	Iteration 1F: 3 clusters Score -2615432 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -2616214.000000 Penalty: 5032.553223
	Iteration 2F: 3 clusters Score -2616214 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -2617044.250000 Penalty: 5032.553223
	Iteration 3F: 3 clusters Score -2617044 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -2617849.500000 Penalty: 5032.553223
	Iteration 4F: 3 clusters Score -2617850 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -2618611.250000 Penalty: 5032.553223
	Iteration 5F: 3 clusters Score -2618611 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2619378.500000 Penalty: 5032.553223
	Iteration 6F: 3 clusters Score -2619378 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -2620218.250000 Penalty: 5032.553223
	Iteration 7F: 3 clusters Score -2620218 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -2621048.500000 Penalty: 5032.553223
	Iteration 8F: 3 clusters Score -2621048 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -2621780.000000 Penalty: 5032.553223
	Iteration 9Q: 3 clusters Score -2621780 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -2622407.250000 Penalty: 5032.553223
	Iteration 10Q: 3 clusters Score -2622407 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -2622838.500000 Penalty: 5032.553223
	Iteration 11Q: 3 clusters Score -2622838 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -2623157.250000 Penalty: 5032.553223
	Iteration 12Q: 3 clusters Score -2623157 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -2623352.000000 Penalty: 5032.553223
	Iteration 13Q: 3 clusters Score -2623352 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -2623478.250000 Penalty: 5032.553223
	Iteration 14Q: 3 clusters Score -2623478 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -2623545.000000 Penalty: 5032.553223
	Iteration 15Q: 3 clusters Score -2623545 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -2623601.750000 Penalty: 5032.553223
	Iteration 16Q: 3 clusters Score -2623602 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -2623633.750000 Penalty: 5032.553223
	Iteration 17Q: 3 clusters Score -2623634 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -2623686.750000 Penalty: 5032.553223
	Iteration 18Q: 3 clusters Score -2623687 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2623706.250000 Penalty: 5032.553223
	Iteration 19Q: 3 clusters Score -2623706 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2623732.750000 Penalty: 5032.553223
	Iteration 20F: 3 clusters Score -2623733 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -2623751.000000 Penalty: 5032.553223
	Iteration 21Q: 3 clusters Score -2623751 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -2623770.250000 Penalty: 5032.553223
	Iteration 22Q: 3 clusters Score -2623770 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -2623788.500000 Penalty: 5032.553223
	Iteration 23Q: 3 clusters Score -2623788 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2623815.250000 Penalty: 5032.553223
	Iteration 24Q: 3 clusters Score -2623815 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -2623823.750000 Penalty: 5032.553223
	Iteration 25Q: 3 clusters Score -2623824 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -2623837.250000 Penalty: 5032.553223
	Iteration 26Q: 3 clusters Score -2623837 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -2623850.500000 Penalty: 5032.553223
	Iteration 27Q: 3 clusters Score -2623850 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -2623856.250000 Penalty: 5032.553223
	Iteration 28Q: 3 clusters Score -2623856 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -2623857.500000 Penalty: 5032.553223
	Iteration 29Q: 3 clusters Score -2623858 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -2623872.750000 Penalty: 5032.553223
	Iteration 30Q: 3 clusters Score -2623873 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -2623870.500000 Penalty: 5032.553223
	Iteration 31Q: 3 clusters Score -2623870 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -2623885.500000 Penalty: 5032.553223
	Iteration 32Q: 3 clusters Score -2623886 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -2623885.750000 Penalty: 5032.553223
	Iteration 33Q: 3 clusters Score -2623886 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2623896.500000 Penalty: 5032.553223
	Iteration 34Q: 3 clusters Score -2623896 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2623899 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -2623909.750000 Penalty: 5032.553223
	Iteration 36Q: 3 clusters Score -2623910 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -2623917.750000 Penalty: 5032.553223
	Iteration 37Q: 3 clusters Score -2623918 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -2623934.250000 Penalty: 5032.553223
	Iteration 38Q: 3 clusters Score -2623934 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -2623948.000000 Penalty: 5032.553223
	Iteration 39Q: 3 clusters Score -2623948 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -2623949.750000 Penalty: 5032.553223
	Iteration 40F: 3 clusters Score -2623950 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2623953 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2623951.500000 Penalty: 5032.553223
	Iteration 42Q: 3 clusters Score -2623952 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2623959 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -2623967.250000 Penalty: 5032.553223
	Iteration 44Q: 3 clusters Score -2623967 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2623970 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2623972 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2623981.250000 Penalty: 5032.553223
	Iteration 47Q: 3 clusters Score -2623981 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2623996 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2623996 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -2624015.250000 Penalty: 5032.553223
	Iteration 50Q: 3 clusters Score -2624015 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -2624027.250000 Penalty: 5032.553223
	Iteration 51Q: 3 clusters Score -2624027 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2624036 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2624044 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2624050 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -2624065.500000 Penalty: 5032.553223
	Iteration 55Q: 3 clusters Score -2624066 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -2624071.750000 Penalty: 5032.553223
	Iteration 56Q: 3 clusters Score -2624072 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2624071 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2624081.750000 Penalty: 5032.553223
	Iteration 58Q: 3 clusters Score -2624082 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2624089 nChanged 70
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -2624097.750000 Penalty: 5032.553223
	Iteration 60F: 3 clusters Score -2624098 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2624106 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2624115 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -2624121.750000 Penalty: 5032.553223
	Iteration 63Q: 3 clusters Score -2624122 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2624134 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2624132 nChanged 72
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Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2624134 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2624145 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2624150 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -2624158.000000 Penalty: 5032.553223
	Iteration 69Q: 3 clusters Score -2624158 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2624168 nChanged 69
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Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2624178 nChanged 71
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Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2624181 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2624202.250000 Penalty: 5032.553223
	Iteration 73Q: 3 clusters Score -2624202 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2624218 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2624227 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2624232 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2624240 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2624267 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2624282 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18496 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2624292 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2624302 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2624310 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -2624324.250000 Penalty: 5032.553223
	Iteration 83Q: 3 clusters Score -2624324 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2624334 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2624336 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
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Entering Unmasked Estep 
Score: -2624339.250000 Penalty: 5032.553223
	Iteration 86Q: 3 clusters Score -2624339 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2624346 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2624360 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2624372 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2624388 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -2624397.500000 Penalty: 5032.553223
	Iteration 91Q: 3 clusters Score -2624398 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -2624402.750000 Penalty: 5032.553223
	Iteration 92Q: 3 clusters Score -2624403 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -2624407.250000 Penalty: 5032.553223
	Iteration 93Q: 3 clusters Score -2624407 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -2624421.250000 Penalty: 5032.553223
	Iteration 94Q: 3 clusters Score -2624421 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2624432 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2624462 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19608 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2624480 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -2624507.250000 Penalty: 5032.553223
	Iteration 98Q: 3 clusters Score -2624507 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2624528 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -2624547.000000 Penalty: 5032.553223
	Iteration 100F: 3 clusters Score -2624547 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -2624559.250000 Penalty: 5032.553223
	Iteration 101Q: 3 clusters Score -2624559 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2624582 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2624584 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -2624591.500000 Penalty: 5032.553223
	Iteration 104Q: 3 clusters Score -2624592 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -2624609.000000 Penalty: 5032.553223
	Iteration 105Q: 3 clusters Score -2624609 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -2624631.250000 Penalty: 5032.553223
	Iteration 106Q: 3 clusters Score -2624631 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -2624638.250000 Penalty: 5032.553223
	Iteration 107Q: 3 clusters Score -2624638 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -2624645.000000 Penalty: 5032.553223
	Iteration 108Q: 3 clusters Score -2624645 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20481 members 
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Entering Unmasked Estep 
Score: -2624651.250000 Penalty: 5032.553223
	Iteration 109Q: 3 clusters Score -2624651 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2624661 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -2624674.250000 Penalty: 5032.553223
	Iteration 111Q: 3 clusters Score -2624674 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2624676 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -2624678.750000 Penalty: 5032.553223
	Iteration 113Q: 3 clusters Score -2624679 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20738 members 
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Entering Unmasked Estep 
Score: -2624692.250000 Penalty: 5032.553223
	Iteration 114Q: 3 clusters Score -2624692 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -2624689.000000 Penalty: 5032.553223
	Iteration 115Q: 3 clusters Score -2624689 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -2624696.000000 Penalty: 5032.553223
	Iteration 116Q: 3 clusters Score -2624696 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20833 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2624694 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2624693 nChanged 25
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Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -2624707.750000 Penalty: 5032.553223
	Iteration 119Q: 3 clusters Score -2624708 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -2624709.250000 Penalty: 5032.553223
	Iteration 120F: 3 clusters Score -2624709 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -2624720.750000 Penalty: 5032.553223
	Iteration 121Q: 3 clusters Score -2624721 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20948 members 
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Entering Unmasked Estep 
Score: -2624712.750000 Penalty: 5032.553223
	Iteration 122Q: 3 clusters Score -2624713 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -2624727.500000 Penalty: 5032.553223
	Iteration 123Q: 3 clusters Score -2624728 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -2624729.750000 Penalty: 5032.553223
	Iteration 124Q: 3 clusters Score -2624730 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -2624738.250000 Penalty: 5032.553223
	Iteration 125Q: 3 clusters Score -2624738 nChanged 35
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2624743 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2624753 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2624753 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2624754 nChanged 41
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Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2624758 nChanged 37
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Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2624771 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2624780 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2624786 nChanged 45
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Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2624804 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2624810 nChanged 56
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Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2624818 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2624822 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2624821 nChanged 28
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Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2624833 nChanged 27
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Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2624838 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2624844 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2624850 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2624851 nChanged 34
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Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2624850 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2624852 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2624868 nChanged 34
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Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2624870 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2624884 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2624882 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2624886 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2624893 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2624905 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2624910 nChanged 43
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Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2624922 nChanged 40
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Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2624944 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 3406 members 
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	Iteration 156Q: 3 clusters Score -2624948 nChanged 27
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Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 3379 members 
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	Iteration 157Q: 3 clusters Score -2624941 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2624952 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2624950 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -2624952 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2624947 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2624949 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2624964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2624965 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -2624974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2624982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -2624983 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -2624988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2624996 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2624997 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2624994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -2624994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -2625000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -2625000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -2625006.750000 Penalty: 5032.553223
	Iteration 175Q: 3 clusters Score -2625007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -2625006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2625005.250000 Penalty: 5032.553223
	Iteration 177Q: 3 clusters Score -2625005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2625008.000000 Penalty: 5032.553223
	Iteration 178Q: 3 clusters Score -2625008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -2625010.000000 Penalty: 5032.553223
	Iteration 179Q: 3 clusters Score -2625010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -2625009 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -2625006 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -2625008 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -2625010 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -2625015 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -2625010 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -2625010 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -2625011.000000 Penalty: 5032.553223
	Iteration 187Q: 3 clusters Score -2625011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2625016.750000 Penalty: 5032.553223
	Iteration 188Q: 3 clusters Score -2625017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -2625016.500000 Penalty: 5032.553223
	Iteration 189Q: 3 clusters Score -2625016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -2625020.500000 Penalty: 5032.553223
	Iteration 190Q: 3 clusters Score -2625020 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2625019.500000 Penalty: 5032.553223
	Iteration 191Q: 3 clusters Score -2625020 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -2625019.000000 Penalty: 5032.553223
	Iteration 192Q: 3 clusters Score -2625019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2625014.750000 Penalty: 5032.553223
	Iteration 193Q: 3 clusters Score -2625015 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2625012.500000 Penalty: 5032.553223
	Iteration 194Q: 3 clusters Score -2625012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -2625010 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -2625010 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -2625012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -2625016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2625015.250000 Penalty: 5032.553223
	Iteration 199Q: 3 clusters Score -2625015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2625017.250000 Penalty: 5032.553223
	Iteration 200F: 3 clusters Score -2625017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -2625016 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -2625019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -2625018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -2625016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -2625018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -2625020 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2625022.250000 Penalty: 5032.553223
	Iteration 207Q: 3 clusters Score -2625022 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -2625018 nChanged 0
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Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
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	Iteration 209F: 3 clusters Score -2625018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (101475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101475 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -1.119305e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50855 members 
Mstep: Class 2 contains 50620 members 
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	Iteration 0F: 3 clusters Score -1.112525e+07 nChanged 48075
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51750 members 
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Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1.115244e+07 nChanged 3372
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52248 members 
Mstep: Class 2 contains 49227 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -1.11533e+07 nChanged 3411
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52827 members 
Mstep: Class 2 contains 48648 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -1.115422e+07 nChanged 3629
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Mstep: Class 1 contains 53668 members 
Mstep: Class 2 contains 47807 members 
Entering Unmasked Estep 
Score: -11155438.000000 Penalty: 5717.673828
	Iteration 4Q: 3 clusters Score -1.115544e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54844 members 
Mstep: Class 2 contains 46631 members 
Entering Unmasked Estep 
Score: -11156961.000000 Penalty: 5717.673828
	Iteration 5Q: 3 clusters Score -1.115696e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56640 members 
Mstep: Class 2 contains 44835 members 
Entering Unmasked Estep 
Score: -11158867.000000 Penalty: 5717.673828
	Iteration 6Q: 3 clusters Score -1.115887e+07 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59173 members 
Mstep: Class 2 contains 42302 members 
Entering Unmasked Estep 
Score: -11161377.000000 Penalty: 5717.673828
	Iteration 7Q: 3 clusters Score -1.116138e+07 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62408 members 
Mstep: Class 2 contains 39067 members 
Entering Unmasked Estep 
Score: -11164308.000000 Penalty: 5717.673828
	Iteration 8F: 3 clusters Score -1.116431e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66357 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -11167332.000000 Penalty: 5717.673828
	Iteration 9F: 3 clusters Score -1.116733e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70999 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -11170584.000000 Penalty: 5717.673828
	Iteration 10F: 3 clusters Score -1.117058e+07 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76183 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -11174195.000000 Penalty: 5717.673828
	Iteration 11F: 3 clusters Score -1.11742e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81601 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -11178158.000000 Penalty: 5717.673828
	Iteration 12F: 3 clusters Score -1.117816e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86704 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -11181902.000000 Penalty: 5717.673828
	Iteration 13F: 3 clusters Score -1.11819e+07 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90933 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -11185083.000000 Penalty: 5717.673828
	Iteration 14Q: 3 clusters Score -1.118508e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94105 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -11187226.000000 Penalty: 5717.673828
	Iteration 15Q: 3 clusters Score -1.118723e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96194 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -11188499.000000 Penalty: 5717.673828
	Iteration 16Q: 3 clusters Score -1.11885e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97581 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -11189306.000000 Penalty: 5717.673828
	Iteration 17Q: 3 clusters Score -1.118931e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98467 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -11189822.000000 Penalty: 5717.673828
	Iteration 18Q: 3 clusters Score -1.118982e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98996 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -11190077.000000 Penalty: 5717.673828
	Iteration 19Q: 3 clusters Score -1.119008e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99342 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -11190285.000000 Penalty: 5717.673828
	Iteration 20F: 3 clusters Score -1.119028e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99588 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -11190421.000000 Penalty: 5717.673828
	Iteration 21Q: 3 clusters Score -1.119042e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99773 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -11190504.000000 Penalty: 5717.673828
	Iteration 22Q: 3 clusters Score -1.11905e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99891 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -11190555.000000 Penalty: 5717.673828
	Iteration 23Q: 3 clusters Score -1.119056e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99980 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -11190584.000000 Penalty: 5717.673828
	Iteration 24Q: 3 clusters Score -1.119058e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100038 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -11190634.000000 Penalty: 5717.673828
	Iteration 25Q: 3 clusters Score -1.119063e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100094 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -11190674.000000 Penalty: 5717.673828
	Iteration 26Q: 3 clusters Score -1.119067e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100144 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -11190690.000000 Penalty: 5717.673828
	Iteration 27Q: 3 clusters Score -1.119069e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100177 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -11190731.000000 Penalty: 5717.673828
	Iteration 28Q: 3 clusters Score -1.119073e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100205 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -11190735.000000 Penalty: 5717.673828
	Iteration 29Q: 3 clusters Score -1.119074e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100224 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -11190756.000000 Penalty: 5717.673828
	Iteration 30Q: 3 clusters Score -1.119076e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100245 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -11190780.000000 Penalty: 5717.673828
	Iteration 31Q: 3 clusters Score -1.119078e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100258 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -11190794.000000 Penalty: 5717.673828
	Iteration 32Q: 3 clusters Score -1.119079e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100273 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -11190775.000000 Penalty: 5717.673828
	Iteration 33Q: 3 clusters Score -1.119078e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100283 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -11190786.000000 Penalty: 5717.673828
	Iteration 34Q: 3 clusters Score -1.119079e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100299 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -11190785.000000 Penalty: 5717.673828
	Iteration 35Q: 3 clusters Score -1.119078e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100311 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -11190795.000000 Penalty: 5717.673828
	Iteration 36Q: 3 clusters Score -1.11908e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100318 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -11190797.000000 Penalty: 5717.673828
	Iteration 37Q: 3 clusters Score -1.11908e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100325 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -11190815.000000 Penalty: 5717.673828
	Iteration 38Q: 3 clusters Score -1.119082e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100333 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -11190812.000000 Penalty: 5717.673828
	Iteration 39Q: 3 clusters Score -1.119081e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100344 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -11190819.000000 Penalty: 5717.673828
	Iteration 40F: 3 clusters Score -1.119082e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100352 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -11190825.000000 Penalty: 5717.673828
	Iteration 41Q: 3 clusters Score -1.119082e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100361 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -11190830.000000 Penalty: 5717.673828
	Iteration 42Q: 3 clusters Score -1.119083e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100366 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -11190839.000000 Penalty: 5717.673828
	Iteration 43Q: 3 clusters Score -1.119084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100371 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -11190836.000000 Penalty: 5717.673828
	Iteration 44Q: 3 clusters Score -1.119084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100374 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -11190836.000000 Penalty: 5717.673828
	Iteration 45Q: 3 clusters Score -1.119084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100377 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -11190840.000000 Penalty: 5717.673828
	Iteration 46Q: 3 clusters Score -1.119084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100380 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -11190838.000000 Penalty: 5717.673828
	Iteration 47Q: 3 clusters Score -1.119084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100381 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -11190838.000000 Penalty: 5717.673828
	Iteration 48Q: 3 clusters Score -1.119084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100381 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -11190840.000000 Penalty: 5717.673828
	Iteration 49Q: 3 clusters Score -1.119084e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100380 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -11190850.000000 Penalty: 5717.673828
	Iteration 50Q: 3 clusters Score -1.119085e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100380 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -11190850.000000 Penalty: 5717.673828
	Iteration 51F: 3 clusters Score -1.119085e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Entering Unmasked Estep 
Score: -282685.250000 Penalty: 1979.723877
	Iteration 0F: 2 clusters Score -282685.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -279543.812500 Penalty: 3959.447754
	Iteration 0F: 3 clusters Score -279543.8 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -280860.968750 Penalty: 3959.447754
	Iteration 1F: 3 clusters Score -280861 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -281515.500000 Penalty: 3959.447754
	Iteration 2F: 3 clusters Score -281515.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -281963.062500 Penalty: 3959.447754
	Iteration 3F: 3 clusters Score -281963.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -282319.156250 Penalty: 3959.447754
	Iteration 4F: 3 clusters Score -282319.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -282542.531250 Penalty: 3959.447754
	Iteration 5F: 3 clusters Score -282542.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -282683.843750 Penalty: 3959.447754
	Iteration 6Q: 3 clusters Score -282683.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -282753.656250 Penalty: 3959.447754
	Iteration 7Q: 3 clusters Score -282753.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -282787.812500 Penalty: 3959.447754
	Iteration 8Q: 3 clusters Score -282787.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -282804.562500 Penalty: 3959.447754
	Iteration 9Q: 3 clusters Score -282804.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -282813.000000 Penalty: 3959.447754
	Iteration 10Q: 3 clusters Score -282813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -282820.250000 Penalty: 3959.447754
	Iteration 11Q: 3 clusters Score -282820.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -282822.500000 Penalty: 3959.447754
	Iteration 12Q: 3 clusters Score -282822.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -282827.343750 Penalty: 3959.447754
	Iteration 13Q: 3 clusters Score -282827.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -282830.343750 Penalty: 3959.447754
	Iteration 14Q: 3 clusters Score -282830.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -282832.718750 Penalty: 3959.447754
	Iteration 15Q: 3 clusters Score -282832.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -282832.718750 Penalty: 3959.447754
	Iteration 16F: 3 clusters Score -282832.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 158768 members 
Mstep: Class 2 contains 2750 members 
Mstep: Class 3 contains 13752 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 21683 members 
Mstep: Class 6 contains 72438 members 
Mstep: Class 7 contains 9437 members 
Mstep: Class 8 contains 1531 members 
Mstep: Class 9 contains 181510 members 
Mstep: Class 10 contains 12811 members 
Mstep: Class 11 contains 54806 members 
Mstep: Class 12 contains 2965 members 
Mstep: Class 13 contains 5812 members 
Mstep: Class 14 contains 55913 members 
Mstep: Class 15 contains 12544 members 
Mstep: Class 16 contains 6562 members 
Mstep: Class 17 contains 25496 members 
Mstep: Class 18 contains 101475 members 
Mstep: Class 19 contains 2588 members 
Mstep: Class 20 contains 5594 members 
Mstep: Class 21 contains 40644 members 
Mstep: Class 22 contains 1373 members 
Mstep: Class 23 contains 3136 members 
Mstep: Class 24 contains 8640 members 
Mstep: Class 25 contains 4498 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 2182 members 
Mstep: Class 28 contains 15095 members 
Mstep: Class 29 contains 23265 members 
Mstep: Class 30 contains 3124 members 
Mstep: Class 31 contains 13417 members 
Mstep: Class 32 contains 8037 members 
Mstep: Class 33 contains 66706 members 
Mstep: Class 34 contains 26306 members 
Mstep: Class 35 contains 15561 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18073 members 
Mstep: Class 38 contains 1799 members 
Mstep: Class 39 contains 2442 members 
Mstep: Class 40 contains 589 members 
Mstep: Class 41 contains 1545 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 11915 members 
Mstep: Class 44 contains 3555 members 
Mstep: Class 45 contains 13504 members 
Mstep: Class 46 contains 3188 members 
Mstep: Class 47 contains 18040 members 
Mstep: Class 48 contains 3446 members 
Mstep: Class 49 contains 1635 members 
Mstep: Class 50 contains 1996 members 
Mstep: Class 51 contains 34056 members 
Mstep: Class 52 contains 342 members 
Entering Unmasked Estep 
Score: -115175656.000000 Penalty: 179445.484375
Splitting cluster 19 changes total score from -115176144.000000 to -115175656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (5594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Entering Unmasked Estep 
Score: -530279.187500 Penalty: 2140.103516
	Iteration 0F: 2 clusters Score -530279.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -525398.500000 Penalty: 4280.207031
	Iteration 0F: 3 clusters Score -525398.5 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -526904.750000 Penalty: 4280.207031
	Iteration 1F: 3 clusters Score -526904.8 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -527366.437500 Penalty: 4280.207031
	Iteration 2F: 3 clusters Score -527366.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -527685.875000 Penalty: 4280.207031
	Iteration 3F: 3 clusters Score -527685.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -527933.437500 Penalty: 4280.207031
	Iteration 4F: 3 clusters Score -527933.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -528093.250000 Penalty: 4280.207031
	Iteration 5Q: 3 clusters Score -528093.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -528213.875000 Penalty: 4280.207031
	Iteration 6Q: 3 clusters Score -528213.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -528298.250000 Penalty: 4280.207031
	Iteration 7Q: 3 clusters Score -528298.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -528369.062500 Penalty: 4280.207031
	Iteration 8Q: 3 clusters Score -528369.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -528428.062500 Penalty: 4280.207031
	Iteration 9Q: 3 clusters Score -528428.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -528467.437500 Penalty: 4280.207031
	Iteration 10Q: 3 clusters Score -528467.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -528498.250000 Penalty: 4280.207031
	Iteration 11Q: 3 clusters Score -528498.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -528529.875000 Penalty: 4280.207031
	Iteration 12Q: 3 clusters Score -528529.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -528556.250000 Penalty: 4280.207031
	Iteration 13Q: 3 clusters Score -528556.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -528574.312500 Penalty: 4280.207031
	Iteration 14Q: 3 clusters Score -528574.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -528587.375000 Penalty: 4280.207031
	Iteration 15Q: 3 clusters Score -528587.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -528598.000000 Penalty: 4280.207031
	Iteration 16Q: 3 clusters Score -528598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -528602.562500 Penalty: 4280.207031
	Iteration 17Q: 3 clusters Score -528602.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -528606.312500 Penalty: 4280.207031
	Iteration 18Q: 3 clusters Score -528606.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -528610.250000 Penalty: 4280.207031
	Iteration 19Q: 3 clusters Score -528610.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -528612.375000 Penalty: 4280.207031
	Iteration 20F: 3 clusters Score -528612.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -528613.625000 Penalty: 4280.207031
	Iteration 21Q: 3 clusters Score -528613.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -528617.562500 Penalty: 4280.207031
	Iteration 22Q: 3 clusters Score -528617.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -528620.812500 Penalty: 4280.207031
	Iteration 23Q: 3 clusters Score -528620.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -528623.687500 Penalty: 4280.207031
	Iteration 24Q: 3 clusters Score -528623.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -528626.687500 Penalty: 4280.207031
	Iteration 25Q: 3 clusters Score -528626.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -528627.250000 Penalty: 4280.207031
	Iteration 26Q: 3 clusters Score -528627.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -528628.937500 Penalty: 4280.207031
	Iteration 27Q: 3 clusters Score -528628.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -528630.375000 Penalty: 4280.207031
	Iteration 28Q: 3 clusters Score -528630.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -528629.875000 Penalty: 4280.207031
	Iteration 29Q: 3 clusters Score -528629.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -528631.687500 Penalty: 4280.207031
	Iteration 30Q: 3 clusters Score -528631.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -528631.250000 Penalty: 4280.207031
	Iteration 31Q: 3 clusters Score -528631.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -528631.250000 Penalty: 4280.207031
	Iteration 32F: 3 clusters Score -528631.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (40644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40644 members 
Entering Unmasked Estep 
Score: -4151836.250000 Penalty: 2631.926270
	Iteration 0F: 2 clusters Score -4151836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -4124280.250000 Penalty: 5263.852539
	Iteration 0F: 3 clusters Score -4124280 nChanged 18573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -4134603.500000 Penalty: 5263.852539
	Iteration 1F: 3 clusters Score -4134604 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -4135364.750000 Penalty: 5263.852539
	Iteration 2Q: 3 clusters Score -4135365 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -4136282.750000 Penalty: 5263.852539
	Iteration 3Q: 3 clusters Score -4136283 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -4137366.000000 Penalty: 5263.852539
	Iteration 4F: 3 clusters Score -4137366 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -4138569.000000 Penalty: 5263.852539
	Iteration 5F: 3 clusters Score -4138569 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -4139891.750000 Penalty: 5263.852539
	Iteration 6F: 3 clusters Score -4139892 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -4141258.000000 Penalty: 5263.852539
	Iteration 7F: 3 clusters Score -4141258 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -4142603.250000 Penalty: 5263.852539
	Iteration 8F: 3 clusters Score -4142603 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -4143915.250000 Penalty: 5263.852539
	Iteration 9Q: 3 clusters Score -4143915 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -4145070.750000 Penalty: 5263.852539
	Iteration 10Q: 3 clusters Score -4145071 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -4146046.000000 Penalty: 5263.852539
	Iteration 11Q: 3 clusters Score -4146046 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -4146739.250000 Penalty: 5263.852539
	Iteration 12Q: 3 clusters Score -4146739 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -4147305.000000 Penalty: 5263.852539
	Iteration 13Q: 3 clusters Score -4147305 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -4147664.000000 Penalty: 5263.852539
	Iteration 14Q: 3 clusters Score -4147664 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -4147961.500000 Penalty: 5263.852539
	Iteration 15Q: 3 clusters Score -4147962 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -4148180.500000 Penalty: 5263.852539
	Iteration 16Q: 3 clusters Score -4148180 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -4148369.000000 Penalty: 5263.852539
	Iteration 17Q: 3 clusters Score -4148369 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
Score: -4148514.500000 Penalty: 5263.852539
	Iteration 18Q: 3 clusters Score -4148514 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 33474 members 
Entering Unmasked Estep 
Score: -4148644.000000 Penalty: 5263.852539
	Iteration 19Q: 3 clusters Score -4148644 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 33784 members 
Entering Unmasked Estep 
Score: -4148784.250000 Penalty: 5263.852539
	Iteration 20F: 3 clusters Score -4148784 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -4148888.750000 Penalty: 5263.852539
	Iteration 21Q: 3 clusters Score -4148889 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -4148970.500000 Penalty: 5263.852539
	Iteration 22Q: 3 clusters Score -4148970 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 34603 members 
Entering Unmasked Estep 
Score: -4149055.500000 Penalty: 5263.852539
	Iteration 23Q: 3 clusters Score -4149056 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 34838 members 
Entering Unmasked Estep 
Score: -4149143.250000 Penalty: 5263.852539
	Iteration 24Q: 3 clusters Score -4149143 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 35039 members 
Entering Unmasked Estep 
Score: -4149198.750000 Penalty: 5263.852539
	Iteration 25Q: 3 clusters Score -4149199 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -4149265.250000 Penalty: 5263.852539
	Iteration 26Q: 3 clusters Score -4149265 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 35423 members 
Entering Unmasked Estep 
Score: -4149328.750000 Penalty: 5263.852539
	Iteration 27Q: 3 clusters Score -4149329 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -4149379.250000 Penalty: 5263.852539
	Iteration 28Q: 3 clusters Score -4149379 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -4149401.000000 Penalty: 5263.852539
	Iteration 29Q: 3 clusters Score -4149401 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 35863 members 
Entering Unmasked Estep 
Score: -4149459.250000 Penalty: 5263.852539
	Iteration 30Q: 3 clusters Score -4149459 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -4149499.500000 Penalty: 5263.852539
	Iteration 31Q: 3 clusters Score -4149500 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 36145 members 
Entering Unmasked Estep 
Score: -4149560.750000 Penalty: 5263.852539
	Iteration 32Q: 3 clusters Score -4149561 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 36273 members 
Entering Unmasked Estep 
Score: -4149594.500000 Penalty: 5263.852539
	Iteration 33Q: 3 clusters Score -4149594 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -4149622.500000 Penalty: 5263.852539
	Iteration 34Q: 3 clusters Score -4149622 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -4149646.500000 Penalty: 5263.852539
	Iteration 35Q: 3 clusters Score -4149646 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -4149685.250000 Penalty: 5263.852539
	Iteration 36Q: 3 clusters Score -4149685 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -4149690.000000 Penalty: 5263.852539
	Iteration 37Q: 3 clusters Score -4149690 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -4149713.000000 Penalty: 5263.852539
	Iteration 38Q: 3 clusters Score -4149713 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 36900 members 
Entering Unmasked Estep 
Score: -4149756.000000 Penalty: 5263.852539
	Iteration 39Q: 3 clusters Score -4149756 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -4149766.250000 Penalty: 5263.852539
	Iteration 40F: 3 clusters Score -4149766 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -4149767.500000 Penalty: 5263.852539
	Iteration 41Q: 3 clusters Score -4149768 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 37112 members 
Entering Unmasked Estep 
Score: -4149786.750000 Penalty: 5263.852539
	Iteration 42Q: 3 clusters Score -4149787 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 37167 members 
Entering Unmasked Estep 
Score: -4149810.250000 Penalty: 5263.852539
	Iteration 43Q: 3 clusters Score -4149810 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -4149829.250000 Penalty: 5263.852539
	Iteration 44Q: 3 clusters Score -4149829 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 37285 members 
Entering Unmasked Estep 
Score: -4149836.250000 Penalty: 5263.852539
	Iteration 45Q: 3 clusters Score -4149836 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 37325 members 
Entering Unmasked Estep 
Score: -4149851.250000 Penalty: 5263.852539
	Iteration 46Q: 3 clusters Score -4149851 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 37362 members 
Entering Unmasked Estep 
Score: -4149855.250000 Penalty: 5263.852539
	Iteration 47Q: 3 clusters Score -4149855 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 37399 members 
Entering Unmasked Estep 
Score: -4149861.750000 Penalty: 5263.852539
	Iteration 48Q: 3 clusters Score -4149862 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 37438 members 
Entering Unmasked Estep 
Score: -4149874.750000 Penalty: 5263.852539
	Iteration 49Q: 3 clusters Score -4149875 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
Score: -4149894.000000 Penalty: 5263.852539
	Iteration 50Q: 3 clusters Score -4149894 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -4149909.500000 Penalty: 5263.852539
	Iteration 51Q: 3 clusters Score -4149910 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -4149920.250000 Penalty: 5263.852539
	Iteration 52Q: 3 clusters Score -4149920 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
Score: -4149928.500000 Penalty: 5263.852539
	Iteration 53Q: 3 clusters Score -4149928 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -4149937.500000 Penalty: 5263.852539
	Iteration 54Q: 3 clusters Score -4149938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -4149943.750000 Penalty: 5263.852539
	Iteration 55Q: 3 clusters Score -4149944 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -4149950.000000 Penalty: 5263.852539
	Iteration 56Q: 3 clusters Score -4149950 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -4149959.500000 Penalty: 5263.852539
	Iteration 57Q: 3 clusters Score -4149960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 37724 members 
Entering Unmasked Estep 
Score: -4149952.500000 Penalty: 5263.852539
	Iteration 58Q: 3 clusters Score -4149952 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -4149957.500000 Penalty: 5263.852539
	Iteration 59Q: 3 clusters Score -4149958 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
Score: -4149947.250000 Penalty: 5263.852539
	Iteration 60F: 3 clusters Score -4149947 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
Score: -4149964.250000 Penalty: 5263.852539
	Iteration 61Q: 3 clusters Score -4149964 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -4149982.250000 Penalty: 5263.852539
	Iteration 62Q: 3 clusters Score -4149982 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 37859 members 
Entering Unmasked Estep 
Score: -4149972.000000 Penalty: 5263.852539
	Iteration 63Q: 3 clusters Score -4149972 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 37885 members 
Entering Unmasked Estep 
Score: -4149983.750000 Penalty: 5263.852539
	Iteration 64Q: 3 clusters Score -4149984 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 37908 members 
Entering Unmasked Estep 
Score: -4149997.000000 Penalty: 5263.852539
	Iteration 65Q: 3 clusters Score -4149997 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -4149995.000000 Penalty: 5263.852539
	Iteration 66Q: 3 clusters Score -4149995 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 37963 members 
Entering Unmasked Estep 
Score: -4150009.250000 Penalty: 5263.852539
	Iteration 67Q: 3 clusters Score -4150009 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 37994 members 
Entering Unmasked Estep 
Score: -4150012.500000 Penalty: 5263.852539
	Iteration 68Q: 3 clusters Score -4150012 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
Score: -4150018.000000 Penalty: 5263.852539
	Iteration 69Q: 3 clusters Score -4150018 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 38065 members 
Entering Unmasked Estep 
Score: -4150034.250000 Penalty: 5263.852539
	Iteration 70Q: 3 clusters Score -4150034 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 38105 members 
Entering Unmasked Estep 
Score: -4150036.000000 Penalty: 5263.852539
	Iteration 71Q: 3 clusters Score -4150036 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -4150049.500000 Penalty: 5263.852539
	Iteration 72Q: 3 clusters Score -4150050 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -4150055.250000 Penalty: 5263.852539
	Iteration 73Q: 3 clusters Score -4150055 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 38202 members 
Entering Unmasked Estep 
Score: -4150060.000000 Penalty: 5263.852539
	Iteration 74Q: 3 clusters Score -4150060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 38217 members 
Entering Unmasked Estep 
Score: -4150062.250000 Penalty: 5263.852539
	Iteration 75Q: 3 clusters Score -4150062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 38236 members 
Entering Unmasked Estep 
Score: -4150062.000000 Penalty: 5263.852539
	Iteration 76Q: 3 clusters Score -4150062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 38252 members 
Entering Unmasked Estep 
Score: -4150071.000000 Penalty: 5263.852539
	Iteration 77Q: 3 clusters Score -4150071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -4150069.750000 Penalty: 5263.852539
	Iteration 78Q: 3 clusters Score -4150070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 38280 members 
Entering Unmasked Estep 
Score: -4150070.750000 Penalty: 5263.852539
	Iteration 79Q: 3 clusters Score -4150071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 38293 members 
Entering Unmasked Estep 
Score: -4150079.250000 Penalty: 5263.852539
	Iteration 80F: 3 clusters Score -4150079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 38305 members 
Entering Unmasked Estep 
Score: -4150079.500000 Penalty: 5263.852539
	Iteration 81Q: 3 clusters Score -4150080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 38319 members 
Entering Unmasked Estep 
Score: -4150076.500000 Penalty: 5263.852539
	Iteration 82Q: 3 clusters Score -4150076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 38331 members 
Entering Unmasked Estep 
Score: -4150080.750000 Penalty: 5263.852539
	Iteration 83Q: 3 clusters Score -4150081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
Score: -4150082.750000 Penalty: 5263.852539
	Iteration 84Q: 3 clusters Score -4150083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 38342 members 
Entering Unmasked Estep 
Score: -4150087.000000 Penalty: 5263.852539
	Iteration 85Q: 3 clusters Score -4150087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -4150095.750000 Penalty: 5263.852539
	Iteration 86Q: 3 clusters Score -4150096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 38358 members 
Entering Unmasked Estep 
Score: -4150087.750000 Penalty: 5263.852539
	Iteration 87Q: 3 clusters Score -4150088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
Score: -4150089.250000 Penalty: 5263.852539
	Iteration 88Q: 3 clusters Score -4150089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 38372 members 
Entering Unmasked Estep 
Score: -4150099.750000 Penalty: 5263.852539
	Iteration 89Q: 3 clusters Score -4150100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
Score: -4150097.750000 Penalty: 5263.852539
	Iteration 90Q: 3 clusters Score -4150098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 38386 members 
Entering Unmasked Estep 
Score: -4150100.750000 Penalty: 5263.852539
	Iteration 91Q: 3 clusters Score -4150101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 38387 members 
Entering Unmasked Estep 
Score: -4150100.500000 Penalty: 5263.852539
	Iteration 92Q: 3 clusters Score -4150100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -4150104.000000 Penalty: 5263.852539
	Iteration 93Q: 3 clusters Score -4150104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 38388 members 
Entering Unmasked Estep 
Score: -4150104.250000 Penalty: 5263.852539
	Iteration 94Q: 3 clusters Score -4150104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 38387 members 
Entering Unmasked Estep 
Score: -4150099.750000 Penalty: 5263.852539
	Iteration 95Q: 3 clusters Score -4150100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 38387 members 
Entering Unmasked Estep 
Score: -4150099.750000 Penalty: 5263.852539
	Iteration 96F: 3 clusters Score -4150100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Entering Unmasked Estep 
Score: -132813.062500 Penalty: 1791.738892
	Iteration 0F: 2 clusters Score -132813.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -130651.476562 Penalty: 3583.477783
	Iteration 0F: 3 clusters Score -130651.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -131113.375000 Penalty: 3583.477783
	Iteration 1F: 3 clusters Score -131113.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -131350.296875 Penalty: 3583.477783
	Iteration 2F: 3 clusters Score -131350.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -131599.296875 Penalty: 3583.477783
	Iteration 3F: 3 clusters Score -131599.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -131797.078125 Penalty: 3583.477783
	Iteration 4F: 3 clusters Score -131797.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -131966.453125 Penalty: 3583.477783
	Iteration 5F: 3 clusters Score -131966.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -132104.453125 Penalty: 3583.477783
	Iteration 6Q: 3 clusters Score -132104.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -132210.843750 Penalty: 3583.477783
	Iteration 7Q: 3 clusters Score -132210.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -132273.125000 Penalty: 3583.477783
	Iteration 8Q: 3 clusters Score -132273.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -132320.734375 Penalty: 3583.477783
	Iteration 9Q: 3 clusters Score -132320.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -132348.562500 Penalty: 3583.477783
	Iteration 10Q: 3 clusters Score -132348.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -132376.781250 Penalty: 3583.477783
	Iteration 11Q: 3 clusters Score -132376.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -132393.828125 Penalty: 3583.477783
	Iteration 12Q: 3 clusters Score -132393.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -132400.078125 Penalty: 3583.477783
	Iteration 13Q: 3 clusters Score -132400.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -132410.937500 Penalty: 3583.477783
	Iteration 14Q: 3 clusters Score -132410.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -132422.562500 Penalty: 3583.477783
	Iteration 15Q: 3 clusters Score -132422.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -132437.937500 Penalty: 3583.477783
	Iteration 16Q: 3 clusters Score -132437.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -132456.296875 Penalty: 3583.477783
	Iteration 17Q: 3 clusters Score -132456.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -132477.031250 Penalty: 3583.477783
	Iteration 18Q: 3 clusters Score -132477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -132493.734375 Penalty: 3583.477783
	Iteration 19Q: 3 clusters Score -132493.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -132507.093750 Penalty: 3583.477783
	Iteration 20F: 3 clusters Score -132507.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -132519.406250 Penalty: 3583.477783
	Iteration 21Q: 3 clusters Score -132519.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -132531.343750 Penalty: 3583.477783
	Iteration 22Q: 3 clusters Score -132531.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -132541.984375 Penalty: 3583.477783
	Iteration 23Q: 3 clusters Score -132542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -132550.531250 Penalty: 3583.477783
	Iteration 24Q: 3 clusters Score -132550.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -132552.468750 Penalty: 3583.477783
	Iteration 25Q: 3 clusters Score -132552.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -132558.515625 Penalty: 3583.477783
	Iteration 26Q: 3 clusters Score -132558.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -132558.515625 Penalty: 3583.477783
	Iteration 27F: 3 clusters Score -132558.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Entering Unmasked Estep 
Score: -337201.375000 Penalty: 1996.574341
	Iteration 0F: 2 clusters Score -337201.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -333875.187500 Penalty: 3993.148682
	Iteration 0F: 3 clusters Score -333875.2 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -334590.125000 Penalty: 3993.148682
	Iteration 1F: 3 clusters Score -334590.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -334815.281250 Penalty: 3993.148682
	Iteration 2F: 3 clusters Score -334815.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -334967.718750 Penalty: 3993.148682
	Iteration 3F: 3 clusters Score -334967.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -335119.031250 Penalty: 3993.148682
	Iteration 4F: 3 clusters Score -335119 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -335297.593750 Penalty: 3993.148682
	Iteration 5F: 3 clusters Score -335297.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -335439.031250 Penalty: 3993.148682
	Iteration 6Q: 3 clusters Score -335439 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -335582.125000 Penalty: 3993.148682
	Iteration 7Q: 3 clusters Score -335582.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -335699.250000 Penalty: 3993.148682
	Iteration 8Q: 3 clusters Score -335699.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -335814.781250 Penalty: 3993.148682
	Iteration 9Q: 3 clusters Score -335814.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -335891.093750 Penalty: 3993.148682
	Iteration 10Q: 3 clusters Score -335891.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -335946.062500 Penalty: 3993.148682
	Iteration 11Q: 3 clusters Score -335946.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -335977.843750 Penalty: 3993.148682
	Iteration 12Q: 3 clusters Score -335977.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -336001.031250 Penalty: 3993.148682
	Iteration 13Q: 3 clusters Score -336001 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -336015.187500 Penalty: 3993.148682
	Iteration 14Q: 3 clusters Score -336015.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -336028.968750 Penalty: 3993.148682
	Iteration 15Q: 3 clusters Score -336029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -336035.000000 Penalty: 3993.148682
	Iteration 16Q: 3 clusters Score -336035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -336036.687500 Penalty: 3993.148682
	Iteration 17Q: 3 clusters Score -336036.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -336037.125000 Penalty: 3993.148682
	Iteration 18Q: 3 clusters Score -336037.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -336038.406250 Penalty: 3993.148682
	Iteration 19Q: 3 clusters Score -336038.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -336038.406250 Penalty: 3993.148682
	Iteration 20F: 3 clusters Score -336038.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Entering Unmasked Estep 
Score: -929377.875000 Penalty: 2247.911133
	Iteration 0F: 2 clusters Score -929377.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -922593.875000 Penalty: 4495.822266
	Iteration 0F: 3 clusters Score -922593.9 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -924365.500000 Penalty: 4495.822266
	Iteration 1F: 3 clusters Score -924365.5 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -924605.437500 Penalty: 4495.822266
	Iteration 2F: 3 clusters Score -924605.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -924768.000000 Penalty: 4495.822266
	Iteration 3Q: 3 clusters Score -924768 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -924901.562500 Penalty: 4495.822266
	Iteration 4Q: 3 clusters Score -924901.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -925020.625000 Penalty: 4495.822266
	Iteration 5Q: 3 clusters Score -925020.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -925125.312500 Penalty: 4495.822266
	Iteration 6Q: 3 clusters Score -925125.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -925223.375000 Penalty: 4495.822266
	Iteration 7Q: 3 clusters Score -925223.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -925324.187500 Penalty: 4495.822266
	Iteration 8Q: 3 clusters Score -925324.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -925425.312500 Penalty: 4495.822266
	Iteration 9Q: 3 clusters Score -925425.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -925540.250000 Penalty: 4495.822266
	Iteration 10Q: 3 clusters Score -925540.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -925687.500000 Penalty: 4495.822266
	Iteration 11Q: 3 clusters Score -925687.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -925844.312500 Penalty: 4495.822266
	Iteration 12Q: 3 clusters Score -925844.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -925987.812500 Penalty: 4495.822266
	Iteration 13Q: 3 clusters Score -925987.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -926148.875000 Penalty: 4495.822266
	Iteration 14Q: 3 clusters Score -926148.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -926290.000000 Penalty: 4495.822266
	Iteration 15Q: 3 clusters Score -926290 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -926443.750000 Penalty: 4495.822266
	Iteration 16Q: 3 clusters Score -926443.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -926607.125000 Penalty: 4495.822266
	Iteration 17Q: 3 clusters Score -926607.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -926754.125000 Penalty: 4495.822266
	Iteration 18Q: 3 clusters Score -926754.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -926893.687500 Penalty: 4495.822266
	Iteration 19Q: 3 clusters Score -926893.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -926993.875000 Penalty: 4495.822266
	Iteration 20F: 3 clusters Score -926993.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -927082.437500 Penalty: 4495.822266
	Iteration 21Q: 3 clusters Score -927082.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -927165.062500 Penalty: 4495.822266
	Iteration 22Q: 3 clusters Score -927165.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -927229.687500 Penalty: 4495.822266
	Iteration 23Q: 3 clusters Score -927229.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -927291.125000 Penalty: 4495.822266
	Iteration 24Q: 3 clusters Score -927291.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -927327.312500 Penalty: 4495.822266
	Iteration 25Q: 3 clusters Score -927327.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -927353.937500 Penalty: 4495.822266
	Iteration 26Q: 3 clusters Score -927353.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -927369.750000 Penalty: 4495.822266
	Iteration 27Q: 3 clusters Score -927369.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -927376.875000 Penalty: 4495.822266
	Iteration 28Q: 3 clusters Score -927376.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -927381.875000 Penalty: 4495.822266
	Iteration 29Q: 3 clusters Score -927381.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -927386.500000 Penalty: 4495.822266
	Iteration 30Q: 3 clusters Score -927386.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -927386.875000 Penalty: 4495.822266
	Iteration 31Q: 3 clusters Score -927386.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -927387.937500 Penalty: 4495.822266
	Iteration 32Q: 3 clusters Score -927387.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -927390.937500 Penalty: 4495.822266
	Iteration 33Q: 3 clusters Score -927390.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -927392.437500 Penalty: 4495.822266
	Iteration 34Q: 3 clusters Score -927392.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -927394.750000 Penalty: 4495.822266
	Iteration 35Q: 3 clusters Score -927394.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -927396.937500 Penalty: 4495.822266
	Iteration 36Q: 3 clusters Score -927396.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -927397.250000 Penalty: 4495.822266
	Iteration 37Q: 3 clusters Score -927397.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -927399.312500 Penalty: 4495.822266
	Iteration 38Q: 3 clusters Score -927399.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -927401.562500 Penalty: 4495.822266
	Iteration 39Q: 3 clusters Score -927401.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -927402.750000 Penalty: 4495.822266
	Iteration 40F: 3 clusters Score -927402.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Entering Unmasked Estep 
Score: -469478.156250 Penalty: 2086.024414
	Iteration 0F: 2 clusters Score -469478.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -465270.781250 Penalty: 4172.048828
	Iteration 0F: 3 clusters Score -465270.8 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -466295.562500 Penalty: 4172.048828
	Iteration 1F: 3 clusters Score -466295.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -466517.406250 Penalty: 4172.048828
	Iteration 2F: 3 clusters Score -466517.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -466679.718750 Penalty: 4172.048828
	Iteration 3F: 3 clusters Score -466679.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -466828.406250 Penalty: 4172.048828
	Iteration 4Q: 3 clusters Score -466828.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -466955.500000 Penalty: 4172.048828
	Iteration 5Q: 3 clusters Score -466955.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -467095.750000 Penalty: 4172.048828
	Iteration 6Q: 3 clusters Score -467095.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -467239.343750 Penalty: 4172.048828
	Iteration 7Q: 3 clusters Score -467239.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -467394.375000 Penalty: 4172.048828
	Iteration 8Q: 3 clusters Score -467394.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -467534.468750 Penalty: 4172.048828
	Iteration 9Q: 3 clusters Score -467534.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -467631.937500 Penalty: 4172.048828
	Iteration 10Q: 3 clusters Score -467631.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -467709.562500 Penalty: 4172.048828
	Iteration 11Q: 3 clusters Score -467709.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -467765.656250 Penalty: 4172.048828
	Iteration 12Q: 3 clusters Score -467765.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -467807.875000 Penalty: 4172.048828
	Iteration 13Q: 3 clusters Score -467807.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -467842.468750 Penalty: 4172.048828
	Iteration 14Q: 3 clusters Score -467842.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -467881.843750 Penalty: 4172.048828
	Iteration 15Q: 3 clusters Score -467881.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -467918.718750 Penalty: 4172.048828
	Iteration 16Q: 3 clusters Score -467918.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -467960.718750 Penalty: 4172.048828
	Iteration 17Q: 3 clusters Score -467960.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -468002.281250 Penalty: 4172.048828
	Iteration 18Q: 3 clusters Score -468002.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -468034.250000 Penalty: 4172.048828
	Iteration 19Q: 3 clusters Score -468034.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -468056.000000 Penalty: 4172.048828
	Iteration 20F: 3 clusters Score -468056 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -468075.281250 Penalty: 4172.048828
	Iteration 21Q: 3 clusters Score -468075.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -468099.593750 Penalty: 4172.048828
	Iteration 22Q: 3 clusters Score -468099.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -468130.187500 Penalty: 4172.048828
	Iteration 23Q: 3 clusters Score -468130.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -468153.718750 Penalty: 4172.048828
	Iteration 24Q: 3 clusters Score -468153.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -468189.000000 Penalty: 4172.048828
	Iteration 25Q: 3 clusters Score -468189 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -468221.875000 Penalty: 4172.048828
	Iteration 26Q: 3 clusters Score -468221.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -468252.812500 Penalty: 4172.048828
	Iteration 27Q: 3 clusters Score -468252.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -468284.875000 Penalty: 4172.048828
	Iteration 28Q: 3 clusters Score -468284.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -468307.093750 Penalty: 4172.048828
	Iteration 29Q: 3 clusters Score -468307.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -468326.406250 Penalty: 4172.048828
	Iteration 30Q: 3 clusters Score -468326.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -468337.375000 Penalty: 4172.048828
	Iteration 31Q: 3 clusters Score -468337.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -468345.937500 Penalty: 4172.048828
	Iteration 32Q: 3 clusters Score -468345.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -468355.406250 Penalty: 4172.048828
	Iteration 33Q: 3 clusters Score -468355.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -468368.281250 Penalty: 4172.048828
	Iteration 34Q: 3 clusters Score -468368.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -468379.750000 Penalty: 4172.048828
	Iteration 35Q: 3 clusters Score -468379.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -468395.000000 Penalty: 4172.048828
	Iteration 36Q: 3 clusters Score -468395 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -468413.062500 Penalty: 4172.048828
	Iteration 37Q: 3 clusters Score -468413.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -468430.906250 Penalty: 4172.048828
	Iteration 38Q: 3 clusters Score -468430.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -468447.656250 Penalty: 4172.048828
	Iteration 39Q: 3 clusters Score -468447.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -468468.343750 Penalty: 4172.048828
	Iteration 40F: 3 clusters Score -468468.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -468486.562500 Penalty: 4172.048828
	Iteration 41Q: 3 clusters Score -468486.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -468509.781250 Penalty: 4172.048828
	Iteration 42Q: 3 clusters Score -468509.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -468548.968750 Penalty: 4172.048828
	Iteration 43Q: 3 clusters Score -468549 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -468602.687500 Penalty: 4172.048828
	Iteration 44Q: 3 clusters Score -468602.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -468705.343750 Penalty: 4172.048828
	Iteration 45Q: 3 clusters Score -468705.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -468818.343750 Penalty: 4172.048828
	Iteration 46Q: 3 clusters Score -468818.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -468883.781250 Penalty: 4172.048828
	Iteration 47Q: 3 clusters Score -468883.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -468910.312500 Penalty: 4172.048828
	Iteration 48Q: 3 clusters Score -468910.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -468920.375000 Penalty: 4172.048828
	Iteration 49Q: 3 clusters Score -468920.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -468923.812500 Penalty: 4172.048828
	Iteration 50Q: 3 clusters Score -468923.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -468925.437500 Penalty: 4172.048828
	Iteration 51Q: 3 clusters Score -468925.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -468925.437500 Penalty: 4172.048828
	Iteration 52F: 3 clusters Score -468925.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Entering Unmasked Estep 
Score: -391361.531250 Penalty: 2041.447144
	Iteration 0F: 2 clusters Score -391361.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -387695.562500 Penalty: 4082.894287
	Iteration 0F: 3 clusters Score -387695.6 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -388627.750000 Penalty: 4082.894287
	Iteration 1F: 3 clusters Score -388627.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -388876.937500 Penalty: 4082.894287
	Iteration 2F: 3 clusters Score -388876.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -389059.000000 Penalty: 4082.894287
	Iteration 3F: 3 clusters Score -389059 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -389268.437500 Penalty: 4082.894287
	Iteration 4F: 3 clusters Score -389268.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -389545.406250 Penalty: 4082.894287
	Iteration 5F: 3 clusters Score -389545.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -389809.156250 Penalty: 4082.894287
	Iteration 6F: 3 clusters Score -389809.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -390010.812500 Penalty: 4082.894287
	Iteration 7F: 3 clusters Score -390010.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -390130.218750 Penalty: 4082.894287
	Iteration 8Q: 3 clusters Score -390130.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -390198.750000 Penalty: 4082.894287
	Iteration 9Q: 3 clusters Score -390198.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -390250.625000 Penalty: 4082.894287
	Iteration 10Q: 3 clusters Score -390250.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -390281.375000 Penalty: 4082.894287
	Iteration 11Q: 3 clusters Score -390281.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -390301.531250 Penalty: 4082.894287
	Iteration 12Q: 3 clusters Score -390301.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -390316.281250 Penalty: 4082.894287
	Iteration 13Q: 3 clusters Score -390316.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -390324.812500 Penalty: 4082.894287
	Iteration 14Q: 3 clusters Score -390324.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -390330.656250 Penalty: 4082.894287
	Iteration 15Q: 3 clusters Score -390330.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -390333.312500 Penalty: 4082.894287
	Iteration 16Q: 3 clusters Score -390333.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -390333.937500 Penalty: 4082.894287
	Iteration 17Q: 3 clusters Score -390333.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -390335.062500 Penalty: 4082.894287
	Iteration 18Q: 3 clusters Score -390335.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -390335.093750 Penalty: 4082.894287
	Iteration 19Q: 3 clusters Score -390335.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -390335.281250 Penalty: 4082.894287
	Iteration 20F: 3 clusters Score -390335.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Entering Unmasked Estep 
Score: -241282.296875 Penalty: 1906.623291
	Iteration 0F: 2 clusters Score -241282.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -238504.406250 Penalty: 3813.246582
	Iteration 0F: 3 clusters Score -238504.4 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -239028.406250 Penalty: 3813.246582
	Iteration 1F: 3 clusters Score -239028.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -239178.390625 Penalty: 3813.246582
	Iteration 2F: 3 clusters Score -239178.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -239249.265625 Penalty: 3813.246582
	Iteration 3Q: 3 clusters Score -239249.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -239303.593750 Penalty: 3813.246582
	Iteration 4Q: 3 clusters Score -239303.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -239340.500000 Penalty: 3813.246582
	Iteration 5Q: 3 clusters Score -239340.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -239362.093750 Penalty: 3813.246582
	Iteration 6Q: 3 clusters Score -239362.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -239384.890625 Penalty: 3813.246582
	Iteration 7Q: 3 clusters Score -239384.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -239394.578125 Penalty: 3813.246582
	Iteration 8Q: 3 clusters Score -239394.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -239401.015625 Penalty: 3813.246582
	Iteration 9Q: 3 clusters Score -239401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -239408.968750 Penalty: 3813.246582
	Iteration 10Q: 3 clusters Score -239409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -239414.171875 Penalty: 3813.246582
	Iteration 11Q: 3 clusters Score -239414.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -239421.562500 Penalty: 3813.246582
	Iteration 12Q: 3 clusters Score -239421.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -239425.718750 Penalty: 3813.246582
	Iteration 13Q: 3 clusters Score -239425.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -239428.734375 Penalty: 3813.246582
	Iteration 14Q: 3 clusters Score -239428.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -239428.734375 Penalty: 3813.246582
	Iteration 15F: 3 clusters Score -239428.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Entering Unmasked Estep 
Score: -1620479.500000 Penalty: 2386.285400
	Iteration 0F: 2 clusters Score -1620480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1609579.000000 Penalty: 4772.570801
	Iteration 0F: 3 clusters Score -1609579 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1613085.125000 Penalty: 4772.570801
	Iteration 1F: 3 clusters Score -1613085 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1613675.250000 Penalty: 4772.570801
	Iteration 2F: 3 clusters Score -1613675 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1614370.875000 Penalty: 4772.570801
	Iteration 3F: 3 clusters Score -1614371 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1614984.250000 Penalty: 4772.570801
	Iteration 4F: 3 clusters Score -1614984 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1615518.750000 Penalty: 4772.570801
	Iteration 5F: 3 clusters Score -1615519 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1616011.500000 Penalty: 4772.570801
	Iteration 6F: 3 clusters Score -1616012 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1616474.125000 Penalty: 4772.570801
	Iteration 7F: 3 clusters Score -1616474 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1616870.750000 Penalty: 4772.570801
	Iteration 8Q: 3 clusters Score -1616871 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1617259.875000 Penalty: 4772.570801
	Iteration 9Q: 3 clusters Score -1617260 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1617597.500000 Penalty: 4772.570801
	Iteration 10Q: 3 clusters Score -1617598 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1617902.750000 Penalty: 4772.570801
	Iteration 11Q: 3 clusters Score -1617903 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1618195.750000 Penalty: 4772.570801
	Iteration 12Q: 3 clusters Score -1618196 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1618480.375000 Penalty: 4772.570801
	Iteration 13Q: 3 clusters Score -1618480 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1618717.625000 Penalty: 4772.570801
	Iteration 14Q: 3 clusters Score -1618718 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1618891.000000 Penalty: 4772.570801
	Iteration 15Q: 3 clusters Score -1618891 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1618993.000000 Penalty: 4772.570801
	Iteration 16Q: 3 clusters Score -1618993 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1619051.250000 Penalty: 4772.570801
	Iteration 17Q: 3 clusters Score -1619051 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1619091.250000 Penalty: 4772.570801
	Iteration 18Q: 3 clusters Score -1619091 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1619117.875000 Penalty: 4772.570801
	Iteration 19Q: 3 clusters Score -1619118 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1619129.625000 Penalty: 4772.570801
	Iteration 20F: 3 clusters Score -1619130 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1619135.500000 Penalty: 4772.570801
	Iteration 21Q: 3 clusters Score -1619136 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1619140.125000 Penalty: 4772.570801
	Iteration 22Q: 3 clusters Score -1619140 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1619148.875000 Penalty: 4772.570801
	Iteration 23Q: 3 clusters Score -1619149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1619147.750000 Penalty: 4772.570801
	Iteration 24Q: 3 clusters Score -1619148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1619152.000000 Penalty: 4772.570801
	Iteration 25Q: 3 clusters Score -1619152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1619149.875000 Penalty: 4772.570801
	Iteration 26Q: 3 clusters Score -1619150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1619147.875000 Penalty: 4772.570801
	Iteration 27Q: 3 clusters Score -1619148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1619148.875000 Penalty: 4772.570801
	Iteration 28Q: 3 clusters Score -1619149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1619148.875000 Penalty: 4772.570801
	Iteration 29F: 3 clusters Score -1619149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (23265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Entering Unmasked Estep 
Score: -2435186.500000 Penalty: 2493.566895
	Iteration 0F: 2 clusters Score -2435186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -2419089.500000 Penalty: 4987.133789
	Iteration 0F: 3 clusters Score -2419090 nChanged 10299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -2424714.500000 Penalty: 4987.133789
	Iteration 1F: 3 clusters Score -2424714 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2425144.000000 Penalty: 4987.133789
	Iteration 2F: 3 clusters Score -2425144 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -2425494.500000 Penalty: 4987.133789
	Iteration 3Q: 3 clusters Score -2425494 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -2425850.500000 Penalty: 4987.133789
	Iteration 4Q: 3 clusters Score -2425850 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -2426230.750000 Penalty: 4987.133789
	Iteration 5Q: 3 clusters Score -2426231 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -2426702.750000 Penalty: 4987.133789
	Iteration 6Q: 3 clusters Score -2426703 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -2427350.000000 Penalty: 4987.133789
	Iteration 7Q: 3 clusters Score -2427350 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -2428146.250000 Penalty: 4987.133789
	Iteration 8F: 3 clusters Score -2428146 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -2429040.750000 Penalty: 4987.133789
	Iteration 9F: 3 clusters Score -2429041 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -2429984.000000 Penalty: 4987.133789
	Iteration 10F: 3 clusters Score -2429984 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -2430712.750000 Penalty: 4987.133789
	Iteration 11Q: 3 clusters Score -2430713 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -2431239.000000 Penalty: 4987.133789
	Iteration 12Q: 3 clusters Score -2431239 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -2431609.250000 Penalty: 4987.133789
	Iteration 13Q: 3 clusters Score -2431609 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -2431851.000000 Penalty: 4987.133789
	Iteration 14Q: 3 clusters Score -2431851 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -2432046.000000 Penalty: 4987.133789
	Iteration 15Q: 3 clusters Score -2432046 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -2432198.750000 Penalty: 4987.133789
	Iteration 16Q: 3 clusters Score -2432199 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -2432338.000000 Penalty: 4987.133789
	Iteration 17Q: 3 clusters Score -2432338 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -2432425.750000 Penalty: 4987.133789
	Iteration 18Q: 3 clusters Score -2432426 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -2432522.500000 Penalty: 4987.133789
	Iteration 19Q: 3 clusters Score -2432522 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -2432586.500000 Penalty: 4987.133789
	Iteration 20F: 3 clusters Score -2432586 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -2432653.000000 Penalty: 4987.133789
	Iteration 21Q: 3 clusters Score -2432653 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -2432693.500000 Penalty: 4987.133789
	Iteration 22Q: 3 clusters Score -2432694 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -2432731.500000 Penalty: 4987.133789
	Iteration 23Q: 3 clusters Score -2432732 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -2432764.750000 Penalty: 4987.133789
	Iteration 24Q: 3 clusters Score -2432765 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -2432798.500000 Penalty: 4987.133789
	Iteration 25Q: 3 clusters Score -2432798 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -2432816.250000 Penalty: 4987.133789
	Iteration 26Q: 3 clusters Score -2432816 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -2432840.500000 Penalty: 4987.133789
	Iteration 27Q: 3 clusters Score -2432840 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -2432858.250000 Penalty: 4987.133789
	Iteration 28Q: 3 clusters Score -2432858 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -2432871.250000 Penalty: 4987.133789
	Iteration 29Q: 3 clusters Score -2432871 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -2432884.000000 Penalty: 4987.133789
	Iteration 30Q: 3 clusters Score -2432884 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -2432889.750000 Penalty: 4987.133789
	Iteration 31Q: 3 clusters Score -2432890 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -2432918.000000 Penalty: 4987.133789
	Iteration 32Q: 3 clusters Score -2432918 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -2432919.250000 Penalty: 4987.133789
	Iteration 33Q: 3 clusters Score -2432919 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -2432931.500000 Penalty: 4987.133789
	Iteration 34Q: 3 clusters Score -2432932 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -2432934.750000 Penalty: 4987.133789
	Iteration 35Q: 3 clusters Score -2432935 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -2432943.250000 Penalty: 4987.133789
	Iteration 36Q: 3 clusters Score -2432943 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -2432953.250000 Penalty: 4987.133789
	Iteration 37Q: 3 clusters Score -2432953 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -2432967.250000 Penalty: 4987.133789
	Iteration 38Q: 3 clusters Score -2432967 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -2432980.750000 Penalty: 4987.133789
	Iteration 39Q: 3 clusters Score -2432981 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -2432980.000000 Penalty: 4987.133789
	Iteration 40F: 3 clusters Score -2432980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -2432990.500000 Penalty: 4987.133789
	Iteration 41Q: 3 clusters Score -2432990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -2432987.250000 Penalty: 4987.133789
	Iteration 42Q: 3 clusters Score -2432987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -2432991.250000 Penalty: 4987.133789
	Iteration 43Q: 3 clusters Score -2432991 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -2432994.750000 Penalty: 4987.133789
	Iteration 44Q: 3 clusters Score -2432995 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -2433003.250000 Penalty: 4987.133789
	Iteration 45Q: 3 clusters Score -2433003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -2433005.250000 Penalty: 4987.133789
	Iteration 46Q: 3 clusters Score -2433005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -2433011.000000 Penalty: 4987.133789
	Iteration 47Q: 3 clusters Score -2433011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -2433010.750000 Penalty: 4987.133789
	Iteration 48Q: 3 clusters Score -2433011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -2433008.000000 Penalty: 4987.133789
	Iteration 49Q: 3 clusters Score -2433008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -2433012.000000 Penalty: 4987.133789
	Iteration 50Q: 3 clusters Score -2433012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -2433013.000000 Penalty: 4987.133789
	Iteration 51Q: 3 clusters Score -2433013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -2433016.250000 Penalty: 4987.133789
	Iteration 52Q: 3 clusters Score -2433016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -2433016.000000 Penalty: 4987.133789
	Iteration 53Q: 3 clusters Score -2433016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -2433018.000000 Penalty: 4987.133789
	Iteration 54Q: 3 clusters Score -2433018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -2433020.250000 Penalty: 4987.133789
	Iteration 55Q: 3 clusters Score -2433020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -2433020.750000 Penalty: 4987.133789
	Iteration 56Q: 3 clusters Score -2433021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -2433026.000000 Penalty: 4987.133789
	Iteration 57Q: 3 clusters Score -2433026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -2433031.500000 Penalty: 4987.133789
	Iteration 58Q: 3 clusters Score -2433032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -2433027.250000 Penalty: 4987.133789
	Iteration 59Q: 3 clusters Score -2433027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -2433031.500000 Penalty: 4987.133789
	Iteration 60F: 3 clusters Score -2433032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -2433034.250000 Penalty: 4987.133789
	Iteration 61Q: 3 clusters Score -2433034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -2433043.000000 Penalty: 4987.133789
	Iteration 62Q: 3 clusters Score -2433043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -2433045.250000 Penalty: 4987.133789
	Iteration 63Q: 3 clusters Score -2433045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -2433045.250000 Penalty: 4987.133789
	Iteration 64Q: 3 clusters Score -2433045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -2433045.500000 Penalty: 4987.133789
	Iteration 65Q: 3 clusters Score -2433046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -2433047.500000 Penalty: 4987.133789
	Iteration 66Q: 3 clusters Score -2433048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -2433049.000000 Penalty: 4987.133789
	Iteration 67Q: 3 clusters Score -2433049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -2433047.000000 Penalty: 4987.133789
	Iteration 68Q: 3 clusters Score -2433047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -2433050.250000 Penalty: 4987.133789
	Iteration 69Q: 3 clusters Score -2433050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -2433049.250000 Penalty: 4987.133789
	Iteration 70Q: 3 clusters Score -2433049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -2433052.000000 Penalty: 4987.133789
	Iteration 71Q: 3 clusters Score -2433052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -2433051.750000 Penalty: 4987.133789
	Iteration 72Q: 3 clusters Score -2433052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -2433051.250000 Penalty: 4987.133789
	Iteration 73Q: 3 clusters Score -2433051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -2433056.000000 Penalty: 4987.133789
	Iteration 74Q: 3 clusters Score -2433056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -2433057.750000 Penalty: 4987.133789
	Iteration 75Q: 3 clusters Score -2433058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -2433058.250000 Penalty: 4987.133789
	Iteration 76Q: 3 clusters Score -2433058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -2433056.500000 Penalty: 4987.133789
	Iteration 77Q: 3 clusters Score -2433056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -2433059.500000 Penalty: 4987.133789
	Iteration 78Q: 3 clusters Score -2433060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -2433059.750000 Penalty: 4987.133789
	Iteration 79Q: 3 clusters Score -2433060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -2433059.750000 Penalty: 4987.133789
	Iteration 80F: 3 clusters Score -2433060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -2433061.250000 Penalty: 4987.133789
	Iteration 81Q: 3 clusters Score -2433061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -2433061.250000 Penalty: 4987.133789
	Iteration 82F: 3 clusters Score -2433061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Entering Unmasked Estep 
Score: -332339.437500 Penalty: 1995.623535
	Iteration 0F: 2 clusters Score -332339.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -328988.625000 Penalty: 3991.247070
	Iteration 0F: 3 clusters Score -328988.6 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -329641.906250 Penalty: 3991.247070
	Iteration 1F: 3 clusters Score -329641.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -329810.437500 Penalty: 3991.247070
	Iteration 2F: 3 clusters Score -329810.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -329943.812500 Penalty: 3991.247070
	Iteration 3F: 3 clusters Score -329943.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -330061.406250 Penalty: 3991.247070
	Iteration 4Q: 3 clusters Score -330061.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -330163.093750 Penalty: 3991.247070
	Iteration 5Q: 3 clusters Score -330163.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -330231.656250 Penalty: 3991.247070
	Iteration 6Q: 3 clusters Score -330231.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -330299.937500 Penalty: 3991.247070
	Iteration 7Q: 3 clusters Score -330299.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -330364.843750 Penalty: 3991.247070
	Iteration 8Q: 3 clusters Score -330364.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -330421.937500 Penalty: 3991.247070
	Iteration 9Q: 3 clusters Score -330421.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -330463.937500 Penalty: 3991.247070
	Iteration 10Q: 3 clusters Score -330463.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -330497.343750 Penalty: 3991.247070
	Iteration 11Q: 3 clusters Score -330497.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -330540.781250 Penalty: 3991.247070
	Iteration 12Q: 3 clusters Score -330540.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -330586.875000 Penalty: 3991.247070
	Iteration 13Q: 3 clusters Score -330586.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -330643.562500 Penalty: 3991.247070
	Iteration 14Q: 3 clusters Score -330643.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -330697.875000 Penalty: 3991.247070
	Iteration 15Q: 3 clusters Score -330697.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -330777.562500 Penalty: 3991.247070
	Iteration 16Q: 3 clusters Score -330777.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -330873.468750 Penalty: 3991.247070
	Iteration 17Q: 3 clusters Score -330873.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -331027.812500 Penalty: 3991.247070
	Iteration 18Q: 3 clusters Score -331027.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -331279.906250 Penalty: 3991.247070
	Iteration 19Q: 3 clusters Score -331279.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -331643.531250 Penalty: 3991.247070
	Iteration 20F: 3 clusters Score -331643.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -331945.156250 Penalty: 3991.247070
	Iteration 21Q: 3 clusters Score -331945.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -332041.718750 Penalty: 3991.247070
	Iteration 22Q: 3 clusters Score -332041.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -332066.125000 Penalty: 3991.247070
	Iteration 23Q: 3 clusters Score -332066.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -332071.187500 Penalty: 3991.247070
	Iteration 24Q: 3 clusters Score -332071.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -332072.437500 Penalty: 3991.247070
	Iteration 25Q: 3 clusters Score -332072.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -332072.437500 Penalty: 3991.247070
	Iteration 26F: 3 clusters Score -332072.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (13417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Entering Unmasked Estep 
Score: -1412078.375000 Penalty: 2357.061035
	Iteration 0F: 2 clusters Score -1412078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1402209.125000 Penalty: 4714.122070
	Iteration 0F: 3 clusters Score -1402209 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1405285.875000 Penalty: 4714.122070
	Iteration 1F: 3 clusters Score -1405286 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1405590.625000 Penalty: 4714.122070
	Iteration 2F: 3 clusters Score -1405591 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1405849.000000 Penalty: 4714.122070
	Iteration 3Q: 3 clusters Score -1405849 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1406066.375000 Penalty: 4714.122070
	Iteration 4Q: 3 clusters Score -1406066 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1406293.000000 Penalty: 4714.122070
	Iteration 5Q: 3 clusters Score -1406293 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1406517.250000 Penalty: 4714.122070
	Iteration 6Q: 3 clusters Score -1406517 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1406776.625000 Penalty: 4714.122070
	Iteration 7Q: 3 clusters Score -1406777 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1407077.625000 Penalty: 4714.122070
	Iteration 8Q: 3 clusters Score -1407078 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1407389.625000 Penalty: 4714.122070
	Iteration 9Q: 3 clusters Score -1407390 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1407728.250000 Penalty: 4714.122070
	Iteration 10Q: 3 clusters Score -1407728 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1408112.125000 Penalty: 4714.122070
	Iteration 11Q: 3 clusters Score -1408112 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1408546.125000 Penalty: 4714.122070
	Iteration 12Q: 3 clusters Score -1408546 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1408981.750000 Penalty: 4714.122070
	Iteration 13Q: 3 clusters Score -1408982 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1409353.500000 Penalty: 4714.122070
	Iteration 14Q: 3 clusters Score -1409354 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1409653.750000 Penalty: 4714.122070
	Iteration 15Q: 3 clusters Score -1409654 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1409886.500000 Penalty: 4714.122070
	Iteration 16Q: 3 clusters Score -1409886 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1410043.875000 Penalty: 4714.122070
	Iteration 17Q: 3 clusters Score -1410044 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1410150.375000 Penalty: 4714.122070
	Iteration 18Q: 3 clusters Score -1410150 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1410220.625000 Penalty: 4714.122070
	Iteration 19Q: 3 clusters Score -1410221 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1410270.250000 Penalty: 4714.122070
	Iteration 20F: 3 clusters Score -1410270 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1410306.500000 Penalty: 4714.122070
	Iteration 21Q: 3 clusters Score -1410306 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1410341.750000 Penalty: 4714.122070
	Iteration 22Q: 3 clusters Score -1410342 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1410362.750000 Penalty: 4714.122070
	Iteration 23Q: 3 clusters Score -1410363 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1410371.625000 Penalty: 4714.122070
	Iteration 24Q: 3 clusters Score -1410372 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1410380.625000 Penalty: 4714.122070
	Iteration 25Q: 3 clusters Score -1410381 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1410390.375000 Penalty: 4714.122070
	Iteration 26Q: 3 clusters Score -1410390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1410392.750000 Penalty: 4714.122070
	Iteration 27Q: 3 clusters Score -1410393 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1410393.750000 Penalty: 4714.122070
	Iteration 28Q: 3 clusters Score -1410394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1410394.125000 Penalty: 4714.122070
	Iteration 29Q: 3 clusters Score -1410394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1410396.125000 Penalty: 4714.122070
	Iteration 30Q: 3 clusters Score -1410396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1410402.625000 Penalty: 4714.122070
	Iteration 31Q: 3 clusters Score -1410403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1410402.875000 Penalty: 4714.122070
	Iteration 32Q: 3 clusters Score -1410403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1410406.375000 Penalty: 4714.122070
	Iteration 33Q: 3 clusters Score -1410406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1410402.375000 Penalty: 4714.122070
	Iteration 34Q: 3 clusters Score -1410402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1410404.250000 Penalty: 4714.122070
	Iteration 35Q: 3 clusters Score -1410404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1410407.375000 Penalty: 4714.122070
	Iteration 36Q: 3 clusters Score -1410407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1410406.750000 Penalty: 4714.122070
	Iteration 37Q: 3 clusters Score -1410407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1410408.000000 Penalty: 4714.122070
	Iteration 38Q: 3 clusters Score -1410408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1410408.625000 Penalty: 4714.122070
	Iteration 39Q: 3 clusters Score -1410409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1410409.750000 Penalty: 4714.122070
	Iteration 40F: 3 clusters Score -1410410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1410413.875000 Penalty: 4714.122070
	Iteration 41Q: 3 clusters Score -1410414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1410412.000000 Penalty: 4714.122070
	Iteration 42Q: 3 clusters Score -1410412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1410413.625000 Penalty: 4714.122070
	Iteration 43Q: 3 clusters Score -1410414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1410415.125000 Penalty: 4714.122070
	Iteration 44Q: 3 clusters Score -1410415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1410414.125000 Penalty: 4714.122070
	Iteration 45Q: 3 clusters Score -1410414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1410411.500000 Penalty: 4714.122070
	Iteration 46Q: 3 clusters Score -1410412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1410412.500000 Penalty: 4714.122070
	Iteration 47Q: 3 clusters Score -1410412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1410412.500000 Penalty: 4714.122070
	Iteration 48F: 3 clusters Score -1410412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (8037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Entering Unmasked Estep 
Score: -850012.750000 Penalty: 2229.968994
	Iteration 0F: 2 clusters Score -850012.8 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 4048 members 
Entering Unmasked Estep 
Score: -843572.625000 Penalty: 4459.937988
	Iteration 0F: 3 clusters Score -843572.6 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -845426.125000 Penalty: 4459.937988
	Iteration 1F: 3 clusters Score -845426.1 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -845956.812500 Penalty: 4459.937988
	Iteration 2F: 3 clusters Score -845956.8 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -846589.500000 Penalty: 4459.937988
	Iteration 3F: 3 clusters Score -846589.5 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -847174.687500 Penalty: 4459.937988
	Iteration 4F: 3 clusters Score -847174.7 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -847646.750000 Penalty: 4459.937988
	Iteration 5F: 3 clusters Score -847646.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -847998.562500 Penalty: 4459.937988
	Iteration 6F: 3 clusters Score -847998.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -848272.000000 Penalty: 4459.937988
	Iteration 7F: 3 clusters Score -848272 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -848480.187500 Penalty: 4459.937988
	Iteration 8Q: 3 clusters Score -848480.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -848621.937500 Penalty: 4459.937988
	Iteration 9Q: 3 clusters Score -848621.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -848711.625000 Penalty: 4459.937988
	Iteration 10Q: 3 clusters Score -848711.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -848776.750000 Penalty: 4459.937988
	Iteration 11Q: 3 clusters Score -848776.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -848833.187500 Penalty: 4459.937988
	Iteration 12Q: 3 clusters Score -848833.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -848878.687500 Penalty: 4459.937988
	Iteration 13Q: 3 clusters Score -848878.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -848933.062500 Penalty: 4459.937988
	Iteration 14Q: 3 clusters Score -848933.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -848979.625000 Penalty: 4459.937988
	Iteration 15Q: 3 clusters Score -848979.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -849040.562500 Penalty: 4459.937988
	Iteration 16Q: 3 clusters Score -849040.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -849097.187500 Penalty: 4459.937988
	Iteration 17Q: 3 clusters Score -849097.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -849146.812500 Penalty: 4459.937988
	Iteration 18Q: 3 clusters Score -849146.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -849206.375000 Penalty: 4459.937988
	Iteration 19Q: 3 clusters Score -849206.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -849251.937500 Penalty: 4459.937988
	Iteration 20F: 3 clusters Score -849251.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -849292.750000 Penalty: 4459.937988
	Iteration 21Q: 3 clusters Score -849292.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -849325.625000 Penalty: 4459.937988
	Iteration 22Q: 3 clusters Score -849325.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -849350.750000 Penalty: 4459.937988
	Iteration 23Q: 3 clusters Score -849350.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -849373.375000 Penalty: 4459.937988
	Iteration 24Q: 3 clusters Score -849373.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -849389.187500 Penalty: 4459.937988
	Iteration 25Q: 3 clusters Score -849389.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -849400.187500 Penalty: 4459.937988
	Iteration 26Q: 3 clusters Score -849400.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -849410.875000 Penalty: 4459.937988
	Iteration 27Q: 3 clusters Score -849410.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -849416.687500 Penalty: 4459.937988
	Iteration 28Q: 3 clusters Score -849416.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -849424.750000 Penalty: 4459.937988
	Iteration 29Q: 3 clusters Score -849424.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -849430.187500 Penalty: 4459.937988
	Iteration 30Q: 3 clusters Score -849430.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -849435.937500 Penalty: 4459.937988
	Iteration 31Q: 3 clusters Score -849435.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -849440.437500 Penalty: 4459.937988
	Iteration 32Q: 3 clusters Score -849440.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -849445.000000 Penalty: 4459.937988
	Iteration 33Q: 3 clusters Score -849445 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -849450.875000 Penalty: 4459.937988
	Iteration 34Q: 3 clusters Score -849450.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -849449.750000 Penalty: 4459.937988
	Iteration 35Q: 3 clusters Score -849449.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -849452.250000 Penalty: 4459.937988
	Iteration 36Q: 3 clusters Score -849452.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -849451.500000 Penalty: 4459.937988
	Iteration 37Q: 3 clusters Score -849451.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -849452.312500 Penalty: 4459.937988
	Iteration 38Q: 3 clusters Score -849452.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -849452.875000 Penalty: 4459.937988
	Iteration 39Q: 3 clusters Score -849452.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -849454.625000 Penalty: 4459.937988
	Iteration 40F: 3 clusters Score -849454.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -849453.625000 Penalty: 4459.937988
	Iteration 41Q: 3 clusters Score -849453.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -849455.062500 Penalty: 4459.937988
	Iteration 42Q: 3 clusters Score -849455.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -849455.000000 Penalty: 4459.937988
	Iteration 43Q: 3 clusters Score -849455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -849458.625000 Penalty: 4459.937988
	Iteration 44Q: 3 clusters Score -849458.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -849457.500000 Penalty: 4459.937988
	Iteration 45Q: 3 clusters Score -849457.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -849457.500000 Penalty: 4459.937988
	Iteration 46F: 3 clusters Score -849457.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (66706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66706 members 
Entering Unmasked Estep 
Score: -7188482.000000 Penalty: 2754.796387
	Iteration 0F: 2 clusters Score -7188482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33265 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -7143860.500000 Penalty: 5509.592773
	Iteration 0F: 3 clusters Score -7143860 nChanged 31151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31684 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -7161457.500000 Penalty: 5509.592773
	Iteration 1F: 3 clusters Score -7161458 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -7162517.500000 Penalty: 5509.592773
	Iteration 2Q: 3 clusters Score -7162518 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 37923 members 
Entering Unmasked Estep 
Score: -7163997.000000 Penalty: 5509.592773
	Iteration 3F: 3 clusters Score -7163997 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -7165967.000000 Penalty: 5509.592773
	Iteration 4F: 3 clusters Score -7165967 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 43187 members 
Entering Unmasked Estep 
Score: -7168459.000000 Penalty: 5509.592773
	Iteration 5F: 3 clusters Score -7168459 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 46510 members 
Entering Unmasked Estep 
Score: -7171122.000000 Penalty: 5509.592773
	Iteration 6F: 3 clusters Score -7171122 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 50006 members 
Entering Unmasked Estep 
Score: -7173738.500000 Penalty: 5509.592773
	Iteration 7F: 3 clusters Score -7173738 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 53399 members 
Entering Unmasked Estep 
Score: -7176199.500000 Penalty: 5509.592773
	Iteration 8F: 3 clusters Score -7176200 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 56685 members 
Entering Unmasked Estep 
Score: -7178744.500000 Penalty: 5509.592773
	Iteration 9F: 3 clusters Score -7178744 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 59640 members 
Entering Unmasked Estep 
Score: -7181054.000000 Penalty: 5509.592773
	Iteration 10Q: 3 clusters Score -7181054 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 61977 members 
Entering Unmasked Estep 
Score: -7182896.000000 Penalty: 5509.592773
	Iteration 11Q: 3 clusters Score -7182896 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 63598 members 
Entering Unmasked Estep 
Score: -7184181.500000 Penalty: 5509.592773
	Iteration 12Q: 3 clusters Score -7184182 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 64642 members 
Entering Unmasked Estep 
Score: -7184981.000000 Penalty: 5509.592773
	Iteration 13Q: 3 clusters Score -7184981 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 65250 members 
Entering Unmasked Estep 
Score: -7185478.500000 Penalty: 5509.592773
	Iteration 14Q: 3 clusters Score -7185478 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 65590 members 
Entering Unmasked Estep 
Score: -7185755.500000 Penalty: 5509.592773
	Iteration 15Q: 3 clusters Score -7185756 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 65787 members 
Entering Unmasked Estep 
Score: -7185892.500000 Penalty: 5509.592773
	Iteration 16Q: 3 clusters Score -7185892 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 65911 members 
Entering Unmasked Estep 
Score: -7185995.000000 Penalty: 5509.592773
	Iteration 17Q: 3 clusters Score -7185995 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 65984 members 
Entering Unmasked Estep 
Score: -7186049.500000 Penalty: 5509.592773
	Iteration 18Q: 3 clusters Score -7186050 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 66037 members 
Entering Unmasked Estep 
Score: -7186132.000000 Penalty: 5509.592773
	Iteration 19Q: 3 clusters Score -7186132 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 66066 members 
Entering Unmasked Estep 
Score: -7186142.500000 Penalty: 5509.592773
	Iteration 20F: 3 clusters Score -7186142 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 66090 members 
Entering Unmasked Estep 
Score: -7186162.500000 Penalty: 5509.592773
	Iteration 21Q: 3 clusters Score -7186162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 66102 members 
Entering Unmasked Estep 
Score: -7186179.000000 Penalty: 5509.592773
	Iteration 22Q: 3 clusters Score -7186179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 66105 members 
Entering Unmasked Estep 
Score: -7186182.000000 Penalty: 5509.592773
	Iteration 23Q: 3 clusters Score -7186182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 66109 members 
Entering Unmasked Estep 
Score: -7186192.000000 Penalty: 5509.592773
	Iteration 24Q: 3 clusters Score -7186192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 66116 members 
Entering Unmasked Estep 
Score: -7186187.500000 Penalty: 5509.592773
	Iteration 25Q: 3 clusters Score -7186188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 66118 members 
Entering Unmasked Estep 
Score: -7186200.000000 Penalty: 5509.592773
	Iteration 26Q: 3 clusters Score -7186200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 66118 members 
Entering Unmasked Estep 
Score: -7186206.500000 Penalty: 5509.592773
	Iteration 27Q: 3 clusters Score -7186206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 66117 members 
Entering Unmasked Estep 
Score: -7186202.500000 Penalty: 5509.592773
	Iteration 28Q: 3 clusters Score -7186202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 66116 members 
Entering Unmasked Estep 
Score: -7186208.500000 Penalty: 5509.592773
	Iteration 29Q: 3 clusters Score -7186208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 66118 members 
Entering Unmasked Estep 
Score: -7186198.500000 Penalty: 5509.592773
	Iteration 30Q: 3 clusters Score -7186198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 66117 members 
Entering Unmasked Estep 
Score: -7186195.500000 Penalty: 5509.592773
	Iteration 31Q: 3 clusters Score -7186196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 66117 members 
Entering Unmasked Estep 
Score: -7186195.500000 Penalty: 5509.592773
	Iteration 32F: 3 clusters Score -7186196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (26306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Entering Unmasked Estep 
Score: -2827262.750000 Penalty: 2524.032959
	Iteration 0F: 2 clusters Score -2827263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -2809180.250000 Penalty: 5048.065918
	Iteration 0F: 3 clusters Score -2809180 nChanged 11693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -2815554.250000 Penalty: 5048.065918
	Iteration 1F: 3 clusters Score -2815554 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -2816199.750000 Penalty: 5048.065918
	Iteration 2F: 3 clusters Score -2816200 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -2816986.750000 Penalty: 5048.065918
	Iteration 3F: 3 clusters Score -2816987 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -2817824.000000 Penalty: 5048.065918
	Iteration 4F: 3 clusters Score -2817824 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -2818480.500000 Penalty: 5048.065918
	Iteration 5F: 3 clusters Score -2818480 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -2819050.750000 Penalty: 5048.065918
	Iteration 6Q: 3 clusters Score -2819051 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -2819504.000000 Penalty: 5048.065918
	Iteration 7Q: 3 clusters Score -2819504 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -2819876.750000 Penalty: 5048.065918
	Iteration 8Q: 3 clusters Score -2819877 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -2820240.250000 Penalty: 5048.065918
	Iteration 9Q: 3 clusters Score -2820240 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -2820595.000000 Penalty: 5048.065918
	Iteration 10Q: 3 clusters Score -2820595 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -2820955.750000 Penalty: 5048.065918
	Iteration 11Q: 3 clusters Score -2820956 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -2821356.500000 Penalty: 5048.065918
	Iteration 12Q: 3 clusters Score -2821356 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -2821773.000000 Penalty: 5048.065918
	Iteration 13Q: 3 clusters Score -2821773 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -2822128.750000 Penalty: 5048.065918
	Iteration 14Q: 3 clusters Score -2822129 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2822430.250000 Penalty: 5048.065918
	Iteration 15Q: 3 clusters Score -2822430 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -2822684.000000 Penalty: 5048.065918
	Iteration 16Q: 3 clusters Score -2822684 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -2822870.750000 Penalty: 5048.065918
	Iteration 17Q: 3 clusters Score -2822871 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -2823006.500000 Penalty: 5048.065918
	Iteration 18Q: 3 clusters Score -2823006 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -2823112.250000 Penalty: 5048.065918
	Iteration 19Q: 3 clusters Score -2823112 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -2823214.000000 Penalty: 5048.065918
	Iteration 20F: 3 clusters Score -2823214 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -2823303.750000 Penalty: 5048.065918
	Iteration 21Q: 3 clusters Score -2823304 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -2823416.000000 Penalty: 5048.065918
	Iteration 22Q: 3 clusters Score -2823416 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -2823513.250000 Penalty: 5048.065918
	Iteration 23Q: 3 clusters Score -2823513 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -2823611.500000 Penalty: 5048.065918
	Iteration 24Q: 3 clusters Score -2823612 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -2823684.250000 Penalty: 5048.065918
	Iteration 25Q: 3 clusters Score -2823684 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -2823760.000000 Penalty: 5048.065918
	Iteration 26Q: 3 clusters Score -2823760 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -2823851.500000 Penalty: 5048.065918
	Iteration 27Q: 3 clusters Score -2823852 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -2823903.000000 Penalty: 5048.065918
	Iteration 28Q: 3 clusters Score -2823903 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -2823972.250000 Penalty: 5048.065918
	Iteration 29Q: 3 clusters Score -2823972 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -2824041.500000 Penalty: 5048.065918
	Iteration 30Q: 3 clusters Score -2824042 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2824093.250000 Penalty: 5048.065918
	Iteration 31Q: 3 clusters Score -2824093 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -2824162.000000 Penalty: 5048.065918
	Iteration 32Q: 3 clusters Score -2824162 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2824231.000000 Penalty: 5048.065918
	Iteration 33Q: 3 clusters Score -2824231 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2824283.750000 Penalty: 5048.065918
	Iteration 34Q: 3 clusters Score -2824284 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2824330.750000 Penalty: 5048.065918
	Iteration 35Q: 3 clusters Score -2824331 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2824388.250000 Penalty: 5048.065918
	Iteration 36Q: 3 clusters Score -2824388 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2824435.750000 Penalty: 5048.065918
	Iteration 37Q: 3 clusters Score -2824436 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2824469.500000 Penalty: 5048.065918
	Iteration 38Q: 3 clusters Score -2824470 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2824515.000000 Penalty: 5048.065918
	Iteration 39Q: 3 clusters Score -2824515 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2824562.000000 Penalty: 5048.065918
	Iteration 40F: 3 clusters Score -2824562 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2824603.000000 Penalty: 5048.065918
	Iteration 41Q: 3 clusters Score -2824603 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2824655.250000 Penalty: 5048.065918
	Iteration 42Q: 3 clusters Score -2824655 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2824705.250000 Penalty: 5048.065918
	Iteration 43Q: 3 clusters Score -2824705 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2824772.500000 Penalty: 5048.065918
	Iteration 44Q: 3 clusters Score -2824772 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2824842.000000 Penalty: 5048.065918
	Iteration 45Q: 3 clusters Score -2824842 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2824912.250000 Penalty: 5048.065918
	Iteration 46Q: 3 clusters Score -2824912 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2824976.750000 Penalty: 5048.065918
	Iteration 47Q: 3 clusters Score -2824977 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2825042.750000 Penalty: 5048.065918
	Iteration 48Q: 3 clusters Score -2825043 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2825072.000000 Penalty: 5048.065918
	Iteration 49Q: 3 clusters Score -2825072 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2825100.750000 Penalty: 5048.065918
	Iteration 50Q: 3 clusters Score -2825101 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2825123.250000 Penalty: 5048.065918
	Iteration 51Q: 3 clusters Score -2825123 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2825138.500000 Penalty: 5048.065918
	Iteration 52Q: 3 clusters Score -2825138 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2825154.500000 Penalty: 5048.065918
	Iteration 53Q: 3 clusters Score -2825154 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2825165.500000 Penalty: 5048.065918
	Iteration 54Q: 3 clusters Score -2825166 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2825172.500000 Penalty: 5048.065918
	Iteration 55Q: 3 clusters Score -2825172 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2825182.500000 Penalty: 5048.065918
	Iteration 56Q: 3 clusters Score -2825182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2825201.000000 Penalty: 5048.065918
	Iteration 57Q: 3 clusters Score -2825201 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2825209.500000 Penalty: 5048.065918
	Iteration 58Q: 3 clusters Score -2825210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2825212.500000 Penalty: 5048.065918
	Iteration 59Q: 3 clusters Score -2825212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2825218.250000 Penalty: 5048.065918
	Iteration 60F: 3 clusters Score -2825218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2825226.000000 Penalty: 5048.065918
	Iteration 61Q: 3 clusters Score -2825226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2825228.500000 Penalty: 5048.065918
	Iteration 62Q: 3 clusters Score -2825228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2825229.500000 Penalty: 5048.065918
	Iteration 63Q: 3 clusters Score -2825230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2825232.500000 Penalty: 5048.065918
	Iteration 64Q: 3 clusters Score -2825232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2825229.250000 Penalty: 5048.065918
	Iteration 65Q: 3 clusters Score -2825229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2825231.750000 Penalty: 5048.065918
	Iteration 66Q: 3 clusters Score -2825232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2825239.000000 Penalty: 5048.065918
	Iteration 67Q: 3 clusters Score -2825239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2825232.750000 Penalty: 5048.065918
	Iteration 68Q: 3 clusters Score -2825233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2825234.000000 Penalty: 5048.065918
	Iteration 69Q: 3 clusters Score -2825234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2825235.500000 Penalty: 5048.065918
	Iteration 70Q: 3 clusters Score -2825236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2825237.500000 Penalty: 5048.065918
	Iteration 71Q: 3 clusters Score -2825238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2825237.250000 Penalty: 5048.065918
	Iteration 72Q: 3 clusters Score -2825237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2825234.500000 Penalty: 5048.065918
	Iteration 73Q: 3 clusters Score -2825234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2825234.250000 Penalty: 5048.065918
	Iteration 74Q: 3 clusters Score -2825234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2825236.250000 Penalty: 5048.065918
	Iteration 75Q: 3 clusters Score -2825236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2825232.000000 Penalty: 5048.065918
	Iteration 76Q: 3 clusters Score -2825232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2825230.250000 Penalty: 5048.065918
	Iteration 77Q: 3 clusters Score -2825230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2825236.250000 Penalty: 5048.065918
	Iteration 78Q: 3 clusters Score -2825236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2825233.000000 Penalty: 5048.065918
	Iteration 79Q: 3 clusters Score -2825233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2825235.500000 Penalty: 5048.065918
	Iteration 80F: 3 clusters Score -2825236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2825241.250000 Penalty: 5048.065918
	Iteration 81Q: 3 clusters Score -2825241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2825237.250000 Penalty: 5048.065918
	Iteration 82Q: 3 clusters Score -2825237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2825231.250000 Penalty: 5048.065918
	Iteration 83Q: 3 clusters Score -2825231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2825236.000000 Penalty: 5048.065918
	Iteration 84Q: 3 clusters Score -2825236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2825232.750000 Penalty: 5048.065918
	Iteration 85Q: 3 clusters Score -2825233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2825244.000000 Penalty: 5048.065918
	Iteration 86Q: 3 clusters Score -2825244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2825244.000000 Penalty: 5048.065918
	Iteration 87F: 3 clusters Score -2825244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (15561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Entering Unmasked Estep 
Score: -1464252.125000 Penalty: 2393.825684
	Iteration 0F: 2 clusters Score -1464252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1453039.375000 Penalty: 4787.651367
	Iteration 0F: 3 clusters Score -1453039 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1456719.000000 Penalty: 4787.651367
	Iteration 1F: 3 clusters Score -1456719 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1457283.375000 Penalty: 4787.651367
	Iteration 2F: 3 clusters Score -1457283 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1457744.750000 Penalty: 4787.651367
	Iteration 3F: 3 clusters Score -1457745 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1458174.250000 Penalty: 4787.651367
	Iteration 4F: 3 clusters Score -1458174 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1458600.500000 Penalty: 4787.651367
	Iteration 5Q: 3 clusters Score -1458600 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1458968.125000 Penalty: 4787.651367
	Iteration 6Q: 3 clusters Score -1458968 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1459328.500000 Penalty: 4787.651367
	Iteration 7Q: 3 clusters Score -1459328 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1459693.000000 Penalty: 4787.651367
	Iteration 8Q: 3 clusters Score -1459693 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1460012.375000 Penalty: 4787.651367
	Iteration 9Q: 3 clusters Score -1460012 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1460283.250000 Penalty: 4787.651367
	Iteration 10Q: 3 clusters Score -1460283 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1460487.000000 Penalty: 4787.651367
	Iteration 11Q: 3 clusters Score -1460487 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1460647.375000 Penalty: 4787.651367
	Iteration 12Q: 3 clusters Score -1460647 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1460778.875000 Penalty: 4787.651367
	Iteration 13Q: 3 clusters Score -1460779 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1460891.875000 Penalty: 4787.651367
	Iteration 14Q: 3 clusters Score -1460892 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1460983.250000 Penalty: 4787.651367
	Iteration 15Q: 3 clusters Score -1460983 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1461054.625000 Penalty: 4787.651367
	Iteration 16Q: 3 clusters Score -1461055 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1461108.375000 Penalty: 4787.651367
	Iteration 17Q: 3 clusters Score -1461108 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1461139.375000 Penalty: 4787.651367
	Iteration 18Q: 3 clusters Score -1461139 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1461162.375000 Penalty: 4787.651367
	Iteration 19Q: 3 clusters Score -1461162 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1461185.750000 Penalty: 4787.651367
	Iteration 20F: 3 clusters Score -1461186 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1461203.125000 Penalty: 4787.651367
	Iteration 21Q: 3 clusters Score -1461203 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1461218.375000 Penalty: 4787.651367
	Iteration 22Q: 3 clusters Score -1461218 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1461228.250000 Penalty: 4787.651367
	Iteration 23Q: 3 clusters Score -1461228 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1461233.875000 Penalty: 4787.651367
	Iteration 24Q: 3 clusters Score -1461234 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1461243.625000 Penalty: 4787.651367
	Iteration 25Q: 3 clusters Score -1461244 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1461254.000000 Penalty: 4787.651367
	Iteration 26Q: 3 clusters Score -1461254 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1461259.375000 Penalty: 4787.651367
	Iteration 27Q: 3 clusters Score -1461259 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1461268.125000 Penalty: 4787.651367
	Iteration 28Q: 3 clusters Score -1461268 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1461281.500000 Penalty: 4787.651367
	Iteration 29Q: 3 clusters Score -1461282 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1461289.250000 Penalty: 4787.651367
	Iteration 30Q: 3 clusters Score -1461289 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1461296.500000 Penalty: 4787.651367
	Iteration 31Q: 3 clusters Score -1461296 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1461305.625000 Penalty: 4787.651367
	Iteration 32Q: 3 clusters Score -1461306 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1461318.000000 Penalty: 4787.651367
	Iteration 33Q: 3 clusters Score -1461318 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1461330.500000 Penalty: 4787.651367
	Iteration 34Q: 3 clusters Score -1461330 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1461342.375000 Penalty: 4787.651367
	Iteration 35Q: 3 clusters Score -1461342 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1461359.000000 Penalty: 4787.651367
	Iteration 36Q: 3 clusters Score -1461359 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1461369.625000 Penalty: 4787.651367
	Iteration 37Q: 3 clusters Score -1461370 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1461386.500000 Penalty: 4787.651367
	Iteration 38Q: 3 clusters Score -1461386 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1461393.125000 Penalty: 4787.651367
	Iteration 39Q: 3 clusters Score -1461393 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1461402.875000 Penalty: 4787.651367
	Iteration 40F: 3 clusters Score -1461403 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1461418.125000 Penalty: 4787.651367
	Iteration 41Q: 3 clusters Score -1461418 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1461433.250000 Penalty: 4787.651367
	Iteration 42Q: 3 clusters Score -1461433 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1461449.875000 Penalty: 4787.651367
	Iteration 43Q: 3 clusters Score -1461450 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1461466.500000 Penalty: 4787.651367
	Iteration 44Q: 3 clusters Score -1461466 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1461476.125000 Penalty: 4787.651367
	Iteration 45Q: 3 clusters Score -1461476 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1461496.250000 Penalty: 4787.651367
	Iteration 46Q: 3 clusters Score -1461496 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1461513.625000 Penalty: 4787.651367
	Iteration 47Q: 3 clusters Score -1461514 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1461536.750000 Penalty: 4787.651367
	Iteration 48Q: 3 clusters Score -1461537 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1461554.000000 Penalty: 4787.651367
	Iteration 49Q: 3 clusters Score -1461554 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1461575.125000 Penalty: 4787.651367
	Iteration 50Q: 3 clusters Score -1461575 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1461603.000000 Penalty: 4787.651367
	Iteration 51Q: 3 clusters Score -1461603 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1461635.500000 Penalty: 4787.651367
	Iteration 52Q: 3 clusters Score -1461636 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1461654.500000 Penalty: 4787.651367
	Iteration 53Q: 3 clusters Score -1461654 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1461675.125000 Penalty: 4787.651367
	Iteration 54Q: 3 clusters Score -1461675 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1461696.000000 Penalty: 4787.651367
	Iteration 55Q: 3 clusters Score -1461696 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1461720.000000 Penalty: 4787.651367
	Iteration 56Q: 3 clusters Score -1461720 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -1461740.500000 Penalty: 4787.651367
	Iteration 57Q: 3 clusters Score -1461740 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1461764.250000 Penalty: 4787.651367
	Iteration 58Q: 3 clusters Score -1461764 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1461774.250000 Penalty: 4787.651367
	Iteration 59Q: 3 clusters Score -1461774 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1461803.875000 Penalty: 4787.651367
	Iteration 60F: 3 clusters Score -1461804 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -1461817.000000 Penalty: 4787.651367
	Iteration 61Q: 3 clusters Score -1461817 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1461846.750000 Penalty: 4787.651367
	Iteration 62Q: 3 clusters Score -1461847 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1461870.500000 Penalty: 4787.651367
	Iteration 63Q: 3 clusters Score -1461870 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -1461889.500000 Penalty: 4787.651367
	Iteration 64Q: 3 clusters Score -1461890 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -1461915.875000 Penalty: 4787.651367
	Iteration 65Q: 3 clusters Score -1461916 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -1461942.625000 Penalty: 4787.651367
	Iteration 66Q: 3 clusters Score -1461943 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -1461970.625000 Penalty: 4787.651367
	Iteration 67Q: 3 clusters Score -1461971 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -1461989.750000 Penalty: 4787.651367
	Iteration 68Q: 3 clusters Score -1461990 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1462006.375000 Penalty: 4787.651367
	Iteration 69Q: 3 clusters Score -1462006 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1462019.750000 Penalty: 4787.651367
	Iteration 70Q: 3 clusters Score -1462020 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -1462031.500000 Penalty: 4787.651367
	Iteration 71Q: 3 clusters Score -1462032 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1462037.500000 Penalty: 4787.651367
	Iteration 72Q: 3 clusters Score -1462038 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1462051.375000 Penalty: 4787.651367
	Iteration 73Q: 3 clusters Score -1462051 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -1462069.125000 Penalty: 4787.651367
	Iteration 74Q: 3 clusters Score -1462069 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -1462081.625000 Penalty: 4787.651367
	Iteration 75Q: 3 clusters Score -1462082 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -1462092.500000 Penalty: 4787.651367
	Iteration 76Q: 3 clusters Score -1462092 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -1462101.375000 Penalty: 4787.651367
	Iteration 77Q: 3 clusters Score -1462101 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -1462114.625000 Penalty: 4787.651367
	Iteration 78Q: 3 clusters Score -1462115 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -1462124.250000 Penalty: 4787.651367
	Iteration 79Q: 3 clusters Score -1462124 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -1462128.875000 Penalty: 4787.651367
	Iteration 80F: 3 clusters Score -1462129 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -1462138.250000 Penalty: 4787.651367
	Iteration 81Q: 3 clusters Score -1462138 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -1462144.375000 Penalty: 4787.651367
	Iteration 82Q: 3 clusters Score -1462144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -1462151.375000 Penalty: 4787.651367
	Iteration 83Q: 3 clusters Score -1462151 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -1462156.625000 Penalty: 4787.651367
	Iteration 84Q: 3 clusters Score -1462157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -1462160.000000 Penalty: 4787.651367
	Iteration 85Q: 3 clusters Score -1462160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -1462159.125000 Penalty: 4787.651367
	Iteration 86Q: 3 clusters Score -1462159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -1462165.625000 Penalty: 4787.651367
	Iteration 87Q: 3 clusters Score -1462166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1462164.875000 Penalty: 4787.651367
	Iteration 88Q: 3 clusters Score -1462165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1462171.750000 Penalty: 4787.651367
	Iteration 89Q: 3 clusters Score -1462172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1462168.875000 Penalty: 4787.651367
	Iteration 90Q: 3 clusters Score -1462169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -1462172.125000 Penalty: 4787.651367
	Iteration 91Q: 3 clusters Score -1462172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -1462170.250000 Penalty: 4787.651367
	Iteration 92Q: 3 clusters Score -1462170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -1462174.250000 Penalty: 4787.651367
	Iteration 93Q: 3 clusters Score -1462174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1462178.125000 Penalty: 4787.651367
	Iteration 94Q: 3 clusters Score -1462178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1462182.250000 Penalty: 4787.651367
	Iteration 95Q: 3 clusters Score -1462182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1462184.000000 Penalty: 4787.651367
	Iteration 96Q: 3 clusters Score -1462184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1462187.625000 Penalty: 4787.651367
	Iteration 97Q: 3 clusters Score -1462188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1462188.875000 Penalty: 4787.651367
	Iteration 98Q: 3 clusters Score -1462189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1462191.875000 Penalty: 4787.651367
	Iteration 99Q: 3 clusters Score -1462192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1462199.250000 Penalty: 4787.651367
	Iteration 100F: 3 clusters Score -1462199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1462200.625000 Penalty: 4787.651367
	Iteration 101Q: 3 clusters Score -1462201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -1462204.875000 Penalty: 4787.651367
	Iteration 102Q: 3 clusters Score -1462205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -1462211.500000 Penalty: 4787.651367
	Iteration 103Q: 3 clusters Score -1462212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -1462215.625000 Penalty: 4787.651367
	Iteration 104Q: 3 clusters Score -1462216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -1462221.000000 Penalty: 4787.651367
	Iteration 105Q: 3 clusters Score -1462221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -1462224.250000 Penalty: 4787.651367
	Iteration 106Q: 3 clusters Score -1462224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1462226.125000 Penalty: 4787.651367
	Iteration 107Q: 3 clusters Score -1462226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -1462226.500000 Penalty: 4787.651367
	Iteration 108Q: 3 clusters Score -1462226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1462231.125000 Penalty: 4787.651367
	Iteration 109Q: 3 clusters Score -1462231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -1462233.500000 Penalty: 4787.651367
	Iteration 110Q: 3 clusters Score -1462234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -1462236.500000 Penalty: 4787.651367
	Iteration 111Q: 3 clusters Score -1462236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -1462239.250000 Penalty: 4787.651367
	Iteration 112Q: 3 clusters Score -1462239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -1462238.125000 Penalty: 4787.651367
	Iteration 113Q: 3 clusters Score -1462238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -1462242.125000 Penalty: 4787.651367
	Iteration 114Q: 3 clusters Score -1462242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -1462243.250000 Penalty: 4787.651367
	Iteration 115Q: 3 clusters Score -1462243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -1462246.125000 Penalty: 4787.651367
	Iteration 116Q: 3 clusters Score -1462246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -1462245.250000 Penalty: 4787.651367
	Iteration 117Q: 3 clusters Score -1462245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -1462249.250000 Penalty: 4787.651367
	Iteration 118Q: 3 clusters Score -1462249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -1462250.125000 Penalty: 4787.651367
	Iteration 119Q: 3 clusters Score -1462250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -1462249.625000 Penalty: 4787.651367
	Iteration 120F: 3 clusters Score -1462250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -1462251.125000 Penalty: 4787.651367
	Iteration 121Q: 3 clusters Score -1462251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -1462255.875000 Penalty: 4787.651367
	Iteration 122Q: 3 clusters Score -1462256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -1462259.375000 Penalty: 4787.651367
	Iteration 123Q: 3 clusters Score -1462259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -1462261.000000 Penalty: 4787.651367
	Iteration 124Q: 3 clusters Score -1462261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -1462267.875000 Penalty: 4787.651367
	Iteration 125Q: 3 clusters Score -1462268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1462270.250000 Penalty: 4787.651367
	Iteration 126Q: 3 clusters Score -1462270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -1462278.500000 Penalty: 4787.651367
	Iteration 127Q: 3 clusters Score -1462278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -1462285.250000 Penalty: 4787.651367
	Iteration 128Q: 3 clusters Score -1462285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -1462291.625000 Penalty: 4787.651367
	Iteration 129Q: 3 clusters Score -1462292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -1462294.625000 Penalty: 4787.651367
	Iteration 130Q: 3 clusters Score -1462295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -1462299.000000 Penalty: 4787.651367
	Iteration 131Q: 3 clusters Score -1462299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -1462302.000000 Penalty: 4787.651367
	Iteration 132Q: 3 clusters Score -1462302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -1462304.375000 Penalty: 4787.651367
	Iteration 133Q: 3 clusters Score -1462304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -1462310.375000 Penalty: 4787.651367
	Iteration 134Q: 3 clusters Score -1462310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -1462318.250000 Penalty: 4787.651367
	Iteration 135Q: 3 clusters Score -1462318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -1462317.125000 Penalty: 4787.651367
	Iteration 136Q: 3 clusters Score -1462317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -1462321.750000 Penalty: 4787.651367
	Iteration 137Q: 3 clusters Score -1462322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -1462320.250000 Penalty: 4787.651367
	Iteration 138Q: 3 clusters Score -1462320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -1462326.375000 Penalty: 4787.651367
	Iteration 139Q: 3 clusters Score -1462326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -1462329.000000 Penalty: 4787.651367
	Iteration 140F: 3 clusters Score -1462329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1462329.500000 Penalty: 4787.651367
	Iteration 141Q: 3 clusters Score -1462330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -1462333.000000 Penalty: 4787.651367
	Iteration 142Q: 3 clusters Score -1462333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1462335.000000 Penalty: 4787.651367
	Iteration 143Q: 3 clusters Score -1462335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -1462334.875000 Penalty: 4787.651367
	Iteration 144Q: 3 clusters Score -1462335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -1462334.875000 Penalty: 4787.651367
	Iteration 145F: 3 clusters Score -1462335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Entering Unmasked Estep 
Score: -112607.664062 Penalty: 1743.871826
	Iteration 0F: 2 clusters Score -112607.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -110616.265625 Penalty: 3487.743652
	Iteration 0F: 3 clusters Score -110616.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -110989.054688 Penalty: 3487.743652
	Iteration 1F: 3 clusters Score -110989.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -111198.546875 Penalty: 3487.743652
	Iteration 2F: 3 clusters Score -111198.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -111433.671875 Penalty: 3487.743652
	Iteration 3F: 3 clusters Score -111433.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -111669.320312 Penalty: 3487.743652
	Iteration 4F: 3 clusters Score -111669.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -112009.023438 Penalty: 3487.743652
	Iteration 5F: 3 clusters Score -112009 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -112284.750000 Penalty: 3487.743652
	Iteration 6F: 3 clusters Score -112284.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -112402.093750 Penalty: 3487.743652
	Iteration 7Q: 3 clusters Score -112402.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -112463.203125 Penalty: 3487.743652
	Iteration 8Q: 3 clusters Score -112463.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -112501.382812 Penalty: 3487.743652
	Iteration 9Q: 3 clusters Score -112501.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -112526.914062 Penalty: 3487.743652
	Iteration 10Q: 3 clusters Score -112526.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -112532.109375 Penalty: 3487.743652
	Iteration 11Q: 3 clusters Score -112532.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -112532.695312 Penalty: 3487.743652
	Iteration 12F: 3 clusters Score -112532.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -112535.867188 Penalty: 3487.743652
	Iteration 13Q: 3 clusters Score -112535.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -112535.867188 Penalty: 3487.743652
	Iteration 14F: 3 clusters Score -112535.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (18073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Entering Unmasked Estep 
Score: -1975325.250000 Penalty: 2430.939209
	Iteration 0F: 2 clusters Score -1975325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1962566.250000 Penalty: 4861.878418
	Iteration 0F: 3 clusters Score -1962566 nChanged 7827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1966780.250000 Penalty: 4861.878418
	Iteration 1F: 3 clusters Score -1966780 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1967117.375000 Penalty: 4861.878418
	Iteration 2F: 3 clusters Score -1967117 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1967377.250000 Penalty: 4861.878418
	Iteration 3Q: 3 clusters Score -1967377 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1967611.250000 Penalty: 4861.878418
	Iteration 4Q: 3 clusters Score -1967611 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1967823.875000 Penalty: 4861.878418
	Iteration 5Q: 3 clusters Score -1967824 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1968041.125000 Penalty: 4861.878418
	Iteration 6Q: 3 clusters Score -1968041 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1968320.125000 Penalty: 4861.878418
	Iteration 7Q: 3 clusters Score -1968320 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1968687.000000 Penalty: 4861.878418
	Iteration 8Q: 3 clusters Score -1968687 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1969194.250000 Penalty: 4861.878418
	Iteration 9Q: 3 clusters Score -1969194 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1969756.125000 Penalty: 4861.878418
	Iteration 10Q: 3 clusters Score -1969756 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -1970407.375000 Penalty: 4861.878418
	Iteration 11Q: 3 clusters Score -1970407 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -1971044.750000 Penalty: 4861.878418
	Iteration 12Q: 3 clusters Score -1971045 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -1971593.375000 Penalty: 4861.878418
	Iteration 13Q: 3 clusters Score -1971593 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -1972046.125000 Penalty: 4861.878418
	Iteration 14Q: 3 clusters Score -1972046 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -1972388.875000 Penalty: 4861.878418
	Iteration 15Q: 3 clusters Score -1972389 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -1972642.250000 Penalty: 4861.878418
	Iteration 16Q: 3 clusters Score -1972642 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -1972838.250000 Penalty: 4861.878418
	Iteration 17Q: 3 clusters Score -1972838 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -1972973.375000 Penalty: 4861.878418
	Iteration 18Q: 3 clusters Score -1972973 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -1973065.625000 Penalty: 4861.878418
	Iteration 19Q: 3 clusters Score -1973066 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -1973126.000000 Penalty: 4861.878418
	Iteration 20F: 3 clusters Score -1973126 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -1973169.000000 Penalty: 4861.878418
	Iteration 21Q: 3 clusters Score -1973169 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -1973215.500000 Penalty: 4861.878418
	Iteration 22Q: 3 clusters Score -1973216 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -1973244.625000 Penalty: 4861.878418
	Iteration 23Q: 3 clusters Score -1973245 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -1973264.500000 Penalty: 4861.878418
	Iteration 24Q: 3 clusters Score -1973264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -1973284.250000 Penalty: 4861.878418
	Iteration 25Q: 3 clusters Score -1973284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -1973302.375000 Penalty: 4861.878418
	Iteration 26Q: 3 clusters Score -1973302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -1973312.125000 Penalty: 4861.878418
	Iteration 27Q: 3 clusters Score -1973312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -1973313.250000 Penalty: 4861.878418
	Iteration 28Q: 3 clusters Score -1973313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -1973320.125000 Penalty: 4861.878418
	Iteration 29Q: 3 clusters Score -1973320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -1973328.125000 Penalty: 4861.878418
	Iteration 30Q: 3 clusters Score -1973328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -1973334.875000 Penalty: 4861.878418
	Iteration 31Q: 3 clusters Score -1973335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -1973339.125000 Penalty: 4861.878418
	Iteration 32Q: 3 clusters Score -1973339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -1973345.750000 Penalty: 4861.878418
	Iteration 33Q: 3 clusters Score -1973346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -1973350.250000 Penalty: 4861.878418
	Iteration 34Q: 3 clusters Score -1973350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -1973355.625000 Penalty: 4861.878418
	Iteration 35Q: 3 clusters Score -1973356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -1973356.625000 Penalty: 4861.878418
	Iteration 36Q: 3 clusters Score -1973357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -1973359.375000 Penalty: 4861.878418
	Iteration 37Q: 3 clusters Score -1973359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -1973363.250000 Penalty: 4861.878418
	Iteration 38Q: 3 clusters Score -1973363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -1973366.250000 Penalty: 4861.878418
	Iteration 39Q: 3 clusters Score -1973366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -1973366.250000 Penalty: 4861.878418
	Iteration 40F: 3 clusters Score -1973366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -1973371.125000 Penalty: 4861.878418
	Iteration 41Q: 3 clusters Score -1973371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -1973372.750000 Penalty: 4861.878418
	Iteration 42Q: 3 clusters Score -1973373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -1973372.750000 Penalty: 4861.878418
	Iteration 43F: 3 clusters Score -1973373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Entering Unmasked Estep 
Score: -188946.015625 Penalty: 1858.756592
	Iteration 0F: 2 clusters Score -188946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -186440.375000 Penalty: 3717.513184
	Iteration 0F: 3 clusters Score -186440.4 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -186879.484375 Penalty: 3717.513184
	Iteration 1F: 3 clusters Score -186879.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -187011.359375 Penalty: 3717.513184
	Iteration 2F: 3 clusters Score -187011.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -187086.156250 Penalty: 3717.513184
	Iteration 3Q: 3 clusters Score -187086.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -187124.187500 Penalty: 3717.513184
	Iteration 4Q: 3 clusters Score -187124.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -187151.187500 Penalty: 3717.513184
	Iteration 5Q: 3 clusters Score -187151.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -187172.687500 Penalty: 3717.513184
	Iteration 6Q: 3 clusters Score -187172.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -187192.515625 Penalty: 3717.513184
	Iteration 7Q: 3 clusters Score -187192.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -187206.718750 Penalty: 3717.513184
	Iteration 8Q: 3 clusters Score -187206.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -187213.296875 Penalty: 3717.513184
	Iteration 9Q: 3 clusters Score -187213.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -187220.703125 Penalty: 3717.513184
	Iteration 10Q: 3 clusters Score -187220.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -187229.265625 Penalty: 3717.513184
	Iteration 11Q: 3 clusters Score -187229.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -187237.156250 Penalty: 3717.513184
	Iteration 12Q: 3 clusters Score -187237.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -187243.937500 Penalty: 3717.513184
	Iteration 13Q: 3 clusters Score -187243.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -187251.093750 Penalty: 3717.513184
	Iteration 14Q: 3 clusters Score -187251.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -187258.546875 Penalty: 3717.513184
	Iteration 15Q: 3 clusters Score -187258.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -187262.359375 Penalty: 3717.513184
	Iteration 16Q: 3 clusters Score -187262.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -187264.906250 Penalty: 3717.513184
	Iteration 17Q: 3 clusters Score -187264.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -187269.531250 Penalty: 3717.513184
	Iteration 18Q: 3 clusters Score -187269.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -187274.156250 Penalty: 3717.513184
	Iteration 19Q: 3 clusters Score -187274.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -187281.781250 Penalty: 3717.513184
	Iteration 20F: 3 clusters Score -187281.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -187290.281250 Penalty: 3717.513184
	Iteration 21Q: 3 clusters Score -187290.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -187295.156250 Penalty: 3717.513184
	Iteration 22Q: 3 clusters Score -187295.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -187296.890625 Penalty: 3717.513184
	Iteration 23Q: 3 clusters Score -187296.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -187298.968750 Penalty: 3717.513184
	Iteration 24Q: 3 clusters Score -187299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -187301.265625 Penalty: 3717.513184
	Iteration 25Q: 3 clusters Score -187301.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -187304.109375 Penalty: 3717.513184
	Iteration 26Q: 3 clusters Score -187304.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -187306.546875 Penalty: 3717.513184
	Iteration 27Q: 3 clusters Score -187306.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -187310.250000 Penalty: 3717.513184
	Iteration 28Q: 3 clusters Score -187310.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -187311.562500 Penalty: 3717.513184
	Iteration 29Q: 3 clusters Score -187311.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -187312.562500 Penalty: 3717.513184
	Iteration 30Q: 3 clusters Score -187312.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -187313.765625 Penalty: 3717.513184
	Iteration 31Q: 3 clusters Score -187313.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -187314.687500 Penalty: 3717.513184
	Iteration 32Q: 3 clusters Score -187314.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -187314.875000 Penalty: 3717.513184
	Iteration 33Q: 3 clusters Score -187314.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -187315.734375 Penalty: 3717.513184
	Iteration 34Q: 3 clusters Score -187315.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -187317.953125 Penalty: 3717.513184
	Iteration 35Q: 3 clusters Score -187318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -187319.328125 Penalty: 3717.513184
	Iteration 36Q: 3 clusters Score -187319.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -187319.250000 Penalty: 3717.513184
	Iteration 37Q: 3 clusters Score -187319.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -187319.812500 Penalty: 3717.513184
	Iteration 38Q: 3 clusters Score -187319.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -187319.812500 Penalty: 3717.513184
	Iteration 39F: 3 clusters Score -187319.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Entering Unmasked Estep 
Score: -265413.843750 Penalty: 1934.542114
	Iteration 0F: 2 clusters Score -265413.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -262530.437500 Penalty: 3869.084229
	Iteration 0F: 3 clusters Score -262530.4 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -263073.812500 Penalty: 3869.084229
	Iteration 1F: 3 clusters Score -263073.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -263237.750000 Penalty: 3869.084229
	Iteration 2F: 3 clusters Score -263237.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -263322.656250 Penalty: 3869.084229
	Iteration 3Q: 3 clusters Score -263322.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -263392.375000 Penalty: 3869.084229
	Iteration 4Q: 3 clusters Score -263392.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -263459.500000 Penalty: 3869.084229
	Iteration 5Q: 3 clusters Score -263459.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -263497.531250 Penalty: 3869.084229
	Iteration 6Q: 3 clusters Score -263497.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -263534.718750 Penalty: 3869.084229
	Iteration 7Q: 3 clusters Score -263534.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -263569.843750 Penalty: 3869.084229
	Iteration 8Q: 3 clusters Score -263569.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -263611.281250 Penalty: 3869.084229
	Iteration 9Q: 3 clusters Score -263611.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -263637.875000 Penalty: 3869.084229
	Iteration 10Q: 3 clusters Score -263637.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -263668.062500 Penalty: 3869.084229
	Iteration 11Q: 3 clusters Score -263668.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -263697.500000 Penalty: 3869.084229
	Iteration 12Q: 3 clusters Score -263697.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -263721.406250 Penalty: 3869.084229
	Iteration 13Q: 3 clusters Score -263721.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -263738.968750 Penalty: 3869.084229
	Iteration 14Q: 3 clusters Score -263739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -263744.093750 Penalty: 3869.084229
	Iteration 15Q: 3 clusters Score -263744.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -263750.156250 Penalty: 3869.084229
	Iteration 16Q: 3 clusters Score -263750.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -263755.625000 Penalty: 3869.084229
	Iteration 17Q: 3 clusters Score -263755.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -263759.968750 Penalty: 3869.084229
	Iteration 18Q: 3 clusters Score -263760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -263763.750000 Penalty: 3869.084229
	Iteration 19Q: 3 clusters Score -263763.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -263765.125000 Penalty: 3869.084229
	Iteration 20F: 3 clusters Score -263765.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -263768.531250 Penalty: 3869.084229
	Iteration 21Q: 3 clusters Score -263768.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -263771.843750 Penalty: 3869.084229
	Iteration 22Q: 3 clusters Score -263771.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -263775.375000 Penalty: 3869.084229
	Iteration 23Q: 3 clusters Score -263775.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -263776.875000 Penalty: 3869.084229
	Iteration 24Q: 3 clusters Score -263776.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -263781.937500 Penalty: 3869.084229
	Iteration 25Q: 3 clusters Score -263781.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -263785.843750 Penalty: 3869.084229
	Iteration 26Q: 3 clusters Score -263785.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -263787.812500 Penalty: 3869.084229
	Iteration 27Q: 3 clusters Score -263787.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -263787.968750 Penalty: 3869.084229
	Iteration 28Q: 3 clusters Score -263788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -263788.687500 Penalty: 3869.084229
	Iteration 29Q: 3 clusters Score -263788.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -263788.687500 Penalty: 3869.084229
	Iteration 30F: 3 clusters Score -263788.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Entering Unmasked Estep 
Score: -55837.214844 Penalty: 1581.849609
	Iteration 0F: 2 clusters Score -55837.21 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 302 members 
Entering Unmasked Estep 
Score: -54308.253906 Penalty: 3163.699219
	Iteration 0F: 3 clusters Score -54308.25 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -54530.148438 Penalty: 3163.699219
	Iteration 1F: 3 clusters Score -54530.15 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -54606.093750 Penalty: 3163.699219
	Iteration 2F: 3 clusters Score -54606.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -54652.410156 Penalty: 3163.699219
	Iteration 3Q: 3 clusters Score -54652.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -54700.558594 Penalty: 3163.699219
	Iteration 4Q: 3 clusters Score -54700.56 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -54762.621094 Penalty: 3163.699219
	Iteration 5Q: 3 clusters Score -54762.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -54823.332031 Penalty: 3163.699219
	Iteration 6Q: 3 clusters Score -54823.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -54857.652344 Penalty: 3163.699219
	Iteration 7Q: 3 clusters Score -54857.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -54876.562500 Penalty: 3163.699219
	Iteration 8Q: 3 clusters Score -54876.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -54895.414062 Penalty: 3163.699219
	Iteration 9Q: 3 clusters Score -54895.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -54914.402344 Penalty: 3163.699219
	Iteration 10Q: 3 clusters Score -54914.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -54932.953125 Penalty: 3163.699219
	Iteration 11Q: 3 clusters Score -54932.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -54956.531250 Penalty: 3163.699219
	Iteration 12Q: 3 clusters Score -54956.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -54967.433594 Penalty: 3163.699219
	Iteration 13Q: 3 clusters Score -54967.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -54972.843750 Penalty: 3163.699219
	Iteration 14Q: 3 clusters Score -54972.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -55010.457031 Penalty: 3163.699219
	Iteration 15Q: 3 clusters Score -55010.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -55015.027344 Penalty: 3163.699219
	Iteration 16Q: 3 clusters Score -55015.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -55019.648438 Penalty: 3163.699219
	Iteration 17Q: 3 clusters Score -55019.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -55019.648438 Penalty: 3163.699219
	Iteration 18F: 3 clusters Score -55019.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Entering Unmasked Estep 
Score: -162233.687500 Penalty: 1821.009277
	Iteration 0F: 2 clusters Score -162233.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -159917.156250 Penalty: 3642.018555
	Iteration 0F: 3 clusters Score -159917.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -160309.000000 Penalty: 3642.018555
	Iteration 1F: 3 clusters Score -160309 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -160419.843750 Penalty: 3642.018555
	Iteration 2F: 3 clusters Score -160419.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -160494.296875 Penalty: 3642.018555
	Iteration 3Q: 3 clusters Score -160494.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -160566.125000 Penalty: 3642.018555
	Iteration 4Q: 3 clusters Score -160566.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -160635.390625 Penalty: 3642.018555
	Iteration 5Q: 3 clusters Score -160635.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -160706.109375 Penalty: 3642.018555
	Iteration 6Q: 3 clusters Score -160706.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -160781.203125 Penalty: 3642.018555
	Iteration 7Q: 3 clusters Score -160781.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -160867.781250 Penalty: 3642.018555
	Iteration 8Q: 3 clusters Score -160867.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -160957.578125 Penalty: 3642.018555
	Iteration 9Q: 3 clusters Score -160957.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -161025.171875 Penalty: 3642.018555
	Iteration 10Q: 3 clusters Score -161025.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -161083.656250 Penalty: 3642.018555
	Iteration 11Q: 3 clusters Score -161083.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -161128.203125 Penalty: 3642.018555
	Iteration 12Q: 3 clusters Score -161128.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -161153.906250 Penalty: 3642.018555
	Iteration 13Q: 3 clusters Score -161153.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -161175.984375 Penalty: 3642.018555
	Iteration 14Q: 3 clusters Score -161176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -161196.156250 Penalty: 3642.018555
	Iteration 15Q: 3 clusters Score -161196.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -161207.703125 Penalty: 3642.018555
	Iteration 16Q: 3 clusters Score -161207.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -161215.296875 Penalty: 3642.018555
	Iteration 17Q: 3 clusters Score -161215.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -161220.890625 Penalty: 3642.018555
	Iteration 18Q: 3 clusters Score -161220.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -161221.593750 Penalty: 3642.018555
	Iteration 19Q: 3 clusters Score -161221.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -161222.406250 Penalty: 3642.018555
	Iteration 20F: 3 clusters Score -161222.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -161223.890625 Penalty: 3642.018555
	Iteration 21Q: 3 clusters Score -161223.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -161224.859375 Penalty: 3642.018555
	Iteration 22Q: 3 clusters Score -161224.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -161224.859375 Penalty: 3642.018555
	Iteration 23F: 3 clusters Score -161224.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -154686.281250 Penalty: 1808.837036
	Iteration 0F: 2 clusters Score -154686.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -152377.562500 Penalty: 3617.674072
	Iteration 0F: 3 clusters Score -152377.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -152742.921875 Penalty: 3617.674072
	Iteration 1F: 3 clusters Score -152742.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -152857.937500 Penalty: 3617.674072
	Iteration 2F: 3 clusters Score -152857.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -152910.125000 Penalty: 3617.674072
	Iteration 3Q: 3 clusters Score -152910.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -152938.515625 Penalty: 3617.674072
	Iteration 4Q: 3 clusters Score -152938.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -152971.500000 Penalty: 3617.674072
	Iteration 5Q: 3 clusters Score -152971.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -152993.718750 Penalty: 3617.674072
	Iteration 6Q: 3 clusters Score -152993.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -153013.250000 Penalty: 3617.674072
	Iteration 7Q: 3 clusters Score -153013.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -153033.296875 Penalty: 3617.674072
	Iteration 8Q: 3 clusters Score -153033.3 nChanged 17
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: -153046.859375 Penalty: 3617.674072
	Iteration 9Q: 3 clusters Score -153046.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -153058.937500 Penalty: 3617.674072
	Iteration 10Q: 3 clusters Score -153058.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -153075.359375 Penalty: 3617.674072
	Iteration 11Q: 3 clusters Score -153075.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -153089.578125 Penalty: 3617.674072
	Iteration 12Q: 3 clusters Score -153089.6 nChanged 11
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: -153099.718750 Penalty: 3617.674072
	Iteration 13Q: 3 clusters Score -153099.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -153109.671875 Penalty: 3617.674072
	Iteration 14Q: 3 clusters Score -153109.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -153116.687500 Penalty: 3617.674072
	Iteration 15Q: 3 clusters Score -153116.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -153120.359375 Penalty: 3617.674072
	Iteration 16Q: 3 clusters Score -153120.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -153121.234375 Penalty: 3617.674072
	Iteration 17Q: 3 clusters Score -153121.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -153123.000000 Penalty: 3617.674072
	Iteration 18Q: 3 clusters Score -153123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -153125.359375 Penalty: 3617.674072
	Iteration 19Q: 3 clusters Score -153125.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -153125.359375 Penalty: 3617.674072
	Iteration 20F: 3 clusters Score -153125.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (11915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Entering Unmasked Estep 
Score: -1153466.000000 Penalty: 2327.617188
	Iteration 0F: 2 clusters Score -1153466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1144576.375000 Penalty: 4655.234375
	Iteration 0F: 3 clusters Score -1144576 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1147290.625000 Penalty: 4655.234375
	Iteration 1F: 3 clusters Score -1147291 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1147723.750000 Penalty: 4655.234375
	Iteration 2F: 3 clusters Score -1147724 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1148117.250000 Penalty: 4655.234375
	Iteration 3F: 3 clusters Score -1148117 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1148519.000000 Penalty: 4655.234375
	Iteration 4F: 3 clusters Score -1148519 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1148878.250000 Penalty: 4655.234375
	Iteration 5F: 3 clusters Score -1148878 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1149154.875000 Penalty: 4655.234375
	Iteration 6Q: 3 clusters Score -1149155 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1149421.250000 Penalty: 4655.234375
	Iteration 7Q: 3 clusters Score -1149421 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1149676.375000 Penalty: 4655.234375
	Iteration 8Q: 3 clusters Score -1149676 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1149900.500000 Penalty: 4655.234375
	Iteration 9Q: 3 clusters Score -1149900 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1150077.000000 Penalty: 4655.234375
	Iteration 10Q: 3 clusters Score -1150077 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1150238.375000 Penalty: 4655.234375
	Iteration 11Q: 3 clusters Score -1150238 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1150380.875000 Penalty: 4655.234375
	Iteration 12Q: 3 clusters Score -1150381 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1150505.750000 Penalty: 4655.234375
	Iteration 13Q: 3 clusters Score -1150506 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1150597.875000 Penalty: 4655.234375
	Iteration 14Q: 3 clusters Score -1150598 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1150676.750000 Penalty: 4655.234375
	Iteration 15Q: 3 clusters Score -1150677 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1150733.250000 Penalty: 4655.234375
	Iteration 16Q: 3 clusters Score -1150733 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1150793.000000 Penalty: 4655.234375
	Iteration 17Q: 3 clusters Score -1150793 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1150829.375000 Penalty: 4655.234375
	Iteration 18Q: 3 clusters Score -1150829 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1150869.250000 Penalty: 4655.234375
	Iteration 19Q: 3 clusters Score -1150869 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1150897.875000 Penalty: 4655.234375
	Iteration 20F: 3 clusters Score -1150898 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1150938.625000 Penalty: 4655.234375
	Iteration 21Q: 3 clusters Score -1150939 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1150972.500000 Penalty: 4655.234375
	Iteration 22Q: 3 clusters Score -1150972 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1151005.500000 Penalty: 4655.234375
	Iteration 23Q: 3 clusters Score -1151006 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1151043.000000 Penalty: 4655.234375
	Iteration 24Q: 3 clusters Score -1151043 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1151083.000000 Penalty: 4655.234375
	Iteration 25Q: 3 clusters Score -1151083 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1151122.125000 Penalty: 4655.234375
	Iteration 26Q: 3 clusters Score -1151122 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1151166.250000 Penalty: 4655.234375
	Iteration 27Q: 3 clusters Score -1151166 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1151213.375000 Penalty: 4655.234375
	Iteration 28Q: 3 clusters Score -1151213 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1151257.375000 Penalty: 4655.234375
	Iteration 29Q: 3 clusters Score -1151257 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1151295.750000 Penalty: 4655.234375
	Iteration 30Q: 3 clusters Score -1151296 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1151326.125000 Penalty: 4655.234375
	Iteration 31Q: 3 clusters Score -1151326 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1151342.750000 Penalty: 4655.234375
	Iteration 32Q: 3 clusters Score -1151343 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1151361.375000 Penalty: 4655.234375
	Iteration 33Q: 3 clusters Score -1151361 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1151377.250000 Penalty: 4655.234375
	Iteration 34Q: 3 clusters Score -1151377 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1151400.625000 Penalty: 4655.234375
	Iteration 35Q: 3 clusters Score -1151401 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1151417.625000 Penalty: 4655.234375
	Iteration 36Q: 3 clusters Score -1151418 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1151444.750000 Penalty: 4655.234375
	Iteration 37Q: 3 clusters Score -1151445 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1151476.000000 Penalty: 4655.234375
	Iteration 38Q: 3 clusters Score -1151476 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1151500.750000 Penalty: 4655.234375
	Iteration 39Q: 3 clusters Score -1151501 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1151522.125000 Penalty: 4655.234375
	Iteration 40F: 3 clusters Score -1151522 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1151544.625000 Penalty: 4655.234375
	Iteration 41Q: 3 clusters Score -1151545 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1151571.625000 Penalty: 4655.234375
	Iteration 42Q: 3 clusters Score -1151572 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1151594.750000 Penalty: 4655.234375
	Iteration 43Q: 3 clusters Score -1151595 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1151618.125000 Penalty: 4655.234375
	Iteration 44Q: 3 clusters Score -1151618 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1151636.250000 Penalty: 4655.234375
	Iteration 45Q: 3 clusters Score -1151636 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1151646.750000 Penalty: 4655.234375
	Iteration 46Q: 3 clusters Score -1151647 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1151656.125000 Penalty: 4655.234375
	Iteration 47Q: 3 clusters Score -1151656 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1151663.625000 Penalty: 4655.234375
	Iteration 48Q: 3 clusters Score -1151664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1151669.500000 Penalty: 4655.234375
	Iteration 49Q: 3 clusters Score -1151670 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1151679.000000 Penalty: 4655.234375
	Iteration 50Q: 3 clusters Score -1151679 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1151689.000000 Penalty: 4655.234375
	Iteration 51Q: 3 clusters Score -1151689 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1151692.375000 Penalty: 4655.234375
	Iteration 52Q: 3 clusters Score -1151692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1151693.000000 Penalty: 4655.234375
	Iteration 53Q: 3 clusters Score -1151693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1151698.500000 Penalty: 4655.234375
	Iteration 54Q: 3 clusters Score -1151698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1151708.125000 Penalty: 4655.234375
	Iteration 55Q: 3 clusters Score -1151708 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1151714.250000 Penalty: 4655.234375
	Iteration 56Q: 3 clusters Score -1151714 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1151719.625000 Penalty: 4655.234375
	Iteration 57Q: 3 clusters Score -1151720 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1151730.000000 Penalty: 4655.234375
	Iteration 58Q: 3 clusters Score -1151730 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1151741.625000 Penalty: 4655.234375
	Iteration 59Q: 3 clusters Score -1151742 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1151754.625000 Penalty: 4655.234375
	Iteration 60F: 3 clusters Score -1151755 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1151766.125000 Penalty: 4655.234375
	Iteration 61Q: 3 clusters Score -1151766 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1151776.500000 Penalty: 4655.234375
	Iteration 62Q: 3 clusters Score -1151776 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1151795.125000 Penalty: 4655.234375
	Iteration 63Q: 3 clusters Score -1151795 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1151804.125000 Penalty: 4655.234375
	Iteration 64Q: 3 clusters Score -1151804 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1151819.375000 Penalty: 4655.234375
	Iteration 65Q: 3 clusters Score -1151819 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1151838.375000 Penalty: 4655.234375
	Iteration 66Q: 3 clusters Score -1151838 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1151850.000000 Penalty: 4655.234375
	Iteration 67Q: 3 clusters Score -1151850 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1151864.625000 Penalty: 4655.234375
	Iteration 68Q: 3 clusters Score -1151865 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1151873.750000 Penalty: 4655.234375
	Iteration 69Q: 3 clusters Score -1151874 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1151881.500000 Penalty: 4655.234375
	Iteration 70Q: 3 clusters Score -1151882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1151891.000000 Penalty: 4655.234375
	Iteration 71Q: 3 clusters Score -1151891 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1151901.625000 Penalty: 4655.234375
	Iteration 72Q: 3 clusters Score -1151902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1151913.375000 Penalty: 4655.234375
	Iteration 73Q: 3 clusters Score -1151913 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1151924.625000 Penalty: 4655.234375
	Iteration 74Q: 3 clusters Score -1151925 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1151934.125000 Penalty: 4655.234375
	Iteration 75Q: 3 clusters Score -1151934 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1151941.625000 Penalty: 4655.234375
	Iteration 76Q: 3 clusters Score -1151942 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1151950.750000 Penalty: 4655.234375
	Iteration 77Q: 3 clusters Score -1151951 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1151958.375000 Penalty: 4655.234375
	Iteration 78Q: 3 clusters Score -1151958 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1151962.750000 Penalty: 4655.234375
	Iteration 79Q: 3 clusters Score -1151963 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1151974.875000 Penalty: 4655.234375
	Iteration 80F: 3 clusters Score -1151975 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1151979.000000 Penalty: 4655.234375
	Iteration 81Q: 3 clusters Score -1151979 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1151985.125000 Penalty: 4655.234375
	Iteration 82Q: 3 clusters Score -1151985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1151988.875000 Penalty: 4655.234375
	Iteration 83Q: 3 clusters Score -1151989 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1151992.375000 Penalty: 4655.234375
	Iteration 84Q: 3 clusters Score -1151992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1151999.000000 Penalty: 4655.234375
	Iteration 85Q: 3 clusters Score -1151999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1152001.250000 Penalty: 4655.234375
	Iteration 86Q: 3 clusters Score -1152001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1152004.000000 Penalty: 4655.234375
	Iteration 87Q: 3 clusters Score -1152004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1152010.000000 Penalty: 4655.234375
	Iteration 88Q: 3 clusters Score -1152010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1152011.750000 Penalty: 4655.234375
	Iteration 89Q: 3 clusters Score -1152012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1152015.125000 Penalty: 4655.234375
	Iteration 90Q: 3 clusters Score -1152015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1152022.500000 Penalty: 4655.234375
	Iteration 91Q: 3 clusters Score -1152022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1152021.000000 Penalty: 4655.234375
	Iteration 92Q: 3 clusters Score -1152021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1152024.125000 Penalty: 4655.234375
	Iteration 93Q: 3 clusters Score -1152024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1152028.500000 Penalty: 4655.234375
	Iteration 94Q: 3 clusters Score -1152028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1152030.625000 Penalty: 4655.234375
	Iteration 95Q: 3 clusters Score -1152031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1152036.000000 Penalty: 4655.234375
	Iteration 96Q: 3 clusters Score -1152036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1152036.750000 Penalty: 4655.234375
	Iteration 97Q: 3 clusters Score -1152037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1152039.250000 Penalty: 4655.234375
	Iteration 98Q: 3 clusters Score -1152039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1152042.000000 Penalty: 4655.234375
	Iteration 99Q: 3 clusters Score -1152042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1152042.000000 Penalty: 4655.234375
	Iteration 100F: 3 clusters Score -1152042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1152044.500000 Penalty: 4655.234375
	Iteration 101Q: 3 clusters Score -1152044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1152044.250000 Penalty: 4655.234375
	Iteration 102Q: 3 clusters Score -1152044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1152047.625000 Penalty: 4655.234375
	Iteration 103Q: 3 clusters Score -1152048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1152047.125000 Penalty: 4655.234375
	Iteration 104Q: 3 clusters Score -1152047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1152049.375000 Penalty: 4655.234375
	Iteration 105Q: 3 clusters Score -1152049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1152048.625000 Penalty: 4655.234375
	Iteration 106Q: 3 clusters Score -1152049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1152050.000000 Penalty: 4655.234375
	Iteration 107Q: 3 clusters Score -1152050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1152051.750000 Penalty: 4655.234375
	Iteration 108Q: 3 clusters Score -1152052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1152050.500000 Penalty: 4655.234375
	Iteration 109Q: 3 clusters Score -1152050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1152051.625000 Penalty: 4655.234375
	Iteration 110Q: 3 clusters Score -1152052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1152054.125000 Penalty: 4655.234375
	Iteration 111Q: 3 clusters Score -1152054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1152057.125000 Penalty: 4655.234375
	Iteration 112Q: 3 clusters Score -1152057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1152064.250000 Penalty: 4655.234375
	Iteration 113Q: 3 clusters Score -1152064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1152063.500000 Penalty: 4655.234375
	Iteration 114Q: 3 clusters Score -1152064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1152069.250000 Penalty: 4655.234375
	Iteration 115Q: 3 clusters Score -1152069 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1152074.125000 Penalty: 4655.234375
	Iteration 116Q: 3 clusters Score -1152074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1152080.750000 Penalty: 4655.234375
	Iteration 117Q: 3 clusters Score -1152081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1152081.250000 Penalty: 4655.234375
	Iteration 118Q: 3 clusters Score -1152081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1152085.750000 Penalty: 4655.234375
	Iteration 119Q: 3 clusters Score -1152086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1152087.000000 Penalty: 4655.234375
	Iteration 120F: 3 clusters Score -1152087 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1152092.875000 Penalty: 4655.234375
	Iteration 121Q: 3 clusters Score -1152093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1152099.000000 Penalty: 4655.234375
	Iteration 122Q: 3 clusters Score -1152099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1152099.500000 Penalty: 4655.234375
	Iteration 123Q: 3 clusters Score -1152100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1152101.500000 Penalty: 4655.234375
	Iteration 124Q: 3 clusters Score -1152102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1152105.750000 Penalty: 4655.234375
	Iteration 125Q: 3 clusters Score -1152106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1152108.250000 Penalty: 4655.234375
	Iteration 126Q: 3 clusters Score -1152108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1152116.875000 Penalty: 4655.234375
	Iteration 127Q: 3 clusters Score -1152117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1152122.125000 Penalty: 4655.234375
	Iteration 128Q: 3 clusters Score -1152122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1152125.375000 Penalty: 4655.234375
	Iteration 129Q: 3 clusters Score -1152125 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1152127.500000 Penalty: 4655.234375
	Iteration 130Q: 3 clusters Score -1152128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1152132.375000 Penalty: 4655.234375
	Iteration 131Q: 3 clusters Score -1152132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1152134.625000 Penalty: 4655.234375
	Iteration 132Q: 3 clusters Score -1152135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1152136.125000 Penalty: 4655.234375
	Iteration 133Q: 3 clusters Score -1152136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1152140.750000 Penalty: 4655.234375
	Iteration 134Q: 3 clusters Score -1152141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1152144.500000 Penalty: 4655.234375
	Iteration 135Q: 3 clusters Score -1152144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1152143.250000 Penalty: 4655.234375
	Iteration 136Q: 3 clusters Score -1152143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1152147.500000 Penalty: 4655.234375
	Iteration 137Q: 3 clusters Score -1152148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1152148.750000 Penalty: 4655.234375
	Iteration 138Q: 3 clusters Score -1152149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1152147.375000 Penalty: 4655.234375
	Iteration 139Q: 3 clusters Score -1152147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1152149.375000 Penalty: 4655.234375
	Iteration 140F: 3 clusters Score -1152149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1152149.750000 Penalty: 4655.234375
	Iteration 141Q: 3 clusters Score -1152150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1152149.375000 Penalty: 4655.234375
	Iteration 142Q: 3 clusters Score -1152149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1152149.375000 Penalty: 4655.234375
	Iteration 143F: 3 clusters Score -1152149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Entering Unmasked Estep 
Score: -368335.312500 Penalty: 2027.675293
	Iteration 0F: 2 clusters Score -368335.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -364795.218750 Penalty: 4055.350586
	Iteration 0F: 3 clusters Score -364795.2 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -365647.937500 Penalty: 4055.350586
	Iteration 1F: 3 clusters Score -365647.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -365919.468750 Penalty: 4055.350586
	Iteration 2F: 3 clusters Score -365919.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -366128.312500 Penalty: 4055.350586
	Iteration 3F: 3 clusters Score -366128.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -366295.687500 Penalty: 4055.350586
	Iteration 4Q: 3 clusters Score -366295.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -366442.562500 Penalty: 4055.350586
	Iteration 5Q: 3 clusters Score -366442.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -366575.906250 Penalty: 4055.350586
	Iteration 6Q: 3 clusters Score -366575.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -366681.312500 Penalty: 4055.350586
	Iteration 7Q: 3 clusters Score -366681.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -366770.156250 Penalty: 4055.350586
	Iteration 8Q: 3 clusters Score -366770.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -366849.656250 Penalty: 4055.350586
	Iteration 9Q: 3 clusters Score -366849.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -366915.093750 Penalty: 4055.350586
	Iteration 10Q: 3 clusters Score -366915.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -367007.656250 Penalty: 4055.350586
	Iteration 11Q: 3 clusters Score -367007.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -367100.968750 Penalty: 4055.350586
	Iteration 12Q: 3 clusters Score -367101 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -367157.562500 Penalty: 4055.350586
	Iteration 13Q: 3 clusters Score -367157.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -367182.156250 Penalty: 4055.350586
	Iteration 14Q: 3 clusters Score -367182.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -367194.031250 Penalty: 4055.350586
	Iteration 15Q: 3 clusters Score -367194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -367203.000000 Penalty: 4055.350586
	Iteration 16Q: 3 clusters Score -367203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -367208.687500 Penalty: 4055.350586
	Iteration 17Q: 3 clusters Score -367208.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -367214.906250 Penalty: 4055.350586
	Iteration 18Q: 3 clusters Score -367214.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -367220.093750 Penalty: 4055.350586
	Iteration 19Q: 3 clusters Score -367220.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -367223.656250 Penalty: 4055.350586
	Iteration 20F: 3 clusters Score -367223.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -367224.000000 Penalty: 4055.350586
	Iteration 21Q: 3 clusters Score -367224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -367224.000000 Penalty: 4055.350586
	Iteration 22F: 3 clusters Score -367224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (13504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Entering Unmasked Estep 
Score: -1452417.875000 Penalty: 2358.663818
	Iteration 0F: 2 clusters Score -1452418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1442454.875000 Penalty: 4717.327637
	Iteration 0F: 3 clusters Score -1442455 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1445525.125000 Penalty: 4717.327637
	Iteration 1F: 3 clusters Score -1445525 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1446024.250000 Penalty: 4717.327637
	Iteration 2F: 3 clusters Score -1446024 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1446477.625000 Penalty: 4717.327637
	Iteration 3F: 3 clusters Score -1446478 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1446938.375000 Penalty: 4717.327637
	Iteration 4F: 3 clusters Score -1446938 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1447506.125000 Penalty: 4717.327637
	Iteration 5F: 3 clusters Score -1447506 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1448162.125000 Penalty: 4717.327637
	Iteration 6F: 3 clusters Score -1448162 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1449064.250000 Penalty: 4717.327637
	Iteration 7F: 3 clusters Score -1449064 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1450086.250000 Penalty: 4717.327637
	Iteration 8F: 3 clusters Score -1450086 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1450816.625000 Penalty: 4717.327637
	Iteration 9F: 3 clusters Score -1450817 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1451280.375000 Penalty: 4717.327637
	Iteration 10Q: 3 clusters Score -1451280 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1451608.375000 Penalty: 4717.327637
	Iteration 11Q: 3 clusters Score -1451608 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1451812.000000 Penalty: 4717.327637
	Iteration 12Q: 3 clusters Score -1451812 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1451935.750000 Penalty: 4717.327637
	Iteration 13Q: 3 clusters Score -1451936 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1452034.000000 Penalty: 4717.327637
	Iteration 14Q: 3 clusters Score -1452034 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1452111.625000 Penalty: 4717.327637
	Iteration 15Q: 3 clusters Score -1452112 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1452166.125000 Penalty: 4717.327637
	Iteration 16Q: 3 clusters Score -1452166 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1452213.375000 Penalty: 4717.327637
	Iteration 17Q: 3 clusters Score -1452213 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1452246.500000 Penalty: 4717.327637
	Iteration 18Q: 3 clusters Score -1452246 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1452267.375000 Penalty: 4717.327637
	Iteration 19Q: 3 clusters Score -1452267 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1452289.500000 Penalty: 4717.327637
	Iteration 20F: 3 clusters Score -1452290 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1452301.750000 Penalty: 4717.327637
	Iteration 21Q: 3 clusters Score -1452302 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1452314.500000 Penalty: 4717.327637
	Iteration 22Q: 3 clusters Score -1452314 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1452330.250000 Penalty: 4717.327637
	Iteration 23Q: 3 clusters Score -1452330 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1452338.250000 Penalty: 4717.327637
	Iteration 24Q: 3 clusters Score -1452338 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1452345.500000 Penalty: 4717.327637
	Iteration 25Q: 3 clusters Score -1452346 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1452353.875000 Penalty: 4717.327637
	Iteration 26Q: 3 clusters Score -1452354 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1452362.500000 Penalty: 4717.327637
	Iteration 27Q: 3 clusters Score -1452362 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1452370.625000 Penalty: 4717.327637
	Iteration 28Q: 3 clusters Score -1452371 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1452376.625000 Penalty: 4717.327637
	Iteration 29Q: 3 clusters Score -1452377 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1452377.375000 Penalty: 4717.327637
	Iteration 30Q: 3 clusters Score -1452377 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1452383.375000 Penalty: 4717.327637
	Iteration 31Q: 3 clusters Score -1452383 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1452392.000000 Penalty: 4717.327637
	Iteration 32Q: 3 clusters Score -1452392 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1452392.000000 Penalty: 4717.327637
	Iteration 33Q: 3 clusters Score -1452392 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1452400.625000 Penalty: 4717.327637
	Iteration 34Q: 3 clusters Score -1452401 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1452410.000000 Penalty: 4717.327637
	Iteration 35Q: 3 clusters Score -1452410 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1452417.000000 Penalty: 4717.327637
	Iteration 36Q: 3 clusters Score -1452417 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1452428.000000 Penalty: 4717.327637
	Iteration 37Q: 3 clusters Score -1452428 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1452431.875000 Penalty: 4717.327637
	Iteration 38Q: 3 clusters Score -1452432 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1452439.375000 Penalty: 4717.327637
	Iteration 39Q: 3 clusters Score -1452439 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1452450.125000 Penalty: 4717.327637
	Iteration 40F: 3 clusters Score -1452450 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1452463.375000 Penalty: 4717.327637
	Iteration 41Q: 3 clusters Score -1452463 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1452472.500000 Penalty: 4717.327637
	Iteration 42Q: 3 clusters Score -1452472 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1452478.625000 Penalty: 4717.327637
	Iteration 43Q: 3 clusters Score -1452479 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1452488.125000 Penalty: 4717.327637
	Iteration 44Q: 3 clusters Score -1452488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1452489.500000 Penalty: 4717.327637
	Iteration 45Q: 3 clusters Score -1452490 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1452489.625000 Penalty: 4717.327637
	Iteration 46Q: 3 clusters Score -1452490 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1452498.250000 Penalty: 4717.327637
	Iteration 47Q: 3 clusters Score -1452498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1452506.250000 Penalty: 4717.327637
	Iteration 48Q: 3 clusters Score -1452506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1452509.875000 Penalty: 4717.327637
	Iteration 49Q: 3 clusters Score -1452510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1452511.875000 Penalty: 4717.327637
	Iteration 50Q: 3 clusters Score -1452512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1452513.500000 Penalty: 4717.327637
	Iteration 51Q: 3 clusters Score -1452514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1452514.875000 Penalty: 4717.327637
	Iteration 52Q: 3 clusters Score -1452515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1452514.875000 Penalty: 4717.327637
	Iteration 53Q: 3 clusters Score -1452515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1452516.750000 Penalty: 4717.327637
	Iteration 54Q: 3 clusters Score -1452517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1452515.500000 Penalty: 4717.327637
	Iteration 55Q: 3 clusters Score -1452516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1452517.375000 Penalty: 4717.327637
	Iteration 56Q: 3 clusters Score -1452517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1452519.750000 Penalty: 4717.327637
	Iteration 57Q: 3 clusters Score -1452520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1452520.125000 Penalty: 4717.327637
	Iteration 58Q: 3 clusters Score -1452520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1452519.250000 Penalty: 4717.327637
	Iteration 59Q: 3 clusters Score -1452519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1452520.750000 Penalty: 4717.327637
	Iteration 60F: 3 clusters Score -1452521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 158768 members 
Mstep: Class 2 contains 2750 members 
Mstep: Class 3 contains 13752 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 21683 members 
Mstep: Class 6 contains 72438 members 
Mstep: Class 7 contains 9437 members 
Mstep: Class 8 contains 1531 members 
Mstep: Class 9 contains 181510 members 
Mstep: Class 10 contains 12811 members 
Mstep: Class 11 contains 54806 members 
Mstep: Class 12 contains 2965 members 
Mstep: Class 13 contains 5812 members 
Mstep: Class 14 contains 55913 members 
Mstep: Class 15 contains 12544 members 
Mstep: Class 16 contains 6562 members 
Mstep: Class 17 contains 25496 members 
Mstep: Class 18 contains 101475 members 
Mstep: Class 19 contains 2930 members 
Mstep: Class 20 contains 5594 members 
Mstep: Class 21 contains 40644 members 
Mstep: Class 22 contains 1373 members 
Mstep: Class 23 contains 3136 members 
Mstep: Class 24 contains 8640 members 
Mstep: Class 25 contains 4498 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 2182 members 
Mstep: Class 28 contains 15095 members 
Mstep: Class 29 contains 23265 members 
Mstep: Class 30 contains 3124 members 
Mstep: Class 31 contains 13417 members 
Mstep: Class 32 contains 8037 members 
Mstep: Class 33 contains 66706 members 
Mstep: Class 34 contains 26306 members 
Mstep: Class 35 contains 15561 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18073 members 
Mstep: Class 38 contains 1799 members 
Mstep: Class 39 contains 2442 members 
Mstep: Class 40 contains 589 members 
Mstep: Class 41 contains 1545 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 11915 members 
Mstep: Class 44 contains 3555 members 
Mstep: Class 45 contains 4634 members 
Mstep: Class 46 contains 3188 members 
Mstep: Class 47 contains 18040 members 
Mstep: Class 48 contains 3446 members 
Mstep: Class 49 contains 1635 members 
Mstep: Class 50 contains 1996 members 
Mstep: Class 51 contains 34056 members 
Mstep: Class 52 contains 8870 members 
Entering Unmasked Estep 
Score: -115176200.000000 Penalty: 179445.484375
Splitting cluster 45 changes total score from -115176144.000000 to -115176200.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 46 (3188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Entering Unmasked Estep 
Score: -339907.750000 Penalty: 2000.652954
	Iteration 0F: 2 clusters Score -339907.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -336503.093750 Penalty: 4001.305908
	Iteration 0F: 3 clusters Score -336503.1 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -337278.562500 Penalty: 4001.305908
	Iteration 1F: 3 clusters Score -337278.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -337526.343750 Penalty: 4001.305908
	Iteration 2F: 3 clusters Score -337526.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -337758.250000 Penalty: 4001.305908
	Iteration 3F: 3 clusters Score -337758.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -337945.500000 Penalty: 4001.305908
	Iteration 4F: 3 clusters Score -337945.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -338100.750000 Penalty: 4001.305908
	Iteration 5Q: 3 clusters Score -338100.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -338233.250000 Penalty: 4001.305908
	Iteration 6Q: 3 clusters Score -338233.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -338332.468750 Penalty: 4001.305908
	Iteration 7Q: 3 clusters Score -338332.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -338423.000000 Penalty: 4001.305908
	Iteration 8Q: 3 clusters Score -338423 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -338486.312500 Penalty: 4001.305908
	Iteration 9Q: 3 clusters Score -338486.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -338527.562500 Penalty: 4001.305908
	Iteration 10Q: 3 clusters Score -338527.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -338551.812500 Penalty: 4001.305908
	Iteration 11Q: 3 clusters Score -338551.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -338567.031250 Penalty: 4001.305908
	Iteration 12Q: 3 clusters Score -338567 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -338578.687500 Penalty: 4001.305908
	Iteration 13Q: 3 clusters Score -338578.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -338591.281250 Penalty: 4001.305908
	Iteration 14Q: 3 clusters Score -338591.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -338602.375000 Penalty: 4001.305908
	Iteration 15Q: 3 clusters Score -338602.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -338609.687500 Penalty: 4001.305908
	Iteration 16Q: 3 clusters Score -338609.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -338614.500000 Penalty: 4001.305908
	Iteration 17Q: 3 clusters Score -338614.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -338618.875000 Penalty: 4001.305908
	Iteration 18Q: 3 clusters Score -338618.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -338622.531250 Penalty: 4001.305908
	Iteration 19Q: 3 clusters Score -338622.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -338623.718750 Penalty: 4001.305908
	Iteration 20F: 3 clusters Score -338623.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -338624.468750 Penalty: 4001.305908
	Iteration 21Q: 3 clusters Score -338624.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -338624.468750 Penalty: 4001.305908
	Iteration 22F: 3 clusters Score -338624.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (18040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Entering Unmasked Estep 
Score: -1784658.875000 Penalty: 2430.485840
	Iteration 0F: 2 clusters Score -1784659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1771810.500000 Penalty: 4860.971680
	Iteration 0F: 3 clusters Score -1771810 nChanged 7928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1776249.000000 Penalty: 4860.971680
	Iteration 1F: 3 clusters Score -1776249 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1776819.625000 Penalty: 4860.971680
	Iteration 2F: 3 clusters Score -1776820 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1777314.625000 Penalty: 4860.971680
	Iteration 3F: 3 clusters Score -1777315 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1777853.000000 Penalty: 4860.971680
	Iteration 4F: 3 clusters Score -1777853 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1778432.000000 Penalty: 4860.971680
	Iteration 5F: 3 clusters Score -1778432 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1778951.375000 Penalty: 4860.971680
	Iteration 6F: 3 clusters Score -1778951 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1779398.500000 Penalty: 4860.971680
	Iteration 7Q: 3 clusters Score -1779398 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1779761.375000 Penalty: 4860.971680
	Iteration 8Q: 3 clusters Score -1779761 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1780074.375000 Penalty: 4860.971680
	Iteration 9Q: 3 clusters Score -1780074 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1780355.250000 Penalty: 4860.971680
	Iteration 10Q: 3 clusters Score -1780355 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1780613.500000 Penalty: 4860.971680
	Iteration 11Q: 3 clusters Score -1780614 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1780836.250000 Penalty: 4860.971680
	Iteration 12Q: 3 clusters Score -1780836 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1780995.250000 Penalty: 4860.971680
	Iteration 13Q: 3 clusters Score -1780995 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1781114.875000 Penalty: 4860.971680
	Iteration 14Q: 3 clusters Score -1781115 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1781212.750000 Penalty: 4860.971680
	Iteration 15Q: 3 clusters Score -1781213 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1781282.750000 Penalty: 4860.971680
	Iteration 16Q: 3 clusters Score -1781283 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1781339.500000 Penalty: 4860.971680
	Iteration 17Q: 3 clusters Score -1781340 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1781391.750000 Penalty: 4860.971680
	Iteration 18Q: 3 clusters Score -1781392 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1781450.250000 Penalty: 4860.971680
	Iteration 19Q: 3 clusters Score -1781450 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1781486.375000 Penalty: 4860.971680
	Iteration 20F: 3 clusters Score -1781486 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1781532.875000 Penalty: 4860.971680
	Iteration 21Q: 3 clusters Score -1781533 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1781566.500000 Penalty: 4860.971680
	Iteration 22Q: 3 clusters Score -1781566 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1781607.625000 Penalty: 4860.971680
	Iteration 23Q: 3 clusters Score -1781608 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1781644.500000 Penalty: 4860.971680
	Iteration 24Q: 3 clusters Score -1781644 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1781695.500000 Penalty: 4860.971680
	Iteration 25Q: 3 clusters Score -1781696 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1781741.125000 Penalty: 4860.971680
	Iteration 26Q: 3 clusters Score -1781741 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1781794.625000 Penalty: 4860.971680
	Iteration 27Q: 3 clusters Score -1781795 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1781852.375000 Penalty: 4860.971680
	Iteration 28Q: 3 clusters Score -1781852 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1781922.625000 Penalty: 4860.971680
	Iteration 29Q: 3 clusters Score -1781923 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1781977.875000 Penalty: 4860.971680
	Iteration 30Q: 3 clusters Score -1781978 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1782029.375000 Penalty: 4860.971680
	Iteration 31Q: 3 clusters Score -1782029 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1782090.500000 Penalty: 4860.971680
	Iteration 32Q: 3 clusters Score -1782090 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1782153.375000 Penalty: 4860.971680
	Iteration 33Q: 3 clusters Score -1782153 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1782209.000000 Penalty: 4860.971680
	Iteration 34Q: 3 clusters Score -1782209 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1782255.250000 Penalty: 4860.971680
	Iteration 35Q: 3 clusters Score -1782255 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1782315.250000 Penalty: 4860.971680
	Iteration 36Q: 3 clusters Score -1782315 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1782368.625000 Penalty: 4860.971680
	Iteration 37Q: 3 clusters Score -1782369 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1782424.000000 Penalty: 4860.971680
	Iteration 38Q: 3 clusters Score -1782424 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1782475.875000 Penalty: 4860.971680
	Iteration 39Q: 3 clusters Score -1782476 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1782517.375000 Penalty: 4860.971680
	Iteration 40F: 3 clusters Score -1782517 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1782546.125000 Penalty: 4860.971680
	Iteration 41Q: 3 clusters Score -1782546 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1782581.875000 Penalty: 4860.971680
	Iteration 42Q: 3 clusters Score -1782582 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1782603.250000 Penalty: 4860.971680
	Iteration 43Q: 3 clusters Score -1782603 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1782622.375000 Penalty: 4860.971680
	Iteration 44Q: 3 clusters Score -1782622 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1782648.375000 Penalty: 4860.971680
	Iteration 45Q: 3 clusters Score -1782648 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1782673.500000 Penalty: 4860.971680
	Iteration 46Q: 3 clusters Score -1782674 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1782689.375000 Penalty: 4860.971680
	Iteration 47Q: 3 clusters Score -1782689 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1782708.250000 Penalty: 4860.971680
	Iteration 48Q: 3 clusters Score -1782708 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1782730.375000 Penalty: 4860.971680
	Iteration 49Q: 3 clusters Score -1782730 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1782747.625000 Penalty: 4860.971680
	Iteration 50Q: 3 clusters Score -1782748 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1782768.500000 Penalty: 4860.971680
	Iteration 51Q: 3 clusters Score -1782768 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1782790.125000 Penalty: 4860.971680
	Iteration 52Q: 3 clusters Score -1782790 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1782809.750000 Penalty: 4860.971680
	Iteration 53Q: 3 clusters Score -1782810 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1782825.000000 Penalty: 4860.971680
	Iteration 54Q: 3 clusters Score -1782825 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1782835.375000 Penalty: 4860.971680
	Iteration 55Q: 3 clusters Score -1782835 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1782843.750000 Penalty: 4860.971680
	Iteration 56Q: 3 clusters Score -1782844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1782847.625000 Penalty: 4860.971680
	Iteration 57Q: 3 clusters Score -1782848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1782857.750000 Penalty: 4860.971680
	Iteration 58Q: 3 clusters Score -1782858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1782859.750000 Penalty: 4860.971680
	Iteration 59Q: 3 clusters Score -1782860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1782860.250000 Penalty: 4860.971680
	Iteration 60F: 3 clusters Score -1782860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1782862.875000 Penalty: 4860.971680
	Iteration 61Q: 3 clusters Score -1782863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1782862.625000 Penalty: 4860.971680
	Iteration 62Q: 3 clusters Score -1782863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1782863.000000 Penalty: 4860.971680
	Iteration 63Q: 3 clusters Score -1782863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1782863.625000 Penalty: 4860.971680
	Iteration 64Q: 3 clusters Score -1782864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1782862.750000 Penalty: 4860.971680
	Iteration 65Q: 3 clusters Score -1782863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1782864.375000 Penalty: 4860.971680
	Iteration 66Q: 3 clusters Score -1782864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1782865.250000 Penalty: 4860.971680
	Iteration 67Q: 3 clusters Score -1782865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1782865.375000 Penalty: 4860.971680
	Iteration 68Q: 3 clusters Score -1782865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1782865.500000 Penalty: 4860.971680
	Iteration 69Q: 3 clusters Score -1782866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1782867.625000 Penalty: 4860.971680
	Iteration 70Q: 3 clusters Score -1782868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1782873.250000 Penalty: 4860.971680
	Iteration 71Q: 3 clusters Score -1782873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1782873.125000 Penalty: 4860.971680
	Iteration 72Q: 3 clusters Score -1782873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1782872.125000 Penalty: 4860.971680
	Iteration 73Q: 3 clusters Score -1782872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1782876.750000 Penalty: 4860.971680
	Iteration 74Q: 3 clusters Score -1782877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1782879.625000 Penalty: 4860.971680
	Iteration 75Q: 3 clusters Score -1782880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1782881.000000 Penalty: 4860.971680
	Iteration 76Q: 3 clusters Score -1782881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1782887.250000 Penalty: 4860.971680
	Iteration 77Q: 3 clusters Score -1782887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1782887.000000 Penalty: 4860.971680
	Iteration 78Q: 3 clusters Score -1782887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1782886.250000 Penalty: 4860.971680
	Iteration 79Q: 3 clusters Score -1782886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1782889.250000 Penalty: 4860.971680
	Iteration 80F: 3 clusters Score -1782889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1782888.250000 Penalty: 4860.971680
	Iteration 81Q: 3 clusters Score -1782888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1782887.875000 Penalty: 4860.971680
	Iteration 82Q: 3 clusters Score -1782888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1782890.875000 Penalty: 4860.971680
	Iteration 83Q: 3 clusters Score -1782891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1782892.250000 Penalty: 4860.971680
	Iteration 84Q: 3 clusters Score -1782892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1782895.750000 Penalty: 4860.971680
	Iteration 85Q: 3 clusters Score -1782896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1782896.500000 Penalty: 4860.971680
	Iteration 86Q: 3 clusters Score -1782896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1782901.125000 Penalty: 4860.971680
	Iteration 87Q: 3 clusters Score -1782901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1782901.250000 Penalty: 4860.971680
	Iteration 88Q: 3 clusters Score -1782901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1782902.500000 Penalty: 4860.971680
	Iteration 89Q: 3 clusters Score -1782902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1782909.125000 Penalty: 4860.971680
	Iteration 90Q: 3 clusters Score -1782909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1782909.875000 Penalty: 4860.971680
	Iteration 91Q: 3 clusters Score -1782910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1782918.500000 Penalty: 4860.971680
	Iteration 92Q: 3 clusters Score -1782918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1782920.250000 Penalty: 4860.971680
	Iteration 93Q: 3 clusters Score -1782920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1782920.750000 Penalty: 4860.971680
	Iteration 94Q: 3 clusters Score -1782921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1782924.250000 Penalty: 4860.971680
	Iteration 95Q: 3 clusters Score -1782924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1782927.000000 Penalty: 4860.971680
	Iteration 96Q: 3 clusters Score -1782927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1782926.375000 Penalty: 4860.971680
	Iteration 97Q: 3 clusters Score -1782926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1782930.375000 Penalty: 4860.971680
	Iteration 98Q: 3 clusters Score -1782930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1782931.875000 Penalty: 4860.971680
	Iteration 99Q: 3 clusters Score -1782932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1782936.500000 Penalty: 4860.971680
	Iteration 100F: 3 clusters Score -1782936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1782937.750000 Penalty: 4860.971680
	Iteration 101Q: 3 clusters Score -1782938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1782936.625000 Penalty: 4860.971680
	Iteration 102Q: 3 clusters Score -1782937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1782939.125000 Penalty: 4860.971680
	Iteration 103Q: 3 clusters Score -1782939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1782940.500000 Penalty: 4860.971680
	Iteration 104Q: 3 clusters Score -1782940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1782940.500000 Penalty: 4860.971680
	Iteration 105F: 3 clusters Score -1782940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (3446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Entering Unmasked Estep 
Score: -328018.062500 Penalty: 2019.952271
	Iteration 0F: 2 clusters Score -328018.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -324474.687500 Penalty: 4039.904541
	Iteration 0F: 3 clusters Score -324474.7 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -325287.906250 Penalty: 4039.904541
	Iteration 1F: 3 clusters Score -325287.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -325575.750000 Penalty: 4039.904541
	Iteration 2F: 3 clusters Score -325575.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -325827.250000 Penalty: 4039.904541
	Iteration 3F: 3 clusters Score -325827.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -326051.468750 Penalty: 4039.904541
	Iteration 4F: 3 clusters Score -326051.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -326249.156250 Penalty: 4039.904541
	Iteration 5Q: 3 clusters Score -326249.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -326444.156250 Penalty: 4039.904541
	Iteration 6Q: 3 clusters Score -326444.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -326581.250000 Penalty: 4039.904541
	Iteration 7Q: 3 clusters Score -326581.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -326672.750000 Penalty: 4039.904541
	Iteration 8Q: 3 clusters Score -326672.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -326724.812500 Penalty: 4039.904541
	Iteration 9Q: 3 clusters Score -326724.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -326753.312500 Penalty: 4039.904541
	Iteration 10Q: 3 clusters Score -326753.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -326770.062500 Penalty: 4039.904541
	Iteration 11Q: 3 clusters Score -326770.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -326783.156250 Penalty: 4039.904541
	Iteration 12Q: 3 clusters Score -326783.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -326800.562500 Penalty: 4039.904541
	Iteration 13Q: 3 clusters Score -326800.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -326813.781250 Penalty: 4039.904541
	Iteration 14Q: 3 clusters Score -326813.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -326825.562500 Penalty: 4039.904541
	Iteration 15Q: 3 clusters Score -326825.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -326835.718750 Penalty: 4039.904541
	Iteration 16Q: 3 clusters Score -326835.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -326844.593750 Penalty: 4039.904541
	Iteration 17Q: 3 clusters Score -326844.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -326849.687500 Penalty: 4039.904541
	Iteration 18Q: 3 clusters Score -326849.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -326857.562500 Penalty: 4039.904541
	Iteration 19Q: 3 clusters Score -326857.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -326864.000000 Penalty: 4039.904541
	Iteration 20F: 3 clusters Score -326864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -326869.312500 Penalty: 4039.904541
	Iteration 21Q: 3 clusters Score -326869.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -326876.781250 Penalty: 4039.904541
	Iteration 22Q: 3 clusters Score -326876.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -326881.156250 Penalty: 4039.904541
	Iteration 23Q: 3 clusters Score -326881.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -326888.375000 Penalty: 4039.904541
	Iteration 24Q: 3 clusters Score -326888.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -326893.500000 Penalty: 4039.904541
	Iteration 25Q: 3 clusters Score -326893.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -326896.656250 Penalty: 4039.904541
	Iteration 26Q: 3 clusters Score -326896.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -326898.531250 Penalty: 4039.904541
	Iteration 27Q: 3 clusters Score -326898.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -326901.062500 Penalty: 4039.904541
	Iteration 28Q: 3 clusters Score -326901.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -326904.406250 Penalty: 4039.904541
	Iteration 29Q: 3 clusters Score -326904.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -326905.718750 Penalty: 4039.904541
	Iteration 30Q: 3 clusters Score -326905.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -326906.718750 Penalty: 4039.904541
	Iteration 31Q: 3 clusters Score -326906.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -326906.437500 Penalty: 4039.904541
	Iteration 32Q: 3 clusters Score -326906.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -326906.437500 Penalty: 4039.904541
	Iteration 33F: 3 clusters Score -326906.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Entering Unmasked Estep 
Score: -168024.218750 Penalty: 1835.050659
	Iteration 0F: 2 clusters Score -168024.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -165599.718750 Penalty: 3670.101318
	Iteration 0F: 3 clusters Score -165599.7 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -166086.656250 Penalty: 3670.101318
	Iteration 1F: 3 clusters Score -166086.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -166294.531250 Penalty: 3670.101318
	Iteration 2F: 3 clusters Score -166294.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -166426.703125 Penalty: 3670.101318
	Iteration 3F: 3 clusters Score -166426.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -166552.125000 Penalty: 3670.101318
	Iteration 4Q: 3 clusters Score -166552.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -166700.984375 Penalty: 3670.101318
	Iteration 5Q: 3 clusters Score -166701 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -167004.812500 Penalty: 3670.101318
	Iteration 6Q: 3 clusters Score -167004.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -167288.687500 Penalty: 3670.101318
	Iteration 7Q: 3 clusters Score -167288.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -167544.234375 Penalty: 3670.101318
	Iteration 8F: 3 clusters Score -167544.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -167695.343750 Penalty: 3670.101318
	Iteration 9Q: 3 clusters Score -167695.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -167754.031250 Penalty: 3670.101318
	Iteration 10Q: 3 clusters Score -167754 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -167796.656250 Penalty: 3670.101318
	Iteration 11Q: 3 clusters Score -167796.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -167821.781250 Penalty: 3670.101318
	Iteration 12Q: 3 clusters Score -167821.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -167839.187500 Penalty: 3670.101318
	Iteration 13Q: 3 clusters Score -167839.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -167855.453125 Penalty: 3670.101318
	Iteration 14Q: 3 clusters Score -167855.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -167867.609375 Penalty: 3670.101318
	Iteration 15Q: 3 clusters Score -167867.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -167886.203125 Penalty: 3670.101318
	Iteration 16Q: 3 clusters Score -167886.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -167895.375000 Penalty: 3670.101318
	Iteration 17Q: 3 clusters Score -167895.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -167904.109375 Penalty: 3670.101318
	Iteration 18Q: 3 clusters Score -167904.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -167920.203125 Penalty: 3670.101318
	Iteration 19Q: 3 clusters Score -167920.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -167937.671875 Penalty: 3670.101318
	Iteration 20F: 3 clusters Score -167937.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -167944.484375 Penalty: 3670.101318
	Iteration 21Q: 3 clusters Score -167944.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -167958.312500 Penalty: 3670.101318
	Iteration 22Q: 3 clusters Score -167958.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -167973.046875 Penalty: 3670.101318
	Iteration 23Q: 3 clusters Score -167973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -167995.562500 Penalty: 3670.101318
	Iteration 24Q: 3 clusters Score -167995.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -168023.062500 Penalty: 3670.101318
	Iteration 25Q: 3 clusters Score -168023.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -168050.578125 Penalty: 3670.101318
	Iteration 26Q: 3 clusters Score -168050.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -168076.390625 Penalty: 3670.101318
	Iteration 27Q: 3 clusters Score -168076.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -168122.156250 Penalty: 3670.101318
	Iteration 28Q: 3 clusters Score -168122.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -168203.546875 Penalty: 3670.101318
	Iteration 29Q: 3 clusters Score -168203.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -168347.734375 Penalty: 3670.101318
	Iteration 30Q: 3 clusters Score -168347.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -168412.015625 Penalty: 3670.101318
	Iteration 31Q: 3 clusters Score -168412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -168430.968750 Penalty: 3670.101318
	Iteration 32Q: 3 clusters Score -168431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -168441.578125 Penalty: 3670.101318
	Iteration 33Q: 3 clusters Score -168441.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -168441.578125 Penalty: 3670.101318
	Iteration 34F: 3 clusters Score -168441.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 158768 members 
Mstep: Class 2 contains 2750 members 
Mstep: Class 3 contains 13752 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 21683 members 
Mstep: Class 6 contains 72438 members 
Mstep: Class 7 contains 9437 members 
Mstep: Class 8 contains 1531 members 
Mstep: Class 9 contains 181510 members 
Mstep: Class 10 contains 12811 members 
Mstep: Class 11 contains 54806 members 
Mstep: Class 12 contains 2965 members 
Mstep: Class 13 contains 5812 members 
Mstep: Class 14 contains 55913 members 
Mstep: Class 15 contains 12544 members 
Mstep: Class 16 contains 6562 members 
Mstep: Class 17 contains 25496 members 
Mstep: Class 18 contains 101475 members 
Mstep: Class 19 contains 2930 members 
Mstep: Class 20 contains 5594 members 
Mstep: Class 21 contains 40644 members 
Mstep: Class 22 contains 1373 members 
Mstep: Class 23 contains 3136 members 
Mstep: Class 24 contains 8640 members 
Mstep: Class 25 contains 4498 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 2182 members 
Mstep: Class 28 contains 15095 members 
Mstep: Class 29 contains 23265 members 
Mstep: Class 30 contains 3124 members 
Mstep: Class 31 contains 13417 members 
Mstep: Class 32 contains 8037 members 
Mstep: Class 33 contains 66706 members 
Mstep: Class 34 contains 26306 members 
Mstep: Class 35 contains 15561 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18073 members 
Mstep: Class 38 contains 1799 members 
Mstep: Class 39 contains 2442 members 
Mstep: Class 40 contains 589 members 
Mstep: Class 41 contains 1545 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 11915 members 
Mstep: Class 44 contains 3555 members 
Mstep: Class 45 contains 4634 members 
Mstep: Class 46 contains 3188 members 
Mstep: Class 47 contains 18040 members 
Mstep: Class 48 contains 3446 members 
Mstep: Class 49 contains 359 members 
Mstep: Class 50 contains 1996 members 
Mstep: Class 51 contains 34056 members 
Mstep: Class 52 contains 8870 members 
Mstep: Class 53 contains 1276 members 
Entering Unmasked Estep 
Score: -115174808.000000 Penalty: 182896.359375
Splitting cluster 49 changes total score from -115176144.000000 to -115174808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 50 (1996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Entering Unmasked Estep 
Score: -213086.500000 Penalty: 1884.527222
	Iteration 0F: 2 clusters Score -213086.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -210464.375000 Penalty: 3769.054443
	Iteration 0F: 3 clusters Score -210464.4 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -210940.609375 Penalty: 3769.054443
	Iteration 1F: 3 clusters Score -210940.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -211058.031250 Penalty: 3769.054443
	Iteration 2F: 3 clusters Score -211058 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -211126.437500 Penalty: 3769.054443
	Iteration 3Q: 3 clusters Score -211126.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -211167.218750 Penalty: 3769.054443
	Iteration 4Q: 3 clusters Score -211167.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -211192.203125 Penalty: 3769.054443
	Iteration 5Q: 3 clusters Score -211192.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -211213.046875 Penalty: 3769.054443
	Iteration 6Q: 3 clusters Score -211213 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -211228.578125 Penalty: 3769.054443
	Iteration 7Q: 3 clusters Score -211228.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -211239.359375 Penalty: 3769.054443
	Iteration 8Q: 3 clusters Score -211239.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -211248.406250 Penalty: 3769.054443
	Iteration 9Q: 3 clusters Score -211248.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -211253.406250 Penalty: 3769.054443
	Iteration 10Q: 3 clusters Score -211253.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -211258.578125 Penalty: 3769.054443
	Iteration 11Q: 3 clusters Score -211258.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -211264.125000 Penalty: 3769.054443
	Iteration 12Q: 3 clusters Score -211264.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -211272.046875 Penalty: 3769.054443
	Iteration 13Q: 3 clusters Score -211272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -211279.109375 Penalty: 3769.054443
	Iteration 14Q: 3 clusters Score -211279.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -211285.484375 Penalty: 3769.054443
	Iteration 15Q: 3 clusters Score -211285.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -211293.718750 Penalty: 3769.054443
	Iteration 16Q: 3 clusters Score -211293.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -211299.031250 Penalty: 3769.054443
	Iteration 17Q: 3 clusters Score -211299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -211308.625000 Penalty: 3769.054443
	Iteration 18Q: 3 clusters Score -211308.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -211315.125000 Penalty: 3769.054443
	Iteration 19Q: 3 clusters Score -211315.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -211320.656250 Penalty: 3769.054443
	Iteration 20F: 3 clusters Score -211320.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -211322.750000 Penalty: 3769.054443
	Iteration 21Q: 3 clusters Score -211322.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -211327.906250 Penalty: 3769.054443
	Iteration 22Q: 3 clusters Score -211327.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -211330.296875 Penalty: 3769.054443
	Iteration 23Q: 3 clusters Score -211330.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -211333.781250 Penalty: 3769.054443
	Iteration 24Q: 3 clusters Score -211333.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -211335.781250 Penalty: 3769.054443
	Iteration 25Q: 3 clusters Score -211335.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -211340.812500 Penalty: 3769.054443
	Iteration 26Q: 3 clusters Score -211340.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -211348.484375 Penalty: 3769.054443
	Iteration 27Q: 3 clusters Score -211348.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -211354.765625 Penalty: 3769.054443
	Iteration 28Q: 3 clusters Score -211354.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -211365.453125 Penalty: 3769.054443
	Iteration 29Q: 3 clusters Score -211365.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -211375.171875 Penalty: 3769.054443
	Iteration 30Q: 3 clusters Score -211375.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -211385.859375 Penalty: 3769.054443
	Iteration 31Q: 3 clusters Score -211385.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -211392.093750 Penalty: 3769.054443
	Iteration 32Q: 3 clusters Score -211392.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -211396.875000 Penalty: 3769.054443
	Iteration 33Q: 3 clusters Score -211396.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -211397.937500 Penalty: 3769.054443
	Iteration 34Q: 3 clusters Score -211397.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -211400.953125 Penalty: 3769.054443
	Iteration 35Q: 3 clusters Score -211401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -211403.640625 Penalty: 3769.054443
	Iteration 36Q: 3 clusters Score -211403.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -211405.562500 Penalty: 3769.054443
	Iteration 37Q: 3 clusters Score -211405.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -211406.031250 Penalty: 3769.054443
	Iteration 38Q: 3 clusters Score -211406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -211407.625000 Penalty: 3769.054443
	Iteration 39Q: 3 clusters Score -211407.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -211407.625000 Penalty: 3769.054443
	Iteration 40F: 3 clusters Score -211407.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 158768 members 
Mstep: Class 2 contains 2750 members 
Mstep: Class 3 contains 13752 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 21683 members 
Mstep: Class 6 contains 72438 members 
Mstep: Class 7 contains 9437 members 
Mstep: Class 8 contains 1531 members 
Mstep: Class 9 contains 181510 members 
Mstep: Class 10 contains 12811 members 
Mstep: Class 11 contains 54806 members 
Mstep: Class 12 contains 2965 members 
Mstep: Class 13 contains 5812 members 
Mstep: Class 14 contains 55913 members 
Mstep: Class 15 contains 12544 members 
Mstep: Class 16 contains 6562 members 
Mstep: Class 17 contains 25496 members 
Mstep: Class 18 contains 101475 members 
Mstep: Class 19 contains 2930 members 
Mstep: Class 20 contains 5594 members 
Mstep: Class 21 contains 40644 members 
Mstep: Class 22 contains 1373 members 
Mstep: Class 23 contains 3136 members 
Mstep: Class 24 contains 8640 members 
Mstep: Class 25 contains 4498 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 2182 members 
Mstep: Class 28 contains 15095 members 
Mstep: Class 29 contains 23265 members 
Mstep: Class 30 contains 3124 members 
Mstep: Class 31 contains 13417 members 
Mstep: Class 32 contains 8037 members 
Mstep: Class 33 contains 66706 members 
Mstep: Class 34 contains 26306 members 
Mstep: Class 35 contains 15561 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18073 members 
Mstep: Class 38 contains 1799 members 
Mstep: Class 39 contains 2442 members 
Mstep: Class 40 contains 589 members 
Mstep: Class 41 contains 1545 members 
Mstep: Class 42 contains 1471 members 
Mstep: Class 43 contains 11915 members 
Mstep: Class 44 contains 3555 members 
Mstep: Class 45 contains 4634 members 
Mstep: Class 46 contains 3188 members 
Mstep: Class 47 contains 18040 members 
Mstep: Class 48 contains 3446 members 
Mstep: Class 49 contains 1635 members 
Mstep: Class 50 contains 1996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115178176.000000 Penalty: 179445.484375
Iteration 159Q: 53 clusters Score -1.151782e+08 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 158766 members 
Mstep: Class 2 contains 2760 members 
Mstep: Class 3 contains 13678 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 21751 members 
Mstep: Class 6 contains 72465 members 
Mstep: Class 7 contains 9461 members 
Mstep: Class 8 contains 1534 members 
Mstep: Class 9 contains 181530 members 
Mstep: Class 10 contains 12825 members 
Mstep: Class 11 contains 54976 members 
Mstep: Class 12 contains 2990 members 
Mstep: Class 13 contains 5805 members 
Mstep: Class 14 contains 55759 members 
Mstep: Class 15 contains 12540 members 
Mstep: Class 16 contains 6675 members 
Mstep: Class 17 contains 25511 members 
Mstep: Class 18 contains 101504 members 
Mstep: Class 19 contains 2934 members 
Mstep: Class 20 contains 5591 members 
Mstep: Class 21 contains 40669 members 
Mstep: Class 22 contains 1373 members 
Mstep: Class 23 contains 3135 members 
Mstep: Class 24 contains 8656 members 
Mstep: Class 25 contains 4447 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 2183 members 
Mstep: Class 28 contains 15151 members 
Mstep: Class 29 contains 23264 members 
Mstep: Class 30 contains 3121 members 
Mstep: Class 31 contains 13435 members 
Mstep: Class 32 contains 8059 members 
Mstep: Class 33 contains 66761 members 
Mstep: Class 34 contains 26313 members 
Mstep: Class 35 contains 15557 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18222 members 
Mstep: Class 38 contains 1795 members 
Mstep: Class 39 contains 2442 members 
Mstep: Class 40 contains 589 members 
Mstep: Class 41 contains 1546 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 12055 members 
Mstep: Class 44 contains 3549 members 
Mstep: Class 45 contains 4878 members 
Mstep: Class 46 contains 3196 members 
Mstep: Class 47 contains 18404 members 
Mstep: Class 48 contains 3456 members 
Mstep: Class 49 contains 1635 members 
Mstep: Class 50 contains 1975 members 
Mstep: Class 51 contains 33066 members 
Mstep: Class 52 contains 8558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115179640.000000 Penalty: 179445.484375
Iteration 160F: 53 clusters Score -1.151796e+08 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 158577 members 
Mstep: Class 2 contains 2775 members 
Mstep: Class 3 contains 13599 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 21818 members 
Mstep: Class 6 contains 72473 members 
Mstep: Class 7 contains 9500 members 
Mstep: Class 8 contains 1538 members 
Mstep: Class 9 contains 181506 members 
Mstep: Class 10 contains 12765 members 
Mstep: Class 11 contains 54977 members 
Mstep: Class 12 contains 2963 members 
Mstep: Class 13 contains 5801 members 
Mstep: Class 14 contains 55507 members 
Mstep: Class 15 contains 12535 members 
Mstep: Class 16 contains 6720 members 
Mstep: Class 17 contains 25506 members 
Mstep: Class 18 contains 101526 members 
Mstep: Class 19 contains 2938 members 
Mstep: Class 20 contains 5599 members 
Mstep: Class 21 contains 40707 members 
Mstep: Class 22 contains 1374 members 
Mstep: Class 23 contains 3136 members 
Mstep: Class 24 contains 8671 members 
Mstep: Class 25 contains 4409 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 2183 members 
Mstep: Class 28 contains 15044 members 
Mstep: Class 29 contains 23242 members 
Mstep: Class 30 contains 3111 members 
Mstep: Class 31 contains 13431 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 66783 members 
Mstep: Class 34 contains 26310 members 
Mstep: Class 35 contains 15546 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18256 members 
Mstep: Class 38 contains 1796 members 
Mstep: Class 39 contains 2442 members 
Mstep: Class 40 contains 589 members 
Mstep: Class 41 contains 1547 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 12118 members 
Mstep: Class 44 contains 3541 members 
Mstep: Class 45 contains 5024 members 
Mstep: Class 46 contains 3188 members 
Mstep: Class 47 contains 18451 members 
Mstep: Class 48 contains 3459 members 
Mstep: Class 49 contains 1635 members 
Mstep: Class 50 contains 1966 members 
Mstep: Class 51 contains 33379 members 
Mstep: Class 52 contains 8524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115179944.000000 Penalty: 179445.484375
Iteration 161Q: 53 clusters Score -1.151799e+08 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 158439 members 
Mstep: Class 2 contains 2784 members 
Mstep: Class 3 contains 13509 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 21903 members 
Mstep: Class 6 contains 72473 members 
Mstep: Class 7 contains 9533 members 
Mstep: Class 8 contains 1544 members 
Mstep: Class 9 contains 181532 members 
Mstep: Class 10 contains 12740 members 
Mstep: Class 11 contains 54999 members 
Mstep: Class 12 contains 2936 members 
Mstep: Class 13 contains 5799 members 
Mstep: Class 14 contains 55239 members 
Mstep: Class 15 contains 12528 members 
Mstep: Class 16 contains 6821 members 
Mstep: Class 17 contains 25494 members 
Mstep: Class 18 contains 101543 members 
Mstep: Class 19 contains 2937 members 
Mstep: Class 20 contains 5603 members 
Mstep: Class 21 contains 40753 members 
Mstep: Class 22 contains 1374 members 
Mstep: Class 23 contains 3136 members 
Mstep: Class 24 contains 8690 members 
Mstep: Class 25 contains 4375 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 2183 members 
Mstep: Class 28 contains 14963 members 
Mstep: Class 29 contains 23214 members 
Mstep: Class 30 contains 3105 members 
Mstep: Class 31 contains 13437 members 
Mstep: Class 32 contains 8063 members 
Mstep: Class 33 contains 66786 members 
Mstep: Class 34 contains 26312 members 
Mstep: Class 35 contains 15546 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18318 members 
Mstep: Class 38 contains 1797 members 
Mstep: Class 39 contains 2442 members 
Mstep: Class 40 contains 589 members 
Mstep: Class 41 contains 1547 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 12196 members 
Mstep: Class 44 contains 3538 members 
Mstep: Class 45 contains 5134 members 
Mstep: Class 46 contains 3179 members 
Mstep: Class 47 contains 18493 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 1635 members 
Mstep: Class 50 contains 1963 members 
Mstep: Class 51 contains 33466 members 
Mstep: Class 52 contains 8490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115180400.000000 Penalty: 179445.484375
Iteration 162Q: 53 clusters Score -1.151804e+08 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 158332 members 
Mstep: Class 2 contains 2795 members 
Mstep: Class 3 contains 13420 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 21973 members 
Mstep: Class 6 contains 72476 members 
Mstep: Class 7 contains 9575 members 
Mstep: Class 8 contains 1545 members 
Mstep: Class 9 contains 181560 members 
Mstep: Class 10 contains 12727 members 
Mstep: Class 11 contains 55046 members 
Mstep: Class 12 contains 2922 members 
Mstep: Class 13 contains 5797 members 
Mstep: Class 14 contains 55006 members 
Mstep: Class 15 contains 12519 members 
Mstep: Class 16 contains 6924 members 
Mstep: Class 17 contains 25489 members 
Mstep: Class 18 contains 101561 members 
Mstep: Class 19 contains 2939 members 
Mstep: Class 20 contains 5610 members 
Mstep: Class 21 contains 40794 members 
Mstep: Class 22 contains 1374 members 
Mstep: Class 23 contains 3137 members 
Mstep: Class 24 contains 8701 members 
Mstep: Class 25 contains 4353 members 
Mstep: Class 26 contains 3758 members 
Mstep: Class 27 contains 2183 members 
Mstep: Class 28 contains 14879 members 
Mstep: Class 29 contains 23194 members 
Mstep: Class 30 contains 3105 members 
Mstep: Class 31 contains 13435 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 66804 members 
Mstep: Class 34 contains 26314 members 
Mstep: Class 35 contains 15534 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18365 members 
Mstep: Class 38 contains 1797 members 
Mstep: Class 39 contains 2441 members 
Mstep: Class 40 contains 589 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 12272 members 
Mstep: Class 44 contains 3538 members 
Mstep: Class 45 contains 5234 members 
Mstep: Class 46 contains 3178 members 
Mstep: Class 47 contains 18516 members 
Mstep: Class 48 contains 3471 members 
Mstep: Class 49 contains 1635 members 
Mstep: Class 50 contains 1961 members 
Mstep: Class 51 contains 33455 members 
Mstep: Class 52 contains 8464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115180576.000000 Penalty: 179445.484375
Iteration 163Q: 53 clusters Score -1.151806e+08 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 158233 members 
Mstep: Class 2 contains 2808 members 
Mstep: Class 3 contains 13344 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 22043 members 
Mstep: Class 6 contains 72478 members 
Mstep: Class 7 contains 9613 members 
Mstep: Class 8 contains 1546 members 
Mstep: Class 9 contains 181581 members 
Mstep: Class 10 contains 12718 members 
Mstep: Class 11 contains 55098 members 
Mstep: Class 12 contains 2905 members 
Mstep: Class 13 contains 5797 members 
Mstep: Class 14 contains 54779 members 
Mstep: Class 15 contains 12510 members 
Mstep: Class 16 contains 6999 members 
Mstep: Class 17 contains 25484 members 
Mstep: Class 18 contains 101591 members 
Mstep: Class 19 contains 2942 members 
Mstep: Class 20 contains 5613 members 
Mstep: Class 21 contains 40817 members 
Mstep: Class 22 contains 1374 members 
Mstep: Class 23 contains 3139 members 
Mstep: Class 24 contains 8715 members 
Mstep: Class 25 contains 4339 members 
Mstep: Class 26 contains 3757 members 
Mstep: Class 27 contains 2183 members 
Mstep: Class 28 contains 14818 members 
Mstep: Class 29 contains 23186 members 
Mstep: Class 30 contains 3109 members 
Mstep: Class 31 contains 13442 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 66823 members 
Mstep: Class 34 contains 26322 members 
Mstep: Class 35 contains 15533 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18396 members 
Mstep: Class 38 contains 1797 members 
Mstep: Class 39 contains 2441 members 
Mstep: Class 40 contains 589 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 12325 members 
Mstep: Class 44 contains 3538 members 
Mstep: Class 45 contains 5309 members 
Mstep: Class 46 contains 3178 members 
Mstep: Class 47 contains 18528 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 1635 members 
Mstep: Class 50 contains 1961 members 
Mstep: Class 51 contains 33442 members 
Mstep: Class 52 contains 8439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115180736.000000 Penalty: 179445.484375
Iteration 164Q: 53 clusters Score -1.151807e+08 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 158170 members 
Mstep: Class 2 contains 2820 members 
Mstep: Class 3 contains 13261 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 22106 members 
Mstep: Class 6 contains 72478 members 
Mstep: Class 7 contains 9670 members 
Mstep: Class 8 contains 1550 members 
Mstep: Class 9 contains 181592 members 
Mstep: Class 10 contains 12718 members 
Mstep: Class 11 contains 55145 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 5796 members 
Mstep: Class 14 contains 54556 members 
Mstep: Class 15 contains 12500 members 
Mstep: Class 16 contains 7073 members 
Mstep: Class 17 contains 25477 members 
Mstep: Class 18 contains 101631 members 
Mstep: Class 19 contains 2943 members 
Mstep: Class 20 contains 5616 members 
Mstep: Class 21 contains 40816 members 
Mstep: Class 22 contains 1375 members 
Mstep: Class 23 contains 3139 members 
Mstep: Class 24 contains 8722 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 3756 members 
Mstep: Class 27 contains 2184 members 
Mstep: Class 28 contains 14775 members 
Mstep: Class 29 contains 23179 members 
Mstep: Class 30 contains 3111 members 
Mstep: Class 31 contains 13460 members 
Mstep: Class 32 contains 8063 members 
Mstep: Class 33 contains 66839 members 
Mstep: Class 34 contains 26319 members 
Mstep: Class 35 contains 15522 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18426 members 
Mstep: Class 38 contains 1796 members 
Mstep: Class 39 contains 2441 members 
Mstep: Class 40 contains 589 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 12390 members 
Mstep: Class 44 contains 3534 members 
Mstep: Class 45 contains 5370 members 
Mstep: Class 46 contains 3180 members 
Mstep: Class 47 contains 18542 members 
Mstep: Class 48 contains 3493 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1961 members 
Mstep: Class 51 contains 33397 members 
Mstep: Class 52 contains 8418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115180960.000000 Penalty: 179445.484375
Iteration 165Q: 53 clusters Score -1.15181e+08 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 158100 members 
Mstep: Class 2 contains 2828 members 
Mstep: Class 3 contains 13217 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 22179 members 
Mstep: Class 6 contains 72482 members 
Mstep: Class 7 contains 9743 members 
Mstep: Class 8 contains 1552 members 
Mstep: Class 9 contains 181589 members 
Mstep: Class 10 contains 12710 members 
Mstep: Class 11 contains 55211 members 
Mstep: Class 12 contains 2893 members 
Mstep: Class 13 contains 5797 members 
Mstep: Class 14 contains 54340 members 
Mstep: Class 15 contains 12484 members 
Mstep: Class 16 contains 7145 members 
Mstep: Class 17 contains 25475 members 
Mstep: Class 18 contains 101663 members 
Mstep: Class 19 contains 2946 members 
Mstep: Class 20 contains 5617 members 
Mstep: Class 21 contains 40782 members 
Mstep: Class 22 contains 1374 members 
Mstep: Class 23 contains 3139 members 
Mstep: Class 24 contains 8730 members 
Mstep: Class 25 contains 4315 members 
Mstep: Class 26 contains 3756 members 
Mstep: Class 27 contains 2185 members 
Mstep: Class 28 contains 14732 members 
Mstep: Class 29 contains 23166 members 
Mstep: Class 30 contains 3112 members 
Mstep: Class 31 contains 13485 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 66855 members 
Mstep: Class 34 contains 26315 members 
Mstep: Class 35 contains 15506 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18452 members 
Mstep: Class 38 contains 1794 members 
Mstep: Class 39 contains 2441 members 
Mstep: Class 40 contains 589 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 12452 members 
Mstep: Class 44 contains 3534 members 
Mstep: Class 45 contains 5412 members 
Mstep: Class 46 contains 3180 members 
Mstep: Class 47 contains 18569 members 
Mstep: Class 48 contains 3507 members 
Mstep: Class 49 contains 1638 members 
Mstep: Class 50 contains 1960 members 
Mstep: Class 51 contains 33349 members 
Mstep: Class 52 contains 8398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181040.000000 Penalty: 179445.484375
Iteration 166Q: 53 clusters Score -1.15181e+08 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 158060 members 
Mstep: Class 2 contains 2831 members 
Mstep: Class 3 contains 13173 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 22247 members 
Mstep: Class 6 contains 72479 members 
Mstep: Class 7 contains 9804 members 
Mstep: Class 8 contains 1557 members 
Mstep: Class 9 contains 181602 members 
Mstep: Class 10 contains 12704 members 
Mstep: Class 11 contains 55275 members 
Mstep: Class 12 contains 2879 members 
Mstep: Class 13 contains 5799 members 
Mstep: Class 14 contains 54116 members 
Mstep: Class 15 contains 12473 members 
Mstep: Class 16 contains 7201 members 
Mstep: Class 17 contains 25479 members 
Mstep: Class 18 contains 101697 members 
Mstep: Class 19 contains 2946 members 
Mstep: Class 20 contains 5618 members 
Mstep: Class 21 contains 40757 members 
Mstep: Class 22 contains 1374 members 
Mstep: Class 23 contains 3139 members 
Mstep: Class 24 contains 8741 members 
Mstep: Class 25 contains 4310 members 
Mstep: Class 26 contains 3756 members 
Mstep: Class 27 contains 2186 members 
Mstep: Class 28 contains 14681 members 
Mstep: Class 29 contains 23151 members 
Mstep: Class 30 contains 3114 members 
Mstep: Class 31 contains 13497 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 66884 members 
Mstep: Class 34 contains 26313 members 
Mstep: Class 35 contains 15499 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18472 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2441 members 
Mstep: Class 40 contains 589 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 12501 members 
Mstep: Class 44 contains 3534 members 
Mstep: Class 45 contains 5450 members 
Mstep: Class 46 contains 3177 members 
Mstep: Class 47 contains 18586 members 
Mstep: Class 48 contains 3519 members 
Mstep: Class 49 contains 1638 members 
Mstep: Class 50 contains 1961 members 
Mstep: Class 51 contains 33317 members 
Mstep: Class 52 contains 8378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181024.000000 Penalty: 179445.484375
Iteration 167Q: 53 clusters Score -1.15181e+08 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 158018 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 13148 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 22309 members 
Mstep: Class 6 contains 72479 members 
Mstep: Class 7 contains 9851 members 
Mstep: Class 8 contains 1559 members 
Mstep: Class 9 contains 181610 members 
Mstep: Class 10 contains 12701 members 
Mstep: Class 11 contains 55306 members 
Mstep: Class 12 contains 2871 members 
Mstep: Class 13 contains 5799 members 
Mstep: Class 14 contains 53922 members 
Mstep: Class 15 contains 12471 members 
Mstep: Class 16 contains 7237 members 
Mstep: Class 17 contains 25482 members 
Mstep: Class 18 contains 101742 members 
Mstep: Class 19 contains 2947 members 
Mstep: Class 20 contains 5617 members 
Mstep: Class 21 contains 40736 members 
Mstep: Class 22 contains 1374 members 
Mstep: Class 23 contains 3139 members 
Mstep: Class 24 contains 8750 members 
Mstep: Class 25 contains 4304 members 
Mstep: Class 26 contains 3756 members 
Mstep: Class 27 contains 2188 members 
Mstep: Class 28 contains 14651 members 
Mstep: Class 29 contains 23138 members 
Mstep: Class 30 contains 3112 members 
Mstep: Class 31 contains 13514 members 
Mstep: Class 32 contains 8064 members 
Mstep: Class 33 contains 66909 members 
Mstep: Class 34 contains 26313 members 
Mstep: Class 35 contains 15476 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18483 members 
Mstep: Class 38 contains 1791 members 
Mstep: Class 39 contains 2441 members 
Mstep: Class 40 contains 589 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 12551 members 
Mstep: Class 44 contains 3534 members 
Mstep: Class 45 contains 5470 members 
Mstep: Class 46 contains 3177 members 
Mstep: Class 47 contains 18605 members 
Mstep: Class 48 contains 3528 members 
Mstep: Class 49 contains 1638 members 
Mstep: Class 50 contains 1960 members 
Mstep: Class 51 contains 33295 members 
Mstep: Class 52 contains 8371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115180824.000000 Penalty: 179445.484375
Iteration 168Q: 53 clusters Score -1.151808e+08 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157989 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 13109 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 22370 members 
Mstep: Class 6 contains 72479 members 
Mstep: Class 7 contains 9895 members 
Mstep: Class 8 contains 1559 members 
Mstep: Class 9 contains 181603 members 
Mstep: Class 10 contains 12701 members 
Mstep: Class 11 contains 55351 members 
Mstep: Class 12 contains 2862 members 
Mstep: Class 13 contains 5799 members 
Mstep: Class 14 contains 53743 members 
Mstep: Class 15 contains 12469 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 25481 members 
Mstep: Class 18 contains 101805 members 
Mstep: Class 19 contains 2951 members 
Mstep: Class 20 contains 5617 members 
Mstep: Class 21 contains 40707 members 
Mstep: Class 22 contains 1374 members 
Mstep: Class 23 contains 3140 members 
Mstep: Class 24 contains 8759 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3756 members 
Mstep: Class 27 contains 2189 members 
Mstep: Class 28 contains 14633 members 
Mstep: Class 29 contains 23119 members 
Mstep: Class 30 contains 3109 members 
Mstep: Class 31 contains 13528 members 
Mstep: Class 32 contains 8064 members 
Mstep: Class 33 contains 66919 members 
Mstep: Class 34 contains 26308 members 
Mstep: Class 35 contains 15456 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18495 members 
Mstep: Class 38 contains 1791 members 
Mstep: Class 39 contains 2441 members 
Mstep: Class 40 contains 589 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 12605 members 
Mstep: Class 44 contains 3534 members 
Mstep: Class 45 contains 5485 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18613 members 
Mstep: Class 48 contains 3534 members 
Mstep: Class 49 contains 1638 members 
Mstep: Class 50 contains 1959 members 
Mstep: Class 51 contains 33288 members 
Mstep: Class 52 contains 8362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115180936.000000 Penalty: 179445.484375
Iteration 169Q: 53 clusters Score -1.151809e+08 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157959 members 
Mstep: Class 2 contains 2842 members 
Mstep: Class 3 contains 13077 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 22431 members 
Mstep: Class 6 contains 72478 members 
Mstep: Class 7 contains 9948 members 
Mstep: Class 8 contains 1561 members 
Mstep: Class 9 contains 181622 members 
Mstep: Class 10 contains 12695 members 
Mstep: Class 11 contains 55408 members 
Mstep: Class 12 contains 2844 members 
Mstep: Class 13 contains 5799 members 
Mstep: Class 14 contains 53521 members 
Mstep: Class 15 contains 12463 members 
Mstep: Class 16 contains 7295 members 
Mstep: Class 17 contains 25475 members 
Mstep: Class 18 contains 101856 members 
Mstep: Class 19 contains 2955 members 
Mstep: Class 20 contains 5616 members 
Mstep: Class 21 contains 40707 members 
Mstep: Class 22 contains 1374 members 
Mstep: Class 23 contains 3140 members 
Mstep: Class 24 contains 8762 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3756 members 
Mstep: Class 27 contains 2191 members 
Mstep: Class 28 contains 14612 members 
Mstep: Class 29 contains 23115 members 
Mstep: Class 30 contains 3107 members 
Mstep: Class 31 contains 13539 members 
Mstep: Class 32 contains 8064 members 
Mstep: Class 33 contains 66919 members 
Mstep: Class 34 contains 26309 members 
Mstep: Class 35 contains 15432 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18504 members 
Mstep: Class 38 contains 1791 members 
Mstep: Class 39 contains 2441 members 
Mstep: Class 40 contains 588 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 12644 members 
Mstep: Class 44 contains 3534 members 
Mstep: Class 45 contains 5501 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18638 members 
Mstep: Class 48 contains 3537 members 
Mstep: Class 49 contains 1638 members 
Mstep: Class 50 contains 1959 members 
Mstep: Class 51 contains 33285 members 
Mstep: Class 52 contains 8353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181264.000000 Penalty: 179445.484375
Iteration 170Q: 53 clusters Score -1.151813e+08 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157932 members 
Mstep: Class 2 contains 2844 members 
Mstep: Class 3 contains 13055 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 22481 members 
Mstep: Class 6 contains 72477 members 
Mstep: Class 7 contains 9997 members 
Mstep: Class 8 contains 1568 members 
Mstep: Class 9 contains 181655 members 
Mstep: Class 10 contains 12693 members 
Mstep: Class 11 contains 55459 members 
Mstep: Class 12 contains 2831 members 
Mstep: Class 13 contains 5797 members 
Mstep: Class 14 contains 53291 members 
Mstep: Class 15 contains 12456 members 
Mstep: Class 16 contains 7317 members 
Mstep: Class 17 contains 25473 members 
Mstep: Class 18 contains 101930 members 
Mstep: Class 19 contains 2957 members 
Mstep: Class 20 contains 5614 members 
Mstep: Class 21 contains 40677 members 
Mstep: Class 22 contains 1374 members 
Mstep: Class 23 contains 3141 members 
Mstep: Class 24 contains 8762 members 
Mstep: Class 25 contains 4296 members 
Mstep: Class 26 contains 3756 members 
Mstep: Class 27 contains 2192 members 
Mstep: Class 28 contains 14587 members 
Mstep: Class 29 contains 23103 members 
Mstep: Class 30 contains 3104 members 
Mstep: Class 31 contains 13545 members 
Mstep: Class 32 contains 8063 members 
Mstep: Class 33 contains 66933 members 
Mstep: Class 34 contains 26305 members 
Mstep: Class 35 contains 15423 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18509 members 
Mstep: Class 38 contains 1791 members 
Mstep: Class 39 contains 2441 members 
Mstep: Class 40 contains 588 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 12694 members 
Mstep: Class 44 contains 3534 members 
Mstep: Class 45 contains 5513 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18663 members 
Mstep: Class 48 contains 3542 members 
Mstep: Class 49 contains 1637 members 
Mstep: Class 50 contains 1959 members 
Mstep: Class 51 contains 33282 members 
Mstep: Class 52 contains 8342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181328.000000 Penalty: 179445.484375
Iteration 171Q: 53 clusters Score -1.151813e+08 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157902 members 
Mstep: Class 2 contains 2848 members 
Mstep: Class 3 contains 13044 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 22504 members 
Mstep: Class 6 contains 72474 members 
Mstep: Class 7 contains 10061 members 
Mstep: Class 8 contains 1570 members 
Mstep: Class 9 contains 181687 members 
Mstep: Class 10 contains 12692 members 
Mstep: Class 11 contains 55498 members 
Mstep: Class 12 contains 2816 members 
Mstep: Class 13 contains 5796 members 
Mstep: Class 14 contains 53088 members 
Mstep: Class 15 contains 12450 members 
Mstep: Class 16 contains 7344 members 
Mstep: Class 17 contains 25480 members 
Mstep: Class 18 contains 101990 members 
Mstep: Class 19 contains 2957 members 
Mstep: Class 20 contains 5611 members 
Mstep: Class 21 contains 40649 members 
Mstep: Class 22 contains 1375 members 
Mstep: Class 23 contains 3141 members 
Mstep: Class 24 contains 8763 members 
Mstep: Class 25 contains 4294 members 
Mstep: Class 26 contains 3756 members 
Mstep: Class 27 contains 2191 members 
Mstep: Class 28 contains 14568 members 
Mstep: Class 29 contains 23098 members 
Mstep: Class 30 contains 3102 members 
Mstep: Class 31 contains 13547 members 
Mstep: Class 32 contains 8064 members 
Mstep: Class 33 contains 66967 members 
Mstep: Class 34 contains 26308 members 
Mstep: Class 35 contains 15409 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18516 members 
Mstep: Class 38 contains 1791 members 
Mstep: Class 39 contains 2441 members 
Mstep: Class 40 contains 588 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 12725 members 
Mstep: Class 44 contains 3534 members 
Mstep: Class 45 contains 5526 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18682 members 
Mstep: Class 48 contains 3544 members 
Mstep: Class 49 contains 1637 members 
Mstep: Class 50 contains 1958 members 
Mstep: Class 51 contains 33269 members 
Mstep: Class 52 contains 8328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181288.000000 Penalty: 179445.484375
Iteration 172Q: 53 clusters Score -1.151813e+08 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157874 members 
Mstep: Class 2 contains 2852 members 
Mstep: Class 3 contains 13026 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 22527 members 
Mstep: Class 6 contains 72475 members 
Mstep: Class 7 contains 10120 members 
Mstep: Class 8 contains 1573 members 
Mstep: Class 9 contains 181695 members 
Mstep: Class 10 contains 12694 members 
Mstep: Class 11 contains 55545 members 
Mstep: Class 12 contains 2808 members 
Mstep: Class 13 contains 5796 members 
Mstep: Class 14 contains 52894 members 
Mstep: Class 15 contains 12443 members 
Mstep: Class 16 contains 7363 members 
Mstep: Class 17 contains 25482 members 
Mstep: Class 18 contains 102040 members 
Mstep: Class 19 contains 2963 members 
Mstep: Class 20 contains 5609 members 
Mstep: Class 21 contains 40634 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 8766 members 
Mstep: Class 25 contains 4292 members 
Mstep: Class 26 contains 3756 members 
Mstep: Class 27 contains 2190 members 
Mstep: Class 28 contains 14543 members 
Mstep: Class 29 contains 23099 members 
Mstep: Class 30 contains 3103 members 
Mstep: Class 31 contains 13552 members 
Mstep: Class 32 contains 8064 members 
Mstep: Class 33 contains 66981 members 
Mstep: Class 34 contains 26306 members 
Mstep: Class 35 contains 15394 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18528 members 
Mstep: Class 38 contains 1791 members 
Mstep: Class 39 contains 2441 members 
Mstep: Class 40 contains 588 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 12760 members 
Mstep: Class 44 contains 3534 members 
Mstep: Class 45 contains 5536 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18691 members 
Mstep: Class 48 contains 3549 members 
Mstep: Class 49 contains 1637 members 
Mstep: Class 50 contains 1957 members 
Mstep: Class 51 contains 33272 members 
Mstep: Class 52 contains 8320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181424.000000 Penalty: 179445.484375
Iteration 173Q: 53 clusters Score -1.151814e+08 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157855 members 
Mstep: Class 2 contains 2856 members 
Mstep: Class 3 contains 13002 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 22558 members 
Mstep: Class 6 contains 72480 members 
Mstep: Class 7 contains 10177 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 181714 members 
Mstep: Class 10 contains 12692 members 
Mstep: Class 11 contains 55595 members 
Mstep: Class 12 contains 2803 members 
Mstep: Class 13 contains 5796 members 
Mstep: Class 14 contains 52707 members 
Mstep: Class 15 contains 12439 members 
Mstep: Class 16 contains 7386 members 
Mstep: Class 17 contains 25477 members 
Mstep: Class 18 contains 102088 members 
Mstep: Class 19 contains 2963 members 
Mstep: Class 20 contains 5609 members 
Mstep: Class 21 contains 40599 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 8773 members 
Mstep: Class 25 contains 4294 members 
Mstep: Class 26 contains 3756 members 
Mstep: Class 27 contains 2192 members 
Mstep: Class 28 contains 14530 members 
Mstep: Class 29 contains 23098 members 
Mstep: Class 30 contains 3101 members 
Mstep: Class 31 contains 13563 members 
Mstep: Class 32 contains 8066 members 
Mstep: Class 33 contains 66992 members 
Mstep: Class 34 contains 26303 members 
Mstep: Class 35 contains 15384 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18536 members 
Mstep: Class 38 contains 1790 members 
Mstep: Class 39 contains 2441 members 
Mstep: Class 40 contains 588 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 12789 members 
Mstep: Class 44 contains 3535 members 
Mstep: Class 45 contains 5547 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18691 members 
Mstep: Class 48 contains 3555 members 
Mstep: Class 49 contains 1637 members 
Mstep: Class 50 contains 1955 members 
Mstep: Class 51 contains 33264 members 
Mstep: Class 52 contains 8312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181320.000000 Penalty: 179445.484375
Iteration 174Q: 53 clusters Score -1.151813e+08 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157824 members 
Mstep: Class 2 contains 2859 members 
Mstep: Class 3 contains 12996 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 22578 members 
Mstep: Class 6 contains 72480 members 
Mstep: Class 7 contains 10224 members 
Mstep: Class 8 contains 1581 members 
Mstep: Class 9 contains 181727 members 
Mstep: Class 10 contains 12692 members 
Mstep: Class 11 contains 55642 members 
Mstep: Class 12 contains 2799 members 
Mstep: Class 13 contains 5796 members 
Mstep: Class 14 contains 52526 members 
Mstep: Class 15 contains 12439 members 
Mstep: Class 16 contains 7405 members 
Mstep: Class 17 contains 25477 members 
Mstep: Class 18 contains 102128 members 
Mstep: Class 19 contains 2966 members 
Mstep: Class 20 contains 5607 members 
Mstep: Class 21 contains 40595 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 8781 members 
Mstep: Class 25 contains 4293 members 
Mstep: Class 26 contains 3756 members 
Mstep: Class 27 contains 2192 members 
Mstep: Class 28 contains 14519 members 
Mstep: Class 29 contains 23115 members 
Mstep: Class 30 contains 3098 members 
Mstep: Class 31 contains 13575 members 
Mstep: Class 32 contains 8068 members 
Mstep: Class 33 contains 67001 members 
Mstep: Class 34 contains 26297 members 
Mstep: Class 35 contains 15364 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18544 members 
Mstep: Class 38 contains 1790 members 
Mstep: Class 39 contains 2441 members 
Mstep: Class 40 contains 588 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 12809 members 
Mstep: Class 44 contains 3536 members 
Mstep: Class 45 contains 5552 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18694 members 
Mstep: Class 48 contains 3558 members 
Mstep: Class 49 contains 1637 members 
Mstep: Class 50 contains 1953 members 
Mstep: Class 51 contains 33258 members 
Mstep: Class 52 contains 8303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181344.000000 Penalty: 179445.484375
Iteration 175Q: 53 clusters Score -1.151813e+08 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157802 members 
Mstep: Class 2 contains 2862 members 
Mstep: Class 3 contains 12980 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 22597 members 
Mstep: Class 6 contains 72479 members 
Mstep: Class 7 contains 10271 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 181744 members 
Mstep: Class 10 contains 12694 members 
Mstep: Class 11 contains 55709 members 
Mstep: Class 12 contains 2796 members 
Mstep: Class 13 contains 5796 members 
Mstep: Class 14 contains 52356 members 
Mstep: Class 15 contains 12437 members 
Mstep: Class 16 contains 7416 members 
Mstep: Class 17 contains 25473 members 
Mstep: Class 18 contains 102186 members 
Mstep: Class 19 contains 2968 members 
Mstep: Class 20 contains 5609 members 
Mstep: Class 21 contains 40579 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 8786 members 
Mstep: Class 25 contains 4290 members 
Mstep: Class 26 contains 3756 members 
Mstep: Class 27 contains 2192 members 
Mstep: Class 28 contains 14506 members 
Mstep: Class 29 contains 23114 members 
Mstep: Class 30 contains 3096 members 
Mstep: Class 31 contains 13573 members 
Mstep: Class 32 contains 8067 members 
Mstep: Class 33 contains 67019 members 
Mstep: Class 34 contains 26294 members 
Mstep: Class 35 contains 15335 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18549 members 
Mstep: Class 38 contains 1790 members 
Mstep: Class 39 contains 2441 members 
Mstep: Class 40 contains 588 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 12823 members 
Mstep: Class 44 contains 3536 members 
Mstep: Class 45 contains 5567 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18696 members 
Mstep: Class 48 contains 3562 members 
Mstep: Class 49 contains 1637 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33257 members 
Mstep: Class 52 contains 8295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181256.000000 Penalty: 179445.484375
Iteration 176Q: 53 clusters Score -1.151813e+08 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157771 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 12956 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 22617 members 
Mstep: Class 6 contains 72482 members 
Mstep: Class 7 contains 10324 members 
Mstep: Class 8 contains 1595 members 
Mstep: Class 9 contains 181757 members 
Mstep: Class 10 contains 12695 members 
Mstep: Class 11 contains 55788 members 
Mstep: Class 12 contains 2794 members 
Mstep: Class 13 contains 5796 members 
Mstep: Class 14 contains 52168 members 
Mstep: Class 15 contains 12438 members 
Mstep: Class 16 contains 7428 members 
Mstep: Class 17 contains 25465 members 
Mstep: Class 18 contains 102252 members 
Mstep: Class 19 contains 2975 members 
Mstep: Class 20 contains 5609 members 
Mstep: Class 21 contains 40544 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 8787 members 
Mstep: Class 25 contains 4288 members 
Mstep: Class 26 contains 3756 members 
Mstep: Class 27 contains 2192 members 
Mstep: Class 28 contains 14504 members 
Mstep: Class 29 contains 23114 members 
Mstep: Class 30 contains 3093 members 
Mstep: Class 31 contains 13582 members 
Mstep: Class 32 contains 8067 members 
Mstep: Class 33 contains 67033 members 
Mstep: Class 34 contains 26293 members 
Mstep: Class 35 contains 15320 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18555 members 
Mstep: Class 38 contains 1790 members 
Mstep: Class 39 contains 2441 members 
Mstep: Class 40 contains 588 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 12843 members 
Mstep: Class 44 contains 3535 members 
Mstep: Class 45 contains 5576 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18702 members 
Mstep: Class 48 contains 3564 members 
Mstep: Class 49 contains 1637 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33245 members 
Mstep: Class 52 contains 8290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181240.000000 Penalty: 179445.484375
Iteration 177Q: 53 clusters Score -1.151812e+08 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157749 members 
Mstep: Class 2 contains 2864 members 
Mstep: Class 3 contains 12925 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 22639 members 
Mstep: Class 6 contains 72487 members 
Mstep: Class 7 contains 10381 members 
Mstep: Class 8 contains 1601 members 
Mstep: Class 9 contains 181775 members 
Mstep: Class 10 contains 12696 members 
Mstep: Class 11 contains 55862 members 
Mstep: Class 12 contains 2788 members 
Mstep: Class 13 contains 5796 members 
Mstep: Class 14 contains 52008 members 
Mstep: Class 15 contains 12431 members 
Mstep: Class 16 contains 7441 members 
Mstep: Class 17 contains 25459 members 
Mstep: Class 18 contains 102323 members 
Mstep: Class 19 contains 2975 members 
Mstep: Class 20 contains 5610 members 
Mstep: Class 21 contains 40500 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 8789 members 
Mstep: Class 25 contains 4283 members 
Mstep: Class 26 contains 3756 members 
Mstep: Class 27 contains 2191 members 
Mstep: Class 28 contains 14494 members 
Mstep: Class 29 contains 23112 members 
Mstep: Class 30 contains 3090 members 
Mstep: Class 31 contains 13580 members 
Mstep: Class 32 contains 8066 members 
Mstep: Class 33 contains 67041 members 
Mstep: Class 34 contains 26292 members 
Mstep: Class 35 contains 15302 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18560 members 
Mstep: Class 38 contains 1790 members 
Mstep: Class 39 contains 2441 members 
Mstep: Class 40 contains 588 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 12870 members 
Mstep: Class 44 contains 3534 members 
Mstep: Class 45 contains 5589 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18703 members 
Mstep: Class 48 contains 3567 members 
Mstep: Class 49 contains 1637 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33243 members 
Mstep: Class 52 contains 8284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181056.000000 Penalty: 179445.484375
Iteration 178Q: 53 clusters Score -1.151811e+08 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157727 members 
Mstep: Class 2 contains 2866 members 
Mstep: Class 3 contains 12902 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 22666 members 
Mstep: Class 6 contains 72487 members 
Mstep: Class 7 contains 10450 members 
Mstep: Class 8 contains 1605 members 
Mstep: Class 9 contains 181792 members 
Mstep: Class 10 contains 12693 members 
Mstep: Class 11 contains 55924 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 5796 members 
Mstep: Class 14 contains 51844 members 
Mstep: Class 15 contains 12421 members 
Mstep: Class 16 contains 7446 members 
Mstep: Class 17 contains 25452 members 
Mstep: Class 18 contains 102389 members 
Mstep: Class 19 contains 2975 members 
Mstep: Class 20 contains 5610 members 
Mstep: Class 21 contains 40451 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 8791 members 
Mstep: Class 25 contains 4280 members 
Mstep: Class 26 contains 3756 members 
Mstep: Class 27 contains 2192 members 
Mstep: Class 28 contains 14489 members 
Mstep: Class 29 contains 23101 members 
Mstep: Class 30 contains 3085 members 
Mstep: Class 31 contains 13580 members 
Mstep: Class 32 contains 8065 members 
Mstep: Class 33 contains 67055 members 
Mstep: Class 34 contains 26291 members 
Mstep: Class 35 contains 15292 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18570 members 
Mstep: Class 38 contains 1790 members 
Mstep: Class 39 contains 2441 members 
Mstep: Class 40 contains 588 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 12902 members 
Mstep: Class 44 contains 3535 members 
Mstep: Class 45 contains 5593 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18705 members 
Mstep: Class 48 contains 3573 members 
Mstep: Class 49 contains 1637 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33244 members 
Mstep: Class 52 contains 8277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181096.000000 Penalty: 179445.484375
Iteration 179Q: 53 clusters Score -1.151811e+08 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157703 members 
Mstep: Class 2 contains 2867 members 
Mstep: Class 3 contains 12881 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 22698 members 
Mstep: Class 6 contains 72485 members 
Mstep: Class 7 contains 10504 members 
Mstep: Class 8 contains 1610 members 
Mstep: Class 9 contains 181805 members 
Mstep: Class 10 contains 12691 members 
Mstep: Class 11 contains 55983 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 5796 members 
Mstep: Class 14 contains 51712 members 
Mstep: Class 15 contains 12413 members 
Mstep: Class 16 contains 7453 members 
Mstep: Class 17 contains 25456 members 
Mstep: Class 18 contains 102450 members 
Mstep: Class 19 contains 2972 members 
Mstep: Class 20 contains 5611 members 
Mstep: Class 21 contains 40396 members 
Mstep: Class 22 contains 1375 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 8792 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 3756 members 
Mstep: Class 27 contains 2192 members 
Mstep: Class 28 contains 14485 members 
Mstep: Class 29 contains 23087 members 
Mstep: Class 30 contains 3084 members 
Mstep: Class 31 contains 13579 members 
Mstep: Class 32 contains 8063 members 
Mstep: Class 33 contains 67063 members 
Mstep: Class 34 contains 26290 members 
Mstep: Class 35 contains 15287 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18576 members 
Mstep: Class 38 contains 1790 members 
Mstep: Class 39 contains 2441 members 
Mstep: Class 40 contains 588 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 12925 members 
Mstep: Class 44 contains 3537 members 
Mstep: Class 45 contains 5598 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18712 members 
Mstep: Class 48 contains 3574 members 
Mstep: Class 49 contains 1637 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33240 members 
Mstep: Class 52 contains 8268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115180976.000000 Penalty: 179445.484375
Iteration 180F: 53 clusters Score -1.15181e+08 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157690 members 
Mstep: Class 2 contains 2868 members 
Mstep: Class 3 contains 12855 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 22728 members 
Mstep: Class 6 contains 72481 members 
Mstep: Class 7 contains 10555 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 181808 members 
Mstep: Class 10 contains 12690 members 
Mstep: Class 11 contains 56055 members 
Mstep: Class 12 contains 2775 members 
Mstep: Class 13 contains 5796 members 
Mstep: Class 14 contains 51582 members 
Mstep: Class 15 contains 12407 members 
Mstep: Class 16 contains 7460 members 
Mstep: Class 17 contains 25459 members 
Mstep: Class 18 contains 102520 members 
Mstep: Class 19 contains 2974 members 
Mstep: Class 20 contains 5611 members 
Mstep: Class 21 contains 40330 members 
Mstep: Class 22 contains 1375 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 8792 members 
Mstep: Class 25 contains 4280 members 
Mstep: Class 26 contains 3756 members 
Mstep: Class 27 contains 2192 members 
Mstep: Class 28 contains 14482 members 
Mstep: Class 29 contains 23074 members 
Mstep: Class 30 contains 3083 members 
Mstep: Class 31 contains 13578 members 
Mstep: Class 32 contains 8063 members 
Mstep: Class 33 contains 67080 members 
Mstep: Class 34 contains 26284 members 
Mstep: Class 35 contains 15275 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18572 members 
Mstep: Class 38 contains 1790 members 
Mstep: Class 39 contains 2441 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 12963 members 
Mstep: Class 44 contains 3538 members 
Mstep: Class 45 contains 5604 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18710 members 
Mstep: Class 48 contains 3578 members 
Mstep: Class 49 contains 1637 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33240 members 
Mstep: Class 52 contains 8255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115180944.000000 Penalty: 179445.484375
Iteration 181Q: 53 clusters Score -1.151809e+08 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157658 members 
Mstep: Class 2 contains 2871 members 
Mstep: Class 3 contains 12834 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 22768 members 
Mstep: Class 6 contains 72476 members 
Mstep: Class 7 contains 10608 members 
Mstep: Class 8 contains 1619 members 
Mstep: Class 9 contains 181809 members 
Mstep: Class 10 contains 12687 members 
Mstep: Class 11 contains 56128 members 
Mstep: Class 12 contains 2771 members 
Mstep: Class 13 contains 5797 members 
Mstep: Class 14 contains 51456 members 
Mstep: Class 15 contains 12400 members 
Mstep: Class 16 contains 7471 members 
Mstep: Class 17 contains 25461 members 
Mstep: Class 18 contains 102581 members 
Mstep: Class 19 contains 2971 members 
Mstep: Class 20 contains 5609 members 
Mstep: Class 21 contains 40269 members 
Mstep: Class 22 contains 1375 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 8792 members 
Mstep: Class 25 contains 4280 members 
Mstep: Class 26 contains 3756 members 
Mstep: Class 27 contains 2193 members 
Mstep: Class 28 contains 14477 members 
Mstep: Class 29 contains 23073 members 
Mstep: Class 30 contains 3082 members 
Mstep: Class 31 contains 13573 members 
Mstep: Class 32 contains 8063 members 
Mstep: Class 33 contains 67086 members 
Mstep: Class 34 contains 26283 members 
Mstep: Class 35 contains 15269 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18568 members 
Mstep: Class 38 contains 1790 members 
Mstep: Class 39 contains 2441 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 12999 members 
Mstep: Class 44 contains 3538 members 
Mstep: Class 45 contains 5612 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18710 members 
Mstep: Class 48 contains 3579 members 
Mstep: Class 49 contains 1637 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33239 members 
Mstep: Class 52 contains 8242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115180848.000000 Penalty: 179445.484375
Iteration 182Q: 53 clusters Score -1.151808e+08 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157619 members 
Mstep: Class 2 contains 2875 members 
Mstep: Class 3 contains 12821 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 22807 members 
Mstep: Class 6 contains 72476 members 
Mstep: Class 7 contains 10652 members 
Mstep: Class 8 contains 1619 members 
Mstep: Class 9 contains 181813 members 
Mstep: Class 10 contains 12685 members 
Mstep: Class 11 contains 56210 members 
Mstep: Class 12 contains 2770 members 
Mstep: Class 13 contains 5797 members 
Mstep: Class 14 contains 51342 members 
Mstep: Class 15 contains 12388 members 
Mstep: Class 16 contains 7477 members 
Mstep: Class 17 contains 25448 members 
Mstep: Class 18 contains 102638 members 
Mstep: Class 19 contains 2971 members 
Mstep: Class 20 contains 5608 members 
Mstep: Class 21 contains 40224 members 
Mstep: Class 22 contains 1375 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 8790 members 
Mstep: Class 25 contains 4280 members 
Mstep: Class 26 contains 3756 members 
Mstep: Class 27 contains 2192 members 
Mstep: Class 28 contains 14471 members 
Mstep: Class 29 contains 23064 members 
Mstep: Class 30 contains 3082 members 
Mstep: Class 31 contains 13565 members 
Mstep: Class 32 contains 8063 members 
Mstep: Class 33 contains 67092 members 
Mstep: Class 34 contains 26277 members 
Mstep: Class 35 contains 15267 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18573 members 
Mstep: Class 38 contains 1790 members 
Mstep: Class 39 contains 2441 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13032 members 
Mstep: Class 44 contains 3538 members 
Mstep: Class 45 contains 5618 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18714 members 
Mstep: Class 48 contains 3583 members 
Mstep: Class 49 contains 1637 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33234 members 
Mstep: Class 52 contains 8227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181152.000000 Penalty: 179445.484375
Iteration 183Q: 53 clusters Score -1.151812e+08 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157581 members 
Mstep: Class 2 contains 2878 members 
Mstep: Class 3 contains 12807 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 22833 members 
Mstep: Class 6 contains 72473 members 
Mstep: Class 7 contains 10688 members 
Mstep: Class 8 contains 1620 members 
Mstep: Class 9 contains 181836 members 
Mstep: Class 10 contains 12685 members 
Mstep: Class 11 contains 56276 members 
Mstep: Class 12 contains 2767 members 
Mstep: Class 13 contains 5797 members 
Mstep: Class 14 contains 51211 members 
Mstep: Class 15 contains 12383 members 
Mstep: Class 16 contains 7477 members 
Mstep: Class 17 contains 25443 members 
Mstep: Class 18 contains 102691 members 
Mstep: Class 19 contains 2970 members 
Mstep: Class 20 contains 5608 members 
Mstep: Class 21 contains 40181 members 
Mstep: Class 22 contains 1375 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 8795 members 
Mstep: Class 25 contains 4279 members 
Mstep: Class 26 contains 3756 members 
Mstep: Class 27 contains 2192 members 
Mstep: Class 28 contains 14467 members 
Mstep: Class 29 contains 23051 members 
Mstep: Class 30 contains 3081 members 
Mstep: Class 31 contains 13558 members 
Mstep: Class 32 contains 8063 members 
Mstep: Class 33 contains 67116 members 
Mstep: Class 34 contains 26275 members 
Mstep: Class 35 contains 15260 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18584 members 
Mstep: Class 38 contains 1790 members 
Mstep: Class 39 contains 2441 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13071 members 
Mstep: Class 44 contains 3538 members 
Mstep: Class 45 contains 5625 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18720 members 
Mstep: Class 48 contains 3586 members 
Mstep: Class 49 contains 1637 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33227 members 
Mstep: Class 52 contains 8209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181168.000000 Penalty: 179445.484375
Iteration 184Q: 53 clusters Score -1.151812e+08 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157551 members 
Mstep: Class 2 contains 2880 members 
Mstep: Class 3 contains 12774 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 22865 members 
Mstep: Class 6 contains 72472 members 
Mstep: Class 7 contains 10738 members 
Mstep: Class 8 contains 1622 members 
Mstep: Class 9 contains 181841 members 
Mstep: Class 10 contains 12685 members 
Mstep: Class 11 contains 56366 members 
Mstep: Class 12 contains 2763 members 
Mstep: Class 13 contains 5797 members 
Mstep: Class 14 contains 51075 members 
Mstep: Class 15 contains 12377 members 
Mstep: Class 16 contains 7481 members 
Mstep: Class 17 contains 25441 members 
Mstep: Class 18 contains 102741 members 
Mstep: Class 19 contains 2970 members 
Mstep: Class 20 contains 5608 members 
Mstep: Class 21 contains 40148 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 8800 members 
Mstep: Class 25 contains 4276 members 
Mstep: Class 26 contains 3756 members 
Mstep: Class 27 contains 2192 members 
Mstep: Class 28 contains 14459 members 
Mstep: Class 29 contains 23041 members 
Mstep: Class 30 contains 3080 members 
Mstep: Class 31 contains 13539 members 
Mstep: Class 32 contains 8063 members 
Mstep: Class 33 contains 67129 members 
Mstep: Class 34 contains 26272 members 
Mstep: Class 35 contains 15243 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18590 members 
Mstep: Class 38 contains 1790 members 
Mstep: Class 39 contains 2441 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13115 members 
Mstep: Class 44 contains 3538 members 
Mstep: Class 45 contains 5634 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18727 members 
Mstep: Class 48 contains 3586 members 
Mstep: Class 49 contains 1637 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33224 members 
Mstep: Class 52 contains 8198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115180864.000000 Penalty: 179445.484375
Iteration 185Q: 53 clusters Score -1.151809e+08 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157537 members 
Mstep: Class 2 contains 2884 members 
Mstep: Class 3 contains 12736 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 22904 members 
Mstep: Class 6 contains 72474 members 
Mstep: Class 7 contains 10767 members 
Mstep: Class 8 contains 1621 members 
Mstep: Class 9 contains 181846 members 
Mstep: Class 10 contains 12685 members 
Mstep: Class 11 contains 56429 members 
Mstep: Class 12 contains 2758 members 
Mstep: Class 13 contains 5796 members 
Mstep: Class 14 contains 50921 members 
Mstep: Class 15 contains 12371 members 
Mstep: Class 16 contains 7484 members 
Mstep: Class 17 contains 25436 members 
Mstep: Class 18 contains 102790 members 
Mstep: Class 19 contains 2973 members 
Mstep: Class 20 contains 5608 members 
Mstep: Class 21 contains 40117 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 8805 members 
Mstep: Class 25 contains 4273 members 
Mstep: Class 26 contains 3756 members 
Mstep: Class 27 contains 2193 members 
Mstep: Class 28 contains 14449 members 
Mstep: Class 29 contains 23032 members 
Mstep: Class 30 contains 3080 members 
Mstep: Class 31 contains 13527 members 
Mstep: Class 32 contains 8063 members 
Mstep: Class 33 contains 67148 members 
Mstep: Class 34 contains 26268 members 
Mstep: Class 35 contains 15243 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18602 members 
Mstep: Class 38 contains 1790 members 
Mstep: Class 39 contains 2441 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13163 members 
Mstep: Class 44 contains 3538 members 
Mstep: Class 45 contains 5648 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18732 members 
Mstep: Class 48 contains 3584 members 
Mstep: Class 49 contains 1637 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33228 members 
Mstep: Class 52 contains 8188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181024.000000 Penalty: 179445.484375
Iteration 186Q: 53 clusters Score -1.15181e+08 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157526 members 
Mstep: Class 2 contains 2890 members 
Mstep: Class 3 contains 12701 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 22948 members 
Mstep: Class 6 contains 72475 members 
Mstep: Class 7 contains 10794 members 
Mstep: Class 8 contains 1621 members 
Mstep: Class 9 contains 181853 members 
Mstep: Class 10 contains 12684 members 
Mstep: Class 11 contains 56490 members 
Mstep: Class 12 contains 2753 members 
Mstep: Class 13 contains 5796 members 
Mstep: Class 14 contains 50766 members 
Mstep: Class 15 contains 12365 members 
Mstep: Class 16 contains 7486 members 
Mstep: Class 17 contains 25430 members 
Mstep: Class 18 contains 102831 members 
Mstep: Class 19 contains 2977 members 
Mstep: Class 20 contains 5607 members 
Mstep: Class 21 contains 40072 members 
Mstep: Class 22 contains 1377 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 8812 members 
Mstep: Class 25 contains 4275 members 
Mstep: Class 26 contains 3756 members 
Mstep: Class 27 contains 2194 members 
Mstep: Class 28 contains 14442 members 
Mstep: Class 29 contains 23040 members 
Mstep: Class 30 contains 3079 members 
Mstep: Class 31 contains 13517 members 
Mstep: Class 32 contains 8063 members 
Mstep: Class 33 contains 67166 members 
Mstep: Class 34 contains 26266 members 
Mstep: Class 35 contains 15246 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18608 members 
Mstep: Class 38 contains 1790 members 
Mstep: Class 39 contains 2441 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13198 members 
Mstep: Class 44 contains 3540 members 
Mstep: Class 45 contains 5655 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18733 members 
Mstep: Class 48 contains 3587 members 
Mstep: Class 49 contains 1637 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33236 members 
Mstep: Class 52 contains 8178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115180888.000000 Penalty: 179445.484375
Iteration 187Q: 53 clusters Score -1.151809e+08 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157499 members 
Mstep: Class 2 contains 2894 members 
Mstep: Class 3 contains 12678 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 22996 members 
Mstep: Class 6 contains 72479 members 
Mstep: Class 7 contains 10829 members 
Mstep: Class 8 contains 1621 members 
Mstep: Class 9 contains 181872 members 
Mstep: Class 10 contains 12684 members 
Mstep: Class 11 contains 56546 members 
Mstep: Class 12 contains 2748 members 
Mstep: Class 13 contains 5796 members 
Mstep: Class 14 contains 50612 members 
Mstep: Class 15 contains 12359 members 
Mstep: Class 16 contains 7488 members 
Mstep: Class 17 contains 25426 members 
Mstep: Class 18 contains 102858 members 
Mstep: Class 19 contains 2979 members 
Mstep: Class 20 contains 5608 members 
Mstep: Class 21 contains 40048 members 
Mstep: Class 22 contains 1377 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 8814 members 
Mstep: Class 25 contains 4275 members 
Mstep: Class 26 contains 3756 members 
Mstep: Class 27 contains 2197 members 
Mstep: Class 28 contains 14438 members 
Mstep: Class 29 contains 23047 members 
Mstep: Class 30 contains 3079 members 
Mstep: Class 31 contains 13511 members 
Mstep: Class 32 contains 8063 members 
Mstep: Class 33 contains 67178 members 
Mstep: Class 34 contains 26264 members 
Mstep: Class 35 contains 15242 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18617 members 
Mstep: Class 38 contains 1790 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13234 members 
Mstep: Class 44 contains 3539 members 
Mstep: Class 45 contains 5664 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18735 members 
Mstep: Class 48 contains 3585 members 
Mstep: Class 49 contains 1637 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33233 members 
Mstep: Class 52 contains 8166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181256.000000 Penalty: 179445.484375
Iteration 188Q: 53 clusters Score -1.151813e+08 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157480 members 
Mstep: Class 2 contains 2900 members 
Mstep: Class 3 contains 12657 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 23038 members 
Mstep: Class 6 contains 72481 members 
Mstep: Class 7 contains 10858 members 
Mstep: Class 8 contains 1622 members 
Mstep: Class 9 contains 181892 members 
Mstep: Class 10 contains 12685 members 
Mstep: Class 11 contains 56610 members 
Mstep: Class 12 contains 2742 members 
Mstep: Class 13 contains 5795 members 
Mstep: Class 14 contains 50456 members 
Mstep: Class 15 contains 12357 members 
Mstep: Class 16 contains 7491 members 
Mstep: Class 17 contains 25422 members 
Mstep: Class 18 contains 102901 members 
Mstep: Class 19 contains 2983 members 
Mstep: Class 20 contains 5608 members 
Mstep: Class 21 contains 40011 members 
Mstep: Class 22 contains 1377 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 8815 members 
Mstep: Class 25 contains 4274 members 
Mstep: Class 26 contains 3756 members 
Mstep: Class 27 contains 2198 members 
Mstep: Class 28 contains 14434 members 
Mstep: Class 29 contains 23051 members 
Mstep: Class 30 contains 3079 members 
Mstep: Class 31 contains 13494 members 
Mstep: Class 32 contains 8063 members 
Mstep: Class 33 contains 67193 members 
Mstep: Class 34 contains 26260 members 
Mstep: Class 35 contains 15237 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18627 members 
Mstep: Class 38 contains 1790 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13260 members 
Mstep: Class 44 contains 3539 members 
Mstep: Class 45 contains 5674 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18741 members 
Mstep: Class 48 contains 3585 members 
Mstep: Class 49 contains 1637 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33232 members 
Mstep: Class 52 contains 8156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115180992.000000 Penalty: 179445.484375
Iteration 189Q: 53 clusters Score -1.15181e+08 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157446 members 
Mstep: Class 2 contains 2905 members 
Mstep: Class 3 contains 12636 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 23100 members 
Mstep: Class 6 contains 72485 members 
Mstep: Class 7 contains 10890 members 
Mstep: Class 8 contains 1622 members 
Mstep: Class 9 contains 181897 members 
Mstep: Class 10 contains 12689 members 
Mstep: Class 11 contains 56672 members 
Mstep: Class 12 contains 2738 members 
Mstep: Class 13 contains 5795 members 
Mstep: Class 14 contains 50318 members 
Mstep: Class 15 contains 12351 members 
Mstep: Class 16 contains 7493 members 
Mstep: Class 17 contains 25421 members 
Mstep: Class 18 contains 102930 members 
Mstep: Class 19 contains 2986 members 
Mstep: Class 20 contains 5608 members 
Mstep: Class 21 contains 39975 members 
Mstep: Class 22 contains 1377 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 8818 members 
Mstep: Class 25 contains 4271 members 
Mstep: Class 26 contains 3756 members 
Mstep: Class 27 contains 2198 members 
Mstep: Class 28 contains 14428 members 
Mstep: Class 29 contains 23056 members 
Mstep: Class 30 contains 3080 members 
Mstep: Class 31 contains 13475 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67203 members 
Mstep: Class 34 contains 26258 members 
Mstep: Class 35 contains 15244 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18638 members 
Mstep: Class 38 contains 1790 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13274 members 
Mstep: Class 44 contains 3540 members 
Mstep: Class 45 contains 5679 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18749 members 
Mstep: Class 48 contains 3585 members 
Mstep: Class 49 contains 1637 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33238 members 
Mstep: Class 52 contains 8148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181032.000000 Penalty: 179445.484375
Iteration 190Q: 53 clusters Score -1.15181e+08 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157435 members 
Mstep: Class 2 contains 2905 members 
Mstep: Class 3 contains 12604 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 23158 members 
Mstep: Class 6 contains 72486 members 
Mstep: Class 7 contains 10927 members 
Mstep: Class 8 contains 1624 members 
Mstep: Class 9 contains 181902 members 
Mstep: Class 10 contains 12690 members 
Mstep: Class 11 contains 56732 members 
Mstep: Class 12 contains 2733 members 
Mstep: Class 13 contains 5795 members 
Mstep: Class 14 contains 50190 members 
Mstep: Class 15 contains 12346 members 
Mstep: Class 16 contains 7495 members 
Mstep: Class 17 contains 25419 members 
Mstep: Class 18 contains 102958 members 
Mstep: Class 19 contains 2984 members 
Mstep: Class 20 contains 5609 members 
Mstep: Class 21 contains 39938 members 
Mstep: Class 22 contains 1377 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 8818 members 
Mstep: Class 25 contains 4271 members 
Mstep: Class 26 contains 3756 members 
Mstep: Class 27 contains 2199 members 
Mstep: Class 28 contains 14422 members 
Mstep: Class 29 contains 23062 members 
Mstep: Class 30 contains 3081 members 
Mstep: Class 31 contains 13467 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67201 members 
Mstep: Class 34 contains 26256 members 
Mstep: Class 35 contains 15246 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18639 members 
Mstep: Class 38 contains 1790 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13299 members 
Mstep: Class 44 contains 3541 members 
Mstep: Class 45 contains 5688 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18754 members 
Mstep: Class 48 contains 3588 members 
Mstep: Class 49 contains 1637 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33239 members 
Mstep: Class 52 contains 8138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181048.000000 Penalty: 179445.484375
Iteration 191Q: 53 clusters Score -1.15181e+08 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157418 members 
Mstep: Class 2 contains 2908 members 
Mstep: Class 3 contains 12587 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 23203 members 
Mstep: Class 6 contains 72490 members 
Mstep: Class 7 contains 10972 members 
Mstep: Class 8 contains 1626 members 
Mstep: Class 9 contains 181913 members 
Mstep: Class 10 contains 12687 members 
Mstep: Class 11 contains 56813 members 
Mstep: Class 12 contains 2726 members 
Mstep: Class 13 contains 5795 members 
Mstep: Class 14 contains 50045 members 
Mstep: Class 15 contains 12339 members 
Mstep: Class 16 contains 7496 members 
Mstep: Class 17 contains 25419 members 
Mstep: Class 18 contains 102988 members 
Mstep: Class 19 contains 2984 members 
Mstep: Class 20 contains 5607 members 
Mstep: Class 21 contains 39887 members 
Mstep: Class 22 contains 1378 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 8823 members 
Mstep: Class 25 contains 4271 members 
Mstep: Class 26 contains 3756 members 
Mstep: Class 27 contains 2200 members 
Mstep: Class 28 contains 14419 members 
Mstep: Class 29 contains 23061 members 
Mstep: Class 30 contains 3080 members 
Mstep: Class 31 contains 13456 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67205 members 
Mstep: Class 34 contains 26256 members 
Mstep: Class 35 contains 15253 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18646 members 
Mstep: Class 38 contains 1790 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13320 members 
Mstep: Class 44 contains 3542 members 
Mstep: Class 45 contains 5695 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18752 members 
Mstep: Class 48 contains 3588 members 
Mstep: Class 49 contains 1637 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33239 members 
Mstep: Class 52 contains 8129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181120.000000 Penalty: 179445.484375
Iteration 192Q: 53 clusters Score -1.151811e+08 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157385 members 
Mstep: Class 2 contains 2910 members 
Mstep: Class 3 contains 12564 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 23264 members 
Mstep: Class 6 contains 72493 members 
Mstep: Class 7 contains 11009 members 
Mstep: Class 8 contains 1625 members 
Mstep: Class 9 contains 181921 members 
Mstep: Class 10 contains 12688 members 
Mstep: Class 11 contains 56904 members 
Mstep: Class 12 contains 2721 members 
Mstep: Class 13 contains 5795 members 
Mstep: Class 14 contains 49891 members 
Mstep: Class 15 contains 12332 members 
Mstep: Class 16 contains 7497 members 
Mstep: Class 17 contains 25413 members 
Mstep: Class 18 contains 103007 members 
Mstep: Class 19 contains 2988 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 39867 members 
Mstep: Class 22 contains 1378 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 8826 members 
Mstep: Class 25 contains 4270 members 
Mstep: Class 26 contains 3756 members 
Mstep: Class 27 contains 2201 members 
Mstep: Class 28 contains 14415 members 
Mstep: Class 29 contains 23054 members 
Mstep: Class 30 contains 3080 members 
Mstep: Class 31 contains 13452 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67204 members 
Mstep: Class 34 contains 26255 members 
Mstep: Class 35 contains 15256 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18651 members 
Mstep: Class 38 contains 1790 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13336 members 
Mstep: Class 44 contains 3544 members 
Mstep: Class 45 contains 5701 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18759 members 
Mstep: Class 48 contains 3592 members 
Mstep: Class 49 contains 1637 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33240 members 
Mstep: Class 52 contains 8123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181032.000000 Penalty: 179445.484375
Iteration 193Q: 53 clusters Score -1.15181e+08 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157360 members 
Mstep: Class 2 contains 2913 members 
Mstep: Class 3 contains 12538 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 23335 members 
Mstep: Class 6 contains 72494 members 
Mstep: Class 7 contains 11047 members 
Mstep: Class 8 contains 1625 members 
Mstep: Class 9 contains 181937 members 
Mstep: Class 10 contains 12689 members 
Mstep: Class 11 contains 56969 members 
Mstep: Class 12 contains 2715 members 
Mstep: Class 13 contains 5795 members 
Mstep: Class 14 contains 49726 members 
Mstep: Class 15 contains 12326 members 
Mstep: Class 16 contains 7499 members 
Mstep: Class 17 contains 25413 members 
Mstep: Class 18 contains 103029 members 
Mstep: Class 19 contains 2990 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 39836 members 
Mstep: Class 22 contains 1378 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 8832 members 
Mstep: Class 25 contains 4270 members 
Mstep: Class 26 contains 3756 members 
Mstep: Class 27 contains 2201 members 
Mstep: Class 28 contains 14419 members 
Mstep: Class 29 contains 23058 members 
Mstep: Class 30 contains 3079 members 
Mstep: Class 31 contains 13442 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67229 members 
Mstep: Class 34 contains 26254 members 
Mstep: Class 35 contains 15255 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18663 members 
Mstep: Class 38 contains 1790 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13348 members 
Mstep: Class 44 contains 3544 members 
Mstep: Class 45 contains 5705 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18756 members 
Mstep: Class 48 contains 3594 members 
Mstep: Class 49 contains 1637 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33237 members 
Mstep: Class 52 contains 8111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181464.000000 Penalty: 179445.484375
Iteration 194Q: 53 clusters Score -1.151815e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157333 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 12517 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 23408 members 
Mstep: Class 6 contains 72496 members 
Mstep: Class 7 contains 11076 members 
Mstep: Class 8 contains 1629 members 
Mstep: Class 9 contains 181960 members 
Mstep: Class 10 contains 12690 members 
Mstep: Class 11 contains 57018 members 
Mstep: Class 12 contains 2710 members 
Mstep: Class 13 contains 5795 members 
Mstep: Class 14 contains 49572 members 
Mstep: Class 15 contains 12324 members 
Mstep: Class 16 contains 7501 members 
Mstep: Class 17 contains 25410 members 
Mstep: Class 18 contains 103055 members 
Mstep: Class 19 contains 2993 members 
Mstep: Class 20 contains 5606 members 
Mstep: Class 21 contains 39802 members 
Mstep: Class 22 contains 1378 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 8836 members 
Mstep: Class 25 contains 4269 members 
Mstep: Class 26 contains 3756 members 
Mstep: Class 27 contains 2201 members 
Mstep: Class 28 contains 14418 members 
Mstep: Class 29 contains 23051 members 
Mstep: Class 30 contains 3078 members 
Mstep: Class 31 contains 13443 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67238 members 
Mstep: Class 34 contains 26254 members 
Mstep: Class 35 contains 15254 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18671 members 
Mstep: Class 38 contains 1790 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13369 members 
Mstep: Class 44 contains 3545 members 
Mstep: Class 45 contains 5709 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18757 members 
Mstep: Class 48 contains 3595 members 
Mstep: Class 49 contains 1637 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33237 members 
Mstep: Class 52 contains 8104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181416.000000 Penalty: 179445.484375
Iteration 195Q: 53 clusters Score -1.151814e+08 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157312 members 
Mstep: Class 2 contains 2915 members 
Mstep: Class 3 contains 12491 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 23492 members 
Mstep: Class 6 contains 72497 members 
Mstep: Class 7 contains 11104 members 
Mstep: Class 8 contains 1633 members 
Mstep: Class 9 contains 181971 members 
Mstep: Class 10 contains 12691 members 
Mstep: Class 11 contains 57059 members 
Mstep: Class 12 contains 2708 members 
Mstep: Class 13 contains 5795 members 
Mstep: Class 14 contains 49406 members 
Mstep: Class 15 contains 12321 members 
Mstep: Class 16 contains 7504 members 
Mstep: Class 17 contains 25405 members 
Mstep: Class 18 contains 103080 members 
Mstep: Class 19 contains 2994 members 
Mstep: Class 20 contains 5606 members 
Mstep: Class 21 contains 39775 members 
Mstep: Class 22 contains 1378 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 8841 members 
Mstep: Class 25 contains 4269 members 
Mstep: Class 26 contains 3755 members 
Mstep: Class 27 contains 2201 members 
Mstep: Class 28 contains 14415 members 
Mstep: Class 29 contains 23053 members 
Mstep: Class 30 contains 3079 members 
Mstep: Class 31 contains 13446 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67246 members 
Mstep: Class 34 contains 26252 members 
Mstep: Class 35 contains 15254 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18683 members 
Mstep: Class 38 contains 1790 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13398 members 
Mstep: Class 44 contains 3546 members 
Mstep: Class 45 contains 5708 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18760 members 
Mstep: Class 48 contains 3595 members 
Mstep: Class 49 contains 1637 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33241 members 
Mstep: Class 52 contains 8093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181408.000000 Penalty: 179445.484375
Iteration 196Q: 53 clusters Score -1.151814e+08 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157307 members 
Mstep: Class 2 contains 2918 members 
Mstep: Class 3 contains 12466 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 23570 members 
Mstep: Class 6 contains 72497 members 
Mstep: Class 7 contains 11127 members 
Mstep: Class 8 contains 1636 members 
Mstep: Class 9 contains 181976 members 
Mstep: Class 10 contains 12689 members 
Mstep: Class 11 contains 57109 members 
Mstep: Class 12 contains 2702 members 
Mstep: Class 13 contains 5795 members 
Mstep: Class 14 contains 49225 members 
Mstep: Class 15 contains 12319 members 
Mstep: Class 16 contains 7505 members 
Mstep: Class 17 contains 25406 members 
Mstep: Class 18 contains 103095 members 
Mstep: Class 19 contains 2994 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 39771 members 
Mstep: Class 22 contains 1378 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 8847 members 
Mstep: Class 25 contains 4269 members 
Mstep: Class 26 contains 3754 members 
Mstep: Class 27 contains 2203 members 
Mstep: Class 28 contains 14418 members 
Mstep: Class 29 contains 23059 members 
Mstep: Class 30 contains 3079 members 
Mstep: Class 31 contains 13443 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67248 members 
Mstep: Class 34 contains 26246 members 
Mstep: Class 35 contains 15255 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18690 members 
Mstep: Class 38 contains 1790 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13430 members 
Mstep: Class 44 contains 3546 members 
Mstep: Class 45 contains 5710 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18760 members 
Mstep: Class 48 contains 3595 members 
Mstep: Class 49 contains 1637 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33248 members 
Mstep: Class 52 contains 8082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181448.000000 Penalty: 179445.484375
Iteration 197Q: 53 clusters Score -1.151814e+08 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157296 members 
Mstep: Class 2 contains 2918 members 
Mstep: Class 3 contains 12453 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 23631 members 
Mstep: Class 6 contains 72496 members 
Mstep: Class 7 contains 11151 members 
Mstep: Class 8 contains 1638 members 
Mstep: Class 9 contains 181988 members 
Mstep: Class 10 contains 12687 members 
Mstep: Class 11 contains 57167 members 
Mstep: Class 12 contains 2695 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 49086 members 
Mstep: Class 15 contains 12312 members 
Mstep: Class 16 contains 7508 members 
Mstep: Class 17 contains 25407 members 
Mstep: Class 18 contains 103126 members 
Mstep: Class 19 contains 2997 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 39743 members 
Mstep: Class 22 contains 1379 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 8850 members 
Mstep: Class 25 contains 4272 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2204 members 
Mstep: Class 28 contains 14414 members 
Mstep: Class 29 contains 23059 members 
Mstep: Class 30 contains 3080 members 
Mstep: Class 31 contains 13432 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67244 members 
Mstep: Class 34 contains 26238 members 
Mstep: Class 35 contains 15253 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18696 members 
Mstep: Class 38 contains 1790 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13454 members 
Mstep: Class 44 contains 3546 members 
Mstep: Class 45 contains 5713 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18761 members 
Mstep: Class 48 contains 3595 members 
Mstep: Class 49 contains 1637 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33261 members 
Mstep: Class 52 contains 8071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181584.000000 Penalty: 179445.484375
Iteration 198Q: 53 clusters Score -1.151816e+08 nChanged 550
Entering ConstructFrom: 
Score: -115181584.000000 Penalty: 179445.484375
Entering ConstructFrom: 
Trying to split cluster 1 (157268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157268 members 
Entering Unmasked Estep 
Score: -17295932.000000 Penalty: 2967.495361
	Iteration 0F: 2 clusters Score -1.729593e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78541 members 
Mstep: Class 2 contains 78727 members 
Entering Unmasked Estep 
Score: -17190694.000000 Penalty: 5934.990723
	Iteration 0F: 3 clusters Score -1.719069e+07 nChanged 75203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78164 members 
Mstep: Class 2 contains 79104 members 
Entering Unmasked Estep 
Score: -17234538.000000 Penalty: 5934.990723
	Iteration 1F: 3 clusters Score -1.723454e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77875 members 
Mstep: Class 2 contains 79393 members 
Entering Unmasked Estep 
Score: -17235516.000000 Penalty: 5934.990723
	Iteration 2Q: 3 clusters Score -1.723552e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77544 members 
Mstep: Class 2 contains 79724 members 
Entering Unmasked Estep 
Score: -17236662.000000 Penalty: 5934.990723
	Iteration 3Q: 3 clusters Score -1.723666e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77059 members 
Mstep: Class 2 contains 80209 members 
Entering Unmasked Estep 
Score: -17238010.000000 Penalty: 5934.990723
	Iteration 4Q: 3 clusters Score -1.723801e+07 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76334 members 
Mstep: Class 2 contains 80934 members 
Entering Unmasked Estep 
Score: -17239966.000000 Penalty: 5934.990723
	Iteration 5Q: 3 clusters Score -1.723997e+07 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75185 members 
Mstep: Class 2 contains 82083 members 
Entering Unmasked Estep 
Score: -17242376.000000 Penalty: 5934.990723
	Iteration 6Q: 3 clusters Score -1.724238e+07 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73560 members 
Mstep: Class 2 contains 83708 members 
Entering Unmasked Estep 
Score: -17245534.000000 Penalty: 5934.990723
	Iteration 7Q: 3 clusters Score -1.724553e+07 nChanged 7782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71302 members 
Mstep: Class 2 contains 85966 members 
Entering Unmasked Estep 
Score: -17249894.000000 Penalty: 5934.990723
	Iteration 8Q: 3 clusters Score -1.724989e+07 nChanged 8657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68605 members 
Mstep: Class 2 contains 88663 members 
Entering Unmasked Estep 
Score: -17255192.000000 Penalty: 5934.990723
	Iteration 9F: 3 clusters Score -1.725519e+07 nChanged 8949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66044 members 
Mstep: Class 2 contains 91224 members 
Entering Unmasked Estep 
Score: -17260854.000000 Penalty: 5934.990723
	Iteration 10F: 3 clusters Score -1.726085e+07 nChanged 7953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63937 members 
Mstep: Class 2 contains 93331 members 
Entering Unmasked Estep 
Score: -17264902.000000 Penalty: 5934.990723
	Iteration 11F: 3 clusters Score -1.72649e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62255 members 
Mstep: Class 2 contains 95013 members 
Entering Unmasked Estep 
Score: -17266496.000000 Penalty: 5934.990723
	Iteration 12Q: 3 clusters Score -1.72665e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60571 members 
Mstep: Class 2 contains 96697 members 
Entering Unmasked Estep 
Score: -17267038.000000 Penalty: 5934.990723
	Iteration 13Q: 3 clusters Score -1.726704e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58841 members 
Mstep: Class 2 contains 98427 members 
Entering Unmasked Estep 
Score: -17267546.000000 Penalty: 5934.990723
	Iteration 14Q: 3 clusters Score -1.726755e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56956 members 
Mstep: Class 2 contains 100312 members 
Entering Unmasked Estep 
Score: -17267974.000000 Penalty: 5934.990723
	Iteration 15Q: 3 clusters Score -1.726797e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54947 members 
Mstep: Class 2 contains 102321 members 
Entering Unmasked Estep 
Score: -17268466.000000 Penalty: 5934.990723
	Iteration 16Q: 3 clusters Score -1.726847e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52766 members 
Mstep: Class 2 contains 104502 members 
Entering Unmasked Estep 
Score: -17269022.000000 Penalty: 5934.990723
	Iteration 17Q: 3 clusters Score -1.726902e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50384 members 
Mstep: Class 2 contains 106884 members 
Entering Unmasked Estep 
Score: -17269648.000000 Penalty: 5934.990723
	Iteration 18Q: 3 clusters Score -1.726965e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47803 members 
Mstep: Class 2 contains 109465 members 
Entering Unmasked Estep 
Score: -17270338.000000 Penalty: 5934.990723
	Iteration 19Q: 3 clusters Score -1.727034e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45025 members 
Mstep: Class 2 contains 112243 members 
Entering Unmasked Estep 
Score: -17271172.000000 Penalty: 5934.990723
	Iteration 20F: 3 clusters Score -1.727117e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42021 members 
Mstep: Class 2 contains 115247 members 
Entering Unmasked Estep 
Score: -17272136.000000 Penalty: 5934.990723
	Iteration 21Q: 3 clusters Score -1.727214e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38851 members 
Mstep: Class 2 contains 118417 members 
Entering Unmasked Estep 
Score: -17273348.000000 Penalty: 5934.990723
	Iteration 22Q: 3 clusters Score -1.727335e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 121747 members 
Entering Unmasked Estep 
Score: -17274626.000000 Penalty: 5934.990723
	Iteration 23Q: 3 clusters Score -1.727463e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 125142 members 
Entering Unmasked Estep 
Score: -17276054.000000 Penalty: 5934.990723
	Iteration 24Q: 3 clusters Score -1.727605e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 128689 members 
Entering Unmasked Estep 
Score: -17277792.000000 Penalty: 5934.990723
	Iteration 25Q: 3 clusters Score -1.727779e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 132157 members 
Entering Unmasked Estep 
Score: -17279576.000000 Penalty: 5934.990723
	Iteration 26Q: 3 clusters Score -1.727958e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 135502 members 
Entering Unmasked Estep 
Score: -17281460.000000 Penalty: 5934.990723
	Iteration 27Q: 3 clusters Score -1.728146e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 138642 members 
Entering Unmasked Estep 
Score: -17283514.000000 Penalty: 5934.990723
	Iteration 28Q: 3 clusters Score -1.728351e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 141563 members 
Entering Unmasked Estep 
Score: -17285544.000000 Penalty: 5934.990723
	Iteration 29Q: 3 clusters Score -1.728554e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 144135 members 
Entering Unmasked Estep 
Score: -17287446.000000 Penalty: 5934.990723
	Iteration 30Q: 3 clusters Score -1.728745e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 146218 members 
Entering Unmasked Estep 
Score: -17288914.000000 Penalty: 5934.990723
	Iteration 31Q: 3 clusters Score -1.728891e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 147910 members 
Entering Unmasked Estep 
Score: -17290088.000000 Penalty: 5934.990723
	Iteration 32Q: 3 clusters Score -1.729009e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 149250 members 
Entering Unmasked Estep 
Score: -17291048.000000 Penalty: 5934.990723
	Iteration 33Q: 3 clusters Score -1.729105e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 150333 members 
Entering Unmasked Estep 
Score: -17291770.000000 Penalty: 5934.990723
	Iteration 34Q: 3 clusters Score -1.729177e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 151146 members 
Entering Unmasked Estep 
Score: -17292316.000000 Penalty: 5934.990723
	Iteration 35Q: 3 clusters Score -1.729232e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 151776 members 
Entering Unmasked Estep 
Score: -17292660.000000 Penalty: 5934.990723
	Iteration 36Q: 3 clusters Score -1.729266e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 152311 members 
Entering Unmasked Estep 
Score: -17292970.000000 Penalty: 5934.990723
	Iteration 37Q: 3 clusters Score -1.729297e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 152738 members 
Entering Unmasked Estep 
Score: -17293132.000000 Penalty: 5934.990723
	Iteration 38Q: 3 clusters Score -1.729313e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 153070 members 
Entering Unmasked Estep 
Score: -17293272.000000 Penalty: 5934.990723
	Iteration 39Q: 3 clusters Score -1.729327e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 153356 members 
Entering Unmasked Estep 
Score: -17293376.000000 Penalty: 5934.990723
	Iteration 40F: 3 clusters Score -1.729338e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 153615 members 
Entering Unmasked Estep 
Score: -17293474.000000 Penalty: 5934.990723
	Iteration 41Q: 3 clusters Score -1.729347e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 153823 members 
Entering Unmasked Estep 
Score: -17293508.000000 Penalty: 5934.990723
	Iteration 42Q: 3 clusters Score -1.729351e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 153988 members 
Entering Unmasked Estep 
Score: -17293526.000000 Penalty: 5934.990723
	Iteration 43Q: 3 clusters Score -1.729353e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 154123 members 
Entering Unmasked Estep 
Score: -17293572.000000 Penalty: 5934.990723
	Iteration 44Q: 3 clusters Score -1.729357e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 154240 members 
Entering Unmasked Estep 
Score: -17293630.000000 Penalty: 5934.990723
	Iteration 45Q: 3 clusters Score -1.729363e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 154342 members 
Entering Unmasked Estep 
Score: -17293674.000000 Penalty: 5934.990723
	Iteration 46Q: 3 clusters Score -1.729367e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 154422 members 
Entering Unmasked Estep 
Score: -17293664.000000 Penalty: 5934.990723
	Iteration 47Q: 3 clusters Score -1.729366e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 154497 members 
Entering Unmasked Estep 
Score: -17293686.000000 Penalty: 5934.990723
	Iteration 48Q: 3 clusters Score -1.729369e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 154569 members 
Entering Unmasked Estep 
Score: -17293722.000000 Penalty: 5934.990723
	Iteration 49Q: 3 clusters Score -1.729372e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 154632 members 
Entering Unmasked Estep 
Score: -17293754.000000 Penalty: 5934.990723
	Iteration 50Q: 3 clusters Score -1.729375e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 154692 members 
Entering Unmasked Estep 
Score: -17293730.000000 Penalty: 5934.990723
	Iteration 51Q: 3 clusters Score -1.729373e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 154738 members 
Entering Unmasked Estep 
Score: -17293746.000000 Penalty: 5934.990723
	Iteration 52Q: 3 clusters Score -1.729375e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 154776 members 
Entering Unmasked Estep 
Score: -17293744.000000 Penalty: 5934.990723
	Iteration 53Q: 3 clusters Score -1.729374e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 154816 members 
Entering Unmasked Estep 
Score: -17293776.000000 Penalty: 5934.990723
	Iteration 54Q: 3 clusters Score -1.729378e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 154847 members 
Entering Unmasked Estep 
Score: -17293750.000000 Penalty: 5934.990723
	Iteration 55Q: 3 clusters Score -1.729375e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 154876 members 
Entering Unmasked Estep 
Score: -17293762.000000 Penalty: 5934.990723
	Iteration 56Q: 3 clusters Score -1.729376e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 154899 members 
Entering Unmasked Estep 
Score: -17293808.000000 Penalty: 5934.990723
	Iteration 57Q: 3 clusters Score -1.729381e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 154917 members 
Entering Unmasked Estep 
Score: -17293776.000000 Penalty: 5934.990723
	Iteration 58Q: 3 clusters Score -1.729378e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 154937 members 
Entering Unmasked Estep 
Score: -17293784.000000 Penalty: 5934.990723
	Iteration 59Q: 3 clusters Score -1.729378e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 154960 members 
Entering Unmasked Estep 
Score: -17293760.000000 Penalty: 5934.990723
	Iteration 60F: 3 clusters Score -1.729376e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 154981 members 
Entering Unmasked Estep 
Score: -17293762.000000 Penalty: 5934.990723
	Iteration 61Q: 3 clusters Score -1.729376e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 155001 members 
Entering Unmasked Estep 
Score: -17293786.000000 Penalty: 5934.990723
	Iteration 62Q: 3 clusters Score -1.729379e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 155028 members 
Entering Unmasked Estep 
Score: -17293736.000000 Penalty: 5934.990723
	Iteration 63Q: 3 clusters Score -1.729374e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 155051 members 
Entering Unmasked Estep 
Score: -17293748.000000 Penalty: 5934.990723
	Iteration 64Q: 3 clusters Score -1.729375e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 155063 members 
Entering Unmasked Estep 
Score: -17293744.000000 Penalty: 5934.990723
	Iteration 65Q: 3 clusters Score -1.729374e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 155073 members 
Entering Unmasked Estep 
Score: -17293756.000000 Penalty: 5934.990723
	Iteration 66Q: 3 clusters Score -1.729376e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 155082 members 
Entering Unmasked Estep 
Score: -17293766.000000 Penalty: 5934.990723
	Iteration 67Q: 3 clusters Score -1.729377e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 155091 members 
Entering Unmasked Estep 
Score: -17293760.000000 Penalty: 5934.990723
	Iteration 68Q: 3 clusters Score -1.729376e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 155103 members 
Entering Unmasked Estep 
Score: -17293762.000000 Penalty: 5934.990723
	Iteration 69Q: 3 clusters Score -1.729376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 155107 members 
Entering Unmasked Estep 
Score: -17293760.000000 Penalty: 5934.990723
	Iteration 70Q: 3 clusters Score -1.729376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 155109 members 
Entering Unmasked Estep 
Score: -17293760.000000 Penalty: 5934.990723
	Iteration 71Q: 3 clusters Score -1.729376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 155115 members 
Entering Unmasked Estep 
Score: -17293758.000000 Penalty: 5934.990723
	Iteration 72Q: 3 clusters Score -1.729376e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 155123 members 
Entering Unmasked Estep 
Score: -17293764.000000 Penalty: 5934.990723
	Iteration 73Q: 3 clusters Score -1.729376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 155129 members 
Entering Unmasked Estep 
Score: -17293762.000000 Penalty: 5934.990723
	Iteration 74Q: 3 clusters Score -1.729376e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 155134 members 
Entering Unmasked Estep 
Score: -17293754.000000 Penalty: 5934.990723
	Iteration 75Q: 3 clusters Score -1.729375e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 155137 members 
Entering Unmasked Estep 
Score: -17293772.000000 Penalty: 5934.990723
	Iteration 76Q: 3 clusters Score -1.729377e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 155144 members 
Entering Unmasked Estep 
Score: -17293776.000000 Penalty: 5934.990723
	Iteration 77Q: 3 clusters Score -1.729378e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 155154 members 
Entering Unmasked Estep 
Score: -17293758.000000 Penalty: 5934.990723
	Iteration 78Q: 3 clusters Score -1.729376e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 155161 members 
Entering Unmasked Estep 
Score: -17293768.000000 Penalty: 5934.990723
	Iteration 79Q: 3 clusters Score -1.729377e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 155169 members 
Entering Unmasked Estep 
Score: -17293800.000000 Penalty: 5934.990723
	Iteration 80F: 3 clusters Score -1.72938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 155170 members 
Entering Unmasked Estep 
Score: -17293794.000000 Penalty: 5934.990723
	Iteration 81Q: 3 clusters Score -1.729379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 155171 members 
Entering Unmasked Estep 
Score: -17293784.000000 Penalty: 5934.990723
	Iteration 82Q: 3 clusters Score -1.729378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 155172 members 
Entering Unmasked Estep 
Score: -17293794.000000 Penalty: 5934.990723
	Iteration 83Q: 3 clusters Score -1.729379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 155174 members 
Entering Unmasked Estep 
Score: -17293796.000000 Penalty: 5934.990723
	Iteration 84Q: 3 clusters Score -1.72938e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 155176 members 
Entering Unmasked Estep 
Score: -17293812.000000 Penalty: 5934.990723
	Iteration 85Q: 3 clusters Score -1.729381e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 155178 members 
Entering Unmasked Estep 
Score: -17293804.000000 Penalty: 5934.990723
	Iteration 86Q: 3 clusters Score -1.72938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 155179 members 
Entering Unmasked Estep 
Score: -17293800.000000 Penalty: 5934.990723
	Iteration 87Q: 3 clusters Score -1.72938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 155180 members 
Entering Unmasked Estep 
Score: -17293816.000000 Penalty: 5934.990723
	Iteration 88Q: 3 clusters Score -1.729382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 155182 members 
Entering Unmasked Estep 
Score: -17293812.000000 Penalty: 5934.990723
	Iteration 89Q: 3 clusters Score -1.729381e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 155185 members 
Entering Unmasked Estep 
Score: -17293826.000000 Penalty: 5934.990723
	Iteration 90Q: 3 clusters Score -1.729383e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 155186 members 
Entering Unmasked Estep 
Score: -17293822.000000 Penalty: 5934.990723
	Iteration 91Q: 3 clusters Score -1.729382e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 155186 members 
Entering Unmasked Estep 
Score: -17293822.000000 Penalty: 5934.990723
	Iteration 92F: 3 clusters Score -1.729382e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Entering Unmasked Estep 
Score: -253283.109375 Penalty: 1978.706177
	Iteration 0F: 2 clusters Score -253283.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -250135.812500 Penalty: 3957.412354
	Iteration 0F: 3 clusters Score -250135.8 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -250882.906250 Penalty: 3957.412354
	Iteration 1F: 3 clusters Score -250882.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -251136.875000 Penalty: 3957.412354
	Iteration 2F: 3 clusters Score -251136.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -251331.187500 Penalty: 3957.412354
	Iteration 3F: 3 clusters Score -251331.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -251462.156250 Penalty: 3957.412354
	Iteration 4Q: 3 clusters Score -251462.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -251566.765625 Penalty: 3957.412354
	Iteration 5Q: 3 clusters Score -251566.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -251677.218750 Penalty: 3957.412354
	Iteration 6Q: 3 clusters Score -251677.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -251762.281250 Penalty: 3957.412354
	Iteration 7Q: 3 clusters Score -251762.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -251829.765625 Penalty: 3957.412354
	Iteration 8Q: 3 clusters Score -251829.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -251884.703125 Penalty: 3957.412354
	Iteration 9Q: 3 clusters Score -251884.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -251921.578125 Penalty: 3957.412354
	Iteration 10Q: 3 clusters Score -251921.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -251959.031250 Penalty: 3957.412354
	Iteration 11Q: 3 clusters Score -251959 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -251994.171875 Penalty: 3957.412354
	Iteration 12Q: 3 clusters Score -251994.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -252023.750000 Penalty: 3957.412354
	Iteration 13Q: 3 clusters Score -252023.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -252049.234375 Penalty: 3957.412354
	Iteration 14Q: 3 clusters Score -252049.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -252072.828125 Penalty: 3957.412354
	Iteration 15Q: 3 clusters Score -252072.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -252094.968750 Penalty: 3957.412354
	Iteration 16Q: 3 clusters Score -252095 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -252110.515625 Penalty: 3957.412354
	Iteration 17Q: 3 clusters Score -252110.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -252126.281250 Penalty: 3957.412354
	Iteration 18Q: 3 clusters Score -252126.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -252136.296875 Penalty: 3957.412354
	Iteration 19Q: 3 clusters Score -252136.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -252142.093750 Penalty: 3957.412354
	Iteration 20F: 3 clusters Score -252142.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -252145.375000 Penalty: 3957.412354
	Iteration 21Q: 3 clusters Score -252145.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -252148.750000 Penalty: 3957.412354
	Iteration 22Q: 3 clusters Score -252148.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -252150.203125 Penalty: 3957.412354
	Iteration 23Q: 3 clusters Score -252150.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -252151.203125 Penalty: 3957.412354
	Iteration 24Q: 3 clusters Score -252151.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -252153.218750 Penalty: 3957.412354
	Iteration 25Q: 3 clusters Score -252153.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -252155.171875 Penalty: 3957.412354
	Iteration 26Q: 3 clusters Score -252155.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -252156.843750 Penalty: 3957.412354
	Iteration 27Q: 3 clusters Score -252156.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -252159.312500 Penalty: 3957.412354
	Iteration 28Q: 3 clusters Score -252159.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -252163.734375 Penalty: 3957.412354
	Iteration 29Q: 3 clusters Score -252163.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -252172.812500 Penalty: 3957.412354
	Iteration 30Q: 3 clusters Score -252172.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -252201.265625 Penalty: 3957.412354
	Iteration 31Q: 3 clusters Score -252201.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -252244.890625 Penalty: 3957.412354
	Iteration 32Q: 3 clusters Score -252244.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -252286.984375 Penalty: 3957.412354
	Iteration 33Q: 3 clusters Score -252287 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -252320.343750 Penalty: 3957.412354
	Iteration 34Q: 3 clusters Score -252320.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -252346.265625 Penalty: 3957.412354
	Iteration 35Q: 3 clusters Score -252346.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -252374.015625 Penalty: 3957.412354
	Iteration 36Q: 3 clusters Score -252374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -252392.781250 Penalty: 3957.412354
	Iteration 37Q: 3 clusters Score -252392.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -252404.328125 Penalty: 3957.412354
	Iteration 38Q: 3 clusters Score -252404.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -252414.796875 Penalty: 3957.412354
	Iteration 39Q: 3 clusters Score -252414.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -252421.671875 Penalty: 3957.412354
	Iteration 40F: 3 clusters Score -252421.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -252431.625000 Penalty: 3957.412354
	Iteration 41Q: 3 clusters Score -252431.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -252438.984375 Penalty: 3957.412354
	Iteration 42Q: 3 clusters Score -252439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -252443.765625 Penalty: 3957.412354
	Iteration 43Q: 3 clusters Score -252443.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -252453.031250 Penalty: 3957.412354
	Iteration 44Q: 3 clusters Score -252453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -252462.250000 Penalty: 3957.412354
	Iteration 45Q: 3 clusters Score -252462.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -252467.328125 Penalty: 3957.412354
	Iteration 46Q: 3 clusters Score -252467.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -252471.375000 Penalty: 3957.412354
	Iteration 47Q: 3 clusters Score -252471.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -252472.875000 Penalty: 3957.412354
	Iteration 48Q: 3 clusters Score -252472.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -252473.171875 Penalty: 3957.412354
	Iteration 49Q: 3 clusters Score -252473.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -252474.125000 Penalty: 3957.412354
	Iteration 50Q: 3 clusters Score -252474.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -252474.125000 Penalty: 3957.412354
	Iteration 51F: 3 clusters Score -252474.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Entering Unmasked Estep 
Score: -1273175.000000 Penalty: 2338.191162
	Iteration 0F: 2 clusters Score -1273175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1263920.250000 Penalty: 4676.382324
	Iteration 0F: 3 clusters Score -1263920 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1266848.250000 Penalty: 4676.382324
	Iteration 1F: 3 clusters Score -1266848 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1267257.625000 Penalty: 4676.382324
	Iteration 2F: 3 clusters Score -1267258 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1267636.625000 Penalty: 4676.382324
	Iteration 3F: 3 clusters Score -1267637 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1268068.750000 Penalty: 4676.382324
	Iteration 4F: 3 clusters Score -1268069 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1268532.250000 Penalty: 4676.382324
	Iteration 5F: 3 clusters Score -1268532 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1268959.125000 Penalty: 4676.382324
	Iteration 6F: 3 clusters Score -1268959 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1269367.875000 Penalty: 4676.382324
	Iteration 7F: 3 clusters Score -1269368 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1269678.500000 Penalty: 4676.382324
	Iteration 8Q: 3 clusters Score -1269678 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1269953.750000 Penalty: 4676.382324
	Iteration 9Q: 3 clusters Score -1269954 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1270188.500000 Penalty: 4676.382324
	Iteration 10Q: 3 clusters Score -1270188 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1270417.250000 Penalty: 4676.382324
	Iteration 11Q: 3 clusters Score -1270417 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1270594.500000 Penalty: 4676.382324
	Iteration 12Q: 3 clusters Score -1270594 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1270730.500000 Penalty: 4676.382324
	Iteration 13Q: 3 clusters Score -1270730 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1270828.250000 Penalty: 4676.382324
	Iteration 14Q: 3 clusters Score -1270828 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1270899.875000 Penalty: 4676.382324
	Iteration 15Q: 3 clusters Score -1270900 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1270964.875000 Penalty: 4676.382324
	Iteration 16Q: 3 clusters Score -1270965 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1271024.500000 Penalty: 4676.382324
	Iteration 17Q: 3 clusters Score -1271024 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1271073.625000 Penalty: 4676.382324
	Iteration 18Q: 3 clusters Score -1271074 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1271105.125000 Penalty: 4676.382324
	Iteration 19Q: 3 clusters Score -1271105 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1271133.625000 Penalty: 4676.382324
	Iteration 20F: 3 clusters Score -1271134 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1271166.000000 Penalty: 4676.382324
	Iteration 21Q: 3 clusters Score -1271166 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1271191.625000 Penalty: 4676.382324
	Iteration 22Q: 3 clusters Score -1271192 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1271216.250000 Penalty: 4676.382324
	Iteration 23Q: 3 clusters Score -1271216 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1271248.000000 Penalty: 4676.382324
	Iteration 24Q: 3 clusters Score -1271248 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1271288.500000 Penalty: 4676.382324
	Iteration 25Q: 3 clusters Score -1271288 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1271327.625000 Penalty: 4676.382324
	Iteration 26Q: 3 clusters Score -1271328 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1271367.500000 Penalty: 4676.382324
	Iteration 27Q: 3 clusters Score -1271368 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1271392.375000 Penalty: 4676.382324
	Iteration 28Q: 3 clusters Score -1271392 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1271410.875000 Penalty: 4676.382324
	Iteration 29Q: 3 clusters Score -1271411 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1271430.625000 Penalty: 4676.382324
	Iteration 30Q: 3 clusters Score -1271431 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1271444.125000 Penalty: 4676.382324
	Iteration 31Q: 3 clusters Score -1271444 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1271452.875000 Penalty: 4676.382324
	Iteration 32Q: 3 clusters Score -1271453 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1271462.875000 Penalty: 4676.382324
	Iteration 33Q: 3 clusters Score -1271463 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1271470.125000 Penalty: 4676.382324
	Iteration 34Q: 3 clusters Score -1271470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1271478.750000 Penalty: 4676.382324
	Iteration 35Q: 3 clusters Score -1271479 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1271483.875000 Penalty: 4676.382324
	Iteration 36Q: 3 clusters Score -1271484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1271486.625000 Penalty: 4676.382324
	Iteration 37Q: 3 clusters Score -1271487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1271488.750000 Penalty: 4676.382324
	Iteration 38Q: 3 clusters Score -1271489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1271494.125000 Penalty: 4676.382324
	Iteration 39Q: 3 clusters Score -1271494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1271496.375000 Penalty: 4676.382324
	Iteration 40F: 3 clusters Score -1271496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1271501.000000 Penalty: 4676.382324
	Iteration 41Q: 3 clusters Score -1271501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1271504.625000 Penalty: 4676.382324
	Iteration 42Q: 3 clusters Score -1271505 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1271507.875000 Penalty: 4676.382324
	Iteration 43Q: 3 clusters Score -1271508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1271517.750000 Penalty: 4676.382324
	Iteration 44Q: 3 clusters Score -1271518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1271519.250000 Penalty: 4676.382324
	Iteration 45Q: 3 clusters Score -1271519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1271522.375000 Penalty: 4676.382324
	Iteration 46Q: 3 clusters Score -1271522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1271526.625000 Penalty: 4676.382324
	Iteration 47Q: 3 clusters Score -1271527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1271527.875000 Penalty: 4676.382324
	Iteration 48Q: 3 clusters Score -1271528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1271531.000000 Penalty: 4676.382324
	Iteration 49Q: 3 clusters Score -1271531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1271531.375000 Penalty: 4676.382324
	Iteration 50Q: 3 clusters Score -1271531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1271537.125000 Penalty: 4676.382324
	Iteration 51Q: 3 clusters Score -1271537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1271539.000000 Penalty: 4676.382324
	Iteration 52Q: 3 clusters Score -1271539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1271546.000000 Penalty: 4676.382324
	Iteration 53Q: 3 clusters Score -1271546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1271543.625000 Penalty: 4676.382324
	Iteration 54Q: 3 clusters Score -1271544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1271545.500000 Penalty: 4676.382324
	Iteration 55Q: 3 clusters Score -1271546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1271548.125000 Penalty: 4676.382324
	Iteration 56Q: 3 clusters Score -1271548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1271549.375000 Penalty: 4676.382324
	Iteration 57Q: 3 clusters Score -1271549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1271549.625000 Penalty: 4676.382324
	Iteration 58Q: 3 clusters Score -1271550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1271550.000000 Penalty: 4676.382324
	Iteration 59Q: 3 clusters Score -1271550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1271551.000000 Penalty: 4676.382324
	Iteration 60F: 3 clusters Score -1271551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1271552.250000 Penalty: 4676.382324
	Iteration 61Q: 3 clusters Score -1271552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1271551.000000 Penalty: 4676.382324
	Iteration 62Q: 3 clusters Score -1271551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1271550.750000 Penalty: 4676.382324
	Iteration 63Q: 3 clusters Score -1271551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1271550.375000 Penalty: 4676.382324
	Iteration 64Q: 3 clusters Score -1271550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1271551.625000 Penalty: 4676.382324
	Iteration 65Q: 3 clusters Score -1271552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1271552.750000 Penalty: 4676.382324
	Iteration 66Q: 3 clusters Score -1271553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1271552.250000 Penalty: 4676.382324
	Iteration 67Q: 3 clusters Score -1271552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1271552.000000 Penalty: 4676.382324
	Iteration 68Q: 3 clusters Score -1271552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1271552.000000 Penalty: 4676.382324
	Iteration 69F: 3 clusters Score -1271552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Entering Unmasked Estep 
Score: -144124.078125 Penalty: 1808.668457
	Iteration 0F: 2 clusters Score -144124.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -142025.390625 Penalty: 3617.336914
	Iteration 0F: 3 clusters Score -142025.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -142787.437500 Penalty: 3617.336914
	Iteration 1F: 3 clusters Score -142787.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -143234.390625 Penalty: 3617.336914
	Iteration 2F: 3 clusters Score -143234.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -143480.343750 Penalty: 3617.336914
	Iteration 3F: 3 clusters Score -143480.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -143680.812500 Penalty: 3617.336914
	Iteration 4F: 3 clusters Score -143680.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -143958.875000 Penalty: 3617.336914
	Iteration 5F: 3 clusters Score -143958.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -144328.546875 Penalty: 3617.336914
	Iteration 6F: 3 clusters Score -144328.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -144744.093750 Penalty: 3617.336914
	Iteration 7F: 3 clusters Score -144744.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -144906.843750 Penalty: 3617.336914
	Iteration 8Q: 3 clusters Score -144906.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -145032.921875 Penalty: 3617.336914
	Iteration 9Q: 3 clusters Score -145032.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -145126.562500 Penalty: 3617.336914
	Iteration 10Q: 3 clusters Score -145126.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -145149.390625 Penalty: 3617.336914
	Iteration 11Q: 3 clusters Score -145149.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -145152.296875 Penalty: 3617.336914
	Iteration 12Q: 3 clusters Score -145152.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -145155.093750 Penalty: 3617.336914
	Iteration 13Q: 3 clusters Score -145155.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -145155.093750 Penalty: 3617.336914
	Iteration 14F: 3 clusters Score -145155.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157268 members 
Mstep: Class 2 contains 2918 members 
Mstep: Class 3 contains 12434 members 
Mstep: Class 4 contains 513 members 
Mstep: Class 5 contains 23688 members 
Mstep: Class 6 contains 72497 members 
Mstep: Class 7 contains 11166 members 
Mstep: Class 8 contains 1639 members 
Mstep: Class 9 contains 181999 members 
Mstep: Class 10 contains 12687 members 
Mstep: Class 11 contains 57245 members 
Mstep: Class 12 contains 2688 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 48927 members 
Mstep: Class 15 contains 12304 members 
Mstep: Class 16 contains 7509 members 
Mstep: Class 17 contains 25403 members 
Mstep: Class 18 contains 103153 members 
Mstep: Class 19 contains 3000 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 39721 members 
Mstep: Class 22 contains 1378 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 8858 members 
Mstep: Class 25 contains 4272 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2205 members 
Mstep: Class 28 contains 14408 members 
Mstep: Class 29 contains 23058 members 
Mstep: Class 30 contains 3080 members 
Mstep: Class 31 contains 13425 members 
Mstep: Class 32 contains 8063 members 
Mstep: Class 33 contains 67266 members 
Mstep: Class 34 contains 26234 members 
Mstep: Class 35 contains 15255 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18709 members 
Mstep: Class 38 contains 1791 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13472 members 
Mstep: Class 44 contains 3546 members 
Mstep: Class 45 contains 5716 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18763 members 
Mstep: Class 48 contains 3594 members 
Mstep: Class 49 contains 1637 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33270 members 
Mstep: Class 52 contains 8065 members 
Mstep: Class 53 contains 957 members 
Entering Unmasked Estep 
Score: -115181088.000000 Penalty: 182896.359375
Splitting cluster 4 changes total score from -115181584.000000 to -115181088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (23688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Entering Unmasked Estep 
Score: -2462082.500000 Penalty: 2498.035400
	Iteration 0F: 2 clusters Score -2462082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -2445608.000000 Penalty: 4996.070801
	Iteration 0F: 3 clusters Score -2445608 nChanged 10570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -2451707.250000 Penalty: 4996.070801
	Iteration 1F: 3 clusters Score -2451707 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -2452486.000000 Penalty: 4996.070801
	Iteration 2F: 3 clusters Score -2452486 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -2453241.250000 Penalty: 4996.070801
	Iteration 3F: 3 clusters Score -2453241 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -2454073.500000 Penalty: 4996.070801
	Iteration 4F: 3 clusters Score -2454074 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2455024.500000 Penalty: 4996.070801
	Iteration 5F: 3 clusters Score -2455024 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -2455973.000000 Penalty: 4996.070801
	Iteration 6F: 3 clusters Score -2455973 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -2456723.750000 Penalty: 4996.070801
	Iteration 7F: 3 clusters Score -2456724 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -2457219.750000 Penalty: 4996.070801
	Iteration 8Q: 3 clusters Score -2457220 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -2457528.000000 Penalty: 4996.070801
	Iteration 9Q: 3 clusters Score -2457528 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2457722.500000 Penalty: 4996.070801
	Iteration 10Q: 3 clusters Score -2457722 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -2457835.000000 Penalty: 4996.070801
	Iteration 11Q: 3 clusters Score -2457835 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -2457945.250000 Penalty: 4996.070801
	Iteration 12Q: 3 clusters Score -2457945 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -2458034.750000 Penalty: 4996.070801
	Iteration 13Q: 3 clusters Score -2458035 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -2458140.500000 Penalty: 4996.070801
	Iteration 14Q: 3 clusters Score -2458140 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -2458209.500000 Penalty: 4996.070801
	Iteration 15Q: 3 clusters Score -2458210 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -2458271.250000 Penalty: 4996.070801
	Iteration 16Q: 3 clusters Score -2458271 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -2458329.250000 Penalty: 4996.070801
	Iteration 17Q: 3 clusters Score -2458329 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -2458404.000000 Penalty: 4996.070801
	Iteration 18Q: 3 clusters Score -2458404 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -2458462.500000 Penalty: 4996.070801
	Iteration 19Q: 3 clusters Score -2458462 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -2458507.750000 Penalty: 4996.070801
	Iteration 20F: 3 clusters Score -2458508 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -2458572.500000 Penalty: 4996.070801
	Iteration 21Q: 3 clusters Score -2458572 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -2458641.500000 Penalty: 4996.070801
	Iteration 22Q: 3 clusters Score -2458642 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -2458695.500000 Penalty: 4996.070801
	Iteration 23Q: 3 clusters Score -2458696 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -2458752.500000 Penalty: 4996.070801
	Iteration 24Q: 3 clusters Score -2458752 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -2458807.750000 Penalty: 4996.070801
	Iteration 25Q: 3 clusters Score -2458808 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -2458844.500000 Penalty: 4996.070801
	Iteration 26Q: 3 clusters Score -2458844 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -2458910.500000 Penalty: 4996.070801
	Iteration 27Q: 3 clusters Score -2458910 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -2458964.250000 Penalty: 4996.070801
	Iteration 28Q: 3 clusters Score -2458964 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -2459017.250000 Penalty: 4996.070801
	Iteration 29Q: 3 clusters Score -2459017 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -2459068.250000 Penalty: 4996.070801
	Iteration 30Q: 3 clusters Score -2459068 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -2459115.500000 Penalty: 4996.070801
	Iteration 31Q: 3 clusters Score -2459116 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -2459178.750000 Penalty: 4996.070801
	Iteration 32Q: 3 clusters Score -2459179 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -2459230.250000 Penalty: 4996.070801
	Iteration 33Q: 3 clusters Score -2459230 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -2459294.000000 Penalty: 4996.070801
	Iteration 34Q: 3 clusters Score -2459294 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -2459359.000000 Penalty: 4996.070801
	Iteration 35Q: 3 clusters Score -2459359 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2459439.500000 Penalty: 4996.070801
	Iteration 36Q: 3 clusters Score -2459440 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -2459537.250000 Penalty: 4996.070801
	Iteration 37Q: 3 clusters Score -2459537 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -2459636.500000 Penalty: 4996.070801
	Iteration 38Q: 3 clusters Score -2459636 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2459720.000000 Penalty: 4996.070801
	Iteration 39Q: 3 clusters Score -2459720 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -2459796.750000 Penalty: 4996.070801
	Iteration 40F: 3 clusters Score -2459797 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2459868.000000 Penalty: 4996.070801
	Iteration 41Q: 3 clusters Score -2459868 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2459903.500000 Penalty: 4996.070801
	Iteration 42Q: 3 clusters Score -2459904 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2459932.000000 Penalty: 4996.070801
	Iteration 43Q: 3 clusters Score -2459932 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2459948.750000 Penalty: 4996.070801
	Iteration 44Q: 3 clusters Score -2459949 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2459963.250000 Penalty: 4996.070801
	Iteration 45Q: 3 clusters Score -2459963 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -2459968.250000 Penalty: 4996.070801
	Iteration 46Q: 3 clusters Score -2459968 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2459982.000000 Penalty: 4996.070801
	Iteration 47Q: 3 clusters Score -2459982 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2459986.250000 Penalty: 4996.070801
	Iteration 48Q: 3 clusters Score -2459986 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2459995.750000 Penalty: 4996.070801
	Iteration 49Q: 3 clusters Score -2459996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2460000.750000 Penalty: 4996.070801
	Iteration 50Q: 3 clusters Score -2460001 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2459999.750000 Penalty: 4996.070801
	Iteration 51Q: 3 clusters Score -2460000 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2460009.000000 Penalty: 4996.070801
	Iteration 52Q: 3 clusters Score -2460009 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2460025.000000 Penalty: 4996.070801
	Iteration 53Q: 3 clusters Score -2460025 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2460029.750000 Penalty: 4996.070801
	Iteration 54Q: 3 clusters Score -2460030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2460038.000000 Penalty: 4996.070801
	Iteration 55Q: 3 clusters Score -2460038 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2460042.250000 Penalty: 4996.070801
	Iteration 56Q: 3 clusters Score -2460042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2460044.750000 Penalty: 4996.070801
	Iteration 57Q: 3 clusters Score -2460045 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2460053.750000 Penalty: 4996.070801
	Iteration 58Q: 3 clusters Score -2460054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2460060.500000 Penalty: 4996.070801
	Iteration 59Q: 3 clusters Score -2460060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2460063.000000 Penalty: 4996.070801
	Iteration 60F: 3 clusters Score -2460063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2460058.750000 Penalty: 4996.070801
	Iteration 61Q: 3 clusters Score -2460059 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2460060.000000 Penalty: 4996.070801
	Iteration 62Q: 3 clusters Score -2460060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2460061.250000 Penalty: 4996.070801
	Iteration 63Q: 3 clusters Score -2460061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2460066.500000 Penalty: 4996.070801
	Iteration 64Q: 3 clusters Score -2460066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2460070.750000 Penalty: 4996.070801
	Iteration 65Q: 3 clusters Score -2460071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2460069.500000 Penalty: 4996.070801
	Iteration 66Q: 3 clusters Score -2460070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2460065.750000 Penalty: 4996.070801
	Iteration 67Q: 3 clusters Score -2460066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2460062.750000 Penalty: 4996.070801
	Iteration 68Q: 3 clusters Score -2460063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2460066.250000 Penalty: 4996.070801
	Iteration 69Q: 3 clusters Score -2460066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2460066.250000 Penalty: 4996.070801
	Iteration 70F: 3 clusters Score -2460066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (72497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72497 members 
Entering Unmasked Estep 
Score: -8076472.000000 Penalty: 2775.442383
	Iteration 0F: 2 clusters Score -8076472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36327 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -8028029.000000 Penalty: 5550.884766
	Iteration 0F: 3 clusters Score -8028029 nChanged 33907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37162 members 
Mstep: Class 2 contains 35335 members 
Entering Unmasked Estep 
Score: -8046826.000000 Penalty: 5550.884766
	Iteration 1F: 3 clusters Score -8046826 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37575 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -8047460.000000 Penalty: 5550.884766
	Iteration 2Q: 3 clusters Score -8047460 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -8048044.000000 Penalty: 5550.884766
	Iteration 3Q: 3 clusters Score -8048044 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -8048877.000000 Penalty: 5550.884766
	Iteration 4Q: 3 clusters Score -8048877 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41057 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -8049830.000000 Penalty: 5550.884766
	Iteration 5Q: 3 clusters Score -8049830 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43329 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -8051227.000000 Penalty: 5550.884766
	Iteration 6Q: 3 clusters Score -8051227 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46479 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -8053117.500000 Penalty: 5550.884766
	Iteration 7F: 3 clusters Score -8053118 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50405 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -8055824.500000 Penalty: 5550.884766
	Iteration 8F: 3 clusters Score -8055824 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54809 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -8059312.500000 Penalty: 5550.884766
	Iteration 9F: 3 clusters Score -8059312 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59279 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -8063285.000000 Penalty: 5550.884766
	Iteration 10F: 3 clusters Score -8063285 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63121 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -8067096.000000 Penalty: 5550.884766
	Iteration 11F: 3 clusters Score -8067096 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65714 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -8069838.500000 Penalty: 5550.884766
	Iteration 12Q: 3 clusters Score -8069838 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67209 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -8071556.500000 Penalty: 5550.884766
	Iteration 13Q: 3 clusters Score -8071556 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68071 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -8072349.500000 Penalty: 5550.884766
	Iteration 14Q: 3 clusters Score -8072350 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68657 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -8072799.000000 Penalty: 5550.884766
	Iteration 15Q: 3 clusters Score -8072799 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69130 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -8073176.500000 Penalty: 5550.884766
	Iteration 16Q: 3 clusters Score -8073176 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69494 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -8073392.000000 Penalty: 5550.884766
	Iteration 17Q: 3 clusters Score -8073392 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69771 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -8073530.000000 Penalty: 5550.884766
	Iteration 18Q: 3 clusters Score -8073530 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69996 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -8073638.500000 Penalty: 5550.884766
	Iteration 19Q: 3 clusters Score -8073638 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70166 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -8073707.500000 Penalty: 5550.884766
	Iteration 20F: 3 clusters Score -8073708 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70316 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -8073782.500000 Penalty: 5550.884766
	Iteration 21Q: 3 clusters Score -8073782 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70441 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -8073824.000000 Penalty: 5550.884766
	Iteration 22Q: 3 clusters Score -8073824 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70556 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -8073851.000000 Penalty: 5550.884766
	Iteration 23Q: 3 clusters Score -8073851 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70651 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -8073891.500000 Penalty: 5550.884766
	Iteration 24Q: 3 clusters Score -8073892 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70720 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -8073912.500000 Penalty: 5550.884766
	Iteration 25Q: 3 clusters Score -8073912 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70786 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -8073951.000000 Penalty: 5550.884766
	Iteration 26Q: 3 clusters Score -8073951 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70842 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -8073974.500000 Penalty: 5550.884766
	Iteration 27Q: 3 clusters Score -8073974 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70905 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -8074001.000000 Penalty: 5550.884766
	Iteration 28Q: 3 clusters Score -8074001 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70959 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -8074022.500000 Penalty: 5550.884766
	Iteration 29Q: 3 clusters Score -8074022 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71012 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -8074034.000000 Penalty: 5550.884766
	Iteration 30Q: 3 clusters Score -8074034 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71062 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -8074036.500000 Penalty: 5550.884766
	Iteration 31Q: 3 clusters Score -8074036 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71100 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -8074058.000000 Penalty: 5550.884766
	Iteration 32Q: 3 clusters Score -8074058 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71140 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -8074071.000000 Penalty: 5550.884766
	Iteration 33Q: 3 clusters Score -8074071 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71158 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -8074079.500000 Penalty: 5550.884766
	Iteration 34Q: 3 clusters Score -8074080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71177 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -8074085.000000 Penalty: 5550.884766
	Iteration 35Q: 3 clusters Score -8074085 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71196 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -8074092.000000 Penalty: 5550.884766
	Iteration 36Q: 3 clusters Score -8074092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71215 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -8074098.500000 Penalty: 5550.884766
	Iteration 37Q: 3 clusters Score -8074098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71230 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -8074112.500000 Penalty: 5550.884766
	Iteration 38Q: 3 clusters Score -8074112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71244 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -8074127.500000 Penalty: 5550.884766
	Iteration 39Q: 3 clusters Score -8074128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71263 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -8074124.500000 Penalty: 5550.884766
	Iteration 40F: 3 clusters Score -8074124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71276 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -8074132.000000 Penalty: 5550.884766
	Iteration 41Q: 3 clusters Score -8074132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71290 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -8074129.500000 Penalty: 5550.884766
	Iteration 42Q: 3 clusters Score -8074130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71298 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -8074133.000000 Penalty: 5550.884766
	Iteration 43Q: 3 clusters Score -8074133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71304 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -8074124.000000 Penalty: 5550.884766
	Iteration 44Q: 3 clusters Score -8074124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71311 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -8074136.000000 Penalty: 5550.884766
	Iteration 45Q: 3 clusters Score -8074136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71316 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -8074130.500000 Penalty: 5550.884766
	Iteration 46Q: 3 clusters Score -8074130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71326 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -8074129.500000 Penalty: 5550.884766
	Iteration 47Q: 3 clusters Score -8074130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71331 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -8074142.000000 Penalty: 5550.884766
	Iteration 48Q: 3 clusters Score -8074142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71336 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -8074144.000000 Penalty: 5550.884766
	Iteration 49Q: 3 clusters Score -8074144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71345 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -8074148.000000 Penalty: 5550.884766
	Iteration 50Q: 3 clusters Score -8074148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71350 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -8074142.000000 Penalty: 5550.884766
	Iteration 51Q: 3 clusters Score -8074142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71353 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -8074140.500000 Penalty: 5550.884766
	Iteration 52Q: 3 clusters Score -8074140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71359 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -8074144.500000 Penalty: 5550.884766
	Iteration 53Q: 3 clusters Score -8074144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71365 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -8074147.500000 Penalty: 5550.884766
	Iteration 54Q: 3 clusters Score -8074148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71374 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -8074146.500000 Penalty: 5550.884766
	Iteration 55Q: 3 clusters Score -8074146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71385 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -8074150.000000 Penalty: 5550.884766
	Iteration 56Q: 3 clusters Score -8074150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71399 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -8074159.500000 Penalty: 5550.884766
	Iteration 57Q: 3 clusters Score -8074160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71410 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -8074146.500000 Penalty: 5550.884766
	Iteration 58Q: 3 clusters Score -8074146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71416 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -8074145.000000 Penalty: 5550.884766
	Iteration 59Q: 3 clusters Score -8074145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71420 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -8074154.000000 Penalty: 5550.884766
	Iteration 60F: 3 clusters Score -8074154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71422 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -8074143.500000 Penalty: 5550.884766
	Iteration 61Q: 3 clusters Score -8074144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71425 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -8074150.500000 Penalty: 5550.884766
	Iteration 62Q: 3 clusters Score -8074150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71431 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -8074152.000000 Penalty: 5550.884766
	Iteration 63Q: 3 clusters Score -8074152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71434 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -8074159.500000 Penalty: 5550.884766
	Iteration 64Q: 3 clusters Score -8074160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71437 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -8074158.500000 Penalty: 5550.884766
	Iteration 65Q: 3 clusters Score -8074158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71441 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -8074160.000000 Penalty: 5550.884766
	Iteration 66Q: 3 clusters Score -8074160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71445 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -8074164.500000 Penalty: 5550.884766
	Iteration 67Q: 3 clusters Score -8074164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71446 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -8074174.500000 Penalty: 5550.884766
	Iteration 68Q: 3 clusters Score -8074174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71446 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -8074174.500000 Penalty: 5550.884766
	Iteration 69F: 3 clusters Score -8074174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Entering Unmasked Estep 
Score: -1112735.375000 Penalty: 2311.516113
	Iteration 0F: 2 clusters Score -1112735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1104303.625000 Penalty: 4623.032227
	Iteration 0F: 3 clusters Score -1104304 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1106959.750000 Penalty: 4623.032227
	Iteration 1F: 3 clusters Score -1106960 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1107371.000000 Penalty: 4623.032227
	Iteration 2F: 3 clusters Score -1107371 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1107723.750000 Penalty: 4623.032227
	Iteration 3F: 3 clusters Score -1107724 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1108026.625000 Penalty: 4623.032227
	Iteration 4F: 3 clusters Score -1108027 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1108281.375000 Penalty: 4623.032227
	Iteration 5Q: 3 clusters Score -1108281 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1108515.250000 Penalty: 4623.032227
	Iteration 6Q: 3 clusters Score -1108515 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1108736.125000 Penalty: 4623.032227
	Iteration 7Q: 3 clusters Score -1108736 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1108961.250000 Penalty: 4623.032227
	Iteration 8Q: 3 clusters Score -1108961 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1109199.375000 Penalty: 4623.032227
	Iteration 9Q: 3 clusters Score -1109199 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1109398.625000 Penalty: 4623.032227
	Iteration 10Q: 3 clusters Score -1109399 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1109574.250000 Penalty: 4623.032227
	Iteration 11Q: 3 clusters Score -1109574 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1109705.500000 Penalty: 4623.032227
	Iteration 12Q: 3 clusters Score -1109706 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1109820.875000 Penalty: 4623.032227
	Iteration 13Q: 3 clusters Score -1109821 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1109915.625000 Penalty: 4623.032227
	Iteration 14Q: 3 clusters Score -1109916 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1110002.250000 Penalty: 4623.032227
	Iteration 15Q: 3 clusters Score -1110002 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1110076.375000 Penalty: 4623.032227
	Iteration 16Q: 3 clusters Score -1110076 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1110124.375000 Penalty: 4623.032227
	Iteration 17Q: 3 clusters Score -1110124 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1110169.500000 Penalty: 4623.032227
	Iteration 18Q: 3 clusters Score -1110170 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1110198.750000 Penalty: 4623.032227
	Iteration 19Q: 3 clusters Score -1110199 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1110228.875000 Penalty: 4623.032227
	Iteration 20F: 3 clusters Score -1110229 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1110256.625000 Penalty: 4623.032227
	Iteration 21Q: 3 clusters Score -1110257 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1110279.375000 Penalty: 4623.032227
	Iteration 22Q: 3 clusters Score -1110279 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1110293.500000 Penalty: 4623.032227
	Iteration 23Q: 3 clusters Score -1110294 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1110319.000000 Penalty: 4623.032227
	Iteration 24Q: 3 clusters Score -1110319 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1110341.125000 Penalty: 4623.032227
	Iteration 25Q: 3 clusters Score -1110341 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1110359.125000 Penalty: 4623.032227
	Iteration 26Q: 3 clusters Score -1110359 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1110370.250000 Penalty: 4623.032227
	Iteration 27Q: 3 clusters Score -1110370 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1110393.000000 Penalty: 4623.032227
	Iteration 28Q: 3 clusters Score -1110393 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1110406.875000 Penalty: 4623.032227
	Iteration 29Q: 3 clusters Score -1110407 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1110425.375000 Penalty: 4623.032227
	Iteration 30Q: 3 clusters Score -1110425 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1110440.875000 Penalty: 4623.032227
	Iteration 31Q: 3 clusters Score -1110441 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1110454.625000 Penalty: 4623.032227
	Iteration 32Q: 3 clusters Score -1110455 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1110468.375000 Penalty: 4623.032227
	Iteration 33Q: 3 clusters Score -1110468 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1110485.250000 Penalty: 4623.032227
	Iteration 34Q: 3 clusters Score -1110485 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1110496.375000 Penalty: 4623.032227
	Iteration 35Q: 3 clusters Score -1110496 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1110508.250000 Penalty: 4623.032227
	Iteration 36Q: 3 clusters Score -1110508 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1110524.750000 Penalty: 4623.032227
	Iteration 37Q: 3 clusters Score -1110525 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1110536.500000 Penalty: 4623.032227
	Iteration 38Q: 3 clusters Score -1110536 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1110550.000000 Penalty: 4623.032227
	Iteration 39Q: 3 clusters Score -1110550 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1110560.250000 Penalty: 4623.032227
	Iteration 40F: 3 clusters Score -1110560 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1110577.500000 Penalty: 4623.032227
	Iteration 41Q: 3 clusters Score -1110578 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1110587.500000 Penalty: 4623.032227
	Iteration 42Q: 3 clusters Score -1110588 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1110595.875000 Penalty: 4623.032227
	Iteration 43Q: 3 clusters Score -1110596 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1110611.125000 Penalty: 4623.032227
	Iteration 44Q: 3 clusters Score -1110611 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1110638.250000 Penalty: 4623.032227
	Iteration 45Q: 3 clusters Score -1110638 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1110671.625000 Penalty: 4623.032227
	Iteration 46Q: 3 clusters Score -1110672 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1110722.250000 Penalty: 4623.032227
	Iteration 47Q: 3 clusters Score -1110722 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1110787.500000 Penalty: 4623.032227
	Iteration 48Q: 3 clusters Score -1110788 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1110865.875000 Penalty: 4623.032227
	Iteration 49Q: 3 clusters Score -1110866 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1110936.875000 Penalty: 4623.032227
	Iteration 50Q: 3 clusters Score -1110937 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1110996.375000 Penalty: 4623.032227
	Iteration 51Q: 3 clusters Score -1110996 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1111053.875000 Penalty: 4623.032227
	Iteration 52Q: 3 clusters Score -1111054 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1111104.750000 Penalty: 4623.032227
	Iteration 53Q: 3 clusters Score -1111105 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1111139.750000 Penalty: 4623.032227
	Iteration 54Q: 3 clusters Score -1111140 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1111171.875000 Penalty: 4623.032227
	Iteration 55Q: 3 clusters Score -1111172 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1111191.625000 Penalty: 4623.032227
	Iteration 56Q: 3 clusters Score -1111192 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1111203.625000 Penalty: 4623.032227
	Iteration 57Q: 3 clusters Score -1111204 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1111219.125000 Penalty: 4623.032227
	Iteration 58Q: 3 clusters Score -1111219 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1111231.750000 Penalty: 4623.032227
	Iteration 59Q: 3 clusters Score -1111232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1111238.250000 Penalty: 4623.032227
	Iteration 60F: 3 clusters Score -1111238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1111245.250000 Penalty: 4623.032227
	Iteration 61Q: 3 clusters Score -1111245 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1111249.125000 Penalty: 4623.032227
	Iteration 62Q: 3 clusters Score -1111249 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1111252.375000 Penalty: 4623.032227
	Iteration 63Q: 3 clusters Score -1111252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1111258.750000 Penalty: 4623.032227
	Iteration 64Q: 3 clusters Score -1111259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1111259.625000 Penalty: 4623.032227
	Iteration 65Q: 3 clusters Score -1111260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1111264.500000 Penalty: 4623.032227
	Iteration 66Q: 3 clusters Score -1111264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1111264.125000 Penalty: 4623.032227
	Iteration 67Q: 3 clusters Score -1111264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1111265.125000 Penalty: 4623.032227
	Iteration 68Q: 3 clusters Score -1111265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1111266.125000 Penalty: 4623.032227
	Iteration 69Q: 3 clusters Score -1111266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1111265.875000 Penalty: 4623.032227
	Iteration 70Q: 3 clusters Score -1111266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1111268.625000 Penalty: 4623.032227
	Iteration 71Q: 3 clusters Score -1111269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1111268.750000 Penalty: 4623.032227
	Iteration 72Q: 3 clusters Score -1111269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1111269.875000 Penalty: 4623.032227
	Iteration 73Q: 3 clusters Score -1111270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1111272.000000 Penalty: 4623.032227
	Iteration 74Q: 3 clusters Score -1111272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1111271.750000 Penalty: 4623.032227
	Iteration 75Q: 3 clusters Score -1111272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1111271.750000 Penalty: 4623.032227
	Iteration 76F: 3 clusters Score -1111272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Entering Unmasked Estep 
Score: -144536.703125 Penalty: 1835.656738
	Iteration 0F: 2 clusters Score -144536.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -142168.265625 Penalty: 3671.313477
	Iteration 0F: 3 clusters Score -142168.3 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -142678.312500 Penalty: 3671.313477
	Iteration 1F: 3 clusters Score -142678.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -142857.500000 Penalty: 3671.313477
	Iteration 2F: 3 clusters Score -142857.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -142961.687500 Penalty: 3671.313477
	Iteration 3Q: 3 clusters Score -142961.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -143042.640625 Penalty: 3671.313477
	Iteration 4Q: 3 clusters Score -143042.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -143088.718750 Penalty: 3671.313477
	Iteration 5Q: 3 clusters Score -143088.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -143117.468750 Penalty: 3671.313477
	Iteration 6Q: 3 clusters Score -143117.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -143133.828125 Penalty: 3671.313477
	Iteration 7Q: 3 clusters Score -143133.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -143146.140625 Penalty: 3671.313477
	Iteration 8Q: 3 clusters Score -143146.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -143160.390625 Penalty: 3671.313477
	Iteration 9Q: 3 clusters Score -143160.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -143170.968750 Penalty: 3671.313477
	Iteration 10Q: 3 clusters Score -143171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -143177.406250 Penalty: 3671.313477
	Iteration 11Q: 3 clusters Score -143177.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -143186.390625 Penalty: 3671.313477
	Iteration 12Q: 3 clusters Score -143186.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -143189.109375 Penalty: 3671.313477
	Iteration 13Q: 3 clusters Score -143189.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -143192.359375 Penalty: 3671.313477
	Iteration 14Q: 3 clusters Score -143192.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -143194.671875 Penalty: 3671.313477
	Iteration 15Q: 3 clusters Score -143194.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -143197.609375 Penalty: 3671.313477
	Iteration 16Q: 3 clusters Score -143197.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -143199.453125 Penalty: 3671.313477
	Iteration 17Q: 3 clusters Score -143199.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -143201.625000 Penalty: 3671.313477
	Iteration 18Q: 3 clusters Score -143201.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -143203.046875 Penalty: 3671.313477
	Iteration 19Q: 3 clusters Score -143203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -143204.515625 Penalty: 3671.313477
	Iteration 20F: 3 clusters Score -143204.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -143217.437500 Penalty: 3671.313477
	Iteration 21Q: 3 clusters Score -143217.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -143235.968750 Penalty: 3671.313477
	Iteration 22Q: 3 clusters Score -143236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -143248.734375 Penalty: 3671.313477
	Iteration 23Q: 3 clusters Score -143248.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -143253.484375 Penalty: 3671.313477
	Iteration 24Q: 3 clusters Score -143253.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -143256.875000 Penalty: 3671.313477
	Iteration 25Q: 3 clusters Score -143256.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -143261.062500 Penalty: 3671.313477
	Iteration 26Q: 3 clusters Score -143261.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -143262.875000 Penalty: 3671.313477
	Iteration 27Q: 3 clusters Score -143262.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -143262.875000 Penalty: 3671.313477
	Iteration 28F: 3 clusters Score -143262.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (181999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181999 members 
Entering Unmasked Estep 
Score: -20253300.000000 Penalty: 3003.715576
	Iteration 0F: 2 clusters Score -2.02533e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90957 members 
Mstep: Class 2 contains 91042 members 
Entering Unmasked Estep 
Score: -20139544.000000 Penalty: 6007.431152
	Iteration 0F: 3 clusters Score -2.013954e+07 nChanged 87216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92713 members 
Mstep: Class 2 contains 89286 members 
Entering Unmasked Estep 
Score: -20191040.000000 Penalty: 6007.431152
	Iteration 1F: 3 clusters Score -2.019104e+07 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94887 members 
Mstep: Class 2 contains 87112 members 
Entering Unmasked Estep 
Score: -20192870.000000 Penalty: 6007.431152
	Iteration 2Q: 3 clusters Score -2.019287e+07 nChanged 7960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98353 members 
Mstep: Class 2 contains 83646 members 
Entering Unmasked Estep 
Score: -20195828.000000 Penalty: 6007.431152
	Iteration 3Q: 3 clusters Score -2.019583e+07 nChanged 9423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103218 members 
Mstep: Class 2 contains 78781 members 
Entering Unmasked Estep 
Score: -20199734.000000 Penalty: 6007.431152
	Iteration 4F: 3 clusters Score -2.019973e+07 nChanged 10789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109569 members 
Mstep: Class 2 contains 72430 members 
Entering Unmasked Estep 
Score: -20205016.000000 Penalty: 6007.431152
	Iteration 5F: 3 clusters Score -2.020502e+07 nChanged 11477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117156 members 
Mstep: Class 2 contains 64843 members 
Entering Unmasked Estep 
Score: -20210590.000000 Penalty: 6007.431152
	Iteration 6F: 3 clusters Score -2.021059e+07 nChanged 11128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125346 members 
Mstep: Class 2 contains 56653 members 
Entering Unmasked Estep 
Score: -20215930.000000 Penalty: 6007.431152
	Iteration 7F: 3 clusters Score -2.021593e+07 nChanged 10206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133780 members 
Mstep: Class 2 contains 48219 members 
Entering Unmasked Estep 
Score: -20221108.000000 Penalty: 6007.431152
	Iteration 8F: 3 clusters Score -2.022111e+07 nChanged 9199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142305 members 
Mstep: Class 2 contains 39694 members 
Entering Unmasked Estep 
Score: -20225952.000000 Penalty: 6007.431152
	Iteration 9F: 3 clusters Score -2.022595e+07 nChanged 8862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151029 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -20231480.000000 Penalty: 6007.431152
	Iteration 10Q: 3 clusters Score -2.023148e+07 nChanged 8719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159744 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -20236962.000000 Penalty: 6007.431152
	Iteration 11Q: 3 clusters Score -2.023696e+07 nChanged 8110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167854 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -20242234.000000 Penalty: 6007.431152
	Iteration 12Q: 3 clusters Score -2.024223e+07 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174153 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -20246336.000000 Penalty: 6007.431152
	Iteration 13Q: 3 clusters Score -2.024634e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178065 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -20248598.000000 Penalty: 6007.431152
	Iteration 14Q: 3 clusters Score -2.02486e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180018 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -20249642.000000 Penalty: 6007.431152
	Iteration 15Q: 3 clusters Score -2.024964e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180873 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -20250188.000000 Penalty: 6007.431152
	Iteration 16Q: 3 clusters Score -2.025019e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181250 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -20250444.000000 Penalty: 6007.431152
	Iteration 17Q: 3 clusters Score -2.025044e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181385 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -20250584.000000 Penalty: 6007.431152
	Iteration 18Q: 3 clusters Score -2.025058e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181471 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -20250670.000000 Penalty: 6007.431152
	Iteration 19Q: 3 clusters Score -2.025067e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181510 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -20250696.000000 Penalty: 6007.431152
	Iteration 20F: 3 clusters Score -2.02507e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181529 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -20250714.000000 Penalty: 6007.431152
	Iteration 21Q: 3 clusters Score -2.025071e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181546 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -20250748.000000 Penalty: 6007.431152
	Iteration 22Q: 3 clusters Score -2.025075e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181564 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -20250780.000000 Penalty: 6007.431152
	Iteration 23Q: 3 clusters Score -2.025078e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181571 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -20250790.000000 Penalty: 6007.431152
	Iteration 24Q: 3 clusters Score -2.025079e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181574 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -20250808.000000 Penalty: 6007.431152
	Iteration 25Q: 3 clusters Score -2.025081e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181583 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -20250806.000000 Penalty: 6007.431152
	Iteration 26Q: 3 clusters Score -2.025081e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181589 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -20250802.000000 Penalty: 6007.431152
	Iteration 27Q: 3 clusters Score -2.02508e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181595 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -20250822.000000 Penalty: 6007.431152
	Iteration 28Q: 3 clusters Score -2.025082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181598 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -20250816.000000 Penalty: 6007.431152
	Iteration 29Q: 3 clusters Score -2.025082e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181602 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -20250834.000000 Penalty: 6007.431152
	Iteration 30Q: 3 clusters Score -2.025083e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181604 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -20250832.000000 Penalty: 6007.431152
	Iteration 31Q: 3 clusters Score -2.025083e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181607 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -20250850.000000 Penalty: 6007.431152
	Iteration 32Q: 3 clusters Score -2.025085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181608 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -20250862.000000 Penalty: 6007.431152
	Iteration 33Q: 3 clusters Score -2.025086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181613 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -20250852.000000 Penalty: 6007.431152
	Iteration 34Q: 3 clusters Score -2.025085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181611 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -20250862.000000 Penalty: 6007.431152
	Iteration 35Q: 3 clusters Score -2.025086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181613 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -20250856.000000 Penalty: 6007.431152
	Iteration 36Q: 3 clusters Score -2.025086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181614 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -20250844.000000 Penalty: 6007.431152
	Iteration 37Q: 3 clusters Score -2.025084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181614 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -20250862.000000 Penalty: 6007.431152
	Iteration 38Q: 3 clusters Score -2.025086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181613 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -20250844.000000 Penalty: 6007.431152
	Iteration 39Q: 3 clusters Score -2.025084e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181613 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -20250844.000000 Penalty: 6007.431152
	Iteration 40F: 3 clusters Score -2.025084e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Entering Unmasked Estep 
Score: -1403132.875000 Penalty: 2343.186523
	Iteration 0F: 2 clusters Score -1403133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1393796.875000 Penalty: 4686.373047
	Iteration 0F: 3 clusters Score -1393797 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1396634.500000 Penalty: 4686.373047
	Iteration 1F: 3 clusters Score -1396634 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1396996.375000 Penalty: 4686.373047
	Iteration 2F: 3 clusters Score -1396996 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1397320.625000 Penalty: 4686.373047
	Iteration 3F: 3 clusters Score -1397321 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1397621.250000 Penalty: 4686.373047
	Iteration 4Q: 3 clusters Score -1397621 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1397920.000000 Penalty: 4686.373047
	Iteration 5Q: 3 clusters Score -1397920 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1398205.375000 Penalty: 4686.373047
	Iteration 6Q: 3 clusters Score -1398205 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1398518.375000 Penalty: 4686.373047
	Iteration 7Q: 3 clusters Score -1398518 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1398817.875000 Penalty: 4686.373047
	Iteration 8Q: 3 clusters Score -1398818 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1399093.500000 Penalty: 4686.373047
	Iteration 9Q: 3 clusters Score -1399094 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1399336.750000 Penalty: 4686.373047
	Iteration 10Q: 3 clusters Score -1399337 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1399517.875000 Penalty: 4686.373047
	Iteration 11Q: 3 clusters Score -1399518 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1399699.750000 Penalty: 4686.373047
	Iteration 12Q: 3 clusters Score -1399700 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1399857.125000 Penalty: 4686.373047
	Iteration 13Q: 3 clusters Score -1399857 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1399994.250000 Penalty: 4686.373047
	Iteration 14Q: 3 clusters Score -1399994 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1400101.625000 Penalty: 4686.373047
	Iteration 15Q: 3 clusters Score -1400102 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1400202.250000 Penalty: 4686.373047
	Iteration 16Q: 3 clusters Score -1400202 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1400304.125000 Penalty: 4686.373047
	Iteration 17Q: 3 clusters Score -1400304 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1400383.875000 Penalty: 4686.373047
	Iteration 18Q: 3 clusters Score -1400384 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1400461.250000 Penalty: 4686.373047
	Iteration 19Q: 3 clusters Score -1400461 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1400532.500000 Penalty: 4686.373047
	Iteration 20F: 3 clusters Score -1400532 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1400582.875000 Penalty: 4686.373047
	Iteration 21Q: 3 clusters Score -1400583 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1400627.625000 Penalty: 4686.373047
	Iteration 22Q: 3 clusters Score -1400628 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1400659.500000 Penalty: 4686.373047
	Iteration 23Q: 3 clusters Score -1400660 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1400705.500000 Penalty: 4686.373047
	Iteration 24Q: 3 clusters Score -1400706 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1400744.500000 Penalty: 4686.373047
	Iteration 25Q: 3 clusters Score -1400744 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1400768.375000 Penalty: 4686.373047
	Iteration 26Q: 3 clusters Score -1400768 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1400788.625000 Penalty: 4686.373047
	Iteration 27Q: 3 clusters Score -1400789 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1400801.125000 Penalty: 4686.373047
	Iteration 28Q: 3 clusters Score -1400801 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1400822.375000 Penalty: 4686.373047
	Iteration 29Q: 3 clusters Score -1400822 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1400832.500000 Penalty: 4686.373047
	Iteration 30Q: 3 clusters Score -1400832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1400841.625000 Penalty: 4686.373047
	Iteration 31Q: 3 clusters Score -1400842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1400849.750000 Penalty: 4686.373047
	Iteration 32Q: 3 clusters Score -1400850 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1400864.500000 Penalty: 4686.373047
	Iteration 33Q: 3 clusters Score -1400864 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1400879.875000 Penalty: 4686.373047
	Iteration 34Q: 3 clusters Score -1400880 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1400891.125000 Penalty: 4686.373047
	Iteration 35Q: 3 clusters Score -1400891 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1400901.000000 Penalty: 4686.373047
	Iteration 36Q: 3 clusters Score -1400901 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1400911.250000 Penalty: 4686.373047
	Iteration 37Q: 3 clusters Score -1400911 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1400920.875000 Penalty: 4686.373047
	Iteration 38Q: 3 clusters Score -1400921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1400924.750000 Penalty: 4686.373047
	Iteration 39Q: 3 clusters Score -1400925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1400933.125000 Penalty: 4686.373047
	Iteration 40F: 3 clusters Score -1400933 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1400941.375000 Penalty: 4686.373047
	Iteration 41Q: 3 clusters Score -1400941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1400942.625000 Penalty: 4686.373047
	Iteration 42Q: 3 clusters Score -1400943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1400944.750000 Penalty: 4686.373047
	Iteration 43Q: 3 clusters Score -1400945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1400946.875000 Penalty: 4686.373047
	Iteration 44Q: 3 clusters Score -1400947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1400949.375000 Penalty: 4686.373047
	Iteration 45Q: 3 clusters Score -1400949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1400949.500000 Penalty: 4686.373047
	Iteration 46Q: 3 clusters Score -1400950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1400953.125000 Penalty: 4686.373047
	Iteration 47Q: 3 clusters Score -1400953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1400961.000000 Penalty: 4686.373047
	Iteration 48Q: 3 clusters Score -1400961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1400967.250000 Penalty: 4686.373047
	Iteration 49Q: 3 clusters Score -1400967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1400969.500000 Penalty: 4686.373047
	Iteration 50Q: 3 clusters Score -1400970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1400974.750000 Penalty: 4686.373047
	Iteration 51Q: 3 clusters Score -1400975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1400982.375000 Penalty: 4686.373047
	Iteration 52Q: 3 clusters Score -1400982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1400990.875000 Penalty: 4686.373047
	Iteration 53Q: 3 clusters Score -1400991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1400991.250000 Penalty: 4686.373047
	Iteration 54Q: 3 clusters Score -1400991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1400995.875000 Penalty: 4686.373047
	Iteration 55Q: 3 clusters Score -1400996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1400998.000000 Penalty: 4686.373047
	Iteration 56Q: 3 clusters Score -1400998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1401001.375000 Penalty: 4686.373047
	Iteration 57Q: 3 clusters Score -1401001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1401001.625000 Penalty: 4686.373047
	Iteration 58Q: 3 clusters Score -1401002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1401006.000000 Penalty: 4686.373047
	Iteration 59Q: 3 clusters Score -1401006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1401007.875000 Penalty: 4686.373047
	Iteration 60F: 3 clusters Score -1401008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1401012.125000 Penalty: 4686.373047
	Iteration 61Q: 3 clusters Score -1401012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1401014.125000 Penalty: 4686.373047
	Iteration 62Q: 3 clusters Score -1401014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1401015.000000 Penalty: 4686.373047
	Iteration 63Q: 3 clusters Score -1401015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1401016.500000 Penalty: 4686.373047
	Iteration 64Q: 3 clusters Score -1401016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1401016.000000 Penalty: 4686.373047
	Iteration 65Q: 3 clusters Score -1401016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1401016.375000 Penalty: 4686.373047
	Iteration 66Q: 3 clusters Score -1401016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1401019.500000 Penalty: 4686.373047
	Iteration 67Q: 3 clusters Score -1401020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1401021.375000 Penalty: 4686.373047
	Iteration 68Q: 3 clusters Score -1401021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1401020.250000 Penalty: 4686.373047
	Iteration 69Q: 3 clusters Score -1401020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1401022.250000 Penalty: 4686.373047
	Iteration 70Q: 3 clusters Score -1401022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1401022.250000 Penalty: 4686.373047
	Iteration 71F: 3 clusters Score -1401022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (57245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57245 members 
Entering Unmasked Estep 
Score: -5999236.000000 Penalty: 2716.863525
	Iteration 0F: 2 clusters Score -5999236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -5960726.500000 Penalty: 5433.727051
	Iteration 0F: 3 clusters Score -5960726 nChanged 26514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -5975745.000000 Penalty: 5433.727051
	Iteration 1F: 3 clusters Score -5975745 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -5976507.500000 Penalty: 5433.727051
	Iteration 2Q: 3 clusters Score -5976508 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -5977275.500000 Penalty: 5433.727051
	Iteration 3Q: 3 clusters Score -5977276 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30021 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -5978193.000000 Penalty: 5433.727051
	Iteration 4Q: 3 clusters Score -5978193 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -5979342.000000 Penalty: 5433.727051
	Iteration 5Q: 3 clusters Score -5979342 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -5980901.500000 Penalty: 5433.727051
	Iteration 6F: 3 clusters Score -5980902 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -5982951.000000 Penalty: 5433.727051
	Iteration 7F: 3 clusters Score -5982951 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32702 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -5985265.500000 Penalty: 5433.727051
	Iteration 8F: 3 clusters Score -5985266 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -5987382.000000 Penalty: 5433.727051
	Iteration 9F: 3 clusters Score -5987382 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34565 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -5988927.000000 Penalty: 5433.727051
	Iteration 10Q: 3 clusters Score -5988927 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -5989856.000000 Penalty: 5433.727051
	Iteration 11Q: 3 clusters Score -5989856 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36413 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -5990439.000000 Penalty: 5433.727051
	Iteration 12Q: 3 clusters Score -5990439 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -5991047.500000 Penalty: 5433.727051
	Iteration 13Q: 3 clusters Score -5991048 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38305 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -5991683.000000 Penalty: 5433.727051
	Iteration 14Q: 3 clusters Score -5991683 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39261 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -5992441.000000 Penalty: 5433.727051
	Iteration 15Q: 3 clusters Score -5992441 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40240 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -5993371.000000 Penalty: 5433.727051
	Iteration 16Q: 3 clusters Score -5993371 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -5994316.500000 Penalty: 5433.727051
	Iteration 17Q: 3 clusters Score -5994316 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -5995173.000000 Penalty: 5433.727051
	Iteration 18Q: 3 clusters Score -5995173 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42689 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -5995781.000000 Penalty: 5433.727051
	Iteration 19Q: 3 clusters Score -5995781 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43337 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -5996307.000000 Penalty: 5433.727051
	Iteration 20F: 3 clusters Score -5996307 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -5996682.500000 Penalty: 5433.727051
	Iteration 21Q: 3 clusters Score -5996682 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44454 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -5996918.000000 Penalty: 5433.727051
	Iteration 22Q: 3 clusters Score -5996918 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44907 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -5997116.500000 Penalty: 5433.727051
	Iteration 23Q: 3 clusters Score -5997116 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45296 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -5997242.500000 Penalty: 5433.727051
	Iteration 24Q: 3 clusters Score -5997242 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45657 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -5997360.500000 Penalty: 5433.727051
	Iteration 25Q: 3 clusters Score -5997360 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45955 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -5997419.500000 Penalty: 5433.727051
	Iteration 26Q: 3 clusters Score -5997420 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46201 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -5997462.500000 Penalty: 5433.727051
	Iteration 27Q: 3 clusters Score -5997462 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46412 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -5997511.500000 Penalty: 5433.727051
	Iteration 28Q: 3 clusters Score -5997512 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46577 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -5997519.000000 Penalty: 5433.727051
	Iteration 29Q: 3 clusters Score -5997519 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46736 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -5997534.000000 Penalty: 5433.727051
	Iteration 30Q: 3 clusters Score -5997534 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46879 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -5997538.000000 Penalty: 5433.727051
	Iteration 31Q: 3 clusters Score -5997538 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47005 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -5997536.500000 Penalty: 5433.727051
	Iteration 32Q: 3 clusters Score -5997536 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47134 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -5997561.500000 Penalty: 5433.727051
	Iteration 33Q: 3 clusters Score -5997562 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47249 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -5997602.500000 Penalty: 5433.727051
	Iteration 34Q: 3 clusters Score -5997602 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47365 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -5997596.000000 Penalty: 5433.727051
	Iteration 35Q: 3 clusters Score -5997596 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47475 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -5997613.500000 Penalty: 5433.727051
	Iteration 36Q: 3 clusters Score -5997614 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47573 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -5997617.000000 Penalty: 5433.727051
	Iteration 37Q: 3 clusters Score -5997617 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47679 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -5997642.500000 Penalty: 5433.727051
	Iteration 38Q: 3 clusters Score -5997642 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47785 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -5997628.500000 Penalty: 5433.727051
	Iteration 39Q: 3 clusters Score -5997628 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47890 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -5997624.500000 Penalty: 5433.727051
	Iteration 40F: 3 clusters Score -5997624 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47994 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -5997662.500000 Penalty: 5433.727051
	Iteration 41Q: 3 clusters Score -5997662 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48104 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -5997689.500000 Penalty: 5433.727051
	Iteration 42Q: 3 clusters Score -5997690 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48212 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -5997686.000000 Penalty: 5433.727051
	Iteration 43Q: 3 clusters Score -5997686 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48301 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -5997713.000000 Penalty: 5433.727051
	Iteration 44Q: 3 clusters Score -5997713 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48393 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -5997704.500000 Penalty: 5433.727051
	Iteration 45Q: 3 clusters Score -5997704 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48465 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -5997719.000000 Penalty: 5433.727051
	Iteration 46Q: 3 clusters Score -5997719 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48530 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -5997728.500000 Penalty: 5433.727051
	Iteration 47Q: 3 clusters Score -5997728 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48585 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -5997740.500000 Penalty: 5433.727051
	Iteration 48Q: 3 clusters Score -5997740 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48641 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -5997731.500000 Penalty: 5433.727051
	Iteration 49Q: 3 clusters Score -5997732 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48687 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -5997742.000000 Penalty: 5433.727051
	Iteration 50Q: 3 clusters Score -5997742 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48725 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -5997757.000000 Penalty: 5433.727051
	Iteration 51Q: 3 clusters Score -5997757 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48779 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -5997745.500000 Penalty: 5433.727051
	Iteration 52Q: 3 clusters Score -5997746 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48825 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -5997751.500000 Penalty: 5433.727051
	Iteration 53Q: 3 clusters Score -5997752 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48864 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -5997750.000000 Penalty: 5433.727051
	Iteration 54Q: 3 clusters Score -5997750 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48913 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -5997749.000000 Penalty: 5433.727051
	Iteration 55Q: 3 clusters Score -5997749 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48966 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -5997756.500000 Penalty: 5433.727051
	Iteration 56Q: 3 clusters Score -5997756 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49012 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -5997742.500000 Penalty: 5433.727051
	Iteration 57Q: 3 clusters Score -5997742 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49053 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -5997760.500000 Penalty: 5433.727051
	Iteration 58Q: 3 clusters Score -5997760 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49097 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -5997769.500000 Penalty: 5433.727051
	Iteration 59Q: 3 clusters Score -5997770 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49134 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -5997782.500000 Penalty: 5433.727051
	Iteration 60F: 3 clusters Score -5997782 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49174 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -5997797.000000 Penalty: 5433.727051
	Iteration 61Q: 3 clusters Score -5997797 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49222 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -5997796.500000 Penalty: 5433.727051
	Iteration 62Q: 3 clusters Score -5997796 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49268 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -5997786.500000 Penalty: 5433.727051
	Iteration 63Q: 3 clusters Score -5997786 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49309 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -5997797.000000 Penalty: 5433.727051
	Iteration 64Q: 3 clusters Score -5997797 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49349 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -5997773.000000 Penalty: 5433.727051
	Iteration 65Q: 3 clusters Score -5997773 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49391 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -5997794.500000 Penalty: 5433.727051
	Iteration 66Q: 3 clusters Score -5997794 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49442 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -5997785.000000 Penalty: 5433.727051
	Iteration 67Q: 3 clusters Score -5997785 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49477 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -5997772.000000 Penalty: 5433.727051
	Iteration 68Q: 3 clusters Score -5997772 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49509 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -5997781.000000 Penalty: 5433.727051
	Iteration 69Q: 3 clusters Score -5997781 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49530 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -5997782.500000 Penalty: 5433.727051
	Iteration 70Q: 3 clusters Score -5997782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49548 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -5997803.500000 Penalty: 5433.727051
	Iteration 71Q: 3 clusters Score -5997804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49566 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -5997776.500000 Penalty: 5433.727051
	Iteration 72Q: 3 clusters Score -5997776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49584 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -5997789.500000 Penalty: 5433.727051
	Iteration 73Q: 3 clusters Score -5997790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49597 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -5997792.000000 Penalty: 5433.727051
	Iteration 74Q: 3 clusters Score -5997792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49609 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -5997789.000000 Penalty: 5433.727051
	Iteration 75Q: 3 clusters Score -5997789 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49624 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -5997791.500000 Penalty: 5433.727051
	Iteration 76Q: 3 clusters Score -5997792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49634 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -5997786.000000 Penalty: 5433.727051
	Iteration 77Q: 3 clusters Score -5997786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49651 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -5997800.500000 Penalty: 5433.727051
	Iteration 78Q: 3 clusters Score -5997800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49665 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -5997808.500000 Penalty: 5433.727051
	Iteration 79Q: 3 clusters Score -5997808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49676 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -5997800.500000 Penalty: 5433.727051
	Iteration 80F: 3 clusters Score -5997800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49683 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -5997800.500000 Penalty: 5433.727051
	Iteration 81Q: 3 clusters Score -5997800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49690 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -5997799.500000 Penalty: 5433.727051
	Iteration 82Q: 3 clusters Score -5997800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49694 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -5997807.000000 Penalty: 5433.727051
	Iteration 83Q: 3 clusters Score -5997807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49695 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -5997797.500000 Penalty: 5433.727051
	Iteration 84Q: 3 clusters Score -5997798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49696 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -5997788.000000 Penalty: 5433.727051
	Iteration 85Q: 3 clusters Score -5997788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49699 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -5997796.000000 Penalty: 5433.727051
	Iteration 86Q: 3 clusters Score -5997796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49704 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -5997797.000000 Penalty: 5433.727051
	Iteration 87Q: 3 clusters Score -5997797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49712 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -5997796.500000 Penalty: 5433.727051
	Iteration 88Q: 3 clusters Score -5997796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49720 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -5997794.500000 Penalty: 5433.727051
	Iteration 89Q: 3 clusters Score -5997794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49730 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -5997796.000000 Penalty: 5433.727051
	Iteration 90Q: 3 clusters Score -5997796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49741 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -5997795.500000 Penalty: 5433.727051
	Iteration 91Q: 3 clusters Score -5997796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49755 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -5997792.500000 Penalty: 5433.727051
	Iteration 92Q: 3 clusters Score -5997792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49772 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -5997801.500000 Penalty: 5433.727051
	Iteration 93Q: 3 clusters Score -5997802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49784 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -5997800.000000 Penalty: 5433.727051
	Iteration 94Q: 3 clusters Score -5997800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49793 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -5997809.500000 Penalty: 5433.727051
	Iteration 95Q: 3 clusters Score -5997810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49801 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -5997808.000000 Penalty: 5433.727051
	Iteration 96Q: 3 clusters Score -5997808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49808 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -5997812.500000 Penalty: 5433.727051
	Iteration 97Q: 3 clusters Score -5997812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49819 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -5997804.000000 Penalty: 5433.727051
	Iteration 98Q: 3 clusters Score -5997804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49831 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -5997810.000000 Penalty: 5433.727051
	Iteration 99Q: 3 clusters Score -5997810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49843 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -5997808.500000 Penalty: 5433.727051
	Iteration 100F: 3 clusters Score -5997808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49858 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -5997809.000000 Penalty: 5433.727051
	Iteration 101Q: 3 clusters Score -5997809 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49877 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -5997828.500000 Penalty: 5433.727051
	Iteration 102Q: 3 clusters Score -5997828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49895 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -5997827.000000 Penalty: 5433.727051
	Iteration 103Q: 3 clusters Score -5997827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49908 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -5997819.500000 Penalty: 5433.727051
	Iteration 104Q: 3 clusters Score -5997820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49917 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -5997826.500000 Penalty: 5433.727051
	Iteration 105Q: 3 clusters Score -5997826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49925 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -5997809.500000 Penalty: 5433.727051
	Iteration 106Q: 3 clusters Score -5997810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49929 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -5997814.000000 Penalty: 5433.727051
	Iteration 107Q: 3 clusters Score -5997814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49935 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -5997807.000000 Penalty: 5433.727051
	Iteration 108Q: 3 clusters Score -5997807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49941 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -5997822.500000 Penalty: 5433.727051
	Iteration 109Q: 3 clusters Score -5997822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49944 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -5997815.000000 Penalty: 5433.727051
	Iteration 110Q: 3 clusters Score -5997815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49944 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -5997815.000000 Penalty: 5433.727051
	Iteration 111F: 3 clusters Score -5997815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Entering Unmasked Estep 
Score: -296796.218750 Penalty: 1958.345093
	Iteration 0F: 2 clusters Score -296796.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -293721.718750 Penalty: 3916.690186
	Iteration 0F: 3 clusters Score -293721.7 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -294308.312500 Penalty: 3916.690186
	Iteration 1F: 3 clusters Score -294308.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -294440.562500 Penalty: 3916.690186
	Iteration 2F: 3 clusters Score -294440.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -294510.156250 Penalty: 3916.690186
	Iteration 3Q: 3 clusters Score -294510.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -294554.093750 Penalty: 3916.690186
	Iteration 4Q: 3 clusters Score -294554.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -294585.093750 Penalty: 3916.690186
	Iteration 5Q: 3 clusters Score -294585.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -294602.906250 Penalty: 3916.690186
	Iteration 6Q: 3 clusters Score -294602.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -294616.750000 Penalty: 3916.690186
	Iteration 7Q: 3 clusters Score -294616.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -294626.718750 Penalty: 3916.690186
	Iteration 8Q: 3 clusters Score -294626.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -294634.343750 Penalty: 3916.690186
	Iteration 9Q: 3 clusters Score -294634.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -294647.375000 Penalty: 3916.690186
	Iteration 10Q: 3 clusters Score -294647.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -294655.593750 Penalty: 3916.690186
	Iteration 11Q: 3 clusters Score -294655.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -294662.031250 Penalty: 3916.690186
	Iteration 12Q: 3 clusters Score -294662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -294667.781250 Penalty: 3916.690186
	Iteration 13Q: 3 clusters Score -294667.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -294672.343750 Penalty: 3916.690186
	Iteration 14Q: 3 clusters Score -294672.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -294678.062500 Penalty: 3916.690186
	Iteration 15Q: 3 clusters Score -294678.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -294681.781250 Penalty: 3916.690186
	Iteration 16Q: 3 clusters Score -294681.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -294683.875000 Penalty: 3916.690186
	Iteration 17Q: 3 clusters Score -294683.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -294686.343750 Penalty: 3916.690186
	Iteration 18Q: 3 clusters Score -294686.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -294686.718750 Penalty: 3916.690186
	Iteration 19Q: 3 clusters Score -294686.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -294686.718750 Penalty: 3916.690186
	Iteration 20F: 3 clusters Score -294686.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Entering Unmasked Estep 
Score: -623043.875000 Penalty: 2148.815430
	Iteration 0F: 2 clusters Score -623043.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -618065.000000 Penalty: 4297.630859
	Iteration 0F: 3 clusters Score -618065 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -619346.375000 Penalty: 4297.630859
	Iteration 1F: 3 clusters Score -619346.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -619633.500000 Penalty: 4297.630859
	Iteration 2F: 3 clusters Score -619633.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -619864.687500 Penalty: 4297.630859
	Iteration 3F: 3 clusters Score -619864.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -620125.312500 Penalty: 4297.630859
	Iteration 4F: 3 clusters Score -620125.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -620453.687500 Penalty: 4297.630859
	Iteration 5F: 3 clusters Score -620453.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -620925.437500 Penalty: 4297.630859
	Iteration 6F: 3 clusters Score -620925.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -621558.312500 Penalty: 4297.630859
	Iteration 7F: 3 clusters Score -621558.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -622122.187500 Penalty: 4297.630859
	Iteration 8F: 3 clusters Score -622122.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -622503.062500 Penalty: 4297.630859
	Iteration 9F: 3 clusters Score -622503.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -622723.500000 Penalty: 4297.630859
	Iteration 10Q: 3 clusters Score -622723.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -622869.562500 Penalty: 4297.630859
	Iteration 11Q: 3 clusters Score -622869.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -622988.937500 Penalty: 4297.630859
	Iteration 12Q: 3 clusters Score -622988.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -623083.812500 Penalty: 4297.630859
	Iteration 13Q: 3 clusters Score -623083.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -623144.312500 Penalty: 4297.630859
	Iteration 14Q: 3 clusters Score -623144.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -623204.437500 Penalty: 4297.630859
	Iteration 15Q: 3 clusters Score -623204.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -623239.625000 Penalty: 4297.630859
	Iteration 16Q: 3 clusters Score -623239.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -623249.500000 Penalty: 4297.630859
	Iteration 17Q: 3 clusters Score -623249.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -623259.375000 Penalty: 4297.630859
	Iteration 18Q: 3 clusters Score -623259.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -623263.000000 Penalty: 4297.630859
	Iteration 19Q: 3 clusters Score -623263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -623267.562500 Penalty: 4297.630859
	Iteration 20F: 3 clusters Score -623267.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -623272.687500 Penalty: 4297.630859
	Iteration 21Q: 3 clusters Score -623272.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -623273.250000 Penalty: 4297.630859
	Iteration 22Q: 3 clusters Score -623273.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -623276.687500 Penalty: 4297.630859
	Iteration 23Q: 3 clusters Score -623276.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -623276.687500 Penalty: 4297.630859
	Iteration 24F: 3 clusters Score -623276.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157268 members 
Mstep: Class 2 contains 2918 members 
Mstep: Class 3 contains 12434 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 23688 members 
Mstep: Class 6 contains 72497 members 
Mstep: Class 7 contains 11166 members 
Mstep: Class 8 contains 1639 members 
Mstep: Class 9 contains 181999 members 
Mstep: Class 10 contains 12687 members 
Mstep: Class 11 contains 57245 members 
Mstep: Class 12 contains 2688 members 
Mstep: Class 13 contains 3650 members 
Mstep: Class 14 contains 48927 members 
Mstep: Class 15 contains 12304 members 
Mstep: Class 16 contains 7509 members 
Mstep: Class 17 contains 25403 members 
Mstep: Class 18 contains 103153 members 
Mstep: Class 19 contains 3000 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 39721 members 
Mstep: Class 22 contains 1378 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 8858 members 
Mstep: Class 25 contains 4272 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2205 members 
Mstep: Class 28 contains 14408 members 
Mstep: Class 29 contains 23058 members 
Mstep: Class 30 contains 3080 members 
Mstep: Class 31 contains 13425 members 
Mstep: Class 32 contains 8063 members 
Mstep: Class 33 contains 67266 members 
Mstep: Class 34 contains 26234 members 
Mstep: Class 35 contains 15255 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18709 members 
Mstep: Class 38 contains 1791 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13472 members 
Mstep: Class 44 contains 3546 members 
Mstep: Class 45 contains 5716 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18763 members 
Mstep: Class 48 contains 3594 members 
Mstep: Class 49 contains 1637 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33270 members 
Mstep: Class 52 contains 8065 members 
Mstep: Class 53 contains 2144 members 
Entering Unmasked Estep 
Score: -115180640.000000 Penalty: 182896.359375
Splitting cluster 13 changes total score from -115181584.000000 to -115180640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (48927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48927 members 
Entering Unmasked Estep 
Score: -5019319.500000 Penalty: 2677.924805
	Iteration 0F: 2 clusters Score -5019320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -4986305.000000 Penalty: 5355.849609
	Iteration 0F: 3 clusters Score -4986305 nChanged 22723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -4998830.000000 Penalty: 5355.849609
	Iteration 1F: 3 clusters Score -4998830 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -4999513.000000 Penalty: 5355.849609
	Iteration 2Q: 3 clusters Score -4999513 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -5000221.000000 Penalty: 5355.849609
	Iteration 3Q: 3 clusters Score -5000221 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -5000914.000000 Penalty: 5355.849609
	Iteration 4Q: 3 clusters Score -5000914 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -5001700.500000 Penalty: 5355.849609
	Iteration 5Q: 3 clusters Score -5001700 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -5002458.000000 Penalty: 5355.849609
	Iteration 6Q: 3 clusters Score -5002458 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -5003431.500000 Penalty: 5355.849609
	Iteration 7Q: 3 clusters Score -5003432 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -5004631.000000 Penalty: 5355.849609
	Iteration 8Q: 3 clusters Score -5004631 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -5006045.000000 Penalty: 5355.849609
	Iteration 9Q: 3 clusters Score -5006045 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
Score: -5007718.000000 Penalty: 5355.849609
	Iteration 10F: 3 clusters Score -5007718 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 30598 members 
Entering Unmasked Estep 
Score: -5009511.000000 Penalty: 5355.849609
	Iteration 11F: 3 clusters Score -5009511 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -5010822.000000 Penalty: 5355.849609
	Iteration 12Q: 3 clusters Score -5010822 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
Score: -5011668.000000 Penalty: 5355.849609
	Iteration 13Q: 3 clusters Score -5011668 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -5012113.500000 Penalty: 5355.849609
	Iteration 14Q: 3 clusters Score -5012114 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -5012476.000000 Penalty: 5355.849609
	Iteration 15Q: 3 clusters Score -5012476 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -5012688.000000 Penalty: 5355.849609
	Iteration 16Q: 3 clusters Score -5012688 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
Score: -5012877.000000 Penalty: 5355.849609
	Iteration 17Q: 3 clusters Score -5012877 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 34436 members 
Entering Unmasked Estep 
Score: -5013054.000000 Penalty: 5355.849609
	Iteration 18Q: 3 clusters Score -5013054 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 34881 members 
Entering Unmasked Estep 
Score: -5013197.500000 Penalty: 5355.849609
	Iteration 19Q: 3 clusters Score -5013198 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -5013356.000000 Penalty: 5355.849609
	Iteration 20F: 3 clusters Score -5013356 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -5013482.000000 Penalty: 5355.849609
	Iteration 21Q: 3 clusters Score -5013482 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 36205 members 
Entering Unmasked Estep 
Score: -5013632.500000 Penalty: 5355.849609
	Iteration 22Q: 3 clusters Score -5013632 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 36647 members 
Entering Unmasked Estep 
Score: -5013793.500000 Penalty: 5355.849609
	Iteration 23Q: 3 clusters Score -5013794 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -5013950.500000 Penalty: 5355.849609
	Iteration 24Q: 3 clusters Score -5013950 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 37542 members 
Entering Unmasked Estep 
Score: -5014114.500000 Penalty: 5355.849609
	Iteration 25Q: 3 clusters Score -5014114 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
Score: -5014302.000000 Penalty: 5355.849609
	Iteration 26Q: 3 clusters Score -5014302 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 38447 members 
Entering Unmasked Estep 
Score: -5014494.500000 Penalty: 5355.849609
	Iteration 27Q: 3 clusters Score -5014494 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
Score: -5014690.000000 Penalty: 5355.849609
	Iteration 28Q: 3 clusters Score -5014690 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -5014870.000000 Penalty: 5355.849609
	Iteration 29Q: 3 clusters Score -5014870 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
Score: -5015072.000000 Penalty: 5355.849609
	Iteration 30Q: 3 clusters Score -5015072 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
Score: -5015217.000000 Penalty: 5355.849609
	Iteration 31Q: 3 clusters Score -5015217 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 40604 members 
Entering Unmasked Estep 
Score: -5015375.000000 Penalty: 5355.849609
	Iteration 32Q: 3 clusters Score -5015375 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 40958 members 
Entering Unmasked Estep 
Score: -5015548.500000 Penalty: 5355.849609
	Iteration 33Q: 3 clusters Score -5015548 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 41288 members 
Entering Unmasked Estep 
Score: -5015664.000000 Penalty: 5355.849609
	Iteration 34Q: 3 clusters Score -5015664 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 41596 members 
Entering Unmasked Estep 
Score: -5015799.000000 Penalty: 5355.849609
	Iteration 35Q: 3 clusters Score -5015799 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 41872 members 
Entering Unmasked Estep 
Score: -5015905.500000 Penalty: 5355.849609
	Iteration 36Q: 3 clusters Score -5015906 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
Score: -5016023.500000 Penalty: 5355.849609
	Iteration 37Q: 3 clusters Score -5016024 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 42341 members 
Entering Unmasked Estep 
Score: -5016120.000000 Penalty: 5355.849609
	Iteration 38Q: 3 clusters Score -5016120 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -5016182.000000 Penalty: 5355.849609
	Iteration 39Q: 3 clusters Score -5016182 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 42766 members 
Entering Unmasked Estep 
Score: -5016285.000000 Penalty: 5355.849609
	Iteration 40F: 3 clusters Score -5016285 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -5016359.000000 Penalty: 5355.849609
	Iteration 41Q: 3 clusters Score -5016359 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 43175 members 
Entering Unmasked Estep 
Score: -5016435.500000 Penalty: 5355.849609
	Iteration 42Q: 3 clusters Score -5016436 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -5016557.000000 Penalty: 5355.849609
	Iteration 43Q: 3 clusters Score -5016557 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 43587 members 
Entering Unmasked Estep 
Score: -5016687.500000 Penalty: 5355.849609
	Iteration 44Q: 3 clusters Score -5016688 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 43810 members 
Entering Unmasked Estep 
Score: -5016864.000000 Penalty: 5355.849609
	Iteration 45Q: 3 clusters Score -5016864 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 44043 members 
Entering Unmasked Estep 
Score: -5016971.000000 Penalty: 5355.849609
	Iteration 46Q: 3 clusters Score -5016971 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 44255 members 
Entering Unmasked Estep 
Score: -5017086.500000 Penalty: 5355.849609
	Iteration 47Q: 3 clusters Score -5017086 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 44421 members 
Entering Unmasked Estep 
Score: -5017143.500000 Penalty: 5355.849609
	Iteration 48Q: 3 clusters Score -5017144 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 44554 members 
Entering Unmasked Estep 
Score: -5017197.000000 Penalty: 5355.849609
	Iteration 49Q: 3 clusters Score -5017197 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 44659 members 
Entering Unmasked Estep 
Score: -5017218.500000 Penalty: 5355.849609
	Iteration 50Q: 3 clusters Score -5017218 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 44738 members 
Entering Unmasked Estep 
Score: -5017230.500000 Penalty: 5355.849609
	Iteration 51Q: 3 clusters Score -5017230 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 44808 members 
Entering Unmasked Estep 
Score: -5017254.500000 Penalty: 5355.849609
	Iteration 52Q: 3 clusters Score -5017254 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 44872 members 
Entering Unmasked Estep 
Score: -5017267.500000 Penalty: 5355.849609
	Iteration 53Q: 3 clusters Score -5017268 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 44934 members 
Entering Unmasked Estep 
Score: -5017270.000000 Penalty: 5355.849609
	Iteration 54Q: 3 clusters Score -5017270 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 44985 members 
Entering Unmasked Estep 
Score: -5017279.500000 Penalty: 5355.849609
	Iteration 55Q: 3 clusters Score -5017280 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 45039 members 
Entering Unmasked Estep 
Score: -5017290.500000 Penalty: 5355.849609
	Iteration 56Q: 3 clusters Score -5017290 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 45081 members 
Entering Unmasked Estep 
Score: -5017302.500000 Penalty: 5355.849609
	Iteration 57Q: 3 clusters Score -5017302 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 45110 members 
Entering Unmasked Estep 
Score: -5017298.000000 Penalty: 5355.849609
	Iteration 58Q: 3 clusters Score -5017298 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 45135 members 
Entering Unmasked Estep 
Score: -5017303.500000 Penalty: 5355.849609
	Iteration 59Q: 3 clusters Score -5017304 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 45164 members 
Entering Unmasked Estep 
Score: -5017304.500000 Penalty: 5355.849609
	Iteration 60F: 3 clusters Score -5017304 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 45196 members 
Entering Unmasked Estep 
Score: -5017323.500000 Penalty: 5355.849609
	Iteration 61Q: 3 clusters Score -5017324 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 45222 members 
Entering Unmasked Estep 
Score: -5017324.500000 Penalty: 5355.849609
	Iteration 62Q: 3 clusters Score -5017324 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 45250 members 
Entering Unmasked Estep 
Score: -5017331.000000 Penalty: 5355.849609
	Iteration 63Q: 3 clusters Score -5017331 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 45280 members 
Entering Unmasked Estep 
Score: -5017324.500000 Penalty: 5355.849609
	Iteration 64Q: 3 clusters Score -5017324 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 45305 members 
Entering Unmasked Estep 
Score: -5017334.500000 Penalty: 5355.849609
	Iteration 65Q: 3 clusters Score -5017334 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 45334 members 
Entering Unmasked Estep 
Score: -5017353.500000 Penalty: 5355.849609
	Iteration 66Q: 3 clusters Score -5017354 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 45358 members 
Entering Unmasked Estep 
Score: -5017344.500000 Penalty: 5355.849609
	Iteration 67Q: 3 clusters Score -5017344 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 45385 members 
Entering Unmasked Estep 
Score: -5017362.500000 Penalty: 5355.849609
	Iteration 68Q: 3 clusters Score -5017362 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 45410 members 
Entering Unmasked Estep 
Score: -5017359.500000 Penalty: 5355.849609
	Iteration 69Q: 3 clusters Score -5017360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 45432 members 
Entering Unmasked Estep 
Score: -5017362.000000 Penalty: 5355.849609
	Iteration 70Q: 3 clusters Score -5017362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 45451 members 
Entering Unmasked Estep 
Score: -5017363.500000 Penalty: 5355.849609
	Iteration 71Q: 3 clusters Score -5017364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 45466 members 
Entering Unmasked Estep 
Score: -5017366.000000 Penalty: 5355.849609
	Iteration 72Q: 3 clusters Score -5017366 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 45490 members 
Entering Unmasked Estep 
Score: -5017345.500000 Penalty: 5355.849609
	Iteration 73Q: 3 clusters Score -5017346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 45508 members 
Entering Unmasked Estep 
Score: -5017356.500000 Penalty: 5355.849609
	Iteration 74Q: 3 clusters Score -5017356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -5017369.000000 Penalty: 5355.849609
	Iteration 75Q: 3 clusters Score -5017369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 45530 members 
Entering Unmasked Estep 
Score: -5017361.500000 Penalty: 5355.849609
	Iteration 76Q: 3 clusters Score -5017362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 45547 members 
Entering Unmasked Estep 
Score: -5017366.000000 Penalty: 5355.849609
	Iteration 77Q: 3 clusters Score -5017366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 45571 members 
Entering Unmasked Estep 
Score: -5017363.000000 Penalty: 5355.849609
	Iteration 78Q: 3 clusters Score -5017363 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 45600 members 
Entering Unmasked Estep 
Score: -5017390.500000 Penalty: 5355.849609
	Iteration 79Q: 3 clusters Score -5017390 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 45632 members 
Entering Unmasked Estep 
Score: -5017379.000000 Penalty: 5355.849609
	Iteration 80F: 3 clusters Score -5017379 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 45662 members 
Entering Unmasked Estep 
Score: -5017387.500000 Penalty: 5355.849609
	Iteration 81Q: 3 clusters Score -5017388 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 45689 members 
Entering Unmasked Estep 
Score: -5017396.500000 Penalty: 5355.849609
	Iteration 82Q: 3 clusters Score -5017396 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 45714 members 
Entering Unmasked Estep 
Score: -5017404.500000 Penalty: 5355.849609
	Iteration 83Q: 3 clusters Score -5017404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 45729 members 
Entering Unmasked Estep 
Score: -5017410.000000 Penalty: 5355.849609
	Iteration 84Q: 3 clusters Score -5017410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 45752 members 
Entering Unmasked Estep 
Score: -5017397.500000 Penalty: 5355.849609
	Iteration 85Q: 3 clusters Score -5017398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 45765 members 
Entering Unmasked Estep 
Score: -5017401.500000 Penalty: 5355.849609
	Iteration 86Q: 3 clusters Score -5017402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 45778 members 
Entering Unmasked Estep 
Score: -5017397.500000 Penalty: 5355.849609
	Iteration 87Q: 3 clusters Score -5017398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 45788 members 
Entering Unmasked Estep 
Score: -5017403.000000 Penalty: 5355.849609
	Iteration 88Q: 3 clusters Score -5017403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 45798 members 
Entering Unmasked Estep 
Score: -5017394.000000 Penalty: 5355.849609
	Iteration 89Q: 3 clusters Score -5017394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 45811 members 
Entering Unmasked Estep 
Score: -5017392.500000 Penalty: 5355.849609
	Iteration 90Q: 3 clusters Score -5017392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 45824 members 
Entering Unmasked Estep 
Score: -5017395.000000 Penalty: 5355.849609
	Iteration 91Q: 3 clusters Score -5017395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 45837 members 
Entering Unmasked Estep 
Score: -5017393.000000 Penalty: 5355.849609
	Iteration 92Q: 3 clusters Score -5017393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 45848 members 
Entering Unmasked Estep 
Score: -5017395.000000 Penalty: 5355.849609
	Iteration 93Q: 3 clusters Score -5017395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 45858 members 
Entering Unmasked Estep 
Score: -5017398.000000 Penalty: 5355.849609
	Iteration 94Q: 3 clusters Score -5017398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 45865 members 
Entering Unmasked Estep 
Score: -5017398.500000 Penalty: 5355.849609
	Iteration 95Q: 3 clusters Score -5017398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 45879 members 
Entering Unmasked Estep 
Score: -5017398.500000 Penalty: 5355.849609
	Iteration 96Q: 3 clusters Score -5017398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 45891 members 
Entering Unmasked Estep 
Score: -5017398.500000 Penalty: 5355.849609
	Iteration 97Q: 3 clusters Score -5017398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 45899 members 
Entering Unmasked Estep 
Score: -5017395.000000 Penalty: 5355.849609
	Iteration 98Q: 3 clusters Score -5017395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 45906 members 
Entering Unmasked Estep 
Score: -5017397.500000 Penalty: 5355.849609
	Iteration 99Q: 3 clusters Score -5017398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 45913 members 
Entering Unmasked Estep 
Score: -5017409.500000 Penalty: 5355.849609
	Iteration 100F: 3 clusters Score -5017410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 45926 members 
Entering Unmasked Estep 
Score: -5017406.500000 Penalty: 5355.849609
	Iteration 101Q: 3 clusters Score -5017406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 45944 members 
Entering Unmasked Estep 
Score: -5017407.500000 Penalty: 5355.849609
	Iteration 102Q: 3 clusters Score -5017408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 45961 members 
Entering Unmasked Estep 
Score: -5017421.000000 Penalty: 5355.849609
	Iteration 103Q: 3 clusters Score -5017421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 45977 members 
Entering Unmasked Estep 
Score: -5017431.500000 Penalty: 5355.849609
	Iteration 104Q: 3 clusters Score -5017432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 45994 members 
Entering Unmasked Estep 
Score: -5017422.000000 Penalty: 5355.849609
	Iteration 105Q: 3 clusters Score -5017422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 46010 members 
Entering Unmasked Estep 
Score: -5017433.500000 Penalty: 5355.849609
	Iteration 106Q: 3 clusters Score -5017434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 46023 members 
Entering Unmasked Estep 
Score: -5017429.000000 Penalty: 5355.849609
	Iteration 107Q: 3 clusters Score -5017429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 46036 members 
Entering Unmasked Estep 
Score: -5017429.500000 Penalty: 5355.849609
	Iteration 108Q: 3 clusters Score -5017430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 46045 members 
Entering Unmasked Estep 
Score: -5017434.000000 Penalty: 5355.849609
	Iteration 109Q: 3 clusters Score -5017434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 46052 members 
Entering Unmasked Estep 
Score: -5017434.500000 Penalty: 5355.849609
	Iteration 110Q: 3 clusters Score -5017434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 46062 members 
Entering Unmasked Estep 
Score: -5017431.000000 Penalty: 5355.849609
	Iteration 111Q: 3 clusters Score -5017431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 46069 members 
Entering Unmasked Estep 
Score: -5017434.500000 Penalty: 5355.849609
	Iteration 112Q: 3 clusters Score -5017434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 46079 members 
Entering Unmasked Estep 
Score: -5017432.500000 Penalty: 5355.849609
	Iteration 113Q: 3 clusters Score -5017432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 46087 members 
Entering Unmasked Estep 
Score: -5017440.000000 Penalty: 5355.849609
	Iteration 114Q: 3 clusters Score -5017440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 46091 members 
Entering Unmasked Estep 
Score: -5017440.000000 Penalty: 5355.849609
	Iteration 115Q: 3 clusters Score -5017440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 46091 members 
Entering Unmasked Estep 
Score: -5017440.000000 Penalty: 5355.849609
	Iteration 116Q: 3 clusters Score -5017440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 46091 members 
Entering Unmasked Estep 
Score: -5017441.500000 Penalty: 5355.849609
	Iteration 117Q: 3 clusters Score -5017442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 46091 members 
Entering Unmasked Estep 
Score: -5017441.500000 Penalty: 5355.849609
	Iteration 118F: 3 clusters Score -5017442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Entering Unmasked Estep 
Score: -1354524.375000 Penalty: 2335.584473
	Iteration 0F: 2 clusters Score -1354524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1345407.875000 Penalty: 4671.168945
	Iteration 0F: 3 clusters Score -1345408 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1348212.125000 Penalty: 4671.168945
	Iteration 1F: 3 clusters Score -1348212 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1348522.250000 Penalty: 4671.168945
	Iteration 2F: 3 clusters Score -1348522 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1348735.125000 Penalty: 4671.168945
	Iteration 3Q: 3 clusters Score -1348735 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1348920.375000 Penalty: 4671.168945
	Iteration 4Q: 3 clusters Score -1348920 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1349089.125000 Penalty: 4671.168945
	Iteration 5Q: 3 clusters Score -1349089 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1349245.000000 Penalty: 4671.168945
	Iteration 6Q: 3 clusters Score -1349245 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1349406.875000 Penalty: 4671.168945
	Iteration 7Q: 3 clusters Score -1349407 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1349572.375000 Penalty: 4671.168945
	Iteration 8Q: 3 clusters Score -1349572 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1349744.375000 Penalty: 4671.168945
	Iteration 9Q: 3 clusters Score -1349744 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1349940.625000 Penalty: 4671.168945
	Iteration 10Q: 3 clusters Score -1349941 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1350153.625000 Penalty: 4671.168945
	Iteration 11Q: 3 clusters Score -1350154 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1350395.875000 Penalty: 4671.168945
	Iteration 12Q: 3 clusters Score -1350396 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1350676.750000 Penalty: 4671.168945
	Iteration 13Q: 3 clusters Score -1350677 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1350952.250000 Penalty: 4671.168945
	Iteration 14Q: 3 clusters Score -1350952 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1351231.125000 Penalty: 4671.168945
	Iteration 15Q: 3 clusters Score -1351231 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1351504.625000 Penalty: 4671.168945
	Iteration 16Q: 3 clusters Score -1351505 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1351760.750000 Penalty: 4671.168945
	Iteration 17Q: 3 clusters Score -1351761 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1351956.500000 Penalty: 4671.168945
	Iteration 18Q: 3 clusters Score -1351956 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1352126.000000 Penalty: 4671.168945
	Iteration 19Q: 3 clusters Score -1352126 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1352260.125000 Penalty: 4671.168945
	Iteration 20F: 3 clusters Score -1352260 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1352367.375000 Penalty: 4671.168945
	Iteration 21Q: 3 clusters Score -1352367 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1352448.125000 Penalty: 4671.168945
	Iteration 22Q: 3 clusters Score -1352448 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1352511.875000 Penalty: 4671.168945
	Iteration 23Q: 3 clusters Score -1352512 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1352567.375000 Penalty: 4671.168945
	Iteration 24Q: 3 clusters Score -1352567 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1352622.875000 Penalty: 4671.168945
	Iteration 25Q: 3 clusters Score -1352623 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1352656.500000 Penalty: 4671.168945
	Iteration 26Q: 3 clusters Score -1352656 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1352683.375000 Penalty: 4671.168945
	Iteration 27Q: 3 clusters Score -1352683 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1352707.000000 Penalty: 4671.168945
	Iteration 28Q: 3 clusters Score -1352707 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1352724.750000 Penalty: 4671.168945
	Iteration 29Q: 3 clusters Score -1352725 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1352738.625000 Penalty: 4671.168945
	Iteration 30Q: 3 clusters Score -1352739 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1352746.375000 Penalty: 4671.168945
	Iteration 31Q: 3 clusters Score -1352746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1352754.500000 Penalty: 4671.168945
	Iteration 32Q: 3 clusters Score -1352754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1352765.875000 Penalty: 4671.168945
	Iteration 33Q: 3 clusters Score -1352766 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1352776.250000 Penalty: 4671.168945
	Iteration 34Q: 3 clusters Score -1352776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1352781.125000 Penalty: 4671.168945
	Iteration 35Q: 3 clusters Score -1352781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1352785.875000 Penalty: 4671.168945
	Iteration 36Q: 3 clusters Score -1352786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1352789.875000 Penalty: 4671.168945
	Iteration 37Q: 3 clusters Score -1352790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1352795.375000 Penalty: 4671.168945
	Iteration 38Q: 3 clusters Score -1352795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1352797.375000 Penalty: 4671.168945
	Iteration 39Q: 3 clusters Score -1352797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1352800.750000 Penalty: 4671.168945
	Iteration 40F: 3 clusters Score -1352801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1352803.375000 Penalty: 4671.168945
	Iteration 41Q: 3 clusters Score -1352803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1352806.875000 Penalty: 4671.168945
	Iteration 42Q: 3 clusters Score -1352807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1352809.000000 Penalty: 4671.168945
	Iteration 43Q: 3 clusters Score -1352809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1352807.125000 Penalty: 4671.168945
	Iteration 44Q: 3 clusters Score -1352807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1352809.750000 Penalty: 4671.168945
	Iteration 45Q: 3 clusters Score -1352810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1352812.375000 Penalty: 4671.168945
	Iteration 46Q: 3 clusters Score -1352812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1352813.125000 Penalty: 4671.168945
	Iteration 47Q: 3 clusters Score -1352813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1352813.125000 Penalty: 4671.168945
	Iteration 48F: 3 clusters Score -1352813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Entering Unmasked Estep 
Score: -822314.937500 Penalty: 2213.116699
	Iteration 0F: 2 clusters Score -822314.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -816305.437500 Penalty: 4426.233398
	Iteration 0F: 3 clusters Score -816305.4 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -818051.062500 Penalty: 4426.233398
	Iteration 1F: 3 clusters Score -818051.1 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -818408.687500 Penalty: 4426.233398
	Iteration 2F: 3 clusters Score -818408.7 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -818687.000000 Penalty: 4426.233398
	Iteration 3F: 3 clusters Score -818687 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -818901.875000 Penalty: 4426.233398
	Iteration 4Q: 3 clusters Score -818901.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -819103.375000 Penalty: 4426.233398
	Iteration 5Q: 3 clusters Score -819103.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -819306.812500 Penalty: 4426.233398
	Iteration 6Q: 3 clusters Score -819306.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -819512.187500 Penalty: 4426.233398
	Iteration 7Q: 3 clusters Score -819512.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -819736.562500 Penalty: 4426.233398
	Iteration 8Q: 3 clusters Score -819736.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -819986.812500 Penalty: 4426.233398
	Iteration 9Q: 3 clusters Score -819986.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -820223.812500 Penalty: 4426.233398
	Iteration 10Q: 3 clusters Score -820223.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -820467.937500 Penalty: 4426.233398
	Iteration 11Q: 3 clusters Score -820467.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -820680.750000 Penalty: 4426.233398
	Iteration 12Q: 3 clusters Score -820680.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -820836.812500 Penalty: 4426.233398
	Iteration 13Q: 3 clusters Score -820836.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -820956.875000 Penalty: 4426.233398
	Iteration 14Q: 3 clusters Score -820956.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -821026.500000 Penalty: 4426.233398
	Iteration 15Q: 3 clusters Score -821026.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -821073.000000 Penalty: 4426.233398
	Iteration 16Q: 3 clusters Score -821073 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -821104.000000 Penalty: 4426.233398
	Iteration 17Q: 3 clusters Score -821104 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -821127.937500 Penalty: 4426.233398
	Iteration 18Q: 3 clusters Score -821127.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -821146.062500 Penalty: 4426.233398
	Iteration 19Q: 3 clusters Score -821146.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -821161.750000 Penalty: 4426.233398
	Iteration 20F: 3 clusters Score -821161.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -821178.625000 Penalty: 4426.233398
	Iteration 21Q: 3 clusters Score -821178.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -821191.875000 Penalty: 4426.233398
	Iteration 22Q: 3 clusters Score -821191.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -821204.500000 Penalty: 4426.233398
	Iteration 23Q: 3 clusters Score -821204.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -821218.562500 Penalty: 4426.233398
	Iteration 24Q: 3 clusters Score -821218.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -821228.062500 Penalty: 4426.233398
	Iteration 25Q: 3 clusters Score -821228.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -821235.187500 Penalty: 4426.233398
	Iteration 26Q: 3 clusters Score -821235.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -821245.750000 Penalty: 4426.233398
	Iteration 27Q: 3 clusters Score -821245.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -821272.500000 Penalty: 4426.233398
	Iteration 28Q: 3 clusters Score -821272.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -821316.437500 Penalty: 4426.233398
	Iteration 29Q: 3 clusters Score -821316.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -821428.312500 Penalty: 4426.233398
	Iteration 30Q: 3 clusters Score -821428.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -821559.187500 Penalty: 4426.233398
	Iteration 31Q: 3 clusters Score -821559.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -821642.500000 Penalty: 4426.233398
	Iteration 32Q: 3 clusters Score -821642.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -821671.312500 Penalty: 4426.233398
	Iteration 33Q: 3 clusters Score -821671.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -821683.062500 Penalty: 4426.233398
	Iteration 34Q: 3 clusters Score -821683.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -821697.750000 Penalty: 4426.233398
	Iteration 35Q: 3 clusters Score -821697.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -821710.437500 Penalty: 4426.233398
	Iteration 36Q: 3 clusters Score -821710.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -821721.812500 Penalty: 4426.233398
	Iteration 37Q: 3 clusters Score -821721.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -821731.250000 Penalty: 4426.233398
	Iteration 38Q: 3 clusters Score -821731.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -821743.375000 Penalty: 4426.233398
	Iteration 39Q: 3 clusters Score -821743.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -821760.250000 Penalty: 4426.233398
	Iteration 40F: 3 clusters Score -821760.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -821773.625000 Penalty: 4426.233398
	Iteration 41Q: 3 clusters Score -821773.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -821784.375000 Penalty: 4426.233398
	Iteration 42Q: 3 clusters Score -821784.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -821789.687500 Penalty: 4426.233398
	Iteration 43Q: 3 clusters Score -821789.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -821797.375000 Penalty: 4426.233398
	Iteration 44Q: 3 clusters Score -821797.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -821802.687500 Penalty: 4426.233398
	Iteration 45Q: 3 clusters Score -821802.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -821807.187500 Penalty: 4426.233398
	Iteration 46Q: 3 clusters Score -821807.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -821813.562500 Penalty: 4426.233398
	Iteration 47Q: 3 clusters Score -821813.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -821815.000000 Penalty: 4426.233398
	Iteration 48Q: 3 clusters Score -821815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -821821.000000 Penalty: 4426.233398
	Iteration 49Q: 3 clusters Score -821821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -821822.750000 Penalty: 4426.233398
	Iteration 50Q: 3 clusters Score -821822.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -821825.375000 Penalty: 4426.233398
	Iteration 51Q: 3 clusters Score -821825.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -821825.187500 Penalty: 4426.233398
	Iteration 52Q: 3 clusters Score -821825.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -821826.250000 Penalty: 4426.233398
	Iteration 53Q: 3 clusters Score -821826.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -821826.250000 Penalty: 4426.233398
	Iteration 54Q: 3 clusters Score -821826.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -821826.250000 Penalty: 4426.233398
	Iteration 55F: 3 clusters Score -821826.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Entering Unmasked Estep 
Score: -2617188.000000 Penalty: 2515.370605
	Iteration 0F: 2 clusters Score -2617188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -2599601.250000 Penalty: 5030.741211
	Iteration 0F: 3 clusters Score -2599601 nChanged 11476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -2605889.750000 Penalty: 5030.741211
	Iteration 1F: 3 clusters Score -2605890 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -2606585.750000 Penalty: 5030.741211
	Iteration 2F: 3 clusters Score -2606586 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -2607323.250000 Penalty: 5030.741211
	Iteration 3F: 3 clusters Score -2607323 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2608173.750000 Penalty: 5030.741211
	Iteration 4F: 3 clusters Score -2608174 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -2609120.250000 Penalty: 5030.741211
	Iteration 5F: 3 clusters Score -2609120 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -2610077.000000 Penalty: 5030.741211
	Iteration 6F: 3 clusters Score -2610077 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -2610950.250000 Penalty: 5030.741211
	Iteration 7F: 3 clusters Score -2610950 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2611695.000000 Penalty: 5030.741211
	Iteration 8F: 3 clusters Score -2611695 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2612371.250000 Penalty: 5030.741211
	Iteration 9Q: 3 clusters Score -2612371 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -2612904.250000 Penalty: 5030.741211
	Iteration 10Q: 3 clusters Score -2612904 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -2613318.500000 Penalty: 5030.741211
	Iteration 11Q: 3 clusters Score -2613318 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -2613684.500000 Penalty: 5030.741211
	Iteration 12Q: 3 clusters Score -2613684 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -2613965.250000 Penalty: 5030.741211
	Iteration 13Q: 3 clusters Score -2613965 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -2614181.250000 Penalty: 5030.741211
	Iteration 14Q: 3 clusters Score -2614181 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -2614298.500000 Penalty: 5030.741211
	Iteration 15Q: 3 clusters Score -2614298 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -2614386.750000 Penalty: 5030.741211
	Iteration 16Q: 3 clusters Score -2614387 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -2614469.500000 Penalty: 5030.741211
	Iteration 17Q: 3 clusters Score -2614470 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -2614527.500000 Penalty: 5030.741211
	Iteration 18Q: 3 clusters Score -2614528 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -2614583.750000 Penalty: 5030.741211
	Iteration 19Q: 3 clusters Score -2614584 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -2614636.250000 Penalty: 5030.741211
	Iteration 20F: 3 clusters Score -2614636 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -2614665.750000 Penalty: 5030.741211
	Iteration 21Q: 3 clusters Score -2614666 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -2614694.500000 Penalty: 5030.741211
	Iteration 22Q: 3 clusters Score -2614694 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -2614737.250000 Penalty: 5030.741211
	Iteration 23Q: 3 clusters Score -2614737 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -2614801.250000 Penalty: 5030.741211
	Iteration 24Q: 3 clusters Score -2614801 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -2614858.750000 Penalty: 5030.741211
	Iteration 25Q: 3 clusters Score -2614859 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -2614878.500000 Penalty: 5030.741211
	Iteration 26Q: 3 clusters Score -2614878 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -2614920.250000 Penalty: 5030.741211
	Iteration 27Q: 3 clusters Score -2614920 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -2614949.250000 Penalty: 5030.741211
	Iteration 28Q: 3 clusters Score -2614949 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -2614971.000000 Penalty: 5030.741211
	Iteration 29Q: 3 clusters Score -2614971 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -2614998.750000 Penalty: 5030.741211
	Iteration 30Q: 3 clusters Score -2614999 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -2615013.500000 Penalty: 5030.741211
	Iteration 31Q: 3 clusters Score -2615014 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -2615024.750000 Penalty: 5030.741211
	Iteration 32Q: 3 clusters Score -2615025 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -2615046.000000 Penalty: 5030.741211
	Iteration 33Q: 3 clusters Score -2615046 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -2615057.250000 Penalty: 5030.741211
	Iteration 34Q: 3 clusters Score -2615057 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -2615063.000000 Penalty: 5030.741211
	Iteration 35Q: 3 clusters Score -2615063 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -2615076.750000 Penalty: 5030.741211
	Iteration 36Q: 3 clusters Score -2615077 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -2615074.000000 Penalty: 5030.741211
	Iteration 37Q: 3 clusters Score -2615074 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -2615079.750000 Penalty: 5030.741211
	Iteration 38Q: 3 clusters Score -2615080 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -2615088.000000 Penalty: 5030.741211
	Iteration 39Q: 3 clusters Score -2615088 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -2615102.250000 Penalty: 5030.741211
	Iteration 40F: 3 clusters Score -2615102 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -2615112.500000 Penalty: 5030.741211
	Iteration 41Q: 3 clusters Score -2615112 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -2615116.250000 Penalty: 5030.741211
	Iteration 42Q: 3 clusters Score -2615116 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -2615124.500000 Penalty: 5030.741211
	Iteration 43Q: 3 clusters Score -2615124 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -2615127.500000 Penalty: 5030.741211
	Iteration 44Q: 3 clusters Score -2615128 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -2615132.750000 Penalty: 5030.741211
	Iteration 45Q: 3 clusters Score -2615133 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2615147.500000 Penalty: 5030.741211
	Iteration 46Q: 3 clusters Score -2615148 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -2615155.500000 Penalty: 5030.741211
	Iteration 47Q: 3 clusters Score -2615156 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -2615162.750000 Penalty: 5030.741211
	Iteration 48Q: 3 clusters Score -2615163 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2615157.250000 Penalty: 5030.741211
	Iteration 49Q: 3 clusters Score -2615157 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -2615155.500000 Penalty: 5030.741211
	Iteration 50Q: 3 clusters Score -2615156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -2615156.250000 Penalty: 5030.741211
	Iteration 51Q: 3 clusters Score -2615156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -2615162.000000 Penalty: 5030.741211
	Iteration 52Q: 3 clusters Score -2615162 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -2615166.750000 Penalty: 5030.741211
	Iteration 53Q: 3 clusters Score -2615167 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -2615170.750000 Penalty: 5030.741211
	Iteration 54Q: 3 clusters Score -2615171 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -2615177.250000 Penalty: 5030.741211
	Iteration 55Q: 3 clusters Score -2615177 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -2615181.750000 Penalty: 5030.741211
	Iteration 56Q: 3 clusters Score -2615182 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -2615187.500000 Penalty: 5030.741211
	Iteration 57Q: 3 clusters Score -2615188 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -2615194.750000 Penalty: 5030.741211
	Iteration 58Q: 3 clusters Score -2615195 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -2615202.750000 Penalty: 5030.741211
	Iteration 59Q: 3 clusters Score -2615203 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -2615201.750000 Penalty: 5030.741211
	Iteration 60F: 3 clusters Score -2615202 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -2615208.000000 Penalty: 5030.741211
	Iteration 61Q: 3 clusters Score -2615208 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -2615207.250000 Penalty: 5030.741211
	Iteration 62Q: 3 clusters Score -2615207 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2615209.000000 Penalty: 5030.741211
	Iteration 63Q: 3 clusters Score -2615209 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -2615217.500000 Penalty: 5030.741211
	Iteration 64Q: 3 clusters Score -2615218 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -2615224.500000 Penalty: 5030.741211
	Iteration 65Q: 3 clusters Score -2615224 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -2615227.000000 Penalty: 5030.741211
	Iteration 66Q: 3 clusters Score -2615227 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -2615237.750000 Penalty: 5030.741211
	Iteration 67Q: 3 clusters Score -2615238 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2615238.500000 Penalty: 5030.741211
	Iteration 68Q: 3 clusters Score -2615238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -2615241.250000 Penalty: 5030.741211
	Iteration 69Q: 3 clusters Score -2615241 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -2615245.750000 Penalty: 5030.741211
	Iteration 70Q: 3 clusters Score -2615246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2615248.000000 Penalty: 5030.741211
	Iteration 71Q: 3 clusters Score -2615248 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -2615246.750000 Penalty: 5030.741211
	Iteration 72Q: 3 clusters Score -2615247 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -2615248.500000 Penalty: 5030.741211
	Iteration 73Q: 3 clusters Score -2615248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2615258.000000 Penalty: 5030.741211
	Iteration 74Q: 3 clusters Score -2615258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2615260.250000 Penalty: 5030.741211
	Iteration 75Q: 3 clusters Score -2615260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -2615257.500000 Penalty: 5030.741211
	Iteration 76Q: 3 clusters Score -2615258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -2615260.500000 Penalty: 5030.741211
	Iteration 77Q: 3 clusters Score -2615260 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -2615265.250000 Penalty: 5030.741211
	Iteration 78Q: 3 clusters Score -2615265 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -2615271.250000 Penalty: 5030.741211
	Iteration 79Q: 3 clusters Score -2615271 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2615277.000000 Penalty: 5030.741211
	Iteration 80F: 3 clusters Score -2615277 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2615280.000000 Penalty: 5030.741211
	Iteration 81Q: 3 clusters Score -2615280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -2615289.500000 Penalty: 5030.741211
	Iteration 82Q: 3 clusters Score -2615290 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -2615294.250000 Penalty: 5030.741211
	Iteration 83Q: 3 clusters Score -2615294 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2615297.000000 Penalty: 5030.741211
	Iteration 84Q: 3 clusters Score -2615297 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -2615307.750000 Penalty: 5030.741211
	Iteration 85Q: 3 clusters Score -2615308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2615306.000000 Penalty: 5030.741211
	Iteration 86Q: 3 clusters Score -2615306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -2615307.750000 Penalty: 5030.741211
	Iteration 87Q: 3 clusters Score -2615308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2615312.750000 Penalty: 5030.741211
	Iteration 88Q: 3 clusters Score -2615313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2615315.750000 Penalty: 5030.741211
	Iteration 89Q: 3 clusters Score -2615316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -2615317.500000 Penalty: 5030.741211
	Iteration 90Q: 3 clusters Score -2615318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -2615328.000000 Penalty: 5030.741211
	Iteration 91Q: 3 clusters Score -2615328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2615330.000000 Penalty: 5030.741211
	Iteration 92Q: 3 clusters Score -2615330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2615332.500000 Penalty: 5030.741211
	Iteration 93Q: 3 clusters Score -2615332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2615330.500000 Penalty: 5030.741211
	Iteration 94Q: 3 clusters Score -2615330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -2615330.750000 Penalty: 5030.741211
	Iteration 95Q: 3 clusters Score -2615331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2615328.000000 Penalty: 5030.741211
	Iteration 96Q: 3 clusters Score -2615328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2615330.000000 Penalty: 5030.741211
	Iteration 97Q: 3 clusters Score -2615330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2615330.750000 Penalty: 5030.741211
	Iteration 98Q: 3 clusters Score -2615331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -2615336.000000 Penalty: 5030.741211
	Iteration 99Q: 3 clusters Score -2615336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2615339.000000 Penalty: 5030.741211
	Iteration 100F: 3 clusters Score -2615339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -2615341.250000 Penalty: 5030.741211
	Iteration 101Q: 3 clusters Score -2615341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2615339.000000 Penalty: 5030.741211
	Iteration 102Q: 3 clusters Score -2615339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2615339.000000 Penalty: 5030.741211
	Iteration 103Q: 3 clusters Score -2615339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2615342.750000 Penalty: 5030.741211
	Iteration 104Q: 3 clusters Score -2615343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2615338.500000 Penalty: 5030.741211
	Iteration 105Q: 3 clusters Score -2615338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -2615341.750000 Penalty: 5030.741211
	Iteration 106Q: 3 clusters Score -2615342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2615339.250000 Penalty: 5030.741211
	Iteration 107Q: 3 clusters Score -2615339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2615339.750000 Penalty: 5030.741211
	Iteration 108Q: 3 clusters Score -2615340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2615344.750000 Penalty: 5030.741211
	Iteration 109Q: 3 clusters Score -2615345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -2615347.000000 Penalty: 5030.741211
	Iteration 110Q: 3 clusters Score -2615347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2615345.250000 Penalty: 5030.741211
	Iteration 111Q: 3 clusters Score -2615345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2615342.000000 Penalty: 5030.741211
	Iteration 112Q: 3 clusters Score -2615342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2615341.250000 Penalty: 5030.741211
	Iteration 113Q: 3 clusters Score -2615341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -2615344.500000 Penalty: 5030.741211
	Iteration 114Q: 3 clusters Score -2615344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2615347.250000 Penalty: 5030.741211
	Iteration 115Q: 3 clusters Score -2615347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2615347.250000 Penalty: 5030.741211
	Iteration 116F: 3 clusters Score -2615347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (103153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103153 members 
Entering Unmasked Estep 
Score: -11366258.000000 Penalty: 2862.904053
	Iteration 0F: 2 clusters Score -1.136626e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51682 members 
Mstep: Class 2 contains 51471 members 
Entering Unmasked Estep 
Score: -11297315.000000 Penalty: 5725.808105
	Iteration 0F: 3 clusters Score -1.129732e+07 nChanged 48866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52896 members 
Mstep: Class 2 contains 50257 members 
Entering Unmasked Estep 
Score: -11324996.000000 Penalty: 5725.808105
	Iteration 1F: 3 clusters Score -1.1325e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53588 members 
Mstep: Class 2 contains 49565 members 
Entering Unmasked Estep 
Score: -11325731.000000 Penalty: 5725.808105
	Iteration 2Q: 3 clusters Score -1.132573e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54623 members 
Mstep: Class 2 contains 48530 members 
Entering Unmasked Estep 
Score: -11326323.000000 Penalty: 5725.808105
	Iteration 3Q: 3 clusters Score -1.132632e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56192 members 
Mstep: Class 2 contains 46961 members 
Entering Unmasked Estep 
Score: -11327173.000000 Penalty: 5725.808105
	Iteration 4Q: 3 clusters Score -1.132717e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58435 members 
Mstep: Class 2 contains 44718 members 
Entering Unmasked Estep 
Score: -11328239.000000 Penalty: 5725.808105
	Iteration 5Q: 3 clusters Score -1.132824e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61785 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -11329791.000000 Penalty: 5725.808105
	Iteration 6Q: 3 clusters Score -1.132979e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66515 members 
Mstep: Class 2 contains 36638 members 
Entering Unmasked Estep 
Score: -11332515.000000 Penalty: 5725.808105
	Iteration 7Q: 3 clusters Score -1.133252e+07 nChanged 6603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72930 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -11337000.000000 Penalty: 5725.808105
	Iteration 8F: 3 clusters Score -1.1337e+07 nChanged 8082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80914 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -11343435.000000 Penalty: 5725.808105
	Iteration 9F: 3 clusters Score -1.134344e+07 nChanged 8338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89204 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -11350986.000000 Penalty: 5725.808105
	Iteration 10F: 3 clusters Score -1.135099e+07 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95865 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -11357342.000000 Penalty: 5725.808105
	Iteration 11F: 3 clusters Score -1.135734e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99892 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -11361061.000000 Penalty: 5725.808105
	Iteration 12Q: 3 clusters Score -1.136106e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101633 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -11362681.000000 Penalty: 5725.808105
	Iteration 13Q: 3 clusters Score -1.136268e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102302 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -11363356.000000 Penalty: 5725.808105
	Iteration 14Q: 3 clusters Score -1.136336e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102562 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -11363646.000000 Penalty: 5725.808105
	Iteration 15Q: 3 clusters Score -1.136365e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102655 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -11363804.000000 Penalty: 5725.808105
	Iteration 16Q: 3 clusters Score -1.13638e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102698 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -11363876.000000 Penalty: 5725.808105
	Iteration 17Q: 3 clusters Score -1.136388e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102727 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -11363934.000000 Penalty: 5725.808105
	Iteration 18Q: 3 clusters Score -1.136393e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102747 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -11363996.000000 Penalty: 5725.808105
	Iteration 19Q: 3 clusters Score -1.1364e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102758 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -11364008.000000 Penalty: 5725.808105
	Iteration 20F: 3 clusters Score -1.136401e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102763 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -11364028.000000 Penalty: 5725.808105
	Iteration 21Q: 3 clusters Score -1.136403e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102766 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -11364032.000000 Penalty: 5725.808105
	Iteration 22Q: 3 clusters Score -1.136403e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102775 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -11364039.000000 Penalty: 5725.808105
	Iteration 23Q: 3 clusters Score -1.136404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102776 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -11364053.000000 Penalty: 5725.808105
	Iteration 24Q: 3 clusters Score -1.136405e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102776 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -11364047.000000 Penalty: 5725.808105
	Iteration 25Q: 3 clusters Score -1.136405e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102775 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -11364046.000000 Penalty: 5725.808105
	Iteration 26Q: 3 clusters Score -1.136405e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102775 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -11364046.000000 Penalty: 5725.808105
	Iteration 27Q: 3 clusters Score -1.136405e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102775 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -11364050.000000 Penalty: 5725.808105
	Iteration 28Q: 3 clusters Score -1.136405e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102773 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -11364049.000000 Penalty: 5725.808105
	Iteration 29Q: 3 clusters Score -1.136405e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102773 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -11364049.000000 Penalty: 5725.808105
	Iteration 30F: 3 clusters Score -1.136405e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Entering Unmasked Estep 
Score: -289493.875000 Penalty: 1985.579224
	Iteration 0F: 2 clusters Score -289493.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -286323.468750 Penalty: 3971.158447
	Iteration 0F: 3 clusters Score -286323.5 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -287337.468750 Penalty: 3971.158447
	Iteration 1F: 3 clusters Score -287337.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -287954.000000 Penalty: 3971.158447
	Iteration 2F: 3 clusters Score -287954 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -288512.875000 Penalty: 3971.158447
	Iteration 3F: 3 clusters Score -288512.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -288922.718750 Penalty: 3971.158447
	Iteration 4F: 3 clusters Score -288922.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -289219.000000 Penalty: 3971.158447
	Iteration 5F: 3 clusters Score -289219 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -289400.937500 Penalty: 3971.158447
	Iteration 6Q: 3 clusters Score -289400.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -289510.531250 Penalty: 3971.158447
	Iteration 7Q: 3 clusters Score -289510.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -289572.500000 Penalty: 3971.158447
	Iteration 8Q: 3 clusters Score -289572.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -289606.718750 Penalty: 3971.158447
	Iteration 9Q: 3 clusters Score -289606.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -289627.406250 Penalty: 3971.158447
	Iteration 10Q: 3 clusters Score -289627.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -289639.406250 Penalty: 3971.158447
	Iteration 11Q: 3 clusters Score -289639.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -289647.281250 Penalty: 3971.158447
	Iteration 12Q: 3 clusters Score -289647.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -289654.437500 Penalty: 3971.158447
	Iteration 13Q: 3 clusters Score -289654.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -289660.343750 Penalty: 3971.158447
	Iteration 14Q: 3 clusters Score -289660.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -289667.468750 Penalty: 3971.158447
	Iteration 15Q: 3 clusters Score -289667.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -289675.531250 Penalty: 3971.158447
	Iteration 16Q: 3 clusters Score -289675.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -289687.343750 Penalty: 3971.158447
	Iteration 17Q: 3 clusters Score -289687.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -289695.968750 Penalty: 3971.158447
	Iteration 18Q: 3 clusters Score -289696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -289699.125000 Penalty: 3971.158447
	Iteration 19Q: 3 clusters Score -289699.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -289705.500000 Penalty: 3971.158447
	Iteration 20F: 3 clusters Score -289705.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -289710.500000 Penalty: 3971.158447
	Iteration 21Q: 3 clusters Score -289710.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -289713.468750 Penalty: 3971.158447
	Iteration 22Q: 3 clusters Score -289713.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -289716.593750 Penalty: 3971.158447
	Iteration 23Q: 3 clusters Score -289716.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -289718.093750 Penalty: 3971.158447
	Iteration 24Q: 3 clusters Score -289718.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -289722.125000 Penalty: 3971.158447
	Iteration 25Q: 3 clusters Score -289722.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -289725.312500 Penalty: 3971.158447
	Iteration 26Q: 3 clusters Score -289725.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -289726.875000 Penalty: 3971.158447
	Iteration 27Q: 3 clusters Score -289726.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -289729.125000 Penalty: 3971.158447
	Iteration 28Q: 3 clusters Score -289729.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -289729.281250 Penalty: 3971.158447
	Iteration 29Q: 3 clusters Score -289729.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -289730.500000 Penalty: 3971.158447
	Iteration 30Q: 3 clusters Score -289730.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -289731.000000 Penalty: 3971.158447
	Iteration 31Q: 3 clusters Score -289731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -289731.500000 Penalty: 3971.158447
	Iteration 32Q: 3 clusters Score -289731.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -289731.500000 Penalty: 3971.158447
	Iteration 33F: 3 clusters Score -289731.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157268 members 
Mstep: Class 2 contains 2918 members 
Mstep: Class 3 contains 12434 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 23688 members 
Mstep: Class 6 contains 72497 members 
Mstep: Class 7 contains 11166 members 
Mstep: Class 8 contains 1639 members 
Mstep: Class 9 contains 181999 members 
Mstep: Class 10 contains 12687 members 
Mstep: Class 11 contains 57245 members 
Mstep: Class 12 contains 2688 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 48927 members 
Mstep: Class 15 contains 12304 members 
Mstep: Class 16 contains 7509 members 
Mstep: Class 17 contains 25403 members 
Mstep: Class 18 contains 103153 members 
Mstep: Class 19 contains 2730 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 39721 members 
Mstep: Class 22 contains 1378 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 8858 members 
Mstep: Class 25 contains 4272 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2205 members 
Mstep: Class 28 contains 14408 members 
Mstep: Class 29 contains 23058 members 
Mstep: Class 30 contains 3080 members 
Mstep: Class 31 contains 13425 members 
Mstep: Class 32 contains 8063 members 
Mstep: Class 33 contains 67266 members 
Mstep: Class 34 contains 26234 members 
Mstep: Class 35 contains 15255 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18709 members 
Mstep: Class 38 contains 1791 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13472 members 
Mstep: Class 44 contains 3546 members 
Mstep: Class 45 contains 5716 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18763 members 
Mstep: Class 48 contains 3594 members 
Mstep: Class 49 contains 1637 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33270 members 
Mstep: Class 52 contains 8065 members 
Mstep: Class 53 contains 270 members 
Entering Unmasked Estep 
Score: -115180504.000000 Penalty: 182896.359375
Splitting cluster 19 changes total score from -115181584.000000 to -115180504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (5604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Entering Unmasked Estep 
Score: -531437.500000 Penalty: 2140.546631
	Iteration 0F: 2 clusters Score -531437.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -526553.625000 Penalty: 4281.093262
	Iteration 0F: 3 clusters Score -526553.6 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -527871.375000 Penalty: 4281.093262
	Iteration 1F: 3 clusters Score -527871.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -528155.312500 Penalty: 4281.093262
	Iteration 2F: 3 clusters Score -528155.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -528399.562500 Penalty: 4281.093262
	Iteration 3F: 3 clusters Score -528399.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -528601.437500 Penalty: 4281.093262
	Iteration 4Q: 3 clusters Score -528601.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -528806.062500 Penalty: 4281.093262
	Iteration 5Q: 3 clusters Score -528806.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -528953.875000 Penalty: 4281.093262
	Iteration 6Q: 3 clusters Score -528953.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -529098.812500 Penalty: 4281.093262
	Iteration 7Q: 3 clusters Score -529098.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -529226.750000 Penalty: 4281.093262
	Iteration 8Q: 3 clusters Score -529226.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -529331.875000 Penalty: 4281.093262
	Iteration 9Q: 3 clusters Score -529331.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -529425.187500 Penalty: 4281.093262
	Iteration 10Q: 3 clusters Score -529425.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -529506.250000 Penalty: 4281.093262
	Iteration 11Q: 3 clusters Score -529506.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -529572.937500 Penalty: 4281.093262
	Iteration 12Q: 3 clusters Score -529572.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -529630.250000 Penalty: 4281.093262
	Iteration 13Q: 3 clusters Score -529630.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -529675.125000 Penalty: 4281.093262
	Iteration 14Q: 3 clusters Score -529675.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -529705.812500 Penalty: 4281.093262
	Iteration 15Q: 3 clusters Score -529705.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -529722.250000 Penalty: 4281.093262
	Iteration 16Q: 3 clusters Score -529722.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -529730.250000 Penalty: 4281.093262
	Iteration 17Q: 3 clusters Score -529730.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -529736.562500 Penalty: 4281.093262
	Iteration 18Q: 3 clusters Score -529736.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -529741.312500 Penalty: 4281.093262
	Iteration 19Q: 3 clusters Score -529741.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -529747.000000 Penalty: 4281.093262
	Iteration 20F: 3 clusters Score -529747 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -529751.500000 Penalty: 4281.093262
	Iteration 21Q: 3 clusters Score -529751.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -529756.562500 Penalty: 4281.093262
	Iteration 22Q: 3 clusters Score -529756.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -529761.062500 Penalty: 4281.093262
	Iteration 23Q: 3 clusters Score -529761.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -529764.500000 Penalty: 4281.093262
	Iteration 24Q: 3 clusters Score -529764.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -529765.937500 Penalty: 4281.093262
	Iteration 25Q: 3 clusters Score -529765.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -529769.562500 Penalty: 4281.093262
	Iteration 26Q: 3 clusters Score -529769.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -529772.125000 Penalty: 4281.093262
	Iteration 27Q: 3 clusters Score -529772.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -529774.812500 Penalty: 4281.093262
	Iteration 28Q: 3 clusters Score -529774.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -529776.812500 Penalty: 4281.093262
	Iteration 29Q: 3 clusters Score -529776.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -529777.500000 Penalty: 4281.093262
	Iteration 30Q: 3 clusters Score -529777.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -529779.625000 Penalty: 4281.093262
	Iteration 31Q: 3 clusters Score -529779.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -529779.500000 Penalty: 4281.093262
	Iteration 32Q: 3 clusters Score -529779.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -529780.687500 Penalty: 4281.093262
	Iteration 33Q: 3 clusters Score -529780.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -529780.750000 Penalty: 4281.093262
	Iteration 34Q: 3 clusters Score -529780.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -529782.750000 Penalty: 4281.093262
	Iteration 35Q: 3 clusters Score -529782.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -529783.437500 Penalty: 4281.093262
	Iteration 36Q: 3 clusters Score -529783.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -529785.062500 Penalty: 4281.093262
	Iteration 37Q: 3 clusters Score -529785.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -529785.062500 Penalty: 4281.093262
	Iteration 38Q: 3 clusters Score -529785.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -529786.312500 Penalty: 4281.093262
	Iteration 39Q: 3 clusters Score -529786.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -529790.000000 Penalty: 4281.093262
	Iteration 40F: 3 clusters Score -529790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -529793.687500 Penalty: 4281.093262
	Iteration 41Q: 3 clusters Score -529793.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -529798.437500 Penalty: 4281.093262
	Iteration 42Q: 3 clusters Score -529798.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -529804.750000 Penalty: 4281.093262
	Iteration 43Q: 3 clusters Score -529804.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -529807.250000 Penalty: 4281.093262
	Iteration 44Q: 3 clusters Score -529807.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -529810.562500 Penalty: 4281.093262
	Iteration 45Q: 3 clusters Score -529810.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -529813.562500 Penalty: 4281.093262
	Iteration 46Q: 3 clusters Score -529813.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -529817.437500 Penalty: 4281.093262
	Iteration 47Q: 3 clusters Score -529817.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -529821.812500 Penalty: 4281.093262
	Iteration 48Q: 3 clusters Score -529821.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -529823.500000 Penalty: 4281.093262
	Iteration 49Q: 3 clusters Score -529823.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -529824.937500 Penalty: 4281.093262
	Iteration 50Q: 3 clusters Score -529824.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -529826.250000 Penalty: 4281.093262
	Iteration 51Q: 3 clusters Score -529826.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -529827.312500 Penalty: 4281.093262
	Iteration 52Q: 3 clusters Score -529827.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -529830.625000 Penalty: 4281.093262
	Iteration 53Q: 3 clusters Score -529830.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -529829.500000 Penalty: 4281.093262
	Iteration 54Q: 3 clusters Score -529829.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -529832.687500 Penalty: 4281.093262
	Iteration 55Q: 3 clusters Score -529832.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -529834.375000 Penalty: 4281.093262
	Iteration 56Q: 3 clusters Score -529834.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -529836.187500 Penalty: 4281.093262
	Iteration 57Q: 3 clusters Score -529836.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -529835.750000 Penalty: 4281.093262
	Iteration 58Q: 3 clusters Score -529835.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -529836.562500 Penalty: 4281.093262
	Iteration 59Q: 3 clusters Score -529836.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -529836.562500 Penalty: 4281.093262
	Iteration 60F: 3 clusters Score -529836.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (39721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39721 members 
Entering Unmasked Estep 
Score: -4055482.750000 Penalty: 2626.229492
	Iteration 0F: 2 clusters Score -4055483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -4028543.500000 Penalty: 5252.458984
	Iteration 0F: 3 clusters Score -4028544 nChanged 18277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -4039539.250000 Penalty: 5252.458984
	Iteration 1F: 3 clusters Score -4039539 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -4041345.750000 Penalty: 5252.458984
	Iteration 2F: 3 clusters Score -4041346 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -4043668.250000 Penalty: 5252.458984
	Iteration 3F: 3 clusters Score -4043668 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -4046168.250000 Penalty: 5252.458984
	Iteration 4F: 3 clusters Score -4046168 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -4048285.250000 Penalty: 5252.458984
	Iteration 5F: 3 clusters Score -4048285 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -4049662.000000 Penalty: 5252.458984
	Iteration 6F: 3 clusters Score -4049662 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -4050443.750000 Penalty: 5252.458984
	Iteration 7Q: 3 clusters Score -4050444 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -4050872.750000 Penalty: 5252.458984
	Iteration 8Q: 3 clusters Score -4050873 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -4051149.750000 Penalty: 5252.458984
	Iteration 9Q: 3 clusters Score -4051150 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -4051321.750000 Penalty: 5252.458984
	Iteration 10Q: 3 clusters Score -4051322 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -4051468.500000 Penalty: 5252.458984
	Iteration 11Q: 3 clusters Score -4051468 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -4051593.000000 Penalty: 5252.458984
	Iteration 12Q: 3 clusters Score -4051593 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -4051726.250000 Penalty: 5252.458984
	Iteration 13Q: 3 clusters Score -4051726 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -4051825.000000 Penalty: 5252.458984
	Iteration 14Q: 3 clusters Score -4051825 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -4051929.250000 Penalty: 5252.458984
	Iteration 15Q: 3 clusters Score -4051929 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -4052024.250000 Penalty: 5252.458984
	Iteration 16Q: 3 clusters Score -4052024 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -4052092.750000 Penalty: 5252.458984
	Iteration 17Q: 3 clusters Score -4052093 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -4052143.000000 Penalty: 5252.458984
	Iteration 18Q: 3 clusters Score -4052143 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -4052205.500000 Penalty: 5252.458984
	Iteration 19Q: 3 clusters Score -4052206 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -4052266.750000 Penalty: 5252.458984
	Iteration 20F: 3 clusters Score -4052267 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -4052297.750000 Penalty: 5252.458984
	Iteration 21Q: 3 clusters Score -4052298 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -4052349.250000 Penalty: 5252.458984
	Iteration 22Q: 3 clusters Score -4052349 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
Score: -4052404.000000 Penalty: 5252.458984
	Iteration 23Q: 3 clusters Score -4052404 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -4052430.750000 Penalty: 5252.458984
	Iteration 24Q: 3 clusters Score -4052431 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -4052477.250000 Penalty: 5252.458984
	Iteration 25Q: 3 clusters Score -4052477 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -4052517.500000 Penalty: 5252.458984
	Iteration 26Q: 3 clusters Score -4052518 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -4052558.250000 Penalty: 5252.458984
	Iteration 27Q: 3 clusters Score -4052558 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -4052586.250000 Penalty: 5252.458984
	Iteration 28Q: 3 clusters Score -4052586 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -4052621.500000 Penalty: 5252.458984
	Iteration 29Q: 3 clusters Score -4052622 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -4052653.500000 Penalty: 5252.458984
	Iteration 30Q: 3 clusters Score -4052654 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -4052661.750000 Penalty: 5252.458984
	Iteration 31Q: 3 clusters Score -4052662 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -4052706.000000 Penalty: 5252.458984
	Iteration 32Q: 3 clusters Score -4052706 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -4052736.750000 Penalty: 5252.458984
	Iteration 33Q: 3 clusters Score -4052737 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -4052763.500000 Penalty: 5252.458984
	Iteration 34Q: 3 clusters Score -4052764 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 30610 members 
Entering Unmasked Estep 
Score: -4052792.000000 Penalty: 5252.458984
	Iteration 35Q: 3 clusters Score -4052792 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -4052803.250000 Penalty: 5252.458984
	Iteration 36Q: 3 clusters Score -4052803 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -4052823.250000 Penalty: 5252.458984
	Iteration 37Q: 3 clusters Score -4052823 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -4052823.000000 Penalty: 5252.458984
	Iteration 38Q: 3 clusters Score -4052823 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -4052853.000000 Penalty: 5252.458984
	Iteration 39Q: 3 clusters Score -4052853 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -4052876.750000 Penalty: 5252.458984
	Iteration 40F: 3 clusters Score -4052877 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 31416 members 
Entering Unmasked Estep 
Score: -4052872.250000 Penalty: 5252.458984
	Iteration 41Q: 3 clusters Score -4052872 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -4052902.750000 Penalty: 5252.458984
	Iteration 42Q: 3 clusters Score -4052903 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -4052914.750000 Penalty: 5252.458984
	Iteration 43Q: 3 clusters Score -4052915 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -4052935.500000 Penalty: 5252.458984
	Iteration 44Q: 3 clusters Score -4052936 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -4052951.750000 Penalty: 5252.458984
	Iteration 45Q: 3 clusters Score -4052952 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 32007 members 
Entering Unmasked Estep 
Score: -4052979.500000 Penalty: 5252.458984
	Iteration 46Q: 3 clusters Score -4052980 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 32126 members 
Entering Unmasked Estep 
Score: -4052993.500000 Penalty: 5252.458984
	Iteration 47Q: 3 clusters Score -4052994 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -4053008.750000 Penalty: 5252.458984
	Iteration 48Q: 3 clusters Score -4053009 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 32378 members 
Entering Unmasked Estep 
Score: -4053031.000000 Penalty: 5252.458984
	Iteration 49Q: 3 clusters Score -4053031 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -4053070.000000 Penalty: 5252.458984
	Iteration 50Q: 3 clusters Score -4053070 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -4053101.750000 Penalty: 5252.458984
	Iteration 51Q: 3 clusters Score -4053102 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -4053115.000000 Penalty: 5252.458984
	Iteration 52Q: 3 clusters Score -4053115 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -4053155.250000 Penalty: 5252.458984
	Iteration 53Q: 3 clusters Score -4053155 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -4053168.000000 Penalty: 5252.458984
	Iteration 54Q: 3 clusters Score -4053168 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 33316 members 
Entering Unmasked Estep 
Score: -4053207.000000 Penalty: 5252.458984
	Iteration 55Q: 3 clusters Score -4053207 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 33481 members 
Entering Unmasked Estep 
Score: -4053235.500000 Penalty: 5252.458984
	Iteration 56Q: 3 clusters Score -4053236 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -4053273.250000 Penalty: 5252.458984
	Iteration 57Q: 3 clusters Score -4053273 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 33838 members 
Entering Unmasked Estep 
Score: -4053323.500000 Penalty: 5252.458984
	Iteration 58Q: 3 clusters Score -4053324 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 34002 members 
Entering Unmasked Estep 
Score: -4053366.750000 Penalty: 5252.458984
	Iteration 59Q: 3 clusters Score -4053367 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -4053415.250000 Penalty: 5252.458984
	Iteration 60F: 3 clusters Score -4053415 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
Score: -4053469.750000 Penalty: 5252.458984
	Iteration 61Q: 3 clusters Score -4053470 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 34479 members 
Entering Unmasked Estep 
Score: -4053506.500000 Penalty: 5252.458984
	Iteration 62Q: 3 clusters Score -4053506 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -4053565.000000 Penalty: 5252.458984
	Iteration 63Q: 3 clusters Score -4053565 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -4053620.000000 Penalty: 5252.458984
	Iteration 64Q: 3 clusters Score -4053620 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -4053674.000000 Penalty: 5252.458984
	Iteration 65Q: 3 clusters Score -4053674 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -4053699.500000 Penalty: 5252.458984
	Iteration 66Q: 3 clusters Score -4053700 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -4053738.250000 Penalty: 5252.458984
	Iteration 67Q: 3 clusters Score -4053738 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -4053775.750000 Penalty: 5252.458984
	Iteration 68Q: 3 clusters Score -4053776 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -4053821.750000 Penalty: 5252.458984
	Iteration 69Q: 3 clusters Score -4053822 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -4053848.250000 Penalty: 5252.458984
	Iteration 70Q: 3 clusters Score -4053848 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 35596 members 
Entering Unmasked Estep 
Score: -4053854.000000 Penalty: 5252.458984
	Iteration 71Q: 3 clusters Score -4053854 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -4053883.000000 Penalty: 5252.458984
	Iteration 72Q: 3 clusters Score -4053883 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 35798 members 
Entering Unmasked Estep 
Score: -4053914.500000 Penalty: 5252.458984
	Iteration 73Q: 3 clusters Score -4053914 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -4053933.750000 Penalty: 5252.458984
	Iteration 74Q: 3 clusters Score -4053934 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -4053947.500000 Penalty: 5252.458984
	Iteration 75Q: 3 clusters Score -4053948 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -4053964.000000 Penalty: 5252.458984
	Iteration 76Q: 3 clusters Score -4053964 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -4053976.750000 Penalty: 5252.458984
	Iteration 77Q: 3 clusters Score -4053977 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -4054006.750000 Penalty: 5252.458984
	Iteration 78Q: 3 clusters Score -4054007 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 36191 members 
Entering Unmasked Estep 
Score: -4054006.750000 Penalty: 5252.458984
	Iteration 79Q: 3 clusters Score -4054007 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -4054020.250000 Penalty: 5252.458984
	Iteration 80F: 3 clusters Score -4054020 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -4054028.000000 Penalty: 5252.458984
	Iteration 81Q: 3 clusters Score -4054028 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -4054031.000000 Penalty: 5252.458984
	Iteration 82Q: 3 clusters Score -4054031 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 36338 members 
Entering Unmasked Estep 
Score: -4054035.750000 Penalty: 5252.458984
	Iteration 83Q: 3 clusters Score -4054036 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 36360 members 
Entering Unmasked Estep 
Score: -4054037.750000 Penalty: 5252.458984
	Iteration 84Q: 3 clusters Score -4054038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -4054039.000000 Penalty: 5252.458984
	Iteration 85Q: 3 clusters Score -4054039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 36386 members 
Entering Unmasked Estep 
Score: -4054048.000000 Penalty: 5252.458984
	Iteration 86Q: 3 clusters Score -4054048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 36397 members 
Entering Unmasked Estep 
Score: -4054046.500000 Penalty: 5252.458984
	Iteration 87Q: 3 clusters Score -4054046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 36409 members 
Entering Unmasked Estep 
Score: -4054046.750000 Penalty: 5252.458984
	Iteration 88Q: 3 clusters Score -4054047 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 36424 members 
Entering Unmasked Estep 
Score: -4054058.500000 Penalty: 5252.458984
	Iteration 89Q: 3 clusters Score -4054058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 36447 members 
Entering Unmasked Estep 
Score: -4054054.000000 Penalty: 5252.458984
	Iteration 90Q: 3 clusters Score -4054054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 36465 members 
Entering Unmasked Estep 
Score: -4054056.000000 Penalty: 5252.458984
	Iteration 91Q: 3 clusters Score -4054056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 36483 members 
Entering Unmasked Estep 
Score: -4054055.500000 Penalty: 5252.458984
	Iteration 92Q: 3 clusters Score -4054056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
Score: -4054051.500000 Penalty: 5252.458984
	Iteration 93Q: 3 clusters Score -4054052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -4054055.500000 Penalty: 5252.458984
	Iteration 94Q: 3 clusters Score -4054056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 36509 members 
Entering Unmasked Estep 
Score: -4054061.000000 Penalty: 5252.458984
	Iteration 95Q: 3 clusters Score -4054061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -4054069.250000 Penalty: 5252.458984
	Iteration 96Q: 3 clusters Score -4054069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -4054063.000000 Penalty: 5252.458984
	Iteration 97Q: 3 clusters Score -4054063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 36529 members 
Entering Unmasked Estep 
Score: -4054058.250000 Penalty: 5252.458984
	Iteration 98Q: 3 clusters Score -4054058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 36532 members 
Entering Unmasked Estep 
Score: -4054064.250000 Penalty: 5252.458984
	Iteration 99Q: 3 clusters Score -4054064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 36534 members 
Entering Unmasked Estep 
Score: -4054063.250000 Penalty: 5252.458984
	Iteration 100F: 3 clusters Score -4054063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 36537 members 
Entering Unmasked Estep 
Score: -4054064.500000 Penalty: 5252.458984
	Iteration 101Q: 3 clusters Score -4054064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 36539 members 
Entering Unmasked Estep 
Score: -4054063.500000 Penalty: 5252.458984
	Iteration 102Q: 3 clusters Score -4054064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 36541 members 
Entering Unmasked Estep 
Score: -4054063.250000 Penalty: 5252.458984
	Iteration 103Q: 3 clusters Score -4054063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -4054060.000000 Penalty: 5252.458984
	Iteration 104Q: 3 clusters Score -4054060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 36549 members 
Entering Unmasked Estep 
Score: -4054061.750000 Penalty: 5252.458984
	Iteration 105Q: 3 clusters Score -4054062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -4054070.000000 Penalty: 5252.458984
	Iteration 106Q: 3 clusters Score -4054070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -4054070.750000 Penalty: 5252.458984
	Iteration 107Q: 3 clusters Score -4054071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 36561 members 
Entering Unmasked Estep 
Score: -4054077.000000 Penalty: 5252.458984
	Iteration 108Q: 3 clusters Score -4054077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 36566 members 
Entering Unmasked Estep 
Score: -4054078.000000 Penalty: 5252.458984
	Iteration 109Q: 3 clusters Score -4054078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 36572 members 
Entering Unmasked Estep 
Score: -4054073.500000 Penalty: 5252.458984
	Iteration 110Q: 3 clusters Score -4054074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 36575 members 
Entering Unmasked Estep 
Score: -4054073.250000 Penalty: 5252.458984
	Iteration 111Q: 3 clusters Score -4054073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -4054075.250000 Penalty: 5252.458984
	Iteration 112Q: 3 clusters Score -4054075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -4054073.500000 Penalty: 5252.458984
	Iteration 113Q: 3 clusters Score -4054074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -4054077.000000 Penalty: 5252.458984
	Iteration 114Q: 3 clusters Score -4054077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -4054085.000000 Penalty: 5252.458984
	Iteration 115Q: 3 clusters Score -4054085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 36608 members 
Entering Unmasked Estep 
Score: -4054086.500000 Penalty: 5252.458984
	Iteration 116Q: 3 clusters Score -4054086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -4054090.250000 Penalty: 5252.458984
	Iteration 117Q: 3 clusters Score -4054090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 36613 members 
Entering Unmasked Estep 
Score: -4054089.250000 Penalty: 5252.458984
	Iteration 118Q: 3 clusters Score -4054089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -4054086.000000 Penalty: 5252.458984
	Iteration 119Q: 3 clusters Score -4054086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -4054086.000000 Penalty: 5252.458984
	Iteration 120F: 3 clusters Score -4054086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Entering Unmasked Estep 
Score: -133257.250000 Penalty: 1792.640259
	Iteration 0F: 2 clusters Score -133257.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -131057.601562 Penalty: 3585.280518
	Iteration 0F: 3 clusters Score -131057.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -131447.265625 Penalty: 3585.280518
	Iteration 1F: 3 clusters Score -131447.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -131569.703125 Penalty: 3585.280518
	Iteration 2F: 3 clusters Score -131569.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -131664.265625 Penalty: 3585.280518
	Iteration 3Q: 3 clusters Score -131664.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -131732.968750 Penalty: 3585.280518
	Iteration 4Q: 3 clusters Score -131733 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -131783.171875 Penalty: 3585.280518
	Iteration 5Q: 3 clusters Score -131783.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -131805.984375 Penalty: 3585.280518
	Iteration 6Q: 3 clusters Score -131806 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -131828.312500 Penalty: 3585.280518
	Iteration 7Q: 3 clusters Score -131828.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -131845.484375 Penalty: 3585.280518
	Iteration 8Q: 3 clusters Score -131845.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -131864.906250 Penalty: 3585.280518
	Iteration 9Q: 3 clusters Score -131864.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -131879.734375 Penalty: 3585.280518
	Iteration 10Q: 3 clusters Score -131879.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -131898.750000 Penalty: 3585.280518
	Iteration 11Q: 3 clusters Score -131898.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -131911.140625 Penalty: 3585.280518
	Iteration 12Q: 3 clusters Score -131911.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -131921.921875 Penalty: 3585.280518
	Iteration 13Q: 3 clusters Score -131921.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -131929.656250 Penalty: 3585.280518
	Iteration 14Q: 3 clusters Score -131929.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -131934.078125 Penalty: 3585.280518
	Iteration 15Q: 3 clusters Score -131934.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -131936.265625 Penalty: 3585.280518
	Iteration 16Q: 3 clusters Score -131936.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -131937.687500 Penalty: 3585.280518
	Iteration 17Q: 3 clusters Score -131937.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -131941.203125 Penalty: 3585.280518
	Iteration 18Q: 3 clusters Score -131941.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -131943.546875 Penalty: 3585.280518
	Iteration 19Q: 3 clusters Score -131943.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -131945.109375 Penalty: 3585.280518
	Iteration 20F: 3 clusters Score -131945.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -131946.093750 Penalty: 3585.280518
	Iteration 21Q: 3 clusters Score -131946.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -131946.093750 Penalty: 3585.280518
	Iteration 22F: 3 clusters Score -131946.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Entering Unmasked Estep 
Score: -337947.656250 Penalty: 1997.206299
	Iteration 0F: 2 clusters Score -337947.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -334552.031250 Penalty: 3994.412598
	Iteration 0F: 3 clusters Score -334552 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -335292.093750 Penalty: 3994.412598
	Iteration 1F: 3 clusters Score -335292.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -335497.125000 Penalty: 3994.412598
	Iteration 2F: 3 clusters Score -335497.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -335653.312500 Penalty: 3994.412598
	Iteration 3F: 3 clusters Score -335653.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -335769.218750 Penalty: 3994.412598
	Iteration 4Q: 3 clusters Score -335769.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -335874.468750 Penalty: 3994.412598
	Iteration 5Q: 3 clusters Score -335874.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -335959.562500 Penalty: 3994.412598
	Iteration 6Q: 3 clusters Score -335959.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -336049.343750 Penalty: 3994.412598
	Iteration 7Q: 3 clusters Score -336049.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -336125.781250 Penalty: 3994.412598
	Iteration 8Q: 3 clusters Score -336125.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -336198.625000 Penalty: 3994.412598
	Iteration 9Q: 3 clusters Score -336198.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -336255.750000 Penalty: 3994.412598
	Iteration 10Q: 3 clusters Score -336255.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -336331.468750 Penalty: 3994.412598
	Iteration 11Q: 3 clusters Score -336331.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -336396.250000 Penalty: 3994.412598
	Iteration 12Q: 3 clusters Score -336396.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -336454.343750 Penalty: 3994.412598
	Iteration 13Q: 3 clusters Score -336454.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -336499.312500 Penalty: 3994.412598
	Iteration 14Q: 3 clusters Score -336499.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -336541.812500 Penalty: 3994.412598
	Iteration 15Q: 3 clusters Score -336541.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -336573.843750 Penalty: 3994.412598
	Iteration 16Q: 3 clusters Score -336573.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -336596.968750 Penalty: 3994.412598
	Iteration 17Q: 3 clusters Score -336597 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -336626.437500 Penalty: 3994.412598
	Iteration 18Q: 3 clusters Score -336626.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -336655.218750 Penalty: 3994.412598
	Iteration 19Q: 3 clusters Score -336655.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -336686.218750 Penalty: 3994.412598
	Iteration 20F: 3 clusters Score -336686.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -336712.843750 Penalty: 3994.412598
	Iteration 21Q: 3 clusters Score -336712.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -336729.937500 Penalty: 3994.412598
	Iteration 22Q: 3 clusters Score -336729.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -336743.218750 Penalty: 3994.412598
	Iteration 23Q: 3 clusters Score -336743.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -336753.093750 Penalty: 3994.412598
	Iteration 24Q: 3 clusters Score -336753.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -336756.906250 Penalty: 3994.412598
	Iteration 25Q: 3 clusters Score -336756.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -336757.906250 Penalty: 3994.412598
	Iteration 26Q: 3 clusters Score -336757.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -336761.031250 Penalty: 3994.412598
	Iteration 27Q: 3 clusters Score -336761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -336761.437500 Penalty: 3994.412598
	Iteration 28Q: 3 clusters Score -336761.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -336761.437500 Penalty: 3994.412598
	Iteration 29F: 3 clusters Score -336761.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Entering Unmasked Estep 
Score: -951825.062500 Penalty: 2254.090820
	Iteration 0F: 2 clusters Score -951825.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -944848.625000 Penalty: 4508.181641
	Iteration 0F: 3 clusters Score -944848.6 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -946803.812500 Penalty: 4508.181641
	Iteration 1F: 3 clusters Score -946803.8 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -947048.000000 Penalty: 4508.181641
	Iteration 2F: 3 clusters Score -947048 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -947205.250000 Penalty: 4508.181641
	Iteration 3Q: 3 clusters Score -947205.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -947314.437500 Penalty: 4508.181641
	Iteration 4Q: 3 clusters Score -947314.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -947425.812500 Penalty: 4508.181641
	Iteration 5Q: 3 clusters Score -947425.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -947522.125000 Penalty: 4508.181641
	Iteration 6Q: 3 clusters Score -947522.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -947610.500000 Penalty: 4508.181641
	Iteration 7Q: 3 clusters Score -947610.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -947703.812500 Penalty: 4508.181641
	Iteration 8Q: 3 clusters Score -947703.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -947800.312500 Penalty: 4508.181641
	Iteration 9Q: 3 clusters Score -947800.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -947902.187500 Penalty: 4508.181641
	Iteration 10Q: 3 clusters Score -947902.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -947995.000000 Penalty: 4508.181641
	Iteration 11Q: 3 clusters Score -947995 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -948085.000000 Penalty: 4508.181641
	Iteration 12Q: 3 clusters Score -948085 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -948174.812500 Penalty: 4508.181641
	Iteration 13Q: 3 clusters Score -948174.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -948274.500000 Penalty: 4508.181641
	Iteration 14Q: 3 clusters Score -948274.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -948396.375000 Penalty: 4508.181641
	Iteration 15Q: 3 clusters Score -948396.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -948516.687500 Penalty: 4508.181641
	Iteration 16Q: 3 clusters Score -948516.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -948661.625000 Penalty: 4508.181641
	Iteration 17Q: 3 clusters Score -948661.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -948788.562500 Penalty: 4508.181641
	Iteration 18Q: 3 clusters Score -948788.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -948918.375000 Penalty: 4508.181641
	Iteration 19Q: 3 clusters Score -948918.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -949058.562500 Penalty: 4508.181641
	Iteration 20F: 3 clusters Score -949058.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -949204.687500 Penalty: 4508.181641
	Iteration 21Q: 3 clusters Score -949204.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -949348.000000 Penalty: 4508.181641
	Iteration 22Q: 3 clusters Score -949348 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -949475.375000 Penalty: 4508.181641
	Iteration 23Q: 3 clusters Score -949475.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -949580.625000 Penalty: 4508.181641
	Iteration 24Q: 3 clusters Score -949580.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -949648.375000 Penalty: 4508.181641
	Iteration 25Q: 3 clusters Score -949648.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -949697.875000 Penalty: 4508.181641
	Iteration 26Q: 3 clusters Score -949697.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -949742.250000 Penalty: 4508.181641
	Iteration 27Q: 3 clusters Score -949742.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -949759.687500 Penalty: 4508.181641
	Iteration 28Q: 3 clusters Score -949759.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -949775.750000 Penalty: 4508.181641
	Iteration 29Q: 3 clusters Score -949775.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -949790.062500 Penalty: 4508.181641
	Iteration 30Q: 3 clusters Score -949790.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -949799.437500 Penalty: 4508.181641
	Iteration 31Q: 3 clusters Score -949799.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -949813.312500 Penalty: 4508.181641
	Iteration 32Q: 3 clusters Score -949813.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -949819.750000 Penalty: 4508.181641
	Iteration 33Q: 3 clusters Score -949819.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -949831.375000 Penalty: 4508.181641
	Iteration 34Q: 3 clusters Score -949831.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -949838.562500 Penalty: 4508.181641
	Iteration 35Q: 3 clusters Score -949838.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -949847.812500 Penalty: 4508.181641
	Iteration 36Q: 3 clusters Score -949847.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -949854.625000 Penalty: 4508.181641
	Iteration 37Q: 3 clusters Score -949854.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -949859.187500 Penalty: 4508.181641
	Iteration 38Q: 3 clusters Score -949859.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -949860.125000 Penalty: 4508.181641
	Iteration 39Q: 3 clusters Score -949860.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -949860.500000 Penalty: 4508.181641
	Iteration 40F: 3 clusters Score -949860.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -445517.531250 Penalty: 2073.239746
	Iteration 0F: 2 clusters Score -445517.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -441525.906250 Penalty: 4146.479492
	Iteration 0F: 3 clusters Score -441525.9 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -442516.687500 Penalty: 4146.479492
	Iteration 1F: 3 clusters Score -442516.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -442837.437500 Penalty: 4146.479492
	Iteration 2F: 3 clusters Score -442837.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -443121.125000 Penalty: 4146.479492
	Iteration 3F: 3 clusters Score -443121.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -443338.250000 Penalty: 4146.479492
	Iteration 4F: 3 clusters Score -443338.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -443503.875000 Penalty: 4146.479492
	Iteration 5Q: 3 clusters Score -443503.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -443653.343750 Penalty: 4146.479492
	Iteration 6Q: 3 clusters Score -443653.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -443763.375000 Penalty: 4146.479492
	Iteration 7Q: 3 clusters Score -443763.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -443877.625000 Penalty: 4146.479492
	Iteration 8Q: 3 clusters Score -443877.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -443973.718750 Penalty: 4146.479492
	Iteration 9Q: 3 clusters Score -443973.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -444077.562500 Penalty: 4146.479492
	Iteration 10Q: 3 clusters Score -444077.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -444161.593750 Penalty: 4146.479492
	Iteration 11Q: 3 clusters Score -444161.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -444252.250000 Penalty: 4146.479492
	Iteration 12Q: 3 clusters Score -444252.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -444371.781250 Penalty: 4146.479492
	Iteration 13Q: 3 clusters Score -444371.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -444526.937500 Penalty: 4146.479492
	Iteration 14Q: 3 clusters Score -444526.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -444666.187500 Penalty: 4146.479492
	Iteration 15Q: 3 clusters Score -444666.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -444773.906250 Penalty: 4146.479492
	Iteration 16Q: 3 clusters Score -444773.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -444870.968750 Penalty: 4146.479492
	Iteration 17Q: 3 clusters Score -444871 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -444950.937500 Penalty: 4146.479492
	Iteration 18Q: 3 clusters Score -444950.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -444995.375000 Penalty: 4146.479492
	Iteration 19Q: 3 clusters Score -444995.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -445024.750000 Penalty: 4146.479492
	Iteration 20F: 3 clusters Score -445024.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -445046.906250 Penalty: 4146.479492
	Iteration 21Q: 3 clusters Score -445046.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -445055.656250 Penalty: 4146.479492
	Iteration 22Q: 3 clusters Score -445055.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -445062.187500 Penalty: 4146.479492
	Iteration 23Q: 3 clusters Score -445062.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -445066.968750 Penalty: 4146.479492
	Iteration 24Q: 3 clusters Score -445067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -445070.437500 Penalty: 4146.479492
	Iteration 25Q: 3 clusters Score -445070.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -445072.031250 Penalty: 4146.479492
	Iteration 26Q: 3 clusters Score -445072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -445073.937500 Penalty: 4146.479492
	Iteration 27Q: 3 clusters Score -445073.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -445073.562500 Penalty: 4146.479492
	Iteration 28Q: 3 clusters Score -445073.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -445075.656250 Penalty: 4146.479492
	Iteration 29Q: 3 clusters Score -445075.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -445077.000000 Penalty: 4146.479492
	Iteration 30Q: 3 clusters Score -445077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -445077.000000 Penalty: 4146.479492
	Iteration 31F: 3 clusters Score -445077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Entering Unmasked Estep 
Score: -390811.906250 Penalty: 2041.051025
	Iteration 0F: 2 clusters Score -390811.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -387000.906250 Penalty: 4082.102051
	Iteration 0F: 3 clusters Score -387000.9 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -387840.906250 Penalty: 4082.102051
	Iteration 1F: 3 clusters Score -387840.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -388048.500000 Penalty: 4082.102051
	Iteration 2F: 3 clusters Score -388048.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -388191.406250 Penalty: 4082.102051
	Iteration 3F: 3 clusters Score -388191.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -388331.250000 Penalty: 4082.102051
	Iteration 4Q: 3 clusters Score -388331.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -388488.406250 Penalty: 4082.102051
	Iteration 5Q: 3 clusters Score -388488.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -388653.125000 Penalty: 4082.102051
	Iteration 6Q: 3 clusters Score -388653.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -388803.281250 Penalty: 4082.102051
	Iteration 7Q: 3 clusters Score -388803.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -388950.343750 Penalty: 4082.102051
	Iteration 8Q: 3 clusters Score -388950.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -389073.937500 Penalty: 4082.102051
	Iteration 9Q: 3 clusters Score -389073.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -389187.687500 Penalty: 4082.102051
	Iteration 10Q: 3 clusters Score -389187.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -389306.218750 Penalty: 4082.102051
	Iteration 11Q: 3 clusters Score -389306.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -389422.968750 Penalty: 4082.102051
	Iteration 12Q: 3 clusters Score -389423 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -389553.968750 Penalty: 4082.102051
	Iteration 13Q: 3 clusters Score -389554 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -389730.093750 Penalty: 4082.102051
	Iteration 14Q: 3 clusters Score -389730.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -390061.156250 Penalty: 4082.102051
	Iteration 15Q: 3 clusters Score -390061.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -390836.093750 Penalty: 4082.102051
	Iteration 16F: 3 clusters Score -390836.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -391801.781250 Penalty: 4082.102051
	Iteration 17Q: 3 clusters Score -391801.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -391996.000000 Penalty: 4082.102051
	Iteration 18Q: 3 clusters Score -391996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -392016.875000 Penalty: 4082.102051
	Iteration 19Q: 3 clusters Score -392016.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -392020.500000 Penalty: 4082.102051
	Iteration 20F: 3 clusters Score -392020.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157268 members 
Mstep: Class 2 contains 2918 members 
Mstep: Class 3 contains 12434 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 23688 members 
Mstep: Class 6 contains 72497 members 
Mstep: Class 7 contains 11166 members 
Mstep: Class 8 contains 1639 members 
Mstep: Class 9 contains 181999 members 
Mstep: Class 10 contains 12687 members 
Mstep: Class 11 contains 57245 members 
Mstep: Class 12 contains 2688 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 48927 members 
Mstep: Class 15 contains 12304 members 
Mstep: Class 16 contains 7509 members 
Mstep: Class 17 contains 25403 members 
Mstep: Class 18 contains 103153 members 
Mstep: Class 19 contains 3000 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 39721 members 
Mstep: Class 22 contains 1378 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 8858 members 
Mstep: Class 25 contains 4272 members 
Mstep: Class 26 contains 1643 members 
Mstep: Class 27 contains 2205 members 
Mstep: Class 28 contains 14408 members 
Mstep: Class 29 contains 23058 members 
Mstep: Class 30 contains 3080 members 
Mstep: Class 31 contains 13425 members 
Mstep: Class 32 contains 8063 members 
Mstep: Class 33 contains 67266 members 
Mstep: Class 34 contains 26234 members 
Mstep: Class 35 contains 15255 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18709 members 
Mstep: Class 38 contains 1791 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13472 members 
Mstep: Class 44 contains 3546 members 
Mstep: Class 45 contains 5716 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18763 members 
Mstep: Class 48 contains 3594 members 
Mstep: Class 49 contains 1637 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33270 members 
Mstep: Class 52 contains 8065 members 
Mstep: Class 53 contains 2109 members 
Entering Unmasked Estep 
Score: -115181168.000000 Penalty: 182896.359375
Splitting cluster 26 changes total score from -115181584.000000 to -115181168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (2205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Entering Unmasked Estep 
Score: -243844.125000 Penalty: 1909.223755
	Iteration 0F: 2 clusters Score -243844.1 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 1085 members 
Entering Unmasked Estep 
Score: -241102.796875 Penalty: 3818.447510
	Iteration 0F: 3 clusters Score -241102.8 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -241616.687500 Penalty: 3818.447510
	Iteration 1F: 3 clusters Score -241616.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -241732.296875 Penalty: 3818.447510
	Iteration 2F: 3 clusters Score -241732.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -241797.593750 Penalty: 3818.447510
	Iteration 3Q: 3 clusters Score -241797.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -241834.609375 Penalty: 3818.447510
	Iteration 4Q: 3 clusters Score -241834.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -241859.093750 Penalty: 3818.447510
	Iteration 5Q: 3 clusters Score -241859.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -241873.937500 Penalty: 3818.447510
	Iteration 6Q: 3 clusters Score -241873.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -241887.546875 Penalty: 3818.447510
	Iteration 7Q: 3 clusters Score -241887.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -241898.656250 Penalty: 3818.447510
	Iteration 8Q: 3 clusters Score -241898.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -241911.468750 Penalty: 3818.447510
	Iteration 9Q: 3 clusters Score -241911.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -241926.375000 Penalty: 3818.447510
	Iteration 10Q: 3 clusters Score -241926.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -241936.812500 Penalty: 3818.447510
	Iteration 11Q: 3 clusters Score -241936.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -241951.093750 Penalty: 3818.447510
	Iteration 12Q: 3 clusters Score -241951.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -241958.375000 Penalty: 3818.447510
	Iteration 13Q: 3 clusters Score -241958.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -241963.750000 Penalty: 3818.447510
	Iteration 14Q: 3 clusters Score -241963.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -241969.421875 Penalty: 3818.447510
	Iteration 15Q: 3 clusters Score -241969.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -241971.656250 Penalty: 3818.447510
	Iteration 16Q: 3 clusters Score -241971.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -241973.093750 Penalty: 3818.447510
	Iteration 17Q: 3 clusters Score -241973.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -241977.921875 Penalty: 3818.447510
	Iteration 18Q: 3 clusters Score -241977.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -241982.515625 Penalty: 3818.447510
	Iteration 19Q: 3 clusters Score -241982.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -241987.437500 Penalty: 3818.447510
	Iteration 20F: 3 clusters Score -241987.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -241989.765625 Penalty: 3818.447510
	Iteration 21Q: 3 clusters Score -241989.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -241993.984375 Penalty: 3818.447510
	Iteration 22Q: 3 clusters Score -241994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -241999.687500 Penalty: 3818.447510
	Iteration 23Q: 3 clusters Score -241999.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -242004.437500 Penalty: 3818.447510
	Iteration 24Q: 3 clusters Score -242004.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -242006.078125 Penalty: 3818.447510
	Iteration 25Q: 3 clusters Score -242006.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -242007.265625 Penalty: 3818.447510
	Iteration 26Q: 3 clusters Score -242007.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -242010.312500 Penalty: 3818.447510
	Iteration 27Q: 3 clusters Score -242010.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -242014.203125 Penalty: 3818.447510
	Iteration 28Q: 3 clusters Score -242014.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -242015.875000 Penalty: 3818.447510
	Iteration 29Q: 3 clusters Score -242015.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -242019.375000 Penalty: 3818.447510
	Iteration 30Q: 3 clusters Score -242019.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -242021.187500 Penalty: 3818.447510
	Iteration 31Q: 3 clusters Score -242021.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -242022.843750 Penalty: 3818.447510
	Iteration 32Q: 3 clusters Score -242022.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -242022.843750 Penalty: 3818.447510
	Iteration 33F: 3 clusters Score -242022.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (14408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Entering Unmasked Estep 
Score: -1549019.875000 Penalty: 2374.733643
	Iteration 0F: 2 clusters Score -1549020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1538623.750000 Penalty: 4749.467285
	Iteration 0F: 3 clusters Score -1538624 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1542383.000000 Penalty: 4749.467285
	Iteration 1F: 3 clusters Score -1542383 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1543049.875000 Penalty: 4749.467285
	Iteration 2F: 3 clusters Score -1543050 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1543565.000000 Penalty: 4749.467285
	Iteration 3F: 3 clusters Score -1543565 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1544023.250000 Penalty: 4749.467285
	Iteration 4F: 3 clusters Score -1544023 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1544455.250000 Penalty: 4749.467285
	Iteration 5F: 3 clusters Score -1544455 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1544899.750000 Penalty: 4749.467285
	Iteration 6F: 3 clusters Score -1544900 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1545426.625000 Penalty: 4749.467285
	Iteration 7F: 3 clusters Score -1545427 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1545976.875000 Penalty: 4749.467285
	Iteration 8F: 3 clusters Score -1545977 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1546459.375000 Penalty: 4749.467285
	Iteration 9Q: 3 clusters Score -1546459 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1546871.250000 Penalty: 4749.467285
	Iteration 10Q: 3 clusters Score -1546871 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1547186.875000 Penalty: 4749.467285
	Iteration 11Q: 3 clusters Score -1547187 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1547404.750000 Penalty: 4749.467285
	Iteration 12Q: 3 clusters Score -1547405 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1547565.250000 Penalty: 4749.467285
	Iteration 13Q: 3 clusters Score -1547565 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1547682.750000 Penalty: 4749.467285
	Iteration 14Q: 3 clusters Score -1547683 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1547777.000000 Penalty: 4749.467285
	Iteration 15Q: 3 clusters Score -1547777 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1547850.750000 Penalty: 4749.467285
	Iteration 16Q: 3 clusters Score -1547851 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1547925.000000 Penalty: 4749.467285
	Iteration 17Q: 3 clusters Score -1547925 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1547987.375000 Penalty: 4749.467285
	Iteration 18Q: 3 clusters Score -1547987 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -1548031.000000 Penalty: 4749.467285
	Iteration 19Q: 3 clusters Score -1548031 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1548071.750000 Penalty: 4749.467285
	Iteration 20F: 3 clusters Score -1548072 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -1548097.250000 Penalty: 4749.467285
	Iteration 21Q: 3 clusters Score -1548097 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -1548119.000000 Penalty: 4749.467285
	Iteration 22Q: 3 clusters Score -1548119 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1548139.375000 Penalty: 4749.467285
	Iteration 23Q: 3 clusters Score -1548139 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -1548151.500000 Penalty: 4749.467285
	Iteration 24Q: 3 clusters Score -1548152 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1548164.750000 Penalty: 4749.467285
	Iteration 25Q: 3 clusters Score -1548165 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1548171.875000 Penalty: 4749.467285
	Iteration 26Q: 3 clusters Score -1548172 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -1548189.125000 Penalty: 4749.467285
	Iteration 27Q: 3 clusters Score -1548189 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1548192.875000 Penalty: 4749.467285
	Iteration 28Q: 3 clusters Score -1548193 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -1548215.125000 Penalty: 4749.467285
	Iteration 29Q: 3 clusters Score -1548215 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -1548224.500000 Penalty: 4749.467285
	Iteration 30Q: 3 clusters Score -1548224 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -1548238.750000 Penalty: 4749.467285
	Iteration 31Q: 3 clusters Score -1548239 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1548251.750000 Penalty: 4749.467285
	Iteration 32Q: 3 clusters Score -1548252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1548251.875000 Penalty: 4749.467285
	Iteration 33Q: 3 clusters Score -1548252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1548263.625000 Penalty: 4749.467285
	Iteration 34Q: 3 clusters Score -1548264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1548267.000000 Penalty: 4749.467285
	Iteration 35Q: 3 clusters Score -1548267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1548271.625000 Penalty: 4749.467285
	Iteration 36Q: 3 clusters Score -1548272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1548275.625000 Penalty: 4749.467285
	Iteration 37Q: 3 clusters Score -1548276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1548277.000000 Penalty: 4749.467285
	Iteration 38Q: 3 clusters Score -1548277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1548277.750000 Penalty: 4749.467285
	Iteration 39Q: 3 clusters Score -1548278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -1548279.750000 Penalty: 4749.467285
	Iteration 40F: 3 clusters Score -1548280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1548277.625000 Penalty: 4749.467285
	Iteration 41Q: 3 clusters Score -1548278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -1548281.625000 Penalty: 4749.467285
	Iteration 42Q: 3 clusters Score -1548282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -1548280.500000 Penalty: 4749.467285
	Iteration 43Q: 3 clusters Score -1548280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -1548280.125000 Penalty: 4749.467285
	Iteration 44Q: 3 clusters Score -1548280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1548279.250000 Penalty: 4749.467285
	Iteration 45Q: 3 clusters Score -1548279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1548279.250000 Penalty: 4749.467285
	Iteration 46F: 3 clusters Score -1548279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (23058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Entering Unmasked Estep 
Score: -2415432.000000 Penalty: 2491.350342
	Iteration 0F: 2 clusters Score -2415432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -2399308.500000 Penalty: 4982.700684
	Iteration 0F: 3 clusters Score -2399308 nChanged 10269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2404937.000000 Penalty: 4982.700684
	Iteration 1F: 3 clusters Score -2404937 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -2405433.250000 Penalty: 4982.700684
	Iteration 2F: 3 clusters Score -2405433 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -2405933.250000 Penalty: 4982.700684
	Iteration 3Q: 3 clusters Score -2405933 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -2406453.000000 Penalty: 4982.700684
	Iteration 4Q: 3 clusters Score -2406453 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2406952.250000 Penalty: 4982.700684
	Iteration 5Q: 3 clusters Score -2406952 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -2407442.250000 Penalty: 4982.700684
	Iteration 6Q: 3 clusters Score -2407442 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -2407846.250000 Penalty: 4982.700684
	Iteration 7Q: 3 clusters Score -2407846 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -2408257.500000 Penalty: 4982.700684
	Iteration 8Q: 3 clusters Score -2408258 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -2408638.000000 Penalty: 4982.700684
	Iteration 9Q: 3 clusters Score -2408638 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -2408996.250000 Penalty: 4982.700684
	Iteration 10Q: 3 clusters Score -2408996 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -2409359.000000 Penalty: 4982.700684
	Iteration 11Q: 3 clusters Score -2409359 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -2409717.250000 Penalty: 4982.700684
	Iteration 12Q: 3 clusters Score -2409717 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -2410138.500000 Penalty: 4982.700684
	Iteration 13Q: 3 clusters Score -2410138 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -2410545.750000 Penalty: 4982.700684
	Iteration 14Q: 3 clusters Score -2410546 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -2410894.750000 Penalty: 4982.700684
	Iteration 15Q: 3 clusters Score -2410895 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -2411274.750000 Penalty: 4982.700684
	Iteration 16Q: 3 clusters Score -2411275 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -2411604.500000 Penalty: 4982.700684
	Iteration 17Q: 3 clusters Score -2411604 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -2411896.000000 Penalty: 4982.700684
	Iteration 18Q: 3 clusters Score -2411896 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -2412141.000000 Penalty: 4982.700684
	Iteration 19Q: 3 clusters Score -2412141 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -2412391.500000 Penalty: 4982.700684
	Iteration 20F: 3 clusters Score -2412392 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2412590.250000 Penalty: 4982.700684
	Iteration 21Q: 3 clusters Score -2412590 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2412821.500000 Penalty: 4982.700684
	Iteration 22Q: 3 clusters Score -2412822 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -2412988.750000 Penalty: 4982.700684
	Iteration 23Q: 3 clusters Score -2412989 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -2413140.000000 Penalty: 4982.700684
	Iteration 24Q: 3 clusters Score -2413140 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2413255.000000 Penalty: 4982.700684
	Iteration 25Q: 3 clusters Score -2413255 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2413345.500000 Penalty: 4982.700684
	Iteration 26Q: 3 clusters Score -2413346 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -2413415.500000 Penalty: 4982.700684
	Iteration 27Q: 3 clusters Score -2413416 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -2413463.750000 Penalty: 4982.700684
	Iteration 28Q: 3 clusters Score -2413464 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2413498.500000 Penalty: 4982.700684
	Iteration 29Q: 3 clusters Score -2413498 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -2413540.250000 Penalty: 4982.700684
	Iteration 30Q: 3 clusters Score -2413540 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2413572.750000 Penalty: 4982.700684
	Iteration 31Q: 3 clusters Score -2413573 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2413610.750000 Penalty: 4982.700684
	Iteration 32Q: 3 clusters Score -2413611 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2413657.500000 Penalty: 4982.700684
	Iteration 33Q: 3 clusters Score -2413658 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2413692.500000 Penalty: 4982.700684
	Iteration 34Q: 3 clusters Score -2413692 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2413736.750000 Penalty: 4982.700684
	Iteration 35Q: 3 clusters Score -2413737 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2413767.000000 Penalty: 4982.700684
	Iteration 36Q: 3 clusters Score -2413767 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2413795.500000 Penalty: 4982.700684
	Iteration 37Q: 3 clusters Score -2413796 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2413820.250000 Penalty: 4982.700684
	Iteration 38Q: 3 clusters Score -2413820 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2413839.250000 Penalty: 4982.700684
	Iteration 39Q: 3 clusters Score -2413839 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2413861.500000 Penalty: 4982.700684
	Iteration 40F: 3 clusters Score -2413862 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2413871.250000 Penalty: 4982.700684
	Iteration 41Q: 3 clusters Score -2413871 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2413883.500000 Penalty: 4982.700684
	Iteration 42Q: 3 clusters Score -2413884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2413886.500000 Penalty: 4982.700684
	Iteration 43Q: 3 clusters Score -2413886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2413885.750000 Penalty: 4982.700684
	Iteration 44Q: 3 clusters Score -2413886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2413886.250000 Penalty: 4982.700684
	Iteration 45Q: 3 clusters Score -2413886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2413889.250000 Penalty: 4982.700684
	Iteration 46Q: 3 clusters Score -2413889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2413891.750000 Penalty: 4982.700684
	Iteration 47Q: 3 clusters Score -2413892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2413895.000000 Penalty: 4982.700684
	Iteration 48Q: 3 clusters Score -2413895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2413898.250000 Penalty: 4982.700684
	Iteration 49Q: 3 clusters Score -2413898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2413898.500000 Penalty: 4982.700684
	Iteration 50Q: 3 clusters Score -2413898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2413898.750000 Penalty: 4982.700684
	Iteration 51Q: 3 clusters Score -2413899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2413897.750000 Penalty: 4982.700684
	Iteration 52Q: 3 clusters Score -2413898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2413899.250000 Penalty: 4982.700684
	Iteration 53Q: 3 clusters Score -2413899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2413902.000000 Penalty: 4982.700684
	Iteration 54Q: 3 clusters Score -2413902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2413904.250000 Penalty: 4982.700684
	Iteration 55Q: 3 clusters Score -2413904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2413904.250000 Penalty: 4982.700684
	Iteration 56Q: 3 clusters Score -2413904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2413908.250000 Penalty: 4982.700684
	Iteration 57Q: 3 clusters Score -2413908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2413911.250000 Penalty: 4982.700684
	Iteration 58Q: 3 clusters Score -2413911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2413906.250000 Penalty: 4982.700684
	Iteration 59Q: 3 clusters Score -2413906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2413906.000000 Penalty: 4982.700684
	Iteration 60F: 3 clusters Score -2413906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2413911.250000 Penalty: 4982.700684
	Iteration 61Q: 3 clusters Score -2413911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2413914.250000 Penalty: 4982.700684
	Iteration 62Q: 3 clusters Score -2413914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2413916.750000 Penalty: 4982.700684
	Iteration 63Q: 3 clusters Score -2413917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2413916.500000 Penalty: 4982.700684
	Iteration 64Q: 3 clusters Score -2413916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2413920.500000 Penalty: 4982.700684
	Iteration 65Q: 3 clusters Score -2413920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2413919.500000 Penalty: 4982.700684
	Iteration 66Q: 3 clusters Score -2413920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2413919.750000 Penalty: 4982.700684
	Iteration 67Q: 3 clusters Score -2413920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2413921.250000 Penalty: 4982.700684
	Iteration 68Q: 3 clusters Score -2413921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2413919.000000 Penalty: 4982.700684
	Iteration 69Q: 3 clusters Score -2413919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2413920.500000 Penalty: 4982.700684
	Iteration 70Q: 3 clusters Score -2413920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2413920.500000 Penalty: 4982.700684
	Iteration 71F: 3 clusters Score -2413920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Entering Unmasked Estep 
Score: -327963.843750 Penalty: 1992.105957
	Iteration 0F: 2 clusters Score -327963.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -324635.906250 Penalty: 3984.211914
	Iteration 0F: 3 clusters Score -324635.9 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -325270.468750 Penalty: 3984.211914
	Iteration 1F: 3 clusters Score -325270.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -325418.593750 Penalty: 3984.211914
	Iteration 2F: 3 clusters Score -325418.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -325496.843750 Penalty: 3984.211914
	Iteration 3Q: 3 clusters Score -325496.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -325561.500000 Penalty: 3984.211914
	Iteration 4Q: 3 clusters Score -325561.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -325612.250000 Penalty: 3984.211914
	Iteration 5Q: 3 clusters Score -325612.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -325660.312500 Penalty: 3984.211914
	Iteration 6Q: 3 clusters Score -325660.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -325706.375000 Penalty: 3984.211914
	Iteration 7Q: 3 clusters Score -325706.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -325751.000000 Penalty: 3984.211914
	Iteration 8Q: 3 clusters Score -325751 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -325795.593750 Penalty: 3984.211914
	Iteration 9Q: 3 clusters Score -325795.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -325835.125000 Penalty: 3984.211914
	Iteration 10Q: 3 clusters Score -325835.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -325865.718750 Penalty: 3984.211914
	Iteration 11Q: 3 clusters Score -325865.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -325890.875000 Penalty: 3984.211914
	Iteration 12Q: 3 clusters Score -325890.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -325914.843750 Penalty: 3984.211914
	Iteration 13Q: 3 clusters Score -325914.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -325937.343750 Penalty: 3984.211914
	Iteration 14Q: 3 clusters Score -325937.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -325958.375000 Penalty: 3984.211914
	Iteration 15Q: 3 clusters Score -325958.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -325976.906250 Penalty: 3984.211914
	Iteration 16Q: 3 clusters Score -325976.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -325988.312500 Penalty: 3984.211914
	Iteration 17Q: 3 clusters Score -325988.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -325999.250000 Penalty: 3984.211914
	Iteration 18Q: 3 clusters Score -325999.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -326012.625000 Penalty: 3984.211914
	Iteration 19Q: 3 clusters Score -326012.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -326021.062500 Penalty: 3984.211914
	Iteration 20F: 3 clusters Score -326021.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -326030.093750 Penalty: 3984.211914
	Iteration 21Q: 3 clusters Score -326030.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -326039.093750 Penalty: 3984.211914
	Iteration 22Q: 3 clusters Score -326039.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -326045.968750 Penalty: 3984.211914
	Iteration 23Q: 3 clusters Score -326046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -326053.000000 Penalty: 3984.211914
	Iteration 24Q: 3 clusters Score -326053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -326058.250000 Penalty: 3984.211914
	Iteration 25Q: 3 clusters Score -326058.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -326064.906250 Penalty: 3984.211914
	Iteration 26Q: 3 clusters Score -326064.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -326069.093750 Penalty: 3984.211914
	Iteration 27Q: 3 clusters Score -326069.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -326072.843750 Penalty: 3984.211914
	Iteration 28Q: 3 clusters Score -326072.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -326077.593750 Penalty: 3984.211914
	Iteration 29Q: 3 clusters Score -326077.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -326080.375000 Penalty: 3984.211914
	Iteration 30Q: 3 clusters Score -326080.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -326083.875000 Penalty: 3984.211914
	Iteration 31Q: 3 clusters Score -326083.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -326085.312500 Penalty: 3984.211914
	Iteration 32Q: 3 clusters Score -326085.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -326087.031250 Penalty: 3984.211914
	Iteration 33Q: 3 clusters Score -326087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -326089.156250 Penalty: 3984.211914
	Iteration 34Q: 3 clusters Score -326089.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -326091.687500 Penalty: 3984.211914
	Iteration 35Q: 3 clusters Score -326091.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -326093.781250 Penalty: 3984.211914
	Iteration 36Q: 3 clusters Score -326093.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -326097.062500 Penalty: 3984.211914
	Iteration 37Q: 3 clusters Score -326097.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -326102.000000 Penalty: 3984.211914
	Iteration 38Q: 3 clusters Score -326102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -326106.500000 Penalty: 3984.211914
	Iteration 39Q: 3 clusters Score -326106.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -326112.406250 Penalty: 3984.211914
	Iteration 40F: 3 clusters Score -326112.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -326116.343750 Penalty: 3984.211914
	Iteration 41Q: 3 clusters Score -326116.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -326120.593750 Penalty: 3984.211914
	Iteration 42Q: 3 clusters Score -326120.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -326124.187500 Penalty: 3984.211914
	Iteration 43Q: 3 clusters Score -326124.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -326128.000000 Penalty: 3984.211914
	Iteration 44Q: 3 clusters Score -326128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -326128.562500 Penalty: 3984.211914
	Iteration 45Q: 3 clusters Score -326128.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -326130.312500 Penalty: 3984.211914
	Iteration 46Q: 3 clusters Score -326130.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -326130.500000 Penalty: 3984.211914
	Iteration 47Q: 3 clusters Score -326130.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -326132.343750 Penalty: 3984.211914
	Iteration 48Q: 3 clusters Score -326132.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -326134.000000 Penalty: 3984.211914
	Iteration 49Q: 3 clusters Score -326134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -326136.750000 Penalty: 3984.211914
	Iteration 50Q: 3 clusters Score -326136.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -326136.718750 Penalty: 3984.211914
	Iteration 51Q: 3 clusters Score -326136.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -326137.906250 Penalty: 3984.211914
	Iteration 52Q: 3 clusters Score -326137.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -326139.875000 Penalty: 3984.211914
	Iteration 53Q: 3 clusters Score -326139.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -326143.156250 Penalty: 3984.211914
	Iteration 54Q: 3 clusters Score -326143.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -326147.375000 Penalty: 3984.211914
	Iteration 55Q: 3 clusters Score -326147.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -326152.156250 Penalty: 3984.211914
	Iteration 56Q: 3 clusters Score -326152.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -326157.468750 Penalty: 3984.211914
	Iteration 57Q: 3 clusters Score -326157.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -326161.812500 Penalty: 3984.211914
	Iteration 58Q: 3 clusters Score -326161.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -326165.968750 Penalty: 3984.211914
	Iteration 59Q: 3 clusters Score -326166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -326167.406250 Penalty: 3984.211914
	Iteration 60F: 3 clusters Score -326167.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -326168.875000 Penalty: 3984.211914
	Iteration 61Q: 3 clusters Score -326168.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -326169.187500 Penalty: 3984.211914
	Iteration 62Q: 3 clusters Score -326169.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -326170.406250 Penalty: 3984.211914
	Iteration 63Q: 3 clusters Score -326170.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -326170.406250 Penalty: 3984.211914
	Iteration 64F: 3 clusters Score -326170.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (13425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Entering Unmasked Estep 
Score: -1414023.125000 Penalty: 2357.208740
	Iteration 0F: 2 clusters Score -1414023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1404146.125000 Penalty: 4714.417480
	Iteration 0F: 3 clusters Score -1404146 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1407231.625000 Penalty: 4714.417480
	Iteration 1F: 3 clusters Score -1407232 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1407664.500000 Penalty: 4714.417480
	Iteration 2F: 3 clusters Score -1407664 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1408036.000000 Penalty: 4714.417480
	Iteration 3F: 3 clusters Score -1408036 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1408399.250000 Penalty: 4714.417480
	Iteration 4F: 3 clusters Score -1408399 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1408803.375000 Penalty: 4714.417480
	Iteration 5F: 3 clusters Score -1408803 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1409218.125000 Penalty: 4714.417480
	Iteration 6F: 3 clusters Score -1409218 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1409604.250000 Penalty: 4714.417480
	Iteration 7Q: 3 clusters Score -1409604 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1409980.375000 Penalty: 4714.417480
	Iteration 8Q: 3 clusters Score -1409980 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1410381.500000 Penalty: 4714.417480
	Iteration 9Q: 3 clusters Score -1410382 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1410789.000000 Penalty: 4714.417480
	Iteration 10Q: 3 clusters Score -1410789 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1411159.375000 Penalty: 4714.417480
	Iteration 11Q: 3 clusters Score -1411159 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1411523.500000 Penalty: 4714.417480
	Iteration 12Q: 3 clusters Score -1411524 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1411835.250000 Penalty: 4714.417480
	Iteration 13Q: 3 clusters Score -1411835 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1412079.000000 Penalty: 4714.417480
	Iteration 14Q: 3 clusters Score -1412079 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1412239.250000 Penalty: 4714.417480
	Iteration 15Q: 3 clusters Score -1412239 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1412344.250000 Penalty: 4714.417480
	Iteration 16Q: 3 clusters Score -1412344 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1412408.750000 Penalty: 4714.417480
	Iteration 17Q: 3 clusters Score -1412409 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1412466.625000 Penalty: 4714.417480
	Iteration 18Q: 3 clusters Score -1412467 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1412509.875000 Penalty: 4714.417480
	Iteration 19Q: 3 clusters Score -1412510 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1412551.000000 Penalty: 4714.417480
	Iteration 20F: 3 clusters Score -1412551 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1412579.875000 Penalty: 4714.417480
	Iteration 21Q: 3 clusters Score -1412580 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1412599.875000 Penalty: 4714.417480
	Iteration 22Q: 3 clusters Score -1412600 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1412619.500000 Penalty: 4714.417480
	Iteration 23Q: 3 clusters Score -1412620 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1412630.250000 Penalty: 4714.417480
	Iteration 24Q: 3 clusters Score -1412630 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1412640.250000 Penalty: 4714.417480
	Iteration 25Q: 3 clusters Score -1412640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1412647.250000 Penalty: 4714.417480
	Iteration 26Q: 3 clusters Score -1412647 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1412648.750000 Penalty: 4714.417480
	Iteration 27Q: 3 clusters Score -1412649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1412651.500000 Penalty: 4714.417480
	Iteration 28Q: 3 clusters Score -1412652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1412650.250000 Penalty: 4714.417480
	Iteration 29Q: 3 clusters Score -1412650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1412649.750000 Penalty: 4714.417480
	Iteration 30Q: 3 clusters Score -1412650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1412655.625000 Penalty: 4714.417480
	Iteration 31Q: 3 clusters Score -1412656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1412654.250000 Penalty: 4714.417480
	Iteration 32Q: 3 clusters Score -1412654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1412659.625000 Penalty: 4714.417480
	Iteration 33Q: 3 clusters Score -1412660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1412662.250000 Penalty: 4714.417480
	Iteration 34Q: 3 clusters Score -1412662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1412664.000000 Penalty: 4714.417480
	Iteration 35Q: 3 clusters Score -1412664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1412667.750000 Penalty: 4714.417480
	Iteration 36Q: 3 clusters Score -1412668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1412672.625000 Penalty: 4714.417480
	Iteration 37Q: 3 clusters Score -1412673 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1412669.625000 Penalty: 4714.417480
	Iteration 38Q: 3 clusters Score -1412670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1412670.875000 Penalty: 4714.417480
	Iteration 39Q: 3 clusters Score -1412671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1412672.000000 Penalty: 4714.417480
	Iteration 40F: 3 clusters Score -1412672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1412667.375000 Penalty: 4714.417480
	Iteration 41Q: 3 clusters Score -1412667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1412669.375000 Penalty: 4714.417480
	Iteration 42Q: 3 clusters Score -1412669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1412675.375000 Penalty: 4714.417480
	Iteration 43Q: 3 clusters Score -1412675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1412672.500000 Penalty: 4714.417480
	Iteration 44Q: 3 clusters Score -1412672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1412681.000000 Penalty: 4714.417480
	Iteration 45Q: 3 clusters Score -1412681 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1412683.125000 Penalty: 4714.417480
	Iteration 46Q: 3 clusters Score -1412683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1412685.000000 Penalty: 4714.417480
	Iteration 47Q: 3 clusters Score -1412685 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1412687.125000 Penalty: 4714.417480
	Iteration 48Q: 3 clusters Score -1412687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1412694.875000 Penalty: 4714.417480
	Iteration 49Q: 3 clusters Score -1412695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1412695.375000 Penalty: 4714.417480
	Iteration 50Q: 3 clusters Score -1412695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1412702.625000 Penalty: 4714.417480
	Iteration 51Q: 3 clusters Score -1412703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1412699.625000 Penalty: 4714.417480
	Iteration 52Q: 3 clusters Score -1412700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1412702.875000 Penalty: 4714.417480
	Iteration 53Q: 3 clusters Score -1412703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1412702.375000 Penalty: 4714.417480
	Iteration 54Q: 3 clusters Score -1412702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1412703.500000 Penalty: 4714.417480
	Iteration 55Q: 3 clusters Score -1412704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1412710.125000 Penalty: 4714.417480
	Iteration 56Q: 3 clusters Score -1412710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1412715.125000 Penalty: 4714.417480
	Iteration 57Q: 3 clusters Score -1412715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1412712.375000 Penalty: 4714.417480
	Iteration 58Q: 3 clusters Score -1412712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1412710.625000 Penalty: 4714.417480
	Iteration 59Q: 3 clusters Score -1412711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1412712.375000 Penalty: 4714.417480
	Iteration 60F: 3 clusters Score -1412712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1412711.250000 Penalty: 4714.417480
	Iteration 61Q: 3 clusters Score -1412711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1412711.625000 Penalty: 4714.417480
	Iteration 62Q: 3 clusters Score -1412712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1412710.500000 Penalty: 4714.417480
	Iteration 63Q: 3 clusters Score -1412710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1412711.000000 Penalty: 4714.417480
	Iteration 64Q: 3 clusters Score -1412711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1412710.625000 Penalty: 4714.417480
	Iteration 65Q: 3 clusters Score -1412711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1412709.250000 Penalty: 4714.417480
	Iteration 66Q: 3 clusters Score -1412709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1412712.000000 Penalty: 4714.417480
	Iteration 67Q: 3 clusters Score -1412712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1412713.625000 Penalty: 4714.417480
	Iteration 68Q: 3 clusters Score -1412714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1412713.750000 Penalty: 4714.417480
	Iteration 69Q: 3 clusters Score -1412714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1412713.250000 Penalty: 4714.417480
	Iteration 70Q: 3 clusters Score -1412713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1412716.000000 Penalty: 4714.417480
	Iteration 71Q: 3 clusters Score -1412716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1412715.000000 Penalty: 4714.417480
	Iteration 72Q: 3 clusters Score -1412715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1412714.375000 Penalty: 4714.417480
	Iteration 73Q: 3 clusters Score -1412714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1412710.625000 Penalty: 4714.417480
	Iteration 74Q: 3 clusters Score -1412711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1412714.750000 Penalty: 4714.417480
	Iteration 75Q: 3 clusters Score -1412715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1412714.750000 Penalty: 4714.417480
	Iteration 76F: 3 clusters Score -1412715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (8063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Entering Unmasked Estep 
Score: -852680.687500 Penalty: 2230.770020
	Iteration 0F: 2 clusters Score -852680.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -846212.187500 Penalty: 4461.540039
	Iteration 0F: 3 clusters Score -846212.2 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -848008.812500 Penalty: 4461.540039
	Iteration 1F: 3 clusters Score -848008.8 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -848281.312500 Penalty: 4461.540039
	Iteration 2F: 3 clusters Score -848281.3 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -848515.937500 Penalty: 4461.540039
	Iteration 3F: 3 clusters Score -848515.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -848787.687500 Penalty: 4461.540039
	Iteration 4Q: 3 clusters Score -848787.7 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -849256.187500 Penalty: 4461.540039
	Iteration 5F: 3 clusters Score -849256.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -849810.250000 Penalty: 4461.540039
	Iteration 6F: 3 clusters Score -849810.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -850270.937500 Penalty: 4461.540039
	Iteration 7F: 3 clusters Score -850270.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -850612.937500 Penalty: 4461.540039
	Iteration 8F: 3 clusters Score -850612.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -850849.000000 Penalty: 4461.540039
	Iteration 9Q: 3 clusters Score -850849 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -851039.125000 Penalty: 4461.540039
	Iteration 10Q: 3 clusters Score -851039.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -851173.250000 Penalty: 4461.540039
	Iteration 11Q: 3 clusters Score -851173.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -851277.875000 Penalty: 4461.540039
	Iteration 12Q: 3 clusters Score -851277.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -851390.312500 Penalty: 4461.540039
	Iteration 13Q: 3 clusters Score -851390.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -851549.125000 Penalty: 4461.540039
	Iteration 14Q: 3 clusters Score -851549.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -851693.125000 Penalty: 4461.540039
	Iteration 15Q: 3 clusters Score -851693.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -851784.187500 Penalty: 4461.540039
	Iteration 16Q: 3 clusters Score -851784.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -851869.875000 Penalty: 4461.540039
	Iteration 17Q: 3 clusters Score -851869.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -851960.750000 Penalty: 4461.540039
	Iteration 18Q: 3 clusters Score -851960.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -852028.687500 Penalty: 4461.540039
	Iteration 19Q: 3 clusters Score -852028.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -852071.125000 Penalty: 4461.540039
	Iteration 20F: 3 clusters Score -852071.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -852112.500000 Penalty: 4461.540039
	Iteration 21Q: 3 clusters Score -852112.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -852133.937500 Penalty: 4461.540039
	Iteration 22Q: 3 clusters Score -852133.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -852148.375000 Penalty: 4461.540039
	Iteration 23Q: 3 clusters Score -852148.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -852163.000000 Penalty: 4461.540039
	Iteration 24Q: 3 clusters Score -852163 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -852173.625000 Penalty: 4461.540039
	Iteration 25Q: 3 clusters Score -852173.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -852181.875000 Penalty: 4461.540039
	Iteration 26Q: 3 clusters Score -852181.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -852186.625000 Penalty: 4461.540039
	Iteration 27Q: 3 clusters Score -852186.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -852190.812500 Penalty: 4461.540039
	Iteration 28Q: 3 clusters Score -852190.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -852193.125000 Penalty: 4461.540039
	Iteration 29Q: 3 clusters Score -852193.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -852197.062500 Penalty: 4461.540039
	Iteration 30Q: 3 clusters Score -852197.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -852199.812500 Penalty: 4461.540039
	Iteration 31Q: 3 clusters Score -852199.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -852201.687500 Penalty: 4461.540039
	Iteration 32Q: 3 clusters Score -852201.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -852205.000000 Penalty: 4461.540039
	Iteration 33Q: 3 clusters Score -852205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -852204.562500 Penalty: 4461.540039
	Iteration 34Q: 3 clusters Score -852204.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -852204.625000 Penalty: 4461.540039
	Iteration 35Q: 3 clusters Score -852204.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -852205.062500 Penalty: 4461.540039
	Iteration 36Q: 3 clusters Score -852205.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -852205.062500 Penalty: 4461.540039
	Iteration 37F: 3 clusters Score -852205.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (67266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67266 members 
Entering Unmasked Estep 
Score: -7249371.000000 Penalty: 2756.869629
	Iteration 0F: 2 clusters Score -7249371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33591 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -7204044.000000 Penalty: 5513.739258
	Iteration 0F: 3 clusters Score -7204044 nChanged 31493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33334 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -7221812.000000 Penalty: 5513.739258
	Iteration 1F: 3 clusters Score -7221812 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33370 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -7222662.000000 Penalty: 5513.739258
	Iteration 2Q: 3 clusters Score -7222662 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33441 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -7223625.500000 Penalty: 5513.739258
	Iteration 3Q: 3 clusters Score -7223626 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -7224616.000000 Penalty: 5513.739258
	Iteration 4Q: 3 clusters Score -7224616 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -7225971.000000 Penalty: 5513.739258
	Iteration 5Q: 3 clusters Score -7225971 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34983 members 
Mstep: Class 2 contains 32283 members 
Entering Unmasked Estep 
Score: -7227635.500000 Penalty: 5513.739258
	Iteration 6F: 3 clusters Score -7227636 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -7229553.500000 Penalty: 5513.739258
	Iteration 7F: 3 clusters Score -7229554 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -7231525.500000 Penalty: 5513.739258
	Iteration 8F: 3 clusters Score -7231526 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -7233007.500000 Penalty: 5513.739258
	Iteration 9F: 3 clusters Score -7233008 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -7234155.000000 Penalty: 5513.739258
	Iteration 10Q: 3 clusters Score -7234155 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39137 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -7234975.500000 Penalty: 5513.739258
	Iteration 11Q: 3 clusters Score -7234976 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39351 members 
Mstep: Class 2 contains 27915 members 
Entering Unmasked Estep 
Score: -7235498.000000 Penalty: 5513.739258
	Iteration 12Q: 3 clusters Score -7235498 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39485 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -7235977.000000 Penalty: 5513.739258
	Iteration 13Q: 3 clusters Score -7235977 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39478 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -7236478.500000 Penalty: 5513.739258
	Iteration 14Q: 3 clusters Score -7236478 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39355 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
Score: -7237006.000000 Penalty: 5513.739258
	Iteration 15Q: 3 clusters Score -7237006 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -7237676.000000 Penalty: 5513.739258
	Iteration 16Q: 3 clusters Score -7237676 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39354 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -7238599.000000 Penalty: 5513.739258
	Iteration 17Q: 3 clusters Score -7238599 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39446 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -7239817.000000 Penalty: 5513.739258
	Iteration 18Q: 3 clusters Score -7239817 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -7241122.500000 Penalty: 5513.739258
	Iteration 19Q: 3 clusters Score -7241122 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39865 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -7242149.500000 Penalty: 5513.739258
	Iteration 20F: 3 clusters Score -7242150 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -7242775.500000 Penalty: 5513.739258
	Iteration 21Q: 3 clusters Score -7242776 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -7243227.000000 Penalty: 5513.739258
	Iteration 22Q: 3 clusters Score -7243227 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40952 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -7243472.500000 Penalty: 5513.739258
	Iteration 23Q: 3 clusters Score -7243472 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -7243698.000000 Penalty: 5513.739258
	Iteration 24Q: 3 clusters Score -7243698 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41567 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -7243818.500000 Penalty: 5513.739258
	Iteration 25Q: 3 clusters Score -7243818 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -7243882.500000 Penalty: 5513.739258
	Iteration 26Q: 3 clusters Score -7243882 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -7243956.000000 Penalty: 5513.739258
	Iteration 27Q: 3 clusters Score -7243956 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42322 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -7244028.500000 Penalty: 5513.739258
	Iteration 28Q: 3 clusters Score -7244028 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42529 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -7244085.000000 Penalty: 5513.739258
	Iteration 29Q: 3 clusters Score -7244085 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42721 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -7244125.500000 Penalty: 5513.739258
	Iteration 30Q: 3 clusters Score -7244126 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42884 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -7244173.500000 Penalty: 5513.739258
	Iteration 31Q: 3 clusters Score -7244174 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43066 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -7244189.500000 Penalty: 5513.739258
	Iteration 32Q: 3 clusters Score -7244190 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43255 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -7244224.000000 Penalty: 5513.739258
	Iteration 33Q: 3 clusters Score -7244224 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43426 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -7244227.500000 Penalty: 5513.739258
	Iteration 34Q: 3 clusters Score -7244228 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43578 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -7244257.000000 Penalty: 5513.739258
	Iteration 35Q: 3 clusters Score -7244257 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -7244267.500000 Penalty: 5513.739258
	Iteration 36Q: 3 clusters Score -7244268 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -7244267.000000 Penalty: 5513.739258
	Iteration 37Q: 3 clusters Score -7244267 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43949 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -7244271.000000 Penalty: 5513.739258
	Iteration 38Q: 3 clusters Score -7244271 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44035 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -7244263.000000 Penalty: 5513.739258
	Iteration 39Q: 3 clusters Score -7244263 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44112 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -7244269.500000 Penalty: 5513.739258
	Iteration 40F: 3 clusters Score -7244270 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44193 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -7244276.000000 Penalty: 5513.739258
	Iteration 41Q: 3 clusters Score -7244276 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44276 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -7244281.500000 Penalty: 5513.739258
	Iteration 42Q: 3 clusters Score -7244282 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44372 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -7244303.000000 Penalty: 5513.739258
	Iteration 43Q: 3 clusters Score -7244303 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44467 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -7244302.500000 Penalty: 5513.739258
	Iteration 44Q: 3 clusters Score -7244302 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44571 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -7244333.500000 Penalty: 5513.739258
	Iteration 45Q: 3 clusters Score -7244334 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44683 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -7244322.000000 Penalty: 5513.739258
	Iteration 46Q: 3 clusters Score -7244322 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44784 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -7244335.000000 Penalty: 5513.739258
	Iteration 47Q: 3 clusters Score -7244335 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44884 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -7244335.000000 Penalty: 5513.739258
	Iteration 48Q: 3 clusters Score -7244335 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44979 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -7244339.000000 Penalty: 5513.739258
	Iteration 49Q: 3 clusters Score -7244339 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45082 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -7244344.500000 Penalty: 5513.739258
	Iteration 50Q: 3 clusters Score -7244344 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45189 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -7244375.000000 Penalty: 5513.739258
	Iteration 51Q: 3 clusters Score -7244375 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45309 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -7244393.500000 Penalty: 5513.739258
	Iteration 52Q: 3 clusters Score -7244394 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45435 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -7244394.500000 Penalty: 5513.739258
	Iteration 53Q: 3 clusters Score -7244394 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45572 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -7244417.500000 Penalty: 5513.739258
	Iteration 54Q: 3 clusters Score -7244418 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45692 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -7244451.500000 Penalty: 5513.739258
	Iteration 55Q: 3 clusters Score -7244452 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45814 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -7244467.000000 Penalty: 5513.739258
	Iteration 56Q: 3 clusters Score -7244467 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45931 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -7244457.000000 Penalty: 5513.739258
	Iteration 57Q: 3 clusters Score -7244457 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46060 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -7244454.500000 Penalty: 5513.739258
	Iteration 58Q: 3 clusters Score -7244454 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46214 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -7244441.500000 Penalty: 5513.739258
	Iteration 59Q: 3 clusters Score -7244442 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46358 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -7244474.500000 Penalty: 5513.739258
	Iteration 60F: 3 clusters Score -7244474 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46499 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -7244479.000000 Penalty: 5513.739258
	Iteration 61Q: 3 clusters Score -7244479 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46644 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -7244478.500000 Penalty: 5513.739258
	Iteration 62Q: 3 clusters Score -7244478 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46801 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -7244470.000000 Penalty: 5513.739258
	Iteration 63Q: 3 clusters Score -7244470 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46954 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -7244480.500000 Penalty: 5513.739258
	Iteration 64Q: 3 clusters Score -7244480 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47115 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -7244479.500000 Penalty: 5513.739258
	Iteration 65Q: 3 clusters Score -7244480 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47290 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -7244521.000000 Penalty: 5513.739258
	Iteration 66Q: 3 clusters Score -7244521 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47493 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -7244529.500000 Penalty: 5513.739258
	Iteration 67Q: 3 clusters Score -7244530 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47697 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -7244540.000000 Penalty: 5513.739258
	Iteration 68Q: 3 clusters Score -7244540 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47916 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -7244577.500000 Penalty: 5513.739258
	Iteration 69Q: 3 clusters Score -7244578 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48129 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -7244632.500000 Penalty: 5513.739258
	Iteration 70Q: 3 clusters Score -7244632 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48338 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -7244668.500000 Penalty: 5513.739258
	Iteration 71Q: 3 clusters Score -7244668 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48524 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -7244670.500000 Penalty: 5513.739258
	Iteration 72Q: 3 clusters Score -7244670 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48690 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -7244687.500000 Penalty: 5513.739258
	Iteration 73Q: 3 clusters Score -7244688 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48849 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -7244704.000000 Penalty: 5513.739258
	Iteration 74Q: 3 clusters Score -7244704 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49006 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -7244718.000000 Penalty: 5513.739258
	Iteration 75Q: 3 clusters Score -7244718 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49139 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -7244731.000000 Penalty: 5513.739258
	Iteration 76Q: 3 clusters Score -7244731 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49268 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -7244726.500000 Penalty: 5513.739258
	Iteration 77Q: 3 clusters Score -7244726 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49405 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -7244741.000000 Penalty: 5513.739258
	Iteration 78Q: 3 clusters Score -7244741 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49543 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -7244754.000000 Penalty: 5513.739258
	Iteration 79Q: 3 clusters Score -7244754 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49687 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -7244776.000000 Penalty: 5513.739258
	Iteration 80F: 3 clusters Score -7244776 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49835 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -7244809.000000 Penalty: 5513.739258
	Iteration 81Q: 3 clusters Score -7244809 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49982 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -7244813.000000 Penalty: 5513.739258
	Iteration 82Q: 3 clusters Score -7244813 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50126 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -7244830.000000 Penalty: 5513.739258
	Iteration 83Q: 3 clusters Score -7244830 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50270 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -7244800.500000 Penalty: 5513.739258
	Iteration 84Q: 3 clusters Score -7244800 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50415 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -7244806.000000 Penalty: 5513.739258
	Iteration 85Q: 3 clusters Score -7244806 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50567 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -7244812.500000 Penalty: 5513.739258
	Iteration 86Q: 3 clusters Score -7244812 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50713 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -7244804.000000 Penalty: 5513.739258
	Iteration 87Q: 3 clusters Score -7244804 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50871 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7244788 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51009 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7244798 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51154 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7244836 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51297 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7244882 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51452 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7244892 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51630 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7244940 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51803 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7244957 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51976 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7244961 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52167 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7244990 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52388 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7245060 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52633 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7245108 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52888 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -7245150.000000 Penalty: 5513.739258
	Iteration 99Q: 3 clusters Score -7245150 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53142 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -7245184.500000 Penalty: 5513.739258
	Iteration 100F: 3 clusters Score -7245184 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53401 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -7245220.500000 Penalty: 5513.739258
	Iteration 101Q: 3 clusters Score -7245220 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53657 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -7245249.000000 Penalty: 5513.739258
	Iteration 102Q: 3 clusters Score -7245249 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53911 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7245306 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54178 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -7245347.000000 Penalty: 5513.739258
	Iteration 104Q: 3 clusters Score -7245347 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54435 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -7245388.500000 Penalty: 5513.739258
	Iteration 105Q: 3 clusters Score -7245388 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54702 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -7245438.000000 Penalty: 5513.739258
	Iteration 106Q: 3 clusters Score -7245438 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54989 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -7245489.000000 Penalty: 5513.739258
	Iteration 107Q: 3 clusters Score -7245489 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55283 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7245556 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55592 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7245640 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55893 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7245726 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56227 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7245760 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56581 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7245826 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56934 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7245932 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57281 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7246030 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57651 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7246120 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58029 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -7246230.000000 Penalty: 5513.739258
	Iteration 116Q: 3 clusters Score -7246230 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58361 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -7246314.500000 Penalty: 5513.739258
	Iteration 117Q: 3 clusters Score -7246314 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58719 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -7246431.000000 Penalty: 5513.739258
	Iteration 118Q: 3 clusters Score -7246431 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59073 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -7246554.000000 Penalty: 5513.739258
	Iteration 119Q: 3 clusters Score -7246554 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59432 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -7246672.000000 Penalty: 5513.739258
	Iteration 120F: 3 clusters Score -7246672 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59784 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -7246797 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60154 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7246953 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60470 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -7247024.500000 Penalty: 5513.739258
	Iteration 123Q: 3 clusters Score -7247024 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60772 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -7247078.500000 Penalty: 5513.739258
	Iteration 124Q: 3 clusters Score -7247078 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61046 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -7247160.500000 Penalty: 5513.739258
	Iteration 125Q: 3 clusters Score -7247160 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61279 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -7247210.000000 Penalty: 5513.739258
	Iteration 126Q: 3 clusters Score -7247210 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61495 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -7247259.000000 Penalty: 5513.739258
	Iteration 127Q: 3 clusters Score -7247259 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61685 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -7247303.000000 Penalty: 5513.739258
	Iteration 128Q: 3 clusters Score -7247303 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61863 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -7247345.000000 Penalty: 5513.739258
	Iteration 129Q: 3 clusters Score -7247345 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62026 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -7247392.500000 Penalty: 5513.739258
	Iteration 130Q: 3 clusters Score -7247392 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62184 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -7247459.000000 Penalty: 5513.739258
	Iteration 131Q: 3 clusters Score -7247459 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62347 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -7247504.000000 Penalty: 5513.739258
	Iteration 132Q: 3 clusters Score -7247504 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62497 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -7247556.500000 Penalty: 5513.739258
	Iteration 133Q: 3 clusters Score -7247556 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62647 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -7247568.000000 Penalty: 5513.739258
	Iteration 134Q: 3 clusters Score -7247568 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62779 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -7247615.500000 Penalty: 5513.739258
	Iteration 135Q: 3 clusters Score -7247616 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62895 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -7247632.000000 Penalty: 5513.739258
	Iteration 136Q: 3 clusters Score -7247632 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62997 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -7247657.500000 Penalty: 5513.739258
	Iteration 137Q: 3 clusters Score -7247658 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63081 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -7247679.500000 Penalty: 5513.739258
	Iteration 138Q: 3 clusters Score -7247680 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63150 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -7247706.500000 Penalty: 5513.739258
	Iteration 139Q: 3 clusters Score -7247706 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63223 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -7247708.000000 Penalty: 5513.739258
	Iteration 140F: 3 clusters Score -7247708 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63296 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -7247734.500000 Penalty: 5513.739258
	Iteration 141Q: 3 clusters Score -7247734 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63361 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -7247748.000000 Penalty: 5513.739258
	Iteration 142Q: 3 clusters Score -7247748 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63410 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -7247752.500000 Penalty: 5513.739258
	Iteration 143Q: 3 clusters Score -7247752 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63446 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -7247770.000000 Penalty: 5513.739258
	Iteration 144Q: 3 clusters Score -7247770 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63480 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -7247769.500000 Penalty: 5513.739258
	Iteration 145Q: 3 clusters Score -7247770 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63505 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -7247759.500000 Penalty: 5513.739258
	Iteration 146Q: 3 clusters Score -7247760 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63541 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -7247758.500000 Penalty: 5513.739258
	Iteration 147Q: 3 clusters Score -7247758 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63570 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -7247781.500000 Penalty: 5513.739258
	Iteration 148Q: 3 clusters Score -7247782 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63599 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -7247776.000000 Penalty: 5513.739258
	Iteration 149Q: 3 clusters Score -7247776 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63628 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -7247782.000000 Penalty: 5513.739258
	Iteration 150Q: 3 clusters Score -7247782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63653 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -7247795.500000 Penalty: 5513.739258
	Iteration 151Q: 3 clusters Score -7247796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63665 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -7247799.500000 Penalty: 5513.739258
	Iteration 152Q: 3 clusters Score -7247800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63677 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -7247796.500000 Penalty: 5513.739258
	Iteration 153Q: 3 clusters Score -7247796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63684 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -7247795.500000 Penalty: 5513.739258
	Iteration 154Q: 3 clusters Score -7247796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63690 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -7247801.500000 Penalty: 5513.739258
	Iteration 155Q: 3 clusters Score -7247802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63693 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -7247802.000000 Penalty: 5513.739258
	Iteration 156Q: 3 clusters Score -7247802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63696 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -7247800.000000 Penalty: 5513.739258
	Iteration 157Q: 3 clusters Score -7247800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63698 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -7247807.000000 Penalty: 5513.739258
	Iteration 158Q: 3 clusters Score -7247807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63700 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -7247801.500000 Penalty: 5513.739258
	Iteration 159Q: 3 clusters Score -7247802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63701 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -7247796.500000 Penalty: 5513.739258
	Iteration 160F: 3 clusters Score -7247796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63702 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -7247803.000000 Penalty: 5513.739258
	Iteration 161Q: 3 clusters Score -7247803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63703 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -7247802.000000 Penalty: 5513.739258
	Iteration 162Q: 3 clusters Score -7247802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63704 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -7247798 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63704 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -7247798.500000 Penalty: 5513.739258
	Iteration 164F: 3 clusters Score -7247798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (26234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26234 members 
Entering Unmasked Estep 
Score: -2820066.750000 Penalty: 2523.353271
	Iteration 0F: 2 clusters Score -2820067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -2801834 nChanged 11810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -2808584.250000 Penalty: 5046.706543
	Iteration 1F: 3 clusters Score -2808584 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -2809259 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -2809892 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -2810583.250000 Penalty: 5046.706543
	Iteration 4F: 3 clusters Score -2810583 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2811325.500000 Penalty: 5046.706543
	Iteration 5F: 3 clusters Score -2811326 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2812148.500000 Penalty: 5046.706543
	Iteration 6F: 3 clusters Score -2812148 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -2813077.750000 Penalty: 5046.706543
	Iteration 7F: 3 clusters Score -2813078 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -2813994.750000 Penalty: 5046.706543
	Iteration 8F: 3 clusters Score -2813995 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -2814961.750000 Penalty: 5046.706543
	Iteration 9F: 3 clusters Score -2814962 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -2815882.500000 Penalty: 5046.706543
	Iteration 10Q: 3 clusters Score -2815882 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -2816699.500000 Penalty: 5046.706543
	Iteration 11Q: 3 clusters Score -2816700 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -2817329.500000 Penalty: 5046.706543
	Iteration 12Q: 3 clusters Score -2817330 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2817786.250000 Penalty: 5046.706543
	Iteration 13Q: 3 clusters Score -2817786 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -2818130.750000 Penalty: 5046.706543
	Iteration 14Q: 3 clusters Score -2818131 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -2818374.500000 Penalty: 5046.706543
	Iteration 15Q: 3 clusters Score -2818374 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2818551.500000 Penalty: 5046.706543
	Iteration 16Q: 3 clusters Score -2818552 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2818669.500000 Penalty: 5046.706543
	Iteration 17Q: 3 clusters Score -2818670 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -2818749.500000 Penalty: 5046.706543
	Iteration 18Q: 3 clusters Score -2818750 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2818790.500000 Penalty: 5046.706543
	Iteration 19Q: 3 clusters Score -2818790 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2818838.500000 Penalty: 5046.706543
	Iteration 20F: 3 clusters Score -2818838 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2818851.000000 Penalty: 5046.706543
	Iteration 21Q: 3 clusters Score -2818851 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2818879.000000 Penalty: 5046.706543
	Iteration 22Q: 3 clusters Score -2818879 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2818887.000000 Penalty: 5046.706543
	Iteration 23Q: 3 clusters Score -2818887 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2818897.750000 Penalty: 5046.706543
	Iteration 24Q: 3 clusters Score -2818898 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2818903.500000 Penalty: 5046.706543
	Iteration 25Q: 3 clusters Score -2818904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2818902.750000 Penalty: 5046.706543
	Iteration 26Q: 3 clusters Score -2818903 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2818909.500000 Penalty: 5046.706543
	Iteration 27Q: 3 clusters Score -2818910 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2818915.000000 Penalty: 5046.706543
	Iteration 28Q: 3 clusters Score -2818915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2818919.500000 Penalty: 5046.706543
	Iteration 29Q: 3 clusters Score -2818920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2818918.000000 Penalty: 5046.706543
	Iteration 30Q: 3 clusters Score -2818918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2818925.250000 Penalty: 5046.706543
	Iteration 31Q: 3 clusters Score -2818925 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2818925.000000 Penalty: 5046.706543
	Iteration 32Q: 3 clusters Score -2818925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2818936.750000 Penalty: 5046.706543
	Iteration 33Q: 3 clusters Score -2818937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2818936.000000 Penalty: 5046.706543
	Iteration 34Q: 3 clusters Score -2818936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2818940.500000 Penalty: 5046.706543
	Iteration 35Q: 3 clusters Score -2818940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2818942.250000 Penalty: 5046.706543
	Iteration 36Q: 3 clusters Score -2818942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2818940.250000 Penalty: 5046.706543
	Iteration 37Q: 3 clusters Score -2818940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2818940.250000 Penalty: 5046.706543
	Iteration 38F: 3 clusters Score -2818940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (15255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Entering Unmasked Estep 
Score: -1436001.250000 Penalty: 2388.900391
	Iteration 0F: 2 clusters Score -1436001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1424900.750000 Penalty: 4777.800781
	Iteration 0F: 3 clusters Score -1424901 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1428529.375000 Penalty: 4777.800781
	Iteration 1F: 3 clusters Score -1428529 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1428955.750000 Penalty: 4777.800781
	Iteration 2F: 3 clusters Score -1428956 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1429277.750000 Penalty: 4777.800781
	Iteration 3F: 3 clusters Score -1429278 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1429581.375000 Penalty: 4777.800781
	Iteration 4Q: 3 clusters Score -1429581 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1429896.125000 Penalty: 4777.800781
	Iteration 5Q: 3 clusters Score -1429896 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1430312.750000 Penalty: 4777.800781
	Iteration 6Q: 3 clusters Score -1430313 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1430773.875000 Penalty: 4777.800781
	Iteration 7Q: 3 clusters Score -1430774 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1431307.000000 Penalty: 4777.800781
	Iteration 8Q: 3 clusters Score -1431307 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1431853.000000 Penalty: 4777.800781
	Iteration 9Q: 3 clusters Score -1431853 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1432403.250000 Penalty: 4777.800781
	Iteration 10Q: 3 clusters Score -1432403 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1432813.250000 Penalty: 4777.800781
	Iteration 11Q: 3 clusters Score -1432813 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1433075.250000 Penalty: 4777.800781
	Iteration 12Q: 3 clusters Score -1433075 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1433282.250000 Penalty: 4777.800781
	Iteration 13Q: 3 clusters Score -1433282 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -1433436.000000 Penalty: 4777.800781
	Iteration 14Q: 3 clusters Score -1433436 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -1433545.500000 Penalty: 4777.800781
	Iteration 15Q: 3 clusters Score -1433546 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1433662.500000 Penalty: 4777.800781
	Iteration 16Q: 3 clusters Score -1433662 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -1433763.125000 Penalty: 4777.800781
	Iteration 17Q: 3 clusters Score -1433763 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -1433819.125000 Penalty: 4777.800781
	Iteration 18Q: 3 clusters Score -1433819 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -1433864.875000 Penalty: 4777.800781
	Iteration 19Q: 3 clusters Score -1433865 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -1433903.750000 Penalty: 4777.800781
	Iteration 20F: 3 clusters Score -1433904 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -1433926.750000 Penalty: 4777.800781
	Iteration 21Q: 3 clusters Score -1433927 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -1433955.750000 Penalty: 4777.800781
	Iteration 22Q: 3 clusters Score -1433956 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -1433987.750000 Penalty: 4777.800781
	Iteration 23Q: 3 clusters Score -1433988 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -1434009.750000 Penalty: 4777.800781
	Iteration 24Q: 3 clusters Score -1434010 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -1434027.375000 Penalty: 4777.800781
	Iteration 25Q: 3 clusters Score -1434027 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -1434055.750000 Penalty: 4777.800781
	Iteration 26Q: 3 clusters Score -1434056 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -1434070.375000 Penalty: 4777.800781
	Iteration 27Q: 3 clusters Score -1434070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -1434078.250000 Penalty: 4777.800781
	Iteration 28Q: 3 clusters Score -1434078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -1434086.125000 Penalty: 4777.800781
	Iteration 29Q: 3 clusters Score -1434086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -1434091.375000 Penalty: 4777.800781
	Iteration 30Q: 3 clusters Score -1434091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -1434096.125000 Penalty: 4777.800781
	Iteration 31Q: 3 clusters Score -1434096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -1434099.000000 Penalty: 4777.800781
	Iteration 32Q: 3 clusters Score -1434099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -1434101.250000 Penalty: 4777.800781
	Iteration 33Q: 3 clusters Score -1434101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -1434105.000000 Penalty: 4777.800781
	Iteration 34Q: 3 clusters Score -1434105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -1434108.625000 Penalty: 4777.800781
	Iteration 35Q: 3 clusters Score -1434109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -1434108.500000 Penalty: 4777.800781
	Iteration 36Q: 3 clusters Score -1434108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -1434105.875000 Penalty: 4777.800781
	Iteration 37Q: 3 clusters Score -1434106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -1434107.000000 Penalty: 4777.800781
	Iteration 38Q: 3 clusters Score -1434107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -1434107.000000 Penalty: 4777.800781
	Iteration 39F: 3 clusters Score -1434107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Entering Unmasked Estep 
Score: -112607.664062 Penalty: 1743.871826
	Iteration 0F: 2 clusters Score -112607.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -110612.726562 Penalty: 3487.743652
	Iteration 0F: 3 clusters Score -110612.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -111019.265625 Penalty: 3487.743652
	Iteration 1F: 3 clusters Score -111019.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -111173.648438 Penalty: 3487.743652
	Iteration 2F: 3 clusters Score -111173.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -111256.328125 Penalty: 3487.743652
	Iteration 3F: 3 clusters Score -111256.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -111310.914062 Penalty: 3487.743652
	Iteration 4Q: 3 clusters Score -111310.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -111362.007812 Penalty: 3487.743652
	Iteration 5Q: 3 clusters Score -111362 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -111452.257812 Penalty: 3487.743652
	Iteration 6Q: 3 clusters Score -111452.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -111599.523438 Penalty: 3487.743652
	Iteration 7Q: 3 clusters Score -111599.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -111707.921875 Penalty: 3487.743652
	Iteration 8Q: 3 clusters Score -111707.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -111790.851562 Penalty: 3487.743652
	Iteration 9Q: 3 clusters Score -111790.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -111861.226562 Penalty: 3487.743652
	Iteration 10Q: 3 clusters Score -111861.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -111927.039062 Penalty: 3487.743652
	Iteration 11Q: 3 clusters Score -111927 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -111972.617188 Penalty: 3487.743652
	Iteration 12Q: 3 clusters Score -111972.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -111993.859375 Penalty: 3487.743652
	Iteration 13Q: 3 clusters Score -111993.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -112007.023438 Penalty: 3487.743652
	Iteration 14Q: 3 clusters Score -112007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -112020.148438 Penalty: 3487.743652
	Iteration 15Q: 3 clusters Score -112020.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -112026.937500 Penalty: 3487.743652
	Iteration 16Q: 3 clusters Score -112026.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -112046.640625 Penalty: 3487.743652
	Iteration 17Q: 3 clusters Score -112046.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -112056.679688 Penalty: 3487.743652
	Iteration 18Q: 3 clusters Score -112056.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -112065.062500 Penalty: 3487.743652
	Iteration 19Q: 3 clusters Score -112065.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -112077.398438 Penalty: 3487.743652
	Iteration 20F: 3 clusters Score -112077.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -112124.312500 Penalty: 3487.743652
	Iteration 21Q: 3 clusters Score -112124.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -112155.460938 Penalty: 3487.743652
	Iteration 22Q: 3 clusters Score -112155.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -112163.492188 Penalty: 3487.743652
	Iteration 23Q: 3 clusters Score -112163.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -112167.101562 Penalty: 3487.743652
	Iteration 24Q: 3 clusters Score -112167.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -112167.101562 Penalty: 3487.743652
	Iteration 25F: 3 clusters Score -112167.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (18709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Entering Unmasked Estep 
Score: -2042806.875000 Penalty: 2439.516357
	Iteration 0F: 2 clusters Score -2042807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2029532.500000 Penalty: 4879.032715
	Iteration 0F: 3 clusters Score -2029532 nChanged 8208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -2033936.875000 Penalty: 4879.032715
	Iteration 1F: 3 clusters Score -2033937 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2034342.500000 Penalty: 4879.032715
	Iteration 2F: 3 clusters Score -2034342 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -2034702.125000 Penalty: 4879.032715
	Iteration 3Q: 3 clusters Score -2034702 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -2035041.125000 Penalty: 4879.032715
	Iteration 4Q: 3 clusters Score -2035041 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -2035412.500000 Penalty: 4879.032715
	Iteration 5Q: 3 clusters Score -2035412 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -2035834.625000 Penalty: 4879.032715
	Iteration 6Q: 3 clusters Score -2035835 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2036352.875000 Penalty: 4879.032715
	Iteration 7Q: 3 clusters Score -2036353 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2036926.250000 Penalty: 4879.032715
	Iteration 8Q: 3 clusters Score -2036926 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -2037431.500000 Penalty: 4879.032715
	Iteration 9Q: 3 clusters Score -2037432 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -2037857.125000 Penalty: 4879.032715
	Iteration 10Q: 3 clusters Score -2037857 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -2038275.375000 Penalty: 4879.032715
	Iteration 11Q: 3 clusters Score -2038275 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -2038651.250000 Penalty: 4879.032715
	Iteration 12Q: 3 clusters Score -2038651 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -2039027.625000 Penalty: 4879.032715
	Iteration 13Q: 3 clusters Score -2039028 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -2039331.875000 Penalty: 4879.032715
	Iteration 14Q: 3 clusters Score -2039332 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -2039550.750000 Penalty: 4879.032715
	Iteration 15Q: 3 clusters Score -2039551 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -2039733.375000 Penalty: 4879.032715
	Iteration 16Q: 3 clusters Score -2039733 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -2039852.625000 Penalty: 4879.032715
	Iteration 17Q: 3 clusters Score -2039853 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -2039946.000000 Penalty: 4879.032715
	Iteration 18Q: 3 clusters Score -2039946 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -2040002.000000 Penalty: 4879.032715
	Iteration 19Q: 3 clusters Score -2040002 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -2040055.375000 Penalty: 4879.032715
	Iteration 20F: 3 clusters Score -2040055 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -2040100.500000 Penalty: 4879.032715
	Iteration 21Q: 3 clusters Score -2040100 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -2040128.625000 Penalty: 4879.032715
	Iteration 22Q: 3 clusters Score -2040129 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2040160.375000 Penalty: 4879.032715
	Iteration 23Q: 3 clusters Score -2040160 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -2040193.750000 Penalty: 4879.032715
	Iteration 24Q: 3 clusters Score -2040194 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -2040218.875000 Penalty: 4879.032715
	Iteration 25Q: 3 clusters Score -2040219 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -2040237.625000 Penalty: 4879.032715
	Iteration 26Q: 3 clusters Score -2040238 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -2040261.500000 Penalty: 4879.032715
	Iteration 27Q: 3 clusters Score -2040262 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -2040278.000000 Penalty: 4879.032715
	Iteration 28Q: 3 clusters Score -2040278 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -2040296.250000 Penalty: 4879.032715
	Iteration 29Q: 3 clusters Score -2040296 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -2040315.250000 Penalty: 4879.032715
	Iteration 30Q: 3 clusters Score -2040315 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2040331.375000 Penalty: 4879.032715
	Iteration 31Q: 3 clusters Score -2040331 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -2040340.875000 Penalty: 4879.032715
	Iteration 32Q: 3 clusters Score -2040341 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -2040352.375000 Penalty: 4879.032715
	Iteration 33Q: 3 clusters Score -2040352 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -2040363.875000 Penalty: 4879.032715
	Iteration 34Q: 3 clusters Score -2040364 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -2040375.375000 Penalty: 4879.032715
	Iteration 35Q: 3 clusters Score -2040375 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -2040385.125000 Penalty: 4879.032715
	Iteration 36Q: 3 clusters Score -2040385 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -2040395.875000 Penalty: 4879.032715
	Iteration 37Q: 3 clusters Score -2040396 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -2040410.250000 Penalty: 4879.032715
	Iteration 38Q: 3 clusters Score -2040410 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -2040419.750000 Penalty: 4879.032715
	Iteration 39Q: 3 clusters Score -2040420 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -2040434.625000 Penalty: 4879.032715
	Iteration 40F: 3 clusters Score -2040435 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -2040443.375000 Penalty: 4879.032715
	Iteration 41Q: 3 clusters Score -2040443 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -2040447.250000 Penalty: 4879.032715
	Iteration 42Q: 3 clusters Score -2040447 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -2040454.625000 Penalty: 4879.032715
	Iteration 43Q: 3 clusters Score -2040455 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -2040466.000000 Penalty: 4879.032715
	Iteration 44Q: 3 clusters Score -2040466 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -2040477.875000 Penalty: 4879.032715
	Iteration 45Q: 3 clusters Score -2040478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -2040485.500000 Penalty: 4879.032715
	Iteration 46Q: 3 clusters Score -2040486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -2040487.875000 Penalty: 4879.032715
	Iteration 47Q: 3 clusters Score -2040488 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -2040495.750000 Penalty: 4879.032715
	Iteration 48Q: 3 clusters Score -2040496 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -2040505.000000 Penalty: 4879.032715
	Iteration 49Q: 3 clusters Score -2040505 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -2040518.250000 Penalty: 4879.032715
	Iteration 50Q: 3 clusters Score -2040518 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -2040527.875000 Penalty: 4879.032715
	Iteration 51Q: 3 clusters Score -2040528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -2040537.750000 Penalty: 4879.032715
	Iteration 52Q: 3 clusters Score -2040538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -2040543.375000 Penalty: 4879.032715
	Iteration 53Q: 3 clusters Score -2040543 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -2040549.125000 Penalty: 4879.032715
	Iteration 54Q: 3 clusters Score -2040549 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -2040556.250000 Penalty: 4879.032715
	Iteration 55Q: 3 clusters Score -2040556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -2040555.500000 Penalty: 4879.032715
	Iteration 56Q: 3 clusters Score -2040556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -2040556.250000 Penalty: 4879.032715
	Iteration 57Q: 3 clusters Score -2040556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -2040565.250000 Penalty: 4879.032715
	Iteration 58Q: 3 clusters Score -2040565 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -2040571.375000 Penalty: 4879.032715
	Iteration 59Q: 3 clusters Score -2040571 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -2040577.250000 Penalty: 4879.032715
	Iteration 60F: 3 clusters Score -2040577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -2040580.500000 Penalty: 4879.032715
	Iteration 61Q: 3 clusters Score -2040580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -2040582.250000 Penalty: 4879.032715
	Iteration 62Q: 3 clusters Score -2040582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -2040581.250000 Penalty: 4879.032715
	Iteration 63Q: 3 clusters Score -2040581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -2040591.875000 Penalty: 4879.032715
	Iteration 64Q: 3 clusters Score -2040592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -2040590.875000 Penalty: 4879.032715
	Iteration 65Q: 3 clusters Score -2040591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -2040599.000000 Penalty: 4879.032715
	Iteration 66Q: 3 clusters Score -2040599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -2040600.625000 Penalty: 4879.032715
	Iteration 67Q: 3 clusters Score -2040601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -2040599.000000 Penalty: 4879.032715
	Iteration 68Q: 3 clusters Score -2040599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -2040600.125000 Penalty: 4879.032715
	Iteration 69Q: 3 clusters Score -2040600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -2040600.375000 Penalty: 4879.032715
	Iteration 70Q: 3 clusters Score -2040600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -2040604.750000 Penalty: 4879.032715
	Iteration 71Q: 3 clusters Score -2040605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -2040607.250000 Penalty: 4879.032715
	Iteration 72Q: 3 clusters Score -2040607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -2040609.625000 Penalty: 4879.032715
	Iteration 73Q: 3 clusters Score -2040610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -2040606.625000 Penalty: 4879.032715
	Iteration 74Q: 3 clusters Score -2040607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -2040611.250000 Penalty: 4879.032715
	Iteration 75Q: 3 clusters Score -2040611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -2040615.625000 Penalty: 4879.032715
	Iteration 76Q: 3 clusters Score -2040616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -2040614.000000 Penalty: 4879.032715
	Iteration 77Q: 3 clusters Score -2040614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -2040614.000000 Penalty: 4879.032715
	Iteration 78Q: 3 clusters Score -2040614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -2040616.000000 Penalty: 4879.032715
	Iteration 79Q: 3 clusters Score -2040616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -2040617.500000 Penalty: 4879.032715
	Iteration 80F: 3 clusters Score -2040618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -2040616.875000 Penalty: 4879.032715
	Iteration 81Q: 3 clusters Score -2040617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -2040623.125000 Penalty: 4879.032715
	Iteration 82Q: 3 clusters Score -2040623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -2040625.000000 Penalty: 4879.032715
	Iteration 83Q: 3 clusters Score -2040625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -2040622.250000 Penalty: 4879.032715
	Iteration 84Q: 3 clusters Score -2040622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -2040622.250000 Penalty: 4879.032715
	Iteration 85F: 3 clusters Score -2040622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Entering Unmasked Estep 
Score: -188093.453125 Penalty: 1857.651367
	Iteration 0F: 2 clusters Score -188093.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -185618.000000 Penalty: 3715.302734
	Iteration 0F: 3 clusters Score -185618 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -186065.984375 Penalty: 3715.302734
	Iteration 1F: 3 clusters Score -186066 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -186160.390625 Penalty: 3715.302734
	Iteration 2F: 3 clusters Score -186160.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -186215.453125 Penalty: 3715.302734
	Iteration 3Q: 3 clusters Score -186215.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -186266.406250 Penalty: 3715.302734
	Iteration 4Q: 3 clusters Score -186266.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -186303.750000 Penalty: 3715.302734
	Iteration 5Q: 3 clusters Score -186303.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -186321.265625 Penalty: 3715.302734
	Iteration 6Q: 3 clusters Score -186321.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -186336.515625 Penalty: 3715.302734
	Iteration 7Q: 3 clusters Score -186336.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -186351.718750 Penalty: 3715.302734
	Iteration 8Q: 3 clusters Score -186351.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -186366.687500 Penalty: 3715.302734
	Iteration 9Q: 3 clusters Score -186366.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -186377.015625 Penalty: 3715.302734
	Iteration 10Q: 3 clusters Score -186377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -186388.937500 Penalty: 3715.302734
	Iteration 11Q: 3 clusters Score -186388.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -186395.937500 Penalty: 3715.302734
	Iteration 12Q: 3 clusters Score -186395.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -186401.375000 Penalty: 3715.302734
	Iteration 13Q: 3 clusters Score -186401.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -186407.500000 Penalty: 3715.302734
	Iteration 14Q: 3 clusters Score -186407.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -186411.484375 Penalty: 3715.302734
	Iteration 15Q: 3 clusters Score -186411.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -186418.343750 Penalty: 3715.302734
	Iteration 16Q: 3 clusters Score -186418.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -186422.093750 Penalty: 3715.302734
	Iteration 17Q: 3 clusters Score -186422.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -186425.109375 Penalty: 3715.302734
	Iteration 18Q: 3 clusters Score -186425.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -186426.468750 Penalty: 3715.302734
	Iteration 19Q: 3 clusters Score -186426.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -186428.296875 Penalty: 3715.302734
	Iteration 20F: 3 clusters Score -186428.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -186429.000000 Penalty: 3715.302734
	Iteration 21Q: 3 clusters Score -186429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -186430.140625 Penalty: 3715.302734
	Iteration 22Q: 3 clusters Score -186430.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -186431.500000 Penalty: 3715.302734
	Iteration 23Q: 3 clusters Score -186431.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -186432.125000 Penalty: 3715.302734
	Iteration 24Q: 3 clusters Score -186432.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -186432.843750 Penalty: 3715.302734
	Iteration 25Q: 3 clusters Score -186432.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -186435.046875 Penalty: 3715.302734
	Iteration 26Q: 3 clusters Score -186435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -186436.500000 Penalty: 3715.302734
	Iteration 27Q: 3 clusters Score -186436.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -186437.265625 Penalty: 3715.302734
	Iteration 28Q: 3 clusters Score -186437.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -186437.625000 Penalty: 3715.302734
	Iteration 29Q: 3 clusters Score -186437.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -186437.625000 Penalty: 3715.302734
	Iteration 30F: 3 clusters Score -186437.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Entering Unmasked Estep 
Score: -265219.343750 Penalty: 1934.338745
	Iteration 0F: 2 clusters Score -265219.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -262306.656250 Penalty: 3868.677490
	Iteration 0F: 3 clusters Score -262306.7 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -262823.437500 Penalty: 3868.677490
	Iteration 1F: 3 clusters Score -262823.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -262952.843750 Penalty: 3868.677490
	Iteration 2F: 3 clusters Score -262952.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -263029.312500 Penalty: 3868.677490
	Iteration 3Q: 3 clusters Score -263029.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -263075.968750 Penalty: 3868.677490
	Iteration 4Q: 3 clusters Score -263076 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -263110.812500 Penalty: 3868.677490
	Iteration 5Q: 3 clusters Score -263110.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -263134.843750 Penalty: 3868.677490
	Iteration 6Q: 3 clusters Score -263134.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -263150.156250 Penalty: 3868.677490
	Iteration 7Q: 3 clusters Score -263150.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -263164.031250 Penalty: 3868.677490
	Iteration 8Q: 3 clusters Score -263164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -263178.781250 Penalty: 3868.677490
	Iteration 9Q: 3 clusters Score -263178.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -263188.937500 Penalty: 3868.677490
	Iteration 10Q: 3 clusters Score -263188.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -263195.937500 Penalty: 3868.677490
	Iteration 11Q: 3 clusters Score -263195.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -263200.937500 Penalty: 3868.677490
	Iteration 12Q: 3 clusters Score -263200.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -263206.000000 Penalty: 3868.677490
	Iteration 13Q: 3 clusters Score -263206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -263208.906250 Penalty: 3868.677490
	Iteration 14Q: 3 clusters Score -263208.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -263211.437500 Penalty: 3868.677490
	Iteration 15Q: 3 clusters Score -263211.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -263214.187500 Penalty: 3868.677490
	Iteration 16Q: 3 clusters Score -263214.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -263214.593750 Penalty: 3868.677490
	Iteration 17Q: 3 clusters Score -263214.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -263215.875000 Penalty: 3868.677490
	Iteration 18Q: 3 clusters Score -263215.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -263217.937500 Penalty: 3868.677490
	Iteration 19Q: 3 clusters Score -263217.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -263220.593750 Penalty: 3868.677490
	Iteration 20F: 3 clusters Score -263220.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -263224.250000 Penalty: 3868.677490
	Iteration 21Q: 3 clusters Score -263224.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -263227.125000 Penalty: 3868.677490
	Iteration 22Q: 3 clusters Score -263227.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -263228.781250 Penalty: 3868.677490
	Iteration 23Q: 3 clusters Score -263228.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -263229.218750 Penalty: 3868.677490
	Iteration 24Q: 3 clusters Score -263229.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -263230.093750 Penalty: 3868.677490
	Iteration 25Q: 3 clusters Score -263230.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -263230.875000 Penalty: 3868.677490
	Iteration 26Q: 3 clusters Score -263230.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -263231.031250 Penalty: 3868.677490
	Iteration 27Q: 3 clusters Score -263231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -263231.000000 Penalty: 3868.677490
	Iteration 28Q: 3 clusters Score -263231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -263232.906250 Penalty: 3868.677490
	Iteration 29Q: 3 clusters Score -263232.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -263233.468750 Penalty: 3868.677490
	Iteration 30Q: 3 clusters Score -263233.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -263233.468750 Penalty: 3868.677490
	Iteration 31F: 3 clusters Score -263233.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Entering Unmasked Estep 
Score: -55646.464844 Penalty: 1581.006104
	Iteration 0F: 2 clusters Score -55646.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -54142.777344 Penalty: 3162.012207
	Iteration 0F: 3 clusters Score -54142.78 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -54349.464844 Penalty: 3162.012207
	Iteration 1F: 3 clusters Score -54349.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -54409.632812 Penalty: 3162.012207
	Iteration 2Q: 3 clusters Score -54409.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -54430.816406 Penalty: 3162.012207
	Iteration 3Q: 3 clusters Score -54430.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -54455.140625 Penalty: 3162.012207
	Iteration 4Q: 3 clusters Score -54455.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -54499.515625 Penalty: 3162.012207
	Iteration 5Q: 3 clusters Score -54499.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -54535.519531 Penalty: 3162.012207
	Iteration 6Q: 3 clusters Score -54535.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -54569.593750 Penalty: 3162.012207
	Iteration 7Q: 3 clusters Score -54569.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -54587.878906 Penalty: 3162.012207
	Iteration 8Q: 3 clusters Score -54587.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -54612.566406 Penalty: 3162.012207
	Iteration 9Q: 3 clusters Score -54612.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -54646.167969 Penalty: 3162.012207
	Iteration 10Q: 3 clusters Score -54646.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -54662.558594 Penalty: 3162.012207
	Iteration 11Q: 3 clusters Score -54662.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -54671.691406 Penalty: 3162.012207
	Iteration 12Q: 3 clusters Score -54671.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -54678.066406 Penalty: 3162.012207
	Iteration 13Q: 3 clusters Score -54678.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -54683.476562 Penalty: 3162.012207
	Iteration 14Q: 3 clusters Score -54683.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -54687.207031 Penalty: 3162.012207
	Iteration 15Q: 3 clusters Score -54687.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -54687.566406 Penalty: 3162.012207
	Iteration 16Q: 3 clusters Score -54687.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -54688.664062 Penalty: 3162.012207
	Iteration 17Q: 3 clusters Score -54688.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -54691.621094 Penalty: 3162.012207
	Iteration 18Q: 3 clusters Score -54691.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -54692.511719 Penalty: 3162.012207
	Iteration 19Q: 3 clusters Score -54692.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -54698.527344 Penalty: 3162.012207
	Iteration 20F: 3 clusters Score -54698.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -54729.742188 Penalty: 3162.012207
	Iteration 21Q: 3 clusters Score -54729.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -54757.660156 Penalty: 3162.012207
	Iteration 22Q: 3 clusters Score -54757.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -54815.445312 Penalty: 3162.012207
	Iteration 23Q: 3 clusters Score -54815.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -54823.699219 Penalty: 3162.012207
	Iteration 24Q: 3 clusters Score -54823.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -54826.898438 Penalty: 3162.012207
	Iteration 25Q: 3 clusters Score -54826.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -54826.898438 Penalty: 3162.012207
	Iteration 26F: 3 clusters Score -54826.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Entering Unmasked Estep 
Score: -162131.984375 Penalty: 1820.848633
	Iteration 0F: 2 clusters Score -162132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -159829.562500 Penalty: 3641.697266
	Iteration 0F: 3 clusters Score -159829.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -160183.703125 Penalty: 3641.697266
	Iteration 1F: 3 clusters Score -160183.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -160270.359375 Penalty: 3641.697266
	Iteration 2F: 3 clusters Score -160270.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -160309.000000 Penalty: 3641.697266
	Iteration 3Q: 3 clusters Score -160309 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -160336.625000 Penalty: 3641.697266
	Iteration 4Q: 3 clusters Score -160336.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -160358.281250 Penalty: 3641.697266
	Iteration 5Q: 3 clusters Score -160358.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -160377.968750 Penalty: 3641.697266
	Iteration 6Q: 3 clusters Score -160378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -160394.750000 Penalty: 3641.697266
	Iteration 7Q: 3 clusters Score -160394.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -160426.328125 Penalty: 3641.697266
	Iteration 8Q: 3 clusters Score -160426.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -160457.062500 Penalty: 3641.697266
	Iteration 9Q: 3 clusters Score -160457.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -160498.859375 Penalty: 3641.697266
	Iteration 10Q: 3 clusters Score -160498.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -160533.328125 Penalty: 3641.697266
	Iteration 11Q: 3 clusters Score -160533.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -160572.593750 Penalty: 3641.697266
	Iteration 12Q: 3 clusters Score -160572.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -160622.125000 Penalty: 3641.697266
	Iteration 13Q: 3 clusters Score -160622.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -160702.187500 Penalty: 3641.697266
	Iteration 14Q: 3 clusters Score -160702.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -160781.343750 Penalty: 3641.697266
	Iteration 15Q: 3 clusters Score -160781.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -160847.687500 Penalty: 3641.697266
	Iteration 16Q: 3 clusters Score -160847.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -160912.828125 Penalty: 3641.697266
	Iteration 17Q: 3 clusters Score -160912.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -160961.484375 Penalty: 3641.697266
	Iteration 18Q: 3 clusters Score -160961.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -161003.281250 Penalty: 3641.697266
	Iteration 19Q: 3 clusters Score -161003.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -161029.031250 Penalty: 3641.697266
	Iteration 20F: 3 clusters Score -161029 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -161042.875000 Penalty: 3641.697266
	Iteration 21Q: 3 clusters Score -161042.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -161057.296875 Penalty: 3641.697266
	Iteration 22Q: 3 clusters Score -161057.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -161073.703125 Penalty: 3641.697266
	Iteration 23Q: 3 clusters Score -161073.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -161081.765625 Penalty: 3641.697266
	Iteration 24Q: 3 clusters Score -161081.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -161087.406250 Penalty: 3641.697266
	Iteration 25Q: 3 clusters Score -161087.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -161088.890625 Penalty: 3641.697266
	Iteration 26Q: 3 clusters Score -161088.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -161089.265625 Penalty: 3641.697266
	Iteration 27Q: 3 clusters Score -161089.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -161089.265625 Penalty: 3641.697266
	Iteration 28F: 3 clusters Score -161089.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Entering Unmasked Estep 
Score: -154586.250000 Penalty: 1808.668457
	Iteration 0F: 2 clusters Score -154586.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -152308.890625 Penalty: 3617.336914
	Iteration 0F: 3 clusters Score -152308.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -152699.703125 Penalty: 3617.336914
	Iteration 1F: 3 clusters Score -152699.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -152797.937500 Penalty: 3617.336914
	Iteration 2F: 3 clusters Score -152797.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -152853.312500 Penalty: 3617.336914
	Iteration 3Q: 3 clusters Score -152853.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -152894.546875 Penalty: 3617.336914
	Iteration 4Q: 3 clusters Score -152894.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -152910.843750 Penalty: 3617.336914
	Iteration 5Q: 3 clusters Score -152910.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -152921.906250 Penalty: 3617.336914
	Iteration 6Q: 3 clusters Score -152921.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -152926.593750 Penalty: 3617.336914
	Iteration 7Q: 3 clusters Score -152926.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -152942.781250 Penalty: 3617.336914
	Iteration 8Q: 3 clusters Score -152942.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -152953.609375 Penalty: 3617.336914
	Iteration 9Q: 3 clusters Score -152953.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -152960.140625 Penalty: 3617.336914
	Iteration 10Q: 3 clusters Score -152960.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -152964.640625 Penalty: 3617.336914
	Iteration 11Q: 3 clusters Score -152964.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -152965.703125 Penalty: 3617.336914
	Iteration 12Q: 3 clusters Score -152965.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -152967.546875 Penalty: 3617.336914
	Iteration 13Q: 3 clusters Score -152967.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -152969.671875 Penalty: 3617.336914
	Iteration 14Q: 3 clusters Score -152969.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -152969.671875 Penalty: 3617.336914
	Iteration 15F: 3 clusters Score -152969.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (13472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Entering Unmasked Estep 
Score: -1310465.625000 Penalty: 2358.075439
	Iteration 0F: 2 clusters Score -1310466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1300674.250000 Penalty: 4716.150879
	Iteration 0F: 3 clusters Score -1300674 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1303966.000000 Penalty: 4716.150879
	Iteration 1F: 3 clusters Score -1303966 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1304471.125000 Penalty: 4716.150879
	Iteration 2F: 3 clusters Score -1304471 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1304909.750000 Penalty: 4716.150879
	Iteration 3F: 3 clusters Score -1304910 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1305281.500000 Penalty: 4716.150879
	Iteration 4F: 3 clusters Score -1305282 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1305638.625000 Penalty: 4716.150879
	Iteration 5Q: 3 clusters Score -1305639 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1306023.500000 Penalty: 4716.150879
	Iteration 6Q: 3 clusters Score -1306024 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1306385.250000 Penalty: 4716.150879
	Iteration 7Q: 3 clusters Score -1306385 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1306713.500000 Penalty: 4716.150879
	Iteration 8Q: 3 clusters Score -1306714 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1306995.000000 Penalty: 4716.150879
	Iteration 9Q: 3 clusters Score -1306995 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1307226.500000 Penalty: 4716.150879
	Iteration 10Q: 3 clusters Score -1307226 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1307413.000000 Penalty: 4716.150879
	Iteration 11Q: 3 clusters Score -1307413 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1307532.375000 Penalty: 4716.150879
	Iteration 12Q: 3 clusters Score -1307532 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1307638.875000 Penalty: 4716.150879
	Iteration 13Q: 3 clusters Score -1307639 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1307715.000000 Penalty: 4716.150879
	Iteration 14Q: 3 clusters Score -1307715 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1307781.375000 Penalty: 4716.150879
	Iteration 15Q: 3 clusters Score -1307781 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1307824.375000 Penalty: 4716.150879
	Iteration 16Q: 3 clusters Score -1307824 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1307864.250000 Penalty: 4716.150879
	Iteration 17Q: 3 clusters Score -1307864 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1307897.500000 Penalty: 4716.150879
	Iteration 18Q: 3 clusters Score -1307898 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1307925.625000 Penalty: 4716.150879
	Iteration 19Q: 3 clusters Score -1307926 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1307957.125000 Penalty: 4716.150879
	Iteration 20F: 3 clusters Score -1307957 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1307987.375000 Penalty: 4716.150879
	Iteration 21Q: 3 clusters Score -1307987 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1308014.000000 Penalty: 4716.150879
	Iteration 22Q: 3 clusters Score -1308014 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1308045.875000 Penalty: 4716.150879
	Iteration 23Q: 3 clusters Score -1308046 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1308062.625000 Penalty: 4716.150879
	Iteration 24Q: 3 clusters Score -1308063 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1308080.250000 Penalty: 4716.150879
	Iteration 25Q: 3 clusters Score -1308080 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1308103.625000 Penalty: 4716.150879
	Iteration 26Q: 3 clusters Score -1308104 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1308126.375000 Penalty: 4716.150879
	Iteration 27Q: 3 clusters Score -1308126 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1308143.375000 Penalty: 4716.150879
	Iteration 28Q: 3 clusters Score -1308143 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1308156.875000 Penalty: 4716.150879
	Iteration 29Q: 3 clusters Score -1308157 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1308169.750000 Penalty: 4716.150879
	Iteration 30Q: 3 clusters Score -1308170 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1308178.125000 Penalty: 4716.150879
	Iteration 31Q: 3 clusters Score -1308178 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1308193.500000 Penalty: 4716.150879
	Iteration 32Q: 3 clusters Score -1308194 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1308210.000000 Penalty: 4716.150879
	Iteration 33Q: 3 clusters Score -1308210 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1308220.250000 Penalty: 4716.150879
	Iteration 34Q: 3 clusters Score -1308220 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1308238.750000 Penalty: 4716.150879
	Iteration 35Q: 3 clusters Score -1308239 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1308248.625000 Penalty: 4716.150879
	Iteration 36Q: 3 clusters Score -1308249 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1308267.750000 Penalty: 4716.150879
	Iteration 37Q: 3 clusters Score -1308268 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1308284.000000 Penalty: 4716.150879
	Iteration 38Q: 3 clusters Score -1308284 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1308293.625000 Penalty: 4716.150879
	Iteration 39Q: 3 clusters Score -1308294 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1308303.875000 Penalty: 4716.150879
	Iteration 40F: 3 clusters Score -1308304 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1308314.250000 Penalty: 4716.150879
	Iteration 41Q: 3 clusters Score -1308314 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1308326.625000 Penalty: 4716.150879
	Iteration 42Q: 3 clusters Score -1308327 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1308336.375000 Penalty: 4716.150879
	Iteration 43Q: 3 clusters Score -1308336 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1308344.250000 Penalty: 4716.150879
	Iteration 44Q: 3 clusters Score -1308344 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1308353.000000 Penalty: 4716.150879
	Iteration 45Q: 3 clusters Score -1308353 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1308363.500000 Penalty: 4716.150879
	Iteration 46Q: 3 clusters Score -1308364 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1308371.750000 Penalty: 4716.150879
	Iteration 47Q: 3 clusters Score -1308372 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1308376.750000 Penalty: 4716.150879
	Iteration 48Q: 3 clusters Score -1308377 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1308383.375000 Penalty: 4716.150879
	Iteration 49Q: 3 clusters Score -1308383 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1308387.250000 Penalty: 4716.150879
	Iteration 50Q: 3 clusters Score -1308387 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1308398.750000 Penalty: 4716.150879
	Iteration 51Q: 3 clusters Score -1308399 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1308403.750000 Penalty: 4716.150879
	Iteration 52Q: 3 clusters Score -1308404 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1308413.500000 Penalty: 4716.150879
	Iteration 53Q: 3 clusters Score -1308414 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1308416.875000 Penalty: 4716.150879
	Iteration 54Q: 3 clusters Score -1308417 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1308430.125000 Penalty: 4716.150879
	Iteration 55Q: 3 clusters Score -1308430 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1308444.875000 Penalty: 4716.150879
	Iteration 56Q: 3 clusters Score -1308445 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1308458.000000 Penalty: 4716.150879
	Iteration 57Q: 3 clusters Score -1308458 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1308469.250000 Penalty: 4716.150879
	Iteration 58Q: 3 clusters Score -1308469 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1308481.500000 Penalty: 4716.150879
	Iteration 59Q: 3 clusters Score -1308482 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1308499.125000 Penalty: 4716.150879
	Iteration 60F: 3 clusters Score -1308499 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1308513.250000 Penalty: 4716.150879
	Iteration 61Q: 3 clusters Score -1308513 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1308526.875000 Penalty: 4716.150879
	Iteration 62Q: 3 clusters Score -1308527 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1308531.375000 Penalty: 4716.150879
	Iteration 63Q: 3 clusters Score -1308531 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1308536.500000 Penalty: 4716.150879
	Iteration 64Q: 3 clusters Score -1308536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1308542.375000 Penalty: 4716.150879
	Iteration 65Q: 3 clusters Score -1308542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1308546.250000 Penalty: 4716.150879
	Iteration 66Q: 3 clusters Score -1308546 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -1308554.750000 Penalty: 4716.150879
	Iteration 67Q: 3 clusters Score -1308555 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1308560.875000 Penalty: 4716.150879
	Iteration 68Q: 3 clusters Score -1308561 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1308570.250000 Penalty: 4716.150879
	Iteration 69Q: 3 clusters Score -1308570 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1308576.000000 Penalty: 4716.150879
	Iteration 70Q: 3 clusters Score -1308576 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1308586.875000 Penalty: 4716.150879
	Iteration 71Q: 3 clusters Score -1308587 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1308592.875000 Penalty: 4716.150879
	Iteration 72Q: 3 clusters Score -1308593 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1308601.000000 Penalty: 4716.150879
	Iteration 73Q: 3 clusters Score -1308601 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1308605.750000 Penalty: 4716.150879
	Iteration 74Q: 3 clusters Score -1308606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1308610.500000 Penalty: 4716.150879
	Iteration 75Q: 3 clusters Score -1308610 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1308623.750000 Penalty: 4716.150879
	Iteration 76Q: 3 clusters Score -1308624 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1308635.875000 Penalty: 4716.150879
	Iteration 77Q: 3 clusters Score -1308636 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1308644.500000 Penalty: 4716.150879
	Iteration 78Q: 3 clusters Score -1308644 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1308654.500000 Penalty: 4716.150879
	Iteration 79Q: 3 clusters Score -1308654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1308665.625000 Penalty: 4716.150879
	Iteration 80F: 3 clusters Score -1308666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1308678.000000 Penalty: 4716.150879
	Iteration 81Q: 3 clusters Score -1308678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1308687.500000 Penalty: 4716.150879
	Iteration 82Q: 3 clusters Score -1308688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1308694.125000 Penalty: 4716.150879
	Iteration 83Q: 3 clusters Score -1308694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1308696.875000 Penalty: 4716.150879
	Iteration 84Q: 3 clusters Score -1308697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1308700.375000 Penalty: 4716.150879
	Iteration 85Q: 3 clusters Score -1308700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -1308704.500000 Penalty: 4716.150879
	Iteration 86Q: 3 clusters Score -1308704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1308707.125000 Penalty: 4716.150879
	Iteration 87Q: 3 clusters Score -1308707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1308709.875000 Penalty: 4716.150879
	Iteration 88Q: 3 clusters Score -1308710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1308715.000000 Penalty: 4716.150879
	Iteration 89Q: 3 clusters Score -1308715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1308717.125000 Penalty: 4716.150879
	Iteration 90Q: 3 clusters Score -1308717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1308719.250000 Penalty: 4716.150879
	Iteration 91Q: 3 clusters Score -1308719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1308719.500000 Penalty: 4716.150879
	Iteration 92Q: 3 clusters Score -1308720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1308717.875000 Penalty: 4716.150879
	Iteration 93Q: 3 clusters Score -1308718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1308719.250000 Penalty: 4716.150879
	Iteration 94Q: 3 clusters Score -1308719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1308721.875000 Penalty: 4716.150879
	Iteration 95Q: 3 clusters Score -1308722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1308719.250000 Penalty: 4716.150879
	Iteration 96Q: 3 clusters Score -1308719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1308719.250000 Penalty: 4716.150879
	Iteration 97F: 3 clusters Score -1308719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Entering Unmasked Estep 
Score: -367125.062500 Penalty: 2027.046753
	Iteration 0F: 2 clusters Score -367125.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -363515.687500 Penalty: 4054.093506
	Iteration 0F: 3 clusters Score -363515.7 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -364363.968750 Penalty: 4054.093506
	Iteration 1F: 3 clusters Score -364364 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -364565.156250 Penalty: 4054.093506
	Iteration 2F: 3 clusters Score -364565.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -364750.156250 Penalty: 4054.093506
	Iteration 3F: 3 clusters Score -364750.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -364946.562500 Penalty: 4054.093506
	Iteration 4F: 3 clusters Score -364946.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -365190.937500 Penalty: 4054.093506
	Iteration 5Q: 3 clusters Score -365190.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -365590.500000 Penalty: 4054.093506
	Iteration 6F: 3 clusters Score -365590.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -366059.531250 Penalty: 4054.093506
	Iteration 7F: 3 clusters Score -366059.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -366389.531250 Penalty: 4054.093506
	Iteration 8F: 3 clusters Score -366389.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -366578.062500 Penalty: 4054.093506
	Iteration 9Q: 3 clusters Score -366578.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -366684.312500 Penalty: 4054.093506
	Iteration 10Q: 3 clusters Score -366684.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -366762.281250 Penalty: 4054.093506
	Iteration 11Q: 3 clusters Score -366762.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -366864.156250 Penalty: 4054.093506
	Iteration 12Q: 3 clusters Score -366864.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -366960.281250 Penalty: 4054.093506
	Iteration 13Q: 3 clusters Score -366960.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -367018.625000 Penalty: 4054.093506
	Iteration 14Q: 3 clusters Score -367018.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -367060.187500 Penalty: 4054.093506
	Iteration 15Q: 3 clusters Score -367060.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -367102.437500 Penalty: 4054.093506
	Iteration 16Q: 3 clusters Score -367102.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -367139.187500 Penalty: 4054.093506
	Iteration 17Q: 3 clusters Score -367139.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -367184.906250 Penalty: 4054.093506
	Iteration 18Q: 3 clusters Score -367184.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -367254.281250 Penalty: 4054.093506
	Iteration 19Q: 3 clusters Score -367254.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -367416.750000 Penalty: 4054.093506
	Iteration 20F: 3 clusters Score -367416.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -367591.781250 Penalty: 4054.093506
	Iteration 21Q: 3 clusters Score -367591.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -367691.281250 Penalty: 4054.093506
	Iteration 22Q: 3 clusters Score -367691.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -367713.312500 Penalty: 4054.093506
	Iteration 23Q: 3 clusters Score -367713.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -367714.656250 Penalty: 4054.093506
	Iteration 24Q: 3 clusters Score -367714.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -367714.656250 Penalty: 4054.093506
	Iteration 25F: 3 clusters Score -367714.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157268 members 
Mstep: Class 2 contains 2918 members 
Mstep: Class 3 contains 12434 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 23688 members 
Mstep: Class 6 contains 72497 members 
Mstep: Class 7 contains 11166 members 
Mstep: Class 8 contains 1639 members 
Mstep: Class 9 contains 181999 members 
Mstep: Class 10 contains 12687 members 
Mstep: Class 11 contains 57245 members 
Mstep: Class 12 contains 2688 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 48927 members 
Mstep: Class 15 contains 12304 members 
Mstep: Class 16 contains 7509 members 
Mstep: Class 17 contains 25403 members 
Mstep: Class 18 contains 103153 members 
Mstep: Class 19 contains 3000 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 39721 members 
Mstep: Class 22 contains 1378 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 8858 members 
Mstep: Class 25 contains 4272 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2205 members 
Mstep: Class 28 contains 14408 members 
Mstep: Class 29 contains 23058 members 
Mstep: Class 30 contains 3080 members 
Mstep: Class 31 contains 13425 members 
Mstep: Class 32 contains 8063 members 
Mstep: Class 33 contains 67266 members 
Mstep: Class 34 contains 26234 members 
Mstep: Class 35 contains 15255 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18709 members 
Mstep: Class 38 contains 1791 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13472 members 
Mstep: Class 44 contains 2685 members 
Mstep: Class 45 contains 5716 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18763 members 
Mstep: Class 48 contains 3594 members 
Mstep: Class 49 contains 1637 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33270 members 
Mstep: Class 52 contains 8065 members 
Mstep: Class 53 contains 861 members 
Entering Unmasked Estep 
Score: -115180944.000000 Penalty: 182896.359375
Splitting cluster 44 changes total score from -115181584.000000 to -115180944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (5716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Entering Unmasked Estep 
Score: -617561.750000 Penalty: 2145.454102
	Iteration 0F: 2 clusters Score -617561.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -612559.937500 Penalty: 4290.908203
	Iteration 0F: 3 clusters Score -612559.9 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -613797.312500 Penalty: 4290.908203
	Iteration 1F: 3 clusters Score -613797.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -614008.062500 Penalty: 4290.908203
	Iteration 2F: 3 clusters Score -614008.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -614128.062500 Penalty: 4290.908203
	Iteration 3Q: 3 clusters Score -614128.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -614190.937500 Penalty: 4290.908203
	Iteration 4Q: 3 clusters Score -614190.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -614244.000000 Penalty: 4290.908203
	Iteration 5Q: 3 clusters Score -614244 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -614294.000000 Penalty: 4290.908203
	Iteration 6Q: 3 clusters Score -614294 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -614339.437500 Penalty: 4290.908203
	Iteration 7Q: 3 clusters Score -614339.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -614379.437500 Penalty: 4290.908203
	Iteration 8Q: 3 clusters Score -614379.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -614417.375000 Penalty: 4290.908203
	Iteration 9Q: 3 clusters Score -614417.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -614446.687500 Penalty: 4290.908203
	Iteration 10Q: 3 clusters Score -614446.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -614476.812500 Penalty: 4290.908203
	Iteration 11Q: 3 clusters Score -614476.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -614500.625000 Penalty: 4290.908203
	Iteration 12Q: 3 clusters Score -614500.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -614525.625000 Penalty: 4290.908203
	Iteration 13Q: 3 clusters Score -614525.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -614554.312500 Penalty: 4290.908203
	Iteration 14Q: 3 clusters Score -614554.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -614582.250000 Penalty: 4290.908203
	Iteration 15Q: 3 clusters Score -614582.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -614609.625000 Penalty: 4290.908203
	Iteration 16Q: 3 clusters Score -614609.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -614642.937500 Penalty: 4290.908203
	Iteration 17Q: 3 clusters Score -614642.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -614682.375000 Penalty: 4290.908203
	Iteration 18Q: 3 clusters Score -614682.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -614728.875000 Penalty: 4290.908203
	Iteration 19Q: 3 clusters Score -614728.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -614773.187500 Penalty: 4290.908203
	Iteration 20F: 3 clusters Score -614773.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -614830.875000 Penalty: 4290.908203
	Iteration 21Q: 3 clusters Score -614830.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -614889.187500 Penalty: 4290.908203
	Iteration 22Q: 3 clusters Score -614889.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -614941.937500 Penalty: 4290.908203
	Iteration 23Q: 3 clusters Score -614941.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -614980.750000 Penalty: 4290.908203
	Iteration 24Q: 3 clusters Score -614980.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -615009.687500 Penalty: 4290.908203
	Iteration 25Q: 3 clusters Score -615009.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -615038.875000 Penalty: 4290.908203
	Iteration 26Q: 3 clusters Score -615038.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -615068.187500 Penalty: 4290.908203
	Iteration 27Q: 3 clusters Score -615068.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -615094.000000 Penalty: 4290.908203
	Iteration 28Q: 3 clusters Score -615094 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -615114.375000 Penalty: 4290.908203
	Iteration 29Q: 3 clusters Score -615114.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -615140.375000 Penalty: 4290.908203
	Iteration 30Q: 3 clusters Score -615140.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -615162.312500 Penalty: 4290.908203
	Iteration 31Q: 3 clusters Score -615162.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -615188.312500 Penalty: 4290.908203
	Iteration 32Q: 3 clusters Score -615188.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -615207.375000 Penalty: 4290.908203
	Iteration 33Q: 3 clusters Score -615207.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -615224.125000 Penalty: 4290.908203
	Iteration 34Q: 3 clusters Score -615224.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -615243.937500 Penalty: 4290.908203
	Iteration 35Q: 3 clusters Score -615243.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -615261.437500 Penalty: 4290.908203
	Iteration 36Q: 3 clusters Score -615261.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -615278.312500 Penalty: 4290.908203
	Iteration 37Q: 3 clusters Score -615278.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -615290.500000 Penalty: 4290.908203
	Iteration 38Q: 3 clusters Score -615290.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -615303.312500 Penalty: 4290.908203
	Iteration 39Q: 3 clusters Score -615303.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -615320.187500 Penalty: 4290.908203
	Iteration 40F: 3 clusters Score -615320.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -615333.000000 Penalty: 4290.908203
	Iteration 41Q: 3 clusters Score -615333 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -615343.125000 Penalty: 4290.908203
	Iteration 42Q: 3 clusters Score -615343.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -615352.312500 Penalty: 4290.908203
	Iteration 43Q: 3 clusters Score -615352.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -615359.562500 Penalty: 4290.908203
	Iteration 44Q: 3 clusters Score -615359.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -615368.812500 Penalty: 4290.908203
	Iteration 45Q: 3 clusters Score -615368.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -615382.750000 Penalty: 4290.908203
	Iteration 46Q: 3 clusters Score -615382.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -615404.000000 Penalty: 4290.908203
	Iteration 47Q: 3 clusters Score -615404 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -615423.562500 Penalty: 4290.908203
	Iteration 48Q: 3 clusters Score -615423.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -615434.687500 Penalty: 4290.908203
	Iteration 49Q: 3 clusters Score -615434.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -615444.187500 Penalty: 4290.908203
	Iteration 50Q: 3 clusters Score -615444.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -615455.437500 Penalty: 4290.908203
	Iteration 51Q: 3 clusters Score -615455.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -615466.125000 Penalty: 4290.908203
	Iteration 52Q: 3 clusters Score -615466.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -615471.750000 Penalty: 4290.908203
	Iteration 53Q: 3 clusters Score -615471.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -615477.687500 Penalty: 4290.908203
	Iteration 54Q: 3 clusters Score -615477.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -615490.687500 Penalty: 4290.908203
	Iteration 55Q: 3 clusters Score -615490.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -615504.062500 Penalty: 4290.908203
	Iteration 56Q: 3 clusters Score -615504.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -615515.500000 Penalty: 4290.908203
	Iteration 57Q: 3 clusters Score -615515.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -615525.000000 Penalty: 4290.908203
	Iteration 58Q: 3 clusters Score -615525 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -615536.687500 Penalty: 4290.908203
	Iteration 59Q: 3 clusters Score -615536.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -615543.500000 Penalty: 4290.908203
	Iteration 60F: 3 clusters Score -615543.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -615552.437500 Penalty: 4290.908203
	Iteration 61Q: 3 clusters Score -615552.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -615558.625000 Penalty: 4290.908203
	Iteration 62Q: 3 clusters Score -615558.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -615563.812500 Penalty: 4290.908203
	Iteration 63Q: 3 clusters Score -615563.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -615569.250000 Penalty: 4290.908203
	Iteration 64Q: 3 clusters Score -615569.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -615573.875000 Penalty: 4290.908203
	Iteration 65Q: 3 clusters Score -615573.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -615577.125000 Penalty: 4290.908203
	Iteration 66Q: 3 clusters Score -615577.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -615580.500000 Penalty: 4290.908203
	Iteration 67Q: 3 clusters Score -615580.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -615582.437500 Penalty: 4290.908203
	Iteration 68Q: 3 clusters Score -615582.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -615586.687500 Penalty: 4290.908203
	Iteration 69Q: 3 clusters Score -615586.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -615588.937500 Penalty: 4290.908203
	Iteration 70Q: 3 clusters Score -615588.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -615590.625000 Penalty: 4290.908203
	Iteration 71Q: 3 clusters Score -615590.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -615591.875000 Penalty: 4290.908203
	Iteration 72Q: 3 clusters Score -615591.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -615592.562500 Penalty: 4290.908203
	Iteration 73Q: 3 clusters Score -615592.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -615592.937500 Penalty: 4290.908203
	Iteration 74Q: 3 clusters Score -615592.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -615595.187500 Penalty: 4290.908203
	Iteration 75Q: 3 clusters Score -615595.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -615599.625000 Penalty: 4290.908203
	Iteration 76Q: 3 clusters Score -615599.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -615605.500000 Penalty: 4290.908203
	Iteration 77Q: 3 clusters Score -615605.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -615612.500000 Penalty: 4290.908203
	Iteration 78Q: 3 clusters Score -615612.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -615618.500000 Penalty: 4290.908203
	Iteration 79Q: 3 clusters Score -615618.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -615623.000000 Penalty: 4290.908203
	Iteration 80F: 3 clusters Score -615623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -615623.875000 Penalty: 4290.908203
	Iteration 81Q: 3 clusters Score -615623.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -615626.625000 Penalty: 4290.908203
	Iteration 82Q: 3 clusters Score -615626.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -615628.062500 Penalty: 4290.908203
	Iteration 83Q: 3 clusters Score -615628.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -615630.687500 Penalty: 4290.908203
	Iteration 84Q: 3 clusters Score -615630.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -615634.812500 Penalty: 4290.908203
	Iteration 85Q: 3 clusters Score -615634.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -615642.250000 Penalty: 4290.908203
	Iteration 86Q: 3 clusters Score -615642.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -615646.375000 Penalty: 4290.908203
	Iteration 87Q: 3 clusters Score -615646.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -615654.062500 Penalty: 4290.908203
	Iteration 88Q: 3 clusters Score -615654.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -615657.375000 Penalty: 4290.908203
	Iteration 89Q: 3 clusters Score -615657.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -615661.250000 Penalty: 4290.908203
	Iteration 90Q: 3 clusters Score -615661.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -615664.125000 Penalty: 4290.908203
	Iteration 91Q: 3 clusters Score -615664.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -615665.250000 Penalty: 4290.908203
	Iteration 92Q: 3 clusters Score -615665.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -615667.687500 Penalty: 4290.908203
	Iteration 93Q: 3 clusters Score -615667.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -615669.125000 Penalty: 4290.908203
	Iteration 94Q: 3 clusters Score -615669.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -615674.625000 Penalty: 4290.908203
	Iteration 95Q: 3 clusters Score -615674.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -615677.000000 Penalty: 4290.908203
	Iteration 96Q: 3 clusters Score -615677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -615676.375000 Penalty: 4290.908203
	Iteration 97Q: 3 clusters Score -615676.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -615677.750000 Penalty: 4290.908203
	Iteration 98Q: 3 clusters Score -615677.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -615680.812500 Penalty: 4290.908203
	Iteration 99Q: 3 clusters Score -615680.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -615682.562500 Penalty: 4290.908203
	Iteration 100F: 3 clusters Score -615682.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -615683.312500 Penalty: 4290.908203
	Iteration 101Q: 3 clusters Score -615683.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -615684.875000 Penalty: 4290.908203
	Iteration 102Q: 3 clusters Score -615684.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -615685.875000 Penalty: 4290.908203
	Iteration 103Q: 3 clusters Score -615685.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -615686.687500 Penalty: 4290.908203
	Iteration 104Q: 3 clusters Score -615686.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -615686.687500 Penalty: 4290.908203
	Iteration 105F: 3 clusters Score -615686.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (3176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Entering Unmasked Estep 
Score: -338583.812500 Penalty: 1999.717529
	Iteration 0F: 2 clusters Score -338583.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -335196.593750 Penalty: 3999.435059
	Iteration 0F: 3 clusters Score -335196.6 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -335878.937500 Penalty: 3999.435059
	Iteration 1F: 3 clusters Score -335878.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -336043.031250 Penalty: 3999.435059
	Iteration 2F: 3 clusters Score -336043 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -336129.781250 Penalty: 3999.435059
	Iteration 3Q: 3 clusters Score -336129.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -336194.156250 Penalty: 3999.435059
	Iteration 4Q: 3 clusters Score -336194.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -336249.062500 Penalty: 3999.435059
	Iteration 5Q: 3 clusters Score -336249.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -336284.718750 Penalty: 3999.435059
	Iteration 6Q: 3 clusters Score -336284.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -336309.250000 Penalty: 3999.435059
	Iteration 7Q: 3 clusters Score -336309.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -336328.343750 Penalty: 3999.435059
	Iteration 8Q: 3 clusters Score -336328.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -336340.843750 Penalty: 3999.435059
	Iteration 9Q: 3 clusters Score -336340.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -336352.406250 Penalty: 3999.435059
	Iteration 10Q: 3 clusters Score -336352.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -336362.125000 Penalty: 3999.435059
	Iteration 11Q: 3 clusters Score -336362.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -336374.468750 Penalty: 3999.435059
	Iteration 12Q: 3 clusters Score -336374.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -336383.437500 Penalty: 3999.435059
	Iteration 13Q: 3 clusters Score -336383.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -336394.937500 Penalty: 3999.435059
	Iteration 14Q: 3 clusters Score -336394.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -336406.500000 Penalty: 3999.435059
	Iteration 15Q: 3 clusters Score -336406.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -336419.500000 Penalty: 3999.435059
	Iteration 16Q: 3 clusters Score -336419.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -336430.343750 Penalty: 3999.435059
	Iteration 17Q: 3 clusters Score -336430.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -336440.281250 Penalty: 3999.435059
	Iteration 18Q: 3 clusters Score -336440.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -336448.625000 Penalty: 3999.435059
	Iteration 19Q: 3 clusters Score -336448.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -336460.062500 Penalty: 3999.435059
	Iteration 20F: 3 clusters Score -336460.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -336469.437500 Penalty: 3999.435059
	Iteration 21Q: 3 clusters Score -336469.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -336478.218750 Penalty: 3999.435059
	Iteration 22Q: 3 clusters Score -336478.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -336491.062500 Penalty: 3999.435059
	Iteration 23Q: 3 clusters Score -336491.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -336500.031250 Penalty: 3999.435059
	Iteration 24Q: 3 clusters Score -336500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -336505.375000 Penalty: 3999.435059
	Iteration 25Q: 3 clusters Score -336505.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -336512.562500 Penalty: 3999.435059
	Iteration 26Q: 3 clusters Score -336512.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -336518.437500 Penalty: 3999.435059
	Iteration 27Q: 3 clusters Score -336518.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -336526.125000 Penalty: 3999.435059
	Iteration 28Q: 3 clusters Score -336526.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -336533.968750 Penalty: 3999.435059
	Iteration 29Q: 3 clusters Score -336534 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -336545.093750 Penalty: 3999.435059
	Iteration 30Q: 3 clusters Score -336545.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -336554.218750 Penalty: 3999.435059
	Iteration 31Q: 3 clusters Score -336554.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -336558.406250 Penalty: 3999.435059
	Iteration 32Q: 3 clusters Score -336558.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -336563.250000 Penalty: 3999.435059
	Iteration 33Q: 3 clusters Score -336563.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -336565.937500 Penalty: 3999.435059
	Iteration 34Q: 3 clusters Score -336565.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -336570.562500 Penalty: 3999.435059
	Iteration 35Q: 3 clusters Score -336570.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -336582.218750 Penalty: 3999.435059
	Iteration 36Q: 3 clusters Score -336582.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -336594.250000 Penalty: 3999.435059
	Iteration 37Q: 3 clusters Score -336594.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -336609.156250 Penalty: 3999.435059
	Iteration 38Q: 3 clusters Score -336609.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -336622.812500 Penalty: 3999.435059
	Iteration 39Q: 3 clusters Score -336622.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -336634.812500 Penalty: 3999.435059
	Iteration 40F: 3 clusters Score -336634.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -336644.343750 Penalty: 3999.435059
	Iteration 41Q: 3 clusters Score -336644.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -336653.562500 Penalty: 3999.435059
	Iteration 42Q: 3 clusters Score -336653.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -336659.437500 Penalty: 3999.435059
	Iteration 43Q: 3 clusters Score -336659.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -336666.031250 Penalty: 3999.435059
	Iteration 44Q: 3 clusters Score -336666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -336671.468750 Penalty: 3999.435059
	Iteration 45Q: 3 clusters Score -336671.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -336675.406250 Penalty: 3999.435059
	Iteration 46Q: 3 clusters Score -336675.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -336677.156250 Penalty: 3999.435059
	Iteration 47Q: 3 clusters Score -336677.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -336679.468750 Penalty: 3999.435059
	Iteration 48Q: 3 clusters Score -336679.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -336682.125000 Penalty: 3999.435059
	Iteration 49Q: 3 clusters Score -336682.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -336683.750000 Penalty: 3999.435059
	Iteration 50Q: 3 clusters Score -336683.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -336685.093750 Penalty: 3999.435059
	Iteration 51Q: 3 clusters Score -336685.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -336685.937500 Penalty: 3999.435059
	Iteration 52Q: 3 clusters Score -336685.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -336688.187500 Penalty: 3999.435059
	Iteration 53Q: 3 clusters Score -336688.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -336690.750000 Penalty: 3999.435059
	Iteration 54Q: 3 clusters Score -336690.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -336691.281250 Penalty: 3999.435059
	Iteration 55Q: 3 clusters Score -336691.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -336692.593750 Penalty: 3999.435059
	Iteration 56Q: 3 clusters Score -336692.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -336692.906250 Penalty: 3999.435059
	Iteration 57Q: 3 clusters Score -336692.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -336693.812500 Penalty: 3999.435059
	Iteration 58Q: 3 clusters Score -336693.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -336693.812500 Penalty: 3999.435059
	Iteration 59F: 3 clusters Score -336693.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (18763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Entering Unmasked Estep 
Score: -1858424.000000 Penalty: 2440.231445
	Iteration 0F: 2 clusters Score -1858424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1845169.000000 Penalty: 4880.462891
	Iteration 0F: 3 clusters Score -1845169 nChanged 8217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1849716.125000 Penalty: 4880.462891
	Iteration 1F: 3 clusters Score -1849716 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1850363.375000 Penalty: 4880.462891
	Iteration 2F: 3 clusters Score -1850363 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1850952.250000 Penalty: 4880.462891
	Iteration 3F: 3 clusters Score -1850952 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1851490.000000 Penalty: 4880.462891
	Iteration 4F: 3 clusters Score -1851490 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1852038.375000 Penalty: 4880.462891
	Iteration 5F: 3 clusters Score -1852038 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1852581.250000 Penalty: 4880.462891
	Iteration 6F: 3 clusters Score -1852581 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1853105.250000 Penalty: 4880.462891
	Iteration 7Q: 3 clusters Score -1853105 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1853553.750000 Penalty: 4880.462891
	Iteration 8Q: 3 clusters Score -1853554 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1853891.625000 Penalty: 4880.462891
	Iteration 9Q: 3 clusters Score -1853892 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1854167.750000 Penalty: 4880.462891
	Iteration 10Q: 3 clusters Score -1854168 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1854392.625000 Penalty: 4880.462891
	Iteration 11Q: 3 clusters Score -1854393 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1854585.250000 Penalty: 4880.462891
	Iteration 12Q: 3 clusters Score -1854585 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1854747.250000 Penalty: 4880.462891
	Iteration 13Q: 3 clusters Score -1854747 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1854867.125000 Penalty: 4880.462891
	Iteration 14Q: 3 clusters Score -1854867 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1854951.375000 Penalty: 4880.462891
	Iteration 15Q: 3 clusters Score -1854951 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1855009.875000 Penalty: 4880.462891
	Iteration 16Q: 3 clusters Score -1855010 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1855043.875000 Penalty: 4880.462891
	Iteration 17Q: 3 clusters Score -1855044 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1855083.750000 Penalty: 4880.462891
	Iteration 18Q: 3 clusters Score -1855084 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1855115.750000 Penalty: 4880.462891
	Iteration 19Q: 3 clusters Score -1855116 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1855146.125000 Penalty: 4880.462891
	Iteration 20F: 3 clusters Score -1855146 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1855162.000000 Penalty: 4880.462891
	Iteration 21Q: 3 clusters Score -1855162 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1855174.500000 Penalty: 4880.462891
	Iteration 22Q: 3 clusters Score -1855174 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1855190 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1855205 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1855223.250000 Penalty: 4880.462891
	Iteration 25Q: 3 clusters Score -1855223 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1855245 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1855270.375000 Penalty: 4880.462891
	Iteration 27Q: 3 clusters Score -1855270 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1855284 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1855308.750000 Penalty: 4880.462891
	Iteration 29Q: 3 clusters Score -1855309 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1855325.000000 Penalty: 4880.462891
	Iteration 30Q: 3 clusters Score -1855325 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1855341.250000 Penalty: 4880.462891
	Iteration 31Q: 3 clusters Score -1855341 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1855349.500000 Penalty: 4880.462891
	Iteration 32Q: 3 clusters Score -1855350 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1855361.250000 Penalty: 4880.462891
	Iteration 33Q: 3 clusters Score -1855361 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1855376 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1855387 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1855396.625000 Penalty: 4880.462891
	Iteration 36Q: 3 clusters Score -1855397 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1855405.625000 Penalty: 4880.462891
	Iteration 37Q: 3 clusters Score -1855406 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1855418 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1855424.000000 Penalty: 4880.462891
	Iteration 39Q: 3 clusters Score -1855424 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1855435.875000 Penalty: 4880.462891
	Iteration 40F: 3 clusters Score -1855436 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1855446 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1855449 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1855456 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1855460 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1855465.750000 Penalty: 4880.462891
	Iteration 45Q: 3 clusters Score -1855466 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1855474.375000 Penalty: 4880.462891
	Iteration 46Q: 3 clusters Score -1855474 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1855476.875000 Penalty: 4880.462891
	Iteration 47Q: 3 clusters Score -1855477 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1855488 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1855489.625000 Penalty: 4880.462891
	Iteration 49Q: 3 clusters Score -1855490 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1855501.375000 Penalty: 4880.462891
	Iteration 50Q: 3 clusters Score -1855501 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1855501.375000 Penalty: 4880.462891
	Iteration 51Q: 3 clusters Score -1855501 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1855506.625000 Penalty: 4880.462891
	Iteration 52Q: 3 clusters Score -1855507 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1855520.500000 Penalty: 4880.462891
	Iteration 53Q: 3 clusters Score -1855520 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1855529.500000 Penalty: 4880.462891
	Iteration 54Q: 3 clusters Score -1855530 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1855541.250000 Penalty: 4880.462891
	Iteration 55Q: 3 clusters Score -1855541 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1855540.250000 Penalty: 4880.462891
	Iteration 56Q: 3 clusters Score -1855540 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1855548.250000 Penalty: 4880.462891
	Iteration 57Q: 3 clusters Score -1855548 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1855554.875000 Penalty: 4880.462891
	Iteration 58Q: 3 clusters Score -1855555 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1855564.625000 Penalty: 4880.462891
	Iteration 59Q: 3 clusters Score -1855565 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1855578.000000 Penalty: 4880.462891
	Iteration 60F: 3 clusters Score -1855578 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1855579 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1855582.000000 Penalty: 4880.462891
	Iteration 62Q: 3 clusters Score -1855582 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1855585.750000 Penalty: 4880.462891
	Iteration 63Q: 3 clusters Score -1855586 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1855590.500000 Penalty: 4880.462891
	Iteration 64Q: 3 clusters Score -1855590 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1855597.500000 Penalty: 4880.462891
	Iteration 65Q: 3 clusters Score -1855598 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1855601.000000 Penalty: 4880.462891
	Iteration 66Q: 3 clusters Score -1855601 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1855602.250000 Penalty: 4880.462891
	Iteration 67Q: 3 clusters Score -1855602 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1855604.000000 Penalty: 4880.462891
	Iteration 68Q: 3 clusters Score -1855604 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1855612.000000 Penalty: 4880.462891
	Iteration 69Q: 3 clusters Score -1855612 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1855612.750000 Penalty: 4880.462891
	Iteration 70Q: 3 clusters Score -1855613 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1855621.875000 Penalty: 4880.462891
	Iteration 71Q: 3 clusters Score -1855622 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1855622.125000 Penalty: 4880.462891
	Iteration 72Q: 3 clusters Score -1855622 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1855631.500000 Penalty: 4880.462891
	Iteration 73Q: 3 clusters Score -1855632 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1855635.750000 Penalty: 4880.462891
	Iteration 74Q: 3 clusters Score -1855636 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1855639.375000 Penalty: 4880.462891
	Iteration 75Q: 3 clusters Score -1855639 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1855640.000000 Penalty: 4880.462891
	Iteration 76Q: 3 clusters Score -1855640 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1855647.250000 Penalty: 4880.462891
	Iteration 77Q: 3 clusters Score -1855647 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1855647.125000 Penalty: 4880.462891
	Iteration 78Q: 3 clusters Score -1855647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1855655.375000 Penalty: 4880.462891
	Iteration 79Q: 3 clusters Score -1855655 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -1855650.500000 Penalty: 4880.462891
	Iteration 80F: 3 clusters Score -1855650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1855656.625000 Penalty: 4880.462891
	Iteration 81Q: 3 clusters Score -1855657 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1855660.250000 Penalty: 4880.462891
	Iteration 82Q: 3 clusters Score -1855660 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1855660.375000 Penalty: 4880.462891
	Iteration 83Q: 3 clusters Score -1855660 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1855663.625000 Penalty: 4880.462891
	Iteration 84Q: 3 clusters Score -1855664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -1855668.750000 Penalty: 4880.462891
	Iteration 85Q: 3 clusters Score -1855669 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1855668.375000 Penalty: 4880.462891
	Iteration 86Q: 3 clusters Score -1855668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1855669.750000 Penalty: 4880.462891
	Iteration 87Q: 3 clusters Score -1855670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1855672.375000 Penalty: 4880.462891
	Iteration 88Q: 3 clusters Score -1855672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1855670.000000 Penalty: 4880.462891
	Iteration 89Q: 3 clusters Score -1855670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1855670.125000 Penalty: 4880.462891
	Iteration 90Q: 3 clusters Score -1855670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1855672.875000 Penalty: 4880.462891
	Iteration 91Q: 3 clusters Score -1855673 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1855676.250000 Penalty: 4880.462891
	Iteration 92Q: 3 clusters Score -1855676 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1855680.625000 Penalty: 4880.462891
	Iteration 93Q: 3 clusters Score -1855681 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1855685.750000 Penalty: 4880.462891
	Iteration 94Q: 3 clusters Score -1855686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1855683.375000 Penalty: 4880.462891
	Iteration 95Q: 3 clusters Score -1855683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1855688.875000 Penalty: 4880.462891
	Iteration 96Q: 3 clusters Score -1855689 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1855688.250000 Penalty: 4880.462891
	Iteration 97Q: 3 clusters Score -1855688 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1855687.625000 Penalty: 4880.462891
	Iteration 98Q: 3 clusters Score -1855688 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1855691.250000 Penalty: 4880.462891
	Iteration 99Q: 3 clusters Score -1855691 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1855695.375000 Penalty: 4880.462891
	Iteration 100F: 3 clusters Score -1855695 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1855705.750000 Penalty: 4880.462891
	Iteration 101Q: 3 clusters Score -1855706 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1855709.750000 Penalty: 4880.462891
	Iteration 102Q: 3 clusters Score -1855710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1855711.250000 Penalty: 4880.462891
	Iteration 103Q: 3 clusters Score -1855711 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1855720.625000 Penalty: 4880.462891
	Iteration 104Q: 3 clusters Score -1855721 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1855718.875000 Penalty: 4880.462891
	Iteration 105Q: 3 clusters Score -1855719 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1855718.625000 Penalty: 4880.462891
	Iteration 106Q: 3 clusters Score -1855719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1855720.875000 Penalty: 4880.462891
	Iteration 107Q: 3 clusters Score -1855721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -1855722.625000 Penalty: 4880.462891
	Iteration 108Q: 3 clusters Score -1855723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -1855721.375000 Penalty: 4880.462891
	Iteration 109Q: 3 clusters Score -1855721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1855722.000000 Penalty: 4880.462891
	Iteration 110Q: 3 clusters Score -1855722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1855720.875000 Penalty: 4880.462891
	Iteration 111Q: 3 clusters Score -1855721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1855722.375000 Penalty: 4880.462891
	Iteration 112Q: 3 clusters Score -1855722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -1855722.625000 Penalty: 4880.462891
	Iteration 113Q: 3 clusters Score -1855723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -1855722.625000 Penalty: 4880.462891
	Iteration 114F: 3 clusters Score -1855723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (3594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Entering Unmasked Estep 
Score: -342065.781250 Penalty: 2030.381226
	Iteration 0F: 2 clusters Score -342065.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -338440.937500 Penalty: 4060.762451
	Iteration 0F: 3 clusters Score -338440.9 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -339365.500000 Penalty: 4060.762451
	Iteration 1F: 3 clusters Score -339365.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -339650.312500 Penalty: 4060.762451
	Iteration 2F: 3 clusters Score -339650.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -339870.750000 Penalty: 4060.762451
	Iteration 3F: 3 clusters Score -339870.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -340051.250000 Penalty: 4060.762451
	Iteration 4F: 3 clusters Score -340051.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -340195.250000 Penalty: 4060.762451
	Iteration 5Q: 3 clusters Score -340195.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -340312.843750 Penalty: 4060.762451
	Iteration 6Q: 3 clusters Score -340312.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -340423.250000 Penalty: 4060.762451
	Iteration 7Q: 3 clusters Score -340423.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -340502.875000 Penalty: 4060.762451
	Iteration 8Q: 3 clusters Score -340502.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -340561.406250 Penalty: 4060.762451
	Iteration 9Q: 3 clusters Score -340561.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -340602.687500 Penalty: 4060.762451
	Iteration 10Q: 3 clusters Score -340602.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -340630.218750 Penalty: 4060.762451
	Iteration 11Q: 3 clusters Score -340630.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -340647.562500 Penalty: 4060.762451
	Iteration 12Q: 3 clusters Score -340647.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -340658.312500 Penalty: 4060.762451
	Iteration 13Q: 3 clusters Score -340658.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -340664.531250 Penalty: 4060.762451
	Iteration 14Q: 3 clusters Score -340664.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -340666.781250 Penalty: 4060.762451
	Iteration 15Q: 3 clusters Score -340666.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -340669.687500 Penalty: 4060.762451
	Iteration 16Q: 3 clusters Score -340669.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -340673.562500 Penalty: 4060.762451
	Iteration 17Q: 3 clusters Score -340673.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -340678.718750 Penalty: 4060.762451
	Iteration 18Q: 3 clusters Score -340678.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -340685.218750 Penalty: 4060.762451
	Iteration 19Q: 3 clusters Score -340685.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -340688.343750 Penalty: 4060.762451
	Iteration 20F: 3 clusters Score -340688.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -340692.281250 Penalty: 4060.762451
	Iteration 21Q: 3 clusters Score -340692.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -340698.031250 Penalty: 4060.762451
	Iteration 22Q: 3 clusters Score -340698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -340708.562500 Penalty: 4060.762451
	Iteration 23Q: 3 clusters Score -340708.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -340719.093750 Penalty: 4060.762451
	Iteration 24Q: 3 clusters Score -340719.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -340728.000000 Penalty: 4060.762451
	Iteration 25Q: 3 clusters Score -340728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -340735.250000 Penalty: 4060.762451
	Iteration 26Q: 3 clusters Score -340735.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -340747.343750 Penalty: 4060.762451
	Iteration 27Q: 3 clusters Score -340747.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -340752.093750 Penalty: 4060.762451
	Iteration 28Q: 3 clusters Score -340752.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -340758.281250 Penalty: 4060.762451
	Iteration 29Q: 3 clusters Score -340758.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -340764.000000 Penalty: 4060.762451
	Iteration 30Q: 3 clusters Score -340764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -340767.687500 Penalty: 4060.762451
	Iteration 31Q: 3 clusters Score -340767.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -340773.093750 Penalty: 4060.762451
	Iteration 32Q: 3 clusters Score -340773.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -340776.312500 Penalty: 4060.762451
	Iteration 33Q: 3 clusters Score -340776.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -340778.406250 Penalty: 4060.762451
	Iteration 34Q: 3 clusters Score -340778.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -340785.093750 Penalty: 4060.762451
	Iteration 35Q: 3 clusters Score -340785.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -340791.031250 Penalty: 4060.762451
	Iteration 36Q: 3 clusters Score -340791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -340798.625000 Penalty: 4060.762451
	Iteration 37Q: 3 clusters Score -340798.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -340808.156250 Penalty: 4060.762451
	Iteration 38Q: 3 clusters Score -340808.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -340819.125000 Penalty: 4060.762451
	Iteration 39Q: 3 clusters Score -340819.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -340829.906250 Penalty: 4060.762451
	Iteration 40F: 3 clusters Score -340829.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -340844.187500 Penalty: 4060.762451
	Iteration 41Q: 3 clusters Score -340844.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -340852.312500 Penalty: 4060.762451
	Iteration 42Q: 3 clusters Score -340852.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -340861.687500 Penalty: 4060.762451
	Iteration 43Q: 3 clusters Score -340861.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -340870.281250 Penalty: 4060.762451
	Iteration 44Q: 3 clusters Score -340870.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -340874.562500 Penalty: 4060.762451
	Iteration 45Q: 3 clusters Score -340874.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -340878.375000 Penalty: 4060.762451
	Iteration 46Q: 3 clusters Score -340878.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -340880.781250 Penalty: 4060.762451
	Iteration 47Q: 3 clusters Score -340880.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -340883.687500 Penalty: 4060.762451
	Iteration 48Q: 3 clusters Score -340883.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -340886.562500 Penalty: 4060.762451
	Iteration 49Q: 3 clusters Score -340886.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -340889.406250 Penalty: 4060.762451
	Iteration 50Q: 3 clusters Score -340889.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -340891.937500 Penalty: 4060.762451
	Iteration 51Q: 3 clusters Score -340891.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -340895.468750 Penalty: 4060.762451
	Iteration 52Q: 3 clusters Score -340895.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -340900.343750 Penalty: 4060.762451
	Iteration 53Q: 3 clusters Score -340900.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -340902.593750 Penalty: 4060.762451
	Iteration 54Q: 3 clusters Score -340902.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -340904.687500 Penalty: 4060.762451
	Iteration 55Q: 3 clusters Score -340904.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -340906.750000 Penalty: 4060.762451
	Iteration 56Q: 3 clusters Score -340906.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -340906.562500 Penalty: 4060.762451
	Iteration 57Q: 3 clusters Score -340906.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -340906.562500 Penalty: 4060.762451
	Iteration 58F: 3 clusters Score -340906.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Entering Unmasked Estep 
Score: -168237.687500 Penalty: 1835.353882
	Iteration 0F: 2 clusters Score -168237.7 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 838 members 
Entering Unmasked Estep 
Score: -165872.875000 Penalty: 3670.707764
	Iteration 0F: 3 clusters Score -165872.9 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -166320.578125 Penalty: 3670.707764
	Iteration 1F: 3 clusters Score -166320.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -166466.781250 Penalty: 3670.707764
	Iteration 2F: 3 clusters Score -166466.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -166593.093750 Penalty: 3670.707764
	Iteration 3F: 3 clusters Score -166593.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -166684.078125 Penalty: 3670.707764
	Iteration 4Q: 3 clusters Score -166684.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -166788.734375 Penalty: 3670.707764
	Iteration 5Q: 3 clusters Score -166788.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -167015.296875 Penalty: 3670.707764
	Iteration 6Q: 3 clusters Score -167015.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -167297.828125 Penalty: 3670.707764
	Iteration 7Q: 3 clusters Score -167297.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -167573.515625 Penalty: 3670.707764
	Iteration 8Q: 3 clusters Score -167573.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -167719.046875 Penalty: 3670.707764
	Iteration 9F: 3 clusters Score -167719 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -167807.859375 Penalty: 3670.707764
	Iteration 10Q: 3 clusters Score -167807.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -167863.500000 Penalty: 3670.707764
	Iteration 11Q: 3 clusters Score -167863.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -167888.812500 Penalty: 3670.707764
	Iteration 12Q: 3 clusters Score -167888.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -167911.765625 Penalty: 3670.707764
	Iteration 13Q: 3 clusters Score -167911.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -167935.250000 Penalty: 3670.707764
	Iteration 14Q: 3 clusters Score -167935.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -167968.468750 Penalty: 3670.707764
	Iteration 15Q: 3 clusters Score -167968.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -167988.703125 Penalty: 3670.707764
	Iteration 16Q: 3 clusters Score -167988.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -167998.515625 Penalty: 3670.707764
	Iteration 17Q: 3 clusters Score -167998.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -168002.796875 Penalty: 3670.707764
	Iteration 18Q: 3 clusters Score -168002.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -168007.750000 Penalty: 3670.707764
	Iteration 19Q: 3 clusters Score -168007.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -168012.062500 Penalty: 3670.707764
	Iteration 20F: 3 clusters Score -168012.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -168014.890625 Penalty: 3670.707764
	Iteration 21Q: 3 clusters Score -168014.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -168020.390625 Penalty: 3670.707764
	Iteration 22Q: 3 clusters Score -168020.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -168024.390625 Penalty: 3670.707764
	Iteration 23Q: 3 clusters Score -168024.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -168029.437500 Penalty: 3670.707764
	Iteration 24Q: 3 clusters Score -168029.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -168033.093750 Penalty: 3670.707764
	Iteration 25Q: 3 clusters Score -168033.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -168039.015625 Penalty: 3670.707764
	Iteration 26Q: 3 clusters Score -168039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -168043.843750 Penalty: 3670.707764
	Iteration 27Q: 3 clusters Score -168043.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -168045.687500 Penalty: 3670.707764
	Iteration 28Q: 3 clusters Score -168045.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -168047.500000 Penalty: 3670.707764
	Iteration 29Q: 3 clusters Score -168047.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -168050.906250 Penalty: 3670.707764
	Iteration 30Q: 3 clusters Score -168050.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -168053.265625 Penalty: 3670.707764
	Iteration 31Q: 3 clusters Score -168053.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -168056.421875 Penalty: 3670.707764
	Iteration 32Q: 3 clusters Score -168056.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -168062.921875 Penalty: 3670.707764
	Iteration 33Q: 3 clusters Score -168062.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -168075.781250 Penalty: 3670.707764
	Iteration 34Q: 3 clusters Score -168075.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -168080.921875 Penalty: 3670.707764
	Iteration 35Q: 3 clusters Score -168080.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -168089.000000 Penalty: 3670.707764
	Iteration 36Q: 3 clusters Score -168089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -168096.468750 Penalty: 3670.707764
	Iteration 37Q: 3 clusters Score -168096.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -168104.062500 Penalty: 3670.707764
	Iteration 38Q: 3 clusters Score -168104.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -168106.921875 Penalty: 3670.707764
	Iteration 39Q: 3 clusters Score -168106.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -168113.203125 Penalty: 3670.707764
	Iteration 40F: 3 clusters Score -168113.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -168114.796875 Penalty: 3670.707764
	Iteration 41Q: 3 clusters Score -168114.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -168117.656250 Penalty: 3670.707764
	Iteration 42Q: 3 clusters Score -168117.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -168119.390625 Penalty: 3670.707764
	Iteration 43Q: 3 clusters Score -168119.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -168121.828125 Penalty: 3670.707764
	Iteration 44Q: 3 clusters Score -168121.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -168124.343750 Penalty: 3670.707764
	Iteration 45Q: 3 clusters Score -168124.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -168127.546875 Penalty: 3670.707764
	Iteration 46Q: 3 clusters Score -168127.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -168128.312500 Penalty: 3670.707764
	Iteration 47Q: 3 clusters Score -168128.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -168130.968750 Penalty: 3670.707764
	Iteration 48Q: 3 clusters Score -168131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -168132.484375 Penalty: 3670.707764
	Iteration 49Q: 3 clusters Score -168132.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -168132.484375 Penalty: 3670.707764
	Iteration 50F: 3 clusters Score -168132.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Entering Unmasked Estep 
Score: -208442.546875 Penalty: 1878.872192
	Iteration 0F: 2 clusters Score -208442.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -205822.734375 Penalty: 3757.744385
	Iteration 0F: 3 clusters Score -205822.7 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -206244.578125 Penalty: 3757.744385
	Iteration 1F: 3 clusters Score -206244.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -206348.750000 Penalty: 3757.744385
	Iteration 2F: 3 clusters Score -206348.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -206411.343750 Penalty: 3757.744385
	Iteration 3Q: 3 clusters Score -206411.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -206450.015625 Penalty: 3757.744385
	Iteration 4Q: 3 clusters Score -206450 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -206483.671875 Penalty: 3757.744385
	Iteration 5Q: 3 clusters Score -206483.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -206502.062500 Penalty: 3757.744385
	Iteration 6Q: 3 clusters Score -206502.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -206514.625000 Penalty: 3757.744385
	Iteration 7Q: 3 clusters Score -206514.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -206522.640625 Penalty: 3757.744385
	Iteration 8Q: 3 clusters Score -206522.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -206533.531250 Penalty: 3757.744385
	Iteration 9Q: 3 clusters Score -206533.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -206544.812500 Penalty: 3757.744385
	Iteration 10Q: 3 clusters Score -206544.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -206557.546875 Penalty: 3757.744385
	Iteration 11Q: 3 clusters Score -206557.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -206572.281250 Penalty: 3757.744385
	Iteration 12Q: 3 clusters Score -206572.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -206587.796875 Penalty: 3757.744385
	Iteration 13Q: 3 clusters Score -206587.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -206603.453125 Penalty: 3757.744385
	Iteration 14Q: 3 clusters Score -206603.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -206622.328125 Penalty: 3757.744385
	Iteration 15Q: 3 clusters Score -206622.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -206645.515625 Penalty: 3757.744385
	Iteration 16Q: 3 clusters Score -206645.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -206668.031250 Penalty: 3757.744385
	Iteration 17Q: 3 clusters Score -206668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -206689.156250 Penalty: 3757.744385
	Iteration 18Q: 3 clusters Score -206689.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -206699.515625 Penalty: 3757.744385
	Iteration 19Q: 3 clusters Score -206699.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -206712.656250 Penalty: 3757.744385
	Iteration 20F: 3 clusters Score -206712.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -206725.125000 Penalty: 3757.744385
	Iteration 21Q: 3 clusters Score -206725.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -206735.375000 Penalty: 3757.744385
	Iteration 22Q: 3 clusters Score -206735.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -206745.656250 Penalty: 3757.744385
	Iteration 23Q: 3 clusters Score -206745.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -206757.125000 Penalty: 3757.744385
	Iteration 24Q: 3 clusters Score -206757.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -206769.156250 Penalty: 3757.744385
	Iteration 25Q: 3 clusters Score -206769.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -206781.312500 Penalty: 3757.744385
	Iteration 26Q: 3 clusters Score -206781.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -206786.843750 Penalty: 3757.744385
	Iteration 27Q: 3 clusters Score -206786.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -206790.562500 Penalty: 3757.744385
	Iteration 28Q: 3 clusters Score -206790.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -206798.687500 Penalty: 3757.744385
	Iteration 29Q: 3 clusters Score -206798.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -206806.718750 Penalty: 3757.744385
	Iteration 30Q: 3 clusters Score -206806.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -206809.750000 Penalty: 3757.744385
	Iteration 31Q: 3 clusters Score -206809.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -206810.640625 Penalty: 3757.744385
	Iteration 32Q: 3 clusters Score -206810.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -206811.296875 Penalty: 3757.744385
	Iteration 33Q: 3 clusters Score -206811.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -206811.093750 Penalty: 3757.744385
	Iteration 34Q: 3 clusters Score -206811.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -206811.843750 Penalty: 3757.744385
	Iteration 35Q: 3 clusters Score -206811.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -206812.312500 Penalty: 3757.744385
	Iteration 36Q: 3 clusters Score -206812.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -206814.171875 Penalty: 3757.744385
	Iteration 37Q: 3 clusters Score -206814.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -206815.921875 Penalty: 3757.744385
	Iteration 38Q: 3 clusters Score -206815.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -206816.359375 Penalty: 3757.744385
	Iteration 39Q: 3 clusters Score -206816.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -206818.062500 Penalty: 3757.744385
	Iteration 40F: 3 clusters Score -206818.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -206818.218750 Penalty: 3757.744385
	Iteration 41Q: 3 clusters Score -206818.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -206818.218750 Penalty: 3757.744385
	Iteration 42F: 3 clusters Score -206818.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (33270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Entering Unmasked Estep 
Score: -3609536.250000 Penalty: 2582.278076
	Iteration 0F: 2 clusters Score -3609536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -3586917.250000 Penalty: 5164.556152
	Iteration 0F: 3 clusters Score -3586917 nChanged 15136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -3595241.500000 Penalty: 5164.556152
	Iteration 1F: 3 clusters Score -3595242 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -3595799.750000 Penalty: 5164.556152
	Iteration 2Q: 3 clusters Score -3595800 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -3596314.500000 Penalty: 5164.556152
	Iteration 3Q: 3 clusters Score -3596314 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -3596868.250000 Penalty: 5164.556152
	Iteration 4Q: 3 clusters Score -3596868 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -3597595.500000 Penalty: 5164.556152
	Iteration 5Q: 3 clusters Score -3597596 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -3598529.000000 Penalty: 5164.556152
	Iteration 6Q: 3 clusters Score -3598529 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -3599621.000000 Penalty: 5164.556152
	Iteration 7F: 3 clusters Score -3599621 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -3600873.000000 Penalty: 5164.556152
	Iteration 8F: 3 clusters Score -3600873 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -3602321.500000 Penalty: 5164.556152
	Iteration 9F: 3 clusters Score -3602322 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -3603757.250000 Penalty: 5164.556152
	Iteration 10F: 3 clusters Score -3603757 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -3604917.500000 Penalty: 5164.556152
	Iteration 11Q: 3 clusters Score -3604918 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -3605683.750000 Penalty: 5164.556152
	Iteration 12Q: 3 clusters Score -3605684 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -3606195.750000 Penalty: 5164.556152
	Iteration 13Q: 3 clusters Score -3606196 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -3606524.250000 Penalty: 5164.556152
	Iteration 14Q: 3 clusters Score -3606524 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -3606745.750000 Penalty: 5164.556152
	Iteration 15Q: 3 clusters Score -3606746 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -3606915.500000 Penalty: 5164.556152
	Iteration 16Q: 3 clusters Score -3606916 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -3607112.000000 Penalty: 5164.556152
	Iteration 17Q: 3 clusters Score -3607112 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -3607310.750000 Penalty: 5164.556152
	Iteration 18Q: 3 clusters Score -3607311 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3607475.750000 Penalty: 5164.556152
	Iteration 19Q: 3 clusters Score -3607476 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3607571.000000 Penalty: 5164.556152
	Iteration 20F: 3 clusters Score -3607571 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -3607654.500000 Penalty: 5164.556152
	Iteration 21Q: 3 clusters Score -3607654 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -3607693.500000 Penalty: 5164.556152
	Iteration 22Q: 3 clusters Score -3607694 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31499 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -3607727.500000 Penalty: 5164.556152
	Iteration 23Q: 3 clusters Score -3607728 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3607753.000000 Penalty: 5164.556152
	Iteration 24Q: 3 clusters Score -3607753 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3607772.500000 Penalty: 5164.556152
	Iteration 25Q: 3 clusters Score -3607772 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3607777.500000 Penalty: 5164.556152
	Iteration 26Q: 3 clusters Score -3607778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3607784.500000 Penalty: 5164.556152
	Iteration 27Q: 3 clusters Score -3607784 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3607786.250000 Penalty: 5164.556152
	Iteration 28Q: 3 clusters Score -3607786 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3607801.250000 Penalty: 5164.556152
	Iteration 29Q: 3 clusters Score -3607801 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3607802.750000 Penalty: 5164.556152
	Iteration 30Q: 3 clusters Score -3607803 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3607808.500000 Penalty: 5164.556152
	Iteration 31Q: 3 clusters Score -3607808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31738 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3607814.500000 Penalty: 5164.556152
	Iteration 32Q: 3 clusters Score -3607814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3607820.250000 Penalty: 5164.556152
	Iteration 33Q: 3 clusters Score -3607820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31752 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3607818.000000 Penalty: 5164.556152
	Iteration 34Q: 3 clusters Score -3607818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31755 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3607814.750000 Penalty: 5164.556152
	Iteration 35Q: 3 clusters Score -3607815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3607815.000000 Penalty: 5164.556152
	Iteration 36Q: 3 clusters Score -3607815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3607817.500000 Penalty: 5164.556152
	Iteration 37Q: 3 clusters Score -3607818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3607824.000000 Penalty: 5164.556152
	Iteration 38Q: 3 clusters Score -3607824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3607822.500000 Penalty: 5164.556152
	Iteration 39Q: 3 clusters Score -3607822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -3607829.000000 Penalty: 5164.556152
	Iteration 40F: 3 clusters Score -3607829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3607825.500000 Penalty: 5164.556152
	Iteration 41Q: 3 clusters Score -3607826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3607825.750000 Penalty: 5164.556152
	Iteration 42Q: 3 clusters Score -3607826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3607829.000000 Penalty: 5164.556152
	Iteration 43Q: 3 clusters Score -3607829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3607826.500000 Penalty: 5164.556152
	Iteration 44Q: 3 clusters Score -3607826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3607828.750000 Penalty: 5164.556152
	Iteration 45Q: 3 clusters Score -3607829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3607828.750000 Penalty: 5164.556152
	Iteration 46F: 3 clusters Score -3607829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (8065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Entering Unmasked Estep 
Score: -875553.312500 Penalty: 2230.831543
	Iteration 0F: 2 clusters Score -875553.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -869170.375000 Penalty: 4461.663086
	Iteration 0F: 3 clusters Score -869170.4 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -870902.187500 Penalty: 4461.663086
	Iteration 1F: 3 clusters Score -870902.2 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -871179.000000 Penalty: 4461.663086
	Iteration 2F: 3 clusters Score -871179 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -871380.062500 Penalty: 4461.663086
	Iteration 3Q: 3 clusters Score -871380.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -871552.000000 Penalty: 4461.663086
	Iteration 4Q: 3 clusters Score -871552 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -871723.125000 Penalty: 4461.663086
	Iteration 5Q: 3 clusters Score -871723.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -871895.375000 Penalty: 4461.663086
	Iteration 6Q: 3 clusters Score -871895.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -872098.125000 Penalty: 4461.663086
	Iteration 7Q: 3 clusters Score -872098.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -872349.812500 Penalty: 4461.663086
	Iteration 8Q: 3 clusters Score -872349.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -872596.937500 Penalty: 4461.663086
	Iteration 9Q: 3 clusters Score -872596.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -872816.687500 Penalty: 4461.663086
	Iteration 10Q: 3 clusters Score -872816.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -873012.625000 Penalty: 4461.663086
	Iteration 11Q: 3 clusters Score -873012.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -873153.687500 Penalty: 4461.663086
	Iteration 12Q: 3 clusters Score -873153.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -873266.187500 Penalty: 4461.663086
	Iteration 13Q: 3 clusters Score -873266.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -873343.125000 Penalty: 4461.663086
	Iteration 14Q: 3 clusters Score -873343.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -873398.937500 Penalty: 4461.663086
	Iteration 15Q: 3 clusters Score -873398.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -873438.312500 Penalty: 4461.663086
	Iteration 16Q: 3 clusters Score -873438.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -873460.812500 Penalty: 4461.663086
	Iteration 17Q: 3 clusters Score -873460.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -873477.000000 Penalty: 4461.663086
	Iteration 18Q: 3 clusters Score -873477 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -873491.687500 Penalty: 4461.663086
	Iteration 19Q: 3 clusters Score -873491.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -873500.812500 Penalty: 4461.663086
	Iteration 20F: 3 clusters Score -873500.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -873510.250000 Penalty: 4461.663086
	Iteration 21Q: 3 clusters Score -873510.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -873517.750000 Penalty: 4461.663086
	Iteration 22Q: 3 clusters Score -873517.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -873530.562500 Penalty: 4461.663086
	Iteration 23Q: 3 clusters Score -873530.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -873542.625000 Penalty: 4461.663086
	Iteration 24Q: 3 clusters Score -873542.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -873555.125000 Penalty: 4461.663086
	Iteration 25Q: 3 clusters Score -873555.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -873562.375000 Penalty: 4461.663086
	Iteration 26Q: 3 clusters Score -873562.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -873562.437500 Penalty: 4461.663086
	Iteration 27Q: 3 clusters Score -873562.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -873569.250000 Penalty: 4461.663086
	Iteration 28Q: 3 clusters Score -873569.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -873573.687500 Penalty: 4461.663086
	Iteration 29Q: 3 clusters Score -873573.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -873579.062500 Penalty: 4461.663086
	Iteration 30Q: 3 clusters Score -873579.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -873582.250000 Penalty: 4461.663086
	Iteration 31Q: 3 clusters Score -873582.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -873583.812500 Penalty: 4461.663086
	Iteration 32Q: 3 clusters Score -873583.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -873585.625000 Penalty: 4461.663086
	Iteration 33Q: 3 clusters Score -873585.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -873587.625000 Penalty: 4461.663086
	Iteration 34Q: 3 clusters Score -873587.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -873589.125000 Penalty: 4461.663086
	Iteration 35Q: 3 clusters Score -873589.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -873590.312500 Penalty: 4461.663086
	Iteration 36Q: 3 clusters Score -873590.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -873594.187500 Penalty: 4461.663086
	Iteration 37Q: 3 clusters Score -873594.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -873596.687500 Penalty: 4461.663086
	Iteration 38Q: 3 clusters Score -873596.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -873599.625000 Penalty: 4461.663086
	Iteration 39Q: 3 clusters Score -873599.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -873601.562500 Penalty: 4461.663086
	Iteration 40F: 3 clusters Score -873601.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -873602.250000 Penalty: 4461.663086
	Iteration 41Q: 3 clusters Score -873602.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -873602.625000 Penalty: 4461.663086
	Iteration 42Q: 3 clusters Score -873602.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -873602.625000 Penalty: 4461.663086
	Iteration 43F: 3 clusters Score -873602.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157268 members 
Mstep: Class 2 contains 2918 members 
Mstep: Class 3 contains 12434 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 23688 members 
Mstep: Class 6 contains 72497 members 
Mstep: Class 7 contains 11166 members 
Mstep: Class 8 contains 1639 members 
Mstep: Class 9 contains 181999 members 
Mstep: Class 10 contains 12687 members 
Mstep: Class 11 contains 57245 members 
Mstep: Class 12 contains 2688 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 48927 members 
Mstep: Class 15 contains 12304 members 
Mstep: Class 16 contains 7509 members 
Mstep: Class 17 contains 25403 members 
Mstep: Class 18 contains 103153 members 
Mstep: Class 19 contains 3000 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 39721 members 
Mstep: Class 22 contains 1378 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 8858 members 
Mstep: Class 25 contains 4272 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2205 members 
Mstep: Class 28 contains 14408 members 
Mstep: Class 29 contains 23058 members 
Mstep: Class 30 contains 3080 members 
Mstep: Class 31 contains 13425 members 
Mstep: Class 32 contains 8063 members 
Mstep: Class 33 contains 67266 members 
Mstep: Class 34 contains 26234 members 
Mstep: Class 35 contains 15255 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18709 members 
Mstep: Class 38 contains 1791 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13472 members 
Mstep: Class 44 contains 3546 members 
Mstep: Class 45 contains 5716 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18763 members 
Mstep: Class 48 contains 3594 members 
Mstep: Class 49 contains 1637 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33270 members 
Mstep: Class 52 contains 8065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181744.000000 Penalty: 179445.484375
Iteration 199Q: 53 clusters Score -1.151817e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157252 members 
Mstep: Class 2 contains 2919 members 
Mstep: Class 3 contains 12412 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 23735 members 
Mstep: Class 6 contains 72505 members 
Mstep: Class 7 contains 11179 members 
Mstep: Class 8 contains 1639 members 
Mstep: Class 9 contains 182013 members 
Mstep: Class 10 contains 12685 members 
Mstep: Class 11 contains 57319 members 
Mstep: Class 12 contains 2681 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 48769 members 
Mstep: Class 15 contains 12306 members 
Mstep: Class 16 contains 7510 members 
Mstep: Class 17 contains 25399 members 
Mstep: Class 18 contains 103169 members 
Mstep: Class 19 contains 3000 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 39715 members 
Mstep: Class 22 contains 1378 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 8859 members 
Mstep: Class 25 contains 4272 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2205 members 
Mstep: Class 28 contains 14409 members 
Mstep: Class 29 contains 23058 members 
Mstep: Class 30 contains 3081 members 
Mstep: Class 31 contains 13418 members 
Mstep: Class 32 contains 8063 members 
Mstep: Class 33 contains 67288 members 
Mstep: Class 34 contains 26232 members 
Mstep: Class 35 contains 15255 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18718 members 
Mstep: Class 38 contains 1791 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13486 members 
Mstep: Class 44 contains 3546 members 
Mstep: Class 45 contains 5718 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18761 members 
Mstep: Class 48 contains 3593 members 
Mstep: Class 49 contains 1637 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33279 members 
Mstep: Class 52 contains 8058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181776.000000 Penalty: 179445.484375
Iteration 200F: 53 clusters Score -1.151818e+08 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157230 members 
Mstep: Class 2 contains 2920 members 
Mstep: Class 3 contains 12390 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 23766 members 
Mstep: Class 6 contains 72506 members 
Mstep: Class 7 contains 11187 members 
Mstep: Class 8 contains 1640 members 
Mstep: Class 9 contains 182031 members 
Mstep: Class 10 contains 12686 members 
Mstep: Class 11 contains 57398 members 
Mstep: Class 12 contains 2674 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 48632 members 
Mstep: Class 15 contains 12305 members 
Mstep: Class 16 contains 7510 members 
Mstep: Class 17 contains 25398 members 
Mstep: Class 18 contains 103179 members 
Mstep: Class 19 contains 3003 members 
Mstep: Class 20 contains 5603 members 
Mstep: Class 21 contains 39712 members 
Mstep: Class 22 contains 1378 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 8865 members 
Mstep: Class 25 contains 4273 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2205 members 
Mstep: Class 28 contains 14408 members 
Mstep: Class 29 contains 23047 members 
Mstep: Class 30 contains 3081 members 
Mstep: Class 31 contains 13409 members 
Mstep: Class 32 contains 8063 members 
Mstep: Class 33 contains 67314 members 
Mstep: Class 34 contains 26229 members 
Mstep: Class 35 contains 15257 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18722 members 
Mstep: Class 38 contains 1791 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13506 members 
Mstep: Class 44 contains 3546 members 
Mstep: Class 45 contains 5718 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18764 members 
Mstep: Class 48 contains 3594 members 
Mstep: Class 49 contains 1637 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33287 members 
Mstep: Class 52 contains 8052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181712.000000 Penalty: 179445.484375
Iteration 201Q: 53 clusters Score -1.151817e+08 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157221 members 
Mstep: Class 2 contains 2921 members 
Mstep: Class 3 contains 12371 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 23812 members 
Mstep: Class 6 contains 72510 members 
Mstep: Class 7 contains 11204 members 
Mstep: Class 8 contains 1642 members 
Mstep: Class 9 contains 182052 members 
Mstep: Class 10 contains 12686 members 
Mstep: Class 11 contains 57459 members 
Mstep: Class 12 contains 2668 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 48485 members 
Mstep: Class 15 contains 12305 members 
Mstep: Class 16 contains 7511 members 
Mstep: Class 17 contains 25395 members 
Mstep: Class 18 contains 103194 members 
Mstep: Class 19 contains 3007 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 39701 members 
Mstep: Class 22 contains 1378 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 8873 members 
Mstep: Class 25 contains 4275 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2206 members 
Mstep: Class 28 contains 14409 members 
Mstep: Class 29 contains 23038 members 
Mstep: Class 30 contains 3081 members 
Mstep: Class 31 contains 13404 members 
Mstep: Class 32 contains 8063 members 
Mstep: Class 33 contains 67322 members 
Mstep: Class 34 contains 26229 members 
Mstep: Class 35 contains 15248 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18725 members 
Mstep: Class 38 contains 1791 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13518 members 
Mstep: Class 44 contains 3547 members 
Mstep: Class 45 contains 5719 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18769 members 
Mstep: Class 48 contains 3596 members 
Mstep: Class 49 contains 1637 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33295 members 
Mstep: Class 52 contains 8047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181760.000000 Penalty: 179445.484375
Iteration 202Q: 53 clusters Score -1.151818e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157204 members 
Mstep: Class 2 contains 2924 members 
Mstep: Class 3 contains 12356 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 23853 members 
Mstep: Class 6 contains 72512 members 
Mstep: Class 7 contains 11222 members 
Mstep: Class 8 contains 1643 members 
Mstep: Class 9 contains 182073 members 
Mstep: Class 10 contains 12688 members 
Mstep: Class 11 contains 57522 members 
Mstep: Class 12 contains 2669 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 48352 members 
Mstep: Class 15 contains 12303 members 
Mstep: Class 16 contains 7511 members 
Mstep: Class 17 contains 25390 members 
Mstep: Class 18 contains 103202 members 
Mstep: Class 19 contains 3010 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 39694 members 
Mstep: Class 22 contains 1378 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 8882 members 
Mstep: Class 25 contains 4275 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2206 members 
Mstep: Class 28 contains 14407 members 
Mstep: Class 29 contains 23022 members 
Mstep: Class 30 contains 3082 members 
Mstep: Class 31 contains 13403 members 
Mstep: Class 32 contains 8063 members 
Mstep: Class 33 contains 67336 members 
Mstep: Class 34 contains 26228 members 
Mstep: Class 35 contains 15244 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18727 members 
Mstep: Class 38 contains 1791 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13532 members 
Mstep: Class 44 contains 3548 members 
Mstep: Class 45 contains 5718 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18776 members 
Mstep: Class 48 contains 3596 members 
Mstep: Class 49 contains 1637 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33296 members 
Mstep: Class 52 contains 8040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181600.000000 Penalty: 179445.484375
Iteration 203Q: 53 clusters Score -1.151816e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157205 members 
Mstep: Class 2 contains 2925 members 
Mstep: Class 3 contains 12351 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 23879 members 
Mstep: Class 6 contains 72514 members 
Mstep: Class 7 contains 11238 members 
Mstep: Class 8 contains 1643 members 
Mstep: Class 9 contains 182086 members 
Mstep: Class 10 contains 12688 members 
Mstep: Class 11 contains 57564 members 
Mstep: Class 12 contains 2669 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 48224 members 
Mstep: Class 15 contains 12300 members 
Mstep: Class 16 contains 7512 members 
Mstep: Class 17 contains 25390 members 
Mstep: Class 18 contains 103212 members 
Mstep: Class 19 contains 3013 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 39684 members 
Mstep: Class 22 contains 1378 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 8882 members 
Mstep: Class 25 contains 4274 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2206 members 
Mstep: Class 28 contains 14405 members 
Mstep: Class 29 contains 23020 members 
Mstep: Class 30 contains 3082 members 
Mstep: Class 31 contains 13403 members 
Mstep: Class 32 contains 8063 members 
Mstep: Class 33 contains 67353 members 
Mstep: Class 34 contains 26227 members 
Mstep: Class 35 contains 15242 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18734 members 
Mstep: Class 38 contains 1791 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13543 members 
Mstep: Class 44 contains 3549 members 
Mstep: Class 45 contains 5715 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18778 members 
Mstep: Class 48 contains 3597 members 
Mstep: Class 49 contains 1637 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33299 members 
Mstep: Class 52 contains 8040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181824.000000 Penalty: 179445.484375
Iteration 204Q: 53 clusters Score -1.151818e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157198 members 
Mstep: Class 2 contains 2927 members 
Mstep: Class 3 contains 12343 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 23919 members 
Mstep: Class 6 contains 72514 members 
Mstep: Class 7 contains 11252 members 
Mstep: Class 8 contains 1643 members 
Mstep: Class 9 contains 182091 members 
Mstep: Class 10 contains 12690 members 
Mstep: Class 11 contains 57620 members 
Mstep: Class 12 contains 2668 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 48103 members 
Mstep: Class 15 contains 12299 members 
Mstep: Class 16 contains 7513 members 
Mstep: Class 17 contains 25387 members 
Mstep: Class 18 contains 103229 members 
Mstep: Class 19 contains 3014 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 39669 members 
Mstep: Class 22 contains 1379 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 8883 members 
Mstep: Class 25 contains 4274 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2206 members 
Mstep: Class 28 contains 14403 members 
Mstep: Class 29 contains 23012 members 
Mstep: Class 30 contains 3083 members 
Mstep: Class 31 contains 13407 members 
Mstep: Class 32 contains 8063 members 
Mstep: Class 33 contains 67364 members 
Mstep: Class 34 contains 26226 members 
Mstep: Class 35 contains 15239 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18739 members 
Mstep: Class 38 contains 1791 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13552 members 
Mstep: Class 44 contains 3550 members 
Mstep: Class 45 contains 5716 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18776 members 
Mstep: Class 48 contains 3597 members 
Mstep: Class 49 contains 1637 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33300 members 
Mstep: Class 52 contains 8039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181912.000000 Penalty: 179445.484375
Iteration 205Q: 53 clusters Score -1.151819e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157192 members 
Mstep: Class 2 contains 2927 members 
Mstep: Class 3 contains 12335 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 23938 members 
Mstep: Class 6 contains 72513 members 
Mstep: Class 7 contains 11279 members 
Mstep: Class 8 contains 1644 members 
Mstep: Class 9 contains 182111 members 
Mstep: Class 10 contains 12693 members 
Mstep: Class 11 contains 57665 members 
Mstep: Class 12 contains 2668 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 47981 members 
Mstep: Class 15 contains 12297 members 
Mstep: Class 16 contains 7517 members 
Mstep: Class 17 contains 25386 members 
Mstep: Class 18 contains 103238 members 
Mstep: Class 19 contains 3016 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 39659 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 8887 members 
Mstep: Class 25 contains 4275 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2206 members 
Mstep: Class 28 contains 14404 members 
Mstep: Class 29 contains 23017 members 
Mstep: Class 30 contains 3084 members 
Mstep: Class 31 contains 13406 members 
Mstep: Class 32 contains 8063 members 
Mstep: Class 33 contains 67377 members 
Mstep: Class 34 contains 26224 members 
Mstep: Class 35 contains 15232 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18740 members 
Mstep: Class 38 contains 1791 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13557 members 
Mstep: Class 44 contains 3551 members 
Mstep: Class 45 contains 5719 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18772 members 
Mstep: Class 48 contains 3597 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33302 members 
Mstep: Class 52 contains 8036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181816.000000 Penalty: 179445.484375
Iteration 206Q: 53 clusters Score -1.151818e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157196 members 
Mstep: Class 2 contains 2928 members 
Mstep: Class 3 contains 12323 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 23972 members 
Mstep: Class 6 contains 72514 members 
Mstep: Class 7 contains 11307 members 
Mstep: Class 8 contains 1645 members 
Mstep: Class 9 contains 182130 members 
Mstep: Class 10 contains 12695 members 
Mstep: Class 11 contains 57702 members 
Mstep: Class 12 contains 2668 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 47838 members 
Mstep: Class 15 contains 12294 members 
Mstep: Class 16 contains 7518 members 
Mstep: Class 17 contains 25385 members 
Mstep: Class 18 contains 103248 members 
Mstep: Class 19 contains 3015 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 39653 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 8887 members 
Mstep: Class 25 contains 4275 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2206 members 
Mstep: Class 28 contains 14403 members 
Mstep: Class 29 contains 23017 members 
Mstep: Class 30 contains 3084 members 
Mstep: Class 31 contains 13411 members 
Mstep: Class 32 contains 8063 members 
Mstep: Class 33 contains 67381 members 
Mstep: Class 34 contains 26223 members 
Mstep: Class 35 contains 15236 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18743 members 
Mstep: Class 38 contains 1791 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13568 members 
Mstep: Class 44 contains 3552 members 
Mstep: Class 45 contains 5719 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18778 members 
Mstep: Class 48 contains 3597 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33302 members 
Mstep: Class 52 contains 8033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182024.000000 Penalty: 179445.484375
Iteration 207Q: 53 clusters Score -1.15182e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157214 members 
Mstep: Class 2 contains 2930 members 
Mstep: Class 3 contains 12312 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24006 members 
Mstep: Class 6 contains 72515 members 
Mstep: Class 7 contains 11323 members 
Mstep: Class 8 contains 1646 members 
Mstep: Class 9 contains 182152 members 
Mstep: Class 10 contains 12698 members 
Mstep: Class 11 contains 57745 members 
Mstep: Class 12 contains 2668 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 47694 members 
Mstep: Class 15 contains 12293 members 
Mstep: Class 16 contains 7520 members 
Mstep: Class 17 contains 25383 members 
Mstep: Class 18 contains 103256 members 
Mstep: Class 19 contains 3016 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 39648 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 8886 members 
Mstep: Class 25 contains 4275 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2206 members 
Mstep: Class 28 contains 14402 members 
Mstep: Class 29 contains 23015 members 
Mstep: Class 30 contains 3084 members 
Mstep: Class 31 contains 13405 members 
Mstep: Class 32 contains 8063 members 
Mstep: Class 33 contains 67392 members 
Mstep: Class 34 contains 26223 members 
Mstep: Class 35 contains 15231 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18746 members 
Mstep: Class 38 contains 1791 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13574 members 
Mstep: Class 44 contains 3552 members 
Mstep: Class 45 contains 5719 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18784 members 
Mstep: Class 48 contains 3599 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33303 members 
Mstep: Class 52 contains 8031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181992.000000 Penalty: 179445.484375
Iteration 208Q: 53 clusters Score -1.15182e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157222 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 12297 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24046 members 
Mstep: Class 6 contains 72517 members 
Mstep: Class 7 contains 11335 members 
Mstep: Class 8 contains 1645 members 
Mstep: Class 9 contains 182161 members 
Mstep: Class 10 contains 12696 members 
Mstep: Class 11 contains 57797 members 
Mstep: Class 12 contains 2667 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 47561 members 
Mstep: Class 15 contains 12293 members 
Mstep: Class 16 contains 7524 members 
Mstep: Class 17 contains 25382 members 
Mstep: Class 18 contains 103268 members 
Mstep: Class 19 contains 3019 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 39651 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 8890 members 
Mstep: Class 25 contains 4275 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2206 members 
Mstep: Class 28 contains 14403 members 
Mstep: Class 29 contains 23021 members 
Mstep: Class 30 contains 3085 members 
Mstep: Class 31 contains 13402 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67395 members 
Mstep: Class 34 contains 26218 members 
Mstep: Class 35 contains 15228 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18748 members 
Mstep: Class 38 contains 1791 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13585 members 
Mstep: Class 44 contains 3552 members 
Mstep: Class 45 contains 5718 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18782 members 
Mstep: Class 48 contains 3600 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33302 members 
Mstep: Class 52 contains 8027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182048.000000 Penalty: 179445.484375
Iteration 209Q: 53 clusters Score -1.15182e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157217 members 
Mstep: Class 2 contains 2930 members 
Mstep: Class 3 contains 12293 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24093 members 
Mstep: Class 6 contains 72521 members 
Mstep: Class 7 contains 11343 members 
Mstep: Class 8 contains 1645 members 
Mstep: Class 9 contains 182177 members 
Mstep: Class 10 contains 12695 members 
Mstep: Class 11 contains 57823 members 
Mstep: Class 12 contains 2665 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 47445 members 
Mstep: Class 15 contains 12292 members 
Mstep: Class 16 contains 7525 members 
Mstep: Class 17 contains 25381 members 
Mstep: Class 18 contains 103288 members 
Mstep: Class 19 contains 3021 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 39645 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 8893 members 
Mstep: Class 25 contains 4275 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2206 members 
Mstep: Class 28 contains 14401 members 
Mstep: Class 29 contains 23019 members 
Mstep: Class 30 contains 3085 members 
Mstep: Class 31 contains 13397 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67405 members 
Mstep: Class 34 contains 26216 members 
Mstep: Class 35 contains 15230 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18750 members 
Mstep: Class 38 contains 1791 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13588 members 
Mstep: Class 44 contains 3552 members 
Mstep: Class 45 contains 5723 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18784 members 
Mstep: Class 48 contains 3599 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33301 members 
Mstep: Class 52 contains 8024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182152.000000 Penalty: 179445.484375
Iteration 210Q: 53 clusters Score -1.151822e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157216 members 
Mstep: Class 2 contains 2930 members 
Mstep: Class 3 contains 12283 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24135 members 
Mstep: Class 6 contains 72523 members 
Mstep: Class 7 contains 11356 members 
Mstep: Class 8 contains 1645 members 
Mstep: Class 9 contains 182180 members 
Mstep: Class 10 contains 12695 members 
Mstep: Class 11 contains 57860 members 
Mstep: Class 12 contains 2665 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 47343 members 
Mstep: Class 15 contains 12293 members 
Mstep: Class 16 contains 7526 members 
Mstep: Class 17 contains 25375 members 
Mstep: Class 18 contains 103298 members 
Mstep: Class 19 contains 3022 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 39640 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 8898 members 
Mstep: Class 25 contains 4275 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2206 members 
Mstep: Class 28 contains 14400 members 
Mstep: Class 29 contains 23025 members 
Mstep: Class 30 contains 3085 members 
Mstep: Class 31 contains 13390 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67407 members 
Mstep: Class 34 contains 26215 members 
Mstep: Class 35 contains 15225 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18753 members 
Mstep: Class 38 contains 1791 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13603 members 
Mstep: Class 44 contains 3552 members 
Mstep: Class 45 contains 5725 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18786 members 
Mstep: Class 48 contains 3598 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33299 members 
Mstep: Class 52 contains 8020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182232.000000 Penalty: 179445.484375
Iteration 211Q: 53 clusters Score -1.151822e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157206 members 
Mstep: Class 2 contains 2933 members 
Mstep: Class 3 contains 12272 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24173 members 
Mstep: Class 6 contains 72526 members 
Mstep: Class 7 contains 11364 members 
Mstep: Class 8 contains 1646 members 
Mstep: Class 9 contains 182194 members 
Mstep: Class 10 contains 12692 members 
Mstep: Class 11 contains 57898 members 
Mstep: Class 12 contains 2665 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 47228 members 
Mstep: Class 15 contains 12293 members 
Mstep: Class 16 contains 7527 members 
Mstep: Class 17 contains 25373 members 
Mstep: Class 18 contains 103306 members 
Mstep: Class 19 contains 3023 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 39644 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8897 members 
Mstep: Class 25 contains 4276 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2206 members 
Mstep: Class 28 contains 14396 members 
Mstep: Class 29 contains 23033 members 
Mstep: Class 30 contains 3085 members 
Mstep: Class 31 contains 13388 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67408 members 
Mstep: Class 34 contains 26215 members 
Mstep: Class 35 contains 15221 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18762 members 
Mstep: Class 38 contains 1791 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13606 members 
Mstep: Class 44 contains 3554 members 
Mstep: Class 45 contains 5728 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18789 members 
Mstep: Class 48 contains 3598 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33306 members 
Mstep: Class 52 contains 8015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182176.000000 Penalty: 179445.484375
Iteration 212Q: 53 clusters Score -1.151822e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 157188 members 
Mstep: Class 2 contains 2935 members 
Mstep: Class 3 contains 12256 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24208 members 
Mstep: Class 6 contains 72525 members 
Mstep: Class 7 contains 11376 members 
Mstep: Class 8 contains 1648 members 
Mstep: Class 9 contains 182192 members 
Mstep: Class 10 contains 12691 members 
Mstep: Class 11 contains 57947 members 
Mstep: Class 12 contains 2665 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 47139 members 
Mstep: Class 15 contains 12294 members 
Mstep: Class 16 contains 7527 members 
Mstep: Class 17 contains 25371 members 
Mstep: Class 18 contains 103318 members 
Mstep: Class 19 contains 3025 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 39642 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8899 members 
Mstep: Class 25 contains 4276 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2206 members 
Mstep: Class 28 contains 14398 members 
Mstep: Class 29 contains 23036 members 
Mstep: Class 30 contains 3085 members 
Mstep: Class 31 contains 13383 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67411 members 
Mstep: Class 34 contains 26213 members 
Mstep: Class 35 contains 15210 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18776 members 
Mstep: Class 38 contains 1791 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13617 members 
Mstep: Class 44 contains 3554 members 
Mstep: Class 45 contains 5731 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18791 members 
Mstep: Class 48 contains 3598 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33308 members 
Mstep: Class 52 contains 8007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182056.000000 Penalty: 179445.484375
Iteration 213Q: 53 clusters Score -1.151821e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 157165 members 
Mstep: Class 2 contains 2936 members 
Mstep: Class 3 contains 12240 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24243 members 
Mstep: Class 6 contains 72526 members 
Mstep: Class 7 contains 11385 members 
Mstep: Class 8 contains 1650 members 
Mstep: Class 9 contains 182189 members 
Mstep: Class 10 contains 12691 members 
Mstep: Class 11 contains 57991 members 
Mstep: Class 12 contains 2665 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 47053 members 
Mstep: Class 15 contains 12293 members 
Mstep: Class 16 contains 7527 members 
Mstep: Class 17 contains 25370 members 
Mstep: Class 18 contains 103323 members 
Mstep: Class 19 contains 3024 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 39648 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8899 members 
Mstep: Class 25 contains 4278 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2206 members 
Mstep: Class 28 contains 14396 members 
Mstep: Class 29 contains 23036 members 
Mstep: Class 30 contains 3085 members 
Mstep: Class 31 contains 13384 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67424 members 
Mstep: Class 34 contains 26214 members 
Mstep: Class 35 contains 15211 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18787 members 
Mstep: Class 38 contains 1791 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13626 members 
Mstep: Class 44 contains 3553 members 
Mstep: Class 45 contains 5733 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18788 members 
Mstep: Class 48 contains 3598 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33311 members 
Mstep: Class 52 contains 7997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182120.000000 Penalty: 179445.484375
Iteration 214Q: 53 clusters Score -1.151821e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 157162 members 
Mstep: Class 2 contains 2937 members 
Mstep: Class 3 contains 12230 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24264 members 
Mstep: Class 6 contains 72527 members 
Mstep: Class 7 contains 11391 members 
Mstep: Class 8 contains 1652 members 
Mstep: Class 9 contains 182198 members 
Mstep: Class 10 contains 12690 members 
Mstep: Class 11 contains 58014 members 
Mstep: Class 12 contains 2665 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 46973 members 
Mstep: Class 15 contains 12295 members 
Mstep: Class 16 contains 7527 members 
Mstep: Class 17 contains 25367 members 
Mstep: Class 18 contains 103333 members 
Mstep: Class 19 contains 3033 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 39640 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8903 members 
Mstep: Class 25 contains 4277 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2206 members 
Mstep: Class 28 contains 14397 members 
Mstep: Class 29 contains 23025 members 
Mstep: Class 30 contains 3085 members 
Mstep: Class 31 contains 13383 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67432 members 
Mstep: Class 34 contains 26216 members 
Mstep: Class 35 contains 15216 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18788 members 
Mstep: Class 38 contains 1791 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13634 members 
Mstep: Class 44 contains 3554 members 
Mstep: Class 45 contains 5737 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18793 members 
Mstep: Class 48 contains 3598 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33315 members 
Mstep: Class 52 contains 7987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182112.000000 Penalty: 179445.484375
Iteration 215Q: 53 clusters Score -1.151821e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 157161 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 12223 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24278 members 
Mstep: Class 6 contains 72528 members 
Mstep: Class 7 contains 11399 members 
Mstep: Class 8 contains 1654 members 
Mstep: Class 9 contains 182209 members 
Mstep: Class 10 contains 12688 members 
Mstep: Class 11 contains 58038 members 
Mstep: Class 12 contains 2665 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 46892 members 
Mstep: Class 15 contains 12295 members 
Mstep: Class 16 contains 7527 members 
Mstep: Class 17 contains 25367 members 
Mstep: Class 18 contains 103340 members 
Mstep: Class 19 contains 3035 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 39635 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8904 members 
Mstep: Class 25 contains 4277 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2206 members 
Mstep: Class 28 contains 14394 members 
Mstep: Class 29 contains 23023 members 
Mstep: Class 30 contains 3084 members 
Mstep: Class 31 contains 13385 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67445 members 
Mstep: Class 34 contains 26218 members 
Mstep: Class 35 contains 15214 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18798 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13641 members 
Mstep: Class 44 contains 3555 members 
Mstep: Class 45 contains 5743 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18791 members 
Mstep: Class 48 contains 3599 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33318 members 
Mstep: Class 52 contains 7974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182064.000000 Penalty: 179445.484375
Iteration 216Q: 53 clusters Score -1.151821e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 157150 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 12205 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24313 members 
Mstep: Class 6 contains 72531 members 
Mstep: Class 7 contains 11412 members 
Mstep: Class 8 contains 1656 members 
Mstep: Class 9 contains 182212 members 
Mstep: Class 10 contains 12689 members 
Mstep: Class 11 contains 58073 members 
Mstep: Class 12 contains 2665 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 46815 members 
Mstep: Class 15 contains 12295 members 
Mstep: Class 16 contains 7527 members 
Mstep: Class 17 contains 25369 members 
Mstep: Class 18 contains 103346 members 
Mstep: Class 19 contains 3036 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 39621 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8904 members 
Mstep: Class 25 contains 4278 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2206 members 
Mstep: Class 28 contains 14391 members 
Mstep: Class 29 contains 23014 members 
Mstep: Class 30 contains 3084 members 
Mstep: Class 31 contains 13387 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67456 members 
Mstep: Class 34 contains 26219 members 
Mstep: Class 35 contains 15218 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18807 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13651 members 
Mstep: Class 44 contains 3555 members 
Mstep: Class 45 contains 5745 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18785 members 
Mstep: Class 48 contains 3599 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33322 members 
Mstep: Class 52 contains 7967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181840.000000 Penalty: 179445.484375
Iteration 217Q: 53 clusters Score -1.151818e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 157153 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 12186 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24347 members 
Mstep: Class 6 contains 72533 members 
Mstep: Class 7 contains 11432 members 
Mstep: Class 8 contains 1657 members 
Mstep: Class 9 contains 182215 members 
Mstep: Class 10 contains 12689 members 
Mstep: Class 11 contains 58102 members 
Mstep: Class 12 contains 2664 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 46716 members 
Mstep: Class 15 contains 12294 members 
Mstep: Class 16 contains 7527 members 
Mstep: Class 17 contains 25369 members 
Mstep: Class 18 contains 103356 members 
Mstep: Class 19 contains 3037 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 39613 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8903 members 
Mstep: Class 25 contains 4280 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2206 members 
Mstep: Class 28 contains 14389 members 
Mstep: Class 29 contains 23007 members 
Mstep: Class 30 contains 3083 members 
Mstep: Class 31 contains 13388 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67473 members 
Mstep: Class 34 contains 26218 members 
Mstep: Class 35 contains 15215 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18810 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13666 members 
Mstep: Class 44 contains 3555 members 
Mstep: Class 45 contains 5751 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18784 members 
Mstep: Class 48 contains 3599 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33328 members 
Mstep: Class 52 contains 7958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181880.000000 Penalty: 179445.484375
Iteration 218Q: 53 clusters Score -1.151819e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 157154 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 12169 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24371 members 
Mstep: Class 6 contains 72535 members 
Mstep: Class 7 contains 11448 members 
Mstep: Class 8 contains 1659 members 
Mstep: Class 9 contains 182213 members 
Mstep: Class 10 contains 12688 members 
Mstep: Class 11 contains 58138 members 
Mstep: Class 12 contains 2664 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 46618 members 
Mstep: Class 15 contains 12295 members 
Mstep: Class 16 contains 7527 members 
Mstep: Class 17 contains 25368 members 
Mstep: Class 18 contains 103366 members 
Mstep: Class 19 contains 3040 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 39606 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8901 members 
Mstep: Class 25 contains 4281 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2207 members 
Mstep: Class 28 contains 14384 members 
Mstep: Class 29 contains 23008 members 
Mstep: Class 30 contains 3084 members 
Mstep: Class 31 contains 13390 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67481 members 
Mstep: Class 34 contains 26219 members 
Mstep: Class 35 contains 15208 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18815 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13691 members 
Mstep: Class 44 contains 3555 members 
Mstep: Class 45 contains 5755 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18785 members 
Mstep: Class 48 contains 3600 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33331 members 
Mstep: Class 52 contains 7950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181968.000000 Penalty: 179445.484375
Iteration 219Q: 53 clusters Score -1.15182e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 157145 members 
Mstep: Class 2 contains 2941 members 
Mstep: Class 3 contains 12146 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24392 members 
Mstep: Class 6 contains 72533 members 
Mstep: Class 7 contains 11466 members 
Mstep: Class 8 contains 1660 members 
Mstep: Class 9 contains 182208 members 
Mstep: Class 10 contains 12689 members 
Mstep: Class 11 contains 58178 members 
Mstep: Class 12 contains 2664 members 
Mstep: Class 13 contains 5792 members 
Mstep: Class 14 contains 46536 members 
Mstep: Class 15 contains 12294 members 
Mstep: Class 16 contains 7527 members 
Mstep: Class 17 contains 25368 members 
Mstep: Class 18 contains 103381 members 
Mstep: Class 19 contains 3040 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 39591 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8901 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2208 members 
Mstep: Class 28 contains 14378 members 
Mstep: Class 29 contains 23011 members 
Mstep: Class 30 contains 3082 members 
Mstep: Class 31 contains 13393 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67490 members 
Mstep: Class 34 contains 26222 members 
Mstep: Class 35 contains 15204 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18821 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13711 members 
Mstep: Class 44 contains 3555 members 
Mstep: Class 45 contains 5759 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18789 members 
Mstep: Class 48 contains 3600 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33336 members 
Mstep: Class 52 contains 7943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181928.000000 Penalty: 179445.484375
Iteration 220F: 53 clusters Score -1.151819e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 157147 members 
Mstep: Class 2 contains 2942 members 
Mstep: Class 3 contains 12128 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24409 members 
Mstep: Class 6 contains 72534 members 
Mstep: Class 7 contains 11480 members 
Mstep: Class 8 contains 1661 members 
Mstep: Class 9 contains 182210 members 
Mstep: Class 10 contains 12693 members 
Mstep: Class 11 contains 58226 members 
Mstep: Class 12 contains 2664 members 
Mstep: Class 13 contains 5792 members 
Mstep: Class 14 contains 46445 members 
Mstep: Class 15 contains 12295 members 
Mstep: Class 16 contains 7528 members 
Mstep: Class 17 contains 25359 members 
Mstep: Class 18 contains 103397 members 
Mstep: Class 19 contains 3044 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 39592 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8902 members 
Mstep: Class 25 contains 4284 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2209 members 
Mstep: Class 28 contains 14377 members 
Mstep: Class 29 contains 23004 members 
Mstep: Class 30 contains 3081 members 
Mstep: Class 31 contains 13392 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67487 members 
Mstep: Class 34 contains 26227 members 
Mstep: Class 35 contains 15196 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18825 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13727 members 
Mstep: Class 44 contains 3556 members 
Mstep: Class 45 contains 5760 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18789 members 
Mstep: Class 48 contains 3600 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33336 members 
Mstep: Class 52 contains 7938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181896.000000 Penalty: 179445.484375
Iteration 221Q: 53 clusters Score -1.151819e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 157152 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 12114 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24419 members 
Mstep: Class 6 contains 72535 members 
Mstep: Class 7 contains 11495 members 
Mstep: Class 8 contains 1662 members 
Mstep: Class 9 contains 182211 members 
Mstep: Class 10 contains 12695 members 
Mstep: Class 11 contains 58264 members 
Mstep: Class 12 contains 2664 members 
Mstep: Class 13 contains 5792 members 
Mstep: Class 14 contains 46384 members 
Mstep: Class 15 contains 12296 members 
Mstep: Class 16 contains 7529 members 
Mstep: Class 17 contains 25351 members 
Mstep: Class 18 contains 103405 members 
Mstep: Class 19 contains 3045 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 39590 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8904 members 
Mstep: Class 25 contains 4284 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2210 members 
Mstep: Class 28 contains 14373 members 
Mstep: Class 29 contains 22991 members 
Mstep: Class 30 contains 3079 members 
Mstep: Class 31 contains 13391 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67489 members 
Mstep: Class 34 contains 26229 members 
Mstep: Class 35 contains 15186 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18831 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13749 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5763 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18789 members 
Mstep: Class 48 contains 3600 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33336 members 
Mstep: Class 52 contains 7929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182016.000000 Penalty: 179445.484375
Iteration 222Q: 53 clusters Score -1.15182e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 157148 members 
Mstep: Class 2 contains 2944 members 
Mstep: Class 3 contains 12100 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24425 members 
Mstep: Class 6 contains 72534 members 
Mstep: Class 7 contains 11509 members 
Mstep: Class 8 contains 1662 members 
Mstep: Class 9 contains 182217 members 
Mstep: Class 10 contains 12694 members 
Mstep: Class 11 contains 58291 members 
Mstep: Class 12 contains 2664 members 
Mstep: Class 13 contains 5792 members 
Mstep: Class 14 contains 46318 members 
Mstep: Class 15 contains 12296 members 
Mstep: Class 16 contains 7529 members 
Mstep: Class 17 contains 25354 members 
Mstep: Class 18 contains 103413 members 
Mstep: Class 19 contains 3045 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 39589 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8904 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 14372 members 
Mstep: Class 29 contains 22983 members 
Mstep: Class 30 contains 3077 members 
Mstep: Class 31 contains 13391 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67496 members 
Mstep: Class 34 contains 26231 members 
Mstep: Class 35 contains 15187 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18836 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13772 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5764 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18789 members 
Mstep: Class 48 contains 3600 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33334 members 
Mstep: Class 52 contains 7922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181888.000000 Penalty: 179445.484375
Iteration 223Q: 53 clusters Score -1.151819e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 157139 members 
Mstep: Class 2 contains 2947 members 
Mstep: Class 3 contains 12092 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24435 members 
Mstep: Class 6 contains 72531 members 
Mstep: Class 7 contains 11514 members 
Mstep: Class 8 contains 1662 members 
Mstep: Class 9 contains 182207 members 
Mstep: Class 10 contains 12695 members 
Mstep: Class 11 contains 58335 members 
Mstep: Class 12 contains 2664 members 
Mstep: Class 13 contains 5792 members 
Mstep: Class 14 contains 46267 members 
Mstep: Class 15 contains 12296 members 
Mstep: Class 16 contains 7528 members 
Mstep: Class 17 contains 25353 members 
Mstep: Class 18 contains 103424 members 
Mstep: Class 19 contains 3044 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 39580 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8906 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 14370 members 
Mstep: Class 29 contains 22983 members 
Mstep: Class 30 contains 3077 members 
Mstep: Class 31 contains 13383 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67501 members 
Mstep: Class 34 contains 26234 members 
Mstep: Class 35 contains 15190 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18838 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13789 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5768 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18789 members 
Mstep: Class 48 contains 3600 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33334 members 
Mstep: Class 52 contains 7914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181872.000000 Penalty: 179445.484375
Iteration 224Q: 53 clusters Score -1.151819e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 157125 members 
Mstep: Class 2 contains 2950 members 
Mstep: Class 3 contains 12083 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24443 members 
Mstep: Class 6 contains 72534 members 
Mstep: Class 7 contains 11513 members 
Mstep: Class 8 contains 1662 members 
Mstep: Class 9 contains 182214 members 
Mstep: Class 10 contains 12694 members 
Mstep: Class 11 contains 58370 members 
Mstep: Class 12 contains 2664 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 46222 members 
Mstep: Class 15 contains 12296 members 
Mstep: Class 16 contains 7528 members 
Mstep: Class 17 contains 25352 members 
Mstep: Class 18 contains 103425 members 
Mstep: Class 19 contains 3045 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 39581 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8906 members 
Mstep: Class 25 contains 4287 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 14368 members 
Mstep: Class 29 contains 22985 members 
Mstep: Class 30 contains 3077 members 
Mstep: Class 31 contains 13381 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67509 members 
Mstep: Class 34 contains 26238 members 
Mstep: Class 35 contains 15181 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18847 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13801 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5771 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18788 members 
Mstep: Class 48 contains 3600 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33330 members 
Mstep: Class 52 contains 7904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181896.000000 Penalty: 179445.484375
Iteration 225Q: 53 clusters Score -1.151819e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 157116 members 
Mstep: Class 2 contains 2951 members 
Mstep: Class 3 contains 12084 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24450 members 
Mstep: Class 6 contains 72533 members 
Mstep: Class 7 contains 11522 members 
Mstep: Class 8 contains 1664 members 
Mstep: Class 9 contains 182212 members 
Mstep: Class 10 contains 12696 members 
Mstep: Class 11 contains 58405 members 
Mstep: Class 12 contains 2663 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 46177 members 
Mstep: Class 15 contains 12296 members 
Mstep: Class 16 contains 7528 members 
Mstep: Class 17 contains 25350 members 
Mstep: Class 18 contains 103425 members 
Mstep: Class 19 contains 3046 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 39575 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8908 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 14366 members 
Mstep: Class 29 contains 22986 members 
Mstep: Class 30 contains 3077 members 
Mstep: Class 31 contains 13377 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67519 members 
Mstep: Class 34 contains 26236 members 
Mstep: Class 35 contains 15179 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18851 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13811 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5770 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18786 members 
Mstep: Class 48 contains 3602 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33330 members 
Mstep: Class 52 contains 7897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182048.000000 Penalty: 179445.484375
Iteration 226Q: 53 clusters Score -1.15182e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 157115 members 
Mstep: Class 2 contains 2950 members 
Mstep: Class 3 contains 12082 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24455 members 
Mstep: Class 6 contains 72533 members 
Mstep: Class 7 contains 11531 members 
Mstep: Class 8 contains 1666 members 
Mstep: Class 9 contains 182210 members 
Mstep: Class 10 contains 12697 members 
Mstep: Class 11 contains 58452 members 
Mstep: Class 12 contains 2662 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 46125 members 
Mstep: Class 15 contains 12296 members 
Mstep: Class 16 contains 7528 members 
Mstep: Class 17 contains 25344 members 
Mstep: Class 18 contains 103424 members 
Mstep: Class 19 contains 3045 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 39572 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8909 members 
Mstep: Class 25 contains 4287 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 14359 members 
Mstep: Class 29 contains 22986 members 
Mstep: Class 30 contains 3077 members 
Mstep: Class 31 contains 13377 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67521 members 
Mstep: Class 34 contains 26234 members 
Mstep: Class 35 contains 15185 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18855 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13819 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5770 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18781 members 
Mstep: Class 48 contains 3603 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33333 members 
Mstep: Class 52 contains 7891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181760.000000 Penalty: 179445.484375
Iteration 227Q: 53 clusters Score -1.151818e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 157108 members 
Mstep: Class 2 contains 2949 members 
Mstep: Class 3 contains 12072 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24459 members 
Mstep: Class 6 contains 72535 members 
Mstep: Class 7 contains 11535 members 
Mstep: Class 8 contains 1670 members 
Mstep: Class 9 contains 182214 members 
Mstep: Class 10 contains 12698 members 
Mstep: Class 11 contains 58481 members 
Mstep: Class 12 contains 2660 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 46069 members 
Mstep: Class 15 contains 12296 members 
Mstep: Class 16 contains 7528 members 
Mstep: Class 17 contains 25344 members 
Mstep: Class 18 contains 103441 members 
Mstep: Class 19 contains 3045 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 39557 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8909 members 
Mstep: Class 25 contains 4290 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 14358 members 
Mstep: Class 29 contains 22996 members 
Mstep: Class 30 contains 3076 members 
Mstep: Class 31 contains 13379 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67526 members 
Mstep: Class 34 contains 26234 members 
Mstep: Class 35 contains 15185 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18860 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13826 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5771 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18781 members 
Mstep: Class 48 contains 3605 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33336 members 
Mstep: Class 52 contains 7881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181736.000000 Penalty: 179445.484375
Iteration 228Q: 53 clusters Score -1.151817e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 157096 members 
Mstep: Class 2 contains 2950 members 
Mstep: Class 3 contains 12065 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24458 members 
Mstep: Class 6 contains 72536 members 
Mstep: Class 7 contains 11546 members 
Mstep: Class 8 contains 1671 members 
Mstep: Class 9 contains 182211 members 
Mstep: Class 10 contains 12696 members 
Mstep: Class 11 contains 58511 members 
Mstep: Class 12 contains 2659 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 46020 members 
Mstep: Class 15 contains 12296 members 
Mstep: Class 16 contains 7528 members 
Mstep: Class 17 contains 25342 members 
Mstep: Class 18 contains 103450 members 
Mstep: Class 19 contains 3046 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 39543 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8911 members 
Mstep: Class 25 contains 4290 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 14357 members 
Mstep: Class 29 contains 23009 members 
Mstep: Class 30 contains 3073 members 
Mstep: Class 31 contains 13381 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67538 members 
Mstep: Class 34 contains 26233 members 
Mstep: Class 35 contains 15186 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18863 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13840 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5770 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18782 members 
Mstep: Class 48 contains 3605 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33337 members 
Mstep: Class 52 contains 7875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181704.000000 Penalty: 179445.484375
Iteration 229Q: 53 clusters Score -1.151817e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 157090 members 
Mstep: Class 2 contains 2950 members 
Mstep: Class 3 contains 12052 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24473 members 
Mstep: Class 6 contains 72536 members 
Mstep: Class 7 contains 11561 members 
Mstep: Class 8 contains 1672 members 
Mstep: Class 9 contains 182215 members 
Mstep: Class 10 contains 12697 members 
Mstep: Class 11 contains 58536 members 
Mstep: Class 12 contains 2659 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 45960 members 
Mstep: Class 15 contains 12295 members 
Mstep: Class 16 contains 7529 members 
Mstep: Class 17 contains 25340 members 
Mstep: Class 18 contains 103457 members 
Mstep: Class 19 contains 3047 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 39522 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8910 members 
Mstep: Class 25 contains 4290 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2213 members 
Mstep: Class 28 contains 14357 members 
Mstep: Class 29 contains 23010 members 
Mstep: Class 30 contains 3072 members 
Mstep: Class 31 contains 13384 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67556 members 
Mstep: Class 34 contains 26233 members 
Mstep: Class 35 contains 15182 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18867 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13856 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18782 members 
Mstep: Class 48 contains 3605 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33340 members 
Mstep: Class 52 contains 7866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181600.000000 Penalty: 179445.484375
Iteration 230Q: 53 clusters Score -1.151816e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 157076 members 
Mstep: Class 2 contains 2950 members 
Mstep: Class 3 contains 12043 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24482 members 
Mstep: Class 6 contains 72538 members 
Mstep: Class 7 contains 11573 members 
Mstep: Class 8 contains 1672 members 
Mstep: Class 9 contains 182224 members 
Mstep: Class 10 contains 12694 members 
Mstep: Class 11 contains 58564 members 
Mstep: Class 12 contains 2659 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 45908 members 
Mstep: Class 15 contains 12294 members 
Mstep: Class 16 contains 7529 members 
Mstep: Class 17 contains 25338 members 
Mstep: Class 18 contains 103462 members 
Mstep: Class 19 contains 3047 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 39512 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8913 members 
Mstep: Class 25 contains 4290 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2213 members 
Mstep: Class 28 contains 14359 members 
Mstep: Class 29 contains 23005 members 
Mstep: Class 30 contains 3073 members 
Mstep: Class 31 contains 13383 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67570 members 
Mstep: Class 34 contains 26235 members 
Mstep: Class 35 contains 15177 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18874 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13872 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5771 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18781 members 
Mstep: Class 48 contains 3605 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33342 members 
Mstep: Class 52 contains 7858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181616.000000 Penalty: 179445.484375
Iteration 231Q: 53 clusters Score -1.151816e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 157066 members 
Mstep: Class 2 contains 2950 members 
Mstep: Class 3 contains 12033 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24482 members 
Mstep: Class 6 contains 72539 members 
Mstep: Class 7 contains 11582 members 
Mstep: Class 8 contains 1672 members 
Mstep: Class 9 contains 182241 members 
Mstep: Class 10 contains 12692 members 
Mstep: Class 11 contains 58595 members 
Mstep: Class 12 contains 2659 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 45858 members 
Mstep: Class 15 contains 12295 members 
Mstep: Class 16 contains 7529 members 
Mstep: Class 17 contains 25334 members 
Mstep: Class 18 contains 103469 members 
Mstep: Class 19 contains 3047 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 39504 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8918 members 
Mstep: Class 25 contains 4290 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2213 members 
Mstep: Class 28 contains 14360 members 
Mstep: Class 29 contains 23001 members 
Mstep: Class 30 contains 3074 members 
Mstep: Class 31 contains 13379 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67579 members 
Mstep: Class 34 contains 26233 members 
Mstep: Class 35 contains 15179 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18877 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13882 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18779 members 
Mstep: Class 48 contains 3605 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33344 members 
Mstep: Class 52 contains 7854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181712.000000 Penalty: 179445.484375
Iteration 232Q: 53 clusters Score -1.151817e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 157060 members 
Mstep: Class 2 contains 2950 members 
Mstep: Class 3 contains 12024 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24493 members 
Mstep: Class 6 contains 72540 members 
Mstep: Class 7 contains 11599 members 
Mstep: Class 8 contains 1672 members 
Mstep: Class 9 contains 182241 members 
Mstep: Class 10 contains 12690 members 
Mstep: Class 11 contains 58623 members 
Mstep: Class 12 contains 2659 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 45815 members 
Mstep: Class 15 contains 12293 members 
Mstep: Class 16 contains 7529 members 
Mstep: Class 17 contains 25330 members 
Mstep: Class 18 contains 103477 members 
Mstep: Class 19 contains 3048 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 39491 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8922 members 
Mstep: Class 25 contains 4289 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2213 members 
Mstep: Class 28 contains 14360 members 
Mstep: Class 29 contains 23001 members 
Mstep: Class 30 contains 3074 members 
Mstep: Class 31 contains 13370 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67592 members 
Mstep: Class 34 contains 26231 members 
Mstep: Class 35 contains 15178 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18878 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13890 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5770 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18780 members 
Mstep: Class 48 contains 3605 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33345 members 
Mstep: Class 52 contains 7854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181552.000000 Penalty: 179445.484375
Iteration 233Q: 53 clusters Score -1.151816e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 157045 members 
Mstep: Class 2 contains 2950 members 
Mstep: Class 3 contains 12018 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24498 members 
Mstep: Class 6 contains 72541 members 
Mstep: Class 7 contains 11614 members 
Mstep: Class 8 contains 1672 members 
Mstep: Class 9 contains 182245 members 
Mstep: Class 10 contains 12687 members 
Mstep: Class 11 contains 58668 members 
Mstep: Class 12 contains 2659 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 45757 members 
Mstep: Class 15 contains 12292 members 
Mstep: Class 16 contains 7530 members 
Mstep: Class 17 contains 25326 members 
Mstep: Class 18 contains 103482 members 
Mstep: Class 19 contains 3048 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 39491 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8925 members 
Mstep: Class 25 contains 4288 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2213 members 
Mstep: Class 28 contains 14357 members 
Mstep: Class 29 contains 22999 members 
Mstep: Class 30 contains 3073 members 
Mstep: Class 31 contains 13366 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67601 members 
Mstep: Class 34 contains 26233 members 
Mstep: Class 35 contains 15173 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18881 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13897 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5770 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18781 members 
Mstep: Class 48 contains 3607 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33345 members 
Mstep: Class 52 contains 7854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181440.000000 Penalty: 179445.484375
Iteration 234Q: 53 clusters Score -1.151814e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 157035 members 
Mstep: Class 2 contains 2950 members 
Mstep: Class 3 contains 12013 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24509 members 
Mstep: Class 6 contains 72542 members 
Mstep: Class 7 contains 11621 members 
Mstep: Class 8 contains 1672 members 
Mstep: Class 9 contains 182255 members 
Mstep: Class 10 contains 12687 members 
Mstep: Class 11 contains 58715 members 
Mstep: Class 12 contains 2659 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 45696 members 
Mstep: Class 15 contains 12292 members 
Mstep: Class 16 contains 7531 members 
Mstep: Class 17 contains 25323 members 
Mstep: Class 18 contains 103493 members 
Mstep: Class 19 contains 3047 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 39486 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8928 members 
Mstep: Class 25 contains 4289 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2213 members 
Mstep: Class 28 contains 14354 members 
Mstep: Class 29 contains 22976 members 
Mstep: Class 30 contains 3073 members 
Mstep: Class 31 contains 13356 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67612 members 
Mstep: Class 34 contains 26232 members 
Mstep: Class 35 contains 15173 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18886 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13899 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5770 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18788 members 
Mstep: Class 48 contains 3611 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33347 members 
Mstep: Class 52 contains 7853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181264.000000 Penalty: 179445.484375
Iteration 235Q: 53 clusters Score -1.151813e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 157037 members 
Mstep: Class 2 contains 2949 members 
Mstep: Class 3 contains 12008 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24526 members 
Mstep: Class 6 contains 72541 members 
Mstep: Class 7 contains 11626 members 
Mstep: Class 8 contains 1672 members 
Mstep: Class 9 contains 182261 members 
Mstep: Class 10 contains 12687 members 
Mstep: Class 11 contains 58758 members 
Mstep: Class 12 contains 2659 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 45629 members 
Mstep: Class 15 contains 12293 members 
Mstep: Class 16 contains 7531 members 
Mstep: Class 17 contains 25320 members 
Mstep: Class 18 contains 103503 members 
Mstep: Class 19 contains 3046 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 39474 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8929 members 
Mstep: Class 25 contains 4289 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2213 members 
Mstep: Class 28 contains 14353 members 
Mstep: Class 29 contains 22965 members 
Mstep: Class 30 contains 3073 members 
Mstep: Class 31 contains 13355 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67616 members 
Mstep: Class 34 contains 26231 members 
Mstep: Class 35 contains 15175 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18887 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13909 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5770 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18795 members 
Mstep: Class 48 contains 3611 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33345 members 
Mstep: Class 52 contains 7852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181496.000000 Penalty: 179445.484375
Iteration 236Q: 53 clusters Score -1.151815e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 157044 members 
Mstep: Class 2 contains 2948 members 
Mstep: Class 3 contains 12003 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24539 members 
Mstep: Class 6 contains 72541 members 
Mstep: Class 7 contains 11633 members 
Mstep: Class 8 contains 1672 members 
Mstep: Class 9 contains 182260 members 
Mstep: Class 10 contains 12686 members 
Mstep: Class 11 contains 58797 members 
Mstep: Class 12 contains 2659 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 45560 members 
Mstep: Class 15 contains 12293 members 
Mstep: Class 16 contains 7531 members 
Mstep: Class 17 contains 25318 members 
Mstep: Class 18 contains 103507 members 
Mstep: Class 19 contains 3045 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 39465 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8930 members 
Mstep: Class 25 contains 4289 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2213 members 
Mstep: Class 28 contains 14350 members 
Mstep: Class 29 contains 22956 members 
Mstep: Class 30 contains 3073 members 
Mstep: Class 31 contains 13352 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67634 members 
Mstep: Class 34 contains 26229 members 
Mstep: Class 35 contains 15177 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18895 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13915 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5770 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18799 members 
Mstep: Class 48 contains 3612 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33344 members 
Mstep: Class 52 contains 7849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181432.000000 Penalty: 179445.484375
Iteration 237Q: 53 clusters Score -1.151814e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 157045 members 
Mstep: Class 2 contains 2948 members 
Mstep: Class 3 contains 11999 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24560 members 
Mstep: Class 6 contains 72542 members 
Mstep: Class 7 contains 11647 members 
Mstep: Class 8 contains 1672 members 
Mstep: Class 9 contains 182273 members 
Mstep: Class 10 contains 12688 members 
Mstep: Class 11 contains 58824 members 
Mstep: Class 12 contains 2658 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 45490 members 
Mstep: Class 15 contains 12289 members 
Mstep: Class 16 contains 7531 members 
Mstep: Class 17 contains 25312 members 
Mstep: Class 18 contains 103511 members 
Mstep: Class 19 contains 3045 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 39457 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8928 members 
Mstep: Class 25 contains 4289 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2213 members 
Mstep: Class 28 contains 14348 members 
Mstep: Class 29 contains 22946 members 
Mstep: Class 30 contains 3073 members 
Mstep: Class 31 contains 13345 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67652 members 
Mstep: Class 34 contains 26227 members 
Mstep: Class 35 contains 15180 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18898 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13925 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5770 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18804 members 
Mstep: Class 48 contains 3611 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33342 members 
Mstep: Class 52 contains 7845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181576.000000 Penalty: 179445.484375
Iteration 238Q: 53 clusters Score -1.151816e+08 nChanged 257
Entering ConstructFrom: 
Score: -115181576.000000 Penalty: 179445.484375
Entering ConstructFrom: 
Trying to split cluster 1 (157033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157033 members 
Entering Unmasked Estep 
Score: -17270018.000000 Penalty: 2967.124512
	Iteration 0F: 2 clusters Score -1.727002e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78118 members 
Mstep: Class 2 contains 78915 members 
Entering Unmasked Estep 
Score: -17165100.000000 Penalty: 5934.249023
	Iteration 0F: 3 clusters Score -1.71651e+07 nChanged 75087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73505 members 
Mstep: Class 2 contains 83528 members 
Entering Unmasked Estep 
Score: -17208922.000000 Penalty: 5934.249023
	Iteration 1F: 3 clusters Score -1.720892e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70407 members 
Mstep: Class 2 contains 86626 members 
Entering Unmasked Estep 
Score: -17210524.000000 Penalty: 5934.249023
	Iteration 2Q: 3 clusters Score -1.721052e+07 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65803 members 
Mstep: Class 2 contains 91230 members 
Entering Unmasked Estep 
Score: -17212946.000000 Penalty: 5934.249023
	Iteration 3Q: 3 clusters Score -1.721295e+07 nChanged 7790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58925 members 
Mstep: Class 2 contains 98108 members 
Entering Unmasked Estep 
Score: -17216882.000000 Penalty: 5934.249023
	Iteration 4Q: 3 clusters Score -1.721688e+07 nChanged 10076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49259 members 
Mstep: Class 2 contains 107774 members 
Entering Unmasked Estep 
Score: -17223498.000000 Penalty: 5934.249023
	Iteration 5F: 3 clusters Score -1.72235e+07 nChanged 12381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 120023 members 
Entering Unmasked Estep 
Score: -17233162.000000 Penalty: 5934.249023
	Iteration 6F: 3 clusters Score -1.723316e+07 nChanged 12996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 132977 members 
Entering Unmasked Estep 
Score: -17245050.000000 Penalty: 5934.249023
	Iteration 7F: 3 clusters Score -1.724505e+07 nChanged 10949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 143922 members 
Entering Unmasked Estep 
Score: -17255478.000000 Penalty: 5934.249023
	Iteration 8F: 3 clusters Score -1.725548e+07 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 150899 members 
Entering Unmasked Estep 
Score: -17262132.000000 Penalty: 5934.249023
	Iteration 9Q: 3 clusters Score -1.726213e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 154404 members 
Entering Unmasked Estep 
Score: -17265294.000000 Penalty: 5934.249023
	Iteration 10Q: 3 clusters Score -1.726529e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 155836 members 
Entering Unmasked Estep 
Score: -17266488.000000 Penalty: 5934.249023
	Iteration 11Q: 3 clusters Score -1.726649e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 156336 members 
Entering Unmasked Estep 
Score: -17266924.000000 Penalty: 5934.249023
	Iteration 12Q: 3 clusters Score -1.726692e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 156540 members 
Entering Unmasked Estep 
Score: -17267144.000000 Penalty: 5934.249023
	Iteration 13Q: 3 clusters Score -1.726714e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 156627 members 
Entering Unmasked Estep 
Score: -17267280.000000 Penalty: 5934.249023
	Iteration 14Q: 3 clusters Score -1.726728e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 156663 members 
Entering Unmasked Estep 
Score: -17267328.000000 Penalty: 5934.249023
	Iteration 15Q: 3 clusters Score -1.726733e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 156677 members 
Entering Unmasked Estep 
Score: -17267366.000000 Penalty: 5934.249023
	Iteration 16Q: 3 clusters Score -1.726737e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 156692 members 
Entering Unmasked Estep 
Score: -17267382.000000 Penalty: 5934.249023
	Iteration 17Q: 3 clusters Score -1.726738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 156695 members 
Entering Unmasked Estep 
Score: -17267402.000000 Penalty: 5934.249023
	Iteration 18Q: 3 clusters Score -1.72674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 156696 members 
Entering Unmasked Estep 
Score: -17267392.000000 Penalty: 5934.249023
	Iteration 19Q: 3 clusters Score -1.726739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 156696 members 
Entering Unmasked Estep 
Score: -17267400.000000 Penalty: 5934.249023
	Iteration 20F: 3 clusters Score -1.72674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 156697 members 
Entering Unmasked Estep 
Score: -17267404.000000 Penalty: 5934.249023
	Iteration 21Q: 3 clusters Score -1.72674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 156697 members 
Entering Unmasked Estep 
Score: -17267394.000000 Penalty: 5934.249023
	Iteration 22Q: 3 clusters Score -1.726739e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 156697 members 
Entering Unmasked Estep 
Score: -17267394.000000 Penalty: 5934.249023
	Iteration 23F: 3 clusters Score -1.726739e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Entering Unmasked Estep 
Score: -256075.671875 Penalty: 1981.326904
	Iteration 0F: 2 clusters Score -256075.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -252889.031250 Penalty: 3962.653809
	Iteration 0F: 3 clusters Score -252889 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -253646.375000 Penalty: 3962.653809
	Iteration 1F: 3 clusters Score -253646.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -253931.937500 Penalty: 3962.653809
	Iteration 2F: 3 clusters Score -253931.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -254196.843750 Penalty: 3962.653809
	Iteration 3F: 3 clusters Score -254196.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -254406.296875 Penalty: 3962.653809
	Iteration 4F: 3 clusters Score -254406.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -254549.953125 Penalty: 3962.653809
	Iteration 5F: 3 clusters Score -254550 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -254666.125000 Penalty: 3962.653809
	Iteration 6Q: 3 clusters Score -254666.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -254739.140625 Penalty: 3962.653809
	Iteration 7Q: 3 clusters Score -254739.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -254808.171875 Penalty: 3962.653809
	Iteration 8Q: 3 clusters Score -254808.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -254871.609375 Penalty: 3962.653809
	Iteration 9Q: 3 clusters Score -254871.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -254943.828125 Penalty: 3962.653809
	Iteration 10Q: 3 clusters Score -254943.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -254990.031250 Penalty: 3962.653809
	Iteration 11Q: 3 clusters Score -254990 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -255023.625000 Penalty: 3962.653809
	Iteration 12Q: 3 clusters Score -255023.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -255054.625000 Penalty: 3962.653809
	Iteration 13Q: 3 clusters Score -255054.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -255083.421875 Penalty: 3962.653809
	Iteration 14Q: 3 clusters Score -255083.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -255112.781250 Penalty: 3962.653809
	Iteration 15Q: 3 clusters Score -255112.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -255138.640625 Penalty: 3962.653809
	Iteration 16Q: 3 clusters Score -255138.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -255160.828125 Penalty: 3962.653809
	Iteration 17Q: 3 clusters Score -255160.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -255178.765625 Penalty: 3962.653809
	Iteration 18Q: 3 clusters Score -255178.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -255185.890625 Penalty: 3962.653809
	Iteration 19Q: 3 clusters Score -255185.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -255193.328125 Penalty: 3962.653809
	Iteration 20F: 3 clusters Score -255193.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -255203.140625 Penalty: 3962.653809
	Iteration 21Q: 3 clusters Score -255203.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -255206.265625 Penalty: 3962.653809
	Iteration 22Q: 3 clusters Score -255206.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -255209.546875 Penalty: 3962.653809
	Iteration 23Q: 3 clusters Score -255209.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -255214.718750 Penalty: 3962.653809
	Iteration 24Q: 3 clusters Score -255214.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -255219.921875 Penalty: 3962.653809
	Iteration 25Q: 3 clusters Score -255219.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -255221.906250 Penalty: 3962.653809
	Iteration 26Q: 3 clusters Score -255221.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -255222.781250 Penalty: 3962.653809
	Iteration 27Q: 3 clusters Score -255222.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -255223.671875 Penalty: 3962.653809
	Iteration 28Q: 3 clusters Score -255223.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -255223.953125 Penalty: 3962.653809
	Iteration 29Q: 3 clusters Score -255224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -255223.953125 Penalty: 3962.653809
	Iteration 30F: 3 clusters Score -255224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Entering Unmasked Estep 
Score: -1228632.000000 Penalty: 2329.256104
	Iteration 0F: 2 clusters Score -1228632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1219674.375000 Penalty: 4658.512207
	Iteration 0F: 3 clusters Score -1219674 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1222530.000000 Penalty: 4658.512207
	Iteration 1F: 3 clusters Score -1222530 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1223049.625000 Penalty: 4658.512207
	Iteration 2F: 3 clusters Score -1223050 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1223559.500000 Penalty: 4658.512207
	Iteration 3F: 3 clusters Score -1223560 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1224061.375000 Penalty: 4658.512207
	Iteration 4F: 3 clusters Score -1224061 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1224579.125000 Penalty: 4658.512207
	Iteration 5F: 3 clusters Score -1224579 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1225049.875000 Penalty: 4658.512207
	Iteration 6F: 3 clusters Score -1225050 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1225466.375000 Penalty: 4658.512207
	Iteration 7Q: 3 clusters Score -1225466 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1225827.000000 Penalty: 4658.512207
	Iteration 8Q: 3 clusters Score -1225827 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1226135.500000 Penalty: 4658.512207
	Iteration 9Q: 3 clusters Score -1226136 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1226373.000000 Penalty: 4658.512207
	Iteration 10Q: 3 clusters Score -1226373 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1226530.000000 Penalty: 4658.512207
	Iteration 11Q: 3 clusters Score -1226530 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1226665.625000 Penalty: 4658.512207
	Iteration 12Q: 3 clusters Score -1226666 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1226787.500000 Penalty: 4658.512207
	Iteration 13Q: 3 clusters Score -1226788 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1226888.875000 Penalty: 4658.512207
	Iteration 14Q: 3 clusters Score -1226889 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1226977.875000 Penalty: 4658.512207
	Iteration 15Q: 3 clusters Score -1226978 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1227055.250000 Penalty: 4658.512207
	Iteration 16Q: 3 clusters Score -1227055 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1227135.500000 Penalty: 4658.512207
	Iteration 17Q: 3 clusters Score -1227136 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1227212.500000 Penalty: 4658.512207
	Iteration 18Q: 3 clusters Score -1227212 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1227293.000000 Penalty: 4658.512207
	Iteration 19Q: 3 clusters Score -1227293 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1227374.000000 Penalty: 4658.512207
	Iteration 20F: 3 clusters Score -1227374 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1227430.625000 Penalty: 4658.512207
	Iteration 21Q: 3 clusters Score -1227431 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1227479.500000 Penalty: 4658.512207
	Iteration 22Q: 3 clusters Score -1227480 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1227514.250000 Penalty: 4658.512207
	Iteration 23Q: 3 clusters Score -1227514 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1227552.250000 Penalty: 4658.512207
	Iteration 24Q: 3 clusters Score -1227552 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1227575.000000 Penalty: 4658.512207
	Iteration 25Q: 3 clusters Score -1227575 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1227598.125000 Penalty: 4658.512207
	Iteration 26Q: 3 clusters Score -1227598 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1227615.875000 Penalty: 4658.512207
	Iteration 27Q: 3 clusters Score -1227616 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1227638.625000 Penalty: 4658.512207
	Iteration 28Q: 3 clusters Score -1227639 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1227661.625000 Penalty: 4658.512207
	Iteration 29Q: 3 clusters Score -1227662 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1227669.500000 Penalty: 4658.512207
	Iteration 30Q: 3 clusters Score -1227670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1227677.000000 Penalty: 4658.512207
	Iteration 31Q: 3 clusters Score -1227677 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1227690.125000 Penalty: 4658.512207
	Iteration 32Q: 3 clusters Score -1227690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1227698.625000 Penalty: 4658.512207
	Iteration 33Q: 3 clusters Score -1227699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1227704.000000 Penalty: 4658.512207
	Iteration 34Q: 3 clusters Score -1227704 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1227716.750000 Penalty: 4658.512207
	Iteration 35Q: 3 clusters Score -1227717 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1227725.750000 Penalty: 4658.512207
	Iteration 36Q: 3 clusters Score -1227726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1227737.125000 Penalty: 4658.512207
	Iteration 37Q: 3 clusters Score -1227737 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1227747.375000 Penalty: 4658.512207
	Iteration 38Q: 3 clusters Score -1227747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1227753.625000 Penalty: 4658.512207
	Iteration 39Q: 3 clusters Score -1227754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1227759.375000 Penalty: 4658.512207
	Iteration 40F: 3 clusters Score -1227759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1227760.500000 Penalty: 4658.512207
	Iteration 41Q: 3 clusters Score -1227760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1227760.875000 Penalty: 4658.512207
	Iteration 42Q: 3 clusters Score -1227761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1227761.875000 Penalty: 4658.512207
	Iteration 43Q: 3 clusters Score -1227762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1227762.750000 Penalty: 4658.512207
	Iteration 44Q: 3 clusters Score -1227763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1227761.625000 Penalty: 4658.512207
	Iteration 45Q: 3 clusters Score -1227762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1227762.500000 Penalty: 4658.512207
	Iteration 46Q: 3 clusters Score -1227762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1227762.625000 Penalty: 4658.512207
	Iteration 47Q: 3 clusters Score -1227763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1227763.500000 Penalty: 4658.512207
	Iteration 48Q: 3 clusters Score -1227764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1227765.125000 Penalty: 4658.512207
	Iteration 49Q: 3 clusters Score -1227765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1227765.750000 Penalty: 4658.512207
	Iteration 50Q: 3 clusters Score -1227766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1227765.375000 Penalty: 4658.512207
	Iteration 51Q: 3 clusters Score -1227765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1227766.250000 Penalty: 4658.512207
	Iteration 52Q: 3 clusters Score -1227766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1227766.875000 Penalty: 4658.512207
	Iteration 53Q: 3 clusters Score -1227767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1227766.250000 Penalty: 4658.512207
	Iteration 54Q: 3 clusters Score -1227766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1227768.500000 Penalty: 4658.512207
	Iteration 55Q: 3 clusters Score -1227768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1227771.875000 Penalty: 4658.512207
	Iteration 56Q: 3 clusters Score -1227772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1227772.250000 Penalty: 4658.512207
	Iteration 57Q: 3 clusters Score -1227772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1227775.875000 Penalty: 4658.512207
	Iteration 58Q: 3 clusters Score -1227776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1227779.625000 Penalty: 4658.512207
	Iteration 59Q: 3 clusters Score -1227780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1227783.625000 Penalty: 4658.512207
	Iteration 60F: 3 clusters Score -1227784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1227784.875000 Penalty: 4658.512207
	Iteration 61Q: 3 clusters Score -1227785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1227788.500000 Penalty: 4658.512207
	Iteration 62Q: 3 clusters Score -1227788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1227787.625000 Penalty: 4658.512207
	Iteration 63Q: 3 clusters Score -1227788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1227788.250000 Penalty: 4658.512207
	Iteration 64Q: 3 clusters Score -1227788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1227789.500000 Penalty: 4658.512207
	Iteration 65Q: 3 clusters Score -1227790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1227790.375000 Penalty: 4658.512207
	Iteration 66Q: 3 clusters Score -1227790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1227793.125000 Penalty: 4658.512207
	Iteration 67Q: 3 clusters Score -1227793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1227793.625000 Penalty: 4658.512207
	Iteration 68Q: 3 clusters Score -1227794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1227793.500000 Penalty: 4658.512207
	Iteration 69Q: 3 clusters Score -1227794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1227793.500000 Penalty: 4658.512207
	Iteration 70F: 3 clusters Score -1227794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Entering Unmasked Estep 
Score: -144021.140625 Penalty: 1808.499634
	Iteration 0F: 2 clusters Score -144021.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -141854.984375 Penalty: 3616.999268
	Iteration 0F: 3 clusters Score -141855 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -142446.109375 Penalty: 3616.999268
	Iteration 1F: 3 clusters Score -142446.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -142759.359375 Penalty: 3616.999268
	Iteration 2F: 3 clusters Score -142759.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -143083.562500 Penalty: 3616.999268
	Iteration 3F: 3 clusters Score -143083.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -143480.671875 Penalty: 3616.999268
	Iteration 4F: 3 clusters Score -143480.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -143783.750000 Penalty: 3616.999268
	Iteration 5F: 3 clusters Score -143783.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -143967.468750 Penalty: 3616.999268
	Iteration 6F: 3 clusters Score -143967.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -144058.156250 Penalty: 3616.999268
	Iteration 7Q: 3 clusters Score -144058.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -144106.000000 Penalty: 3616.999268
	Iteration 8Q: 3 clusters Score -144106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -144141.578125 Penalty: 3616.999268
	Iteration 9Q: 3 clusters Score -144141.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -144196.156250 Penalty: 3616.999268
	Iteration 10Q: 3 clusters Score -144196.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -144258.000000 Penalty: 3616.999268
	Iteration 11Q: 3 clusters Score -144258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -144329.921875 Penalty: 3616.999268
	Iteration 12Q: 3 clusters Score -144329.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -144432.703125 Penalty: 3616.999268
	Iteration 13Q: 3 clusters Score -144432.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -144480.218750 Penalty: 3616.999268
	Iteration 14Q: 3 clusters Score -144480.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -144490.281250 Penalty: 3616.999268
	Iteration 15Q: 3 clusters Score -144490.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -144494.203125 Penalty: 3616.999268
	Iteration 16Q: 3 clusters Score -144494.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -144495.546875 Penalty: 3616.999268
	Iteration 17Q: 3 clusters Score -144495.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -144495.546875 Penalty: 3616.999268
	Iteration 18F: 3 clusters Score -144495.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 157033 members 
Mstep: Class 2 contains 2949 members 
Mstep: Class 3 contains 11994 members 
Mstep: Class 4 contains 340 members 
Mstep: Class 5 contains 24570 members 
Mstep: Class 6 contains 72544 members 
Mstep: Class 7 contains 11654 members 
Mstep: Class 8 contains 1672 members 
Mstep: Class 9 contains 182286 members 
Mstep: Class 10 contains 12690 members 
Mstep: Class 11 contains 58845 members 
Mstep: Class 12 contains 2658 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 45440 members 
Mstep: Class 15 contains 12286 members 
Mstep: Class 16 contains 7532 members 
Mstep: Class 17 contains 25309 members 
Mstep: Class 18 contains 103516 members 
Mstep: Class 19 contains 3045 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 39441 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8929 members 
Mstep: Class 25 contains 4289 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2213 members 
Mstep: Class 28 contains 14348 members 
Mstep: Class 29 contains 22943 members 
Mstep: Class 30 contains 3073 members 
Mstep: Class 31 contains 13339 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67671 members 
Mstep: Class 34 contains 26225 members 
Mstep: Class 35 contains 15189 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18899 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13931 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5771 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18809 members 
Mstep: Class 48 contains 3611 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33339 members 
Mstep: Class 52 contains 7844 members 
Mstep: Class 53 contains 1129 members 
Entering Unmasked Estep 
Score: -115180544.000000 Penalty: 182896.359375
Splitting cluster 4 changes total score from -115181576.000000 to -115180544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (24570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Entering Unmasked Estep 
Score: -2552123.000000 Penalty: 2507.101807
	Iteration 0F: 2 clusters Score -2552123 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 12362 members 
Entering Unmasked Estep 
Score: -2535001.250000 Penalty: 5014.203613
	Iteration 0F: 3 clusters Score -2535001 nChanged 10998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -2540839.000000 Penalty: 5014.203613
	Iteration 1F: 3 clusters Score -2540839 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -2541329.000000 Penalty: 5014.203613
	Iteration 2F: 3 clusters Score -2541329 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -2541774.750000 Penalty: 5014.203613
	Iteration 3Q: 3 clusters Score -2541775 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -2542228.500000 Penalty: 5014.203613
	Iteration 4Q: 3 clusters Score -2542228 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -2542790.500000 Penalty: 5014.203613
	Iteration 5Q: 3 clusters Score -2542790 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -2543530.500000 Penalty: 5014.203613
	Iteration 6F: 3 clusters Score -2543530 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -2544487.000000 Penalty: 5014.203613
	Iteration 7F: 3 clusters Score -2544487 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -2545613.250000 Penalty: 5014.203613
	Iteration 8F: 3 clusters Score -2545613 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -2546760.500000 Penalty: 5014.203613
	Iteration 9F: 3 clusters Score -2546760 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -2547851.500000 Penalty: 5014.203613
	Iteration 10Q: 3 clusters Score -2547852 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -2548685.250000 Penalty: 5014.203613
	Iteration 11Q: 3 clusters Score -2548685 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -2549218.000000 Penalty: 5014.203613
	Iteration 12Q: 3 clusters Score -2549218 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -2549537.750000 Penalty: 5014.203613
	Iteration 13Q: 3 clusters Score -2549538 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -2549730.750000 Penalty: 5014.203613
	Iteration 14Q: 3 clusters Score -2549731 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -2549911.750000 Penalty: 5014.203613
	Iteration 15Q: 3 clusters Score -2549912 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -2550027.000000 Penalty: 5014.203613
	Iteration 16Q: 3 clusters Score -2550027 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -2550132.250000 Penalty: 5014.203613
	Iteration 17Q: 3 clusters Score -2550132 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -2550196.000000 Penalty: 5014.203613
	Iteration 18Q: 3 clusters Score -2550196 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -2550254.500000 Penalty: 5014.203613
	Iteration 19Q: 3 clusters Score -2550254 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -2550295.000000 Penalty: 5014.203613
	Iteration 20F: 3 clusters Score -2550295 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -2550323.250000 Penalty: 5014.203613
	Iteration 21Q: 3 clusters Score -2550323 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -2550346.500000 Penalty: 5014.203613
	Iteration 22Q: 3 clusters Score -2550346 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -2550366.000000 Penalty: 5014.203613
	Iteration 23Q: 3 clusters Score -2550366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -2550380.500000 Penalty: 5014.203613
	Iteration 24Q: 3 clusters Score -2550380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -2550395.250000 Penalty: 5014.203613
	Iteration 25Q: 3 clusters Score -2550395 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -2550402.500000 Penalty: 5014.203613
	Iteration 26Q: 3 clusters Score -2550402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -2550411.000000 Penalty: 5014.203613
	Iteration 27Q: 3 clusters Score -2550411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -2550418.500000 Penalty: 5014.203613
	Iteration 28Q: 3 clusters Score -2550418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -2550421.250000 Penalty: 5014.203613
	Iteration 29Q: 3 clusters Score -2550421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -2550430.750000 Penalty: 5014.203613
	Iteration 30Q: 3 clusters Score -2550431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -2550433.750000 Penalty: 5014.203613
	Iteration 31Q: 3 clusters Score -2550434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -2550442.000000 Penalty: 5014.203613
	Iteration 32Q: 3 clusters Score -2550442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -2550437.250000 Penalty: 5014.203613
	Iteration 33Q: 3 clusters Score -2550437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -2550441.250000 Penalty: 5014.203613
	Iteration 34Q: 3 clusters Score -2550441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -2550448.250000 Penalty: 5014.203613
	Iteration 35Q: 3 clusters Score -2550448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -2550454.750000 Penalty: 5014.203613
	Iteration 36Q: 3 clusters Score -2550455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -2550460.750000 Penalty: 5014.203613
	Iteration 37Q: 3 clusters Score -2550461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -2550463.750000 Penalty: 5014.203613
	Iteration 38Q: 3 clusters Score -2550464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -2550463.750000 Penalty: 5014.203613
	Iteration 39Q: 3 clusters Score -2550464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -2550464.500000 Penalty: 5014.203613
	Iteration 40F: 3 clusters Score -2550464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -2550463.250000 Penalty: 5014.203613
	Iteration 41Q: 3 clusters Score -2550463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -2550464.500000 Penalty: 5014.203613
	Iteration 42Q: 3 clusters Score -2550464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -2550464.500000 Penalty: 5014.203613
	Iteration 43F: 3 clusters Score -2550464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (72544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72544 members 
Entering Unmasked Estep 
Score: -8081592.500000 Penalty: 2775.603271
	Iteration 0F: 2 clusters Score -8081592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36441 members 
Mstep: Class 2 contains 36103 members 
Entering Unmasked Estep 
Score: -8032954.000000 Penalty: 5551.206543
	Iteration 0F: 3 clusters Score -8032954 nChanged 33854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 34827 members 
Entering Unmasked Estep 
Score: -8052177.500000 Penalty: 5551.206543
	Iteration 1F: 3 clusters Score -8052178 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
Score: -8052931.000000 Penalty: 5551.206543
	Iteration 2Q: 3 clusters Score -8052931 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39965 members 
Mstep: Class 2 contains 32579 members 
Entering Unmasked Estep 
Score: -8053982.000000 Penalty: 5551.206543
	Iteration 3Q: 3 clusters Score -8053982 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41967 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -8055193.500000 Penalty: 5551.206543
	Iteration 4Q: 3 clusters Score -8055194 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44806 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -8057056.500000 Penalty: 5551.206543
	Iteration 5Q: 3 clusters Score -8057056 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48506 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -8059760.500000 Penalty: 5551.206543
	Iteration 6F: 3 clusters Score -8059760 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52925 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -8063300.000000 Penalty: 5551.206543
	Iteration 7F: 3 clusters Score -8063300 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57429 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -8067251.000000 Penalty: 5551.206543
	Iteration 8F: 3 clusters Score -8067251 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61363 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -8070506.000000 Penalty: 5551.206543
	Iteration 9F: 3 clusters Score -8070506 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64475 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -8072988.500000 Penalty: 5551.206543
	Iteration 10Q: 3 clusters Score -8072988 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66844 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -8074922.500000 Penalty: 5551.206543
	Iteration 11Q: 3 clusters Score -8074922 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68604 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -8076297.000000 Penalty: 5551.206543
	Iteration 12Q: 3 clusters Score -8076297 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69820 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -8077244.500000 Penalty: 5551.206543
	Iteration 13Q: 3 clusters Score -8077244 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70667 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -8077922.000000 Penalty: 5551.206543
	Iteration 14Q: 3 clusters Score -8077922 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71199 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -8078367.500000 Penalty: 5551.206543
	Iteration 15Q: 3 clusters Score -8078368 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71536 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -8078616.000000 Penalty: 5551.206543
	Iteration 16Q: 3 clusters Score -8078616 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71748 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -8078769.500000 Penalty: 5551.206543
	Iteration 17Q: 3 clusters Score -8078770 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71879 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -8078883.500000 Penalty: 5551.206543
	Iteration 18Q: 3 clusters Score -8078884 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71959 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -8078946.500000 Penalty: 5551.206543
	Iteration 19Q: 3 clusters Score -8078946 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72006 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -8078999.500000 Penalty: 5551.206543
	Iteration 20F: 3 clusters Score -8079000 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72046 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -8079041.500000 Penalty: 5551.206543
	Iteration 21Q: 3 clusters Score -8079042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72069 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8079066.000000 Penalty: 5551.206543
	Iteration 22Q: 3 clusters Score -8079066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72084 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -8079069.500000 Penalty: 5551.206543
	Iteration 23Q: 3 clusters Score -8079070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72093 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -8079083.000000 Penalty: 5551.206543
	Iteration 24Q: 3 clusters Score -8079083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72102 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -8079098.000000 Penalty: 5551.206543
	Iteration 25Q: 3 clusters Score -8079098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72109 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -8079099.500000 Penalty: 5551.206543
	Iteration 26Q: 3 clusters Score -8079100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72113 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -8079113.000000 Penalty: 5551.206543
	Iteration 27Q: 3 clusters Score -8079113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72115 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -8079121.000000 Penalty: 5551.206543
	Iteration 28Q: 3 clusters Score -8079121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72117 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8079119.500000 Penalty: 5551.206543
	Iteration 29Q: 3 clusters Score -8079120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72120 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -8079125.000000 Penalty: 5551.206543
	Iteration 30Q: 3 clusters Score -8079125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72124 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8079134.500000 Penalty: 5551.206543
	Iteration 31Q: 3 clusters Score -8079134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72127 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -8079130.000000 Penalty: 5551.206543
	Iteration 32Q: 3 clusters Score -8079130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72131 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -8079140.500000 Penalty: 5551.206543
	Iteration 33Q: 3 clusters Score -8079140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72132 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -8079146.000000 Penalty: 5551.206543
	Iteration 34Q: 3 clusters Score -8079146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72134 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -8079144.000000 Penalty: 5551.206543
	Iteration 35Q: 3 clusters Score -8079144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72134 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -8079144.000000 Penalty: 5551.206543
	Iteration 36F: 3 clusters Score -8079144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Entering Unmasked Estep 
Score: -1162405.375000 Penalty: 2322.124512
	Iteration 0F: 2 clusters Score -1162405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1153744.500000 Penalty: 4644.249023
	Iteration 0F: 3 clusters Score -1153744 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1156441.500000 Penalty: 4644.249023
	Iteration 1F: 3 clusters Score -1156442 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1156914.750000 Penalty: 4644.249023
	Iteration 2F: 3 clusters Score -1156915 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1157264.250000 Penalty: 4644.249023
	Iteration 3F: 3 clusters Score -1157264 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1157543.500000 Penalty: 4644.249023
	Iteration 4Q: 3 clusters Score -1157544 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1157762.625000 Penalty: 4644.249023
	Iteration 5Q: 3 clusters Score -1157763 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1157959.625000 Penalty: 4644.249023
	Iteration 6Q: 3 clusters Score -1157960 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1158142.375000 Penalty: 4644.249023
	Iteration 7Q: 3 clusters Score -1158142 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1158339.875000 Penalty: 4644.249023
	Iteration 8Q: 3 clusters Score -1158340 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1158520.375000 Penalty: 4644.249023
	Iteration 9Q: 3 clusters Score -1158520 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1158698.875000 Penalty: 4644.249023
	Iteration 10Q: 3 clusters Score -1158699 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1158883.875000 Penalty: 4644.249023
	Iteration 11Q: 3 clusters Score -1158884 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1159090.500000 Penalty: 4644.249023
	Iteration 12Q: 3 clusters Score -1159090 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1159279.750000 Penalty: 4644.249023
	Iteration 13Q: 3 clusters Score -1159280 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1159483.250000 Penalty: 4644.249023
	Iteration 14Q: 3 clusters Score -1159483 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1159661.500000 Penalty: 4644.249023
	Iteration 15Q: 3 clusters Score -1159662 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1159798.625000 Penalty: 4644.249023
	Iteration 16Q: 3 clusters Score -1159799 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1159891.750000 Penalty: 4644.249023
	Iteration 17Q: 3 clusters Score -1159892 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1159960.750000 Penalty: 4644.249023
	Iteration 18Q: 3 clusters Score -1159961 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1160016.625000 Penalty: 4644.249023
	Iteration 19Q: 3 clusters Score -1160017 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1160064.500000 Penalty: 4644.249023
	Iteration 20F: 3 clusters Score -1160064 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1160109.375000 Penalty: 4644.249023
	Iteration 21Q: 3 clusters Score -1160109 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1160137.375000 Penalty: 4644.249023
	Iteration 22Q: 3 clusters Score -1160137 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1160163.000000 Penalty: 4644.249023
	Iteration 23Q: 3 clusters Score -1160163 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1160199.250000 Penalty: 4644.249023
	Iteration 24Q: 3 clusters Score -1160199 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1160227.750000 Penalty: 4644.249023
	Iteration 25Q: 3 clusters Score -1160228 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1160251.375000 Penalty: 4644.249023
	Iteration 26Q: 3 clusters Score -1160251 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1160269.750000 Penalty: 4644.249023
	Iteration 27Q: 3 clusters Score -1160270 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1160279.375000 Penalty: 4644.249023
	Iteration 28Q: 3 clusters Score -1160279 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1160290.625000 Penalty: 4644.249023
	Iteration 29Q: 3 clusters Score -1160291 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1160297.750000 Penalty: 4644.249023
	Iteration 30Q: 3 clusters Score -1160298 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1160305.125000 Penalty: 4644.249023
	Iteration 31Q: 3 clusters Score -1160305 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1160315.125000 Penalty: 4644.249023
	Iteration 32Q: 3 clusters Score -1160315 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1160318.000000 Penalty: 4644.249023
	Iteration 33Q: 3 clusters Score -1160318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1160324.625000 Penalty: 4644.249023
	Iteration 34Q: 3 clusters Score -1160325 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1160326.750000 Penalty: 4644.249023
	Iteration 35Q: 3 clusters Score -1160327 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1160330.500000 Penalty: 4644.249023
	Iteration 36Q: 3 clusters Score -1160330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1160332.750000 Penalty: 4644.249023
	Iteration 37Q: 3 clusters Score -1160333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1160336.625000 Penalty: 4644.249023
	Iteration 38Q: 3 clusters Score -1160337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1160338.875000 Penalty: 4644.249023
	Iteration 39Q: 3 clusters Score -1160339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1160337.250000 Penalty: 4644.249023
	Iteration 40F: 3 clusters Score -1160337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1160341.500000 Penalty: 4644.249023
	Iteration 41Q: 3 clusters Score -1160342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1160339.875000 Penalty: 4644.249023
	Iteration 42Q: 3 clusters Score -1160340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1160340.750000 Penalty: 4644.249023
	Iteration 43Q: 3 clusters Score -1160341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1160343.750000 Penalty: 4644.249023
	Iteration 44Q: 3 clusters Score -1160344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1160345.750000 Penalty: 4644.249023
	Iteration 45Q: 3 clusters Score -1160346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1160348.750000 Penalty: 4644.249023
	Iteration 46Q: 3 clusters Score -1160349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1160349.625000 Penalty: 4644.249023
	Iteration 47Q: 3 clusters Score -1160350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1160349.250000 Penalty: 4644.249023
	Iteration 48Q: 3 clusters Score -1160349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1160348.875000 Penalty: 4644.249023
	Iteration 49Q: 3 clusters Score -1160349 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1160350.500000 Penalty: 4644.249023
	Iteration 50Q: 3 clusters Score -1160350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1160352.500000 Penalty: 4644.249023
	Iteration 51Q: 3 clusters Score -1160352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1160355.875000 Penalty: 4644.249023
	Iteration 52Q: 3 clusters Score -1160356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1160358.000000 Penalty: 4644.249023
	Iteration 53Q: 3 clusters Score -1160358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1160359.875000 Penalty: 4644.249023
	Iteration 54Q: 3 clusters Score -1160360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1160360.625000 Penalty: 4644.249023
	Iteration 55Q: 3 clusters Score -1160361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1160364.250000 Penalty: 4644.249023
	Iteration 56Q: 3 clusters Score -1160364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1160365.000000 Penalty: 4644.249023
	Iteration 57Q: 3 clusters Score -1160365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1160368.375000 Penalty: 4644.249023
	Iteration 58Q: 3 clusters Score -1160368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1160369.250000 Penalty: 4644.249023
	Iteration 59Q: 3 clusters Score -1160369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1160371.500000 Penalty: 4644.249023
	Iteration 60F: 3 clusters Score -1160372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1160372.375000 Penalty: 4644.249023
	Iteration 61Q: 3 clusters Score -1160372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1160376.750000 Penalty: 4644.249023
	Iteration 62Q: 3 clusters Score -1160377 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1160377.750000 Penalty: 4644.249023
	Iteration 63Q: 3 clusters Score -1160378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1160383.250000 Penalty: 4644.249023
	Iteration 64Q: 3 clusters Score -1160383 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1160389.000000 Penalty: 4644.249023
	Iteration 65Q: 3 clusters Score -1160389 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1160397.250000 Penalty: 4644.249023
	Iteration 66Q: 3 clusters Score -1160397 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1160405.625000 Penalty: 4644.249023
	Iteration 67Q: 3 clusters Score -1160406 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1160413.125000 Penalty: 4644.249023
	Iteration 68Q: 3 clusters Score -1160413 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1160416.250000 Penalty: 4644.249023
	Iteration 69Q: 3 clusters Score -1160416 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1160428.375000 Penalty: 4644.249023
	Iteration 70Q: 3 clusters Score -1160428 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1160440.250000 Penalty: 4644.249023
	Iteration 71Q: 3 clusters Score -1160440 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1160451.125000 Penalty: 4644.249023
	Iteration 72Q: 3 clusters Score -1160451 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1160458.500000 Penalty: 4644.249023
	Iteration 73Q: 3 clusters Score -1160458 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1160470.000000 Penalty: 4644.249023
	Iteration 74Q: 3 clusters Score -1160470 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1160485.125000 Penalty: 4644.249023
	Iteration 75Q: 3 clusters Score -1160485 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1160511.875000 Penalty: 4644.249023
	Iteration 76Q: 3 clusters Score -1160512 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1160538.500000 Penalty: 4644.249023
	Iteration 77Q: 3 clusters Score -1160538 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1160569.250000 Penalty: 4644.249023
	Iteration 78Q: 3 clusters Score -1160569 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1160603.750000 Penalty: 4644.249023
	Iteration 79Q: 3 clusters Score -1160604 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1160634.375000 Penalty: 4644.249023
	Iteration 80F: 3 clusters Score -1160634 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1160655.750000 Penalty: 4644.249023
	Iteration 81Q: 3 clusters Score -1160656 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1160673.500000 Penalty: 4644.249023
	Iteration 82Q: 3 clusters Score -1160674 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1160692.750000 Penalty: 4644.249023
	Iteration 83Q: 3 clusters Score -1160693 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1160709.125000 Penalty: 4644.249023
	Iteration 84Q: 3 clusters Score -1160709 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1160726.625000 Penalty: 4644.249023
	Iteration 85Q: 3 clusters Score -1160727 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1160738.375000 Penalty: 4644.249023
	Iteration 86Q: 3 clusters Score -1160738 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1160745.000000 Penalty: 4644.249023
	Iteration 87Q: 3 clusters Score -1160745 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1160752.500000 Penalty: 4644.249023
	Iteration 88Q: 3 clusters Score -1160752 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1160758.125000 Penalty: 4644.249023
	Iteration 89Q: 3 clusters Score -1160758 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1160764.125000 Penalty: 4644.249023
	Iteration 90Q: 3 clusters Score -1160764 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1160770.125000 Penalty: 4644.249023
	Iteration 91Q: 3 clusters Score -1160770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1160774.750000 Penalty: 4644.249023
	Iteration 92Q: 3 clusters Score -1160775 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1160782.625000 Penalty: 4644.249023
	Iteration 93Q: 3 clusters Score -1160783 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1160786.125000 Penalty: 4644.249023
	Iteration 94Q: 3 clusters Score -1160786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1160789.000000 Penalty: 4644.249023
	Iteration 95Q: 3 clusters Score -1160789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1160791.375000 Penalty: 4644.249023
	Iteration 96Q: 3 clusters Score -1160791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1160790.375000 Penalty: 4644.249023
	Iteration 97Q: 3 clusters Score -1160790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1160790.875000 Penalty: 4644.249023
	Iteration 98Q: 3 clusters Score -1160791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1160792.375000 Penalty: 4644.249023
	Iteration 99Q: 3 clusters Score -1160792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1160791.875000 Penalty: 4644.249023
	Iteration 100F: 3 clusters Score -1160792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1160793.000000 Penalty: 4644.249023
	Iteration 101Q: 3 clusters Score -1160793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1160790.625000 Penalty: 4644.249023
	Iteration 102Q: 3 clusters Score -1160791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1160793.750000 Penalty: 4644.249023
	Iteration 103Q: 3 clusters Score -1160794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1160793.250000 Penalty: 4644.249023
	Iteration 104Q: 3 clusters Score -1160793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1160795.375000 Penalty: 4644.249023
	Iteration 105Q: 3 clusters Score -1160795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1160794.250000 Penalty: 4644.249023
	Iteration 106Q: 3 clusters Score -1160794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1160794.500000 Penalty: 4644.249023
	Iteration 107Q: 3 clusters Score -1160794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1160794.750000 Penalty: 4644.249023
	Iteration 108Q: 3 clusters Score -1160795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1160794.750000 Penalty: 4644.249023
	Iteration 109F: 3 clusters Score -1160795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Entering Unmasked Estep 
Score: -147485.187500 Penalty: 1840.600342
	Iteration 0F: 2 clusters Score -147485.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -145103.015625 Penalty: 3681.200684
	Iteration 0F: 3 clusters Score -145103 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -145603.703125 Penalty: 3681.200684
	Iteration 1F: 3 clusters Score -145603.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -145799.343750 Penalty: 3681.200684
	Iteration 2F: 3 clusters Score -145799.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -145905.734375 Penalty: 3681.200684
	Iteration 3F: 3 clusters Score -145905.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -145966.984375 Penalty: 3681.200684
	Iteration 4Q: 3 clusters Score -145967 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -146012.578125 Penalty: 3681.200684
	Iteration 5Q: 3 clusters Score -146012.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -146040.968750 Penalty: 3681.200684
	Iteration 6Q: 3 clusters Score -146041 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -146063.625000 Penalty: 3681.200684
	Iteration 7Q: 3 clusters Score -146063.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -146083.390625 Penalty: 3681.200684
	Iteration 8Q: 3 clusters Score -146083.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -146100.390625 Penalty: 3681.200684
	Iteration 9Q: 3 clusters Score -146100.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -146111.062500 Penalty: 3681.200684
	Iteration 10Q: 3 clusters Score -146111.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -146121.390625 Penalty: 3681.200684
	Iteration 11Q: 3 clusters Score -146121.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -146129.968750 Penalty: 3681.200684
	Iteration 12Q: 3 clusters Score -146130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -146136.781250 Penalty: 3681.200684
	Iteration 13Q: 3 clusters Score -146136.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -146145.890625 Penalty: 3681.200684
	Iteration 14Q: 3 clusters Score -146145.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -146152.234375 Penalty: 3681.200684
	Iteration 15Q: 3 clusters Score -146152.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -146156.078125 Penalty: 3681.200684
	Iteration 16Q: 3 clusters Score -146156.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -146159.671875 Penalty: 3681.200684
	Iteration 17Q: 3 clusters Score -146159.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -146163.218750 Penalty: 3681.200684
	Iteration 18Q: 3 clusters Score -146163.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -146167.046875 Penalty: 3681.200684
	Iteration 19Q: 3 clusters Score -146167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -146170.984375 Penalty: 3681.200684
	Iteration 20F: 3 clusters Score -146171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -146173.734375 Penalty: 3681.200684
	Iteration 21Q: 3 clusters Score -146173.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -146176.984375 Penalty: 3681.200684
	Iteration 22Q: 3 clusters Score -146177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -146183.578125 Penalty: 3681.200684
	Iteration 23Q: 3 clusters Score -146183.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -146187.171875 Penalty: 3681.200684
	Iteration 24Q: 3 clusters Score -146187.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -146193.859375 Penalty: 3681.200684
	Iteration 25Q: 3 clusters Score -146193.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -146199.234375 Penalty: 3681.200684
	Iteration 26Q: 3 clusters Score -146199.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -146205.625000 Penalty: 3681.200684
	Iteration 27Q: 3 clusters Score -146205.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -146207.328125 Penalty: 3681.200684
	Iteration 28Q: 3 clusters Score -146207.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -146209.000000 Penalty: 3681.200684
	Iteration 29Q: 3 clusters Score -146209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -146209.000000 Penalty: 3681.200684
	Iteration 30F: 3 clusters Score -146209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (182286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182286 members 
Entering Unmasked Estep 
Score: -20282276.000000 Penalty: 3004.106201
	Iteration 0F: 2 clusters Score -2.028228e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90491 members 
Mstep: Class 2 contains 91795 members 
Entering Unmasked Estep 
Score: -20168614.000000 Penalty: 6008.212402
	Iteration 0F: 3 clusters Score -2.016861e+07 nChanged 87343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80186 members 
Mstep: Class 2 contains 102100 members 
Entering Unmasked Estep 
Score: -20220196.000000 Penalty: 6008.212402
	Iteration 1F: 3 clusters Score -2.02202e+07 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73866 members 
Mstep: Class 2 contains 108420 members 
Entering Unmasked Estep 
Score: -20222652.000000 Penalty: 6008.212402
	Iteration 2Q: 3 clusters Score -2.022265e+07 nChanged 9885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64345 members 
Mstep: Class 2 contains 117941 members 
Entering Unmasked Estep 
Score: -20227406.000000 Penalty: 6008.212402
	Iteration 3F: 3 clusters Score -2.022741e+07 nChanged 13637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50808 members 
Mstep: Class 2 contains 131478 members 
Entering Unmasked Estep 
Score: -20236532.000000 Penalty: 6008.212402
	Iteration 4F: 3 clusters Score -2.023653e+07 nChanged 16759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 148213 members 
Entering Unmasked Estep 
Score: -20251104.000000 Penalty: 6008.212402
	Iteration 5F: 3 clusters Score -2.02511e+07 nChanged 16307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 164520 members 
Entering Unmasked Estep 
Score: -20265510.000000 Penalty: 6008.212402
	Iteration 6F: 3 clusters Score -2.026551e+07 nChanged 10755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 175275 members 
Entering Unmasked Estep 
Score: -20274246.000000 Penalty: 6008.212402
	Iteration 7F: 3 clusters Score -2.027425e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 180042 members 
Entering Unmasked Estep 
Score: -20277788.000000 Penalty: 6008.212402
	Iteration 8Q: 3 clusters Score -2.027779e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 181573 members 
Entering Unmasked Estep 
Score: -20278980.000000 Penalty: 6008.212402
	Iteration 9Q: 3 clusters Score -2.027898e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 181941 members 
Entering Unmasked Estep 
Score: -20279354.000000 Penalty: 6008.212402
	Iteration 10Q: 3 clusters Score -2.027935e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 182020 members 
Entering Unmasked Estep 
Score: -20279450.000000 Penalty: 6008.212402
	Iteration 11Q: 3 clusters Score -2.027945e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 182039 members 
Entering Unmasked Estep 
Score: -20279496.000000 Penalty: 6008.212402
	Iteration 12Q: 3 clusters Score -2.02795e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 182046 members 
Entering Unmasked Estep 
Score: -20279510.000000 Penalty: 6008.212402
	Iteration 13Q: 3 clusters Score -2.027951e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 182056 members 
Entering Unmasked Estep 
Score: -20279542.000000 Penalty: 6008.212402
	Iteration 14Q: 3 clusters Score -2.027954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 182055 members 
Entering Unmasked Estep 
Score: -20279542.000000 Penalty: 6008.212402
	Iteration 15Q: 3 clusters Score -2.027954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 182058 members 
Entering Unmasked Estep 
Score: -20279562.000000 Penalty: 6008.212402
	Iteration 16Q: 3 clusters Score -2.027956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 182061 members 
Entering Unmasked Estep 
Score: -20279586.000000 Penalty: 6008.212402
	Iteration 17Q: 3 clusters Score -2.027959e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 182062 members 
Entering Unmasked Estep 
Score: -20279586.000000 Penalty: 6008.212402
	Iteration 18Q: 3 clusters Score -2.027959e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 182061 members 
Entering Unmasked Estep 
Score: -20279580.000000 Penalty: 6008.212402
	Iteration 19Q: 3 clusters Score -2.027958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 182061 members 
Entering Unmasked Estep 
Score: -20279580.000000 Penalty: 6008.212402
	Iteration 20F: 3 clusters Score -2.027958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 182060 members 
Entering Unmasked Estep 
Score: -20279582.000000 Penalty: 6008.212402
	Iteration 21Q: 3 clusters Score -2.027958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 182059 members 
Entering Unmasked Estep 
Score: -20279574.000000 Penalty: 6008.212402
	Iteration 22Q: 3 clusters Score -2.027957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 182058 members 
Entering Unmasked Estep 
Score: -20279580.000000 Penalty: 6008.212402
	Iteration 23Q: 3 clusters Score -2.027958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 182057 members 
Entering Unmasked Estep 
Score: -20279572.000000 Penalty: 6008.212402
	Iteration 24Q: 3 clusters Score -2.027957e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 182057 members 
Entering Unmasked Estep 
Score: -20279572.000000 Penalty: 6008.212402
	Iteration 25F: 3 clusters Score -2.027957e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Entering Unmasked Estep 
Score: -1403388.125000 Penalty: 2343.245117
	Iteration 0F: 2 clusters Score -1403388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1393991.875000 Penalty: 4686.490234
	Iteration 0F: 3 clusters Score -1393992 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1396758.875000 Penalty: 4686.490234
	Iteration 1F: 3 clusters Score -1396759 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1397075.250000 Penalty: 4686.490234
	Iteration 2F: 3 clusters Score -1397075 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1397336.125000 Penalty: 4686.490234
	Iteration 3Q: 3 clusters Score -1397336 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1397600.750000 Penalty: 4686.490234
	Iteration 4Q: 3 clusters Score -1397601 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1397877.625000 Penalty: 4686.490234
	Iteration 5Q: 3 clusters Score -1397878 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1398188.375000 Penalty: 4686.490234
	Iteration 6Q: 3 clusters Score -1398188 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1398561.875000 Penalty: 4686.490234
	Iteration 7Q: 3 clusters Score -1398562 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1398948.375000 Penalty: 4686.490234
	Iteration 8Q: 3 clusters Score -1398948 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1399325.875000 Penalty: 4686.490234
	Iteration 9Q: 3 clusters Score -1399326 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1399663.500000 Penalty: 4686.490234
	Iteration 10Q: 3 clusters Score -1399664 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1399936.250000 Penalty: 4686.490234
	Iteration 11Q: 3 clusters Score -1399936 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1400144.625000 Penalty: 4686.490234
	Iteration 12Q: 3 clusters Score -1400145 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1400297.125000 Penalty: 4686.490234
	Iteration 13Q: 3 clusters Score -1400297 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1400457.000000 Penalty: 4686.490234
	Iteration 14Q: 3 clusters Score -1400457 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1400573.625000 Penalty: 4686.490234
	Iteration 15Q: 3 clusters Score -1400574 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1400666.000000 Penalty: 4686.490234
	Iteration 16Q: 3 clusters Score -1400666 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1400753.750000 Penalty: 4686.490234
	Iteration 17Q: 3 clusters Score -1400754 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1400837.000000 Penalty: 4686.490234
	Iteration 18Q: 3 clusters Score -1400837 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1400904.125000 Penalty: 4686.490234
	Iteration 19Q: 3 clusters Score -1400904 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1400950.125000 Penalty: 4686.490234
	Iteration 20F: 3 clusters Score -1400950 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1400990.625000 Penalty: 4686.490234
	Iteration 21Q: 3 clusters Score -1400991 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1401023.250000 Penalty: 4686.490234
	Iteration 22Q: 3 clusters Score -1401023 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1401056.375000 Penalty: 4686.490234
	Iteration 23Q: 3 clusters Score -1401056 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1401083.750000 Penalty: 4686.490234
	Iteration 24Q: 3 clusters Score -1401084 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1401102.750000 Penalty: 4686.490234
	Iteration 25Q: 3 clusters Score -1401103 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1401131.000000 Penalty: 4686.490234
	Iteration 26Q: 3 clusters Score -1401131 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1401146.625000 Penalty: 4686.490234
	Iteration 27Q: 3 clusters Score -1401147 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1401160.750000 Penalty: 4686.490234
	Iteration 28Q: 3 clusters Score -1401161 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1401185.250000 Penalty: 4686.490234
	Iteration 29Q: 3 clusters Score -1401185 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1401197.875000 Penalty: 4686.490234
	Iteration 30Q: 3 clusters Score -1401198 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1401207.375000 Penalty: 4686.490234
	Iteration 31Q: 3 clusters Score -1401207 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1401225.375000 Penalty: 4686.490234
	Iteration 32Q: 3 clusters Score -1401225 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1401234.000000 Penalty: 4686.490234
	Iteration 33Q: 3 clusters Score -1401234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1401241.625000 Penalty: 4686.490234
	Iteration 34Q: 3 clusters Score -1401242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1401249.375000 Penalty: 4686.490234
	Iteration 35Q: 3 clusters Score -1401249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1401257.875000 Penalty: 4686.490234
	Iteration 36Q: 3 clusters Score -1401258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1401268.500000 Penalty: 4686.490234
	Iteration 37Q: 3 clusters Score -1401268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1401273.250000 Penalty: 4686.490234
	Iteration 38Q: 3 clusters Score -1401273 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1401287.375000 Penalty: 4686.490234
	Iteration 39Q: 3 clusters Score -1401287 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -1401292.500000 Penalty: 4686.490234
	Iteration 40F: 3 clusters Score -1401292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1401301.875000 Penalty: 4686.490234
	Iteration 41Q: 3 clusters Score -1401302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1401305.375000 Penalty: 4686.490234
	Iteration 42Q: 3 clusters Score -1401305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1401307.500000 Penalty: 4686.490234
	Iteration 43Q: 3 clusters Score -1401308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1401312.625000 Penalty: 4686.490234
	Iteration 44Q: 3 clusters Score -1401313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1401313.750000 Penalty: 4686.490234
	Iteration 45Q: 3 clusters Score -1401314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1401313.500000 Penalty: 4686.490234
	Iteration 46Q: 3 clusters Score -1401314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1401313.000000 Penalty: 4686.490234
	Iteration 47Q: 3 clusters Score -1401313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1401315.750000 Penalty: 4686.490234
	Iteration 48Q: 3 clusters Score -1401316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1401314.875000 Penalty: 4686.490234
	Iteration 49Q: 3 clusters Score -1401315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1401315.750000 Penalty: 4686.490234
	Iteration 50Q: 3 clusters Score -1401316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1401316.875000 Penalty: 4686.490234
	Iteration 51Q: 3 clusters Score -1401317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1401316.250000 Penalty: 4686.490234
	Iteration 52Q: 3 clusters Score -1401316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1401316.250000 Penalty: 4686.490234
	Iteration 53F: 3 clusters Score -1401316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (58845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58845 members 
Entering Unmasked Estep 
Score: -6162459.500000 Penalty: 2723.700195
	Iteration 0F: 2 clusters Score -6162460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -6122882.000000 Penalty: 5447.400391
	Iteration 0F: 3 clusters Score -6122882 nChanged 27356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -6138380.500000 Penalty: 5447.400391
	Iteration 1F: 3 clusters Score -6138380 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -6139038.000000 Penalty: 5447.400391
	Iteration 2Q: 3 clusters Score -6139038 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -6139601.500000 Penalty: 5447.400391
	Iteration 3Q: 3 clusters Score -6139602 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -6140188.000000 Penalty: 5447.400391
	Iteration 4Q: 3 clusters Score -6140188 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 29853 members 
Entering Unmasked Estep 
Score: -6140816.000000 Penalty: 5447.400391
	Iteration 5Q: 3 clusters Score -6140816 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -6141425.500000 Penalty: 5447.400391
	Iteration 6Q: 3 clusters Score -6141426 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -6142169.000000 Penalty: 5447.400391
	Iteration 7Q: 3 clusters Score -6142169 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -6142968.500000 Penalty: 5447.400391
	Iteration 8Q: 3 clusters Score -6142968 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -6143990.500000 Penalty: 5447.400391
	Iteration 9Q: 3 clusters Score -6143990 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 32060 members 
Entering Unmasked Estep 
Score: -6145257.000000 Penalty: 5447.400391
	Iteration 10Q: 3 clusters Score -6145257 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
Score: -6146891.000000 Penalty: 5447.400391
	Iteration 11Q: 3 clusters Score -6146891 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -6148677.500000 Penalty: 5447.400391
	Iteration 12Q: 3 clusters Score -6148678 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -6150018.000000 Penalty: 5447.400391
	Iteration 13Q: 3 clusters Score -6150018 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -6150775.000000 Penalty: 5447.400391
	Iteration 14Q: 3 clusters Score -6150775 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -6151085.000000 Penalty: 5447.400391
	Iteration 15Q: 3 clusters Score -6151085 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -6151276.500000 Penalty: 5447.400391
	Iteration 16Q: 3 clusters Score -6151276 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -6151452.500000 Penalty: 5447.400391
	Iteration 17Q: 3 clusters Score -6151452 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 38132 members 
Entering Unmasked Estep 
Score: -6151680.000000 Penalty: 5447.400391
	Iteration 18Q: 3 clusters Score -6151680 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 38966 members 
Entering Unmasked Estep 
Score: -6151845.500000 Penalty: 5447.400391
	Iteration 19Q: 3 clusters Score -6151846 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 39820 members 
Entering Unmasked Estep 
Score: -6152088.000000 Penalty: 5447.400391
	Iteration 20F: 3 clusters Score -6152088 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
Score: -6152386.000000 Penalty: 5447.400391
	Iteration 21Q: 3 clusters Score -6152386 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 41654 members 
Entering Unmasked Estep 
Score: -6152639.000000 Penalty: 5447.400391
	Iteration 22Q: 3 clusters Score -6152639 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 42640 members 
Entering Unmasked Estep 
Score: -6152997.000000 Penalty: 5447.400391
	Iteration 23Q: 3 clusters Score -6152997 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 43647 members 
Entering Unmasked Estep 
Score: -6153346.000000 Penalty: 5447.400391
	Iteration 24Q: 3 clusters Score -6153346 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 44651 members 
Entering Unmasked Estep 
Score: -6153679.500000 Penalty: 5447.400391
	Iteration 25Q: 3 clusters Score -6153680 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 45672 members 
Entering Unmasked Estep 
Score: -6154079.000000 Penalty: 5447.400391
	Iteration 26Q: 3 clusters Score -6154079 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 46717 members 
Entering Unmasked Estep 
Score: -6154541.000000 Penalty: 5447.400391
	Iteration 27Q: 3 clusters Score -6154541 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 47780 members 
Entering Unmasked Estep 
Score: -6155023.000000 Penalty: 5447.400391
	Iteration 28Q: 3 clusters Score -6155023 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 48803 members 
Entering Unmasked Estep 
Score: -6155499.000000 Penalty: 5447.400391
	Iteration 29Q: 3 clusters Score -6155499 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 49821 members 
Entering Unmasked Estep 
Score: -6155993.500000 Penalty: 5447.400391
	Iteration 30Q: 3 clusters Score -6155994 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 50809 members 
Entering Unmasked Estep 
Score: -6156515.500000 Penalty: 5447.400391
	Iteration 31Q: 3 clusters Score -6156516 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 51694 members 
Entering Unmasked Estep 
Score: -6156979.500000 Penalty: 5447.400391
	Iteration 32Q: 3 clusters Score -6156980 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 52488 members 
Entering Unmasked Estep 
Score: -6157339.500000 Penalty: 5447.400391
	Iteration 33Q: 3 clusters Score -6157340 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 53241 members 
Entering Unmasked Estep 
Score: -6157756.500000 Penalty: 5447.400391
	Iteration 34Q: 3 clusters Score -6157756 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 53971 members 
Entering Unmasked Estep 
Score: -6158132.000000 Penalty: 5447.400391
	Iteration 35Q: 3 clusters Score -6158132 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 54653 members 
Entering Unmasked Estep 
Score: -6158545.500000 Penalty: 5447.400391
	Iteration 36Q: 3 clusters Score -6158546 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 55239 members 
Entering Unmasked Estep 
Score: -6158899.000000 Penalty: 5447.400391
	Iteration 37Q: 3 clusters Score -6158899 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 55727 members 
Entering Unmasked Estep 
Score: -6159186.500000 Penalty: 5447.400391
	Iteration 38Q: 3 clusters Score -6159186 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 56145 members 
Entering Unmasked Estep 
Score: -6159445.500000 Penalty: 5447.400391
	Iteration 39Q: 3 clusters Score -6159446 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 56495 members 
Entering Unmasked Estep 
Score: -6159633.000000 Penalty: 5447.400391
	Iteration 40F: 3 clusters Score -6159633 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 56793 members 
Entering Unmasked Estep 
Score: -6159808.000000 Penalty: 5447.400391
	Iteration 41Q: 3 clusters Score -6159808 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 57009 members 
Entering Unmasked Estep 
Score: -6159940.000000 Penalty: 5447.400391
	Iteration 42Q: 3 clusters Score -6159940 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 57153 members 
Entering Unmasked Estep 
Score: -6160029.500000 Penalty: 5447.400391
	Iteration 43Q: 3 clusters Score -6160030 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 57269 members 
Entering Unmasked Estep 
Score: -6160096.500000 Penalty: 5447.400391
	Iteration 44Q: 3 clusters Score -6160096 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 57348 members 
Entering Unmasked Estep 
Score: -6160128.500000 Penalty: 5447.400391
	Iteration 45Q: 3 clusters Score -6160128 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 57417 members 
Entering Unmasked Estep 
Score: -6160171.500000 Penalty: 5447.400391
	Iteration 46Q: 3 clusters Score -6160172 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 57469 members 
Entering Unmasked Estep 
Score: -6160193.000000 Penalty: 5447.400391
	Iteration 47Q: 3 clusters Score -6160193 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 57510 members 
Entering Unmasked Estep 
Score: -6160195.500000 Penalty: 5447.400391
	Iteration 48Q: 3 clusters Score -6160196 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 57537 members 
Entering Unmasked Estep 
Score: -6160217.500000 Penalty: 5447.400391
	Iteration 49Q: 3 clusters Score -6160218 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 57565 members 
Entering Unmasked Estep 
Score: -6160237.500000 Penalty: 5447.400391
	Iteration 50Q: 3 clusters Score -6160238 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 57591 members 
Entering Unmasked Estep 
Score: -6160251.500000 Penalty: 5447.400391
	Iteration 51Q: 3 clusters Score -6160252 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 57618 members 
Entering Unmasked Estep 
Score: -6160247.000000 Penalty: 5447.400391
	Iteration 52Q: 3 clusters Score -6160247 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 57652 members 
Entering Unmasked Estep 
Score: -6160269.000000 Penalty: 5447.400391
	Iteration 53Q: 3 clusters Score -6160269 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 57679 members 
Entering Unmasked Estep 
Score: -6160269.000000 Penalty: 5447.400391
	Iteration 54Q: 3 clusters Score -6160269 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 57701 members 
Entering Unmasked Estep 
Score: -6160304.000000 Penalty: 5447.400391
	Iteration 55Q: 3 clusters Score -6160304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 57718 members 
Entering Unmasked Estep 
Score: -6160301.500000 Penalty: 5447.400391
	Iteration 56Q: 3 clusters Score -6160302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 57722 members 
Entering Unmasked Estep 
Score: -6160301.500000 Penalty: 5447.400391
	Iteration 57Q: 3 clusters Score -6160302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 57732 members 
Entering Unmasked Estep 
Score: -6160308.000000 Penalty: 5447.400391
	Iteration 58Q: 3 clusters Score -6160308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 57736 members 
Entering Unmasked Estep 
Score: -6160294.000000 Penalty: 5447.400391
	Iteration 59Q: 3 clusters Score -6160294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 57739 members 
Entering Unmasked Estep 
Score: -6160301.000000 Penalty: 5447.400391
	Iteration 60F: 3 clusters Score -6160301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Entering Unmasked Estep 
Score: -293552.500000 Penalty: 1955.561646
	Iteration 0F: 2 clusters Score -293552.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -290477.812500 Penalty: 3911.123291
	Iteration 0F: 3 clusters Score -290477.8 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -291054.375000 Penalty: 3911.123291
	Iteration 1F: 3 clusters Score -291054.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -291213.187500 Penalty: 3911.123291
	Iteration 2F: 3 clusters Score -291213.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -291293.187500 Penalty: 3911.123291
	Iteration 3Q: 3 clusters Score -291293.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -291359.718750 Penalty: 3911.123291
	Iteration 4Q: 3 clusters Score -291359.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -291405.281250 Penalty: 3911.123291
	Iteration 5Q: 3 clusters Score -291405.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -291435.031250 Penalty: 3911.123291
	Iteration 6Q: 3 clusters Score -291435 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -291466.843750 Penalty: 3911.123291
	Iteration 7Q: 3 clusters Score -291466.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -291499.625000 Penalty: 3911.123291
	Iteration 8Q: 3 clusters Score -291499.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -291530.187500 Penalty: 3911.123291
	Iteration 9Q: 3 clusters Score -291530.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -291558.312500 Penalty: 3911.123291
	Iteration 10Q: 3 clusters Score -291558.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -291591.468750 Penalty: 3911.123291
	Iteration 11Q: 3 clusters Score -291591.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -291633.406250 Penalty: 3911.123291
	Iteration 12Q: 3 clusters Score -291633.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -291669.562500 Penalty: 3911.123291
	Iteration 13Q: 3 clusters Score -291669.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -291701.187500 Penalty: 3911.123291
	Iteration 14Q: 3 clusters Score -291701.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -291726.031250 Penalty: 3911.123291
	Iteration 15Q: 3 clusters Score -291726 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -291742.906250 Penalty: 3911.123291
	Iteration 16Q: 3 clusters Score -291742.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -291754.500000 Penalty: 3911.123291
	Iteration 17Q: 3 clusters Score -291754.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -291762.500000 Penalty: 3911.123291
	Iteration 18Q: 3 clusters Score -291762.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -291772.375000 Penalty: 3911.123291
	Iteration 19Q: 3 clusters Score -291772.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -291782.406250 Penalty: 3911.123291
	Iteration 20F: 3 clusters Score -291782.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -291791.125000 Penalty: 3911.123291
	Iteration 21Q: 3 clusters Score -291791.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -291802.281250 Penalty: 3911.123291
	Iteration 22Q: 3 clusters Score -291802.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -291807.968750 Penalty: 3911.123291
	Iteration 23Q: 3 clusters Score -291808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -291812.125000 Penalty: 3911.123291
	Iteration 24Q: 3 clusters Score -291812.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -291813.156250 Penalty: 3911.123291
	Iteration 25Q: 3 clusters Score -291813.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -291814.656250 Penalty: 3911.123291
	Iteration 26Q: 3 clusters Score -291814.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -291815.968750 Penalty: 3911.123291
	Iteration 27Q: 3 clusters Score -291816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -291817.062500 Penalty: 3911.123291
	Iteration 28Q: 3 clusters Score -291817.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -291819.718750 Penalty: 3911.123291
	Iteration 29Q: 3 clusters Score -291819.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -291823.812500 Penalty: 3911.123291
	Iteration 30Q: 3 clusters Score -291823.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -291824.468750 Penalty: 3911.123291
	Iteration 31Q: 3 clusters Score -291824.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -291825.156250 Penalty: 3911.123291
	Iteration 32Q: 3 clusters Score -291825.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -291825.156250 Penalty: 3911.123291
	Iteration 33F: 3 clusters Score -291825.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Entering Unmasked Estep 
Score: -622949.375000 Penalty: 2148.772705
	Iteration 0F: 2 clusters Score -622949.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -617960.625000 Penalty: 4297.545410
	Iteration 0F: 3 clusters Score -617960.6 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -619174.500000 Penalty: 4297.545410
	Iteration 1F: 3 clusters Score -619174.5 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -619469.875000 Penalty: 4297.545410
	Iteration 2F: 3 clusters Score -619469.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -619734.000000 Penalty: 4297.545410
	Iteration 3F: 3 clusters Score -619734 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -619995.625000 Penalty: 4297.545410
	Iteration 4F: 3 clusters Score -619995.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -620286.062500 Penalty: 4297.545410
	Iteration 5F: 3 clusters Score -620286.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -620588.812500 Penalty: 4297.545410
	Iteration 6F: 3 clusters Score -620588.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -620857.687500 Penalty: 4297.545410
	Iteration 7F: 3 clusters Score -620857.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -621082.812500 Penalty: 4297.545410
	Iteration 8Q: 3 clusters Score -621082.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -621245.125000 Penalty: 4297.545410
	Iteration 9Q: 3 clusters Score -621245.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -621400.937500 Penalty: 4297.545410
	Iteration 10Q: 3 clusters Score -621400.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -621581.125000 Penalty: 4297.545410
	Iteration 11Q: 3 clusters Score -621581.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -621795.375000 Penalty: 4297.545410
	Iteration 12Q: 3 clusters Score -621795.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -622183.187500 Penalty: 4297.545410
	Iteration 13Q: 3 clusters Score -622183.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -622781.437500 Penalty: 4297.545410
	Iteration 14Q: 3 clusters Score -622781.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -623084.500000 Penalty: 4297.545410
	Iteration 15Q: 3 clusters Score -623084.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -623162.500000 Penalty: 4297.545410
	Iteration 16Q: 3 clusters Score -623162.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -623185.687500 Penalty: 4297.545410
	Iteration 17Q: 3 clusters Score -623185.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -623189.062500 Penalty: 4297.545410
	Iteration 18Q: 3 clusters Score -623189.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -623190.187500 Penalty: 4297.545410
	Iteration 19Q: 3 clusters Score -623190.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -623191.312500 Penalty: 4297.545410
	Iteration 20F: 3 clusters Score -623191.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -623191.062500 Penalty: 4297.545410
	Iteration 21Q: 3 clusters Score -623191.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -623191.062500 Penalty: 4297.545410
	Iteration 22F: 3 clusters Score -623191.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 157033 members 
Mstep: Class 2 contains 2949 members 
Mstep: Class 3 contains 11994 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24570 members 
Mstep: Class 6 contains 72544 members 
Mstep: Class 7 contains 11654 members 
Mstep: Class 8 contains 1672 members 
Mstep: Class 9 contains 182286 members 
Mstep: Class 10 contains 12690 members 
Mstep: Class 11 contains 58845 members 
Mstep: Class 12 contains 2658 members 
Mstep: Class 13 contains 3718 members 
Mstep: Class 14 contains 45440 members 
Mstep: Class 15 contains 12286 members 
Mstep: Class 16 contains 7532 members 
Mstep: Class 17 contains 25309 members 
Mstep: Class 18 contains 103516 members 
Mstep: Class 19 contains 3045 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 39441 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8929 members 
Mstep: Class 25 contains 4289 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2213 members 
Mstep: Class 28 contains 14348 members 
Mstep: Class 29 contains 22943 members 
Mstep: Class 30 contains 3073 members 
Mstep: Class 31 contains 13339 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67671 members 
Mstep: Class 34 contains 26225 members 
Mstep: Class 35 contains 15189 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18899 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13931 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5771 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18809 members 
Mstep: Class 48 contains 3611 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33339 members 
Mstep: Class 52 contains 7844 members 
Mstep: Class 53 contains 2075 members 
Entering Unmasked Estep 
Score: -115180432.000000 Penalty: 182896.359375
Splitting cluster 13 changes total score from -115181576.000000 to -115180432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (45440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45440 members 
Entering Unmasked Estep 
Score: -4665313.000000 Penalty: 2659.588623
	Iteration 0F: 2 clusters Score -4665313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -4634587.500000 Penalty: 5319.177246
	Iteration 0F: 3 clusters Score -4634588 nChanged 20792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -4646396.000000 Penalty: 5319.177246
	Iteration 1F: 3 clusters Score -4646396 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -4647097.000000 Penalty: 5319.177246
	Iteration 2Q: 3 clusters Score -4647097 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -4647838.500000 Penalty: 5319.177246
	Iteration 3Q: 3 clusters Score -4647838 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -4648613.500000 Penalty: 5319.177246
	Iteration 4Q: 3 clusters Score -4648614 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -4649469.500000 Penalty: 5319.177246
	Iteration 5Q: 3 clusters Score -4649470 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -4650409.000000 Penalty: 5319.177246
	Iteration 6Q: 3 clusters Score -4650409 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -4651485.000000 Penalty: 5319.177246
	Iteration 7Q: 3 clusters Score -4651485 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -4652688.000000 Penalty: 5319.177246
	Iteration 8F: 3 clusters Score -4652688 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -4653923.000000 Penalty: 5319.177246
	Iteration 9F: 3 clusters Score -4653923 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -4655130.500000 Penalty: 5319.177246
	Iteration 10Q: 3 clusters Score -4655130 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -4656375.500000 Penalty: 5319.177246
	Iteration 11Q: 3 clusters Score -4656376 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -4657513.000000 Penalty: 5319.177246
	Iteration 12Q: 3 clusters Score -4657513 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -4658406.500000 Penalty: 5319.177246
	Iteration 13Q: 3 clusters Score -4658406 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -4659105.500000 Penalty: 5319.177246
	Iteration 14Q: 3 clusters Score -4659106 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32228 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -4659694.000000 Penalty: 5319.177246
	Iteration 15Q: 3 clusters Score -4659694 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -4660143.500000 Penalty: 5319.177246
	Iteration 16Q: 3 clusters Score -4660144 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -4660492.000000 Penalty: 5319.177246
	Iteration 17Q: 3 clusters Score -4660492 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -4660809.000000 Penalty: 5319.177246
	Iteration 18Q: 3 clusters Score -4660809 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35283 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -4661098.500000 Penalty: 5319.177246
	Iteration 19Q: 3 clusters Score -4661098 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -4661336.000000 Penalty: 5319.177246
	Iteration 20F: 3 clusters Score -4661336 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36543 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -4661538.500000 Penalty: 5319.177246
	Iteration 21Q: 3 clusters Score -4661538 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -4661749.500000 Penalty: 5319.177246
	Iteration 22Q: 3 clusters Score -4661750 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -4661939.500000 Penalty: 5319.177246
	Iteration 23Q: 3 clusters Score -4661940 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38145 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -4662141.500000 Penalty: 5319.177246
	Iteration 24Q: 3 clusters Score -4662142 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -4662350.000000 Penalty: 5319.177246
	Iteration 25Q: 3 clusters Score -4662350 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -4662577.500000 Penalty: 5319.177246
	Iteration 26Q: 3 clusters Score -4662578 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -4662857.500000 Penalty: 5319.177246
	Iteration 27Q: 3 clusters Score -4662858 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40038 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -4663164.000000 Penalty: 5319.177246
	Iteration 28Q: 3 clusters Score -4663164 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -4663378.500000 Penalty: 5319.177246
	Iteration 29Q: 3 clusters Score -4663378 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40777 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -4663556.500000 Penalty: 5319.177246
	Iteration 30Q: 3 clusters Score -4663556 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41053 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -4663692.000000 Penalty: 5319.177246
	Iteration 31Q: 3 clusters Score -4663692 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41314 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -4663799.000000 Penalty: 5319.177246
	Iteration 32Q: 3 clusters Score -4663799 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41554 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -4663881.500000 Penalty: 5319.177246
	Iteration 33Q: 3 clusters Score -4663882 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41750 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -4663944.500000 Penalty: 5319.177246
	Iteration 34Q: 3 clusters Score -4663944 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41894 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -4663979.000000 Penalty: 5319.177246
	Iteration 35Q: 3 clusters Score -4663979 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42001 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -4664008.000000 Penalty: 5319.177246
	Iteration 36Q: 3 clusters Score -4664008 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -4664027.000000 Penalty: 5319.177246
	Iteration 37Q: 3 clusters Score -4664027 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -4664043.000000 Penalty: 5319.177246
	Iteration 38Q: 3 clusters Score -4664043 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42234 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -4664067.000000 Penalty: 5319.177246
	Iteration 39Q: 3 clusters Score -4664067 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42286 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -4664076.000000 Penalty: 5319.177246
	Iteration 40F: 3 clusters Score -4664076 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42321 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -4664091.000000 Penalty: 5319.177246
	Iteration 41Q: 3 clusters Score -4664091 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42360 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -4664081.000000 Penalty: 5319.177246
	Iteration 42Q: 3 clusters Score -4664081 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42391 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -4664099.500000 Penalty: 5319.177246
	Iteration 43Q: 3 clusters Score -4664100 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -4664105.500000 Penalty: 5319.177246
	Iteration 44Q: 3 clusters Score -4664106 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42476 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -4664116.500000 Penalty: 5319.177246
	Iteration 45Q: 3 clusters Score -4664116 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42507 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -4664127.000000 Penalty: 5319.177246
	Iteration 46Q: 3 clusters Score -4664127 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -4664122.500000 Penalty: 5319.177246
	Iteration 47Q: 3 clusters Score -4664122 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42554 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -4664144.000000 Penalty: 5319.177246
	Iteration 48Q: 3 clusters Score -4664144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42572 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -4664142.000000 Penalty: 5319.177246
	Iteration 49Q: 3 clusters Score -4664142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42585 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -4664141.500000 Penalty: 5319.177246
	Iteration 50Q: 3 clusters Score -4664142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42595 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -4664143.000000 Penalty: 5319.177246
	Iteration 51Q: 3 clusters Score -4664143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42602 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -4664156.000000 Penalty: 5319.177246
	Iteration 52Q: 3 clusters Score -4664156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42611 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -4664143.500000 Penalty: 5319.177246
	Iteration 53Q: 3 clusters Score -4664144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42619 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -4664145.500000 Penalty: 5319.177246
	Iteration 54Q: 3 clusters Score -4664146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42625 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -4664139.000000 Penalty: 5319.177246
	Iteration 55Q: 3 clusters Score -4664139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42637 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -4664140.500000 Penalty: 5319.177246
	Iteration 56Q: 3 clusters Score -4664140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -4664143.000000 Penalty: 5319.177246
	Iteration 57Q: 3 clusters Score -4664143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42649 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -4664145.000000 Penalty: 5319.177246
	Iteration 58Q: 3 clusters Score -4664145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42652 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -4664148.000000 Penalty: 5319.177246
	Iteration 59Q: 3 clusters Score -4664148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42656 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -4664138.500000 Penalty: 5319.177246
	Iteration 60F: 3 clusters Score -4664138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42660 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -4664142.500000 Penalty: 5319.177246
	Iteration 61Q: 3 clusters Score -4664142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42665 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -4664146.500000 Penalty: 5319.177246
	Iteration 62Q: 3 clusters Score -4664146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42670 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -4664148.500000 Penalty: 5319.177246
	Iteration 63Q: 3 clusters Score -4664148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -4664148.000000 Penalty: 5319.177246
	Iteration 64Q: 3 clusters Score -4664148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42680 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -4664153.500000 Penalty: 5319.177246
	Iteration 65Q: 3 clusters Score -4664154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42681 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -4664155.500000 Penalty: 5319.177246
	Iteration 66Q: 3 clusters Score -4664156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -4664155.000000 Penalty: 5319.177246
	Iteration 67Q: 3 clusters Score -4664155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42684 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -4664151.000000 Penalty: 5319.177246
	Iteration 68Q: 3 clusters Score -4664151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42685 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -4664153.000000 Penalty: 5319.177246
	Iteration 69Q: 3 clusters Score -4664153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42685 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -4664153.000000 Penalty: 5319.177246
	Iteration 70F: 3 clusters Score -4664153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Entering Unmasked Estep 
Score: -1352676.250000 Penalty: 2335.221436
	Iteration 0F: 2 clusters Score -1352676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1343621.250000 Penalty: 4670.442871
	Iteration 0F: 3 clusters Score -1343621 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1346412.875000 Penalty: 4670.442871
	Iteration 1F: 3 clusters Score -1346413 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1346772.125000 Penalty: 4670.442871
	Iteration 2F: 3 clusters Score -1346772 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1347013.375000 Penalty: 4670.442871
	Iteration 3Q: 3 clusters Score -1347013 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1347205.250000 Penalty: 4670.442871
	Iteration 4Q: 3 clusters Score -1347205 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1347372.125000 Penalty: 4670.442871
	Iteration 5Q: 3 clusters Score -1347372 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1347544.500000 Penalty: 4670.442871
	Iteration 6Q: 3 clusters Score -1347544 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1347714.000000 Penalty: 4670.442871
	Iteration 7Q: 3 clusters Score -1347714 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1347887.500000 Penalty: 4670.442871
	Iteration 8Q: 3 clusters Score -1347888 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1348096.875000 Penalty: 4670.442871
	Iteration 9Q: 3 clusters Score -1348097 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1348313.375000 Penalty: 4670.442871
	Iteration 10Q: 3 clusters Score -1348313 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1348521.500000 Penalty: 4670.442871
	Iteration 11Q: 3 clusters Score -1348522 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1348768.875000 Penalty: 4670.442871
	Iteration 12Q: 3 clusters Score -1348769 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1349021.875000 Penalty: 4670.442871
	Iteration 13Q: 3 clusters Score -1349022 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1349299.500000 Penalty: 4670.442871
	Iteration 14Q: 3 clusters Score -1349300 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1349587.375000 Penalty: 4670.442871
	Iteration 15Q: 3 clusters Score -1349587 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1349894.875000 Penalty: 4670.442871
	Iteration 16Q: 3 clusters Score -1349895 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1350131.875000 Penalty: 4670.442871
	Iteration 17Q: 3 clusters Score -1350132 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1350319.000000 Penalty: 4670.442871
	Iteration 18Q: 3 clusters Score -1350319 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1350450.625000 Penalty: 4670.442871
	Iteration 19Q: 3 clusters Score -1350451 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1350550.750000 Penalty: 4670.442871
	Iteration 20F: 3 clusters Score -1350551 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1350633.625000 Penalty: 4670.442871
	Iteration 21Q: 3 clusters Score -1350634 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1350685.125000 Penalty: 4670.442871
	Iteration 22Q: 3 clusters Score -1350685 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1350722.625000 Penalty: 4670.442871
	Iteration 23Q: 3 clusters Score -1350723 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1350752.500000 Penalty: 4670.442871
	Iteration 24Q: 3 clusters Score -1350752 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1350774.125000 Penalty: 4670.442871
	Iteration 25Q: 3 clusters Score -1350774 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1350793.250000 Penalty: 4670.442871
	Iteration 26Q: 3 clusters Score -1350793 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1350807.125000 Penalty: 4670.442871
	Iteration 27Q: 3 clusters Score -1350807 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1350816.375000 Penalty: 4670.442871
	Iteration 28Q: 3 clusters Score -1350816 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1350836.000000 Penalty: 4670.442871
	Iteration 29Q: 3 clusters Score -1350836 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1350847.750000 Penalty: 4670.442871
	Iteration 30Q: 3 clusters Score -1350848 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1350854.500000 Penalty: 4670.442871
	Iteration 31Q: 3 clusters Score -1350854 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1350866.250000 Penalty: 4670.442871
	Iteration 32Q: 3 clusters Score -1350866 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1350873.000000 Penalty: 4670.442871
	Iteration 33Q: 3 clusters Score -1350873 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1350883.000000 Penalty: 4670.442871
	Iteration 34Q: 3 clusters Score -1350883 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1350882.500000 Penalty: 4670.442871
	Iteration 35Q: 3 clusters Score -1350882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1350892.750000 Penalty: 4670.442871
	Iteration 36Q: 3 clusters Score -1350893 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1350895.000000 Penalty: 4670.442871
	Iteration 37Q: 3 clusters Score -1350895 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1350901.000000 Penalty: 4670.442871
	Iteration 38Q: 3 clusters Score -1350901 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1350899.250000 Penalty: 4670.442871
	Iteration 39Q: 3 clusters Score -1350899 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1350902.000000 Penalty: 4670.442871
	Iteration 40F: 3 clusters Score -1350902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1350907.375000 Penalty: 4670.442871
	Iteration 41Q: 3 clusters Score -1350907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1350910.125000 Penalty: 4670.442871
	Iteration 42Q: 3 clusters Score -1350910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1350910.375000 Penalty: 4670.442871
	Iteration 43Q: 3 clusters Score -1350910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1350916.375000 Penalty: 4670.442871
	Iteration 44Q: 3 clusters Score -1350916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1350921.125000 Penalty: 4670.442871
	Iteration 45Q: 3 clusters Score -1350921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1350923.375000 Penalty: 4670.442871
	Iteration 46Q: 3 clusters Score -1350923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1350923.250000 Penalty: 4670.442871
	Iteration 47Q: 3 clusters Score -1350923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1350925.500000 Penalty: 4670.442871
	Iteration 48Q: 3 clusters Score -1350926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1350929.750000 Penalty: 4670.442871
	Iteration 49Q: 3 clusters Score -1350930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1350930.000000 Penalty: 4670.442871
	Iteration 50Q: 3 clusters Score -1350930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1350937.625000 Penalty: 4670.442871
	Iteration 51Q: 3 clusters Score -1350938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1350940.375000 Penalty: 4670.442871
	Iteration 52Q: 3 clusters Score -1350940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1350941.375000 Penalty: 4670.442871
	Iteration 53Q: 3 clusters Score -1350941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1350944.625000 Penalty: 4670.442871
	Iteration 54Q: 3 clusters Score -1350945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1350945.125000 Penalty: 4670.442871
	Iteration 55Q: 3 clusters Score -1350945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1350942.375000 Penalty: 4670.442871
	Iteration 56Q: 3 clusters Score -1350942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1350944.750000 Penalty: 4670.442871
	Iteration 57Q: 3 clusters Score -1350945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1350945.125000 Penalty: 4670.442871
	Iteration 58Q: 3 clusters Score -1350945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1350945.250000 Penalty: 4670.442871
	Iteration 59Q: 3 clusters Score -1350945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1350944.625000 Penalty: 4670.442871
	Iteration 60F: 3 clusters Score -1350945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1350945.625000 Penalty: 4670.442871
	Iteration 61Q: 3 clusters Score -1350946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1350943.875000 Penalty: 4670.442871
	Iteration 62Q: 3 clusters Score -1350944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1350943.875000 Penalty: 4670.442871
	Iteration 63F: 3 clusters Score -1350944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Entering Unmasked Estep 
Score: -824840.312500 Penalty: 2213.875244
	Iteration 0F: 2 clusters Score -824840.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -818693.750000 Penalty: 4427.750488
	Iteration 0F: 3 clusters Score -818693.8 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -820324.500000 Penalty: 4427.750488
	Iteration 1F: 3 clusters Score -820324.5 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -820610.625000 Penalty: 4427.750488
	Iteration 2F: 3 clusters Score -820610.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -820820.250000 Penalty: 4427.750488
	Iteration 3F: 3 clusters Score -820820.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -820984.000000 Penalty: 4427.750488
	Iteration 4Q: 3 clusters Score -820984 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -821123.625000 Penalty: 4427.750488
	Iteration 5Q: 3 clusters Score -821123.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -821227.312500 Penalty: 4427.750488
	Iteration 6Q: 3 clusters Score -821227.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -821303.375000 Penalty: 4427.750488
	Iteration 7Q: 3 clusters Score -821303.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -821370.437500 Penalty: 4427.750488
	Iteration 8Q: 3 clusters Score -821370.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -821438.000000 Penalty: 4427.750488
	Iteration 9Q: 3 clusters Score -821438 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -821495.375000 Penalty: 4427.750488
	Iteration 10Q: 3 clusters Score -821495.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -821542.562500 Penalty: 4427.750488
	Iteration 11Q: 3 clusters Score -821542.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -821595.937500 Penalty: 4427.750488
	Iteration 12Q: 3 clusters Score -821595.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -821669.375000 Penalty: 4427.750488
	Iteration 13Q: 3 clusters Score -821669.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -821760.437500 Penalty: 4427.750488
	Iteration 14Q: 3 clusters Score -821760.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -821867.500000 Penalty: 4427.750488
	Iteration 15Q: 3 clusters Score -821867.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -821982.375000 Penalty: 4427.750488
	Iteration 16Q: 3 clusters Score -821982.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -822114.625000 Penalty: 4427.750488
	Iteration 17Q: 3 clusters Score -822114.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -822283.187500 Penalty: 4427.750488
	Iteration 18Q: 3 clusters Score -822283.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -822465.937500 Penalty: 4427.750488
	Iteration 19Q: 3 clusters Score -822465.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -822645.625000 Penalty: 4427.750488
	Iteration 20F: 3 clusters Score -822645.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -822823.187500 Penalty: 4427.750488
	Iteration 21Q: 3 clusters Score -822823.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -823017.375000 Penalty: 4427.750488
	Iteration 22Q: 3 clusters Score -823017.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -823224.437500 Penalty: 4427.750488
	Iteration 23Q: 3 clusters Score -823224.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -823369.687500 Penalty: 4427.750488
	Iteration 24Q: 3 clusters Score -823369.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -823454.562500 Penalty: 4427.750488
	Iteration 25Q: 3 clusters Score -823454.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -823512.250000 Penalty: 4427.750488
	Iteration 26Q: 3 clusters Score -823512.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -823554.625000 Penalty: 4427.750488
	Iteration 27Q: 3 clusters Score -823554.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -823583.062500 Penalty: 4427.750488
	Iteration 28Q: 3 clusters Score -823583.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -823600.250000 Penalty: 4427.750488
	Iteration 29Q: 3 clusters Score -823600.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -823610.500000 Penalty: 4427.750488
	Iteration 30Q: 3 clusters Score -823610.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -823616.000000 Penalty: 4427.750488
	Iteration 31Q: 3 clusters Score -823616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -823623.937500 Penalty: 4427.750488
	Iteration 32Q: 3 clusters Score -823623.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -823633.250000 Penalty: 4427.750488
	Iteration 33Q: 3 clusters Score -823633.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -823638.125000 Penalty: 4427.750488
	Iteration 34Q: 3 clusters Score -823638.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -823646.312500 Penalty: 4427.750488
	Iteration 35Q: 3 clusters Score -823646.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -823652.062500 Penalty: 4427.750488
	Iteration 36Q: 3 clusters Score -823652.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -823656.625000 Penalty: 4427.750488
	Iteration 37Q: 3 clusters Score -823656.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -823665.000000 Penalty: 4427.750488
	Iteration 38Q: 3 clusters Score -823665 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -823677.125000 Penalty: 4427.750488
	Iteration 39Q: 3 clusters Score -823677.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -823688.937500 Penalty: 4427.750488
	Iteration 40F: 3 clusters Score -823688.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -823695.500000 Penalty: 4427.750488
	Iteration 41Q: 3 clusters Score -823695.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -823708.812500 Penalty: 4427.750488
	Iteration 42Q: 3 clusters Score -823708.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -823716.125000 Penalty: 4427.750488
	Iteration 43Q: 3 clusters Score -823716.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -823725.625000 Penalty: 4427.750488
	Iteration 44Q: 3 clusters Score -823725.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -823735.250000 Penalty: 4427.750488
	Iteration 45Q: 3 clusters Score -823735.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -823749.125000 Penalty: 4427.750488
	Iteration 46Q: 3 clusters Score -823749.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -823768.062500 Penalty: 4427.750488
	Iteration 47Q: 3 clusters Score -823768.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -823789.125000 Penalty: 4427.750488
	Iteration 48Q: 3 clusters Score -823789.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -823806.312500 Penalty: 4427.750488
	Iteration 49Q: 3 clusters Score -823806.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -823828.812500 Penalty: 4427.750488
	Iteration 50Q: 3 clusters Score -823828.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -823858.562500 Penalty: 4427.750488
	Iteration 51Q: 3 clusters Score -823858.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -823877.312500 Penalty: 4427.750488
	Iteration 52Q: 3 clusters Score -823877.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -823894.187500 Penalty: 4427.750488
	Iteration 53Q: 3 clusters Score -823894.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -823918.687500 Penalty: 4427.750488
	Iteration 54Q: 3 clusters Score -823918.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -823943.000000 Penalty: 4427.750488
	Iteration 55Q: 3 clusters Score -823943 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -823980.000000 Penalty: 4427.750488
	Iteration 56Q: 3 clusters Score -823980 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -824052.500000 Penalty: 4427.750488
	Iteration 57Q: 3 clusters Score -824052.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -824183.500000 Penalty: 4427.750488
	Iteration 58Q: 3 clusters Score -824183.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -824283.312500 Penalty: 4427.750488
	Iteration 59Q: 3 clusters Score -824283.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -824326.812500 Penalty: 4427.750488
	Iteration 60F: 3 clusters Score -824326.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -824343.000000 Penalty: 4427.750488
	Iteration 61Q: 3 clusters Score -824343 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -824349.625000 Penalty: 4427.750488
	Iteration 62Q: 3 clusters Score -824349.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -824352.000000 Penalty: 4427.750488
	Iteration 63Q: 3 clusters Score -824352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -824354.062500 Penalty: 4427.750488
	Iteration 64Q: 3 clusters Score -824354.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -824357.125000 Penalty: 4427.750488
	Iteration 65Q: 3 clusters Score -824357.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -824358.562500 Penalty: 4427.750488
	Iteration 66Q: 3 clusters Score -824358.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -824357.437500 Penalty: 4427.750488
	Iteration 67Q: 3 clusters Score -824357.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -824357.437500 Penalty: 4427.750488
	Iteration 68F: 3 clusters Score -824357.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Entering Unmasked Estep 
Score: -2607336.000000 Penalty: 2514.450928
	Iteration 0F: 2 clusters Score -2607336 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 12696 members 
Entering Unmasked Estep 
Score: -2589839.250000 Penalty: 5028.901855
	Iteration 0F: 3 clusters Score -2589839 nChanged 11391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -2596133.500000 Penalty: 5028.901855
	Iteration 1F: 3 clusters Score -2596134 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -2596739.000000 Penalty: 5028.901855
	Iteration 2F: 3 clusters Score -2596739 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -2597383.000000 Penalty: 5028.901855
	Iteration 3F: 3 clusters Score -2597383 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -2598113.750000 Penalty: 5028.901855
	Iteration 4F: 3 clusters Score -2598114 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -2598920.000000 Penalty: 5028.901855
	Iteration 5F: 3 clusters Score -2598920 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -2599831.250000 Penalty: 5028.901855
	Iteration 6F: 3 clusters Score -2599831 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -2600787.750000 Penalty: 5028.901855
	Iteration 7F: 3 clusters Score -2600788 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -2601611.250000 Penalty: 5028.901855
	Iteration 8F: 3 clusters Score -2601611 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -2602227.250000 Penalty: 5028.901855
	Iteration 9Q: 3 clusters Score -2602227 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -2602636.250000 Penalty: 5028.901855
	Iteration 10Q: 3 clusters Score -2602636 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -2602920.750000 Penalty: 5028.901855
	Iteration 11Q: 3 clusters Score -2602921 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -2603099.750000 Penalty: 5028.901855
	Iteration 12Q: 3 clusters Score -2603100 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -2603221.000000 Penalty: 5028.901855
	Iteration 13Q: 3 clusters Score -2603221 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -2603298.000000 Penalty: 5028.901855
	Iteration 14Q: 3 clusters Score -2603298 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -2603361.250000 Penalty: 5028.901855
	Iteration 15Q: 3 clusters Score -2603361 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -2603399.750000 Penalty: 5028.901855
	Iteration 16Q: 3 clusters Score -2603400 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2603441.750000 Penalty: 5028.901855
	Iteration 17Q: 3 clusters Score -2603442 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -2603469.750000 Penalty: 5028.901855
	Iteration 18Q: 3 clusters Score -2603470 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -2603482.750000 Penalty: 5028.901855
	Iteration 19Q: 3 clusters Score -2603483 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -2603517.000000 Penalty: 5028.901855
	Iteration 20F: 3 clusters Score -2603517 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -2603543.500000 Penalty: 5028.901855
	Iteration 21Q: 3 clusters Score -2603544 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -2603580.000000 Penalty: 5028.901855
	Iteration 22Q: 3 clusters Score -2603580 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -2603602.750000 Penalty: 5028.901855
	Iteration 23Q: 3 clusters Score -2603603 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -2603621.500000 Penalty: 5028.901855
	Iteration 24Q: 3 clusters Score -2603622 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -2603633.500000 Penalty: 5028.901855
	Iteration 25Q: 3 clusters Score -2603634 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -2603647.500000 Penalty: 5028.901855
	Iteration 26Q: 3 clusters Score -2603648 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -2603665.000000 Penalty: 5028.901855
	Iteration 27Q: 3 clusters Score -2603665 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -2603664.250000 Penalty: 5028.901855
	Iteration 28Q: 3 clusters Score -2603664 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -2603686.500000 Penalty: 5028.901855
	Iteration 29Q: 3 clusters Score -2603686 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -2603696.000000 Penalty: 5028.901855
	Iteration 30Q: 3 clusters Score -2603696 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -2603714.000000 Penalty: 5028.901855
	Iteration 31Q: 3 clusters Score -2603714 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2603719.750000 Penalty: 5028.901855
	Iteration 32Q: 3 clusters Score -2603720 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -2603726.250000 Penalty: 5028.901855
	Iteration 33Q: 3 clusters Score -2603726 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -2603739.250000 Penalty: 5028.901855
	Iteration 34Q: 3 clusters Score -2603739 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -2603752.750000 Penalty: 5028.901855
	Iteration 35Q: 3 clusters Score -2603753 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -2603763.250000 Penalty: 5028.901855
	Iteration 36Q: 3 clusters Score -2603763 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -2603781.500000 Penalty: 5028.901855
	Iteration 37Q: 3 clusters Score -2603782 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -2603794.250000 Penalty: 5028.901855
	Iteration 38Q: 3 clusters Score -2603794 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -2603809.500000 Penalty: 5028.901855
	Iteration 39Q: 3 clusters Score -2603810 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -2603826.750000 Penalty: 5028.901855
	Iteration 40F: 3 clusters Score -2603827 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -2603846.500000 Penalty: 5028.901855
	Iteration 41Q: 3 clusters Score -2603846 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -2603865.750000 Penalty: 5028.901855
	Iteration 42Q: 3 clusters Score -2603866 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -2603886.250000 Penalty: 5028.901855
	Iteration 43Q: 3 clusters Score -2603886 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -2603891.250000 Penalty: 5028.901855
	Iteration 44Q: 3 clusters Score -2603891 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -2603903.750000 Penalty: 5028.901855
	Iteration 45Q: 3 clusters Score -2603904 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -2603929.250000 Penalty: 5028.901855
	Iteration 46Q: 3 clusters Score -2603929 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -2603942.750000 Penalty: 5028.901855
	Iteration 47Q: 3 clusters Score -2603943 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -2603956.750000 Penalty: 5028.901855
	Iteration 48Q: 3 clusters Score -2603957 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2603966 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -2603981.500000 Penalty: 5028.901855
	Iteration 50Q: 3 clusters Score -2603982 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2603992.250000 Penalty: 5028.901855
	Iteration 51Q: 3 clusters Score -2603992 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -2604004.000000 Penalty: 5028.901855
	Iteration 52Q: 3 clusters Score -2604004 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -2604040.250000 Penalty: 5028.901855
	Iteration 53Q: 3 clusters Score -2604040 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -2604044.750000 Penalty: 5028.901855
	Iteration 54Q: 3 clusters Score -2604045 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2604062 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -2604069.750000 Penalty: 5028.901855
	Iteration 56Q: 3 clusters Score -2604070 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -2604088.750000 Penalty: 5028.901855
	Iteration 57Q: 3 clusters Score -2604089 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -2604118.000000 Penalty: 5028.901855
	Iteration 58Q: 3 clusters Score -2604118 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -2604145.750000 Penalty: 5028.901855
	Iteration 59Q: 3 clusters Score -2604146 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -2604148.000000 Penalty: 5028.901855
	Iteration 60F: 3 clusters Score -2604148 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -2604162.500000 Penalty: 5028.901855
	Iteration 61Q: 3 clusters Score -2604162 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2604177.000000 Penalty: 5028.901855
	Iteration 62Q: 3 clusters Score -2604177 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -2604194.000000 Penalty: 5028.901855
	Iteration 63Q: 3 clusters Score -2604194 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -2604227.250000 Penalty: 5028.901855
	Iteration 64Q: 3 clusters Score -2604227 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -2604242.500000 Penalty: 5028.901855
	Iteration 65Q: 3 clusters Score -2604242 nChanged 121
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Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -2604258.250000 Penalty: 5028.901855
	Iteration 66Q: 3 clusters Score -2604258 nChanged 136
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Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -2604280.000000 Penalty: 5028.901855
	Iteration 67Q: 3 clusters Score -2604280 nChanged 106
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Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -2604296.000000 Penalty: 5028.901855
	Iteration 68Q: 3 clusters Score -2604296 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -2604320.000000 Penalty: 5028.901855
	Iteration 69Q: 3 clusters Score -2604320 nChanged 116
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -2604330.750000 Penalty: 5028.901855
	Iteration 70Q: 3 clusters Score -2604331 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -2604357.750000 Penalty: 5028.901855
	Iteration 71Q: 3 clusters Score -2604358 nChanged 119
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -2604394.750000 Penalty: 5028.901855
	Iteration 72Q: 3 clusters Score -2604395 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -2604424.000000 Penalty: 5028.901855
	Iteration 73Q: 3 clusters Score -2604424 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -2604470.750000 Penalty: 5028.901855
	Iteration 74Q: 3 clusters Score -2604471 nChanged 167
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Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -2604504.000000 Penalty: 5028.901855
	Iteration 75Q: 3 clusters Score -2604504 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -2604557.250000 Penalty: 5028.901855
	Iteration 76Q: 3 clusters Score -2604557 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2604586 nChanged 161
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -2604626.750000 Penalty: 5028.901855
	Iteration 78Q: 3 clusters Score -2604627 nChanged 185
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -2604684.750000 Penalty: 5028.901855
	Iteration 79Q: 3 clusters Score -2604685 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -2604743.750000 Penalty: 5028.901855
	Iteration 80F: 3 clusters Score -2604744 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -2604811.750000 Penalty: 5028.901855
	Iteration 81Q: 3 clusters Score -2604812 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2604864 nChanged 191
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Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2604926 nChanged 173
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Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2604970 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -2605009.750000 Penalty: 5028.901855
	Iteration 85Q: 3 clusters Score -2605010 nChanged 136
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Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -2605035.250000 Penalty: 5028.901855
	Iteration 86Q: 3 clusters Score -2605035 nChanged 99
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -2605063.250000 Penalty: 5028.901855
	Iteration 87Q: 3 clusters Score -2605063 nChanged 95
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Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2605072 nChanged 82
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Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2605079 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -2605107.000000 Penalty: 5028.901855
	Iteration 90Q: 3 clusters Score -2605107 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -2605118.750000 Penalty: 5028.901855
	Iteration 91Q: 3 clusters Score -2605119 nChanged 48
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Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -2605122.000000 Penalty: 5028.901855
	Iteration 92Q: 3 clusters Score -2605122 nChanged 52
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Mstep: Class 1 contains 4855 members 
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Entering Unmasked Estep 
Score: -2605116.750000 Penalty: 5028.901855
	Iteration 93Q: 3 clusters Score -2605117 nChanged 39
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Mstep: Class 1 contains 4820 members 
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Entering Unmasked Estep 
Score: -2605126.750000 Penalty: 5028.901855
	Iteration 94Q: 3 clusters Score -2605127 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -2605132.250000 Penalty: 5028.901855
	Iteration 95Q: 3 clusters Score -2605132 nChanged 39
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Mstep: Class 1 contains 4752 members 
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Entering Unmasked Estep 
Score: -2605135.750000 Penalty: 5028.901855
	Iteration 96Q: 3 clusters Score -2605136 nChanged 46
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Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -2605150.250000 Penalty: 5028.901855
	Iteration 97Q: 3 clusters Score -2605150 nChanged 47
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Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -2605158.500000 Penalty: 5028.901855
	Iteration 98Q: 3 clusters Score -2605158 nChanged 40
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Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -2605163.750000 Penalty: 5028.901855
	Iteration 99Q: 3 clusters Score -2605164 nChanged 38
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Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -2605173.250000 Penalty: 5028.901855
	Iteration 100F: 3 clusters Score -2605173 nChanged 44
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Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -2605179.000000 Penalty: 5028.901855
	Iteration 101Q: 3 clusters Score -2605179 nChanged 36
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Mstep: Class 1 contains 4519 members 
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Entering Unmasked Estep 
Score: -2605181.250000 Penalty: 5028.901855
	Iteration 102Q: 3 clusters Score -2605181 nChanged 39
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Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -2605186.750000 Penalty: 5028.901855
	Iteration 103Q: 3 clusters Score -2605187 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -2605193.750000 Penalty: 5028.901855
	Iteration 104Q: 3 clusters Score -2605194 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -2605202.000000 Penalty: 5028.901855
	Iteration 105Q: 3 clusters Score -2605202 nChanged 41
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Mstep: Class 1 contains 4360 members 
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Entering Unmasked Estep 
Score: -2605205.250000 Penalty: 5028.901855
	Iteration 106Q: 3 clusters Score -2605205 nChanged 39
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Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -2605206.000000 Penalty: 5028.901855
	Iteration 107Q: 3 clusters Score -2605206 nChanged 38
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Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -2605210.750000 Penalty: 5028.901855
	Iteration 108Q: 3 clusters Score -2605211 nChanged 34
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Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -2605219.500000 Penalty: 5028.901855
	Iteration 109Q: 3 clusters Score -2605220 nChanged 36
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Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -2605222.250000 Penalty: 5028.901855
	Iteration 110Q: 3 clusters Score -2605222 nChanged 44
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Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -2605239.250000 Penalty: 5028.901855
	Iteration 111Q: 3 clusters Score -2605239 nChanged 49
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Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -2605240.250000 Penalty: 5028.901855
	Iteration 112Q: 3 clusters Score -2605240 nChanged 41
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Mstep: Class 1 contains 4089 members 
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Entering Unmasked Estep 
Score: -2605247.250000 Penalty: 5028.901855
	Iteration 113Q: 3 clusters Score -2605247 nChanged 38
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Mstep: Class 1 contains 4051 members 
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Entering Unmasked Estep 
Score: -2605256.250000 Penalty: 5028.901855
	Iteration 114Q: 3 clusters Score -2605256 nChanged 39
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Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -2605255.250000 Penalty: 5028.901855
	Iteration 115Q: 3 clusters Score -2605255 nChanged 37
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Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -2605268.000000 Penalty: 5028.901855
	Iteration 116Q: 3 clusters Score -2605268 nChanged 27
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Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -2605271.000000 Penalty: 5028.901855
	Iteration 117Q: 3 clusters Score -2605271 nChanged 29
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Mstep: Class 1 contains 3921 members 
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Entering Unmasked Estep 
Score: -2605279.250000 Penalty: 5028.901855
	Iteration 118Q: 3 clusters Score -2605279 nChanged 30
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Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -2605286.000000 Penalty: 5028.901855
	Iteration 119Q: 3 clusters Score -2605286 nChanged 24
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Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -2605287.750000 Penalty: 5028.901855
	Iteration 120F: 3 clusters Score -2605288 nChanged 17
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Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2605289 nChanged 14
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Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2605289 nChanged 22
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Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2605291 nChanged 23
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Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2605289 nChanged 21
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Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2605291 nChanged 28
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Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -2605296.250000 Penalty: 5028.901855
	Iteration 126Q: 3 clusters Score -2605296 nChanged 30
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Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -2605302.000000 Penalty: 5028.901855
	Iteration 127Q: 3 clusters Score -2605302 nChanged 31
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Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -2605307.750000 Penalty: 5028.901855
	Iteration 128Q: 3 clusters Score -2605308 nChanged 26
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Entering Unmasked Estep 
Score: -2605318.250000 Penalty: 5028.901855
	Iteration 129Q: 3 clusters Score -2605318 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -2605330.750000 Penalty: 5028.901855
	Iteration 130Q: 3 clusters Score -2605331 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -2605333.250000 Penalty: 5028.901855
	Iteration 131Q: 3 clusters Score -2605333 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -2605332.000000 Penalty: 5028.901855
	Iteration 132Q: 3 clusters Score -2605332 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -2605334.250000 Penalty: 5028.901855
	Iteration 133Q: 3 clusters Score -2605334 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -2605342.500000 Penalty: 5028.901855
	Iteration 134Q: 3 clusters Score -2605342 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -2605353.500000 Penalty: 5028.901855
	Iteration 135Q: 3 clusters Score -2605354 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -2605359.500000 Penalty: 5028.901855
	Iteration 136Q: 3 clusters Score -2605360 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -2605357.750000 Penalty: 5028.901855
	Iteration 137Q: 3 clusters Score -2605358 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -2605366.250000 Penalty: 5028.901855
	Iteration 138Q: 3 clusters Score -2605366 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -2605372.250000 Penalty: 5028.901855
	Iteration 139Q: 3 clusters Score -2605372 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -2605372.000000 Penalty: 5028.901855
	Iteration 140F: 3 clusters Score -2605372 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -2605382.750000 Penalty: 5028.901855
	Iteration 141Q: 3 clusters Score -2605383 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -2605377.500000 Penalty: 5028.901855
	Iteration 142Q: 3 clusters Score -2605378 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -2605382.000000 Penalty: 5028.901855
	Iteration 143Q: 3 clusters Score -2605382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -2605379.500000 Penalty: 5028.901855
	Iteration 144Q: 3 clusters Score -2605380 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -2605382.750000 Penalty: 5028.901855
	Iteration 145Q: 3 clusters Score -2605383 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -2605385.250000 Penalty: 5028.901855
	Iteration 146Q: 3 clusters Score -2605385 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -2605400.750000 Penalty: 5028.901855
	Iteration 147Q: 3 clusters Score -2605401 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -2605403.250000 Penalty: 5028.901855
	Iteration 148Q: 3 clusters Score -2605403 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -2605408.500000 Penalty: 5028.901855
	Iteration 149Q: 3 clusters Score -2605408 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -2605405.500000 Penalty: 5028.901855
	Iteration 150Q: 3 clusters Score -2605406 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -2605421.000000 Penalty: 5028.901855
	Iteration 151Q: 3 clusters Score -2605421 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -2605425.750000 Penalty: 5028.901855
	Iteration 152Q: 3 clusters Score -2605426 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -2605423.250000 Penalty: 5028.901855
	Iteration 153Q: 3 clusters Score -2605423 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -2605431.750000 Penalty: 5028.901855
	Iteration 154Q: 3 clusters Score -2605432 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -2605432.500000 Penalty: 5028.901855
	Iteration 155Q: 3 clusters Score -2605432 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -2605438.750000 Penalty: 5028.901855
	Iteration 156Q: 3 clusters Score -2605439 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -2605451.250000 Penalty: 5028.901855
	Iteration 157Q: 3 clusters Score -2605451 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -2605454.750000 Penalty: 5028.901855
	Iteration 158Q: 3 clusters Score -2605455 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -2605464.250000 Penalty: 5028.901855
	Iteration 159Q: 3 clusters Score -2605464 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -2605479.250000 Penalty: 5028.901855
	Iteration 160F: 3 clusters Score -2605479 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -2605481.500000 Penalty: 5028.901855
	Iteration 161Q: 3 clusters Score -2605482 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -2605481.500000 Penalty: 5028.901855
	Iteration 162Q: 3 clusters Score -2605482 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -2605482.500000 Penalty: 5028.901855
	Iteration 163Q: 3 clusters Score -2605482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -2605483.250000 Penalty: 5028.901855
	Iteration 164Q: 3 clusters Score -2605483 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -2605491.250000 Penalty: 5028.901855
	Iteration 165Q: 3 clusters Score -2605491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -2605493.000000 Penalty: 5028.901855
	Iteration 166Q: 3 clusters Score -2605493 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -2605497.750000 Penalty: 5028.901855
	Iteration 167Q: 3 clusters Score -2605498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -2605503.500000 Penalty: 5028.901855
	Iteration 168Q: 3 clusters Score -2605504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -2605503.750000 Penalty: 5028.901855
	Iteration 169Q: 3 clusters Score -2605504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -2605510.250000 Penalty: 5028.901855
	Iteration 170Q: 3 clusters Score -2605510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -2605510.250000 Penalty: 5028.901855
	Iteration 171Q: 3 clusters Score -2605510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -2605504.500000 Penalty: 5028.901855
	Iteration 172Q: 3 clusters Score -2605504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -2605510.750000 Penalty: 5028.901855
	Iteration 173Q: 3 clusters Score -2605511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -2605516.250000 Penalty: 5028.901855
	Iteration 174Q: 3 clusters Score -2605516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -2605519.000000 Penalty: 5028.901855
	Iteration 175Q: 3 clusters Score -2605519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -2605519.500000 Penalty: 5028.901855
	Iteration 176Q: 3 clusters Score -2605520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -2605516.750000 Penalty: 5028.901855
	Iteration 177Q: 3 clusters Score -2605517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -2605520.000000 Penalty: 5028.901855
	Iteration 178Q: 3 clusters Score -2605520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -2605518.750000 Penalty: 5028.901855
	Iteration 179Q: 3 clusters Score -2605519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -2605520.500000 Penalty: 5028.901855
	Iteration 180F: 3 clusters Score -2605520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -2605518.000000 Penalty: 5028.901855
	Iteration 181Q: 3 clusters Score -2605518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -2605517.500000 Penalty: 5028.901855
	Iteration 182Q: 3 clusters Score -2605518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -2605518.750000 Penalty: 5028.901855
	Iteration 183Q: 3 clusters Score -2605519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -2605520.500000 Penalty: 5028.901855
	Iteration 184Q: 3 clusters Score -2605520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -2605521.000000 Penalty: 5028.901855
	Iteration 185Q: 3 clusters Score -2605521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -2605520.500000 Penalty: 5028.901855
	Iteration 186Q: 3 clusters Score -2605520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -2605520.500000 Penalty: 5028.901855
	Iteration 187F: 3 clusters Score -2605520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (103516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103516 members 
Entering Unmasked Estep 
Score: -11403777.000000 Penalty: 2863.775391
	Iteration 0F: 2 clusters Score -1.140378e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51716 members 
Mstep: Class 2 contains 51800 members 
Entering Unmasked Estep 
Score: -11334424.000000 Penalty: 5727.550781
	Iteration 0F: 3 clusters Score -1.133442e+07 nChanged 49147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51063 members 
Mstep: Class 2 contains 52453 members 
Entering Unmasked Estep 
Score: -11362240.000000 Penalty: 5727.550781
	Iteration 1F: 3 clusters Score -1.136224e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50749 members 
Mstep: Class 2 contains 52767 members 
Entering Unmasked Estep 
Score: -11362960.000000 Penalty: 5727.550781
	Iteration 2Q: 3 clusters Score -1.136296e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50302 members 
Mstep: Class 2 contains 53214 members 
Entering Unmasked Estep 
Score: -11363648.000000 Penalty: 5727.550781
	Iteration 3Q: 3 clusters Score -1.136365e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49639 members 
Mstep: Class 2 contains 53877 members 
Entering Unmasked Estep 
Score: -11364447.000000 Penalty: 5727.550781
	Iteration 4Q: 3 clusters Score -1.136445e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48614 members 
Mstep: Class 2 contains 54902 members 
Entering Unmasked Estep 
Score: -11365419.000000 Penalty: 5727.550781
	Iteration 5Q: 3 clusters Score -1.136542e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47233 members 
Mstep: Class 2 contains 56283 members 
Entering Unmasked Estep 
Score: -11366422.000000 Penalty: 5727.550781
	Iteration 6Q: 3 clusters Score -1.136642e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45099 members 
Mstep: Class 2 contains 58417 members 
Entering Unmasked Estep 
Score: -11367732.000000 Penalty: 5727.550781
	Iteration 7Q: 3 clusters Score -1.136773e+07 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41911 members 
Mstep: Class 2 contains 61605 members 
Entering Unmasked Estep 
Score: -11369732.000000 Penalty: 5727.550781
	Iteration 8Q: 3 clusters Score -1.136973e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37511 members 
Mstep: Class 2 contains 66005 members 
Entering Unmasked Estep 
Score: -11372688.000000 Penalty: 5727.550781
	Iteration 9F: 3 clusters Score -1.137269e+07 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31834 members 
Mstep: Class 2 contains 71682 members 
Entering Unmasked Estep 
Score: -11376879.000000 Penalty: 5727.550781
	Iteration 10F: 3 clusters Score -1.137688e+07 nChanged 6931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 78183 members 
Entering Unmasked Estep 
Score: -11382249.000000 Penalty: 5727.550781
	Iteration 11F: 3 clusters Score -1.138225e+07 nChanged 6637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 84440 members 
Entering Unmasked Estep 
Score: -11387743.000000 Penalty: 5727.550781
	Iteration 12F: 3 clusters Score -1.138774e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 89587 members 
Entering Unmasked Estep 
Score: -11392274.000000 Penalty: 5727.550781
	Iteration 13F: 3 clusters Score -1.139227e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 93266 members 
Entering Unmasked Estep 
Score: -11395317.000000 Penalty: 5727.550781
	Iteration 14Q: 3 clusters Score -1.139532e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 95745 members 
Entering Unmasked Estep 
Score: -11397175.000000 Penalty: 5727.550781
	Iteration 15Q: 3 clusters Score -1.139718e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 97556 members 
Entering Unmasked Estep 
Score: -11398406.000000 Penalty: 5727.550781
	Iteration 16Q: 3 clusters Score -1.139841e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 98842 members 
Entering Unmasked Estep 
Score: -11399298.000000 Penalty: 5727.550781
	Iteration 17Q: 3 clusters Score -1.13993e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 99795 members 
Entering Unmasked Estep 
Score: -11399959.000000 Penalty: 5727.550781
	Iteration 18Q: 3 clusters Score -1.139996e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 100495 members 
Entering Unmasked Estep 
Score: -11400355.000000 Penalty: 5727.550781
	Iteration 19Q: 3 clusters Score -1.140036e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 101016 members 
Entering Unmasked Estep 
Score: -11400648.000000 Penalty: 5727.550781
	Iteration 20F: 3 clusters Score -1.140065e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 101393 members 
Entering Unmasked Estep 
Score: -11400894.000000 Penalty: 5727.550781
	Iteration 21Q: 3 clusters Score -1.140089e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 101657 members 
Entering Unmasked Estep 
Score: -11401042.000000 Penalty: 5727.550781
	Iteration 22Q: 3 clusters Score -1.140104e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 101849 members 
Entering Unmasked Estep 
Score: -11401180.000000 Penalty: 5727.550781
	Iteration 23Q: 3 clusters Score -1.140118e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 101980 members 
Entering Unmasked Estep 
Score: -11401267.000000 Penalty: 5727.550781
	Iteration 24Q: 3 clusters Score -1.140127e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 102082 members 
Entering Unmasked Estep 
Score: -11401299.000000 Penalty: 5727.550781
	Iteration 25Q: 3 clusters Score -1.14013e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 102167 members 
Entering Unmasked Estep 
Score: -11401358.000000 Penalty: 5727.550781
	Iteration 26Q: 3 clusters Score -1.140136e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 102235 members 
Entering Unmasked Estep 
Score: -11401403.000000 Penalty: 5727.550781
	Iteration 27Q: 3 clusters Score -1.14014e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 102289 members 
Entering Unmasked Estep 
Score: -11401470.000000 Penalty: 5727.550781
	Iteration 28Q: 3 clusters Score -1.140147e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 102348 members 
Entering Unmasked Estep 
Score: -11401509.000000 Penalty: 5727.550781
	Iteration 29Q: 3 clusters Score -1.140151e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 102385 members 
Entering Unmasked Estep 
Score: -11401502.000000 Penalty: 5727.550781
	Iteration 30Q: 3 clusters Score -1.14015e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 102412 members 
Entering Unmasked Estep 
Score: -11401536.000000 Penalty: 5727.550781
	Iteration 31Q: 3 clusters Score -1.140154e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 102429 members 
Entering Unmasked Estep 
Score: -11401559.000000 Penalty: 5727.550781
	Iteration 32Q: 3 clusters Score -1.140156e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 102438 members 
Entering Unmasked Estep 
Score: -11401571.000000 Penalty: 5727.550781
	Iteration 33Q: 3 clusters Score -1.140157e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 102450 members 
Entering Unmasked Estep 
Score: -11401556.000000 Penalty: 5727.550781
	Iteration 34Q: 3 clusters Score -1.140156e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 102460 members 
Entering Unmasked Estep 
Score: -11401577.000000 Penalty: 5727.550781
	Iteration 35Q: 3 clusters Score -1.140158e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 102464 members 
Entering Unmasked Estep 
Score: -11401595.000000 Penalty: 5727.550781
	Iteration 36Q: 3 clusters Score -1.14016e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 102469 members 
Entering Unmasked Estep 
Score: -11401587.000000 Penalty: 5727.550781
	Iteration 37Q: 3 clusters Score -1.140159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 102473 members 
Entering Unmasked Estep 
Score: -11401600.000000 Penalty: 5727.550781
	Iteration 38Q: 3 clusters Score -1.14016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 102477 members 
Entering Unmasked Estep 
Score: -11401590.000000 Penalty: 5727.550781
	Iteration 39Q: 3 clusters Score -1.140159e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 102482 members 
Entering Unmasked Estep 
Score: -11401611.000000 Penalty: 5727.550781
	Iteration 40F: 3 clusters Score -1.140161e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 102486 members 
Entering Unmasked Estep 
Score: -11401598.000000 Penalty: 5727.550781
	Iteration 41Q: 3 clusters Score -1.14016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 102487 members 
Entering Unmasked Estep 
Score: -11401596.000000 Penalty: 5727.550781
	Iteration 42Q: 3 clusters Score -1.14016e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 102487 members 
Entering Unmasked Estep 
Score: -11401596.000000 Penalty: 5727.550781
	Iteration 43F: 3 clusters Score -1.14016e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Entering Unmasked Estep 
Score: -294107.281250 Penalty: 1989.271606
	Iteration 0F: 2 clusters Score -294107.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -290935.343750 Penalty: 3978.543213
	Iteration 0F: 3 clusters Score -290935.3 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -291793.750000 Penalty: 3978.543213
	Iteration 1F: 3 clusters Score -291793.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -292055.218750 Penalty: 3978.543213
	Iteration 2F: 3 clusters Score -292055.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -292234.000000 Penalty: 3978.543213
	Iteration 3F: 3 clusters Score -292234 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -292346.437500 Penalty: 3978.543213
	Iteration 4Q: 3 clusters Score -292346.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -292438.937500 Penalty: 3978.543213
	Iteration 5Q: 3 clusters Score -292438.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -292507.718750 Penalty: 3978.543213
	Iteration 6Q: 3 clusters Score -292507.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -292550.187500 Penalty: 3978.543213
	Iteration 7Q: 3 clusters Score -292550.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -292586.062500 Penalty: 3978.543213
	Iteration 8Q: 3 clusters Score -292586.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -292621.562500 Penalty: 3978.543213
	Iteration 9Q: 3 clusters Score -292621.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -292651.687500 Penalty: 3978.543213
	Iteration 10Q: 3 clusters Score -292651.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -292675.437500 Penalty: 3978.543213
	Iteration 11Q: 3 clusters Score -292675.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -292702.500000 Penalty: 3978.543213
	Iteration 12Q: 3 clusters Score -292702.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -292718.406250 Penalty: 3978.543213
	Iteration 13Q: 3 clusters Score -292718.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -292733.656250 Penalty: 3978.543213
	Iteration 14Q: 3 clusters Score -292733.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -292750.218750 Penalty: 3978.543213
	Iteration 15Q: 3 clusters Score -292750.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -292758.343750 Penalty: 3978.543213
	Iteration 16Q: 3 clusters Score -292758.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -292768.937500 Penalty: 3978.543213
	Iteration 17Q: 3 clusters Score -292768.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -292775.812500 Penalty: 3978.543213
	Iteration 18Q: 3 clusters Score -292775.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -292782.968750 Penalty: 3978.543213
	Iteration 19Q: 3 clusters Score -292783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -292792.468750 Penalty: 3978.543213
	Iteration 20F: 3 clusters Score -292792.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -292798.218750 Penalty: 3978.543213
	Iteration 21Q: 3 clusters Score -292798.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -292804.500000 Penalty: 3978.543213
	Iteration 22Q: 3 clusters Score -292804.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -292811.218750 Penalty: 3978.543213
	Iteration 23Q: 3 clusters Score -292811.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -292818.187500 Penalty: 3978.543213
	Iteration 24Q: 3 clusters Score -292818.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -292825.437500 Penalty: 3978.543213
	Iteration 25Q: 3 clusters Score -292825.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -292830.031250 Penalty: 3978.543213
	Iteration 26Q: 3 clusters Score -292830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -292839.531250 Penalty: 3978.543213
	Iteration 27Q: 3 clusters Score -292839.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -292845.500000 Penalty: 3978.543213
	Iteration 28Q: 3 clusters Score -292845.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -292855.406250 Penalty: 3978.543213
	Iteration 29Q: 3 clusters Score -292855.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -292861.250000 Penalty: 3978.543213
	Iteration 30Q: 3 clusters Score -292861.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -292866.250000 Penalty: 3978.543213
	Iteration 31Q: 3 clusters Score -292866.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -292875.937500 Penalty: 3978.543213
	Iteration 32Q: 3 clusters Score -292875.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -292880.468750 Penalty: 3978.543213
	Iteration 33Q: 3 clusters Score -292880.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -292884.750000 Penalty: 3978.543213
	Iteration 34Q: 3 clusters Score -292884.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -292885.687500 Penalty: 3978.543213
	Iteration 35Q: 3 clusters Score -292885.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -292887.875000 Penalty: 3978.543213
	Iteration 36Q: 3 clusters Score -292887.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -292891.593750 Penalty: 3978.543213
	Iteration 37Q: 3 clusters Score -292891.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -292894.687500 Penalty: 3978.543213
	Iteration 38Q: 3 clusters Score -292894.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -292896.875000 Penalty: 3978.543213
	Iteration 39Q: 3 clusters Score -292896.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -292897.281250 Penalty: 3978.543213
	Iteration 40F: 3 clusters Score -292897.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -292898.531250 Penalty: 3978.543213
	Iteration 41Q: 3 clusters Score -292898.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -292898.968750 Penalty: 3978.543213
	Iteration 42Q: 3 clusters Score -292899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -292899.281250 Penalty: 3978.543213
	Iteration 43Q: 3 clusters Score -292899.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -292899.812500 Penalty: 3978.543213
	Iteration 44Q: 3 clusters Score -292899.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -292899.812500 Penalty: 3978.543213
	Iteration 45F: 3 clusters Score -292899.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Entering Unmasked Estep 
Score: -531175.000000 Penalty: 2140.413574
	Iteration 0F: 2 clusters Score -531175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -526272.875000 Penalty: 4280.827148
	Iteration 0F: 3 clusters Score -526272.9 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -527508.062500 Penalty: 4280.827148
	Iteration 1F: 3 clusters Score -527508.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -527868.687500 Penalty: 4280.827148
	Iteration 2F: 3 clusters Score -527868.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -528193.750000 Penalty: 4280.827148
	Iteration 3F: 3 clusters Score -528193.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -528479.375000 Penalty: 4280.827148
	Iteration 4F: 3 clusters Score -528479.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -528700.125000 Penalty: 4280.827148
	Iteration 5F: 3 clusters Score -528700.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -528900.125000 Penalty: 4280.827148
	Iteration 6Q: 3 clusters Score -528900.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -529082.625000 Penalty: 4280.827148
	Iteration 7Q: 3 clusters Score -529082.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -529231.500000 Penalty: 4280.827148
	Iteration 8Q: 3 clusters Score -529231.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -529340.062500 Penalty: 4280.827148
	Iteration 9Q: 3 clusters Score -529340.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -529440.625000 Penalty: 4280.827148
	Iteration 10Q: 3 clusters Score -529440.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -529524.062500 Penalty: 4280.827148
	Iteration 11Q: 3 clusters Score -529524.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -529598.562500 Penalty: 4280.827148
	Iteration 12Q: 3 clusters Score -529598.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -529653.250000 Penalty: 4280.827148
	Iteration 13Q: 3 clusters Score -529653.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -529688.000000 Penalty: 4280.827148
	Iteration 14Q: 3 clusters Score -529688 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -529705.625000 Penalty: 4280.827148
	Iteration 15Q: 3 clusters Score -529705.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -529718.187500 Penalty: 4280.827148
	Iteration 16Q: 3 clusters Score -529718.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -529724.875000 Penalty: 4280.827148
	Iteration 17Q: 3 clusters Score -529724.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -529730.437500 Penalty: 4280.827148
	Iteration 18Q: 3 clusters Score -529730.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -529731.375000 Penalty: 4280.827148
	Iteration 19Q: 3 clusters Score -529731.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -529733.687500 Penalty: 4280.827148
	Iteration 20F: 3 clusters Score -529733.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -529735.500000 Penalty: 4280.827148
	Iteration 21Q: 3 clusters Score -529735.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -529739.187500 Penalty: 4280.827148
	Iteration 22Q: 3 clusters Score -529739.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -529742.812500 Penalty: 4280.827148
	Iteration 23Q: 3 clusters Score -529742.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -529747.687500 Penalty: 4280.827148
	Iteration 24Q: 3 clusters Score -529747.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -529748.875000 Penalty: 4280.827148
	Iteration 25Q: 3 clusters Score -529748.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -529749.312500 Penalty: 4280.827148
	Iteration 26Q: 3 clusters Score -529749.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -529750.500000 Penalty: 4280.827148
	Iteration 27Q: 3 clusters Score -529750.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -529752.937500 Penalty: 4280.827148
	Iteration 28Q: 3 clusters Score -529752.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -529754.000000 Penalty: 4280.827148
	Iteration 29Q: 3 clusters Score -529754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -529756.000000 Penalty: 4280.827148
	Iteration 30Q: 3 clusters Score -529756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -529757.062500 Penalty: 4280.827148
	Iteration 31Q: 3 clusters Score -529757.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -529758.312500 Penalty: 4280.827148
	Iteration 32Q: 3 clusters Score -529758.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -529761.687500 Penalty: 4280.827148
	Iteration 33Q: 3 clusters Score -529761.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -529762.500000 Penalty: 4280.827148
	Iteration 34Q: 3 clusters Score -529762.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -529765.125000 Penalty: 4280.827148
	Iteration 35Q: 3 clusters Score -529765.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -529763.937500 Penalty: 4280.827148
	Iteration 36Q: 3 clusters Score -529763.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -529766.812500 Penalty: 4280.827148
	Iteration 37Q: 3 clusters Score -529766.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -529766.937500 Penalty: 4280.827148
	Iteration 38Q: 3 clusters Score -529766.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -529768.312500 Penalty: 4280.827148
	Iteration 39Q: 3 clusters Score -529768.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -529768.187500 Penalty: 4280.827148
	Iteration 40F: 3 clusters Score -529768.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -529770.062500 Penalty: 4280.827148
	Iteration 41Q: 3 clusters Score -529770.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -529772.375000 Penalty: 4280.827148
	Iteration 42Q: 3 clusters Score -529772.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -529771.500000 Penalty: 4280.827148
	Iteration 43Q: 3 clusters Score -529771.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -529771.500000 Penalty: 4280.827148
	Iteration 44F: 3 clusters Score -529771.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (39441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39441 members 
Entering Unmasked Estep 
Score: -4026151.750000 Penalty: 2624.475342
	Iteration 0F: 2 clusters Score -4026152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -3999379.750000 Penalty: 5248.950684
	Iteration 0F: 3 clusters Score -3999380 nChanged 18146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -4009950.750000 Penalty: 5248.950684
	Iteration 1F: 3 clusters Score -4009951 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -4011265.500000 Penalty: 5248.950684
	Iteration 2F: 3 clusters Score -4011266 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -4012938.500000 Penalty: 5248.950684
	Iteration 3F: 3 clusters Score -4012938 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -4014697.500000 Penalty: 5248.950684
	Iteration 4F: 3 clusters Score -4014698 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -4016430.750000 Penalty: 5248.950684
	Iteration 5F: 3 clusters Score -4016431 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -4018129.250000 Penalty: 5248.950684
	Iteration 6F: 3 clusters Score -4018129 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -4019564.250000 Penalty: 5248.950684
	Iteration 7F: 3 clusters Score -4019564 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -4020621.500000 Penalty: 5248.950684
	Iteration 8Q: 3 clusters Score -4020622 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -4021307.750000 Penalty: 5248.950684
	Iteration 9Q: 3 clusters Score -4021308 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -4021681.750000 Penalty: 5248.950684
	Iteration 10Q: 3 clusters Score -4021682 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -4021877.250000 Penalty: 5248.950684
	Iteration 11Q: 3 clusters Score -4021877 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -4021999.500000 Penalty: 5248.950684
	Iteration 12Q: 3 clusters Score -4022000 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -4022081.000000 Penalty: 5248.950684
	Iteration 13Q: 3 clusters Score -4022081 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -4022108.250000 Penalty: 5248.950684
	Iteration 14Q: 3 clusters Score -4022108 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -4022141.000000 Penalty: 5248.950684
	Iteration 15Q: 3 clusters Score -4022141 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -4022180.250000 Penalty: 5248.950684
	Iteration 16Q: 3 clusters Score -4022180 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -4022192.500000 Penalty: 5248.950684
	Iteration 17Q: 3 clusters Score -4022192 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -4022199.000000 Penalty: 5248.950684
	Iteration 18Q: 3 clusters Score -4022199 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -4022214.000000 Penalty: 5248.950684
	Iteration 19Q: 3 clusters Score -4022214 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -4022224.000000 Penalty: 5248.950684
	Iteration 20F: 3 clusters Score -4022224 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -4022240.500000 Penalty: 5248.950684
	Iteration 21Q: 3 clusters Score -4022240 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -4022259.000000 Penalty: 5248.950684
	Iteration 22Q: 3 clusters Score -4022259 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -4022271.500000 Penalty: 5248.950684
	Iteration 23Q: 3 clusters Score -4022272 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -4022278.750000 Penalty: 5248.950684
	Iteration 24Q: 3 clusters Score -4022279 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -4022289.000000 Penalty: 5248.950684
	Iteration 25Q: 3 clusters Score -4022289 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -4022310.250000 Penalty: 5248.950684
	Iteration 26Q: 3 clusters Score -4022310 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -4022317.000000 Penalty: 5248.950684
	Iteration 27Q: 3 clusters Score -4022317 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -4022312.750000 Penalty: 5248.950684
	Iteration 28Q: 3 clusters Score -4022313 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -4022312.750000 Penalty: 5248.950684
	Iteration 29Q: 3 clusters Score -4022313 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -4022322.250000 Penalty: 5248.950684
	Iteration 30Q: 3 clusters Score -4022322 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -4022330.000000 Penalty: 5248.950684
	Iteration 31Q: 3 clusters Score -4022330 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -4022344.750000 Penalty: 5248.950684
	Iteration 32Q: 3 clusters Score -4022345 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -4022337.750000 Penalty: 5248.950684
	Iteration 33Q: 3 clusters Score -4022338 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -4022350.500000 Penalty: 5248.950684
	Iteration 34Q: 3 clusters Score -4022350 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -4022347.250000 Penalty: 5248.950684
	Iteration 35Q: 3 clusters Score -4022347 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -4022362.750000 Penalty: 5248.950684
	Iteration 36Q: 3 clusters Score -4022363 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -4022363.250000 Penalty: 5248.950684
	Iteration 37Q: 3 clusters Score -4022363 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -4022362.000000 Penalty: 5248.950684
	Iteration 38Q: 3 clusters Score -4022362 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -4022361.500000 Penalty: 5248.950684
	Iteration 39Q: 3 clusters Score -4022362 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -4022372.000000 Penalty: 5248.950684
	Iteration 40F: 3 clusters Score -4022372 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -4022369.250000 Penalty: 5248.950684
	Iteration 41Q: 3 clusters Score -4022369 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -4022370.750000 Penalty: 5248.950684
	Iteration 42Q: 3 clusters Score -4022371 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -4022384.000000 Penalty: 5248.950684
	Iteration 43Q: 3 clusters Score -4022384 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -4022386.500000 Penalty: 5248.950684
	Iteration 44Q: 3 clusters Score -4022386 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -4022390.000000 Penalty: 5248.950684
	Iteration 45Q: 3 clusters Score -4022390 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -4022396.250000 Penalty: 5248.950684
	Iteration 46Q: 3 clusters Score -4022396 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -4022408.250000 Penalty: 5248.950684
	Iteration 47Q: 3 clusters Score -4022408 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -4022395.750000 Penalty: 5248.950684
	Iteration 48Q: 3 clusters Score -4022396 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -4022391.000000 Penalty: 5248.950684
	Iteration 49Q: 3 clusters Score -4022391 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -4022407.750000 Penalty: 5248.950684
	Iteration 50Q: 3 clusters Score -4022408 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -4022402.000000 Penalty: 5248.950684
	Iteration 51Q: 3 clusters Score -4022402 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -4022411.000000 Penalty: 5248.950684
	Iteration 52Q: 3 clusters Score -4022411 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -4022409.750000 Penalty: 5248.950684
	Iteration 53Q: 3 clusters Score -4022410 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -4022411.250000 Penalty: 5248.950684
	Iteration 54Q: 3 clusters Score -4022411 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -4022420.500000 Penalty: 5248.950684
	Iteration 55Q: 3 clusters Score -4022420 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -4022418.250000 Penalty: 5248.950684
	Iteration 56Q: 3 clusters Score -4022418 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -4022413.500000 Penalty: 5248.950684
	Iteration 57Q: 3 clusters Score -4022414 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -4022421.750000 Penalty: 5248.950684
	Iteration 58Q: 3 clusters Score -4022422 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -4022412.000000 Penalty: 5248.950684
	Iteration 59Q: 3 clusters Score -4022412 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -4022413.750000 Penalty: 5248.950684
	Iteration 60F: 3 clusters Score -4022414 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -4022413.500000 Penalty: 5248.950684
	Iteration 61Q: 3 clusters Score -4022414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -4022408.500000 Penalty: 5248.950684
	Iteration 62Q: 3 clusters Score -4022408 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -4022423.750000 Penalty: 5248.950684
	Iteration 63Q: 3 clusters Score -4022424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -4022418.500000 Penalty: 5248.950684
	Iteration 64Q: 3 clusters Score -4022418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -4022429.750000 Penalty: 5248.950684
	Iteration 65Q: 3 clusters Score -4022430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -4022421.000000 Penalty: 5248.950684
	Iteration 66Q: 3 clusters Score -4022421 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -4022426.500000 Penalty: 5248.950684
	Iteration 67Q: 3 clusters Score -4022426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -4022423.500000 Penalty: 5248.950684
	Iteration 68Q: 3 clusters Score -4022424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -4022425.000000 Penalty: 5248.950684
	Iteration 69Q: 3 clusters Score -4022425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -4022421.500000 Penalty: 5248.950684
	Iteration 70Q: 3 clusters Score -4022422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -4022424.000000 Penalty: 5248.950684
	Iteration 71Q: 3 clusters Score -4022424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -4022421.750000 Penalty: 5248.950684
	Iteration 72Q: 3 clusters Score -4022422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -4022424.750000 Penalty: 5248.950684
	Iteration 73Q: 3 clusters Score -4022425 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -4022425.500000 Penalty: 5248.950684
	Iteration 74Q: 3 clusters Score -4022426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -4022428.250000 Penalty: 5248.950684
	Iteration 75Q: 3 clusters Score -4022428 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -4022428.500000 Penalty: 5248.950684
	Iteration 76Q: 3 clusters Score -4022428 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -4022433.750000 Penalty: 5248.950684
	Iteration 77Q: 3 clusters Score -4022434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -4022434.500000 Penalty: 5248.950684
	Iteration 78Q: 3 clusters Score -4022434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -4022437.750000 Penalty: 5248.950684
	Iteration 79Q: 3 clusters Score -4022438 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -4022444.250000 Penalty: 5248.950684
	Iteration 80F: 3 clusters Score -4022444 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -4022433.500000 Penalty: 5248.950684
	Iteration 81Q: 3 clusters Score -4022434 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -4022440.000000 Penalty: 5248.950684
	Iteration 82Q: 3 clusters Score -4022440 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -4022442.000000 Penalty: 5248.950684
	Iteration 83Q: 3 clusters Score -4022442 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -4022447.500000 Penalty: 5248.950684
	Iteration 84Q: 3 clusters Score -4022448 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -4022449.500000 Penalty: 5248.950684
	Iteration 85Q: 3 clusters Score -4022450 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -4022450.250000 Penalty: 5248.950684
	Iteration 86Q: 3 clusters Score -4022450 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -4022447.250000 Penalty: 5248.950684
	Iteration 87Q: 3 clusters Score -4022447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -4022452.000000 Penalty: 5248.950684
	Iteration 88Q: 3 clusters Score -4022452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -4022456.500000 Penalty: 5248.950684
	Iteration 89Q: 3 clusters Score -4022456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -4022455.000000 Penalty: 5248.950684
	Iteration 90Q: 3 clusters Score -4022455 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -4022453.750000 Penalty: 5248.950684
	Iteration 91Q: 3 clusters Score -4022454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -4022457.250000 Penalty: 5248.950684
	Iteration 92Q: 3 clusters Score -4022457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -4022461.500000 Penalty: 5248.950684
	Iteration 93Q: 3 clusters Score -4022462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -4022466.250000 Penalty: 5248.950684
	Iteration 94Q: 3 clusters Score -4022466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -4022459.750000 Penalty: 5248.950684
	Iteration 95Q: 3 clusters Score -4022460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -4022460.500000 Penalty: 5248.950684
	Iteration 96Q: 3 clusters Score -4022460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -4022462.000000 Penalty: 5248.950684
	Iteration 97Q: 3 clusters Score -4022462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -4022476.500000 Penalty: 5248.950684
	Iteration 98Q: 3 clusters Score -4022476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -4022477.750000 Penalty: 5248.950684
	Iteration 99Q: 3 clusters Score -4022478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -4022467.500000 Penalty: 5248.950684
	Iteration 100F: 3 clusters Score -4022468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -4022472.750000 Penalty: 5248.950684
	Iteration 101Q: 3 clusters Score -4022473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -4022471.500000 Penalty: 5248.950684
	Iteration 102Q: 3 clusters Score -4022472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -4022471.000000 Penalty: 5248.950684
	Iteration 103Q: 3 clusters Score -4022471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -4022473.000000 Penalty: 5248.950684
	Iteration 104Q: 3 clusters Score -4022473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -4022476.750000 Penalty: 5248.950684
	Iteration 105Q: 3 clusters Score -4022477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -4022475.250000 Penalty: 5248.950684
	Iteration 106Q: 3 clusters Score -4022475 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -4022468.750000 Penalty: 5248.950684
	Iteration 107Q: 3 clusters Score -4022469 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -4022458.250000 Penalty: 5248.950684
	Iteration 108Q: 3 clusters Score -4022458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -4022458.500000 Penalty: 5248.950684
	Iteration 109Q: 3 clusters Score -4022458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -4022462.500000 Penalty: 5248.950684
	Iteration 110Q: 3 clusters Score -4022462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -4022462.750000 Penalty: 5248.950684
	Iteration 111Q: 3 clusters Score -4022463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -4022461.250000 Penalty: 5248.950684
	Iteration 112Q: 3 clusters Score -4022461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -4022470.250000 Penalty: 5248.950684
	Iteration 113Q: 3 clusters Score -4022470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -4022467.500000 Penalty: 5248.950684
	Iteration 114Q: 3 clusters Score -4022468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -4022467.000000 Penalty: 5248.950684
	Iteration 115Q: 3 clusters Score -4022467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -4022467.500000 Penalty: 5248.950684
	Iteration 116Q: 3 clusters Score -4022468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -4022464.000000 Penalty: 5248.950684
	Iteration 117Q: 3 clusters Score -4022464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -4022465.500000 Penalty: 5248.950684
	Iteration 118Q: 3 clusters Score -4022466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -4022464.250000 Penalty: 5248.950684
	Iteration 119Q: 3 clusters Score -4022464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -4022465.000000 Penalty: 5248.950684
	Iteration 120F: 3 clusters Score -4022465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -4022471.500000 Penalty: 5248.950684
	Iteration 121Q: 3 clusters Score -4022472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -4022470.000000 Penalty: 5248.950684
	Iteration 122Q: 3 clusters Score -4022470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -4022468.750000 Penalty: 5248.950684
	Iteration 123Q: 3 clusters Score -4022469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -4022467.500000 Penalty: 5248.950684
	Iteration 124Q: 3 clusters Score -4022468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -4022469.000000 Penalty: 5248.950684
	Iteration 125Q: 3 clusters Score -4022469 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -4022470.750000 Penalty: 5248.950684
	Iteration 126Q: 3 clusters Score -4022471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -4022462.250000 Penalty: 5248.950684
	Iteration 127Q: 3 clusters Score -4022462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -4022466.500000 Penalty: 5248.950684
	Iteration 128Q: 3 clusters Score -4022466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -4022466.500000 Penalty: 5248.950684
	Iteration 129Q: 3 clusters Score -4022466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -4022465.500000 Penalty: 5248.950684
	Iteration 130Q: 3 clusters Score -4022466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -4022467.000000 Penalty: 5248.950684
	Iteration 131Q: 3 clusters Score -4022467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -4022466.000000 Penalty: 5248.950684
	Iteration 132Q: 3 clusters Score -4022466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -4022465.250000 Penalty: 5248.950684
	Iteration 133Q: 3 clusters Score -4022465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -4022462.750000 Penalty: 5248.950684
	Iteration 134Q: 3 clusters Score -4022463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -4022459.250000 Penalty: 5248.950684
	Iteration 135Q: 3 clusters Score -4022459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -4022457.250000 Penalty: 5248.950684
	Iteration 136Q: 3 clusters Score -4022457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -4022457.500000 Penalty: 5248.950684
	Iteration 137Q: 3 clusters Score -4022458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -4022457.500000 Penalty: 5248.950684
	Iteration 138F: 3 clusters Score -4022458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Entering Unmasked Estep 
Score: -133456.171875 Penalty: 1793.000000
	Iteration 0F: 2 clusters Score -133456.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -131279.062500 Penalty: 3586.000000
	Iteration 0F: 3 clusters Score -131279.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -131611.468750 Penalty: 3586.000000
	Iteration 1F: 3 clusters Score -131611.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -131724.875000 Penalty: 3586.000000
	Iteration 2F: 3 clusters Score -131724.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -131784.328125 Penalty: 3586.000000
	Iteration 3Q: 3 clusters Score -131784.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -131851.390625 Penalty: 3586.000000
	Iteration 4Q: 3 clusters Score -131851.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -131925.203125 Penalty: 3586.000000
	Iteration 5Q: 3 clusters Score -131925.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -132012.375000 Penalty: 3586.000000
	Iteration 6Q: 3 clusters Score -132012.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -132135.671875 Penalty: 3586.000000
	Iteration 7Q: 3 clusters Score -132135.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -132282.609375 Penalty: 3586.000000
	Iteration 8Q: 3 clusters Score -132282.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -132425.781250 Penalty: 3586.000000
	Iteration 9Q: 3 clusters Score -132425.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -132579.937500 Penalty: 3586.000000
	Iteration 10Q: 3 clusters Score -132579.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -132684.796875 Penalty: 3586.000000
	Iteration 11Q: 3 clusters Score -132684.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -132780.781250 Penalty: 3586.000000
	Iteration 12Q: 3 clusters Score -132780.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -132838.921875 Penalty: 3586.000000
	Iteration 13Q: 3 clusters Score -132838.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -132885.109375 Penalty: 3586.000000
	Iteration 14Q: 3 clusters Score -132885.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -132914.140625 Penalty: 3586.000000
	Iteration 15Q: 3 clusters Score -132914.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -132944.421875 Penalty: 3586.000000
	Iteration 16Q: 3 clusters Score -132944.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -132965.859375 Penalty: 3586.000000
	Iteration 17Q: 3 clusters Score -132965.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -132974.812500 Penalty: 3586.000000
	Iteration 18Q: 3 clusters Score -132974.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -132989.921875 Penalty: 3586.000000
	Iteration 19Q: 3 clusters Score -132989.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -133022.046875 Penalty: 3586.000000
	Iteration 20F: 3 clusters Score -133022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -133032.828125 Penalty: 3586.000000
	Iteration 21Q: 3 clusters Score -133032.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -133040.250000 Penalty: 3586.000000
	Iteration 22Q: 3 clusters Score -133040.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -133042.000000 Penalty: 3586.000000
	Iteration 23Q: 3 clusters Score -133042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -133044.875000 Penalty: 3586.000000
	Iteration 24Q: 3 clusters Score -133044.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -133052.765625 Penalty: 3586.000000
	Iteration 25Q: 3 clusters Score -133052.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -133058.875000 Penalty: 3586.000000
	Iteration 26Q: 3 clusters Score -133058.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -133066.421875 Penalty: 3586.000000
	Iteration 27Q: 3 clusters Score -133066.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -133078.828125 Penalty: 3586.000000
	Iteration 28Q: 3 clusters Score -133078.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -133088.515625 Penalty: 3586.000000
	Iteration 29Q: 3 clusters Score -133088.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -133097.718750 Penalty: 3586.000000
	Iteration 30Q: 3 clusters Score -133097.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -133109.046875 Penalty: 3586.000000
	Iteration 31Q: 3 clusters Score -133109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -133112.093750 Penalty: 3586.000000
	Iteration 32Q: 3 clusters Score -133112.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -133120.859375 Penalty: 3586.000000
	Iteration 33Q: 3 clusters Score -133120.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -133131.718750 Penalty: 3586.000000
	Iteration 34Q: 3 clusters Score -133131.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -133137.296875 Penalty: 3586.000000
	Iteration 35Q: 3 clusters Score -133137.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -133138.406250 Penalty: 3586.000000
	Iteration 36Q: 3 clusters Score -133138.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -133138.406250 Penalty: 3586.000000
	Iteration 37F: 3 clusters Score -133138.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Entering Unmasked Estep 
Score: -338049.281250 Penalty: 1997.285034
	Iteration 0F: 2 clusters Score -338049.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -334717.687500 Penalty: 3994.570068
	Iteration 0F: 3 clusters Score -334717.7 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -335432.500000 Penalty: 3994.570068
	Iteration 1F: 3 clusters Score -335432.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -335648.781250 Penalty: 3994.570068
	Iteration 2F: 3 clusters Score -335648.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -335874.968750 Penalty: 3994.570068
	Iteration 3F: 3 clusters Score -335875 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -336140.218750 Penalty: 3994.570068
	Iteration 4F: 3 clusters Score -336140.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -336366.500000 Penalty: 3994.570068
	Iteration 5F: 3 clusters Score -336366.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -336584.531250 Penalty: 3994.570068
	Iteration 6F: 3 clusters Score -336584.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -336759.625000 Penalty: 3994.570068
	Iteration 7F: 3 clusters Score -336759.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -336840.750000 Penalty: 3994.570068
	Iteration 8Q: 3 clusters Score -336840.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -336880.312500 Penalty: 3994.570068
	Iteration 9Q: 3 clusters Score -336880.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -336902.968750 Penalty: 3994.570068
	Iteration 10Q: 3 clusters Score -336903 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -336912.468750 Penalty: 3994.570068
	Iteration 11Q: 3 clusters Score -336912.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -336918.125000 Penalty: 3994.570068
	Iteration 12Q: 3 clusters Score -336918.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -336920.406250 Penalty: 3994.570068
	Iteration 13Q: 3 clusters Score -336920.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -336922.468750 Penalty: 3994.570068
	Iteration 14Q: 3 clusters Score -336922.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -336923.593750 Penalty: 3994.570068
	Iteration 15Q: 3 clusters Score -336923.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -336924.937500 Penalty: 3994.570068
	Iteration 16Q: 3 clusters Score -336924.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -336925.656250 Penalty: 3994.570068
	Iteration 17Q: 3 clusters Score -336925.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -336925.656250 Penalty: 3994.570068
	Iteration 18F: 3 clusters Score -336925.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Entering Unmasked Estep 
Score: -959293.250000 Penalty: 2256.070801
	Iteration 0F: 2 clusters Score -959293.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -952306.625000 Penalty: 4512.141602
	Iteration 0F: 3 clusters Score -952306.6 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -954179.312500 Penalty: 4512.141602
	Iteration 1F: 3 clusters Score -954179.3 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -954424.500000 Penalty: 4512.141602
	Iteration 2F: 3 clusters Score -954424.5 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -954618.187500 Penalty: 4512.141602
	Iteration 3Q: 3 clusters Score -954618.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -954787.250000 Penalty: 4512.141602
	Iteration 4Q: 3 clusters Score -954787.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -954938.687500 Penalty: 4512.141602
	Iteration 5Q: 3 clusters Score -954938.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -955062.125000 Penalty: 4512.141602
	Iteration 6Q: 3 clusters Score -955062.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -955174.000000 Penalty: 4512.141602
	Iteration 7Q: 3 clusters Score -955174 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -955293.000000 Penalty: 4512.141602
	Iteration 8Q: 3 clusters Score -955293 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -955395.687500 Penalty: 4512.141602
	Iteration 9Q: 3 clusters Score -955395.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -955505.187500 Penalty: 4512.141602
	Iteration 10Q: 3 clusters Score -955505.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -955643.937500 Penalty: 4512.141602
	Iteration 11Q: 3 clusters Score -955643.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -955812.625000 Penalty: 4512.141602
	Iteration 12Q: 3 clusters Score -955812.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -956011.187500 Penalty: 4512.141602
	Iteration 13Q: 3 clusters Score -956011.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -956245.312500 Penalty: 4512.141602
	Iteration 14Q: 3 clusters Score -956245.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -956489.437500 Penalty: 4512.141602
	Iteration 15Q: 3 clusters Score -956489.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -956674.125000 Penalty: 4512.141602
	Iteration 16Q: 3 clusters Score -956674.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -956819.062500 Penalty: 4512.141602
	Iteration 17Q: 3 clusters Score -956819.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -956919.937500 Penalty: 4512.141602
	Iteration 18Q: 3 clusters Score -956919.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -956976.500000 Penalty: 4512.141602
	Iteration 19Q: 3 clusters Score -956976.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -957017.250000 Penalty: 4512.141602
	Iteration 20F: 3 clusters Score -957017.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -957050.312500 Penalty: 4512.141602
	Iteration 21Q: 3 clusters Score -957050.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -957082.125000 Penalty: 4512.141602
	Iteration 22Q: 3 clusters Score -957082.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -957108.000000 Penalty: 4512.141602
	Iteration 23Q: 3 clusters Score -957108 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -957125.562500 Penalty: 4512.141602
	Iteration 24Q: 3 clusters Score -957125.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -957139.000000 Penalty: 4512.141602
	Iteration 25Q: 3 clusters Score -957139 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -957148.312500 Penalty: 4512.141602
	Iteration 26Q: 3 clusters Score -957148.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -957156.750000 Penalty: 4512.141602
	Iteration 27Q: 3 clusters Score -957156.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -957162.125000 Penalty: 4512.141602
	Iteration 28Q: 3 clusters Score -957162.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -957171.687500 Penalty: 4512.141602
	Iteration 29Q: 3 clusters Score -957171.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -957183.687500 Penalty: 4512.141602
	Iteration 30Q: 3 clusters Score -957183.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -957205.000000 Penalty: 4512.141602
	Iteration 31Q: 3 clusters Score -957205 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -957216.500000 Penalty: 4512.141602
	Iteration 32Q: 3 clusters Score -957216.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -957222.375000 Penalty: 4512.141602
	Iteration 33Q: 3 clusters Score -957222.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -957229.812500 Penalty: 4512.141602
	Iteration 34Q: 3 clusters Score -957229.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -957233.187500 Penalty: 4512.141602
	Iteration 35Q: 3 clusters Score -957233.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -957237.562500 Penalty: 4512.141602
	Iteration 36Q: 3 clusters Score -957237.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -957237.750000 Penalty: 4512.141602
	Iteration 37Q: 3 clusters Score -957237.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -957238.500000 Penalty: 4512.141602
	Iteration 38Q: 3 clusters Score -957238.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -957240.125000 Penalty: 4512.141602
	Iteration 39Q: 3 clusters Score -957240.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -957241.312500 Penalty: 4512.141602
	Iteration 40F: 3 clusters Score -957241.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -957242.000000 Penalty: 4512.141602
	Iteration 41Q: 3 clusters Score -957242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -957241.250000 Penalty: 4512.141602
	Iteration 42Q: 3 clusters Score -957241.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -957246.250000 Penalty: 4512.141602
	Iteration 43Q: 3 clusters Score -957246.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -957247.562500 Penalty: 4512.141602
	Iteration 44Q: 3 clusters Score -957247.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -957246.625000 Penalty: 4512.141602
	Iteration 45Q: 3 clusters Score -957246.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -957247.687500 Penalty: 4512.141602
	Iteration 46Q: 3 clusters Score -957247.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -957247.875000 Penalty: 4512.141602
	Iteration 47Q: 3 clusters Score -957247.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -957246.875000 Penalty: 4512.141602
	Iteration 48Q: 3 clusters Score -957246.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -957246.750000 Penalty: 4512.141602
	Iteration 49Q: 3 clusters Score -957246.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -957247.750000 Penalty: 4512.141602
	Iteration 50Q: 3 clusters Score -957247.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -957249.500000 Penalty: 4512.141602
	Iteration 51Q: 3 clusters Score -957249.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -957252.062500 Penalty: 4512.141602
	Iteration 52Q: 3 clusters Score -957252.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -957255.125000 Penalty: 4512.141602
	Iteration 53Q: 3 clusters Score -957255.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -957259.875000 Penalty: 4512.141602
	Iteration 54Q: 3 clusters Score -957259.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -957264.875000 Penalty: 4512.141602
	Iteration 55Q: 3 clusters Score -957264.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -957269.562500 Penalty: 4512.141602
	Iteration 56Q: 3 clusters Score -957269.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -957273.375000 Penalty: 4512.141602
	Iteration 57Q: 3 clusters Score -957273.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -957278.750000 Penalty: 4512.141602
	Iteration 58Q: 3 clusters Score -957278.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -957281.687500 Penalty: 4512.141602
	Iteration 59Q: 3 clusters Score -957281.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -957285.562500 Penalty: 4512.141602
	Iteration 60F: 3 clusters Score -957285.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -957288.250000 Penalty: 4512.141602
	Iteration 61Q: 3 clusters Score -957288.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -957296.562500 Penalty: 4512.141602
	Iteration 62Q: 3 clusters Score -957296.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -957303.375000 Penalty: 4512.141602
	Iteration 63Q: 3 clusters Score -957303.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -957306.000000 Penalty: 4512.141602
	Iteration 64Q: 3 clusters Score -957306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -957307.625000 Penalty: 4512.141602
	Iteration 65Q: 3 clusters Score -957307.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -957311.562500 Penalty: 4512.141602
	Iteration 66Q: 3 clusters Score -957311.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -957313.375000 Penalty: 4512.141602
	Iteration 67Q: 3 clusters Score -957313.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -957314.750000 Penalty: 4512.141602
	Iteration 68Q: 3 clusters Score -957314.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -957314.750000 Penalty: 4512.141602
	Iteration 69F: 3 clusters Score -957314.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Entering Unmasked Estep 
Score: -447085.093750 Penalty: 2074.224609
	Iteration 0F: 2 clusters Score -447085.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -443041.312500 Penalty: 4148.449219
	Iteration 0F: 3 clusters Score -443041.3 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -444024.500000 Penalty: 4148.449219
	Iteration 1F: 3 clusters Score -444024.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -444310.937500 Penalty: 4148.449219
	Iteration 2F: 3 clusters Score -444310.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -444517.062500 Penalty: 4148.449219
	Iteration 3F: 3 clusters Score -444517.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -444710.312500 Penalty: 4148.449219
	Iteration 4Q: 3 clusters Score -444710.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -444901.343750 Penalty: 4148.449219
	Iteration 5Q: 3 clusters Score -444901.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -445086.937500 Penalty: 4148.449219
	Iteration 6Q: 3 clusters Score -445086.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -445235.406250 Penalty: 4148.449219
	Iteration 7Q: 3 clusters Score -445235.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -445367.281250 Penalty: 4148.449219
	Iteration 8Q: 3 clusters Score -445367.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -445496.281250 Penalty: 4148.449219
	Iteration 9Q: 3 clusters Score -445496.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -445646.000000 Penalty: 4148.449219
	Iteration 10Q: 3 clusters Score -445646 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -445892.375000 Penalty: 4148.449219
	Iteration 11Q: 3 clusters Score -445892.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -446158.218750 Penalty: 4148.449219
	Iteration 12Q: 3 clusters Score -446158.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -446314.062500 Penalty: 4148.449219
	Iteration 13Q: 3 clusters Score -446314.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -446426.156250 Penalty: 4148.449219
	Iteration 14Q: 3 clusters Score -446426.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -446494.812500 Penalty: 4148.449219
	Iteration 15Q: 3 clusters Score -446494.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -446522.687500 Penalty: 4148.449219
	Iteration 16Q: 3 clusters Score -446522.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -446537.593750 Penalty: 4148.449219
	Iteration 17Q: 3 clusters Score -446537.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -446542.187500 Penalty: 4148.449219
	Iteration 18Q: 3 clusters Score -446542.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -446542.781250 Penalty: 4148.449219
	Iteration 19Q: 3 clusters Score -446542.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -446542.375000 Penalty: 4148.449219
	Iteration 20F: 3 clusters Score -446542.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -446542.968750 Penalty: 4148.449219
	Iteration 21Q: 3 clusters Score -446543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -446543.437500 Penalty: 4148.449219
	Iteration 22Q: 3 clusters Score -446543.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -446543.500000 Penalty: 4148.449219
	Iteration 23Q: 3 clusters Score -446543.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -446543.500000 Penalty: 4148.449219
	Iteration 24F: 3 clusters Score -446543.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Entering Unmasked Estep 
Score: -390811.906250 Penalty: 2041.051025
	Iteration 0F: 2 clusters Score -390811.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -387127.750000 Penalty: 4082.102051
	Iteration 0F: 3 clusters Score -387127.8 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -388062.281250 Penalty: 4082.102051
	Iteration 1F: 3 clusters Score -388062.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -388337.437500 Penalty: 4082.102051
	Iteration 2F: 3 clusters Score -388337.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -388530.875000 Penalty: 4082.102051
	Iteration 3F: 3 clusters Score -388530.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -388704.906250 Penalty: 4082.102051
	Iteration 4Q: 3 clusters Score -388704.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -388912.625000 Penalty: 4082.102051
	Iteration 5F: 3 clusters Score -388912.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -389115.593750 Penalty: 4082.102051
	Iteration 6F: 3 clusters Score -389115.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -389270.937500 Penalty: 4082.102051
	Iteration 7Q: 3 clusters Score -389270.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -389405.593750 Penalty: 4082.102051
	Iteration 8Q: 3 clusters Score -389405.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -389514.968750 Penalty: 4082.102051
	Iteration 9Q: 3 clusters Score -389515 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -389603.812500 Penalty: 4082.102051
	Iteration 10Q: 3 clusters Score -389603.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -389681.281250 Penalty: 4082.102051
	Iteration 11Q: 3 clusters Score -389681.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -389712.281250 Penalty: 4082.102051
	Iteration 12Q: 3 clusters Score -389712.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -389728.093750 Penalty: 4082.102051
	Iteration 13Q: 3 clusters Score -389728.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -389737.906250 Penalty: 4082.102051
	Iteration 14Q: 3 clusters Score -389737.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -389744.843750 Penalty: 4082.102051
	Iteration 15Q: 3 clusters Score -389744.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -389749.750000 Penalty: 4082.102051
	Iteration 16Q: 3 clusters Score -389749.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -389752.906250 Penalty: 4082.102051
	Iteration 17Q: 3 clusters Score -389752.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -389756.500000 Penalty: 4082.102051
	Iteration 18Q: 3 clusters Score -389756.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -389759.250000 Penalty: 4082.102051
	Iteration 19Q: 3 clusters Score -389759.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -389761.468750 Penalty: 4082.102051
	Iteration 20F: 3 clusters Score -389761.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -389765.406250 Penalty: 4082.102051
	Iteration 21Q: 3 clusters Score -389765.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -389766.062500 Penalty: 4082.102051
	Iteration 22Q: 3 clusters Score -389766.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -389768.093750 Penalty: 4082.102051
	Iteration 23Q: 3 clusters Score -389768.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -389769.843750 Penalty: 4082.102051
	Iteration 24Q: 3 clusters Score -389769.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -389770.718750 Penalty: 4082.102051
	Iteration 25Q: 3 clusters Score -389770.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -389771.187500 Penalty: 4082.102051
	Iteration 26Q: 3 clusters Score -389771.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -389773.750000 Penalty: 4082.102051
	Iteration 27Q: 3 clusters Score -389773.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -389777.031250 Penalty: 4082.102051
	Iteration 28Q: 3 clusters Score -389777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -389780.125000 Penalty: 4082.102051
	Iteration 29Q: 3 clusters Score -389780.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -389782.750000 Penalty: 4082.102051
	Iteration 30Q: 3 clusters Score -389782.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -389785.281250 Penalty: 4082.102051
	Iteration 31Q: 3 clusters Score -389785.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -389786.687500 Penalty: 4082.102051
	Iteration 32Q: 3 clusters Score -389786.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -389788.062500 Penalty: 4082.102051
	Iteration 33Q: 3 clusters Score -389788.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -389790.187500 Penalty: 4082.102051
	Iteration 34Q: 3 clusters Score -389790.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -389790.781250 Penalty: 4082.102051
	Iteration 35Q: 3 clusters Score -389790.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -389791.937500 Penalty: 4082.102051
	Iteration 36Q: 3 clusters Score -389791.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -389791.656250 Penalty: 4082.102051
	Iteration 37Q: 3 clusters Score -389791.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -389793.031250 Penalty: 4082.102051
	Iteration 38Q: 3 clusters Score -389793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -389793.562500 Penalty: 4082.102051
	Iteration 39Q: 3 clusters Score -389793.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -389793.562500 Penalty: 4082.102051
	Iteration 40F: 3 clusters Score -389793.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Entering Unmasked Estep 
Score: -244762.796875 Penalty: 1910.121948
	Iteration 0F: 2 clusters Score -244762.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -242027.187500 Penalty: 3820.243896
	Iteration 0F: 3 clusters Score -242027.2 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -242543.312500 Penalty: 3820.243896
	Iteration 1F: 3 clusters Score -242543.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -242659.187500 Penalty: 3820.243896
	Iteration 2F: 3 clusters Score -242659.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -242722.765625 Penalty: 3820.243896
	Iteration 3Q: 3 clusters Score -242722.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -242759.562500 Penalty: 3820.243896
	Iteration 4Q: 3 clusters Score -242759.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -242776.000000 Penalty: 3820.243896
	Iteration 5Q: 3 clusters Score -242776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -242788.859375 Penalty: 3820.243896
	Iteration 6Q: 3 clusters Score -242788.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -242807.421875 Penalty: 3820.243896
	Iteration 7Q: 3 clusters Score -242807.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -242815.859375 Penalty: 3820.243896
	Iteration 8Q: 3 clusters Score -242815.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -242830.859375 Penalty: 3820.243896
	Iteration 9Q: 3 clusters Score -242830.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -242847.625000 Penalty: 3820.243896
	Iteration 10Q: 3 clusters Score -242847.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -242857.625000 Penalty: 3820.243896
	Iteration 11Q: 3 clusters Score -242857.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -242864.828125 Penalty: 3820.243896
	Iteration 12Q: 3 clusters Score -242864.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -242878.875000 Penalty: 3820.243896
	Iteration 13Q: 3 clusters Score -242878.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -242892.500000 Penalty: 3820.243896
	Iteration 14Q: 3 clusters Score -242892.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -242902.796875 Penalty: 3820.243896
	Iteration 15Q: 3 clusters Score -242902.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -242906.343750 Penalty: 3820.243896
	Iteration 16Q: 3 clusters Score -242906.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -242911.390625 Penalty: 3820.243896
	Iteration 17Q: 3 clusters Score -242911.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -242915.796875 Penalty: 3820.243896
	Iteration 18Q: 3 clusters Score -242915.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -242919.750000 Penalty: 3820.243896
	Iteration 19Q: 3 clusters Score -242919.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -242921.781250 Penalty: 3820.243896
	Iteration 20F: 3 clusters Score -242921.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -242922.890625 Penalty: 3820.243896
	Iteration 21Q: 3 clusters Score -242922.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -242926.203125 Penalty: 3820.243896
	Iteration 22Q: 3 clusters Score -242926.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -242929.609375 Penalty: 3820.243896
	Iteration 23Q: 3 clusters Score -242929.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -242932.187500 Penalty: 3820.243896
	Iteration 24Q: 3 clusters Score -242932.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -242932.593750 Penalty: 3820.243896
	Iteration 25Q: 3 clusters Score -242932.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -242933.546875 Penalty: 3820.243896
	Iteration 26Q: 3 clusters Score -242933.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -242934.156250 Penalty: 3820.243896
	Iteration 27Q: 3 clusters Score -242934.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -242936.421875 Penalty: 3820.243896
	Iteration 28Q: 3 clusters Score -242936.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -242936.921875 Penalty: 3820.243896
	Iteration 29Q: 3 clusters Score -242936.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -242938.593750 Penalty: 3820.243896
	Iteration 30Q: 3 clusters Score -242938.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -242940.140625 Penalty: 3820.243896
	Iteration 31Q: 3 clusters Score -242940.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -242942.671875 Penalty: 3820.243896
	Iteration 32Q: 3 clusters Score -242942.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -242947.296875 Penalty: 3820.243896
	Iteration 33Q: 3 clusters Score -242947.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -242955.312500 Penalty: 3820.243896
	Iteration 34Q: 3 clusters Score -242955.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -242959.187500 Penalty: 3820.243896
	Iteration 35Q: 3 clusters Score -242959.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -242961.812500 Penalty: 3820.243896
	Iteration 36Q: 3 clusters Score -242961.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -242962.578125 Penalty: 3820.243896
	Iteration 37Q: 3 clusters Score -242962.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -242963.312500 Penalty: 3820.243896
	Iteration 38Q: 3 clusters Score -242963.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -242965.187500 Penalty: 3820.243896
	Iteration 39Q: 3 clusters Score -242965.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -242966.187500 Penalty: 3820.243896
	Iteration 40F: 3 clusters Score -242966.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -242966.828125 Penalty: 3820.243896
	Iteration 41Q: 3 clusters Score -242966.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -242966.828125 Penalty: 3820.243896
	Iteration 42F: 3 clusters Score -242966.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (14348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Entering Unmasked Estep 
Score: -1542818.125000 Penalty: 2373.698730
	Iteration 0F: 2 clusters Score -1542818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1532368.250000 Penalty: 4747.397461
	Iteration 0F: 3 clusters Score -1532368 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1535685.250000 Penalty: 4747.397461
	Iteration 1F: 3 clusters Score -1535685 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1536147.250000 Penalty: 4747.397461
	Iteration 2F: 3 clusters Score -1536147 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1536613.500000 Penalty: 4747.397461
	Iteration 3F: 3 clusters Score -1536614 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1537093.500000 Penalty: 4747.397461
	Iteration 4F: 3 clusters Score -1537094 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1537524.125000 Penalty: 4747.397461
	Iteration 5F: 3 clusters Score -1537524 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1537871.500000 Penalty: 4747.397461
	Iteration 6Q: 3 clusters Score -1537872 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1538218.875000 Penalty: 4747.397461
	Iteration 7Q: 3 clusters Score -1538219 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1538634.375000 Penalty: 4747.397461
	Iteration 8Q: 3 clusters Score -1538634 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1539050.625000 Penalty: 4747.397461
	Iteration 9Q: 3 clusters Score -1539051 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1539453.875000 Penalty: 4747.397461
	Iteration 10Q: 3 clusters Score -1539454 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1539801.375000 Penalty: 4747.397461
	Iteration 11Q: 3 clusters Score -1539801 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1540072.125000 Penalty: 4747.397461
	Iteration 12Q: 3 clusters Score -1540072 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1540247.625000 Penalty: 4747.397461
	Iteration 13Q: 3 clusters Score -1540248 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1540371.250000 Penalty: 4747.397461
	Iteration 14Q: 3 clusters Score -1540371 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1540460.750000 Penalty: 4747.397461
	Iteration 15Q: 3 clusters Score -1540461 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1540518.250000 Penalty: 4747.397461
	Iteration 16Q: 3 clusters Score -1540518 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1540561.000000 Penalty: 4747.397461
	Iteration 17Q: 3 clusters Score -1540561 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1540597.500000 Penalty: 4747.397461
	Iteration 18Q: 3 clusters Score -1540598 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1540628.625000 Penalty: 4747.397461
	Iteration 19Q: 3 clusters Score -1540629 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1540645.625000 Penalty: 4747.397461
	Iteration 20F: 3 clusters Score -1540646 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1540663.000000 Penalty: 4747.397461
	Iteration 21Q: 3 clusters Score -1540663 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1540681.000000 Penalty: 4747.397461
	Iteration 22Q: 3 clusters Score -1540681 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1540698.375000 Penalty: 4747.397461
	Iteration 23Q: 3 clusters Score -1540698 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1540715.625000 Penalty: 4747.397461
	Iteration 24Q: 3 clusters Score -1540716 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1540731.000000 Penalty: 4747.397461
	Iteration 25Q: 3 clusters Score -1540731 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1540740.000000 Penalty: 4747.397461
	Iteration 26Q: 3 clusters Score -1540740 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1540757.125000 Penalty: 4747.397461
	Iteration 27Q: 3 clusters Score -1540757 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1540765.625000 Penalty: 4747.397461
	Iteration 28Q: 3 clusters Score -1540766 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1540773.250000 Penalty: 4747.397461
	Iteration 29Q: 3 clusters Score -1540773 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1540787.125000 Penalty: 4747.397461
	Iteration 30Q: 3 clusters Score -1540787 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1540800.875000 Penalty: 4747.397461
	Iteration 31Q: 3 clusters Score -1540801 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1540808.125000 Penalty: 4747.397461
	Iteration 32Q: 3 clusters Score -1540808 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1540812.625000 Penalty: 4747.397461
	Iteration 33Q: 3 clusters Score -1540813 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1540819.000000 Penalty: 4747.397461
	Iteration 34Q: 3 clusters Score -1540819 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1540826.375000 Penalty: 4747.397461
	Iteration 35Q: 3 clusters Score -1540826 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1540836.375000 Penalty: 4747.397461
	Iteration 36Q: 3 clusters Score -1540836 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1540838.750000 Penalty: 4747.397461
	Iteration 37Q: 3 clusters Score -1540839 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1540846.750000 Penalty: 4747.397461
	Iteration 38Q: 3 clusters Score -1540847 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1540851.375000 Penalty: 4747.397461
	Iteration 39Q: 3 clusters Score -1540851 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1540850.000000 Penalty: 4747.397461
	Iteration 40F: 3 clusters Score -1540850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1540858.125000 Penalty: 4747.397461
	Iteration 41Q: 3 clusters Score -1540858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1540863.625000 Penalty: 4747.397461
	Iteration 42Q: 3 clusters Score -1540864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1540866.875000 Penalty: 4747.397461
	Iteration 43Q: 3 clusters Score -1540867 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1540871.250000 Penalty: 4747.397461
	Iteration 44Q: 3 clusters Score -1540871 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1540873.125000 Penalty: 4747.397461
	Iteration 45Q: 3 clusters Score -1540873 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1540877.125000 Penalty: 4747.397461
	Iteration 46Q: 3 clusters Score -1540877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1540878.625000 Penalty: 4747.397461
	Iteration 47Q: 3 clusters Score -1540879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1540880.375000 Penalty: 4747.397461
	Iteration 48Q: 3 clusters Score -1540880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1540883.875000 Penalty: 4747.397461
	Iteration 49Q: 3 clusters Score -1540884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1540886.625000 Penalty: 4747.397461
	Iteration 50Q: 3 clusters Score -1540887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1540887.375000 Penalty: 4747.397461
	Iteration 51Q: 3 clusters Score -1540887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1540885.375000 Penalty: 4747.397461
	Iteration 52Q: 3 clusters Score -1540885 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1540893.125000 Penalty: 4747.397461
	Iteration 53Q: 3 clusters Score -1540893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1540895.625000 Penalty: 4747.397461
	Iteration 54Q: 3 clusters Score -1540896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1540895.750000 Penalty: 4747.397461
	Iteration 55Q: 3 clusters Score -1540896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1540895.625000 Penalty: 4747.397461
	Iteration 56Q: 3 clusters Score -1540896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1540898.625000 Penalty: 4747.397461
	Iteration 57Q: 3 clusters Score -1540899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1540904.625000 Penalty: 4747.397461
	Iteration 58Q: 3 clusters Score -1540905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1540903.500000 Penalty: 4747.397461
	Iteration 59Q: 3 clusters Score -1540904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1540904.375000 Penalty: 4747.397461
	Iteration 60F: 3 clusters Score -1540904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1540905.875000 Penalty: 4747.397461
	Iteration 61Q: 3 clusters Score -1540906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1540908.750000 Penalty: 4747.397461
	Iteration 62Q: 3 clusters Score -1540909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1540913.500000 Penalty: 4747.397461
	Iteration 63Q: 3 clusters Score -1540914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1540914.500000 Penalty: 4747.397461
	Iteration 64Q: 3 clusters Score -1540914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1540917.000000 Penalty: 4747.397461
	Iteration 65Q: 3 clusters Score -1540917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -1540924.375000 Penalty: 4747.397461
	Iteration 66Q: 3 clusters Score -1540924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1540924.500000 Penalty: 4747.397461
	Iteration 67Q: 3 clusters Score -1540924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1540928.375000 Penalty: 4747.397461
	Iteration 68Q: 3 clusters Score -1540928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1540931.750000 Penalty: 4747.397461
	Iteration 69Q: 3 clusters Score -1540932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1540933.500000 Penalty: 4747.397461
	Iteration 70Q: 3 clusters Score -1540934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1540935.375000 Penalty: 4747.397461
	Iteration 71Q: 3 clusters Score -1540935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1540939.750000 Penalty: 4747.397461
	Iteration 72Q: 3 clusters Score -1540940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1540939.375000 Penalty: 4747.397461
	Iteration 73Q: 3 clusters Score -1540939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1540940.750000 Penalty: 4747.397461
	Iteration 74Q: 3 clusters Score -1540941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1540944.750000 Penalty: 4747.397461
	Iteration 75Q: 3 clusters Score -1540945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1540947.250000 Penalty: 4747.397461
	Iteration 76Q: 3 clusters Score -1540947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1540944.875000 Penalty: 4747.397461
	Iteration 77Q: 3 clusters Score -1540945 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1540950.250000 Penalty: 4747.397461
	Iteration 78Q: 3 clusters Score -1540950 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1540956.250000 Penalty: 4747.397461
	Iteration 79Q: 3 clusters Score -1540956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1540961.250000 Penalty: 4747.397461
	Iteration 80F: 3 clusters Score -1540961 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1540968.750000 Penalty: 4747.397461
	Iteration 81Q: 3 clusters Score -1540969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1540968.500000 Penalty: 4747.397461
	Iteration 82Q: 3 clusters Score -1540968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1540971.875000 Penalty: 4747.397461
	Iteration 83Q: 3 clusters Score -1540972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1540973.625000 Penalty: 4747.397461
	Iteration 84Q: 3 clusters Score -1540974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1540973.250000 Penalty: 4747.397461
	Iteration 85Q: 3 clusters Score -1540973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1540980.250000 Penalty: 4747.397461
	Iteration 86Q: 3 clusters Score -1540980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1540982.000000 Penalty: 4747.397461
	Iteration 87Q: 3 clusters Score -1540982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1540984.000000 Penalty: 4747.397461
	Iteration 88Q: 3 clusters Score -1540984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1540988.250000 Penalty: 4747.397461
	Iteration 89Q: 3 clusters Score -1540988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1540992.750000 Penalty: 4747.397461
	Iteration 90Q: 3 clusters Score -1540993 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1540996.375000 Penalty: 4747.397461
	Iteration 91Q: 3 clusters Score -1540996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1540997.750000 Penalty: 4747.397461
	Iteration 92Q: 3 clusters Score -1540998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1540997.375000 Penalty: 4747.397461
	Iteration 93Q: 3 clusters Score -1540997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1541000.250000 Penalty: 4747.397461
	Iteration 94Q: 3 clusters Score -1541000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1541001.375000 Penalty: 4747.397461
	Iteration 95Q: 3 clusters Score -1541001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1541001.375000 Penalty: 4747.397461
	Iteration 96Q: 3 clusters Score -1541001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1541002.750000 Penalty: 4747.397461
	Iteration 97Q: 3 clusters Score -1541003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1541003.625000 Penalty: 4747.397461
	Iteration 98Q: 3 clusters Score -1541004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1541006.250000 Penalty: 4747.397461
	Iteration 99Q: 3 clusters Score -1541006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1541007.375000 Penalty: 4747.397461
	Iteration 100F: 3 clusters Score -1541007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1541008.000000 Penalty: 4747.397461
	Iteration 101Q: 3 clusters Score -1541008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1541008.000000 Penalty: 4747.397461
	Iteration 102F: 3 clusters Score -1541008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (22943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Entering Unmasked Estep 
Score: -2403504.750000 Penalty: 2490.110352
	Iteration 0F: 2 clusters Score -2403505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -2387678.500000 Penalty: 4980.220703
	Iteration 0F: 3 clusters Score -2387678 nChanged 10098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -2393061.000000 Penalty: 4980.220703
	Iteration 1F: 3 clusters Score -2393061 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -2393462.750000 Penalty: 4980.220703
	Iteration 2F: 3 clusters Score -2393463 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -2393862.250000 Penalty: 4980.220703
	Iteration 3Q: 3 clusters Score -2393862 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -2394222.500000 Penalty: 4980.220703
	Iteration 4Q: 3 clusters Score -2394222 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -2394619.500000 Penalty: 4980.220703
	Iteration 5Q: 3 clusters Score -2394620 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -2395036.250000 Penalty: 4980.220703
	Iteration 6Q: 3 clusters Score -2395036 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -2395501.250000 Penalty: 4980.220703
	Iteration 7Q: 3 clusters Score -2395501 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -2396033.250000 Penalty: 4980.220703
	Iteration 8Q: 3 clusters Score -2396033 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -2396698.750000 Penalty: 4980.220703
	Iteration 9Q: 3 clusters Score -2396699 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -2397446.750000 Penalty: 4980.220703
	Iteration 10Q: 3 clusters Score -2397447 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -2398099.500000 Penalty: 4980.220703
	Iteration 11Q: 3 clusters Score -2398100 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -2398613.250000 Penalty: 4980.220703
	Iteration 12Q: 3 clusters Score -2398613 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -2398904.250000 Penalty: 4980.220703
	Iteration 13Q: 3 clusters Score -2398904 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2399094.750000 Penalty: 4980.220703
	Iteration 14Q: 3 clusters Score -2399095 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -2399231.000000 Penalty: 4980.220703
	Iteration 15Q: 3 clusters Score -2399231 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2399336.000000 Penalty: 4980.220703
	Iteration 16Q: 3 clusters Score -2399336 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -2399439.000000 Penalty: 4980.220703
	Iteration 17Q: 3 clusters Score -2399439 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -2399542.250000 Penalty: 4980.220703
	Iteration 18Q: 3 clusters Score -2399542 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -2399651.750000 Penalty: 4980.220703
	Iteration 19Q: 3 clusters Score -2399652 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -2399728.250000 Penalty: 4980.220703
	Iteration 20F: 3 clusters Score -2399728 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -2399807.000000 Penalty: 4980.220703
	Iteration 21Q: 3 clusters Score -2399807 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -2399909.750000 Penalty: 4980.220703
	Iteration 22Q: 3 clusters Score -2399910 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2399987.750000 Penalty: 4980.220703
	Iteration 23Q: 3 clusters Score -2399988 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -2400045.750000 Penalty: 4980.220703
	Iteration 24Q: 3 clusters Score -2400046 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -2400106.000000 Penalty: 4980.220703
	Iteration 25Q: 3 clusters Score -2400106 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -2400147.250000 Penalty: 4980.220703
	Iteration 26Q: 3 clusters Score -2400147 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -2400177.750000 Penalty: 4980.220703
	Iteration 27Q: 3 clusters Score -2400178 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2400206.000000 Penalty: 4980.220703
	Iteration 28Q: 3 clusters Score -2400206 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -2400252.000000 Penalty: 4980.220703
	Iteration 29Q: 3 clusters Score -2400252 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -2400288.500000 Penalty: 4980.220703
	Iteration 30Q: 3 clusters Score -2400288 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -2400305.750000 Penalty: 4980.220703
	Iteration 31Q: 3 clusters Score -2400306 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -2400330.250000 Penalty: 4980.220703
	Iteration 32Q: 3 clusters Score -2400330 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -2400346.000000 Penalty: 4980.220703
	Iteration 33Q: 3 clusters Score -2400346 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -2400363.750000 Penalty: 4980.220703
	Iteration 34Q: 3 clusters Score -2400364 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -2400380.000000 Penalty: 4980.220703
	Iteration 35Q: 3 clusters Score -2400380 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -2400392.750000 Penalty: 4980.220703
	Iteration 36Q: 3 clusters Score -2400393 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -2400405.250000 Penalty: 4980.220703
	Iteration 37Q: 3 clusters Score -2400405 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -2400420.500000 Penalty: 4980.220703
	Iteration 38Q: 3 clusters Score -2400420 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -2400436.500000 Penalty: 4980.220703
	Iteration 39Q: 3 clusters Score -2400436 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -2400442.750000 Penalty: 4980.220703
	Iteration 40F: 3 clusters Score -2400443 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -2400457.000000 Penalty: 4980.220703
	Iteration 41Q: 3 clusters Score -2400457 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -2400468.500000 Penalty: 4980.220703
	Iteration 42Q: 3 clusters Score -2400468 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2400469.750000 Penalty: 4980.220703
	Iteration 43Q: 3 clusters Score -2400470 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -2400481.750000 Penalty: 4980.220703
	Iteration 44Q: 3 clusters Score -2400482 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -2400494.750000 Penalty: 4980.220703
	Iteration 45Q: 3 clusters Score -2400495 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -2400499.000000 Penalty: 4980.220703
	Iteration 46Q: 3 clusters Score -2400499 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -2400512.000000 Penalty: 4980.220703
	Iteration 47Q: 3 clusters Score -2400512 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -2400520.500000 Penalty: 4980.220703
	Iteration 48Q: 3 clusters Score -2400520 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -2400528.000000 Penalty: 4980.220703
	Iteration 49Q: 3 clusters Score -2400528 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2400536.750000 Penalty: 4980.220703
	Iteration 50Q: 3 clusters Score -2400537 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -2400543.000000 Penalty: 4980.220703
	Iteration 51Q: 3 clusters Score -2400543 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -2400550.000000 Penalty: 4980.220703
	Iteration 52Q: 3 clusters Score -2400550 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -2400564.250000 Penalty: 4980.220703
	Iteration 53Q: 3 clusters Score -2400564 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -2400568.750000 Penalty: 4980.220703
	Iteration 54Q: 3 clusters Score -2400569 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -2400579.000000 Penalty: 4980.220703
	Iteration 55Q: 3 clusters Score -2400579 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2400593.750000 Penalty: 4980.220703
	Iteration 56Q: 3 clusters Score -2400594 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -2400594.750000 Penalty: 4980.220703
	Iteration 57Q: 3 clusters Score -2400595 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -2400605.500000 Penalty: 4980.220703
	Iteration 58Q: 3 clusters Score -2400606 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -2400617.500000 Penalty: 4980.220703
	Iteration 59Q: 3 clusters Score -2400618 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -2400631.250000 Penalty: 4980.220703
	Iteration 60F: 3 clusters Score -2400631 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -2400649.500000 Penalty: 4980.220703
	Iteration 61Q: 3 clusters Score -2400650 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -2400669.000000 Penalty: 4980.220703
	Iteration 62Q: 3 clusters Score -2400669 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -2400668.500000 Penalty: 4980.220703
	Iteration 63Q: 3 clusters Score -2400668 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -2400681.500000 Penalty: 4980.220703
	Iteration 64Q: 3 clusters Score -2400682 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -2400690.500000 Penalty: 4980.220703
	Iteration 65Q: 3 clusters Score -2400690 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -2400696.250000 Penalty: 4980.220703
	Iteration 66Q: 3 clusters Score -2400696 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -2400698.500000 Penalty: 4980.220703
	Iteration 67Q: 3 clusters Score -2400698 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -2400708.500000 Penalty: 4980.220703
	Iteration 68Q: 3 clusters Score -2400708 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -2400709.250000 Penalty: 4980.220703
	Iteration 69Q: 3 clusters Score -2400709 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -2400711.250000 Penalty: 4980.220703
	Iteration 70Q: 3 clusters Score -2400711 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -2400715.750000 Penalty: 4980.220703
	Iteration 71Q: 3 clusters Score -2400716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2400720.000000 Penalty: 4980.220703
	Iteration 72Q: 3 clusters Score -2400720 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -2400715.250000 Penalty: 4980.220703
	Iteration 73Q: 3 clusters Score -2400715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -2400720.250000 Penalty: 4980.220703
	Iteration 74Q: 3 clusters Score -2400720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -2400721.000000 Penalty: 4980.220703
	Iteration 75Q: 3 clusters Score -2400721 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -2400718.500000 Penalty: 4980.220703
	Iteration 76Q: 3 clusters Score -2400718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2400719.000000 Penalty: 4980.220703
	Iteration 77Q: 3 clusters Score -2400719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -2400722.000000 Penalty: 4980.220703
	Iteration 78Q: 3 clusters Score -2400722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2400720.750000 Penalty: 4980.220703
	Iteration 79Q: 3 clusters Score -2400721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2400721.250000 Penalty: 4980.220703
	Iteration 80F: 3 clusters Score -2400721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2400721.750000 Penalty: 4980.220703
	Iteration 81Q: 3 clusters Score -2400722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -2400724.250000 Penalty: 4980.220703
	Iteration 82Q: 3 clusters Score -2400724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -2400726.500000 Penalty: 4980.220703
	Iteration 83Q: 3 clusters Score -2400726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -2400725.750000 Penalty: 4980.220703
	Iteration 84Q: 3 clusters Score -2400726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -2400723.250000 Penalty: 4980.220703
	Iteration 85Q: 3 clusters Score -2400723 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -2400727.750000 Penalty: 4980.220703
	Iteration 86Q: 3 clusters Score -2400728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2400724.000000 Penalty: 4980.220703
	Iteration 87Q: 3 clusters Score -2400724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2400729.250000 Penalty: 4980.220703
	Iteration 88Q: 3 clusters Score -2400729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -2400725.000000 Penalty: 4980.220703
	Iteration 89Q: 3 clusters Score -2400725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -2400728.500000 Penalty: 4980.220703
	Iteration 90Q: 3 clusters Score -2400728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -2400725.750000 Penalty: 4980.220703
	Iteration 91Q: 3 clusters Score -2400726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2400728.750000 Penalty: 4980.220703
	Iteration 92Q: 3 clusters Score -2400729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -2400728.250000 Penalty: 4980.220703
	Iteration 93Q: 3 clusters Score -2400728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -2400728.250000 Penalty: 4980.220703
	Iteration 94Q: 3 clusters Score -2400728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -2400728.000000 Penalty: 4980.220703
	Iteration 95Q: 3 clusters Score -2400728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -2400735.750000 Penalty: 4980.220703
	Iteration 96Q: 3 clusters Score -2400736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2400741.000000 Penalty: 4980.220703
	Iteration 97Q: 3 clusters Score -2400741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -2400738.250000 Penalty: 4980.220703
	Iteration 98Q: 3 clusters Score -2400738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2400743.750000 Penalty: 4980.220703
	Iteration 99Q: 3 clusters Score -2400744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -2400741.500000 Penalty: 4980.220703
	Iteration 100F: 3 clusters Score -2400742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -2400746.750000 Penalty: 4980.220703
	Iteration 101Q: 3 clusters Score -2400747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -2400745.250000 Penalty: 4980.220703
	Iteration 102Q: 3 clusters Score -2400745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -2400750.250000 Penalty: 4980.220703
	Iteration 103Q: 3 clusters Score -2400750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -2400749.000000 Penalty: 4980.220703
	Iteration 104Q: 3 clusters Score -2400749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -2400750.750000 Penalty: 4980.220703
	Iteration 105Q: 3 clusters Score -2400751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -2400749.500000 Penalty: 4980.220703
	Iteration 106Q: 3 clusters Score -2400750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -2400747.000000 Penalty: 4980.220703
	Iteration 107Q: 3 clusters Score -2400747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2400748.750000 Penalty: 4980.220703
	Iteration 108Q: 3 clusters Score -2400749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2400748.750000 Penalty: 4980.220703
	Iteration 109F: 3 clusters Score -2400749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Entering Unmasked Estep 
Score: -327263.312500 Penalty: 1991.541626
	Iteration 0F: 2 clusters Score -327263.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -323956.156250 Penalty: 3983.083252
	Iteration 0F: 3 clusters Score -323956.2 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -324623.218750 Penalty: 3983.083252
	Iteration 1F: 3 clusters Score -324623.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -324781.187500 Penalty: 3983.083252
	Iteration 2F: 3 clusters Score -324781.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -324868.593750 Penalty: 3983.083252
	Iteration 3Q: 3 clusters Score -324868.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -324921.187500 Penalty: 3983.083252
	Iteration 4Q: 3 clusters Score -324921.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -324956.468750 Penalty: 3983.083252
	Iteration 5Q: 3 clusters Score -324956.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -324987.843750 Penalty: 3983.083252
	Iteration 6Q: 3 clusters Score -324987.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -325021.281250 Penalty: 3983.083252
	Iteration 7Q: 3 clusters Score -325021.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -325079.312500 Penalty: 3983.083252
	Iteration 8Q: 3 clusters Score -325079.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -325138.500000 Penalty: 3983.083252
	Iteration 9Q: 3 clusters Score -325138.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -325192.000000 Penalty: 3983.083252
	Iteration 10Q: 3 clusters Score -325192 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -325230.250000 Penalty: 3983.083252
	Iteration 11Q: 3 clusters Score -325230.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -325261.281250 Penalty: 3983.083252
	Iteration 12Q: 3 clusters Score -325261.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -325291.875000 Penalty: 3983.083252
	Iteration 13Q: 3 clusters Score -325291.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -325319.343750 Penalty: 3983.083252
	Iteration 14Q: 3 clusters Score -325319.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -325352.375000 Penalty: 3983.083252
	Iteration 15Q: 3 clusters Score -325352.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -325384.593750 Penalty: 3983.083252
	Iteration 16Q: 3 clusters Score -325384.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -325407.468750 Penalty: 3983.083252
	Iteration 17Q: 3 clusters Score -325407.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -325433.468750 Penalty: 3983.083252
	Iteration 18Q: 3 clusters Score -325433.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -325467.718750 Penalty: 3983.083252
	Iteration 19Q: 3 clusters Score -325467.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -325495.718750 Penalty: 3983.083252
	Iteration 20F: 3 clusters Score -325495.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -325523.531250 Penalty: 3983.083252
	Iteration 21Q: 3 clusters Score -325523.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -325552.312500 Penalty: 3983.083252
	Iteration 22Q: 3 clusters Score -325552.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -325579.656250 Penalty: 3983.083252
	Iteration 23Q: 3 clusters Score -325579.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -325617.687500 Penalty: 3983.083252
	Iteration 24Q: 3 clusters Score -325617.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -325667.562500 Penalty: 3983.083252
	Iteration 25Q: 3 clusters Score -325667.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -325722.343750 Penalty: 3983.083252
	Iteration 26Q: 3 clusters Score -325722.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -325776.031250 Penalty: 3983.083252
	Iteration 27Q: 3 clusters Score -325776 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -325846.781250 Penalty: 3983.083252
	Iteration 28Q: 3 clusters Score -325846.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -325981.781250 Penalty: 3983.083252
	Iteration 29Q: 3 clusters Score -325981.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -326142.468750 Penalty: 3983.083252
	Iteration 30Q: 3 clusters Score -326142.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -326334.937500 Penalty: 3983.083252
	Iteration 31Q: 3 clusters Score -326334.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -326577.093750 Penalty: 3983.083252
	Iteration 32Q: 3 clusters Score -326577.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -326787.125000 Penalty: 3983.083252
	Iteration 33Q: 3 clusters Score -326787.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -326927.750000 Penalty: 3983.083252
	Iteration 34Q: 3 clusters Score -326927.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -326973.437500 Penalty: 3983.083252
	Iteration 35Q: 3 clusters Score -326973.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -326982.625000 Penalty: 3983.083252
	Iteration 36Q: 3 clusters Score -326982.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -326989.656250 Penalty: 3983.083252
	Iteration 37Q: 3 clusters Score -326989.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -326990.843750 Penalty: 3983.083252
	Iteration 38Q: 3 clusters Score -326990.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -326991.687500 Penalty: 3983.083252
	Iteration 39Q: 3 clusters Score -326991.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -326991.781250 Penalty: 3983.083252
	Iteration 40F: 3 clusters Score -326991.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (13339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Entering Unmasked Estep 
Score: -1405511.250000 Penalty: 2355.614990
	Iteration 0F: 2 clusters Score -1405511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1395781.250000 Penalty: 4711.229980
	Iteration 0F: 3 clusters Score -1395781 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1398921.375000 Penalty: 4711.229980
	Iteration 1F: 3 clusters Score -1398921 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1399281.625000 Penalty: 4711.229980
	Iteration 2F: 3 clusters Score -1399282 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1399545.500000 Penalty: 4711.229980
	Iteration 3Q: 3 clusters Score -1399546 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1399762.375000 Penalty: 4711.229980
	Iteration 4Q: 3 clusters Score -1399762 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1399924.625000 Penalty: 4711.229980
	Iteration 5Q: 3 clusters Score -1399925 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1400087.375000 Penalty: 4711.229980
	Iteration 6Q: 3 clusters Score -1400087 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1400252.375000 Penalty: 4711.229980
	Iteration 7Q: 3 clusters Score -1400252 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1400446.500000 Penalty: 4711.229980
	Iteration 8Q: 3 clusters Score -1400446 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1400691.125000 Penalty: 4711.229980
	Iteration 9Q: 3 clusters Score -1400691 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1400961.375000 Penalty: 4711.229980
	Iteration 10Q: 3 clusters Score -1400961 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1401245.375000 Penalty: 4711.229980
	Iteration 11Q: 3 clusters Score -1401245 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1401521.875000 Penalty: 4711.229980
	Iteration 12Q: 3 clusters Score -1401522 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1401803.750000 Penalty: 4711.229980
	Iteration 13Q: 3 clusters Score -1401804 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1402198.125000 Penalty: 4711.229980
	Iteration 14Q: 3 clusters Score -1402198 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1402687.750000 Penalty: 4711.229980
	Iteration 15Q: 3 clusters Score -1402688 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1403188.125000 Penalty: 4711.229980
	Iteration 16Q: 3 clusters Score -1403188 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1403589.250000 Penalty: 4711.229980
	Iteration 17Q: 3 clusters Score -1403589 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1403823.500000 Penalty: 4711.229980
	Iteration 18Q: 3 clusters Score -1403824 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1403937.000000 Penalty: 4711.229980
	Iteration 19Q: 3 clusters Score -1403937 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1404002.000000 Penalty: 4711.229980
	Iteration 20F: 3 clusters Score -1404002 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1404029.500000 Penalty: 4711.229980
	Iteration 21Q: 3 clusters Score -1404030 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1404045.125000 Penalty: 4711.229980
	Iteration 22Q: 3 clusters Score -1404045 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1404061.750000 Penalty: 4711.229980
	Iteration 23Q: 3 clusters Score -1404062 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1404068.625000 Penalty: 4711.229980
	Iteration 24Q: 3 clusters Score -1404069 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1404075.500000 Penalty: 4711.229980
	Iteration 25Q: 3 clusters Score -1404076 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1404083.250000 Penalty: 4711.229980
	Iteration 26Q: 3 clusters Score -1404083 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1404089.625000 Penalty: 4711.229980
	Iteration 27Q: 3 clusters Score -1404090 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1404097.875000 Penalty: 4711.229980
	Iteration 28Q: 3 clusters Score -1404098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1404097.000000 Penalty: 4711.229980
	Iteration 29Q: 3 clusters Score -1404097 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1404102.000000 Penalty: 4711.229980
	Iteration 30Q: 3 clusters Score -1404102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1404103.125000 Penalty: 4711.229980
	Iteration 31Q: 3 clusters Score -1404103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1404107.500000 Penalty: 4711.229980
	Iteration 32Q: 3 clusters Score -1404108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1404108.000000 Penalty: 4711.229980
	Iteration 33Q: 3 clusters Score -1404108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1404109.500000 Penalty: 4711.229980
	Iteration 34Q: 3 clusters Score -1404110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1404111.500000 Penalty: 4711.229980
	Iteration 35Q: 3 clusters Score -1404112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1404111.875000 Penalty: 4711.229980
	Iteration 36Q: 3 clusters Score -1404112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1404110.625000 Penalty: 4711.229980
	Iteration 37Q: 3 clusters Score -1404111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1404110.750000 Penalty: 4711.229980
	Iteration 38Q: 3 clusters Score -1404111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1404115.750000 Penalty: 4711.229980
	Iteration 39Q: 3 clusters Score -1404116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1404117.750000 Penalty: 4711.229980
	Iteration 40F: 3 clusters Score -1404118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1404119.375000 Penalty: 4711.229980
	Iteration 41Q: 3 clusters Score -1404119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1404120.875000 Penalty: 4711.229980
	Iteration 42Q: 3 clusters Score -1404121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1404119.625000 Penalty: 4711.229980
	Iteration 43Q: 3 clusters Score -1404120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1404121.500000 Penalty: 4711.229980
	Iteration 44Q: 3 clusters Score -1404122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1404121.750000 Penalty: 4711.229980
	Iteration 45Q: 3 clusters Score -1404122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1404121.125000 Penalty: 4711.229980
	Iteration 46Q: 3 clusters Score -1404121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1404122.000000 Penalty: 4711.229980
	Iteration 47Q: 3 clusters Score -1404122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1404122.875000 Penalty: 4711.229980
	Iteration 48Q: 3 clusters Score -1404123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1404123.125000 Penalty: 4711.229980
	Iteration 49Q: 3 clusters Score -1404123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1404122.625000 Penalty: 4711.229980
	Iteration 50Q: 3 clusters Score -1404123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1404122.750000 Penalty: 4711.229980
	Iteration 51Q: 3 clusters Score -1404123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1404125.500000 Penalty: 4711.229980
	Iteration 52Q: 3 clusters Score -1404126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1404130.375000 Penalty: 4711.229980
	Iteration 53Q: 3 clusters Score -1404130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1404128.375000 Penalty: 4711.229980
	Iteration 54Q: 3 clusters Score -1404128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1404127.625000 Penalty: 4711.229980
	Iteration 55Q: 3 clusters Score -1404128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1404133.000000 Penalty: 4711.229980
	Iteration 56Q: 3 clusters Score -1404133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1404130.375000 Penalty: 4711.229980
	Iteration 57Q: 3 clusters Score -1404130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1404130.125000 Penalty: 4711.229980
	Iteration 58Q: 3 clusters Score -1404130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1404130.250000 Penalty: 4711.229980
	Iteration 59Q: 3 clusters Score -1404130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1404132.750000 Penalty: 4711.229980
	Iteration 60F: 3 clusters Score -1404133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1404131.875000 Penalty: 4711.229980
	Iteration 61Q: 3 clusters Score -1404132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1404131.125000 Penalty: 4711.229980
	Iteration 62Q: 3 clusters Score -1404131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1404132.500000 Penalty: 4711.229980
	Iteration 63Q: 3 clusters Score -1404132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1404137.750000 Penalty: 4711.229980
	Iteration 64Q: 3 clusters Score -1404138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1404139.125000 Penalty: 4711.229980
	Iteration 65Q: 3 clusters Score -1404139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1404138.250000 Penalty: 4711.229980
	Iteration 66Q: 3 clusters Score -1404138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1404137.875000 Penalty: 4711.229980
	Iteration 67Q: 3 clusters Score -1404138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1404136.375000 Penalty: 4711.229980
	Iteration 68Q: 3 clusters Score -1404136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1404139.250000 Penalty: 4711.229980
	Iteration 69Q: 3 clusters Score -1404139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1404145.750000 Penalty: 4711.229980
	Iteration 70Q: 3 clusters Score -1404146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1404145.875000 Penalty: 4711.229980
	Iteration 71Q: 3 clusters Score -1404146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1404147.000000 Penalty: 4711.229980
	Iteration 72Q: 3 clusters Score -1404147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1404151.750000 Penalty: 4711.229980
	Iteration 73Q: 3 clusters Score -1404152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1404152.375000 Penalty: 4711.229980
	Iteration 74Q: 3 clusters Score -1404152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1404152.375000 Penalty: 4711.229980
	Iteration 75Q: 3 clusters Score -1404152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1404152.500000 Penalty: 4711.229980
	Iteration 76Q: 3 clusters Score -1404152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1404152.750000 Penalty: 4711.229980
	Iteration 77Q: 3 clusters Score -1404153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1404156.125000 Penalty: 4711.229980
	Iteration 78Q: 3 clusters Score -1404156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1404155.375000 Penalty: 4711.229980
	Iteration 79Q: 3 clusters Score -1404155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1404158.375000 Penalty: 4711.229980
	Iteration 80F: 3 clusters Score -1404158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1404161.500000 Penalty: 4711.229980
	Iteration 81Q: 3 clusters Score -1404162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1404162.750000 Penalty: 4711.229980
	Iteration 82Q: 3 clusters Score -1404163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1404160.125000 Penalty: 4711.229980
	Iteration 83Q: 3 clusters Score -1404160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1404161.375000 Penalty: 4711.229980
	Iteration 84Q: 3 clusters Score -1404161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1404161.875000 Penalty: 4711.229980
	Iteration 85Q: 3 clusters Score -1404162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1404160.625000 Penalty: 4711.229980
	Iteration 86Q: 3 clusters Score -1404161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1404161.250000 Penalty: 4711.229980
	Iteration 87Q: 3 clusters Score -1404161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1404161.125000 Penalty: 4711.229980
	Iteration 88Q: 3 clusters Score -1404161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1404161.000000 Penalty: 4711.229980
	Iteration 89Q: 3 clusters Score -1404161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1404163.250000 Penalty: 4711.229980
	Iteration 90Q: 3 clusters Score -1404163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1404165.875000 Penalty: 4711.229980
	Iteration 91Q: 3 clusters Score -1404166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1404167.000000 Penalty: 4711.229980
	Iteration 92Q: 3 clusters Score -1404167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1404166.625000 Penalty: 4711.229980
	Iteration 93Q: 3 clusters Score -1404167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1404163.875000 Penalty: 4711.229980
	Iteration 94Q: 3 clusters Score -1404164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1404165.875000 Penalty: 4711.229980
	Iteration 95Q: 3 clusters Score -1404166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1404170.500000 Penalty: 4711.229980
	Iteration 96Q: 3 clusters Score -1404170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1404175.500000 Penalty: 4711.229980
	Iteration 97Q: 3 clusters Score -1404176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1404173.125000 Penalty: 4711.229980
	Iteration 98Q: 3 clusters Score -1404173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1404171.625000 Penalty: 4711.229980
	Iteration 99Q: 3 clusters Score -1404172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1404173.125000 Penalty: 4711.229980
	Iteration 100F: 3 clusters Score -1404173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1404176.625000 Penalty: 4711.229980
	Iteration 101Q: 3 clusters Score -1404177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1404176.375000 Penalty: 4711.229980
	Iteration 102Q: 3 clusters Score -1404176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1404177.625000 Penalty: 4711.229980
	Iteration 103Q: 3 clusters Score -1404178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1404176.500000 Penalty: 4711.229980
	Iteration 104Q: 3 clusters Score -1404176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1404175.750000 Penalty: 4711.229980
	Iteration 105Q: 3 clusters Score -1404176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1404178.000000 Penalty: 4711.229980
	Iteration 106Q: 3 clusters Score -1404178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1404178.125000 Penalty: 4711.229980
	Iteration 107Q: 3 clusters Score -1404178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1404176.750000 Penalty: 4711.229980
	Iteration 108Q: 3 clusters Score -1404177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1404179.625000 Penalty: 4711.229980
	Iteration 109Q: 3 clusters Score -1404180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1404182.375000 Penalty: 4711.229980
	Iteration 110Q: 3 clusters Score -1404182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1404182.375000 Penalty: 4711.229980
	Iteration 111Q: 3 clusters Score -1404182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1404182.375000 Penalty: 4711.229980
	Iteration 112F: 3 clusters Score -1404182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (8062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Entering Unmasked Estep 
Score: -852589.562500 Penalty: 2230.739502
	Iteration 0F: 2 clusters Score -852589.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -846205.875000 Penalty: 4461.479004
	Iteration 0F: 3 clusters Score -846205.9 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -848031.250000 Penalty: 4461.479004
	Iteration 1F: 3 clusters Score -848031.2 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -848481.625000 Penalty: 4461.479004
	Iteration 2F: 3 clusters Score -848481.6 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -849085.625000 Penalty: 4461.479004
	Iteration 3F: 3 clusters Score -849085.6 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -849878.187500 Penalty: 4461.479004
	Iteration 4F: 3 clusters Score -849878.2 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -850530.687500 Penalty: 4461.479004
	Iteration 5F: 3 clusters Score -850530.7 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -850917.125000 Penalty: 4461.479004
	Iteration 6F: 3 clusters Score -850917.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -851128.375000 Penalty: 4461.479004
	Iteration 7Q: 3 clusters Score -851128.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -851287.375000 Penalty: 4461.479004
	Iteration 8Q: 3 clusters Score -851287.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -851426.687500 Penalty: 4461.479004
	Iteration 9Q: 3 clusters Score -851426.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -851577.000000 Penalty: 4461.479004
	Iteration 10Q: 3 clusters Score -851577 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -851703.625000 Penalty: 4461.479004
	Iteration 11Q: 3 clusters Score -851703.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -851788.250000 Penalty: 4461.479004
	Iteration 12Q: 3 clusters Score -851788.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -851849.375000 Penalty: 4461.479004
	Iteration 13Q: 3 clusters Score -851849.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -851883.562500 Penalty: 4461.479004
	Iteration 14Q: 3 clusters Score -851883.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -851906.750000 Penalty: 4461.479004
	Iteration 15Q: 3 clusters Score -851906.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -851914.250000 Penalty: 4461.479004
	Iteration 16Q: 3 clusters Score -851914.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -851924.187500 Penalty: 4461.479004
	Iteration 17Q: 3 clusters Score -851924.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -851931.312500 Penalty: 4461.479004
	Iteration 18Q: 3 clusters Score -851931.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -851938.562500 Penalty: 4461.479004
	Iteration 19Q: 3 clusters Score -851938.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -851945.687500 Penalty: 4461.479004
	Iteration 20F: 3 clusters Score -851945.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -851950.375000 Penalty: 4461.479004
	Iteration 21Q: 3 clusters Score -851950.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -851959.250000 Penalty: 4461.479004
	Iteration 22Q: 3 clusters Score -851959.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -851963.937500 Penalty: 4461.479004
	Iteration 23Q: 3 clusters Score -851963.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -851967.375000 Penalty: 4461.479004
	Iteration 24Q: 3 clusters Score -851967.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -851967.562500 Penalty: 4461.479004
	Iteration 25Q: 3 clusters Score -851967.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -851970.250000 Penalty: 4461.479004
	Iteration 26Q: 3 clusters Score -851970.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -851969.875000 Penalty: 4461.479004
	Iteration 27Q: 3 clusters Score -851969.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -851970.375000 Penalty: 4461.479004
	Iteration 28Q: 3 clusters Score -851970.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -851972.000000 Penalty: 4461.479004
	Iteration 29Q: 3 clusters Score -851972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -851972.125000 Penalty: 4461.479004
	Iteration 30Q: 3 clusters Score -851972.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -851973.312500 Penalty: 4461.479004
	Iteration 31Q: 3 clusters Score -851973.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -851974.500000 Penalty: 4461.479004
	Iteration 32Q: 3 clusters Score -851974.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -851977.312500 Penalty: 4461.479004
	Iteration 33Q: 3 clusters Score -851977.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -851977.125000 Penalty: 4461.479004
	Iteration 34Q: 3 clusters Score -851977.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -851978.562500 Penalty: 4461.479004
	Iteration 35Q: 3 clusters Score -851978.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -851979.812500 Penalty: 4461.479004
	Iteration 36Q: 3 clusters Score -851979.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -851981.000000 Penalty: 4461.479004
	Iteration 37Q: 3 clusters Score -851981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -851980.187500 Penalty: 4461.479004
	Iteration 38Q: 3 clusters Score -851980.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -851982.000000 Penalty: 4461.479004
	Iteration 39Q: 3 clusters Score -851982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -851981.562500 Penalty: 4461.479004
	Iteration 40F: 3 clusters Score -851981.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -851981.187500 Penalty: 4461.479004
	Iteration 41Q: 3 clusters Score -851981.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -851981.562500 Penalty: 4461.479004
	Iteration 42Q: 3 clusters Score -851981.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -851980.250000 Penalty: 4461.479004
	Iteration 43Q: 3 clusters Score -851980.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -851980.687500 Penalty: 4461.479004
	Iteration 44Q: 3 clusters Score -851980.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -851980.687500 Penalty: 4461.479004
	Iteration 45F: 3 clusters Score -851980.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (67671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67671 members 
Entering Unmasked Estep 
Score: -7292679.000000 Penalty: 2758.358398
	Iteration 0F: 2 clusters Score -7292679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 33762 members 
Entering Unmasked Estep 
Score: -7247384.000000 Penalty: 5516.716797
	Iteration 0F: 3 clusters Score -7247384 nChanged 31605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -7265381.500000 Penalty: 5516.716797
	Iteration 1F: 3 clusters Score -7265382 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -7266457.000000 Penalty: 5516.716797
	Iteration 2Q: 3 clusters Score -7266457 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 36612 members 
Entering Unmasked Estep 
Score: -7267759.500000 Penalty: 5516.716797
	Iteration 3Q: 3 clusters Score -7267760 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -7269483.000000 Penalty: 5516.716797
	Iteration 4F: 3 clusters Score -7269483 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 39454 members 
Entering Unmasked Estep 
Score: -7271460.000000 Penalty: 5516.716797
	Iteration 5F: 3 clusters Score -7271460 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 41079 members 
Entering Unmasked Estep 
Score: -7273344.000000 Penalty: 5516.716797
	Iteration 6F: 3 clusters Score -7273344 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 42725 members 
Entering Unmasked Estep 
Score: -7274888.000000 Penalty: 5516.716797
	Iteration 7F: 3 clusters Score -7274888 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
Score: -7276080.000000 Penalty: 5516.716797
	Iteration 8Q: 3 clusters Score -7276080 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -7277036.500000 Penalty: 5516.716797
	Iteration 9Q: 3 clusters Score -7277036 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 48360 members 
Entering Unmasked Estep 
Score: -7278090.000000 Penalty: 5516.716797
	Iteration 10Q: 3 clusters Score -7278090 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 50629 members 
Entering Unmasked Estep 
Score: -7279127.000000 Penalty: 5516.716797
	Iteration 11Q: 3 clusters Score -7279127 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 53105 members 
Entering Unmasked Estep 
Score: -7280404.500000 Penalty: 5516.716797
	Iteration 12Q: 3 clusters Score -7280404 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 55708 members 
Entering Unmasked Estep 
Score: -7281891.000000 Penalty: 5516.716797
	Iteration 13Q: 3 clusters Score -7281891 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 58406 members 
Entering Unmasked Estep 
Score: -7283641.000000 Penalty: 5516.716797
	Iteration 14Q: 3 clusters Score -7283641 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 61026 members 
Entering Unmasked Estep 
Score: -7285583.000000 Penalty: 5516.716797
	Iteration 15Q: 3 clusters Score -7285583 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 63221 members 
Entering Unmasked Estep 
Score: -7287345.500000 Penalty: 5516.716797
	Iteration 16Q: 3 clusters Score -7287346 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 64781 members 
Entering Unmasked Estep 
Score: -7288649.500000 Penalty: 5516.716797
	Iteration 17Q: 3 clusters Score -7288650 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 65729 members 
Entering Unmasked Estep 
Score: -7289358.000000 Penalty: 5516.716797
	Iteration 18Q: 3 clusters Score -7289358 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 66237 members 
Entering Unmasked Estep 
Score: -7289760.000000 Penalty: 5516.716797
	Iteration 19Q: 3 clusters Score -7289760 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 66508 members 
Entering Unmasked Estep 
Score: -7289965.000000 Penalty: 5516.716797
	Iteration 20F: 3 clusters Score -7289965 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 66686 members 
Entering Unmasked Estep 
Score: -7290084.500000 Penalty: 5516.716797
	Iteration 21Q: 3 clusters Score -7290084 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 66778 members 
Entering Unmasked Estep 
Score: -7290142.500000 Penalty: 5516.716797
	Iteration 22Q: 3 clusters Score -7290142 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 66836 members 
Entering Unmasked Estep 
Score: -7290204.000000 Penalty: 5516.716797
	Iteration 23Q: 3 clusters Score -7290204 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 66894 members 
Entering Unmasked Estep 
Score: -7290246.500000 Penalty: 5516.716797
	Iteration 24Q: 3 clusters Score -7290246 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 66923 members 
Entering Unmasked Estep 
Score: -7290255.500000 Penalty: 5516.716797
	Iteration 25Q: 3 clusters Score -7290256 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 66946 members 
Entering Unmasked Estep 
Score: -7290274.000000 Penalty: 5516.716797
	Iteration 26Q: 3 clusters Score -7290274 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 66970 members 
Entering Unmasked Estep 
Score: -7290295.500000 Penalty: 5516.716797
	Iteration 27Q: 3 clusters Score -7290296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 66982 members 
Entering Unmasked Estep 
Score: -7290318.500000 Penalty: 5516.716797
	Iteration 28Q: 3 clusters Score -7290318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 66994 members 
Entering Unmasked Estep 
Score: -7290319.500000 Penalty: 5516.716797
	Iteration 29Q: 3 clusters Score -7290320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 67004 members 
Entering Unmasked Estep 
Score: -7290335.000000 Penalty: 5516.716797
	Iteration 30Q: 3 clusters Score -7290335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 67006 members 
Entering Unmasked Estep 
Score: -7290338.000000 Penalty: 5516.716797
	Iteration 31Q: 3 clusters Score -7290338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 67013 members 
Entering Unmasked Estep 
Score: -7290351.000000 Penalty: 5516.716797
	Iteration 32Q: 3 clusters Score -7290351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 67021 members 
Entering Unmasked Estep 
Score: -7290346.000000 Penalty: 5516.716797
	Iteration 33Q: 3 clusters Score -7290346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 67027 members 
Entering Unmasked Estep 
Score: -7290348.500000 Penalty: 5516.716797
	Iteration 34Q: 3 clusters Score -7290348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 67031 members 
Entering Unmasked Estep 
Score: -7290356.000000 Penalty: 5516.716797
	Iteration 35Q: 3 clusters Score -7290356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 67039 members 
Entering Unmasked Estep 
Score: -7290373.000000 Penalty: 5516.716797
	Iteration 36Q: 3 clusters Score -7290373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 67045 members 
Entering Unmasked Estep 
Score: -7290380.500000 Penalty: 5516.716797
	Iteration 37Q: 3 clusters Score -7290380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 67048 members 
Entering Unmasked Estep 
Score: -7290383.500000 Penalty: 5516.716797
	Iteration 38Q: 3 clusters Score -7290384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 67052 members 
Entering Unmasked Estep 
Score: -7290381.500000 Penalty: 5516.716797
	Iteration 39Q: 3 clusters Score -7290382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 67052 members 
Entering Unmasked Estep 
Score: -7290385.500000 Penalty: 5516.716797
	Iteration 40F: 3 clusters Score -7290386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 67053 members 
Entering Unmasked Estep 
Score: -7290387.500000 Penalty: 5516.716797
	Iteration 41Q: 3 clusters Score -7290388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 67054 members 
Entering Unmasked Estep 
Score: -7290388.500000 Penalty: 5516.716797
	Iteration 42Q: 3 clusters Score -7290388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 67056 members 
Entering Unmasked Estep 
Score: -7290390.500000 Penalty: 5516.716797
	Iteration 43Q: 3 clusters Score -7290390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 67057 members 
Entering Unmasked Estep 
Score: -7290395.000000 Penalty: 5516.716797
	Iteration 44Q: 3 clusters Score -7290395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 67057 members 
Entering Unmasked Estep 
Score: -7290395.000000 Penalty: 5516.716797
	Iteration 45F: 3 clusters Score -7290395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (26225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Entering Unmasked Estep 
Score: -2819272.250000 Penalty: 2523.268066
	Iteration 0F: 2 clusters Score -2819272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -2801160.750000 Penalty: 5046.536133
	Iteration 0F: 3 clusters Score -2801161 nChanged 11651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -2807504.000000 Penalty: 5046.536133
	Iteration 1F: 3 clusters Score -2807504 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -2808003.250000 Penalty: 5046.536133
	Iteration 2F: 3 clusters Score -2808003 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -2808521.750000 Penalty: 5046.536133
	Iteration 3Q: 3 clusters Score -2808522 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -2809111.000000 Penalty: 5046.536133
	Iteration 4Q: 3 clusters Score -2809111 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -2809799.000000 Penalty: 5046.536133
	Iteration 5F: 3 clusters Score -2809799 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -2810555.500000 Penalty: 5046.536133
	Iteration 6F: 3 clusters Score -2810556 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -2811427.500000 Penalty: 5046.536133
	Iteration 7F: 3 clusters Score -2811428 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -2812455.000000 Penalty: 5046.536133
	Iteration 8F: 3 clusters Score -2812455 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -2813489.750000 Penalty: 5046.536133
	Iteration 9F: 3 clusters Score -2813490 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -2814411.250000 Penalty: 5046.536133
	Iteration 10F: 3 clusters Score -2814411 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -2815228.250000 Penalty: 5046.536133
	Iteration 11Q: 3 clusters Score -2815228 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -2815860.500000 Penalty: 5046.536133
	Iteration 12Q: 3 clusters Score -2815860 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -2816374.750000 Penalty: 5046.536133
	Iteration 13Q: 3 clusters Score -2816375 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -2816743.000000 Penalty: 5046.536133
	Iteration 14Q: 3 clusters Score -2816743 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -2816992.750000 Penalty: 5046.536133
	Iteration 15Q: 3 clusters Score -2816993 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -2817155.000000 Penalty: 5046.536133
	Iteration 16Q: 3 clusters Score -2817155 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -2817277.250000 Penalty: 5046.536133
	Iteration 17Q: 3 clusters Score -2817277 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -2817370.000000 Penalty: 5046.536133
	Iteration 18Q: 3 clusters Score -2817370 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -2817457.000000 Penalty: 5046.536133
	Iteration 19Q: 3 clusters Score -2817457 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -2817522.750000 Penalty: 5046.536133
	Iteration 20F: 3 clusters Score -2817523 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -2817576.000000 Penalty: 5046.536133
	Iteration 21Q: 3 clusters Score -2817576 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -2817631.500000 Penalty: 5046.536133
	Iteration 22Q: 3 clusters Score -2817632 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -2817710.250000 Penalty: 5046.536133
	Iteration 23Q: 3 clusters Score -2817710 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -2817813.000000 Penalty: 5046.536133
	Iteration 24Q: 3 clusters Score -2817813 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -2817929.250000 Penalty: 5046.536133
	Iteration 25Q: 3 clusters Score -2817929 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -2818028.250000 Penalty: 5046.536133
	Iteration 26Q: 3 clusters Score -2818028 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -2818084.250000 Penalty: 5046.536133
	Iteration 27Q: 3 clusters Score -2818084 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -2818111.000000 Penalty: 5046.536133
	Iteration 28Q: 3 clusters Score -2818111 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -2818119.000000 Penalty: 5046.536133
	Iteration 29Q: 3 clusters Score -2818119 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -2818126.250000 Penalty: 5046.536133
	Iteration 30Q: 3 clusters Score -2818126 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -2818132.500000 Penalty: 5046.536133
	Iteration 31Q: 3 clusters Score -2818132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -2818138.750000 Penalty: 5046.536133
	Iteration 32Q: 3 clusters Score -2818139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -2818136.500000 Penalty: 5046.536133
	Iteration 33Q: 3 clusters Score -2818136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -2818141.750000 Penalty: 5046.536133
	Iteration 34Q: 3 clusters Score -2818142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -2818151.250000 Penalty: 5046.536133
	Iteration 35Q: 3 clusters Score -2818151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -2818155.000000 Penalty: 5046.536133
	Iteration 36Q: 3 clusters Score -2818155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -2818151.250000 Penalty: 5046.536133
	Iteration 37Q: 3 clusters Score -2818151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -2818150.000000 Penalty: 5046.536133
	Iteration 38Q: 3 clusters Score -2818150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -2818153.000000 Penalty: 5046.536133
	Iteration 39Q: 3 clusters Score -2818153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -2818153.000000 Penalty: 5046.536133
	Iteration 40F: 3 clusters Score -2818153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (15189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Entering Unmasked Estep 
Score: -1429499.000000 Penalty: 2387.824951
	Iteration 0F: 2 clusters Score -1429499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1418596.250000 Penalty: 4775.649902
	Iteration 0F: 3 clusters Score -1418596 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1422204.250000 Penalty: 4775.649902
	Iteration 1F: 3 clusters Score -1422204 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1422706.000000 Penalty: 4775.649902
	Iteration 2F: 3 clusters Score -1422706 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1423168.625000 Penalty: 4775.649902
	Iteration 3F: 3 clusters Score -1423169 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1423582.375000 Penalty: 4775.649902
	Iteration 4F: 3 clusters Score -1423582 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1424010.875000 Penalty: 4775.649902
	Iteration 5F: 3 clusters Score -1424011 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1424452.875000 Penalty: 4775.649902
	Iteration 6Q: 3 clusters Score -1424453 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1424901.000000 Penalty: 4775.649902
	Iteration 7Q: 3 clusters Score -1424901 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1425300.250000 Penalty: 4775.649902
	Iteration 8Q: 3 clusters Score -1425300 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1425683.750000 Penalty: 4775.649902
	Iteration 9Q: 3 clusters Score -1425684 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1425960.500000 Penalty: 4775.649902
	Iteration 10Q: 3 clusters Score -1425960 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1426197.625000 Penalty: 4775.649902
	Iteration 11Q: 3 clusters Score -1426198 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1426392.250000 Penalty: 4775.649902
	Iteration 12Q: 3 clusters Score -1426392 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1426516.500000 Penalty: 4775.649902
	Iteration 13Q: 3 clusters Score -1426516 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1426631.375000 Penalty: 4775.649902
	Iteration 14Q: 3 clusters Score -1426631 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1426707.375000 Penalty: 4775.649902
	Iteration 15Q: 3 clusters Score -1426707 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1426787.000000 Penalty: 4775.649902
	Iteration 16Q: 3 clusters Score -1426787 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1426845.750000 Penalty: 4775.649902
	Iteration 17Q: 3 clusters Score -1426846 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1426892.625000 Penalty: 4775.649902
	Iteration 18Q: 3 clusters Score -1426893 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1426922.375000 Penalty: 4775.649902
	Iteration 19Q: 3 clusters Score -1426922 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1426945.750000 Penalty: 4775.649902
	Iteration 20F: 3 clusters Score -1426946 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1426973.625000 Penalty: 4775.649902
	Iteration 21Q: 3 clusters Score -1426974 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1426992.750000 Penalty: 4775.649902
	Iteration 22Q: 3 clusters Score -1426993 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1427015.875000 Penalty: 4775.649902
	Iteration 23Q: 3 clusters Score -1427016 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1427035.875000 Penalty: 4775.649902
	Iteration 24Q: 3 clusters Score -1427036 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1427057.250000 Penalty: 4775.649902
	Iteration 25Q: 3 clusters Score -1427057 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1427067.000000 Penalty: 4775.649902
	Iteration 26Q: 3 clusters Score -1427067 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1427091.750000 Penalty: 4775.649902
	Iteration 27Q: 3 clusters Score -1427092 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1427098.875000 Penalty: 4775.649902
	Iteration 28Q: 3 clusters Score -1427099 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1427109.000000 Penalty: 4775.649902
	Iteration 29Q: 3 clusters Score -1427109 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1427114.000000 Penalty: 4775.649902
	Iteration 30Q: 3 clusters Score -1427114 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1427118.375000 Penalty: 4775.649902
	Iteration 31Q: 3 clusters Score -1427118 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1427130.375000 Penalty: 4775.649902
	Iteration 32Q: 3 clusters Score -1427130 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1427138.875000 Penalty: 4775.649902
	Iteration 33Q: 3 clusters Score -1427139 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1427151.125000 Penalty: 4775.649902
	Iteration 34Q: 3 clusters Score -1427151 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1427166.000000 Penalty: 4775.649902
	Iteration 35Q: 3 clusters Score -1427166 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1427174.750000 Penalty: 4775.649902
	Iteration 36Q: 3 clusters Score -1427175 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1427191.125000 Penalty: 4775.649902
	Iteration 37Q: 3 clusters Score -1427191 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1427195.750000 Penalty: 4775.649902
	Iteration 38Q: 3 clusters Score -1427196 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1427202.250000 Penalty: 4775.649902
	Iteration 39Q: 3 clusters Score -1427202 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1427209.125000 Penalty: 4775.649902
	Iteration 40F: 3 clusters Score -1427209 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1427218.750000 Penalty: 4775.649902
	Iteration 41Q: 3 clusters Score -1427219 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1427227.125000 Penalty: 4775.649902
	Iteration 42Q: 3 clusters Score -1427227 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1427237.625000 Penalty: 4775.649902
	Iteration 43Q: 3 clusters Score -1427238 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1427248.500000 Penalty: 4775.649902
	Iteration 44Q: 3 clusters Score -1427248 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1427251.250000 Penalty: 4775.649902
	Iteration 45Q: 3 clusters Score -1427251 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1427264.125000 Penalty: 4775.649902
	Iteration 46Q: 3 clusters Score -1427264 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1427267.125000 Penalty: 4775.649902
	Iteration 47Q: 3 clusters Score -1427267 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1427276.125000 Penalty: 4775.649902
	Iteration 48Q: 3 clusters Score -1427276 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1427282.750000 Penalty: 4775.649902
	Iteration 49Q: 3 clusters Score -1427283 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1427287.375000 Penalty: 4775.649902
	Iteration 50Q: 3 clusters Score -1427287 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1427295.375000 Penalty: 4775.649902
	Iteration 51Q: 3 clusters Score -1427295 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1427294.875000 Penalty: 4775.649902
	Iteration 52Q: 3 clusters Score -1427295 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1427298.000000 Penalty: 4775.649902
	Iteration 53Q: 3 clusters Score -1427298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1427302.625000 Penalty: 4775.649902
	Iteration 54Q: 3 clusters Score -1427303 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1427306.625000 Penalty: 4775.649902
	Iteration 55Q: 3 clusters Score -1427307 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1427312.875000 Penalty: 4775.649902
	Iteration 56Q: 3 clusters Score -1427313 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1427316.375000 Penalty: 4775.649902
	Iteration 57Q: 3 clusters Score -1427316 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1427327.875000 Penalty: 4775.649902
	Iteration 58Q: 3 clusters Score -1427328 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1427337.750000 Penalty: 4775.649902
	Iteration 59Q: 3 clusters Score -1427338 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1427347.875000 Penalty: 4775.649902
	Iteration 60F: 3 clusters Score -1427348 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1427354.250000 Penalty: 4775.649902
	Iteration 61Q: 3 clusters Score -1427354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1427360.750000 Penalty: 4775.649902
	Iteration 62Q: 3 clusters Score -1427361 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1427369.625000 Penalty: 4775.649902
	Iteration 63Q: 3 clusters Score -1427370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1427367.125000 Penalty: 4775.649902
	Iteration 64Q: 3 clusters Score -1427367 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1427379.375000 Penalty: 4775.649902
	Iteration 65Q: 3 clusters Score -1427379 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1427384.875000 Penalty: 4775.649902
	Iteration 66Q: 3 clusters Score -1427385 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1427395.375000 Penalty: 4775.649902
	Iteration 67Q: 3 clusters Score -1427395 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1427403.875000 Penalty: 4775.649902
	Iteration 68Q: 3 clusters Score -1427404 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1427415.250000 Penalty: 4775.649902
	Iteration 69Q: 3 clusters Score -1427415 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1427417.500000 Penalty: 4775.649902
	Iteration 70Q: 3 clusters Score -1427418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1427425.625000 Penalty: 4775.649902
	Iteration 71Q: 3 clusters Score -1427426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1427434.625000 Penalty: 4775.649902
	Iteration 72Q: 3 clusters Score -1427435 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1427441.125000 Penalty: 4775.649902
	Iteration 73Q: 3 clusters Score -1427441 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1427445.625000 Penalty: 4775.649902
	Iteration 74Q: 3 clusters Score -1427446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1427448.500000 Penalty: 4775.649902
	Iteration 75Q: 3 clusters Score -1427448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1427451.000000 Penalty: 4775.649902
	Iteration 76Q: 3 clusters Score -1427451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1427452.875000 Penalty: 4775.649902
	Iteration 77Q: 3 clusters Score -1427453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1427454.375000 Penalty: 4775.649902
	Iteration 78Q: 3 clusters Score -1427454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1427453.625000 Penalty: 4775.649902
	Iteration 79Q: 3 clusters Score -1427454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1427453.250000 Penalty: 4775.649902
	Iteration 80F: 3 clusters Score -1427453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1427460.000000 Penalty: 4775.649902
	Iteration 81Q: 3 clusters Score -1427460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1427464.125000 Penalty: 4775.649902
	Iteration 82Q: 3 clusters Score -1427464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1427464.125000 Penalty: 4775.649902
	Iteration 83Q: 3 clusters Score -1427464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1427466.625000 Penalty: 4775.649902
	Iteration 84Q: 3 clusters Score -1427467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1427468.000000 Penalty: 4775.649902
	Iteration 85Q: 3 clusters Score -1427468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1427465.750000 Penalty: 4775.649902
	Iteration 86Q: 3 clusters Score -1427466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1427466.375000 Penalty: 4775.649902
	Iteration 87Q: 3 clusters Score -1427466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1427465.125000 Penalty: 4775.649902
	Iteration 88Q: 3 clusters Score -1427465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1427467.500000 Penalty: 4775.649902
	Iteration 89Q: 3 clusters Score -1427468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1427468.750000 Penalty: 4775.649902
	Iteration 90Q: 3 clusters Score -1427469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1427467.625000 Penalty: 4775.649902
	Iteration 91Q: 3 clusters Score -1427468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1427468.375000 Penalty: 4775.649902
	Iteration 92Q: 3 clusters Score -1427468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1427468.875000 Penalty: 4775.649902
	Iteration 93Q: 3 clusters Score -1427469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1427471.375000 Penalty: 4775.649902
	Iteration 94Q: 3 clusters Score -1427471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1427472.625000 Penalty: 4775.649902
	Iteration 95Q: 3 clusters Score -1427473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1427470.750000 Penalty: 4775.649902
	Iteration 96Q: 3 clusters Score -1427471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1427469.250000 Penalty: 4775.649902
	Iteration 97Q: 3 clusters Score -1427469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1427474.000000 Penalty: 4775.649902
	Iteration 98Q: 3 clusters Score -1427474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1427471.875000 Penalty: 4775.649902
	Iteration 99Q: 3 clusters Score -1427472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1427473.125000 Penalty: 4775.649902
	Iteration 100F: 3 clusters Score -1427473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1427472.250000 Penalty: 4775.649902
	Iteration 101Q: 3 clusters Score -1427472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1427473.250000 Penalty: 4775.649902
	Iteration 102Q: 3 clusters Score -1427473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1427473.250000 Penalty: 4775.649902
	Iteration 103F: 3 clusters Score -1427473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Entering Unmasked Estep 
Score: -112607.664062 Penalty: 1743.871826
	Iteration 0F: 2 clusters Score -112607.7 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 572 members 
Entering Unmasked Estep 
Score: -110629.914062 Penalty: 3487.743652
	Iteration 0F: 3 clusters Score -110629.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -111023.046875 Penalty: 3487.743652
	Iteration 1F: 3 clusters Score -111023 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -111281.460938 Penalty: 3487.743652
	Iteration 2F: 3 clusters Score -111281.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -111591.695312 Penalty: 3487.743652
	Iteration 3F: 3 clusters Score -111591.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -111906.054688 Penalty: 3487.743652
	Iteration 4F: 3 clusters Score -111906.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -112035.929688 Penalty: 3487.743652
	Iteration 5Q: 3 clusters Score -112035.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -112115.656250 Penalty: 3487.743652
	Iteration 6Q: 3 clusters Score -112115.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -112199.367188 Penalty: 3487.743652
	Iteration 7Q: 3 clusters Score -112199.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -112299.515625 Penalty: 3487.743652
	Iteration 8Q: 3 clusters Score -112299.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -112361.265625 Penalty: 3487.743652
	Iteration 9Q: 3 clusters Score -112361.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -112397.601562 Penalty: 3487.743652
	Iteration 10Q: 3 clusters Score -112397.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -112429.085938 Penalty: 3487.743652
	Iteration 11Q: 3 clusters Score -112429.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -112448.398438 Penalty: 3487.743652
	Iteration 12Q: 3 clusters Score -112448.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -112460.054688 Penalty: 3487.743652
	Iteration 13Q: 3 clusters Score -112460.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -112476.460938 Penalty: 3487.743652
	Iteration 14Q: 3 clusters Score -112476.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -112495.960938 Penalty: 3487.743652
	Iteration 15Q: 3 clusters Score -112496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -112504.132812 Penalty: 3487.743652
	Iteration 16Q: 3 clusters Score -112504.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -112508.203125 Penalty: 3487.743652
	Iteration 17Q: 3 clusters Score -112508.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -112513.632812 Penalty: 3487.743652
	Iteration 18Q: 3 clusters Score -112513.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -112518.359375 Penalty: 3487.743652
	Iteration 19Q: 3 clusters Score -112518.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -112520.851562 Penalty: 3487.743652
	Iteration 20F: 3 clusters Score -112520.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (18899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Entering Unmasked Estep 
Score: -2062849.750000 Penalty: 2442.022461
	Iteration 0F: 2 clusters Score -2062850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -2049493.625000 Penalty: 4884.044922
	Iteration 0F: 3 clusters Score -2049494 nChanged 8257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2054138.625000 Penalty: 4884.044922
	Iteration 1F: 3 clusters Score -2054139 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -2054706.625000 Penalty: 4884.044922
	Iteration 2F: 3 clusters Score -2054707 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -2055228.875000 Penalty: 4884.044922
	Iteration 3F: 3 clusters Score -2055229 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2055732.375000 Penalty: 4884.044922
	Iteration 4F: 3 clusters Score -2055732 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -2056186.375000 Penalty: 4884.044922
	Iteration 5F: 3 clusters Score -2056186 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -2056594.500000 Penalty: 4884.044922
	Iteration 6Q: 3 clusters Score -2056594 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -2056986.375000 Penalty: 4884.044922
	Iteration 7Q: 3 clusters Score -2056986 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -2057344.000000 Penalty: 4884.044922
	Iteration 8Q: 3 clusters Score -2057344 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -2057722.500000 Penalty: 4884.044922
	Iteration 9Q: 3 clusters Score -2057722 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -2058076.875000 Penalty: 4884.044922
	Iteration 10Q: 3 clusters Score -2058077 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -2058412.750000 Penalty: 4884.044922
	Iteration 11Q: 3 clusters Score -2058413 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -2058769.000000 Penalty: 4884.044922
	Iteration 12Q: 3 clusters Score -2058769 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2059081.875000 Penalty: 4884.044922
	Iteration 13Q: 3 clusters Score -2059082 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2059369.625000 Penalty: 4884.044922
	Iteration 14Q: 3 clusters Score -2059370 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -2059598.750000 Penalty: 4884.044922
	Iteration 15Q: 3 clusters Score -2059599 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2059789.625000 Penalty: 4884.044922
	Iteration 16Q: 3 clusters Score -2059790 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2059976.250000 Penalty: 4884.044922
	Iteration 17Q: 3 clusters Score -2059976 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2060128.500000 Penalty: 4884.044922
	Iteration 18Q: 3 clusters Score -2060128 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2060261.000000 Penalty: 4884.044922
	Iteration 19Q: 3 clusters Score -2060261 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2060357.250000 Penalty: 4884.044922
	Iteration 20F: 3 clusters Score -2060357 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2060435.375000 Penalty: 4884.044922
	Iteration 21Q: 3 clusters Score -2060435 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2060483.625000 Penalty: 4884.044922
	Iteration 22Q: 3 clusters Score -2060484 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2060531.125000 Penalty: 4884.044922
	Iteration 23Q: 3 clusters Score -2060531 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2060577.875000 Penalty: 4884.044922
	Iteration 24Q: 3 clusters Score -2060578 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2060606.125000 Penalty: 4884.044922
	Iteration 25Q: 3 clusters Score -2060606 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2060636.375000 Penalty: 4884.044922
	Iteration 26Q: 3 clusters Score -2060636 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2060664.375000 Penalty: 4884.044922
	Iteration 27Q: 3 clusters Score -2060664 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2060689.625000 Penalty: 4884.044922
	Iteration 28Q: 3 clusters Score -2060690 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2060705.875000 Penalty: 4884.044922
	Iteration 29Q: 3 clusters Score -2060706 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2060726.625000 Penalty: 4884.044922
	Iteration 30Q: 3 clusters Score -2060727 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2060740.000000 Penalty: 4884.044922
	Iteration 31Q: 3 clusters Score -2060740 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2060768.500000 Penalty: 4884.044922
	Iteration 32Q: 3 clusters Score -2060768 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2060789.125000 Penalty: 4884.044922
	Iteration 33Q: 3 clusters Score -2060789 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2060799.375000 Penalty: 4884.044922
	Iteration 34Q: 3 clusters Score -2060799 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2060810.250000 Penalty: 4884.044922
	Iteration 35Q: 3 clusters Score -2060810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2060814.000000 Penalty: 4884.044922
	Iteration 36Q: 3 clusters Score -2060814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2060821.625000 Penalty: 4884.044922
	Iteration 37Q: 3 clusters Score -2060822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2060831.125000 Penalty: 4884.044922
	Iteration 38Q: 3 clusters Score -2060831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2060839.250000 Penalty: 4884.044922
	Iteration 39Q: 3 clusters Score -2060839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2060839.375000 Penalty: 4884.044922
	Iteration 40F: 3 clusters Score -2060839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2060843.500000 Penalty: 4884.044922
	Iteration 41Q: 3 clusters Score -2060844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2060848.125000 Penalty: 4884.044922
	Iteration 42Q: 3 clusters Score -2060848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2060849.125000 Penalty: 4884.044922
	Iteration 43Q: 3 clusters Score -2060849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2060855.250000 Penalty: 4884.044922
	Iteration 44Q: 3 clusters Score -2060855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2060856.125000 Penalty: 4884.044922
	Iteration 45Q: 3 clusters Score -2060856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2060856.125000 Penalty: 4884.044922
	Iteration 46F: 3 clusters Score -2060856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Entering Unmasked Estep 
Score: -188193.546875 Penalty: 1857.789673
	Iteration 0F: 2 clusters Score -188193.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -185660.609375 Penalty: 3715.579346
	Iteration 0F: 3 clusters Score -185660.6 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -186090.500000 Penalty: 3715.579346
	Iteration 1F: 3 clusters Score -186090.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -186217.187500 Penalty: 3715.579346
	Iteration 2F: 3 clusters Score -186217.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -186271.671875 Penalty: 3715.579346
	Iteration 3Q: 3 clusters Score -186271.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -186298.562500 Penalty: 3715.579346
	Iteration 4Q: 3 clusters Score -186298.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -186318.609375 Penalty: 3715.579346
	Iteration 5Q: 3 clusters Score -186318.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -186333.781250 Penalty: 3715.579346
	Iteration 6Q: 3 clusters Score -186333.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -186354.609375 Penalty: 3715.579346
	Iteration 7Q: 3 clusters Score -186354.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -186374.265625 Penalty: 3715.579346
	Iteration 8Q: 3 clusters Score -186374.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -186392.640625 Penalty: 3715.579346
	Iteration 9Q: 3 clusters Score -186392.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -186406.109375 Penalty: 3715.579346
	Iteration 10Q: 3 clusters Score -186406.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -186415.281250 Penalty: 3715.579346
	Iteration 11Q: 3 clusters Score -186415.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -186422.750000 Penalty: 3715.579346
	Iteration 12Q: 3 clusters Score -186422.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -186427.000000 Penalty: 3715.579346
	Iteration 13Q: 3 clusters Score -186427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -186431.453125 Penalty: 3715.579346
	Iteration 14Q: 3 clusters Score -186431.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -186437.265625 Penalty: 3715.579346
	Iteration 15Q: 3 clusters Score -186437.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -186440.468750 Penalty: 3715.579346
	Iteration 16Q: 3 clusters Score -186440.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -186441.187500 Penalty: 3715.579346
	Iteration 17Q: 3 clusters Score -186441.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -186441.187500 Penalty: 3715.579346
	Iteration 18F: 3 clusters Score -186441.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Entering Unmasked Estep 
Score: -265219.343750 Penalty: 1934.338745
	Iteration 0F: 2 clusters Score -265219.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -262327.406250 Penalty: 3868.677490
	Iteration 0F: 3 clusters Score -262327.4 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -262871.812500 Penalty: 3868.677490
	Iteration 1F: 3 clusters Score -262871.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -263003.656250 Penalty: 3868.677490
	Iteration 2F: 3 clusters Score -263003.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -263071.875000 Penalty: 3868.677490
	Iteration 3Q: 3 clusters Score -263071.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -263114.187500 Penalty: 3868.677490
	Iteration 4Q: 3 clusters Score -263114.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -263147.375000 Penalty: 3868.677490
	Iteration 5Q: 3 clusters Score -263147.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -263179.312500 Penalty: 3868.677490
	Iteration 6Q: 3 clusters Score -263179.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -263220.343750 Penalty: 3868.677490
	Iteration 7Q: 3 clusters Score -263220.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -263249.187500 Penalty: 3868.677490
	Iteration 8Q: 3 clusters Score -263249.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -263271.218750 Penalty: 3868.677490
	Iteration 9Q: 3 clusters Score -263271.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -263291.187500 Penalty: 3868.677490
	Iteration 10Q: 3 clusters Score -263291.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -263310.562500 Penalty: 3868.677490
	Iteration 11Q: 3 clusters Score -263310.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -263333.000000 Penalty: 3868.677490
	Iteration 12Q: 3 clusters Score -263333 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -263348.437500 Penalty: 3868.677490
	Iteration 13Q: 3 clusters Score -263348.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -263365.625000 Penalty: 3868.677490
	Iteration 14Q: 3 clusters Score -263365.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -263380.062500 Penalty: 3868.677490
	Iteration 15Q: 3 clusters Score -263380.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -263389.781250 Penalty: 3868.677490
	Iteration 16Q: 3 clusters Score -263389.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -263398.500000 Penalty: 3868.677490
	Iteration 17Q: 3 clusters Score -263398.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -263407.468750 Penalty: 3868.677490
	Iteration 18Q: 3 clusters Score -263407.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -263419.187500 Penalty: 3868.677490
	Iteration 19Q: 3 clusters Score -263419.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -263431.312500 Penalty: 3868.677490
	Iteration 20F: 3 clusters Score -263431.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -263437.593750 Penalty: 3868.677490
	Iteration 21Q: 3 clusters Score -263437.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -263444.187500 Penalty: 3868.677490
	Iteration 22Q: 3 clusters Score -263444.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -263449.031250 Penalty: 3868.677490
	Iteration 23Q: 3 clusters Score -263449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -263456.406250 Penalty: 3868.677490
	Iteration 24Q: 3 clusters Score -263456.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -263462.687500 Penalty: 3868.677490
	Iteration 25Q: 3 clusters Score -263462.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -263469.843750 Penalty: 3868.677490
	Iteration 26Q: 3 clusters Score -263469.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -263475.500000 Penalty: 3868.677490
	Iteration 27Q: 3 clusters Score -263475.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -263483.343750 Penalty: 3868.677490
	Iteration 28Q: 3 clusters Score -263483.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -263488.625000 Penalty: 3868.677490
	Iteration 29Q: 3 clusters Score -263488.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -263493.156250 Penalty: 3868.677490
	Iteration 30Q: 3 clusters Score -263493.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -263498.562500 Penalty: 3868.677490
	Iteration 31Q: 3 clusters Score -263498.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -263508.156250 Penalty: 3868.677490
	Iteration 32Q: 3 clusters Score -263508.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -263514.656250 Penalty: 3868.677490
	Iteration 33Q: 3 clusters Score -263514.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -263522.343750 Penalty: 3868.677490
	Iteration 34Q: 3 clusters Score -263522.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -263528.187500 Penalty: 3868.677490
	Iteration 35Q: 3 clusters Score -263528.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -263534.187500 Penalty: 3868.677490
	Iteration 36Q: 3 clusters Score -263534.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -263539.281250 Penalty: 3868.677490
	Iteration 37Q: 3 clusters Score -263539.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -263543.843750 Penalty: 3868.677490
	Iteration 38Q: 3 clusters Score -263543.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -263546.656250 Penalty: 3868.677490
	Iteration 39Q: 3 clusters Score -263546.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -263547.187500 Penalty: 3868.677490
	Iteration 40F: 3 clusters Score -263547.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -263548.281250 Penalty: 3868.677490
	Iteration 41Q: 3 clusters Score -263548.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -263550.375000 Penalty: 3868.677490
	Iteration 42Q: 3 clusters Score -263550.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -263552.562500 Penalty: 3868.677490
	Iteration 43Q: 3 clusters Score -263552.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -263553.468750 Penalty: 3868.677490
	Iteration 44Q: 3 clusters Score -263553.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -263554.187500 Penalty: 3868.677490
	Iteration 45Q: 3 clusters Score -263554.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -263556.093750 Penalty: 3868.677490
	Iteration 46Q: 3 clusters Score -263556.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -263557.750000 Penalty: 3868.677490
	Iteration 47Q: 3 clusters Score -263557.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -263559.125000 Penalty: 3868.677490
	Iteration 48Q: 3 clusters Score -263559.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -263560.281250 Penalty: 3868.677490
	Iteration 49Q: 3 clusters Score -263560.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -263561.281250 Penalty: 3868.677490
	Iteration 50Q: 3 clusters Score -263561.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -263563.562500 Penalty: 3868.677490
	Iteration 51Q: 3 clusters Score -263563.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -263564.093750 Penalty: 3868.677490
	Iteration 52Q: 3 clusters Score -263564.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -263565.531250 Penalty: 3868.677490
	Iteration 53Q: 3 clusters Score -263565.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -263568.593750 Penalty: 3868.677490
	Iteration 54Q: 3 clusters Score -263568.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -263570.750000 Penalty: 3868.677490
	Iteration 55Q: 3 clusters Score -263570.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -263572.375000 Penalty: 3868.677490
	Iteration 56Q: 3 clusters Score -263572.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -263575.093750 Penalty: 3868.677490
	Iteration 57Q: 3 clusters Score -263575.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -263577.281250 Penalty: 3868.677490
	Iteration 58Q: 3 clusters Score -263577.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -263579.156250 Penalty: 3868.677490
	Iteration 59Q: 3 clusters Score -263579.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -263579.156250 Penalty: 3868.677490
	Iteration 60F: 3 clusters Score -263579.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Entering Unmasked Estep 
Score: -55646.464844 Penalty: 1581.006104
	Iteration 0F: 2 clusters Score -55646.46 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 316 members 
Entering Unmasked Estep 
Score: -54140.085938 Penalty: 3162.012207
	Iteration 0F: 3 clusters Score -54140.09 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -54411.250000 Penalty: 3162.012207
	Iteration 1F: 3 clusters Score -54411.25 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -54548.964844 Penalty: 3162.012207
	Iteration 2F: 3 clusters Score -54548.96 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -54677.890625 Penalty: 3162.012207
	Iteration 3F: 3 clusters Score -54677.89 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -54817.890625 Penalty: 3162.012207
	Iteration 4F: 3 clusters Score -54817.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -54895.359375 Penalty: 3162.012207
	Iteration 5Q: 3 clusters Score -54895.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -54915.117188 Penalty: 3162.012207
	Iteration 6Q: 3 clusters Score -54915.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -54929.527344 Penalty: 3162.012207
	Iteration 7Q: 3 clusters Score -54929.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -54937.335938 Penalty: 3162.012207
	Iteration 8Q: 3 clusters Score -54937.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -54955.070312 Penalty: 3162.012207
	Iteration 9Q: 3 clusters Score -54955.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -54964.011719 Penalty: 3162.012207
	Iteration 10Q: 3 clusters Score -54964.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -54971.019531 Penalty: 3162.012207
	Iteration 11Q: 3 clusters Score -54971.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -54976.652344 Penalty: 3162.012207
	Iteration 12Q: 3 clusters Score -54976.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -54991.953125 Penalty: 3162.012207
	Iteration 13Q: 3 clusters Score -54991.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -55012.191406 Penalty: 3162.012207
	Iteration 14Q: 3 clusters Score -55012.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -55032.832031 Penalty: 3162.012207
	Iteration 15Q: 3 clusters Score -55032.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -55036.878906 Penalty: 3162.012207
	Iteration 16Q: 3 clusters Score -55036.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -55039.570312 Penalty: 3162.012207
	Iteration 17Q: 3 clusters Score -55039.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -55045.328125 Penalty: 3162.012207
	Iteration 18Q: 3 clusters Score -55045.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -55045.328125 Penalty: 3162.012207
	Iteration 19F: 3 clusters Score -55045.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Entering Unmasked Estep 
Score: -162131.984375 Penalty: 1820.848633
	Iteration 0F: 2 clusters Score -162132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -159806.953125 Penalty: 3641.697266
	Iteration 0F: 3 clusters Score -159807 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -160184.421875 Penalty: 3641.697266
	Iteration 1F: 3 clusters Score -160184.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -160280.421875 Penalty: 3641.697266
	Iteration 2F: 3 clusters Score -160280.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -160333.890625 Penalty: 3641.697266
	Iteration 3Q: 3 clusters Score -160333.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -160399.750000 Penalty: 3641.697266
	Iteration 4Q: 3 clusters Score -160399.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -160532.500000 Penalty: 3641.697266
	Iteration 5Q: 3 clusters Score -160532.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -160653.312500 Penalty: 3641.697266
	Iteration 6Q: 3 clusters Score -160653.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -160779.015625 Penalty: 3641.697266
	Iteration 7Q: 3 clusters Score -160779 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -160853.187500 Penalty: 3641.697266
	Iteration 8Q: 3 clusters Score -160853.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -160907.468750 Penalty: 3641.697266
	Iteration 9Q: 3 clusters Score -160907.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -160936.640625 Penalty: 3641.697266
	Iteration 10Q: 3 clusters Score -160936.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -160955.734375 Penalty: 3641.697266
	Iteration 11Q: 3 clusters Score -160955.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -160972.171875 Penalty: 3641.697266
	Iteration 12Q: 3 clusters Score -160972.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -160988.531250 Penalty: 3641.697266
	Iteration 13Q: 3 clusters Score -160988.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -161001.859375 Penalty: 3641.697266
	Iteration 14Q: 3 clusters Score -161001.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -161017.750000 Penalty: 3641.697266
	Iteration 15Q: 3 clusters Score -161017.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -161036.593750 Penalty: 3641.697266
	Iteration 16Q: 3 clusters Score -161036.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -161051.640625 Penalty: 3641.697266
	Iteration 17Q: 3 clusters Score -161051.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -161059.640625 Penalty: 3641.697266
	Iteration 18Q: 3 clusters Score -161059.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -161068.640625 Penalty: 3641.697266
	Iteration 19Q: 3 clusters Score -161068.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -161076.296875 Penalty: 3641.697266
	Iteration 20F: 3 clusters Score -161076.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -161079.046875 Penalty: 3641.697266
	Iteration 21Q: 3 clusters Score -161079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -161079.468750 Penalty: 3641.697266
	Iteration 22Q: 3 clusters Score -161079.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -161080.750000 Penalty: 3641.697266
	Iteration 23Q: 3 clusters Score -161080.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -161080.750000 Penalty: 3641.697266
	Iteration 24F: 3 clusters Score -161080.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Entering Unmasked Estep 
Score: -154586.250000 Penalty: 1808.668457
	Iteration 0F: 2 clusters Score -154586.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -152308.140625 Penalty: 3617.336914
	Iteration 0F: 3 clusters Score -152308.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -152689.609375 Penalty: 3617.336914
	Iteration 1F: 3 clusters Score -152689.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -152785.156250 Penalty: 3617.336914
	Iteration 2F: 3 clusters Score -152785.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -152824.796875 Penalty: 3617.336914
	Iteration 3Q: 3 clusters Score -152824.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -152854.406250 Penalty: 3617.336914
	Iteration 4Q: 3 clusters Score -152854.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -152872.109375 Penalty: 3617.336914
	Iteration 5Q: 3 clusters Score -152872.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -152881.875000 Penalty: 3617.336914
	Iteration 6Q: 3 clusters Score -152881.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -152893.734375 Penalty: 3617.336914
	Iteration 7Q: 3 clusters Score -152893.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -152902.109375 Penalty: 3617.336914
	Iteration 8Q: 3 clusters Score -152902.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -152905.781250 Penalty: 3617.336914
	Iteration 9Q: 3 clusters Score -152905.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -152910.500000 Penalty: 3617.336914
	Iteration 10Q: 3 clusters Score -152910.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -152911.984375 Penalty: 3617.336914
	Iteration 11Q: 3 clusters Score -152912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -152912.593750 Penalty: 3617.336914
	Iteration 12Q: 3 clusters Score -152912.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -152912.890625 Penalty: 3617.336914
	Iteration 13Q: 3 clusters Score -152912.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -152912.890625 Penalty: 3617.336914
	Iteration 14F: 3 clusters Score -152912.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (13931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Entering Unmasked Estep 
Score: -1357118.625000 Penalty: 2366.384277
	Iteration 0F: 2 clusters Score -1357119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1346999.500000 Penalty: 4732.768555
	Iteration 0F: 3 clusters Score -1347000 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1350270.375000 Penalty: 4732.768555
	Iteration 1F: 3 clusters Score -1350270 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1350838.125000 Penalty: 4732.768555
	Iteration 2F: 3 clusters Score -1350838 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1351384.500000 Penalty: 4732.768555
	Iteration 3F: 3 clusters Score -1351384 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1351906.375000 Penalty: 4732.768555
	Iteration 4F: 3 clusters Score -1351906 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1352364.625000 Penalty: 4732.768555
	Iteration 5F: 3 clusters Score -1352365 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1352717.375000 Penalty: 4732.768555
	Iteration 6Q: 3 clusters Score -1352717 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1353016.250000 Penalty: 4732.768555
	Iteration 7Q: 3 clusters Score -1353016 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1353258.500000 Penalty: 4732.768555
	Iteration 8Q: 3 clusters Score -1353258 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1353468.500000 Penalty: 4732.768555
	Iteration 9Q: 3 clusters Score -1353468 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1353625.500000 Penalty: 4732.768555
	Iteration 10Q: 3 clusters Score -1353626 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1353778.125000 Penalty: 4732.768555
	Iteration 11Q: 3 clusters Score -1353778 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1353902.875000 Penalty: 4732.768555
	Iteration 12Q: 3 clusters Score -1353903 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1354020.500000 Penalty: 4732.768555
	Iteration 13Q: 3 clusters Score -1354020 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1354136.875000 Penalty: 4732.768555
	Iteration 14Q: 3 clusters Score -1354137 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1354250.875000 Penalty: 4732.768555
	Iteration 15Q: 3 clusters Score -1354251 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1354348.500000 Penalty: 4732.768555
	Iteration 16Q: 3 clusters Score -1354348 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1354407.000000 Penalty: 4732.768555
	Iteration 17Q: 3 clusters Score -1354407 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1354460.125000 Penalty: 4732.768555
	Iteration 18Q: 3 clusters Score -1354460 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1354499.125000 Penalty: 4732.768555
	Iteration 19Q: 3 clusters Score -1354499 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1354520.500000 Penalty: 4732.768555
	Iteration 20F: 3 clusters Score -1354520 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1354542.875000 Penalty: 4732.768555
	Iteration 21Q: 3 clusters Score -1354543 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1354562.125000 Penalty: 4732.768555
	Iteration 22Q: 3 clusters Score -1354562 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1354587.125000 Penalty: 4732.768555
	Iteration 23Q: 3 clusters Score -1354587 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1354599.250000 Penalty: 4732.768555
	Iteration 24Q: 3 clusters Score -1354599 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1354612.375000 Penalty: 4732.768555
	Iteration 25Q: 3 clusters Score -1354612 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1354625.375000 Penalty: 4732.768555
	Iteration 26Q: 3 clusters Score -1354625 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1354650.250000 Penalty: 4732.768555
	Iteration 27Q: 3 clusters Score -1354650 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1354671.750000 Penalty: 4732.768555
	Iteration 28Q: 3 clusters Score -1354672 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1354694.500000 Penalty: 4732.768555
	Iteration 29Q: 3 clusters Score -1354694 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1354717.125000 Penalty: 4732.768555
	Iteration 30Q: 3 clusters Score -1354717 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1354739.625000 Penalty: 4732.768555
	Iteration 31Q: 3 clusters Score -1354740 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1354762.000000 Penalty: 4732.768555
	Iteration 32Q: 3 clusters Score -1354762 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1354789.250000 Penalty: 4732.768555
	Iteration 33Q: 3 clusters Score -1354789 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1354813.500000 Penalty: 4732.768555
	Iteration 34Q: 3 clusters Score -1354814 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1354830.500000 Penalty: 4732.768555
	Iteration 35Q: 3 clusters Score -1354830 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1354847.250000 Penalty: 4732.768555
	Iteration 36Q: 3 clusters Score -1354847 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1354866.250000 Penalty: 4732.768555
	Iteration 37Q: 3 clusters Score -1354866 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1354883.000000 Penalty: 4732.768555
	Iteration 38Q: 3 clusters Score -1354883 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1354898.625000 Penalty: 4732.768555
	Iteration 39Q: 3 clusters Score -1354899 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1354918.750000 Penalty: 4732.768555
	Iteration 40F: 3 clusters Score -1354919 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1354923.375000 Penalty: 4732.768555
	Iteration 41Q: 3 clusters Score -1354923 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1354943.625000 Penalty: 4732.768555
	Iteration 42Q: 3 clusters Score -1354944 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1354957.750000 Penalty: 4732.768555
	Iteration 43Q: 3 clusters Score -1354958 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1354974.125000 Penalty: 4732.768555
	Iteration 44Q: 3 clusters Score -1354974 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1354990.500000 Penalty: 4732.768555
	Iteration 45Q: 3 clusters Score -1354990 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1354997.875000 Penalty: 4732.768555
	Iteration 46Q: 3 clusters Score -1354998 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1355015.875000 Penalty: 4732.768555
	Iteration 47Q: 3 clusters Score -1355016 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1355019.500000 Penalty: 4732.768555
	Iteration 48Q: 3 clusters Score -1355020 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1355032.125000 Penalty: 4732.768555
	Iteration 49Q: 3 clusters Score -1355032 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1355038.000000 Penalty: 4732.768555
	Iteration 50Q: 3 clusters Score -1355038 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1355052.625000 Penalty: 4732.768555
	Iteration 51Q: 3 clusters Score -1355053 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1355068.500000 Penalty: 4732.768555
	Iteration 52Q: 3 clusters Score -1355068 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1355084.500000 Penalty: 4732.768555
	Iteration 53Q: 3 clusters Score -1355084 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1355093.250000 Penalty: 4732.768555
	Iteration 54Q: 3 clusters Score -1355093 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1355110.875000 Penalty: 4732.768555
	Iteration 55Q: 3 clusters Score -1355111 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1355133.250000 Penalty: 4732.768555
	Iteration 56Q: 3 clusters Score -1355133 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1355150.875000 Penalty: 4732.768555
	Iteration 57Q: 3 clusters Score -1355151 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1355167.375000 Penalty: 4732.768555
	Iteration 58Q: 3 clusters Score -1355167 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1355177.875000 Penalty: 4732.768555
	Iteration 59Q: 3 clusters Score -1355178 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1355188.375000 Penalty: 4732.768555
	Iteration 60F: 3 clusters Score -1355188 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1355197.500000 Penalty: 4732.768555
	Iteration 61Q: 3 clusters Score -1355198 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1355213.000000 Penalty: 4732.768555
	Iteration 62Q: 3 clusters Score -1355213 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1355217.250000 Penalty: 4732.768555
	Iteration 63Q: 3 clusters Score -1355217 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1355225.125000 Penalty: 4732.768555
	Iteration 64Q: 3 clusters Score -1355225 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1355230.750000 Penalty: 4732.768555
	Iteration 65Q: 3 clusters Score -1355231 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1355235.500000 Penalty: 4732.768555
	Iteration 66Q: 3 clusters Score -1355236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1355238.500000 Penalty: 4732.768555
	Iteration 67Q: 3 clusters Score -1355238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1355241.125000 Penalty: 4732.768555
	Iteration 68Q: 3 clusters Score -1355241 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1355244.000000 Penalty: 4732.768555
	Iteration 69Q: 3 clusters Score -1355244 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1355245.250000 Penalty: 4732.768555
	Iteration 70Q: 3 clusters Score -1355245 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1355249.250000 Penalty: 4732.768555
	Iteration 71Q: 3 clusters Score -1355249 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1355250.375000 Penalty: 4732.768555
	Iteration 72Q: 3 clusters Score -1355250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1355260.625000 Penalty: 4732.768555
	Iteration 73Q: 3 clusters Score -1355261 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1355260.250000 Penalty: 4732.768555
	Iteration 74Q: 3 clusters Score -1355260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1355265.750000 Penalty: 4732.768555
	Iteration 75Q: 3 clusters Score -1355266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1355265.375000 Penalty: 4732.768555
	Iteration 76Q: 3 clusters Score -1355265 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1355270.500000 Penalty: 4732.768555
	Iteration 77Q: 3 clusters Score -1355270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1355272.500000 Penalty: 4732.768555
	Iteration 78Q: 3 clusters Score -1355272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1355275.375000 Penalty: 4732.768555
	Iteration 79Q: 3 clusters Score -1355275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1355273.625000 Penalty: 4732.768555
	Iteration 80F: 3 clusters Score -1355274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1355278.125000 Penalty: 4732.768555
	Iteration 81Q: 3 clusters Score -1355278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1355280.250000 Penalty: 4732.768555
	Iteration 82Q: 3 clusters Score -1355280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1355284.000000 Penalty: 4732.768555
	Iteration 83Q: 3 clusters Score -1355284 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1355290.125000 Penalty: 4732.768555
	Iteration 84Q: 3 clusters Score -1355290 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1355298.250000 Penalty: 4732.768555
	Iteration 85Q: 3 clusters Score -1355298 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1355302.375000 Penalty: 4732.768555
	Iteration 86Q: 3 clusters Score -1355302 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1355311.500000 Penalty: 4732.768555
	Iteration 87Q: 3 clusters Score -1355312 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1355317.875000 Penalty: 4732.768555
	Iteration 88Q: 3 clusters Score -1355318 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1355329.125000 Penalty: 4732.768555
	Iteration 89Q: 3 clusters Score -1355329 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1355336.125000 Penalty: 4732.768555
	Iteration 90Q: 3 clusters Score -1355336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1355345.625000 Penalty: 4732.768555
	Iteration 91Q: 3 clusters Score -1355346 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1355345.500000 Penalty: 4732.768555
	Iteration 92Q: 3 clusters Score -1355346 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1355355.125000 Penalty: 4732.768555
	Iteration 93Q: 3 clusters Score -1355355 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1355364.875000 Penalty: 4732.768555
	Iteration 94Q: 3 clusters Score -1355365 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1355377.000000 Penalty: 4732.768555
	Iteration 95Q: 3 clusters Score -1355377 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1355396.000000 Penalty: 4732.768555
	Iteration 96Q: 3 clusters Score -1355396 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1355409.000000 Penalty: 4732.768555
	Iteration 97Q: 3 clusters Score -1355409 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1355421.250000 Penalty: 4732.768555
	Iteration 98Q: 3 clusters Score -1355421 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1355441.375000 Penalty: 4732.768555
	Iteration 99Q: 3 clusters Score -1355441 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1355450.125000 Penalty: 4732.768555
	Iteration 100F: 3 clusters Score -1355450 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1355465.750000 Penalty: 4732.768555
	Iteration 101Q: 3 clusters Score -1355466 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1355477.875000 Penalty: 4732.768555
	Iteration 102Q: 3 clusters Score -1355478 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1355483.750000 Penalty: 4732.768555
	Iteration 103Q: 3 clusters Score -1355484 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1355497.250000 Penalty: 4732.768555
	Iteration 104Q: 3 clusters Score -1355497 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1355509.375000 Penalty: 4732.768555
	Iteration 105Q: 3 clusters Score -1355509 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1355518.125000 Penalty: 4732.768555
	Iteration 106Q: 3 clusters Score -1355518 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1355529.750000 Penalty: 4732.768555
	Iteration 107Q: 3 clusters Score -1355530 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1355539.250000 Penalty: 4732.768555
	Iteration 108Q: 3 clusters Score -1355539 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1355543.750000 Penalty: 4732.768555
	Iteration 109Q: 3 clusters Score -1355544 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1355551.625000 Penalty: 4732.768555
	Iteration 110Q: 3 clusters Score -1355552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1355555.875000 Penalty: 4732.768555
	Iteration 111Q: 3 clusters Score -1355556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1355555.250000 Penalty: 4732.768555
	Iteration 112Q: 3 clusters Score -1355555 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1355559.750000 Penalty: 4732.768555
	Iteration 113Q: 3 clusters Score -1355560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1355563.125000 Penalty: 4732.768555
	Iteration 114Q: 3 clusters Score -1355563 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1355568.250000 Penalty: 4732.768555
	Iteration 115Q: 3 clusters Score -1355568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1355574.250000 Penalty: 4732.768555
	Iteration 116Q: 3 clusters Score -1355574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1355576.125000 Penalty: 4732.768555
	Iteration 117Q: 3 clusters Score -1355576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1355579.750000 Penalty: 4732.768555
	Iteration 118Q: 3 clusters Score -1355580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1355581.250000 Penalty: 4732.768555
	Iteration 119Q: 3 clusters Score -1355581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1355582.500000 Penalty: 4732.768555
	Iteration 120F: 3 clusters Score -1355582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1355582.000000 Penalty: 4732.768555
	Iteration 121Q: 3 clusters Score -1355582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1355583.250000 Penalty: 4732.768555
	Iteration 122Q: 3 clusters Score -1355583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1355583.125000 Penalty: 4732.768555
	Iteration 123Q: 3 clusters Score -1355583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1355582.750000 Penalty: 4732.768555
	Iteration 124Q: 3 clusters Score -1355583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1355585.250000 Penalty: 4732.768555
	Iteration 125Q: 3 clusters Score -1355585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1355585.250000 Penalty: 4732.768555
	Iteration 126F: 3 clusters Score -1355585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Entering Unmasked Estep 
Score: -368177.218750 Penalty: 2027.814941
	Iteration 0F: 2 clusters Score -368177.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -364632.593750 Penalty: 4055.629883
	Iteration 0F: 3 clusters Score -364632.6 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -365552.968750 Penalty: 4055.629883
	Iteration 1F: 3 clusters Score -365553 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -365887.156250 Penalty: 4055.629883
	Iteration 2F: 3 clusters Score -365887.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -366201.468750 Penalty: 4055.629883
	Iteration 3F: 3 clusters Score -366201.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -366579.312500 Penalty: 4055.629883
	Iteration 4F: 3 clusters Score -366579.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -366993.156250 Penalty: 4055.629883
	Iteration 5F: 3 clusters Score -366993.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -367301.281250 Penalty: 4055.629883
	Iteration 6F: 3 clusters Score -367301.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -367467.031250 Penalty: 4055.629883
	Iteration 7Q: 3 clusters Score -367467 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -367569.312500 Penalty: 4055.629883
	Iteration 8Q: 3 clusters Score -367569.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -367629.031250 Penalty: 4055.629883
	Iteration 9Q: 3 clusters Score -367629 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -367685.625000 Penalty: 4055.629883
	Iteration 10Q: 3 clusters Score -367685.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -367752.125000 Penalty: 4055.629883
	Iteration 11Q: 3 clusters Score -367752.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -367819.125000 Penalty: 4055.629883
	Iteration 12Q: 3 clusters Score -367819.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -367889.500000 Penalty: 4055.629883
	Iteration 13Q: 3 clusters Score -367889.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -367963.281250 Penalty: 4055.629883
	Iteration 14Q: 3 clusters Score -367963.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -368025.968750 Penalty: 4055.629883
	Iteration 15Q: 3 clusters Score -368026 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -368059.281250 Penalty: 4055.629883
	Iteration 16Q: 3 clusters Score -368059.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -368085.843750 Penalty: 4055.629883
	Iteration 17Q: 3 clusters Score -368085.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -368106.000000 Penalty: 4055.629883
	Iteration 18Q: 3 clusters Score -368106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -368113.062500 Penalty: 4055.629883
	Iteration 19Q: 3 clusters Score -368113.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -368121.531250 Penalty: 4055.629883
	Iteration 20F: 3 clusters Score -368121.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -368132.000000 Penalty: 4055.629883
	Iteration 21Q: 3 clusters Score -368132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -368139.093750 Penalty: 4055.629883
	Iteration 22Q: 3 clusters Score -368139.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -368144.750000 Penalty: 4055.629883
	Iteration 23Q: 3 clusters Score -368144.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -368150.406250 Penalty: 4055.629883
	Iteration 24Q: 3 clusters Score -368150.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -368152.781250 Penalty: 4055.629883
	Iteration 25Q: 3 clusters Score -368152.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -368156.093750 Penalty: 4055.629883
	Iteration 26Q: 3 clusters Score -368156.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -368156.843750 Penalty: 4055.629883
	Iteration 27Q: 3 clusters Score -368156.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -368156.843750 Penalty: 4055.629883
	Iteration 28F: 3 clusters Score -368156.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Entering Unmasked Estep 
Score: -623186.500000 Penalty: 2147.828857
	Iteration 0F: 2 clusters Score -623186.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -618209.187500 Penalty: 4295.657715
	Iteration 0F: 3 clusters Score -618209.2 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -619445.187500 Penalty: 4295.657715
	Iteration 1F: 3 clusters Score -619445.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -619655.187500 Penalty: 4295.657715
	Iteration 2F: 3 clusters Score -619655.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -619779.000000 Penalty: 4295.657715
	Iteration 3Q: 3 clusters Score -619779 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -619851.812500 Penalty: 4295.657715
	Iteration 4Q: 3 clusters Score -619851.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -619899.062500 Penalty: 4295.657715
	Iteration 5Q: 3 clusters Score -619899.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -619932.062500 Penalty: 4295.657715
	Iteration 6Q: 3 clusters Score -619932.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -619959.937500 Penalty: 4295.657715
	Iteration 7Q: 3 clusters Score -619959.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -619983.312500 Penalty: 4295.657715
	Iteration 8Q: 3 clusters Score -619983.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -620001.937500 Penalty: 4295.657715
	Iteration 9Q: 3 clusters Score -620001.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -620017.812500 Penalty: 4295.657715
	Iteration 10Q: 3 clusters Score -620017.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -620036.125000 Penalty: 4295.657715
	Iteration 11Q: 3 clusters Score -620036.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -620046.687500 Penalty: 4295.657715
	Iteration 12Q: 3 clusters Score -620046.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -620056.000000 Penalty: 4295.657715
	Iteration 13Q: 3 clusters Score -620056 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -620063.125000 Penalty: 4295.657715
	Iteration 14Q: 3 clusters Score -620063.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -620069.625000 Penalty: 4295.657715
	Iteration 15Q: 3 clusters Score -620069.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -620075.937500 Penalty: 4295.657715
	Iteration 16Q: 3 clusters Score -620075.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -620079.937500 Penalty: 4295.657715
	Iteration 17Q: 3 clusters Score -620079.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -620082.500000 Penalty: 4295.657715
	Iteration 18Q: 3 clusters Score -620082.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -620087.937500 Penalty: 4295.657715
	Iteration 19Q: 3 clusters Score -620087.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -620092.375000 Penalty: 4295.657715
	Iteration 20F: 3 clusters Score -620092.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -620098.187500 Penalty: 4295.657715
	Iteration 21Q: 3 clusters Score -620098.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -620101.250000 Penalty: 4295.657715
	Iteration 22Q: 3 clusters Score -620101.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -620105.500000 Penalty: 4295.657715
	Iteration 23Q: 3 clusters Score -620105.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -620109.125000 Penalty: 4295.657715
	Iteration 24Q: 3 clusters Score -620109.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -620115.312500 Penalty: 4295.657715
	Iteration 25Q: 3 clusters Score -620115.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -620122.562500 Penalty: 4295.657715
	Iteration 26Q: 3 clusters Score -620122.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -620126.062500 Penalty: 4295.657715
	Iteration 27Q: 3 clusters Score -620126.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -620130.312500 Penalty: 4295.657715
	Iteration 28Q: 3 clusters Score -620130.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -620132.875000 Penalty: 4295.657715
	Iteration 29Q: 3 clusters Score -620132.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -620135.437500 Penalty: 4295.657715
	Iteration 30Q: 3 clusters Score -620135.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -620136.875000 Penalty: 4295.657715
	Iteration 31Q: 3 clusters Score -620136.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -620138.750000 Penalty: 4295.657715
	Iteration 32Q: 3 clusters Score -620138.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -620141.562500 Penalty: 4295.657715
	Iteration 33Q: 3 clusters Score -620141.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -620143.187500 Penalty: 4295.657715
	Iteration 34Q: 3 clusters Score -620143.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -620145.812500 Penalty: 4295.657715
	Iteration 35Q: 3 clusters Score -620145.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -620146.500000 Penalty: 4295.657715
	Iteration 36Q: 3 clusters Score -620146.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -620147.187500 Penalty: 4295.657715
	Iteration 37Q: 3 clusters Score -620147.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -620149.250000 Penalty: 4295.657715
	Iteration 38Q: 3 clusters Score -620149.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -620150.187500 Penalty: 4295.657715
	Iteration 39Q: 3 clusters Score -620150.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -620152.500000 Penalty: 4295.657715
	Iteration 40F: 3 clusters Score -620152.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -620151.250000 Penalty: 4295.657715
	Iteration 41Q: 3 clusters Score -620151.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -620151.750000 Penalty: 4295.657715
	Iteration 42Q: 3 clusters Score -620151.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -620151.687500 Penalty: 4295.657715
	Iteration 43Q: 3 clusters Score -620151.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -620151.062500 Penalty: 4295.657715
	Iteration 44Q: 3 clusters Score -620151.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -620151.062500 Penalty: 4295.657715
	Iteration 45F: 3 clusters Score -620151.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (3176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Entering Unmasked Estep 
Score: -338583.812500 Penalty: 1999.717529
	Iteration 0F: 2 clusters Score -338583.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -335229.625000 Penalty: 3999.435059
	Iteration 0F: 3 clusters Score -335229.6 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -335885.906250 Penalty: 3999.435059
	Iteration 1F: 3 clusters Score -335885.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -336045.281250 Penalty: 3999.435059
	Iteration 2F: 3 clusters Score -336045.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -336143.812500 Penalty: 3999.435059
	Iteration 3Q: 3 clusters Score -336143.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -336217.875000 Penalty: 3999.435059
	Iteration 4Q: 3 clusters Score -336217.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -336272.593750 Penalty: 3999.435059
	Iteration 5Q: 3 clusters Score -336272.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -336313.718750 Penalty: 3999.435059
	Iteration 6Q: 3 clusters Score -336313.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -336346.156250 Penalty: 3999.435059
	Iteration 7Q: 3 clusters Score -336346.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -336383.093750 Penalty: 3999.435059
	Iteration 8Q: 3 clusters Score -336383.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -336412.218750 Penalty: 3999.435059
	Iteration 9Q: 3 clusters Score -336412.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -336435.718750 Penalty: 3999.435059
	Iteration 10Q: 3 clusters Score -336435.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -336459.031250 Penalty: 3999.435059
	Iteration 11Q: 3 clusters Score -336459 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -336482.781250 Penalty: 3999.435059
	Iteration 12Q: 3 clusters Score -336482.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -336506.906250 Penalty: 3999.435059
	Iteration 13Q: 3 clusters Score -336506.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -336534.125000 Penalty: 3999.435059
	Iteration 14Q: 3 clusters Score -336534.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -336564.500000 Penalty: 3999.435059
	Iteration 15Q: 3 clusters Score -336564.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -336596.312500 Penalty: 3999.435059
	Iteration 16Q: 3 clusters Score -336596.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -336625.500000 Penalty: 3999.435059
	Iteration 17Q: 3 clusters Score -336625.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -336671.093750 Penalty: 3999.435059
	Iteration 18Q: 3 clusters Score -336671.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -336723.750000 Penalty: 3999.435059
	Iteration 19Q: 3 clusters Score -336723.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -336787.125000 Penalty: 3999.435059
	Iteration 20F: 3 clusters Score -336787.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -336852.718750 Penalty: 3999.435059
	Iteration 21Q: 3 clusters Score -336852.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -336914.781250 Penalty: 3999.435059
	Iteration 22Q: 3 clusters Score -336914.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -336962.281250 Penalty: 3999.435059
	Iteration 23Q: 3 clusters Score -336962.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -337006.031250 Penalty: 3999.435059
	Iteration 24Q: 3 clusters Score -337006 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -337057.531250 Penalty: 3999.435059
	Iteration 25Q: 3 clusters Score -337057.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -337098.687500 Penalty: 3999.435059
	Iteration 26Q: 3 clusters Score -337098.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -337131.250000 Penalty: 3999.435059
	Iteration 27Q: 3 clusters Score -337131.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -337145.906250 Penalty: 3999.435059
	Iteration 28Q: 3 clusters Score -337145.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -337154.343750 Penalty: 3999.435059
	Iteration 29Q: 3 clusters Score -337154.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -337163.656250 Penalty: 3999.435059
	Iteration 30Q: 3 clusters Score -337163.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -337173.625000 Penalty: 3999.435059
	Iteration 31Q: 3 clusters Score -337173.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -337183.375000 Penalty: 3999.435059
	Iteration 32Q: 3 clusters Score -337183.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -337191.125000 Penalty: 3999.435059
	Iteration 33Q: 3 clusters Score -337191.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -337193.937500 Penalty: 3999.435059
	Iteration 34Q: 3 clusters Score -337193.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -337197.000000 Penalty: 3999.435059
	Iteration 35Q: 3 clusters Score -337197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -337197.843750 Penalty: 3999.435059
	Iteration 36Q: 3 clusters Score -337197.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -337199.656250 Penalty: 3999.435059
	Iteration 37Q: 3 clusters Score -337199.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -337200.531250 Penalty: 3999.435059
	Iteration 38Q: 3 clusters Score -337200.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -337200.656250 Penalty: 3999.435059
	Iteration 39Q: 3 clusters Score -337200.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -337202.562500 Penalty: 3999.435059
	Iteration 40F: 3 clusters Score -337202.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -337203.156250 Penalty: 3999.435059
	Iteration 41Q: 3 clusters Score -337203.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -337203.156250 Penalty: 3999.435059
	Iteration 42F: 3 clusters Score -337203.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (18809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Entering Unmasked Estep 
Score: -1862852.000000 Penalty: 2440.838379
	Iteration 0F: 2 clusters Score -1862852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1849518.250000 Penalty: 4881.676758
	Iteration 0F: 3 clusters Score -1849518 nChanged 8243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1854107.000000 Penalty: 4881.676758
	Iteration 1F: 3 clusters Score -1854107 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1854681.625000 Penalty: 4881.676758
	Iteration 2F: 3 clusters Score -1854682 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1855271.625000 Penalty: 4881.676758
	Iteration 3F: 3 clusters Score -1855272 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1855791.000000 Penalty: 4881.676758
	Iteration 4F: 3 clusters Score -1855791 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1856286.500000 Penalty: 4881.676758
	Iteration 5F: 3 clusters Score -1856286 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1856778.875000 Penalty: 4881.676758
	Iteration 6Q: 3 clusters Score -1856779 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1857259.625000 Penalty: 4881.676758
	Iteration 7Q: 3 clusters Score -1857260 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1857713.000000 Penalty: 4881.676758
	Iteration 8Q: 3 clusters Score -1857713 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1858116.625000 Penalty: 4881.676758
	Iteration 9Q: 3 clusters Score -1858117 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1858457.500000 Penalty: 4881.676758
	Iteration 10Q: 3 clusters Score -1858458 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1858712.000000 Penalty: 4881.676758
	Iteration 11Q: 3 clusters Score -1858712 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1858908.250000 Penalty: 4881.676758
	Iteration 12Q: 3 clusters Score -1858908 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1859032.500000 Penalty: 4881.676758
	Iteration 13Q: 3 clusters Score -1859032 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1859116.625000 Penalty: 4881.676758
	Iteration 14Q: 3 clusters Score -1859117 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1859187.125000 Penalty: 4881.676758
	Iteration 15Q: 3 clusters Score -1859187 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -1859266.125000 Penalty: 4881.676758
	Iteration 16Q: 3 clusters Score -1859266 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1859318.500000 Penalty: 4881.676758
	Iteration 17Q: 3 clusters Score -1859318 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -1859383.000000 Penalty: 4881.676758
	Iteration 18Q: 3 clusters Score -1859383 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -1859462.625000 Penalty: 4881.676758
	Iteration 19Q: 3 clusters Score -1859463 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -1859556.500000 Penalty: 4881.676758
	Iteration 20F: 3 clusters Score -1859556 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1859661.625000 Penalty: 4881.676758
	Iteration 21Q: 3 clusters Score -1859662 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -1859772.000000 Penalty: 4881.676758
	Iteration 22Q: 3 clusters Score -1859772 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -1859874.125000 Penalty: 4881.676758
	Iteration 23Q: 3 clusters Score -1859874 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -1859977.000000 Penalty: 4881.676758
	Iteration 24Q: 3 clusters Score -1859977 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -1860086.625000 Penalty: 4881.676758
	Iteration 25Q: 3 clusters Score -1860087 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -1860192.125000 Penalty: 4881.676758
	Iteration 26Q: 3 clusters Score -1860192 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -1860290.000000 Penalty: 4881.676758
	Iteration 27Q: 3 clusters Score -1860290 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -1860369.250000 Penalty: 4881.676758
	Iteration 28Q: 3 clusters Score -1860369 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -1860453.875000 Penalty: 4881.676758
	Iteration 29Q: 3 clusters Score -1860454 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -1860538.625000 Penalty: 4881.676758
	Iteration 30Q: 3 clusters Score -1860539 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -1860610.875000 Penalty: 4881.676758
	Iteration 31Q: 3 clusters Score -1860611 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -1860676.750000 Penalty: 4881.676758
	Iteration 32Q: 3 clusters Score -1860677 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -1860722.750000 Penalty: 4881.676758
	Iteration 33Q: 3 clusters Score -1860723 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -1860755.000000 Penalty: 4881.676758
	Iteration 34Q: 3 clusters Score -1860755 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -1860786.375000 Penalty: 4881.676758
	Iteration 35Q: 3 clusters Score -1860786 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -1860832.625000 Penalty: 4881.676758
	Iteration 36Q: 3 clusters Score -1860833 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -1860870.125000 Penalty: 4881.676758
	Iteration 37Q: 3 clusters Score -1860870 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -1860894.250000 Penalty: 4881.676758
	Iteration 38Q: 3 clusters Score -1860894 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -1860919.000000 Penalty: 4881.676758
	Iteration 39Q: 3 clusters Score -1860919 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -1860929.750000 Penalty: 4881.676758
	Iteration 40F: 3 clusters Score -1860930 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -1860938.625000 Penalty: 4881.676758
	Iteration 41Q: 3 clusters Score -1860939 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -1860952.625000 Penalty: 4881.676758
	Iteration 42Q: 3 clusters Score -1860953 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -1860957.250000 Penalty: 4881.676758
	Iteration 43Q: 3 clusters Score -1860957 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -1860974.250000 Penalty: 4881.676758
	Iteration 44Q: 3 clusters Score -1860974 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -1860986.000000 Penalty: 4881.676758
	Iteration 45Q: 3 clusters Score -1860986 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -1860995.625000 Penalty: 4881.676758
	Iteration 46Q: 3 clusters Score -1860996 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -1861004.250000 Penalty: 4881.676758
	Iteration 47Q: 3 clusters Score -1861004 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -1861019.875000 Penalty: 4881.676758
	Iteration 48Q: 3 clusters Score -1861020 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -1861035.375000 Penalty: 4881.676758
	Iteration 49Q: 3 clusters Score -1861035 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -1861047.750000 Penalty: 4881.676758
	Iteration 50Q: 3 clusters Score -1861048 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -1861057.875000 Penalty: 4881.676758
	Iteration 51Q: 3 clusters Score -1861058 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -1861072.000000 Penalty: 4881.676758
	Iteration 52Q: 3 clusters Score -1861072 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -1861083.000000 Penalty: 4881.676758
	Iteration 53Q: 3 clusters Score -1861083 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -1861095.250000 Penalty: 4881.676758
	Iteration 54Q: 3 clusters Score -1861095 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -1861103.500000 Penalty: 4881.676758
	Iteration 55Q: 3 clusters Score -1861104 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -1861108.500000 Penalty: 4881.676758
	Iteration 56Q: 3 clusters Score -1861108 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -1861119.875000 Penalty: 4881.676758
	Iteration 57Q: 3 clusters Score -1861120 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -1861127.375000 Penalty: 4881.676758
	Iteration 58Q: 3 clusters Score -1861127 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -1861136.000000 Penalty: 4881.676758
	Iteration 59Q: 3 clusters Score -1861136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -1861133.875000 Penalty: 4881.676758
	Iteration 60F: 3 clusters Score -1861134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -1861135.875000 Penalty: 4881.676758
	Iteration 61Q: 3 clusters Score -1861136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -1861141.500000 Penalty: 4881.676758
	Iteration 62Q: 3 clusters Score -1861142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -1861144.375000 Penalty: 4881.676758
	Iteration 63Q: 3 clusters Score -1861144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -1861147.750000 Penalty: 4881.676758
	Iteration 64Q: 3 clusters Score -1861148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -1861150.500000 Penalty: 4881.676758
	Iteration 65Q: 3 clusters Score -1861150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -1861154.000000 Penalty: 4881.676758
	Iteration 66Q: 3 clusters Score -1861154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -1861156.750000 Penalty: 4881.676758
	Iteration 67Q: 3 clusters Score -1861157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -1861158.000000 Penalty: 4881.676758
	Iteration 68Q: 3 clusters Score -1861158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -1861160.750000 Penalty: 4881.676758
	Iteration 69Q: 3 clusters Score -1861161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -1861163.750000 Penalty: 4881.676758
	Iteration 70Q: 3 clusters Score -1861164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -1861160.125000 Penalty: 4881.676758
	Iteration 71Q: 3 clusters Score -1861160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -1861160.000000 Penalty: 4881.676758
	Iteration 72Q: 3 clusters Score -1861160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -1861159.875000 Penalty: 4881.676758
	Iteration 73Q: 3 clusters Score -1861160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -1861161.875000 Penalty: 4881.676758
	Iteration 74Q: 3 clusters Score -1861162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -1861165.875000 Penalty: 4881.676758
	Iteration 75Q: 3 clusters Score -1861166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -1861166.375000 Penalty: 4881.676758
	Iteration 76Q: 3 clusters Score -1861166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -1861167.250000 Penalty: 4881.676758
	Iteration 77Q: 3 clusters Score -1861167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -1861166.500000 Penalty: 4881.676758
	Iteration 78Q: 3 clusters Score -1861166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -1861170.375000 Penalty: 4881.676758
	Iteration 79Q: 3 clusters Score -1861170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -1861167.875000 Penalty: 4881.676758
	Iteration 80F: 3 clusters Score -1861168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (3611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Entering Unmasked Estep 
Score: -343620.000000 Penalty: 2031.551514
	Iteration 0F: 2 clusters Score -343620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -339979.062500 Penalty: 4063.103027
	Iteration 0F: 3 clusters Score -339979.1 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -340871.968750 Penalty: 4063.103027
	Iteration 1F: 3 clusters Score -340872 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -341172.531250 Penalty: 4063.103027
	Iteration 2F: 3 clusters Score -341172.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -341443.187500 Penalty: 4063.103027
	Iteration 3F: 3 clusters Score -341443.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -341673.125000 Penalty: 4063.103027
	Iteration 4F: 3 clusters Score -341673.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -341854.750000 Penalty: 4063.103027
	Iteration 5Q: 3 clusters Score -341854.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -342004.812500 Penalty: 4063.103027
	Iteration 6Q: 3 clusters Score -342004.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -342154.656250 Penalty: 4063.103027
	Iteration 7Q: 3 clusters Score -342154.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -342260.281250 Penalty: 4063.103027
	Iteration 8Q: 3 clusters Score -342260.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -342346.875000 Penalty: 4063.103027
	Iteration 9Q: 3 clusters Score -342346.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -342427.000000 Penalty: 4063.103027
	Iteration 10Q: 3 clusters Score -342427 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -342487.406250 Penalty: 4063.103027
	Iteration 11Q: 3 clusters Score -342487.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -342520.781250 Penalty: 4063.103027
	Iteration 12Q: 3 clusters Score -342520.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -342536.125000 Penalty: 4063.103027
	Iteration 13Q: 3 clusters Score -342536.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -342551.437500 Penalty: 4063.103027
	Iteration 14Q: 3 clusters Score -342551.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -342567.343750 Penalty: 4063.103027
	Iteration 15Q: 3 clusters Score -342567.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -342580.593750 Penalty: 4063.103027
	Iteration 16Q: 3 clusters Score -342580.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -342596.062500 Penalty: 4063.103027
	Iteration 17Q: 3 clusters Score -342596.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -342610.000000 Penalty: 4063.103027
	Iteration 18Q: 3 clusters Score -342610 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -342624.593750 Penalty: 4063.103027
	Iteration 19Q: 3 clusters Score -342624.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -342640.937500 Penalty: 4063.103027
	Iteration 20F: 3 clusters Score -342640.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -342655.406250 Penalty: 4063.103027
	Iteration 21Q: 3 clusters Score -342655.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -342668.187500 Penalty: 4063.103027
	Iteration 22Q: 3 clusters Score -342668.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -342682.437500 Penalty: 4063.103027
	Iteration 23Q: 3 clusters Score -342682.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -342694.875000 Penalty: 4063.103027
	Iteration 24Q: 3 clusters Score -342694.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -342702.343750 Penalty: 4063.103027
	Iteration 25Q: 3 clusters Score -342702.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -342710.843750 Penalty: 4063.103027
	Iteration 26Q: 3 clusters Score -342710.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -342721.875000 Penalty: 4063.103027
	Iteration 27Q: 3 clusters Score -342721.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -342730.375000 Penalty: 4063.103027
	Iteration 28Q: 3 clusters Score -342730.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -342736.250000 Penalty: 4063.103027
	Iteration 29Q: 3 clusters Score -342736.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -342744.218750 Penalty: 4063.103027
	Iteration 30Q: 3 clusters Score -342744.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -342748.656250 Penalty: 4063.103027
	Iteration 31Q: 3 clusters Score -342748.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -342753.343750 Penalty: 4063.103027
	Iteration 32Q: 3 clusters Score -342753.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -342756.687500 Penalty: 4063.103027
	Iteration 33Q: 3 clusters Score -342756.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -342758.843750 Penalty: 4063.103027
	Iteration 34Q: 3 clusters Score -342758.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -342760.812500 Penalty: 4063.103027
	Iteration 35Q: 3 clusters Score -342760.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -342762.843750 Penalty: 4063.103027
	Iteration 36Q: 3 clusters Score -342762.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -342763.843750 Penalty: 4063.103027
	Iteration 37Q: 3 clusters Score -342763.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -342765.062500 Penalty: 4063.103027
	Iteration 38Q: 3 clusters Score -342765.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -342765.687500 Penalty: 4063.103027
	Iteration 39Q: 3 clusters Score -342765.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -342766.437500 Penalty: 4063.103027
	Iteration 40F: 3 clusters Score -342766.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Entering Unmasked Estep 
Score: -168144.468750 Penalty: 1835.202393
	Iteration 0F: 2 clusters Score -168144.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -165778.062500 Penalty: 3670.404785
	Iteration 0F: 3 clusters Score -165778.1 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -166200.343750 Penalty: 3670.404785
	Iteration 1F: 3 clusters Score -166200.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -166329.812500 Penalty: 3670.404785
	Iteration 2F: 3 clusters Score -166329.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -166392.750000 Penalty: 3670.404785
	Iteration 3Q: 3 clusters Score -166392.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -166449.062500 Penalty: 3670.404785
	Iteration 4Q: 3 clusters Score -166449.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -166500.437500 Penalty: 3670.404785
	Iteration 5Q: 3 clusters Score -166500.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -166534.062500 Penalty: 3670.404785
	Iteration 6Q: 3 clusters Score -166534.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -166558.062500 Penalty: 3670.404785
	Iteration 7Q: 3 clusters Score -166558.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -166575.718750 Penalty: 3670.404785
	Iteration 8Q: 3 clusters Score -166575.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -166605.578125 Penalty: 3670.404785
	Iteration 9Q: 3 clusters Score -166605.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -166630.343750 Penalty: 3670.404785
	Iteration 10Q: 3 clusters Score -166630.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -166650.546875 Penalty: 3670.404785
	Iteration 11Q: 3 clusters Score -166650.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -166664.359375 Penalty: 3670.404785
	Iteration 12Q: 3 clusters Score -166664.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -166669.531250 Penalty: 3670.404785
	Iteration 13Q: 3 clusters Score -166669.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -166674.109375 Penalty: 3670.404785
	Iteration 14Q: 3 clusters Score -166674.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -166677.328125 Penalty: 3670.404785
	Iteration 15Q: 3 clusters Score -166677.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -166683.718750 Penalty: 3670.404785
	Iteration 16Q: 3 clusters Score -166683.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -166690.921875 Penalty: 3670.404785
	Iteration 17Q: 3 clusters Score -166690.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -166698.625000 Penalty: 3670.404785
	Iteration 18Q: 3 clusters Score -166698.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -166705.468750 Penalty: 3670.404785
	Iteration 19Q: 3 clusters Score -166705.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -166713.703125 Penalty: 3670.404785
	Iteration 20F: 3 clusters Score -166713.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -166720.859375 Penalty: 3670.404785
	Iteration 21Q: 3 clusters Score -166720.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -166728.531250 Penalty: 3670.404785
	Iteration 22Q: 3 clusters Score -166728.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -166733.125000 Penalty: 3670.404785
	Iteration 23Q: 3 clusters Score -166733.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -166735.656250 Penalty: 3670.404785
	Iteration 24Q: 3 clusters Score -166735.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -166739.421875 Penalty: 3670.404785
	Iteration 25Q: 3 clusters Score -166739.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -166741.640625 Penalty: 3670.404785
	Iteration 26Q: 3 clusters Score -166741.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -166742.156250 Penalty: 3670.404785
	Iteration 27Q: 3 clusters Score -166742.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -166743.531250 Penalty: 3670.404785
	Iteration 28Q: 3 clusters Score -166743.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -166744.343750 Penalty: 3670.404785
	Iteration 29Q: 3 clusters Score -166744.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -166748.921875 Penalty: 3670.404785
	Iteration 30Q: 3 clusters Score -166748.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -166750.921875 Penalty: 3670.404785
	Iteration 31Q: 3 clusters Score -166750.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -166756.515625 Penalty: 3670.404785
	Iteration 32Q: 3 clusters Score -166756.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -166763.781250 Penalty: 3670.404785
	Iteration 33Q: 3 clusters Score -166763.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -166774.093750 Penalty: 3670.404785
	Iteration 34Q: 3 clusters Score -166774.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -166781.828125 Penalty: 3670.404785
	Iteration 35Q: 3 clusters Score -166781.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -166787.218750 Penalty: 3670.404785
	Iteration 36Q: 3 clusters Score -166787.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -166792.421875 Penalty: 3670.404785
	Iteration 37Q: 3 clusters Score -166792.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -166801.109375 Penalty: 3670.404785
	Iteration 38Q: 3 clusters Score -166801.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -166806.062500 Penalty: 3670.404785
	Iteration 39Q: 3 clusters Score -166806.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -166811.250000 Penalty: 3670.404785
	Iteration 40F: 3 clusters Score -166811.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -166818.156250 Penalty: 3670.404785
	Iteration 41Q: 3 clusters Score -166818.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -166828.437500 Penalty: 3670.404785
	Iteration 42Q: 3 clusters Score -166828.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -166844.703125 Penalty: 3670.404785
	Iteration 43Q: 3 clusters Score -166844.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -166859.703125 Penalty: 3670.404785
	Iteration 44Q: 3 clusters Score -166859.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -166874.078125 Penalty: 3670.404785
	Iteration 45Q: 3 clusters Score -166874.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -166890.625000 Penalty: 3670.404785
	Iteration 46Q: 3 clusters Score -166890.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -166917.484375 Penalty: 3670.404785
	Iteration 47Q: 3 clusters Score -166917.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -166969.328125 Penalty: 3670.404785
	Iteration 48Q: 3 clusters Score -166969.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -167107.843750 Penalty: 3670.404785
	Iteration 49Q: 3 clusters Score -167107.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -167233.156250 Penalty: 3670.404785
	Iteration 50Q: 3 clusters Score -167233.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -167325.015625 Penalty: 3670.404785
	Iteration 51Q: 3 clusters Score -167325 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -167399.765625 Penalty: 3670.404785
	Iteration 52Q: 3 clusters Score -167399.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -167485.390625 Penalty: 3670.404785
	Iteration 53Q: 3 clusters Score -167485.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -167560.171875 Penalty: 3670.404785
	Iteration 54Q: 3 clusters Score -167560.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -167643.765625 Penalty: 3670.404785
	Iteration 55Q: 3 clusters Score -167643.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -167683.156250 Penalty: 3670.404785
	Iteration 56Q: 3 clusters Score -167683.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -167703.546875 Penalty: 3670.404785
	Iteration 57Q: 3 clusters Score -167703.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -167729.171875 Penalty: 3670.404785
	Iteration 58Q: 3 clusters Score -167729.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -167754.796875 Penalty: 3670.404785
	Iteration 59Q: 3 clusters Score -167754.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -167775.843750 Penalty: 3670.404785
	Iteration 60F: 3 clusters Score -167775.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -167793.765625 Penalty: 3670.404785
	Iteration 61Q: 3 clusters Score -167793.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -167812.234375 Penalty: 3670.404785
	Iteration 62Q: 3 clusters Score -167812.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -167832.562500 Penalty: 3670.404785
	Iteration 63Q: 3 clusters Score -167832.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -167851.812500 Penalty: 3670.404785
	Iteration 64Q: 3 clusters Score -167851.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -167867.281250 Penalty: 3670.404785
	Iteration 65Q: 3 clusters Score -167867.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -167879.109375 Penalty: 3670.404785
	Iteration 66Q: 3 clusters Score -167879.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -167896.140625 Penalty: 3670.404785
	Iteration 67Q: 3 clusters Score -167896.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -167908.656250 Penalty: 3670.404785
	Iteration 68Q: 3 clusters Score -167908.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -167917.734375 Penalty: 3670.404785
	Iteration 69Q: 3 clusters Score -167917.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -167927.718750 Penalty: 3670.404785
	Iteration 70Q: 3 clusters Score -167927.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -167936.328125 Penalty: 3670.404785
	Iteration 71Q: 3 clusters Score -167936.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -167941.609375 Penalty: 3670.404785
	Iteration 72Q: 3 clusters Score -167941.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -167948.265625 Penalty: 3670.404785
	Iteration 73Q: 3 clusters Score -167948.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -167951.578125 Penalty: 3670.404785
	Iteration 74Q: 3 clusters Score -167951.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -167952.843750 Penalty: 3670.404785
	Iteration 75Q: 3 clusters Score -167952.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -167952.843750 Penalty: 3670.404785
	Iteration 76F: 3 clusters Score -167952.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Entering Unmasked Estep 
Score: -208442.546875 Penalty: 1878.872192
	Iteration 0F: 2 clusters Score -208442.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -205852.828125 Penalty: 3757.744385
	Iteration 0F: 3 clusters Score -205852.8 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -206354.328125 Penalty: 3757.744385
	Iteration 1F: 3 clusters Score -206354.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -206497.390625 Penalty: 3757.744385
	Iteration 2F: 3 clusters Score -206497.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -206581.937500 Penalty: 3757.744385
	Iteration 3Q: 3 clusters Score -206581.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -206626.000000 Penalty: 3757.744385
	Iteration 4Q: 3 clusters Score -206626 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -206655.015625 Penalty: 3757.744385
	Iteration 5Q: 3 clusters Score -206655 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -206669.687500 Penalty: 3757.744385
	Iteration 6Q: 3 clusters Score -206669.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -206683.203125 Penalty: 3757.744385
	Iteration 7Q: 3 clusters Score -206683.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -206691.875000 Penalty: 3757.744385
	Iteration 8Q: 3 clusters Score -206691.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -206697.671875 Penalty: 3757.744385
	Iteration 9Q: 3 clusters Score -206697.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -206700.046875 Penalty: 3757.744385
	Iteration 10Q: 3 clusters Score -206700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -206702.859375 Penalty: 3757.744385
	Iteration 11Q: 3 clusters Score -206702.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -206707.031250 Penalty: 3757.744385
	Iteration 12Q: 3 clusters Score -206707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -206707.031250 Penalty: 3757.744385
	Iteration 13F: 3 clusters Score -206707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (33339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Entering Unmasked Estep 
Score: -3616816.250000 Penalty: 2582.791748
	Iteration 0F: 2 clusters Score -3616816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -3594215.500000 Penalty: 5165.583496
	Iteration 0F: 3 clusters Score -3594216 nChanged 14861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -3602468.000000 Penalty: 5165.583496
	Iteration 1F: 3 clusters Score -3602468 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -3603215.750000 Penalty: 5165.583496
	Iteration 2F: 3 clusters Score -3603216 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -3604058.250000 Penalty: 5165.583496
	Iteration 3F: 3 clusters Score -3604058 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -3605032.750000 Penalty: 5165.583496
	Iteration 4F: 3 clusters Score -3605033 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -3606158.750000 Penalty: 5165.583496
	Iteration 5F: 3 clusters Score -3606159 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -3607409.000000 Penalty: 5165.583496
	Iteration 6F: 3 clusters Score -3607409 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -3608593.500000 Penalty: 5165.583496
	Iteration 7F: 3 clusters Score -3608594 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -3609765.250000 Penalty: 5165.583496
	Iteration 8F: 3 clusters Score -3609765 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -3610975.500000 Penalty: 5165.583496
	Iteration 9Q: 3 clusters Score -3610976 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -3611975.750000 Penalty: 5165.583496
	Iteration 10Q: 3 clusters Score -3611976 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -3612791.500000 Penalty: 5165.583496
	Iteration 11Q: 3 clusters Score -3612792 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -3613397.750000 Penalty: 5165.583496
	Iteration 12Q: 3 clusters Score -3613398 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -3613864.750000 Penalty: 5165.583496
	Iteration 13Q: 3 clusters Score -3613865 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -3614191.000000 Penalty: 5165.583496
	Iteration 14Q: 3 clusters Score -3614191 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -3614506.250000 Penalty: 5165.583496
	Iteration 15Q: 3 clusters Score -3614506 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -3614694.750000 Penalty: 5165.583496
	Iteration 16Q: 3 clusters Score -3614695 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -3614844.000000 Penalty: 5165.583496
	Iteration 17Q: 3 clusters Score -3614844 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -3614947.750000 Penalty: 5165.583496
	Iteration 18Q: 3 clusters Score -3614948 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -3615007.500000 Penalty: 5165.583496
	Iteration 19Q: 3 clusters Score -3615008 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -3615046.500000 Penalty: 5165.583496
	Iteration 20F: 3 clusters Score -3615046 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -3615071.000000 Penalty: 5165.583496
	Iteration 21Q: 3 clusters Score -3615071 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -3615112.250000 Penalty: 5165.583496
	Iteration 22Q: 3 clusters Score -3615112 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -3615120.750000 Penalty: 5165.583496
	Iteration 23Q: 3 clusters Score -3615121 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -3615149.250000 Penalty: 5165.583496
	Iteration 24Q: 3 clusters Score -3615149 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -3615166.750000 Penalty: 5165.583496
	Iteration 25Q: 3 clusters Score -3615167 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -3615198.000000 Penalty: 5165.583496
	Iteration 26Q: 3 clusters Score -3615198 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -3615217.000000 Penalty: 5165.583496
	Iteration 27Q: 3 clusters Score -3615217 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 28514 members 
Entering Unmasked Estep 
Score: -3615221.000000 Penalty: 5165.583496
	Iteration 28Q: 3 clusters Score -3615221 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -3615231.000000 Penalty: 5165.583496
	Iteration 29Q: 3 clusters Score -3615231 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -3615254.500000 Penalty: 5165.583496
	Iteration 30Q: 3 clusters Score -3615254 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -3615254.500000 Penalty: 5165.583496
	Iteration 31Q: 3 clusters Score -3615254 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -3615251.750000 Penalty: 5165.583496
	Iteration 32Q: 3 clusters Score -3615252 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -3615258.750000 Penalty: 5165.583496
	Iteration 33Q: 3 clusters Score -3615259 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -3615267.750000 Penalty: 5165.583496
	Iteration 34Q: 3 clusters Score -3615268 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -3615269.500000 Penalty: 5165.583496
	Iteration 35Q: 3 clusters Score -3615270 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 28897 members 
Entering Unmasked Estep 
Score: -3615273.500000 Penalty: 5165.583496
	Iteration 36Q: 3 clusters Score -3615274 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -3615285.500000 Penalty: 5165.583496
	Iteration 37Q: 3 clusters Score -3615286 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -3615289.750000 Penalty: 5165.583496
	Iteration 38Q: 3 clusters Score -3615290 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -3615308.250000 Penalty: 5165.583496
	Iteration 39Q: 3 clusters Score -3615308 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -3615319.250000 Penalty: 5165.583496
	Iteration 40F: 3 clusters Score -3615319 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -3615321.000000 Penalty: 5165.583496
	Iteration 41Q: 3 clusters Score -3615321 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -3615329.500000 Penalty: 5165.583496
	Iteration 42Q: 3 clusters Score -3615330 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 29204 members 
Entering Unmasked Estep 
Score: -3615344.500000 Penalty: 5165.583496
	Iteration 43Q: 3 clusters Score -3615344 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -3615345.750000 Penalty: 5165.583496
	Iteration 44Q: 3 clusters Score -3615346 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -3615347.000000 Penalty: 5165.583496
	Iteration 45Q: 3 clusters Score -3615347 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -3615350.250000 Penalty: 5165.583496
	Iteration 46Q: 3 clusters Score -3615350 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
Score: -3615354.000000 Penalty: 5165.583496
	Iteration 47Q: 3 clusters Score -3615354 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -3615372.500000 Penalty: 5165.583496
	Iteration 48Q: 3 clusters Score -3615372 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -3615372.000000 Penalty: 5165.583496
	Iteration 49Q: 3 clusters Score -3615372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -3615370.500000 Penalty: 5165.583496
	Iteration 50Q: 3 clusters Score -3615370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -3615379.000000 Penalty: 5165.583496
	Iteration 51Q: 3 clusters Score -3615379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -3615380.250000 Penalty: 5165.583496
	Iteration 52Q: 3 clusters Score -3615380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -3615379.750000 Penalty: 5165.583496
	Iteration 53Q: 3 clusters Score -3615380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -3615384.500000 Penalty: 5165.583496
	Iteration 54Q: 3 clusters Score -3615384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -3615387.000000 Penalty: 5165.583496
	Iteration 55Q: 3 clusters Score -3615387 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -3615390.250000 Penalty: 5165.583496
	Iteration 56Q: 3 clusters Score -3615390 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -3615393.500000 Penalty: 5165.583496
	Iteration 57Q: 3 clusters Score -3615394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -3615396.000000 Penalty: 5165.583496
	Iteration 58Q: 3 clusters Score -3615396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -3615404.250000 Penalty: 5165.583496
	Iteration 59Q: 3 clusters Score -3615404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -3615408.750000 Penalty: 5165.583496
	Iteration 60F: 3 clusters Score -3615409 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -3615401.500000 Penalty: 5165.583496
	Iteration 61Q: 3 clusters Score -3615402 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 29697 members 
Entering Unmasked Estep 
Score: -3615399.250000 Penalty: 5165.583496
	Iteration 62Q: 3 clusters Score -3615399 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -3615412.000000 Penalty: 5165.583496
	Iteration 63Q: 3 clusters Score -3615412 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -3615415.250000 Penalty: 5165.583496
	Iteration 64Q: 3 clusters Score -3615415 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
Score: -3615412.250000 Penalty: 5165.583496
	Iteration 65Q: 3 clusters Score -3615412 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 29819 members 
Entering Unmasked Estep 
Score: -3615428.750000 Penalty: 5165.583496
	Iteration 66Q: 3 clusters Score -3615429 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -3615432.500000 Penalty: 5165.583496
	Iteration 67Q: 3 clusters Score -3615432 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -3615429.250000 Penalty: 5165.583496
	Iteration 68Q: 3 clusters Score -3615429 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -3615421.500000 Penalty: 5165.583496
	Iteration 69Q: 3 clusters Score -3615422 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -3615429.000000 Penalty: 5165.583496
	Iteration 70Q: 3 clusters Score -3615429 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -3615438.000000 Penalty: 5165.583496
	Iteration 71Q: 3 clusters Score -3615438 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 30009 members 
Entering Unmasked Estep 
Score: -3615446.750000 Penalty: 5165.583496
	Iteration 72Q: 3 clusters Score -3615447 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -3615456.000000 Penalty: 5165.583496
	Iteration 73Q: 3 clusters Score -3615456 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 30079 members 
Entering Unmasked Estep 
Score: -3615464.500000 Penalty: 5165.583496
	Iteration 74Q: 3 clusters Score -3615464 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 30104 members 
Entering Unmasked Estep 
Score: -3615463.750000 Penalty: 5165.583496
	Iteration 75Q: 3 clusters Score -3615464 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -3615473.250000 Penalty: 5165.583496
	Iteration 76Q: 3 clusters Score -3615473 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -3615484.250000 Penalty: 5165.583496
	Iteration 77Q: 3 clusters Score -3615484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -3615484.500000 Penalty: 5165.583496
	Iteration 78Q: 3 clusters Score -3615484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 30186 members 
Entering Unmasked Estep 
Score: -3615483.750000 Penalty: 5165.583496
	Iteration 79Q: 3 clusters Score -3615484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -3615483.750000 Penalty: 5165.583496
	Iteration 80F: 3 clusters Score -3615484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -3615490.750000 Penalty: 5165.583496
	Iteration 81Q: 3 clusters Score -3615491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -3615494.250000 Penalty: 5165.583496
	Iteration 82Q: 3 clusters Score -3615494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -3615500.500000 Penalty: 5165.583496
	Iteration 83Q: 3 clusters Score -3615500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 30242 members 
Entering Unmasked Estep 
Score: -3615498.250000 Penalty: 5165.583496
	Iteration 84Q: 3 clusters Score -3615498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -3615503.000000 Penalty: 5165.583496
	Iteration 85Q: 3 clusters Score -3615503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -3615499.750000 Penalty: 5165.583496
	Iteration 86Q: 3 clusters Score -3615500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 30265 members 
Entering Unmasked Estep 
Score: -3615502.250000 Penalty: 5165.583496
	Iteration 87Q: 3 clusters Score -3615502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -3615503.500000 Penalty: 5165.583496
	Iteration 88Q: 3 clusters Score -3615504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -3615499.500000 Penalty: 5165.583496
	Iteration 89Q: 3 clusters Score -3615500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -3615498.500000 Penalty: 5165.583496
	Iteration 90Q: 3 clusters Score -3615498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -3615496.500000 Penalty: 5165.583496
	Iteration 91Q: 3 clusters Score -3615496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -3615498.250000 Penalty: 5165.583496
	Iteration 92Q: 3 clusters Score -3615498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -3615498.500000 Penalty: 5165.583496
	Iteration 93Q: 3 clusters Score -3615498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -3615499.500000 Penalty: 5165.583496
	Iteration 94Q: 3 clusters Score -3615500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 30302 members 
Entering Unmasked Estep 
Score: -3615502.500000 Penalty: 5165.583496
	Iteration 95Q: 3 clusters Score -3615502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 30310 members 
Entering Unmasked Estep 
Score: -3615506.750000 Penalty: 5165.583496
	Iteration 96Q: 3 clusters Score -3615507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -3615508.750000 Penalty: 5165.583496
	Iteration 97Q: 3 clusters Score -3615509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -3615507.000000 Penalty: 5165.583496
	Iteration 98Q: 3 clusters Score -3615507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -3615508.000000 Penalty: 5165.583496
	Iteration 99Q: 3 clusters Score -3615508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 30339 members 
Entering Unmasked Estep 
Score: -3615508.500000 Penalty: 5165.583496
	Iteration 100F: 3 clusters Score -3615508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -3615510.500000 Penalty: 5165.583496
	Iteration 101Q: 3 clusters Score -3615510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 30364 members 
Entering Unmasked Estep 
Score: -3615509.750000 Penalty: 5165.583496
	Iteration 102Q: 3 clusters Score -3615510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 30372 members 
Entering Unmasked Estep 
Score: -3615515.500000 Penalty: 5165.583496
	Iteration 103Q: 3 clusters Score -3615516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -3615514.750000 Penalty: 5165.583496
	Iteration 104Q: 3 clusters Score -3615515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -3615513.000000 Penalty: 5165.583496
	Iteration 105Q: 3 clusters Score -3615513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -3615515.000000 Penalty: 5165.583496
	Iteration 106Q: 3 clusters Score -3615515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -3615519.000000 Penalty: 5165.583496
	Iteration 107Q: 3 clusters Score -3615519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -3615523.250000 Penalty: 5165.583496
	Iteration 108Q: 3 clusters Score -3615523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -3615523.000000 Penalty: 5165.583496
	Iteration 109Q: 3 clusters Score -3615523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -3615528.250000 Penalty: 5165.583496
	Iteration 110Q: 3 clusters Score -3615528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 30469 members 
Entering Unmasked Estep 
Score: -3615532.000000 Penalty: 5165.583496
	Iteration 111Q: 3 clusters Score -3615532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -3615535.500000 Penalty: 5165.583496
	Iteration 112Q: 3 clusters Score -3615536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 30508 members 
Entering Unmasked Estep 
Score: -3615536.000000 Penalty: 5165.583496
	Iteration 113Q: 3 clusters Score -3615536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 30528 members 
Entering Unmasked Estep 
Score: -3615535.250000 Penalty: 5165.583496
	Iteration 114Q: 3 clusters Score -3615535 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 30547 members 
Entering Unmasked Estep 
Score: -3615535.500000 Penalty: 5165.583496
	Iteration 115Q: 3 clusters Score -3615536 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 30567 members 
Entering Unmasked Estep 
Score: -3615544.250000 Penalty: 5165.583496
	Iteration 116Q: 3 clusters Score -3615544 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -3615549.250000 Penalty: 5165.583496
	Iteration 117Q: 3 clusters Score -3615549 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -3615560.000000 Penalty: 5165.583496
	Iteration 118Q: 3 clusters Score -3615560 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 30627 members 
Entering Unmasked Estep 
Score: -3615571.000000 Penalty: 5165.583496
	Iteration 119Q: 3 clusters Score -3615571 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 30654 members 
Entering Unmasked Estep 
Score: -3615573.250000 Penalty: 5165.583496
	Iteration 120F: 3 clusters Score -3615573 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -3615576.000000 Penalty: 5165.583496
	Iteration 121Q: 3 clusters Score -3615576 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
Score: -3615590.250000 Penalty: 5165.583496
	Iteration 122Q: 3 clusters Score -3615590 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -3615604.500000 Penalty: 5165.583496
	Iteration 123Q: 3 clusters Score -3615604 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -3615628.750000 Penalty: 5165.583496
	Iteration 124Q: 3 clusters Score -3615629 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -3615656.500000 Penalty: 5165.583496
	Iteration 125Q: 3 clusters Score -3615656 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -3615680.750000 Penalty: 5165.583496
	Iteration 126Q: 3 clusters Score -3615681 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -3615695.750000 Penalty: 5165.583496
	Iteration 127Q: 3 clusters Score -3615696 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 30979 members 
Entering Unmasked Estep 
Score: -3615723.500000 Penalty: 5165.583496
	Iteration 128Q: 3 clusters Score -3615724 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -3615746.750000 Penalty: 5165.583496
	Iteration 129Q: 3 clusters Score -3615747 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -3615763.250000 Penalty: 5165.583496
	Iteration 130Q: 3 clusters Score -3615763 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 31081 members 
Entering Unmasked Estep 
Score: -3615773.000000 Penalty: 5165.583496
	Iteration 131Q: 3 clusters Score -3615773 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 31101 members 
Entering Unmasked Estep 
Score: -3615780.500000 Penalty: 5165.583496
	Iteration 132Q: 3 clusters Score -3615780 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
Score: -3615779.750000 Penalty: 5165.583496
	Iteration 133Q: 3 clusters Score -3615780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 31132 members 
Entering Unmasked Estep 
Score: -3615787.500000 Penalty: 5165.583496
	Iteration 134Q: 3 clusters Score -3615788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -3615784.750000 Penalty: 5165.583496
	Iteration 135Q: 3 clusters Score -3615785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -3615796.250000 Penalty: 5165.583496
	Iteration 136Q: 3 clusters Score -3615796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -3615796.250000 Penalty: 5165.583496
	Iteration 137F: 3 clusters Score -3615796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (7844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Entering Unmasked Estep 
Score: -852377.937500 Penalty: 2223.941162
	Iteration 0F: 2 clusters Score -852377.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -846116.437500 Penalty: 4447.882324
	Iteration 0F: 3 clusters Score -846116.4 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -847746.875000 Penalty: 4447.882324
	Iteration 1F: 3 clusters Score -847746.9 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -847989.062500 Penalty: 4447.882324
	Iteration 2F: 3 clusters Score -847989.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -848154.812500 Penalty: 4447.882324
	Iteration 3Q: 3 clusters Score -848154.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -848274.125000 Penalty: 4447.882324
	Iteration 4Q: 3 clusters Score -848274.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -848381.250000 Penalty: 4447.882324
	Iteration 5Q: 3 clusters Score -848381.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -848493.500000 Penalty: 4447.882324
	Iteration 6Q: 3 clusters Score -848493.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -848621.500000 Penalty: 4447.882324
	Iteration 7Q: 3 clusters Score -848621.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -848753.125000 Penalty: 4447.882324
	Iteration 8Q: 3 clusters Score -848753.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -848891.312500 Penalty: 4447.882324
	Iteration 9Q: 3 clusters Score -848891.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -849053.250000 Penalty: 4447.882324
	Iteration 10Q: 3 clusters Score -849053.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -849212.000000 Penalty: 4447.882324
	Iteration 11Q: 3 clusters Score -849212 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -849375.187500 Penalty: 4447.882324
	Iteration 12Q: 3 clusters Score -849375.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -849561.125000 Penalty: 4447.882324
	Iteration 13Q: 3 clusters Score -849561.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -849795.937500 Penalty: 4447.882324
	Iteration 14Q: 3 clusters Score -849795.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -850079.500000 Penalty: 4447.882324
	Iteration 15Q: 3 clusters Score -850079.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -850323.062500 Penalty: 4447.882324
	Iteration 16Q: 3 clusters Score -850323.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -850518.000000 Penalty: 4447.882324
	Iteration 17Q: 3 clusters Score -850518 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -850684.437500 Penalty: 4447.882324
	Iteration 18Q: 3 clusters Score -850684.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -850838.375000 Penalty: 4447.882324
	Iteration 19Q: 3 clusters Score -850838.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -850994.312500 Penalty: 4447.882324
	Iteration 20F: 3 clusters Score -850994.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -851138.937500 Penalty: 4447.882324
	Iteration 21Q: 3 clusters Score -851138.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -851285.437500 Penalty: 4447.882324
	Iteration 22Q: 3 clusters Score -851285.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -851453.937500 Penalty: 4447.882324
	Iteration 23Q: 3 clusters Score -851453.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -851662.187500 Penalty: 4447.882324
	Iteration 24Q: 3 clusters Score -851662.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -851915.187500 Penalty: 4447.882324
	Iteration 25Q: 3 clusters Score -851915.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -852204.875000 Penalty: 4447.882324
	Iteration 26Q: 3 clusters Score -852204.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -852433.875000 Penalty: 4447.882324
	Iteration 27Q: 3 clusters Score -852433.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -852559.187500 Penalty: 4447.882324
	Iteration 28Q: 3 clusters Score -852559.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -852615.312500 Penalty: 4447.882324
	Iteration 29Q: 3 clusters Score -852615.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -852649.500000 Penalty: 4447.882324
	Iteration 30Q: 3 clusters Score -852649.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -852661.562500 Penalty: 4447.882324
	Iteration 31Q: 3 clusters Score -852661.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -852668.000000 Penalty: 4447.882324
	Iteration 32Q: 3 clusters Score -852668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -852671.625000 Penalty: 4447.882324
	Iteration 33Q: 3 clusters Score -852671.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -852676.250000 Penalty: 4447.882324
	Iteration 34Q: 3 clusters Score -852676.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -852676.500000 Penalty: 4447.882324
	Iteration 35Q: 3 clusters Score -852676.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -852677.375000 Penalty: 4447.882324
	Iteration 36F: 3 clusters Score -852677.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -852677.812500 Penalty: 4447.882324
	Iteration 37Q: 3 clusters Score -852677.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -852677.375000 Penalty: 4447.882324
	Iteration 38Q: 3 clusters Score -852677.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -852677.250000 Penalty: 4447.882324
	Iteration 39Q: 3 clusters Score -852677.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -852677.937500 Penalty: 4447.882324
	Iteration 40F: 3 clusters Score -852677.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 157033 members 
Mstep: Class 2 contains 2949 members 
Mstep: Class 3 contains 11994 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24570 members 
Mstep: Class 6 contains 72544 members 
Mstep: Class 7 contains 11654 members 
Mstep: Class 8 contains 1672 members 
Mstep: Class 9 contains 182286 members 
Mstep: Class 10 contains 12690 members 
Mstep: Class 11 contains 58845 members 
Mstep: Class 12 contains 2658 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 45440 members 
Mstep: Class 15 contains 12286 members 
Mstep: Class 16 contains 7532 members 
Mstep: Class 17 contains 25309 members 
Mstep: Class 18 contains 103516 members 
Mstep: Class 19 contains 3045 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 39441 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8929 members 
Mstep: Class 25 contains 4289 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2213 members 
Mstep: Class 28 contains 14348 members 
Mstep: Class 29 contains 22943 members 
Mstep: Class 30 contains 3073 members 
Mstep: Class 31 contains 13339 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67671 members 
Mstep: Class 34 contains 26225 members 
Mstep: Class 35 contains 15189 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18899 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13931 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5771 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18809 members 
Mstep: Class 48 contains 3611 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33339 members 
Mstep: Class 52 contains 3940 members 
Mstep: Class 53 contains 3904 members 
Entering Unmasked Estep 
Score: -115180560.000000 Penalty: 182896.359375
Splitting cluster 52 changes total score from -115181576.000000 to -115180560.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 157033 members 
Mstep: Class 2 contains 2949 members 
Mstep: Class 3 contains 11994 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24570 members 
Mstep: Class 6 contains 72544 members 
Mstep: Class 7 contains 11654 members 
Mstep: Class 8 contains 1672 members 
Mstep: Class 9 contains 182286 members 
Mstep: Class 10 contains 12690 members 
Mstep: Class 11 contains 58845 members 
Mstep: Class 12 contains 2658 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 45440 members 
Mstep: Class 15 contains 12286 members 
Mstep: Class 16 contains 7532 members 
Mstep: Class 17 contains 25309 members 
Mstep: Class 18 contains 103516 members 
Mstep: Class 19 contains 3045 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 39441 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8929 members 
Mstep: Class 25 contains 4289 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2213 members 
Mstep: Class 28 contains 14348 members 
Mstep: Class 29 contains 22943 members 
Mstep: Class 30 contains 3073 members 
Mstep: Class 31 contains 13339 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67671 members 
Mstep: Class 34 contains 26225 members 
Mstep: Class 35 contains 15189 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18899 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13931 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5771 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18809 members 
Mstep: Class 48 contains 3611 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33339 members 
Mstep: Class 52 contains 7844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181432.000000 Penalty: 179445.484375
Iteration 239Q: 53 clusters Score -1.151814e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 157028 members 
Mstep: Class 2 contains 2950 members 
Mstep: Class 3 contains 11994 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24590 members 
Mstep: Class 6 contains 72544 members 
Mstep: Class 7 contains 11671 members 
Mstep: Class 8 contains 1673 members 
Mstep: Class 9 contains 182291 members 
Mstep: Class 10 contains 12693 members 
Mstep: Class 11 contains 58879 members 
Mstep: Class 12 contains 2658 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 45377 members 
Mstep: Class 15 contains 12285 members 
Mstep: Class 16 contains 7532 members 
Mstep: Class 17 contains 25305 members 
Mstep: Class 18 contains 103525 members 
Mstep: Class 19 contains 3046 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 39420 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8930 members 
Mstep: Class 25 contains 4289 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2213 members 
Mstep: Class 28 contains 14348 members 
Mstep: Class 29 contains 22932 members 
Mstep: Class 30 contains 3073 members 
Mstep: Class 31 contains 13328 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67683 members 
Mstep: Class 34 contains 26225 members 
Mstep: Class 35 contains 15196 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18899 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13934 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5771 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18810 members 
Mstep: Class 48 contains 3611 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33341 members 
Mstep: Class 52 contains 7843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181640.000000 Penalty: 179445.484375
Iteration 240F: 53 clusters Score -1.151816e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 157020 members 
Mstep: Class 2 contains 2952 members 
Mstep: Class 3 contains 11994 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24608 members 
Mstep: Class 6 contains 72546 members 
Mstep: Class 7 contains 11686 members 
Mstep: Class 8 contains 1673 members 
Mstep: Class 9 contains 182293 members 
Mstep: Class 10 contains 12693 members 
Mstep: Class 11 contains 58905 members 
Mstep: Class 12 contains 2658 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 45316 members 
Mstep: Class 15 contains 12282 members 
Mstep: Class 16 contains 7532 members 
Mstep: Class 17 contains 25301 members 
Mstep: Class 18 contains 103531 members 
Mstep: Class 19 contains 3047 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 39406 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8930 members 
Mstep: Class 25 contains 4289 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2213 members 
Mstep: Class 28 contains 14348 members 
Mstep: Class 29 contains 22936 members 
Mstep: Class 30 contains 3073 members 
Mstep: Class 31 contains 13328 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67696 members 
Mstep: Class 34 contains 26224 members 
Mstep: Class 35 contains 15197 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18900 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13935 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5771 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18810 members 
Mstep: Class 48 contains 3611 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33341 members 
Mstep: Class 52 contains 7842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181832.000000 Penalty: 179445.484375
Iteration 241Q: 53 clusters Score -1.151818e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 157017 members 
Mstep: Class 2 contains 2953 members 
Mstep: Class 3 contains 11994 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24623 members 
Mstep: Class 6 contains 72546 members 
Mstep: Class 7 contains 11703 members 
Mstep: Class 8 contains 1673 members 
Mstep: Class 9 contains 182288 members 
Mstep: Class 10 contains 12693 members 
Mstep: Class 11 contains 58928 members 
Mstep: Class 12 contains 2658 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 45250 members 
Mstep: Class 15 contains 12279 members 
Mstep: Class 16 contains 7532 members 
Mstep: Class 17 contains 25299 members 
Mstep: Class 18 contains 103542 members 
Mstep: Class 19 contains 3045 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 39391 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8930 members 
Mstep: Class 25 contains 4289 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2213 members 
Mstep: Class 28 contains 14347 members 
Mstep: Class 29 contains 22937 members 
Mstep: Class 30 contains 3073 members 
Mstep: Class 31 contains 13330 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67714 members 
Mstep: Class 34 contains 26225 members 
Mstep: Class 35 contains 15200 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18901 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13938 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5771 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18812 members 
Mstep: Class 48 contains 3611 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33342 members 
Mstep: Class 52 contains 7840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181808.000000 Penalty: 179445.484375
Iteration 242Q: 53 clusters Score -1.151818e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 157012 members 
Mstep: Class 2 contains 2953 members 
Mstep: Class 3 contains 11991 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24643 members 
Mstep: Class 6 contains 72547 members 
Mstep: Class 7 contains 11725 members 
Mstep: Class 8 contains 1673 members 
Mstep: Class 9 contains 182293 members 
Mstep: Class 10 contains 12693 members 
Mstep: Class 11 contains 58948 members 
Mstep: Class 12 contains 2658 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 45192 members 
Mstep: Class 15 contains 12277 members 
Mstep: Class 16 contains 7532 members 
Mstep: Class 17 contains 25296 members 
Mstep: Class 18 contains 103566 members 
Mstep: Class 19 contains 3040 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 39357 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8930 members 
Mstep: Class 25 contains 4289 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2213 members 
Mstep: Class 28 contains 14348 members 
Mstep: Class 29 contains 22935 members 
Mstep: Class 30 contains 3073 members 
Mstep: Class 31 contains 13332 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67725 members 
Mstep: Class 34 contains 26222 members 
Mstep: Class 35 contains 15198 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18904 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13942 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5771 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18816 members 
Mstep: Class 48 contains 3611 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33342 members 
Mstep: Class 52 contains 7840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181800.000000 Penalty: 179445.484375
Iteration 243Q: 53 clusters Score -1.151818e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 157010 members 
Mstep: Class 2 contains 2953 members 
Mstep: Class 3 contains 11990 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24661 members 
Mstep: Class 6 contains 72550 members 
Mstep: Class 7 contains 11750 members 
Mstep: Class 8 contains 1673 members 
Mstep: Class 9 contains 182297 members 
Mstep: Class 10 contains 12693 members 
Mstep: Class 11 contains 58968 members 
Mstep: Class 12 contains 2658 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 45134 members 
Mstep: Class 15 contains 12276 members 
Mstep: Class 16 contains 7532 members 
Mstep: Class 17 contains 25294 members 
Mstep: Class 18 contains 103583 members 
Mstep: Class 19 contains 3040 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 39326 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8931 members 
Mstep: Class 25 contains 4289 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2213 members 
Mstep: Class 28 contains 14347 members 
Mstep: Class 29 contains 22930 members 
Mstep: Class 30 contains 3073 members 
Mstep: Class 31 contains 13339 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67728 members 
Mstep: Class 34 contains 26219 members 
Mstep: Class 35 contains 15199 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18905 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13946 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5771 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18816 members 
Mstep: Class 48 contains 3611 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33342 members 
Mstep: Class 52 contains 7840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182008.000000 Penalty: 179445.484375
Iteration 244Q: 53 clusters Score -1.15182e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 157010 members 
Mstep: Class 2 contains 2953 members 
Mstep: Class 3 contains 11990 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24678 members 
Mstep: Class 6 contains 72552 members 
Mstep: Class 7 contains 11771 members 
Mstep: Class 8 contains 1673 members 
Mstep: Class 9 contains 182295 members 
Mstep: Class 10 contains 12693 members 
Mstep: Class 11 contains 58996 members 
Mstep: Class 12 contains 2658 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 45078 members 
Mstep: Class 15 contains 12273 members 
Mstep: Class 16 contains 7532 members 
Mstep: Class 17 contains 25293 members 
Mstep: Class 18 contains 103603 members 
Mstep: Class 19 contains 3038 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 39286 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8933 members 
Mstep: Class 25 contains 4289 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2213 members 
Mstep: Class 28 contains 14346 members 
Mstep: Class 29 contains 22929 members 
Mstep: Class 30 contains 3073 members 
Mstep: Class 31 contains 13346 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67738 members 
Mstep: Class 34 contains 26215 members 
Mstep: Class 35 contains 15202 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18905 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13945 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5771 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18818 members 
Mstep: Class 48 contains 3611 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33341 members 
Mstep: Class 52 contains 7840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181824.000000 Penalty: 179445.484375
Iteration 245Q: 53 clusters Score -1.151818e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 157008 members 
Mstep: Class 2 contains 2953 members 
Mstep: Class 3 contains 11988 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24689 members 
Mstep: Class 6 contains 72554 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 1673 members 
Mstep: Class 9 contains 182295 members 
Mstep: Class 10 contains 12692 members 
Mstep: Class 11 contains 59026 members 
Mstep: Class 12 contains 2658 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 45019 members 
Mstep: Class 15 contains 12271 members 
Mstep: Class 16 contains 7532 members 
Mstep: Class 17 contains 25290 members 
Mstep: Class 18 contains 103611 members 
Mstep: Class 19 contains 3039 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 39269 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8934 members 
Mstep: Class 25 contains 4289 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2213 members 
Mstep: Class 28 contains 14345 members 
Mstep: Class 29 contains 22929 members 
Mstep: Class 30 contains 3073 members 
Mstep: Class 31 contains 13348 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67750 members 
Mstep: Class 34 contains 26212 members 
Mstep: Class 35 contains 15206 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18907 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13946 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5771 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18816 members 
Mstep: Class 48 contains 3611 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33344 members 
Mstep: Class 52 contains 7840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181976.000000 Penalty: 179445.484375
Iteration 246Q: 53 clusters Score -1.15182e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 157000 members 
Mstep: Class 2 contains 2955 members 
Mstep: Class 3 contains 11986 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24709 members 
Mstep: Class 6 contains 72559 members 
Mstep: Class 7 contains 11793 members 
Mstep: Class 8 contains 1673 members 
Mstep: Class 9 contains 182297 members 
Mstep: Class 10 contains 12692 members 
Mstep: Class 11 contains 59063 members 
Mstep: Class 12 contains 2658 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44962 members 
Mstep: Class 15 contains 12268 members 
Mstep: Class 16 contains 7532 members 
Mstep: Class 17 contains 25280 members 
Mstep: Class 18 contains 103617 members 
Mstep: Class 19 contains 3039 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 39254 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8938 members 
Mstep: Class 25 contains 4289 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 14344 members 
Mstep: Class 29 contains 22923 members 
Mstep: Class 30 contains 3073 members 
Mstep: Class 31 contains 13348 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67755 members 
Mstep: Class 34 contains 26207 members 
Mstep: Class 35 contains 15216 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18908 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13950 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3176 members 
Mstep: Class 47 contains 18819 members 
Mstep: Class 48 contains 3611 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33345 members 
Mstep: Class 52 contains 7840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181992.000000 Penalty: 179445.484375
Iteration 247Q: 53 clusters Score -1.15182e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156997 members 
Mstep: Class 2 contains 2956 members 
Mstep: Class 3 contains 11984 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24725 members 
Mstep: Class 6 contains 72561 members 
Mstep: Class 7 contains 11795 members 
Mstep: Class 8 contains 1673 members 
Mstep: Class 9 contains 182289 members 
Mstep: Class 10 contains 12694 members 
Mstep: Class 11 contains 59108 members 
Mstep: Class 12 contains 2658 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44906 members 
Mstep: Class 15 contains 12266 members 
Mstep: Class 16 contains 7532 members 
Mstep: Class 17 contains 25272 members 
Mstep: Class 18 contains 103628 members 
Mstep: Class 19 contains 3039 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 39242 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8938 members 
Mstep: Class 25 contains 4289 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 14345 members 
Mstep: Class 29 contains 22922 members 
Mstep: Class 30 contains 3072 members 
Mstep: Class 31 contains 13351 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67762 members 
Mstep: Class 34 contains 26205 members 
Mstep: Class 35 contains 15217 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18909 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13953 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5773 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18820 members 
Mstep: Class 48 contains 3611 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33344 members 
Mstep: Class 52 contains 7840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181832.000000 Penalty: 179445.484375
Iteration 248Q: 53 clusters Score -1.151818e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156998 members 
Mstep: Class 2 contains 2957 members 
Mstep: Class 3 contains 11982 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24742 members 
Mstep: Class 6 contains 72562 members 
Mstep: Class 7 contains 11802 members 
Mstep: Class 8 contains 1673 members 
Mstep: Class 9 contains 182278 members 
Mstep: Class 10 contains 12695 members 
Mstep: Class 11 contains 59157 members 
Mstep: Class 12 contains 2657 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44842 members 
Mstep: Class 15 contains 12264 members 
Mstep: Class 16 contains 7532 members 
Mstep: Class 17 contains 25269 members 
Mstep: Class 18 contains 103642 members 
Mstep: Class 19 contains 3039 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 39227 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8937 members 
Mstep: Class 25 contains 4289 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 14343 members 
Mstep: Class 29 contains 22926 members 
Mstep: Class 30 contains 3071 members 
Mstep: Class 31 contains 13350 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67764 members 
Mstep: Class 34 contains 26202 members 
Mstep: Class 35 contains 15222 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18910 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13954 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5773 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18821 members 
Mstep: Class 48 contains 3611 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33345 members 
Mstep: Class 52 contains 7840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181832.000000 Penalty: 179445.484375
Iteration 249Q: 53 clusters Score -1.151818e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156990 members 
Mstep: Class 2 contains 2958 members 
Mstep: Class 3 contains 11982 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24742 members 
Mstep: Class 6 contains 72562 members 
Mstep: Class 7 contains 11804 members 
Mstep: Class 8 contains 1673 members 
Mstep: Class 9 contains 182282 members 
Mstep: Class 10 contains 12696 members 
Mstep: Class 11 contains 59218 members 
Mstep: Class 12 contains 2654 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44799 members 
Mstep: Class 15 contains 12263 members 
Mstep: Class 16 contains 7532 members 
Mstep: Class 17 contains 25265 members 
Mstep: Class 18 contains 103660 members 
Mstep: Class 19 contains 3039 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 39203 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8936 members 
Mstep: Class 25 contains 4290 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 14341 members 
Mstep: Class 29 contains 22923 members 
Mstep: Class 30 contains 3070 members 
Mstep: Class 31 contains 13348 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67772 members 
Mstep: Class 34 contains 26201 members 
Mstep: Class 35 contains 15218 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18910 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13954 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5773 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18822 members 
Mstep: Class 48 contains 3611 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33345 members 
Mstep: Class 52 contains 7840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181968.000000 Penalty: 179445.484375
Iteration 250Q: 53 clusters Score -1.15182e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156982 members 
Mstep: Class 2 contains 2960 members 
Mstep: Class 3 contains 11981 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24748 members 
Mstep: Class 6 contains 72561 members 
Mstep: Class 7 contains 11810 members 
Mstep: Class 8 contains 1673 members 
Mstep: Class 9 contains 182278 members 
Mstep: Class 10 contains 12699 members 
Mstep: Class 11 contains 59255 members 
Mstep: Class 12 contains 2653 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44764 members 
Mstep: Class 15 contains 12262 members 
Mstep: Class 16 contains 7532 members 
Mstep: Class 17 contains 25260 members 
Mstep: Class 18 contains 103667 members 
Mstep: Class 19 contains 3040 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 39196 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8939 members 
Mstep: Class 25 contains 4294 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 14339 members 
Mstep: Class 29 contains 22920 members 
Mstep: Class 30 contains 3070 members 
Mstep: Class 31 contains 13348 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67773 members 
Mstep: Class 34 contains 26203 members 
Mstep: Class 35 contains 15218 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18910 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13949 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5773 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18822 members 
Mstep: Class 48 contains 3611 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33346 members 
Mstep: Class 52 contains 7840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182016.000000 Penalty: 179445.484375
Iteration 251Q: 53 clusters Score -1.15182e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156981 members 
Mstep: Class 2 contains 2960 members 
Mstep: Class 3 contains 11978 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24757 members 
Mstep: Class 6 contains 72562 members 
Mstep: Class 7 contains 11816 members 
Mstep: Class 8 contains 1673 members 
Mstep: Class 9 contains 182272 members 
Mstep: Class 10 contains 12700 members 
Mstep: Class 11 contains 59293 members 
Mstep: Class 12 contains 2653 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44733 members 
Mstep: Class 15 contains 12262 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25256 members 
Mstep: Class 18 contains 103674 members 
Mstep: Class 19 contains 3038 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 39186 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8943 members 
Mstep: Class 25 contains 4296 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 14333 members 
Mstep: Class 29 contains 22907 members 
Mstep: Class 30 contains 3070 members 
Mstep: Class 31 contains 13350 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67781 members 
Mstep: Class 34 contains 26201 members 
Mstep: Class 35 contains 15216 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18910 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13948 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5773 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18823 members 
Mstep: Class 48 contains 3611 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33347 members 
Mstep: Class 52 contains 7840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181992.000000 Penalty: 179445.484375
Iteration 252Q: 53 clusters Score -1.15182e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156972 members 
Mstep: Class 2 contains 2960 members 
Mstep: Class 3 contains 11974 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24768 members 
Mstep: Class 6 contains 72564 members 
Mstep: Class 7 contains 11819 members 
Mstep: Class 8 contains 1673 members 
Mstep: Class 9 contains 182260 members 
Mstep: Class 10 contains 12700 members 
Mstep: Class 11 contains 59319 members 
Mstep: Class 12 contains 2653 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44713 members 
Mstep: Class 15 contains 12262 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25252 members 
Mstep: Class 18 contains 103676 members 
Mstep: Class 19 contains 3038 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 39176 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8946 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 14330 members 
Mstep: Class 29 contains 22906 members 
Mstep: Class 30 contains 3070 members 
Mstep: Class 31 contains 13355 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67781 members 
Mstep: Class 34 contains 26203 members 
Mstep: Class 35 contains 15218 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18910 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13949 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5773 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18826 members 
Mstep: Class 48 contains 3611 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33349 members 
Mstep: Class 52 contains 7840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181992.000000 Penalty: 179445.484375
Iteration 253Q: 53 clusters Score -1.15182e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156971 members 
Mstep: Class 2 contains 2961 members 
Mstep: Class 3 contains 11969 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24780 members 
Mstep: Class 6 contains 72564 members 
Mstep: Class 7 contains 11820 members 
Mstep: Class 8 contains 1673 members 
Mstep: Class 9 contains 182261 members 
Mstep: Class 10 contains 12700 members 
Mstep: Class 11 contains 59343 members 
Mstep: Class 12 contains 2653 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44676 members 
Mstep: Class 15 contains 12262 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25250 members 
Mstep: Class 18 contains 103686 members 
Mstep: Class 19 contains 3039 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 39163 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8948 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 14329 members 
Mstep: Class 29 contains 22903 members 
Mstep: Class 30 contains 3070 members 
Mstep: Class 31 contains 13357 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67784 members 
Mstep: Class 34 contains 26204 members 
Mstep: Class 35 contains 15222 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18910 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 587 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13950 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5773 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18827 members 
Mstep: Class 48 contains 3611 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33346 members 
Mstep: Class 52 contains 7840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181960.000000 Penalty: 179445.484375
Iteration 254Q: 53 clusters Score -1.15182e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156960 members 
Mstep: Class 2 contains 2961 members 
Mstep: Class 3 contains 11970 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24787 members 
Mstep: Class 6 contains 72565 members 
Mstep: Class 7 contains 11826 members 
Mstep: Class 8 contains 1674 members 
Mstep: Class 9 contains 182259 members 
Mstep: Class 10 contains 12703 members 
Mstep: Class 11 contains 59357 members 
Mstep: Class 12 contains 2653 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44649 members 
Mstep: Class 15 contains 12262 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25249 members 
Mstep: Class 18 contains 103698 members 
Mstep: Class 19 contains 3041 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 39144 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8949 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 14327 members 
Mstep: Class 29 contains 22897 members 
Mstep: Class 30 contains 3070 members 
Mstep: Class 31 contains 13361 members 
Mstep: Class 32 contains 8063 members 
Mstep: Class 33 contains 67792 members 
Mstep: Class 34 contains 26205 members 
Mstep: Class 35 contains 15225 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18910 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13952 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18829 members 
Mstep: Class 48 contains 3611 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33345 members 
Mstep: Class 52 contains 7840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182088.000000 Penalty: 179445.484375
Iteration 255Q: 53 clusters Score -1.151821e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156965 members 
Mstep: Class 2 contains 2961 members 
Mstep: Class 3 contains 11972 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24787 members 
Mstep: Class 6 contains 72566 members 
Mstep: Class 7 contains 11824 members 
Mstep: Class 8 contains 1674 members 
Mstep: Class 9 contains 182255 members 
Mstep: Class 10 contains 12706 members 
Mstep: Class 11 contains 59382 members 
Mstep: Class 12 contains 2653 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44618 members 
Mstep: Class 15 contains 12262 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25248 members 
Mstep: Class 18 contains 103703 members 
Mstep: Class 19 contains 3042 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 39134 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8951 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 14327 members 
Mstep: Class 29 contains 22893 members 
Mstep: Class 30 contains 3070 members 
Mstep: Class 31 contains 13369 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67795 members 
Mstep: Class 34 contains 26205 members 
Mstep: Class 35 contains 15224 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18909 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13953 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18828 members 
Mstep: Class 48 contains 3611 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33345 members 
Mstep: Class 52 contains 7839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182008.000000 Penalty: 179445.484375
Iteration 256Q: 53 clusters Score -1.15182e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156962 members 
Mstep: Class 2 contains 2961 members 
Mstep: Class 3 contains 11971 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24784 members 
Mstep: Class 6 contains 72568 members 
Mstep: Class 7 contains 11821 members 
Mstep: Class 8 contains 1674 members 
Mstep: Class 9 contains 182241 members 
Mstep: Class 10 contains 12705 members 
Mstep: Class 11 contains 59422 members 
Mstep: Class 12 contains 2653 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44600 members 
Mstep: Class 15 contains 12262 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25245 members 
Mstep: Class 18 contains 103710 members 
Mstep: Class 19 contains 3044 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 39127 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8957 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 14328 members 
Mstep: Class 29 contains 22885 members 
Mstep: Class 30 contains 3070 members 
Mstep: Class 31 contains 13372 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67795 members 
Mstep: Class 34 contains 26205 members 
Mstep: Class 35 contains 15223 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18910 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13955 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18825 members 
Mstep: Class 48 contains 3611 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33348 members 
Mstep: Class 52 contains 7837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181984.000000 Penalty: 179445.484375
Iteration 257Q: 53 clusters Score -1.15182e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156955 members 
Mstep: Class 2 contains 2961 members 
Mstep: Class 3 contains 11968 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24785 members 
Mstep: Class 6 contains 72569 members 
Mstep: Class 7 contains 11824 members 
Mstep: Class 8 contains 1674 members 
Mstep: Class 9 contains 182237 members 
Mstep: Class 10 contains 12705 members 
Mstep: Class 11 contains 59450 members 
Mstep: Class 12 contains 2653 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44575 members 
Mstep: Class 15 contains 12262 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25245 members 
Mstep: Class 18 contains 103716 members 
Mstep: Class 19 contains 3044 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 39112 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8957 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 14328 members 
Mstep: Class 29 contains 22883 members 
Mstep: Class 30 contains 3070 members 
Mstep: Class 31 contains 13379 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67802 members 
Mstep: Class 34 contains 26204 members 
Mstep: Class 35 contains 15222 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18911 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13960 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18825 members 
Mstep: Class 48 contains 3612 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33347 members 
Mstep: Class 52 contains 7836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182008.000000 Penalty: 179445.484375
Iteration 258Q: 53 clusters Score -1.15182e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156953 members 
Mstep: Class 2 contains 2961 members 
Mstep: Class 3 contains 11967 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24787 members 
Mstep: Class 6 contains 72569 members 
Mstep: Class 7 contains 11828 members 
Mstep: Class 8 contains 1674 members 
Mstep: Class 9 contains 182224 members 
Mstep: Class 10 contains 12705 members 
Mstep: Class 11 contains 59479 members 
Mstep: Class 12 contains 2653 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44558 members 
Mstep: Class 15 contains 12262 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25241 members 
Mstep: Class 18 contains 103719 members 
Mstep: Class 19 contains 3044 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 39102 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8959 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 14328 members 
Mstep: Class 29 contains 22877 members 
Mstep: Class 30 contains 3070 members 
Mstep: Class 31 contains 13382 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67812 members 
Mstep: Class 34 contains 26205 members 
Mstep: Class 35 contains 15223 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18910 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13959 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18825 members 
Mstep: Class 48 contains 3612 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33347 members 
Mstep: Class 52 contains 7836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182072.000000 Penalty: 179445.484375
Iteration 259Q: 53 clusters Score -1.151821e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156949 members 
Mstep: Class 2 contains 2961 members 
Mstep: Class 3 contains 11965 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24796 members 
Mstep: Class 6 contains 72571 members 
Mstep: Class 7 contains 11829 members 
Mstep: Class 8 contains 1674 members 
Mstep: Class 9 contains 182216 members 
Mstep: Class 10 contains 12705 members 
Mstep: Class 11 contains 59501 members 
Mstep: Class 12 contains 2653 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44536 members 
Mstep: Class 15 contains 12262 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25241 members 
Mstep: Class 18 contains 103720 members 
Mstep: Class 19 contains 3044 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 39098 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8959 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 14329 members 
Mstep: Class 29 contains 22877 members 
Mstep: Class 30 contains 3070 members 
Mstep: Class 31 contains 13383 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67818 members 
Mstep: Class 34 contains 26205 members 
Mstep: Class 35 contains 15221 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18910 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13960 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18824 members 
Mstep: Class 48 contains 3612 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33346 members 
Mstep: Class 52 contains 7836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182128.000000 Penalty: 179445.484375
Iteration 260F: 53 clusters Score -1.151821e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156942 members 
Mstep: Class 2 contains 2961 members 
Mstep: Class 3 contains 11963 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24798 members 
Mstep: Class 6 contains 72575 members 
Mstep: Class 7 contains 11832 members 
Mstep: Class 8 contains 1674 members 
Mstep: Class 9 contains 182217 members 
Mstep: Class 10 contains 12704 members 
Mstep: Class 11 contains 59518 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44517 members 
Mstep: Class 15 contains 12261 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25235 members 
Mstep: Class 18 contains 103727 members 
Mstep: Class 19 contains 3044 members 
Mstep: Class 20 contains 5603 members 
Mstep: Class 21 contains 39085 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8962 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 14329 members 
Mstep: Class 29 contains 22875 members 
Mstep: Class 30 contains 3070 members 
Mstep: Class 31 contains 13387 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67832 members 
Mstep: Class 34 contains 26204 members 
Mstep: Class 35 contains 15221 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18910 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13960 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18822 members 
Mstep: Class 48 contains 3612 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33346 members 
Mstep: Class 52 contains 7836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182088.000000 Penalty: 179445.484375
Iteration 261Q: 53 clusters Score -1.151821e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156937 members 
Mstep: Class 2 contains 2961 members 
Mstep: Class 3 contains 11962 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24801 members 
Mstep: Class 6 contains 72577 members 
Mstep: Class 7 contains 11837 members 
Mstep: Class 8 contains 1674 members 
Mstep: Class 9 contains 182212 members 
Mstep: Class 10 contains 12704 members 
Mstep: Class 11 contains 59536 members 
Mstep: Class 12 contains 2652 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44502 members 
Mstep: Class 15 contains 12260 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25229 members 
Mstep: Class 18 contains 103730 members 
Mstep: Class 19 contains 3044 members 
Mstep: Class 20 contains 5603 members 
Mstep: Class 21 contains 39080 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8971 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 14329 members 
Mstep: Class 29 contains 22870 members 
Mstep: Class 30 contains 3070 members 
Mstep: Class 31 contains 13389 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67834 members 
Mstep: Class 34 contains 26203 members 
Mstep: Class 35 contains 15219 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18910 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13962 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18822 members 
Mstep: Class 48 contains 3612 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33345 members 
Mstep: Class 52 contains 7836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182152.000000 Penalty: 179445.484375
Iteration 262Q: 53 clusters Score -1.151822e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156940 members 
Mstep: Class 2 contains 2961 members 
Mstep: Class 3 contains 11961 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24796 members 
Mstep: Class 6 contains 72579 members 
Mstep: Class 7 contains 11837 members 
Mstep: Class 8 contains 1674 members 
Mstep: Class 9 contains 182220 members 
Mstep: Class 10 contains 12703 members 
Mstep: Class 11 contains 59547 members 
Mstep: Class 12 contains 2652 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44484 members 
Mstep: Class 15 contains 12260 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25226 members 
Mstep: Class 18 contains 103733 members 
Mstep: Class 19 contains 3043 members 
Mstep: Class 20 contains 5603 members 
Mstep: Class 21 contains 39077 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8978 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 14329 members 
Mstep: Class 29 contains 22865 members 
Mstep: Class 30 contains 3070 members 
Mstep: Class 31 contains 13393 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67834 members 
Mstep: Class 34 contains 26203 members 
Mstep: Class 35 contains 15217 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18911 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13961 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18822 members 
Mstep: Class 48 contains 3613 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33345 members 
Mstep: Class 52 contains 7836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182152.000000 Penalty: 179445.484375
Iteration 263Q: 53 clusters Score -1.151822e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156939 members 
Mstep: Class 2 contains 2961 members 
Mstep: Class 3 contains 11962 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24800 members 
Mstep: Class 6 contains 72580 members 
Mstep: Class 7 contains 11838 members 
Mstep: Class 8 contains 1674 members 
Mstep: Class 9 contains 182218 members 
Mstep: Class 10 contains 12704 members 
Mstep: Class 11 contains 59575 members 
Mstep: Class 12 contains 2652 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44452 members 
Mstep: Class 15 contains 12259 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25219 members 
Mstep: Class 18 contains 103739 members 
Mstep: Class 19 contains 3042 members 
Mstep: Class 20 contains 5603 members 
Mstep: Class 21 contains 39074 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8987 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 14329 members 
Mstep: Class 29 contains 22861 members 
Mstep: Class 30 contains 3070 members 
Mstep: Class 31 contains 13395 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67835 members 
Mstep: Class 34 contains 26203 members 
Mstep: Class 35 contains 15218 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18911 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13961 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18822 members 
Mstep: Class 48 contains 3613 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33341 members 
Mstep: Class 52 contains 7836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182144.000000 Penalty: 179445.484375
Iteration 264Q: 53 clusters Score -1.151821e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156942 members 
Mstep: Class 2 contains 2961 members 
Mstep: Class 3 contains 11962 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24809 members 
Mstep: Class 6 contains 72582 members 
Mstep: Class 7 contains 11840 members 
Mstep: Class 8 contains 1674 members 
Mstep: Class 9 contains 182207 members 
Mstep: Class 10 contains 12704 members 
Mstep: Class 11 contains 59587 members 
Mstep: Class 12 contains 2652 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44439 members 
Mstep: Class 15 contains 12258 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25213 members 
Mstep: Class 18 contains 103744 members 
Mstep: Class 19 contains 3042 members 
Mstep: Class 20 contains 5603 members 
Mstep: Class 21 contains 39065 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8991 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 14329 members 
Mstep: Class 29 contains 22858 members 
Mstep: Class 30 contains 3070 members 
Mstep: Class 31 contains 13398 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67837 members 
Mstep: Class 34 contains 26204 members 
Mstep: Class 35 contains 15219 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18912 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13960 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18823 members 
Mstep: Class 48 contains 3613 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33339 members 
Mstep: Class 52 contains 7836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182112.000000 Penalty: 179445.484375
Iteration 265Q: 53 clusters Score -1.151821e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156947 members 
Mstep: Class 2 contains 2961 members 
Mstep: Class 3 contains 11961 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24815 members 
Mstep: Class 6 contains 72582 members 
Mstep: Class 7 contains 11842 members 
Mstep: Class 8 contains 1674 members 
Mstep: Class 9 contains 182206 members 
Mstep: Class 10 contains 12706 members 
Mstep: Class 11 contains 59602 members 
Mstep: Class 12 contains 2652 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44415 members 
Mstep: Class 15 contains 12256 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25210 members 
Mstep: Class 18 contains 103746 members 
Mstep: Class 19 contains 3042 members 
Mstep: Class 20 contains 5603 members 
Mstep: Class 21 contains 39065 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 8995 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 14329 members 
Mstep: Class 29 contains 22857 members 
Mstep: Class 30 contains 3070 members 
Mstep: Class 31 contains 13397 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67839 members 
Mstep: Class 34 contains 26204 members 
Mstep: Class 35 contains 15217 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18911 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13961 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18820 members 
Mstep: Class 48 contains 3613 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33339 members 
Mstep: Class 52 contains 7836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182096.000000 Penalty: 179445.484375
Iteration 266Q: 53 clusters Score -1.151821e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156951 members 
Mstep: Class 2 contains 2961 members 
Mstep: Class 3 contains 11958 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24817 members 
Mstep: Class 6 contains 72579 members 
Mstep: Class 7 contains 11844 members 
Mstep: Class 8 contains 1674 members 
Mstep: Class 9 contains 182205 members 
Mstep: Class 10 contains 12706 members 
Mstep: Class 11 contains 59607 members 
Mstep: Class 12 contains 2652 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44397 members 
Mstep: Class 15 contains 12256 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25205 members 
Mstep: Class 18 contains 103749 members 
Mstep: Class 19 contains 3041 members 
Mstep: Class 20 contains 5603 members 
Mstep: Class 21 contains 39064 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9003 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 14329 members 
Mstep: Class 29 contains 22856 members 
Mstep: Class 30 contains 3070 members 
Mstep: Class 31 contains 13402 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67843 members 
Mstep: Class 34 contains 26204 members 
Mstep: Class 35 contains 15214 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18911 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13962 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18822 members 
Mstep: Class 48 contains 3613 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33339 members 
Mstep: Class 52 contains 7836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182080.000000 Penalty: 179445.484375
Iteration 267Q: 53 clusters Score -1.151821e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156954 members 
Mstep: Class 2 contains 2961 members 
Mstep: Class 3 contains 11957 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24817 members 
Mstep: Class 6 contains 72581 members 
Mstep: Class 7 contains 11846 members 
Mstep: Class 8 contains 1674 members 
Mstep: Class 9 contains 182204 members 
Mstep: Class 10 contains 12706 members 
Mstep: Class 11 contains 59618 members 
Mstep: Class 12 contains 2652 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44381 members 
Mstep: Class 15 contains 12256 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25202 members 
Mstep: Class 18 contains 103754 members 
Mstep: Class 19 contains 3040 members 
Mstep: Class 20 contains 5603 members 
Mstep: Class 21 contains 39060 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9005 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 14329 members 
Mstep: Class 29 contains 22850 members 
Mstep: Class 30 contains 3070 members 
Mstep: Class 31 contains 13402 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67847 members 
Mstep: Class 34 contains 26204 members 
Mstep: Class 35 contains 15215 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18911 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13964 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18824 members 
Mstep: Class 48 contains 3613 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33337 members 
Mstep: Class 52 contains 7836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182144.000000 Penalty: 179445.484375
Iteration 268Q: 53 clusters Score -1.151821e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156959 members 
Mstep: Class 2 contains 2961 members 
Mstep: Class 3 contains 11954 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24812 members 
Mstep: Class 6 contains 72581 members 
Mstep: Class 7 contains 11855 members 
Mstep: Class 8 contains 1674 members 
Mstep: Class 9 contains 182194 members 
Mstep: Class 10 contains 12706 members 
Mstep: Class 11 contains 59631 members 
Mstep: Class 12 contains 2652 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44367 members 
Mstep: Class 15 contains 12256 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25200 members 
Mstep: Class 18 contains 103757 members 
Mstep: Class 19 contains 3039 members 
Mstep: Class 20 contains 5603 members 
Mstep: Class 21 contains 39057 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9005 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 14329 members 
Mstep: Class 29 contains 22853 members 
Mstep: Class 30 contains 3070 members 
Mstep: Class 31 contains 13402 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67849 members 
Mstep: Class 34 contains 26204 members 
Mstep: Class 35 contains 15216 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18911 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13967 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18824 members 
Mstep: Class 48 contains 3613 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33336 members 
Mstep: Class 52 contains 7836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182128.000000 Penalty: 179445.484375
Iteration 269Q: 53 clusters Score -1.151821e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156960 members 
Mstep: Class 2 contains 2961 members 
Mstep: Class 3 contains 11948 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24804 members 
Mstep: Class 6 contains 72583 members 
Mstep: Class 7 contains 11858 members 
Mstep: Class 8 contains 1674 members 
Mstep: Class 9 contains 182192 members 
Mstep: Class 10 contains 12706 members 
Mstep: Class 11 contains 59641 members 
Mstep: Class 12 contains 2652 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44354 members 
Mstep: Class 15 contains 12256 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25197 members 
Mstep: Class 18 contains 103759 members 
Mstep: Class 19 contains 3037 members 
Mstep: Class 20 contains 5603 members 
Mstep: Class 21 contains 39060 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9005 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 14329 members 
Mstep: Class 29 contains 22852 members 
Mstep: Class 30 contains 3070 members 
Mstep: Class 31 contains 13401 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67856 members 
Mstep: Class 34 contains 26204 members 
Mstep: Class 35 contains 15216 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18912 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13973 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18825 members 
Mstep: Class 48 contains 3613 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33336 members 
Mstep: Class 52 contains 7836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182064.000000 Penalty: 179445.484375
Iteration 270Q: 53 clusters Score -1.151821e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156959 members 
Mstep: Class 2 contains 2961 members 
Mstep: Class 3 contains 11944 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24794 members 
Mstep: Class 6 contains 72583 members 
Mstep: Class 7 contains 11863 members 
Mstep: Class 8 contains 1674 members 
Mstep: Class 9 contains 182192 members 
Mstep: Class 10 contains 12709 members 
Mstep: Class 11 contains 59654 members 
Mstep: Class 12 contains 2652 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44344 members 
Mstep: Class 15 contains 12256 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25196 members 
Mstep: Class 18 contains 103766 members 
Mstep: Class 19 contains 3037 members 
Mstep: Class 20 contains 5603 members 
Mstep: Class 21 contains 39051 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9005 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 14329 members 
Mstep: Class 29 contains 22850 members 
Mstep: Class 30 contains 3070 members 
Mstep: Class 31 contains 13403 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67861 members 
Mstep: Class 34 contains 26201 members 
Mstep: Class 35 contains 15215 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18911 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13980 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18825 members 
Mstep: Class 48 contains 3613 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33336 members 
Mstep: Class 52 contains 7836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182216.000000 Penalty: 179445.484375
Iteration 271Q: 53 clusters Score -1.151822e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156956 members 
Mstep: Class 2 contains 2961 members 
Mstep: Class 3 contains 11944 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24785 members 
Mstep: Class 6 contains 72583 members 
Mstep: Class 7 contains 11869 members 
Mstep: Class 8 contains 1674 members 
Mstep: Class 9 contains 182199 members 
Mstep: Class 10 contains 12709 members 
Mstep: Class 11 contains 59668 members 
Mstep: Class 12 contains 2652 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44326 members 
Mstep: Class 15 contains 12256 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25196 members 
Mstep: Class 18 contains 103768 members 
Mstep: Class 19 contains 3038 members 
Mstep: Class 20 contains 5603 members 
Mstep: Class 21 contains 39045 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9004 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 14328 members 
Mstep: Class 29 contains 22850 members 
Mstep: Class 30 contains 3070 members 
Mstep: Class 31 contains 13403 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67864 members 
Mstep: Class 34 contains 26203 members 
Mstep: Class 35 contains 15212 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18912 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13984 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18826 members 
Mstep: Class 48 contains 3613 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33336 members 
Mstep: Class 52 contains 7836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182136.000000 Penalty: 179445.484375
Iteration 272Q: 53 clusters Score -1.151821e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156959 members 
Mstep: Class 2 contains 2961 members 
Mstep: Class 3 contains 11943 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24787 members 
Mstep: Class 6 contains 72582 members 
Mstep: Class 7 contains 11873 members 
Mstep: Class 8 contains 1674 members 
Mstep: Class 9 contains 182197 members 
Mstep: Class 10 contains 12710 members 
Mstep: Class 11 contains 59681 members 
Mstep: Class 12 contains 2652 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44309 members 
Mstep: Class 15 contains 12256 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25196 members 
Mstep: Class 18 contains 103774 members 
Mstep: Class 19 contains 3039 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 39037 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9004 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 14328 members 
Mstep: Class 29 contains 22841 members 
Mstep: Class 30 contains 3070 members 
Mstep: Class 31 contains 13405 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67864 members 
Mstep: Class 34 contains 26203 members 
Mstep: Class 35 contains 15214 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18913 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13986 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18829 members 
Mstep: Class 48 contains 3613 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33335 members 
Mstep: Class 52 contains 7836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182200.000000 Penalty: 179445.484375
Iteration 273Q: 53 clusters Score -1.151822e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156962 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 11944 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24791 members 
Mstep: Class 6 contains 72581 members 
Mstep: Class 7 contains 11879 members 
Mstep: Class 8 contains 1674 members 
Mstep: Class 9 contains 182195 members 
Mstep: Class 10 contains 12711 members 
Mstep: Class 11 contains 59697 members 
Mstep: Class 12 contains 2652 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44288 members 
Mstep: Class 15 contains 12256 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25196 members 
Mstep: Class 18 contains 103776 members 
Mstep: Class 19 contains 3040 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 39036 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9005 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 14328 members 
Mstep: Class 29 contains 22835 members 
Mstep: Class 30 contains 3070 members 
Mstep: Class 31 contains 13407 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67863 members 
Mstep: Class 34 contains 26203 members 
Mstep: Class 35 contains 15209 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18914 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13986 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18828 members 
Mstep: Class 48 contains 3613 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33334 members 
Mstep: Class 52 contains 7836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182096.000000 Penalty: 179445.484375
Iteration 274Q: 53 clusters Score -1.151821e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156958 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 11944 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24792 members 
Mstep: Class 6 contains 72583 members 
Mstep: Class 7 contains 11888 members 
Mstep: Class 8 contains 1674 members 
Mstep: Class 9 contains 182195 members 
Mstep: Class 10 contains 12711 members 
Mstep: Class 11 contains 59704 members 
Mstep: Class 12 contains 2652 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44267 members 
Mstep: Class 15 contains 12256 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25194 members 
Mstep: Class 18 contains 103775 members 
Mstep: Class 19 contains 3039 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 39039 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9004 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 14329 members 
Mstep: Class 29 contains 22833 members 
Mstep: Class 30 contains 3070 members 
Mstep: Class 31 contains 13408 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67870 members 
Mstep: Class 34 contains 26202 members 
Mstep: Class 35 contains 15211 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18914 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13986 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18829 members 
Mstep: Class 48 contains 3613 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33333 members 
Mstep: Class 52 contains 7836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182072.000000 Penalty: 179445.484375
Iteration 275Q: 53 clusters Score -1.151821e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156955 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 11943 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24794 members 
Mstep: Class 6 contains 72584 members 
Mstep: Class 7 contains 11890 members 
Mstep: Class 8 contains 1674 members 
Mstep: Class 9 contains 182198 members 
Mstep: Class 10 contains 12711 members 
Mstep: Class 11 contains 59714 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44248 members 
Mstep: Class 15 contains 12256 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25193 members 
Mstep: Class 18 contains 103777 members 
Mstep: Class 19 contains 3038 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 39036 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9005 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 14329 members 
Mstep: Class 29 contains 22833 members 
Mstep: Class 30 contains 3070 members 
Mstep: Class 31 contains 13406 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67877 members 
Mstep: Class 34 contains 26204 members 
Mstep: Class 35 contains 15209 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18913 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13989 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18829 members 
Mstep: Class 48 contains 3613 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33334 members 
Mstep: Class 52 contains 7836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182160.000000 Penalty: 179445.484375
Iteration 276Q: 53 clusters Score -1.151822e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156956 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 11941 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24797 members 
Mstep: Class 6 contains 72584 members 
Mstep: Class 7 contains 11893 members 
Mstep: Class 8 contains 1674 members 
Mstep: Class 9 contains 182195 members 
Mstep: Class 10 contains 12711 members 
Mstep: Class 11 contains 59732 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44232 members 
Mstep: Class 15 contains 12256 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25191 members 
Mstep: Class 18 contains 103779 members 
Mstep: Class 19 contains 3038 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 39035 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9005 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 14329 members 
Mstep: Class 29 contains 22830 members 
Mstep: Class 30 contains 3070 members 
Mstep: Class 31 contains 13403 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67879 members 
Mstep: Class 34 contains 26203 members 
Mstep: Class 35 contains 15210 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18913 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13990 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18829 members 
Mstep: Class 48 contains 3613 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33334 members 
Mstep: Class 52 contains 7836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182144.000000 Penalty: 179445.484375
Iteration 277Q: 53 clusters Score -1.151821e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156966 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 11938 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24798 members 
Mstep: Class 6 contains 72586 members 
Mstep: Class 7 contains 11894 members 
Mstep: Class 8 contains 1674 members 
Mstep: Class 9 contains 182192 members 
Mstep: Class 10 contains 12712 members 
Mstep: Class 11 contains 59744 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44214 members 
Mstep: Class 15 contains 12256 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25186 members 
Mstep: Class 18 contains 103780 members 
Mstep: Class 19 contains 3038 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 39033 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9005 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 14329 members 
Mstep: Class 29 contains 22830 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 13404 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67877 members 
Mstep: Class 34 contains 26201 members 
Mstep: Class 35 contains 15213 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18911 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 13996 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18830 members 
Mstep: Class 48 contains 3613 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33333 members 
Mstep: Class 52 contains 7836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181960.000000 Penalty: 179445.484375
Iteration 278Q: 53 clusters Score -1.15182e+08 nChanged 46
Entering ConstructFrom: 
Score: -115181960.000000 Penalty: 179445.484375
Entering ConstructFrom: 
Trying to split cluster 1 (156969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156969 members 
Entering Unmasked Estep 
Score: -17263044.000000 Penalty: 2967.023193
	Iteration 0F: 2 clusters Score -1.726304e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78248 members 
Mstep: Class 2 contains 78721 members 
Entering Unmasked Estep 
Score: -17157882.000000 Penalty: 5934.046387
	Iteration 0F: 3 clusters Score -1.715788e+07 nChanged 75209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72875 members 
Mstep: Class 2 contains 84094 members 
Entering Unmasked Estep 
Score: -17202180.000000 Penalty: 5934.046387
	Iteration 1F: 3 clusters Score -1.720218e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69279 members 
Mstep: Class 2 contains 87690 members 
Entering Unmasked Estep 
Score: -17203608.000000 Penalty: 5934.046387
	Iteration 2Q: 3 clusters Score -1.720361e+07 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63906 members 
Mstep: Class 2 contains 93063 members 
Entering Unmasked Estep 
Score: -17206066.000000 Penalty: 5934.046387
	Iteration 3Q: 3 clusters Score -1.720607e+07 nChanged 8553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56087 members 
Mstep: Class 2 contains 100882 members 
Entering Unmasked Estep 
Score: -17210240.000000 Penalty: 5934.046387
	Iteration 4F: 3 clusters Score -1.721024e+07 nChanged 10869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45590 members 
Mstep: Class 2 contains 111379 members 
Entering Unmasked Estep 
Score: -17217044.000000 Penalty: 5934.046387
	Iteration 5F: 3 clusters Score -1.721704e+07 nChanged 12903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 124176 members 
Entering Unmasked Estep 
Score: -17227672.000000 Penalty: 5934.046387
	Iteration 6F: 3 clusters Score -1.722767e+07 nChanged 13493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 137653 members 
Entering Unmasked Estep 
Score: -17240610.000000 Penalty: 5934.046387
	Iteration 7F: 3 clusters Score -1.724061e+07 nChanged 10784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 148433 members 
Entering Unmasked Estep 
Score: -17251930.000000 Penalty: 5934.046387
	Iteration 8F: 3 clusters Score -1.725193e+07 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 154260 members 
Entering Unmasked Estep 
Score: -17257880.000000 Penalty: 5934.046387
	Iteration 9Q: 3 clusters Score -1.725788e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 156188 members 
Entering Unmasked Estep 
Score: -17259748.000000 Penalty: 5934.046387
	Iteration 10Q: 3 clusters Score -1.725975e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 156619 members 
Entering Unmasked Estep 
Score: -17260136.000000 Penalty: 5934.046387
	Iteration 11Q: 3 clusters Score -1.726014e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 156712 members 
Entering Unmasked Estep 
Score: -17260302.000000 Penalty: 5934.046387
	Iteration 12Q: 3 clusters Score -1.72603e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 156735 members 
Entering Unmasked Estep 
Score: -17260358.000000 Penalty: 5934.046387
	Iteration 13Q: 3 clusters Score -1.726036e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 156747 members 
Entering Unmasked Estep 
Score: -17260398.000000 Penalty: 5934.046387
	Iteration 14Q: 3 clusters Score -1.72604e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 156758 members 
Entering Unmasked Estep 
Score: -17260414.000000 Penalty: 5934.046387
	Iteration 15Q: 3 clusters Score -1.726041e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 156763 members 
Entering Unmasked Estep 
Score: -17260442.000000 Penalty: 5934.046387
	Iteration 16Q: 3 clusters Score -1.726044e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 156766 members 
Entering Unmasked Estep 
Score: -17260446.000000 Penalty: 5934.046387
	Iteration 17Q: 3 clusters Score -1.726045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 156768 members 
Entering Unmasked Estep 
Score: -17260456.000000 Penalty: 5934.046387
	Iteration 18Q: 3 clusters Score -1.726046e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 156769 members 
Entering Unmasked Estep 
Score: -17260442.000000 Penalty: 5934.046387
	Iteration 19Q: 3 clusters Score -1.726044e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 156769 members 
Entering Unmasked Estep 
Score: -17260442.000000 Penalty: 5934.046387
	Iteration 20F: 3 clusters Score -1.726044e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Entering Unmasked Estep 
Score: -257241.562500 Penalty: 1982.417725
	Iteration 0F: 2 clusters Score -257241.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -254042.843750 Penalty: 3964.835449
	Iteration 0F: 3 clusters Score -254042.8 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -254743.609375 Penalty: 3964.835449
	Iteration 1F: 3 clusters Score -254743.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -254984.484375 Penalty: 3964.835449
	Iteration 2F: 3 clusters Score -254984.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -255142.062500 Penalty: 3964.835449
	Iteration 3F: 3 clusters Score -255142.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -255256.703125 Penalty: 3964.835449
	Iteration 4Q: 3 clusters Score -255256.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -255386.125000 Penalty: 3964.835449
	Iteration 5Q: 3 clusters Score -255386.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -255545.812500 Penalty: 3964.835449
	Iteration 6Q: 3 clusters Score -255545.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -255734.171875 Penalty: 3964.835449
	Iteration 7Q: 3 clusters Score -255734.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -255933.859375 Penalty: 3964.835449
	Iteration 8F: 3 clusters Score -255933.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -256119.140625 Penalty: 3964.835449
	Iteration 9Q: 3 clusters Score -256119.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -256240.484375 Penalty: 3964.835449
	Iteration 10Q: 3 clusters Score -256240.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -256300.609375 Penalty: 3964.835449
	Iteration 11Q: 3 clusters Score -256300.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -256342.484375 Penalty: 3964.835449
	Iteration 12Q: 3 clusters Score -256342.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -256364.750000 Penalty: 3964.835449
	Iteration 13Q: 3 clusters Score -256364.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -256382.375000 Penalty: 3964.835449
	Iteration 14Q: 3 clusters Score -256382.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -256398.343750 Penalty: 3964.835449
	Iteration 15Q: 3 clusters Score -256398.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -256414.156250 Penalty: 3964.835449
	Iteration 16Q: 3 clusters Score -256414.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -256429.953125 Penalty: 3964.835449
	Iteration 17Q: 3 clusters Score -256430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -256440.656250 Penalty: 3964.835449
	Iteration 18Q: 3 clusters Score -256440.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -256451.578125 Penalty: 3964.835449
	Iteration 19Q: 3 clusters Score -256451.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -256466.203125 Penalty: 3964.835449
	Iteration 20F: 3 clusters Score -256466.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -256472.875000 Penalty: 3964.835449
	Iteration 21Q: 3 clusters Score -256472.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -256480.265625 Penalty: 3964.835449
	Iteration 22Q: 3 clusters Score -256480.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -256483.609375 Penalty: 3964.835449
	Iteration 23Q: 3 clusters Score -256483.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -256489.531250 Penalty: 3964.835449
	Iteration 24Q: 3 clusters Score -256489.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -256494.390625 Penalty: 3964.835449
	Iteration 25Q: 3 clusters Score -256494.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -256500.093750 Penalty: 3964.835449
	Iteration 26Q: 3 clusters Score -256500.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -256502.906250 Penalty: 3964.835449
	Iteration 27Q: 3 clusters Score -256502.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -256505.187500 Penalty: 3964.835449
	Iteration 28Q: 3 clusters Score -256505.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -256505.187500 Penalty: 3964.835449
	Iteration 29F: 3 clusters Score -256505.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Entering Unmasked Estep 
Score: -1222845.125000 Penalty: 2328.074707
	Iteration 0F: 2 clusters Score -1222845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1213902.750000 Penalty: 4656.149414
	Iteration 0F: 3 clusters Score -1213903 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1216647.875000 Penalty: 4656.149414
	Iteration 1F: 3 clusters Score -1216648 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1217117.125000 Penalty: 4656.149414
	Iteration 2F: 3 clusters Score -1217117 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1217532.875000 Penalty: 4656.149414
	Iteration 3F: 3 clusters Score -1217533 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1217868.750000 Penalty: 4656.149414
	Iteration 4F: 3 clusters Score -1217869 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1218178.750000 Penalty: 4656.149414
	Iteration 5Q: 3 clusters Score -1218179 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1218485.125000 Penalty: 4656.149414
	Iteration 6Q: 3 clusters Score -1218485 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1218789.250000 Penalty: 4656.149414
	Iteration 7Q: 3 clusters Score -1218789 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1219148.875000 Penalty: 4656.149414
	Iteration 8Q: 3 clusters Score -1219149 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1219486.375000 Penalty: 4656.149414
	Iteration 9Q: 3 clusters Score -1219486 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1219812.000000 Penalty: 4656.149414
	Iteration 10Q: 3 clusters Score -1219812 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1220179.500000 Penalty: 4656.149414
	Iteration 11Q: 3 clusters Score -1220180 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1220474.750000 Penalty: 4656.149414
	Iteration 12Q: 3 clusters Score -1220475 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1220693.250000 Penalty: 4656.149414
	Iteration 13Q: 3 clusters Score -1220693 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1220864.375000 Penalty: 4656.149414
	Iteration 14Q: 3 clusters Score -1220864 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1221033.375000 Penalty: 4656.149414
	Iteration 15Q: 3 clusters Score -1221033 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1221187.250000 Penalty: 4656.149414
	Iteration 16Q: 3 clusters Score -1221187 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1221305.750000 Penalty: 4656.149414
	Iteration 17Q: 3 clusters Score -1221306 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1221397.375000 Penalty: 4656.149414
	Iteration 18Q: 3 clusters Score -1221397 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1221470.250000 Penalty: 4656.149414
	Iteration 19Q: 3 clusters Score -1221470 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1221532.000000 Penalty: 4656.149414
	Iteration 20F: 3 clusters Score -1221532 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1221582.875000 Penalty: 4656.149414
	Iteration 21Q: 3 clusters Score -1221583 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1221632.875000 Penalty: 4656.149414
	Iteration 22Q: 3 clusters Score -1221633 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1221670.250000 Penalty: 4656.149414
	Iteration 23Q: 3 clusters Score -1221670 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1221703.250000 Penalty: 4656.149414
	Iteration 24Q: 3 clusters Score -1221703 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1221745.625000 Penalty: 4656.149414
	Iteration 25Q: 3 clusters Score -1221746 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1221776.750000 Penalty: 4656.149414
	Iteration 26Q: 3 clusters Score -1221777 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1221796.375000 Penalty: 4656.149414
	Iteration 27Q: 3 clusters Score -1221796 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1221814.625000 Penalty: 4656.149414
	Iteration 28Q: 3 clusters Score -1221815 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1221825.375000 Penalty: 4656.149414
	Iteration 29Q: 3 clusters Score -1221825 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1221837.125000 Penalty: 4656.149414
	Iteration 30Q: 3 clusters Score -1221837 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1221851.625000 Penalty: 4656.149414
	Iteration 31Q: 3 clusters Score -1221852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1221867.125000 Penalty: 4656.149414
	Iteration 32Q: 3 clusters Score -1221867 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1221875.750000 Penalty: 4656.149414
	Iteration 33Q: 3 clusters Score -1221876 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1221887.125000 Penalty: 4656.149414
	Iteration 34Q: 3 clusters Score -1221887 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1221898.125000 Penalty: 4656.149414
	Iteration 35Q: 3 clusters Score -1221898 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1221908.000000 Penalty: 4656.149414
	Iteration 36Q: 3 clusters Score -1221908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1221913.625000 Penalty: 4656.149414
	Iteration 37Q: 3 clusters Score -1221914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1221916.250000 Penalty: 4656.149414
	Iteration 38Q: 3 clusters Score -1221916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1221915.875000 Penalty: 4656.149414
	Iteration 39Q: 3 clusters Score -1221916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1221918.000000 Penalty: 4656.149414
	Iteration 40F: 3 clusters Score -1221918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1221918.125000 Penalty: 4656.149414
	Iteration 41Q: 3 clusters Score -1221918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1221920.250000 Penalty: 4656.149414
	Iteration 42Q: 3 clusters Score -1221920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1221919.375000 Penalty: 4656.149414
	Iteration 43Q: 3 clusters Score -1221919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1221919.375000 Penalty: 4656.149414
	Iteration 44F: 3 clusters Score -1221919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Entering Unmasked Estep 
Score: -144021.140625 Penalty: 1808.499634
	Iteration 0F: 2 clusters Score -144021.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -141844.328125 Penalty: 3616.999268
	Iteration 0F: 3 clusters Score -141844.3 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -142362.609375 Penalty: 3616.999268
	Iteration 1F: 3 clusters Score -142362.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -142750.093750 Penalty: 3616.999268
	Iteration 2F: 3 clusters Score -142750.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -143508.421875 Penalty: 3616.999268
	Iteration 3F: 3 clusters Score -143508.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -144134.187500 Penalty: 3616.999268
	Iteration 4F: 3 clusters Score -144134.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -144372.890625 Penalty: 3616.999268
	Iteration 5F: 3 clusters Score -144372.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -144474.921875 Penalty: 3616.999268
	Iteration 6Q: 3 clusters Score -144474.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -144511.296875 Penalty: 3616.999268
	Iteration 7Q: 3 clusters Score -144511.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -144545.828125 Penalty: 3616.999268
	Iteration 8Q: 3 clusters Score -144545.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -144578.093750 Penalty: 3616.999268
	Iteration 9Q: 3 clusters Score -144578.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -144600.328125 Penalty: 3616.999268
	Iteration 10Q: 3 clusters Score -144600.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -144605.171875 Penalty: 3616.999268
	Iteration 11Q: 3 clusters Score -144605.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -144607.296875 Penalty: 3616.999268
	Iteration 12Q: 3 clusters Score -144607.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -144607.296875 Penalty: 3616.999268
	Iteration 13F: 3 clusters Score -144607.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156969 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 11937 members 
Mstep: Class 4 contains 1030 members 
Mstep: Class 5 contains 24800 members 
Mstep: Class 6 contains 72586 members 
Mstep: Class 7 contains 11894 members 
Mstep: Class 8 contains 1674 members 
Mstep: Class 9 contains 182187 members 
Mstep: Class 10 contains 12713 members 
Mstep: Class 11 contains 59752 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44206 members 
Mstep: Class 15 contains 12256 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25184 members 
Mstep: Class 18 contains 103782 members 
Mstep: Class 19 contains 3038 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 39030 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9005 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 14329 members 
Mstep: Class 29 contains 22830 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 13403 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67875 members 
Mstep: Class 34 contains 26202 members 
Mstep: Class 35 contains 15213 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18911 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14001 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18830 members 
Mstep: Class 48 contains 3613 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33333 members 
Mstep: Class 52 contains 7836 members 
Mstep: Class 53 contains 439 members 
Entering Unmasked Estep 
Score: -115181368.000000 Penalty: 182896.359375
Splitting cluster 4 changes total score from -115181960.000000 to -115181368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (24800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Entering Unmasked Estep 
Score: -2575479.250000 Penalty: 2509.412598
	Iteration 0F: 2 clusters Score -2575479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -2558309.750000 Penalty: 5018.825195
	Iteration 0F: 3 clusters Score -2558310 nChanged 11069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -2564672.500000 Penalty: 5018.825195
	Iteration 1F: 3 clusters Score -2564672 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -2565412.250000 Penalty: 5018.825195
	Iteration 2F: 3 clusters Score -2565412 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2566120.500000 Penalty: 5018.825195
	Iteration 3F: 3 clusters Score -2566120 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -2566890.000000 Penalty: 5018.825195
	Iteration 4F: 3 clusters Score -2566890 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -2567745.750000 Penalty: 5018.825195
	Iteration 5F: 3 clusters Score -2567746 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -2568741.750000 Penalty: 5018.825195
	Iteration 6F: 3 clusters Score -2568742 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -2569769.750000 Penalty: 5018.825195
	Iteration 7F: 3 clusters Score -2569770 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -2570698.750000 Penalty: 5018.825195
	Iteration 8Q: 3 clusters Score -2570699 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -2571380.750000 Penalty: 5018.825195
	Iteration 9Q: 3 clusters Score -2571381 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -2571776.750000 Penalty: 5018.825195
	Iteration 10Q: 3 clusters Score -2571777 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -2572013.500000 Penalty: 5018.825195
	Iteration 11Q: 3 clusters Score -2572014 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -2572190.000000 Penalty: 5018.825195
	Iteration 12Q: 3 clusters Score -2572190 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -2572306.250000 Penalty: 5018.825195
	Iteration 13Q: 3 clusters Score -2572306 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -2572418.500000 Penalty: 5018.825195
	Iteration 14Q: 3 clusters Score -2572418 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -2572512.250000 Penalty: 5018.825195
	Iteration 15Q: 3 clusters Score -2572512 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -2572598.250000 Penalty: 5018.825195
	Iteration 16Q: 3 clusters Score -2572598 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -2572689.750000 Penalty: 5018.825195
	Iteration 17Q: 3 clusters Score -2572690 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -2572776.000000 Penalty: 5018.825195
	Iteration 18Q: 3 clusters Score -2572776 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -2572855.250000 Penalty: 5018.825195
	Iteration 19Q: 3 clusters Score -2572855 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2572896.750000 Penalty: 5018.825195
	Iteration 20F: 3 clusters Score -2572897 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -2572952.750000 Penalty: 5018.825195
	Iteration 21Q: 3 clusters Score -2572953 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -2573021.500000 Penalty: 5018.825195
	Iteration 22Q: 3 clusters Score -2573022 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -2573079.500000 Penalty: 5018.825195
	Iteration 23Q: 3 clusters Score -2573080 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -2573132.750000 Penalty: 5018.825195
	Iteration 24Q: 3 clusters Score -2573133 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -2573172.750000 Penalty: 5018.825195
	Iteration 25Q: 3 clusters Score -2573173 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -2573215.000000 Penalty: 5018.825195
	Iteration 26Q: 3 clusters Score -2573215 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2573251.500000 Penalty: 5018.825195
	Iteration 27Q: 3 clusters Score -2573252 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2573285.000000 Penalty: 5018.825195
	Iteration 28Q: 3 clusters Score -2573285 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2573310.750000 Penalty: 5018.825195
	Iteration 29Q: 3 clusters Score -2573311 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2573333.500000 Penalty: 5018.825195
	Iteration 30Q: 3 clusters Score -2573334 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -2573348.250000 Penalty: 5018.825195
	Iteration 31Q: 3 clusters Score -2573348 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2573361.500000 Penalty: 5018.825195
	Iteration 32Q: 3 clusters Score -2573362 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2573367.250000 Penalty: 5018.825195
	Iteration 33Q: 3 clusters Score -2573367 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2573379.000000 Penalty: 5018.825195
	Iteration 34Q: 3 clusters Score -2573379 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -2573387.250000 Penalty: 5018.825195
	Iteration 35Q: 3 clusters Score -2573387 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2573394.750000 Penalty: 5018.825195
	Iteration 36Q: 3 clusters Score -2573395 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2573402.250000 Penalty: 5018.825195
	Iteration 37Q: 3 clusters Score -2573402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2573402.750000 Penalty: 5018.825195
	Iteration 38Q: 3 clusters Score -2573403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2573407.750000 Penalty: 5018.825195
	Iteration 39Q: 3 clusters Score -2573408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2573413.500000 Penalty: 5018.825195
	Iteration 40F: 3 clusters Score -2573414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2573420.250000 Penalty: 5018.825195
	Iteration 41Q: 3 clusters Score -2573420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2573427.250000 Penalty: 5018.825195
	Iteration 42Q: 3 clusters Score -2573427 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2573428.250000 Penalty: 5018.825195
	Iteration 43Q: 3 clusters Score -2573428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2573423.250000 Penalty: 5018.825195
	Iteration 44Q: 3 clusters Score -2573423 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2573432.500000 Penalty: 5018.825195
	Iteration 45Q: 3 clusters Score -2573432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2573436.750000 Penalty: 5018.825195
	Iteration 46Q: 3 clusters Score -2573437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2573432.250000 Penalty: 5018.825195
	Iteration 47Q: 3 clusters Score -2573432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2573432.250000 Penalty: 5018.825195
	Iteration 48Q: 3 clusters Score -2573432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2573434.750000 Penalty: 5018.825195
	Iteration 49Q: 3 clusters Score -2573435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2573433.500000 Penalty: 5018.825195
	Iteration 50Q: 3 clusters Score -2573434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2573436.750000 Penalty: 5018.825195
	Iteration 51Q: 3 clusters Score -2573437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2573431.750000 Penalty: 5018.825195
	Iteration 52Q: 3 clusters Score -2573432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2573431.750000 Penalty: 5018.825195
	Iteration 53F: 3 clusters Score -2573432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (72586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72586 members 
Entering Unmasked Estep 
Score: -8085958.000000 Penalty: 2775.746826
	Iteration 0F: 2 clusters Score -8085958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36274 members 
Mstep: Class 2 contains 36312 members 
Entering Unmasked Estep 
Score: -8037314.500000 Penalty: 5551.493652
	Iteration 0F: 3 clusters Score -8037314 nChanged 33733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36137 members 
Mstep: Class 2 contains 36449 members 
Entering Unmasked Estep 
Score: -8056416.000000 Penalty: 5551.493652
	Iteration 1F: 3 clusters Score -8056416 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
Score: -8056950.000000 Penalty: 5551.493652
	Iteration 2Q: 3 clusters Score -8056950 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 36157 members 
Entering Unmasked Estep 
Score: -8057461.500000 Penalty: 5551.493652
	Iteration 3Q: 3 clusters Score -8057462 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -8057928.500000 Penalty: 5551.493652
	Iteration 4Q: 3 clusters Score -8057928 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37004 members 
Mstep: Class 2 contains 35582 members 
Entering Unmasked Estep 
Score: -8058390.500000 Penalty: 5551.493652
	Iteration 5Q: 3 clusters Score -8058390 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 35128 members 
Entering Unmasked Estep 
Score: -8058942.000000 Penalty: 5551.493652
	Iteration 6Q: 3 clusters Score -8058942 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38133 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -8059498.500000 Penalty: 5551.493652
	Iteration 7Q: 3 clusters Score -8059498 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -8060425.500000 Penalty: 5551.493652
	Iteration 8Q: 3 clusters Score -8060426 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -8061667.500000 Penalty: 5551.493652
	Iteration 9Q: 3 clusters Score -8061668 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42270 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -8063441.000000 Penalty: 5551.493652
	Iteration 10Q: 3 clusters Score -8063441 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -8065846.000000 Penalty: 5551.493652
	Iteration 11F: 3 clusters Score -8065846 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46479 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -8068587.500000 Penalty: 5551.493652
	Iteration 12F: 3 clusters Score -8068588 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48388 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -8070782.000000 Penalty: 5551.493652
	Iteration 13Q: 3 clusters Score -8070782 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50024 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -8071986.000000 Penalty: 5551.493652
	Iteration 14Q: 3 clusters Score -8071986 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51595 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -8072783.000000 Penalty: 5551.493652
	Iteration 15Q: 3 clusters Score -8072783 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53164 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -8073447.500000 Penalty: 5551.493652
	Iteration 16Q: 3 clusters Score -8073448 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54857 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -8074118.000000 Penalty: 5551.493652
	Iteration 17Q: 3 clusters Score -8074118 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56514 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -8074800.500000 Penalty: 5551.493652
	Iteration 18Q: 3 clusters Score -8074800 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58144 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -8075477.500000 Penalty: 5551.493652
	Iteration 19Q: 3 clusters Score -8075478 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59853 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -8076243.000000 Penalty: 5551.493652
	Iteration 20F: 3 clusters Score -8076243 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61562 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -8077128.500000 Penalty: 5551.493652
	Iteration 21Q: 3 clusters Score -8077128 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63196 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -8078012.500000 Penalty: 5551.493652
	Iteration 22Q: 3 clusters Score -8078012 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64697 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -8078843.000000 Penalty: 5551.493652
	Iteration 23Q: 3 clusters Score -8078843 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66095 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -8079682.500000 Penalty: 5551.493652
	Iteration 24Q: 3 clusters Score -8079682 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67283 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -8080462.500000 Penalty: 5551.493652
	Iteration 25Q: 3 clusters Score -8080462 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68303 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -8081108.500000 Penalty: 5551.493652
	Iteration 26Q: 3 clusters Score -8081108 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69137 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -8081647.500000 Penalty: 5551.493652
	Iteration 27Q: 3 clusters Score -8081648 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69810 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -8082011.500000 Penalty: 5551.493652
	Iteration 28Q: 3 clusters Score -8082012 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70342 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -8082354.000000 Penalty: 5551.493652
	Iteration 29Q: 3 clusters Score -8082354 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70777 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -8082600.000000 Penalty: 5551.493652
	Iteration 30Q: 3 clusters Score -8082600 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71088 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -8082797.500000 Penalty: 5551.493652
	Iteration 31Q: 3 clusters Score -8082798 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71309 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -8082942.500000 Penalty: 5551.493652
	Iteration 32Q: 3 clusters Score -8082942 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71486 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -8083059.000000 Penalty: 5551.493652
	Iteration 33Q: 3 clusters Score -8083059 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71621 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -8083163.000000 Penalty: 5551.493652
	Iteration 34Q: 3 clusters Score -8083163 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71721 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -8083230.000000 Penalty: 5551.493652
	Iteration 35Q: 3 clusters Score -8083230 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71793 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -8083302.500000 Penalty: 5551.493652
	Iteration 36Q: 3 clusters Score -8083302 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71860 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8083341.000000 Penalty: 5551.493652
	Iteration 37Q: 3 clusters Score -8083341 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71906 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -8083379.000000 Penalty: 5551.493652
	Iteration 38Q: 3 clusters Score -8083379 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71934 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -8083403.500000 Penalty: 5551.493652
	Iteration 39Q: 3 clusters Score -8083404 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71957 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8083419.500000 Penalty: 5551.493652
	Iteration 40F: 3 clusters Score -8083420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71974 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -8083439.000000 Penalty: 5551.493652
	Iteration 41Q: 3 clusters Score -8083439 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71988 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -8083445.500000 Penalty: 5551.493652
	Iteration 42Q: 3 clusters Score -8083446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72007 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -8083462.500000 Penalty: 5551.493652
	Iteration 43Q: 3 clusters Score -8083462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72019 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -8083478.000000 Penalty: 5551.493652
	Iteration 44Q: 3 clusters Score -8083478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72033 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8083480.500000 Penalty: 5551.493652
	Iteration 45Q: 3 clusters Score -8083480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72044 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -8083489.000000 Penalty: 5551.493652
	Iteration 46Q: 3 clusters Score -8083489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72058 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -8083507.000000 Penalty: 5551.493652
	Iteration 47Q: 3 clusters Score -8083507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72069 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -8083511.500000 Penalty: 5551.493652
	Iteration 48Q: 3 clusters Score -8083512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72076 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -8083512.000000 Penalty: 5551.493652
	Iteration 49Q: 3 clusters Score -8083512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72074 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -8083521.000000 Penalty: 5551.493652
	Iteration 50Q: 3 clusters Score -8083521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72077 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -8083521.500000 Penalty: 5551.493652
	Iteration 51Q: 3 clusters Score -8083522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72080 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8083518.500000 Penalty: 5551.493652
	Iteration 52Q: 3 clusters Score -8083518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72085 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -8083527.000000 Penalty: 5551.493652
	Iteration 53Q: 3 clusters Score -8083527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72088 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -8083528.500000 Penalty: 5551.493652
	Iteration 54Q: 3 clusters Score -8083528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72089 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8083529.000000 Penalty: 5551.493652
	Iteration 55Q: 3 clusters Score -8083529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72090 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -8083525.500000 Penalty: 5551.493652
	Iteration 56Q: 3 clusters Score -8083526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72091 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8083519.500000 Penalty: 5551.493652
	Iteration 57Q: 3 clusters Score -8083520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72091 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8083519.500000 Penalty: 5551.493652
	Iteration 58F: 3 clusters Score -8083520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Entering Unmasked Estep 
Score: -1186719.500000 Penalty: 2327.179688
	Iteration 0F: 2 clusters Score -1186720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1177864.500000 Penalty: 4654.359375
	Iteration 0F: 3 clusters Score -1177864 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1180551.250000 Penalty: 4654.359375
	Iteration 1F: 3 clusters Score -1180551 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1180888.500000 Penalty: 4654.359375
	Iteration 2F: 3 clusters Score -1180888 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1181155.250000 Penalty: 4654.359375
	Iteration 3F: 3 clusters Score -1181155 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1181385.500000 Penalty: 4654.359375
	Iteration 4Q: 3 clusters Score -1181386 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1181608.750000 Penalty: 4654.359375
	Iteration 5Q: 3 clusters Score -1181609 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1181880.500000 Penalty: 4654.359375
	Iteration 6Q: 3 clusters Score -1181880 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1182175.000000 Penalty: 4654.359375
	Iteration 7Q: 3 clusters Score -1182175 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1182415.000000 Penalty: 4654.359375
	Iteration 8Q: 3 clusters Score -1182415 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1182638.000000 Penalty: 4654.359375
	Iteration 9Q: 3 clusters Score -1182638 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1182842.625000 Penalty: 4654.359375
	Iteration 10Q: 3 clusters Score -1182843 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1183019.375000 Penalty: 4654.359375
	Iteration 11Q: 3 clusters Score -1183019 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1183177.500000 Penalty: 4654.359375
	Iteration 12Q: 3 clusters Score -1183178 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1183317.875000 Penalty: 4654.359375
	Iteration 13Q: 3 clusters Score -1183318 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1183430.750000 Penalty: 4654.359375
	Iteration 14Q: 3 clusters Score -1183431 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1183530.000000 Penalty: 4654.359375
	Iteration 15Q: 3 clusters Score -1183530 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1183618.000000 Penalty: 4654.359375
	Iteration 16Q: 3 clusters Score -1183618 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1183700.375000 Penalty: 4654.359375
	Iteration 17Q: 3 clusters Score -1183700 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1183775.625000 Penalty: 4654.359375
	Iteration 18Q: 3 clusters Score -1183776 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1183831.250000 Penalty: 4654.359375
	Iteration 19Q: 3 clusters Score -1183831 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1183889.375000 Penalty: 4654.359375
	Iteration 20F: 3 clusters Score -1183889 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1183949.125000 Penalty: 4654.359375
	Iteration 21Q: 3 clusters Score -1183949 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1184015.000000 Penalty: 4654.359375
	Iteration 22Q: 3 clusters Score -1184015 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1184087.625000 Penalty: 4654.359375
	Iteration 23Q: 3 clusters Score -1184088 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1184171.125000 Penalty: 4654.359375
	Iteration 24Q: 3 clusters Score -1184171 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1184253.500000 Penalty: 4654.359375
	Iteration 25Q: 3 clusters Score -1184254 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1184339.625000 Penalty: 4654.359375
	Iteration 26Q: 3 clusters Score -1184340 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1184420.000000 Penalty: 4654.359375
	Iteration 27Q: 3 clusters Score -1184420 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1184479.000000 Penalty: 4654.359375
	Iteration 28Q: 3 clusters Score -1184479 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1184519.625000 Penalty: 4654.359375
	Iteration 29Q: 3 clusters Score -1184520 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1184553.625000 Penalty: 4654.359375
	Iteration 30Q: 3 clusters Score -1184554 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1184582.250000 Penalty: 4654.359375
	Iteration 31Q: 3 clusters Score -1184582 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1184615.125000 Penalty: 4654.359375
	Iteration 32Q: 3 clusters Score -1184615 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1184652.500000 Penalty: 4654.359375
	Iteration 33Q: 3 clusters Score -1184652 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1184683.000000 Penalty: 4654.359375
	Iteration 34Q: 3 clusters Score -1184683 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1184711.625000 Penalty: 4654.359375
	Iteration 35Q: 3 clusters Score -1184712 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1184743.250000 Penalty: 4654.359375
	Iteration 36Q: 3 clusters Score -1184743 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1184763.500000 Penalty: 4654.359375
	Iteration 37Q: 3 clusters Score -1184764 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1184780.250000 Penalty: 4654.359375
	Iteration 38Q: 3 clusters Score -1184780 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1184797.875000 Penalty: 4654.359375
	Iteration 39Q: 3 clusters Score -1184798 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1184812.750000 Penalty: 4654.359375
	Iteration 40F: 3 clusters Score -1184813 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1184825.625000 Penalty: 4654.359375
	Iteration 41Q: 3 clusters Score -1184826 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1184836.625000 Penalty: 4654.359375
	Iteration 42Q: 3 clusters Score -1184837 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1184855.000000 Penalty: 4654.359375
	Iteration 43Q: 3 clusters Score -1184855 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1184873.375000 Penalty: 4654.359375
	Iteration 44Q: 3 clusters Score -1184873 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1184889.500000 Penalty: 4654.359375
	Iteration 45Q: 3 clusters Score -1184890 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1184903.125000 Penalty: 4654.359375
	Iteration 46Q: 3 clusters Score -1184903 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1184922.375000 Penalty: 4654.359375
	Iteration 47Q: 3 clusters Score -1184922 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1184938.000000 Penalty: 4654.359375
	Iteration 48Q: 3 clusters Score -1184938 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1184949.125000 Penalty: 4654.359375
	Iteration 49Q: 3 clusters Score -1184949 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1184956.000000 Penalty: 4654.359375
	Iteration 50Q: 3 clusters Score -1184956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1184959.500000 Penalty: 4654.359375
	Iteration 51Q: 3 clusters Score -1184960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1184966.250000 Penalty: 4654.359375
	Iteration 52Q: 3 clusters Score -1184966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1184970.125000 Penalty: 4654.359375
	Iteration 53Q: 3 clusters Score -1184970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1184969.875000 Penalty: 4654.359375
	Iteration 54Q: 3 clusters Score -1184970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1184974.250000 Penalty: 4654.359375
	Iteration 55Q: 3 clusters Score -1184974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1184977.125000 Penalty: 4654.359375
	Iteration 56Q: 3 clusters Score -1184977 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1184978.250000 Penalty: 4654.359375
	Iteration 57Q: 3 clusters Score -1184978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1184984.500000 Penalty: 4654.359375
	Iteration 58Q: 3 clusters Score -1184984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1184989.375000 Penalty: 4654.359375
	Iteration 59Q: 3 clusters Score -1184989 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1184993.500000 Penalty: 4654.359375
	Iteration 60F: 3 clusters Score -1184994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1184993.375000 Penalty: 4654.359375
	Iteration 61Q: 3 clusters Score -1184993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1184995.625000 Penalty: 4654.359375
	Iteration 62Q: 3 clusters Score -1184996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1184997.000000 Penalty: 4654.359375
	Iteration 63Q: 3 clusters Score -1184997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1184998.875000 Penalty: 4654.359375
	Iteration 64Q: 3 clusters Score -1184999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1184997.125000 Penalty: 4654.359375
	Iteration 65Q: 3 clusters Score -1184997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1184997.875000 Penalty: 4654.359375
	Iteration 66Q: 3 clusters Score -1184998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1184997.875000 Penalty: 4654.359375
	Iteration 67Q: 3 clusters Score -1184998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1184997.875000 Penalty: 4654.359375
	Iteration 68F: 3 clusters Score -1184998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Entering Unmasked Estep 
Score: -147672.437500 Penalty: 1840.896851
	Iteration 0F: 2 clusters Score -147672.4 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 844 members 
Entering Unmasked Estep 
Score: -145292.921875 Penalty: 3681.793701
	Iteration 0F: 3 clusters Score -145292.9 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -145790.734375 Penalty: 3681.793701
	Iteration 1F: 3 clusters Score -145790.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -145930.046875 Penalty: 3681.793701
	Iteration 2F: 3 clusters Score -145930 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -145989.468750 Penalty: 3681.793701
	Iteration 3Q: 3 clusters Score -145989.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -146048.921875 Penalty: 3681.793701
	Iteration 4Q: 3 clusters Score -146048.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -146104.406250 Penalty: 3681.793701
	Iteration 5Q: 3 clusters Score -146104.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -146140.062500 Penalty: 3681.793701
	Iteration 6Q: 3 clusters Score -146140.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -146167.093750 Penalty: 3681.793701
	Iteration 7Q: 3 clusters Score -146167.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -146186.187500 Penalty: 3681.793701
	Iteration 8Q: 3 clusters Score -146186.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -146197.781250 Penalty: 3681.793701
	Iteration 9Q: 3 clusters Score -146197.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -146213.562500 Penalty: 3681.793701
	Iteration 10Q: 3 clusters Score -146213.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -146228.609375 Penalty: 3681.793701
	Iteration 11Q: 3 clusters Score -146228.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -146251.109375 Penalty: 3681.793701
	Iteration 12Q: 3 clusters Score -146251.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -146276.484375 Penalty: 3681.793701
	Iteration 13Q: 3 clusters Score -146276.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -146292.750000 Penalty: 3681.793701
	Iteration 14Q: 3 clusters Score -146292.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -146304.125000 Penalty: 3681.793701
	Iteration 15Q: 3 clusters Score -146304.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -146313.421875 Penalty: 3681.793701
	Iteration 16Q: 3 clusters Score -146313.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -146328.640625 Penalty: 3681.793701
	Iteration 17Q: 3 clusters Score -146328.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -146344.078125 Penalty: 3681.793701
	Iteration 18Q: 3 clusters Score -146344.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -146350.812500 Penalty: 3681.793701
	Iteration 19Q: 3 clusters Score -146350.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -146355.687500 Penalty: 3681.793701
	Iteration 20F: 3 clusters Score -146355.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -146361.546875 Penalty: 3681.793701
	Iteration 21Q: 3 clusters Score -146361.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -146366.953125 Penalty: 3681.793701
	Iteration 22Q: 3 clusters Score -146367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -146373.671875 Penalty: 3681.793701
	Iteration 23Q: 3 clusters Score -146373.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -146377.390625 Penalty: 3681.793701
	Iteration 24Q: 3 clusters Score -146377.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -146379.250000 Penalty: 3681.793701
	Iteration 25Q: 3 clusters Score -146379.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -146379.937500 Penalty: 3681.793701
	Iteration 26Q: 3 clusters Score -146379.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -146380.390625 Penalty: 3681.793701
	Iteration 27Q: 3 clusters Score -146380.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -146380.390625 Penalty: 3681.793701
	Iteration 28F: 3 clusters Score -146380.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (182187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182187 members 
Entering Unmasked Estep 
Score: -20271624.000000 Penalty: 3003.971680
	Iteration 0F: 2 clusters Score -2.027162e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91230 members 
Mstep: Class 2 contains 90957 members 
Entering Unmasked Estep 
Score: -20157582.000000 Penalty: 6007.943359
	Iteration 0F: 3 clusters Score -2.015758e+07 nChanged 87589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94219 members 
Mstep: Class 2 contains 87968 members 
Entering Unmasked Estep 
Score: -20208022.000000 Penalty: 6007.943359
	Iteration 1F: 3 clusters Score -2.020802e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95688 members 
Mstep: Class 2 contains 86499 members 
Entering Unmasked Estep 
Score: -20208820.000000 Penalty: 6007.943359
	Iteration 2Q: 3 clusters Score -2.020882e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97843 members 
Mstep: Class 2 contains 84344 members 
Entering Unmasked Estep 
Score: -20209810.000000 Penalty: 6007.943359
	Iteration 3Q: 3 clusters Score -2.020981e+07 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101109 members 
Mstep: Class 2 contains 81078 members 
Entering Unmasked Estep 
Score: -20211216.000000 Penalty: 6007.943359
	Iteration 4Q: 3 clusters Score -2.021122e+07 nChanged 6052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105777 members 
Mstep: Class 2 contains 76410 members 
Entering Unmasked Estep 
Score: -20213458.000000 Penalty: 6007.943359
	Iteration 5Q: 3 clusters Score -2.021346e+07 nChanged 7609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112532 members 
Mstep: Class 2 contains 69655 members 
Entering Unmasked Estep 
Score: -20217104.000000 Penalty: 6007.943359
	Iteration 6Q: 3 clusters Score -2.02171e+07 nChanged 9888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121892 members 
Mstep: Class 2 contains 60295 members 
Entering Unmasked Estep 
Score: -20223230.000000 Penalty: 6007.943359
	Iteration 7F: 3 clusters Score -2.022323e+07 nChanged 12077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133717 members 
Mstep: Class 2 contains 48470 members 
Entering Unmasked Estep 
Score: -20231780.000000 Penalty: 6007.943359
	Iteration 8F: 3 clusters Score -2.023178e+07 nChanged 13362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146965 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -20243014.000000 Penalty: 6007.943359
	Iteration 9F: 3 clusters Score -2.024301e+07 nChanged 12357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159274 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -20253164.000000 Penalty: 6007.943359
	Iteration 10F: 3 clusters Score -2.025316e+07 nChanged 9128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168380 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -20259862.000000 Penalty: 6007.943359
	Iteration 11F: 3 clusters Score -2.025986e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173897 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -20263576.000000 Penalty: 6007.943359
	Iteration 12Q: 3 clusters Score -2.026358e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177211 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -20265894.000000 Penalty: 6007.943359
	Iteration 13Q: 3 clusters Score -2.026589e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178962 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -20267162.000000 Penalty: 6007.943359
	Iteration 14Q: 3 clusters Score -2.026716e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179882 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -20267786.000000 Penalty: 6007.943359
	Iteration 15Q: 3 clusters Score -2.026779e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180415 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -20268142.000000 Penalty: 6007.943359
	Iteration 16Q: 3 clusters Score -2.026814e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180728 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -20268386.000000 Penalty: 6007.943359
	Iteration 17Q: 3 clusters Score -2.026839e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180922 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -20268612.000000 Penalty: 6007.943359
	Iteration 18Q: 3 clusters Score -2.026861e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181045 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -20268718.000000 Penalty: 6007.943359
	Iteration 19Q: 3 clusters Score -2.026872e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181128 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -20268812.000000 Penalty: 6007.943359
	Iteration 20F: 3 clusters Score -2.026881e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181177 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -20268882.000000 Penalty: 6007.943359
	Iteration 21Q: 3 clusters Score -2.026888e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181224 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -20268926.000000 Penalty: 6007.943359
	Iteration 22Q: 3 clusters Score -2.026893e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181245 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -20268912.000000 Penalty: 6007.943359
	Iteration 23Q: 3 clusters Score -2.026891e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181262 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -20268948.000000 Penalty: 6007.943359
	Iteration 24Q: 3 clusters Score -2.026895e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181273 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -20268938.000000 Penalty: 6007.943359
	Iteration 25Q: 3 clusters Score -2.026894e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181283 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -20268994.000000 Penalty: 6007.943359
	Iteration 26Q: 3 clusters Score -2.026899e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181288 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -20269010.000000 Penalty: 6007.943359
	Iteration 27Q: 3 clusters Score -2.026901e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181299 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -20269024.000000 Penalty: 6007.943359
	Iteration 28Q: 3 clusters Score -2.026902e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181311 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -20269058.000000 Penalty: 6007.943359
	Iteration 29Q: 3 clusters Score -2.026906e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181319 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -20269040.000000 Penalty: 6007.943359
	Iteration 30Q: 3 clusters Score -2.026904e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181321 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -20269038.000000 Penalty: 6007.943359
	Iteration 31Q: 3 clusters Score -2.026904e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181327 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -20269036.000000 Penalty: 6007.943359
	Iteration 32Q: 3 clusters Score -2.026904e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181332 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -20269072.000000 Penalty: 6007.943359
	Iteration 33Q: 3 clusters Score -2.026907e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181340 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -20269072.000000 Penalty: 6007.943359
	Iteration 34Q: 3 clusters Score -2.026907e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181349 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -20269118.000000 Penalty: 6007.943359
	Iteration 35Q: 3 clusters Score -2.026912e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181359 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -20269112.000000 Penalty: 6007.943359
	Iteration 36Q: 3 clusters Score -2.026911e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181369 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -20269098.000000 Penalty: 6007.943359
	Iteration 37Q: 3 clusters Score -2.02691e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181371 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -20269104.000000 Penalty: 6007.943359
	Iteration 38Q: 3 clusters Score -2.02691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181373 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -20269098.000000 Penalty: 6007.943359
	Iteration 39Q: 3 clusters Score -2.02691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181376 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -20269114.000000 Penalty: 6007.943359
	Iteration 40F: 3 clusters Score -2.026911e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181380 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -20269100.000000 Penalty: 6007.943359
	Iteration 41Q: 3 clusters Score -2.02691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181382 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -20269084.000000 Penalty: 6007.943359
	Iteration 42Q: 3 clusters Score -2.026908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181379 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -20269096.000000 Penalty: 6007.943359
	Iteration 43Q: 3 clusters Score -2.02691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181381 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -20269112.000000 Penalty: 6007.943359
	Iteration 44Q: 3 clusters Score -2.026911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181383 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -20269102.000000 Penalty: 6007.943359
	Iteration 45Q: 3 clusters Score -2.02691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181385 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -20269116.000000 Penalty: 6007.943359
	Iteration 46Q: 3 clusters Score -2.026912e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181384 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -20269108.000000 Penalty: 6007.943359
	Iteration 47Q: 3 clusters Score -2.026911e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181384 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -20269108.000000 Penalty: 6007.943359
	Iteration 48F: 3 clusters Score -2.026911e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Entering Unmasked Estep 
Score: -1405783.500000 Penalty: 2343.694336
	Iteration 0F: 2 clusters Score -1405784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1396390.000000 Penalty: 4687.388672
	Iteration 0F: 3 clusters Score -1396390 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1399180.375000 Penalty: 4687.388672
	Iteration 1F: 3 clusters Score -1399180 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1399503.500000 Penalty: 4687.388672
	Iteration 2F: 3 clusters Score -1399504 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1399729.375000 Penalty: 4687.388672
	Iteration 3Q: 3 clusters Score -1399729 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1399899.750000 Penalty: 4687.388672
	Iteration 4Q: 3 clusters Score -1399900 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1400046.125000 Penalty: 4687.388672
	Iteration 5Q: 3 clusters Score -1400046 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1400181.250000 Penalty: 4687.388672
	Iteration 6Q: 3 clusters Score -1400181 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1400304.750000 Penalty: 4687.388672
	Iteration 7Q: 3 clusters Score -1400305 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1400430.875000 Penalty: 4687.388672
	Iteration 8Q: 3 clusters Score -1400431 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1400586.625000 Penalty: 4687.388672
	Iteration 9Q: 3 clusters Score -1400587 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1400760.250000 Penalty: 4687.388672
	Iteration 10Q: 3 clusters Score -1400760 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1400975.875000 Penalty: 4687.388672
	Iteration 11Q: 3 clusters Score -1400976 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1401251.625000 Penalty: 4687.388672
	Iteration 12Q: 3 clusters Score -1401252 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1401551.375000 Penalty: 4687.388672
	Iteration 13Q: 3 clusters Score -1401551 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1401879.750000 Penalty: 4687.388672
	Iteration 14Q: 3 clusters Score -1401880 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1402182.125000 Penalty: 4687.388672
	Iteration 15Q: 3 clusters Score -1402182 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1402460.000000 Penalty: 4687.388672
	Iteration 16Q: 3 clusters Score -1402460 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1402679.000000 Penalty: 4687.388672
	Iteration 17Q: 3 clusters Score -1402679 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1402849.125000 Penalty: 4687.388672
	Iteration 18Q: 3 clusters Score -1402849 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1402977.375000 Penalty: 4687.388672
	Iteration 19Q: 3 clusters Score -1402977 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1403079.250000 Penalty: 4687.388672
	Iteration 20F: 3 clusters Score -1403079 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1403163.875000 Penalty: 4687.388672
	Iteration 21Q: 3 clusters Score -1403164 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1403241.875000 Penalty: 4687.388672
	Iteration 22Q: 3 clusters Score -1403242 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1403306.125000 Penalty: 4687.388672
	Iteration 23Q: 3 clusters Score -1403306 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1403351.625000 Penalty: 4687.388672
	Iteration 24Q: 3 clusters Score -1403352 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1403398.125000 Penalty: 4687.388672
	Iteration 25Q: 3 clusters Score -1403398 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1403439.500000 Penalty: 4687.388672
	Iteration 26Q: 3 clusters Score -1403440 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1403464.750000 Penalty: 4687.388672
	Iteration 27Q: 3 clusters Score -1403465 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1403500.750000 Penalty: 4687.388672
	Iteration 28Q: 3 clusters Score -1403501 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1403526.000000 Penalty: 4687.388672
	Iteration 29Q: 3 clusters Score -1403526 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1403542.125000 Penalty: 4687.388672
	Iteration 30Q: 3 clusters Score -1403542 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1403558.375000 Penalty: 4687.388672
	Iteration 31Q: 3 clusters Score -1403558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1403578.375000 Penalty: 4687.388672
	Iteration 32Q: 3 clusters Score -1403578 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1403597.875000 Penalty: 4687.388672
	Iteration 33Q: 3 clusters Score -1403598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1403616.375000 Penalty: 4687.388672
	Iteration 34Q: 3 clusters Score -1403616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1403625.750000 Penalty: 4687.388672
	Iteration 35Q: 3 clusters Score -1403626 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1403649.500000 Penalty: 4687.388672
	Iteration 36Q: 3 clusters Score -1403650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1403663.875000 Penalty: 4687.388672
	Iteration 37Q: 3 clusters Score -1403664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1403677.375000 Penalty: 4687.388672
	Iteration 38Q: 3 clusters Score -1403677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1403689.000000 Penalty: 4687.388672
	Iteration 39Q: 3 clusters Score -1403689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1403699.000000 Penalty: 4687.388672
	Iteration 40F: 3 clusters Score -1403699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1403705.750000 Penalty: 4687.388672
	Iteration 41Q: 3 clusters Score -1403706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1403714.250000 Penalty: 4687.388672
	Iteration 42Q: 3 clusters Score -1403714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1403715.750000 Penalty: 4687.388672
	Iteration 43Q: 3 clusters Score -1403716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1403718.250000 Penalty: 4687.388672
	Iteration 44Q: 3 clusters Score -1403718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1403720.000000 Penalty: 4687.388672
	Iteration 45Q: 3 clusters Score -1403720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1403721.125000 Penalty: 4687.388672
	Iteration 46Q: 3 clusters Score -1403721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1403719.625000 Penalty: 4687.388672
	Iteration 47Q: 3 clusters Score -1403720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1403719.625000 Penalty: 4687.388672
	Iteration 48F: 3 clusters Score -1403720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (59752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59752 members 
Entering Unmasked Estep 
Score: -6255633.500000 Penalty: 2727.493652
	Iteration 0F: 2 clusters Score -6255634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -6215511.000000 Penalty: 5454.987305
	Iteration 0F: 3 clusters Score -6215511 nChanged 27736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31623 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -6231340.500000 Penalty: 5454.987305
	Iteration 1F: 3 clusters Score -6231340 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -6232016.000000 Penalty: 5454.987305
	Iteration 2Q: 3 clusters Score -6232016 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33878 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -6232827.500000 Penalty: 5454.987305
	Iteration 3Q: 3 clusters Score -6232828 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -6233854.500000 Penalty: 5454.987305
	Iteration 4Q: 3 clusters Score -6233854 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38343 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -6235375.000000 Penalty: 5454.987305
	Iteration 5F: 3 clusters Score -6235375 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41804 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -6237731.000000 Penalty: 5454.987305
	Iteration 6F: 3 clusters Score -6237731 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45967 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -6241075.500000 Penalty: 5454.987305
	Iteration 7F: 3 clusters Score -6241076 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50167 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -6244876.500000 Penalty: 5454.987305
	Iteration 8F: 3 clusters Score -6244876 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53706 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -6248230.500000 Penalty: 5454.987305
	Iteration 9F: 3 clusters Score -6248230 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56160 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -6250478.000000 Penalty: 5454.987305
	Iteration 10Q: 3 clusters Score -6250478 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57545 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -6251750.000000 Penalty: 5454.987305
	Iteration 11Q: 3 clusters Score -6251750 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58296 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -6252447.000000 Penalty: 5454.987305
	Iteration 12Q: 3 clusters Score -6252447 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58690 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -6252792.500000 Penalty: 5454.987305
	Iteration 13Q: 3 clusters Score -6252792 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58893 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -6252973.500000 Penalty: 5454.987305
	Iteration 14Q: 3 clusters Score -6252974 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59012 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -6253104.500000 Penalty: 5454.987305
	Iteration 15Q: 3 clusters Score -6253104 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59081 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -6253158.500000 Penalty: 5454.987305
	Iteration 16Q: 3 clusters Score -6253158 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59120 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -6253202.500000 Penalty: 5454.987305
	Iteration 17Q: 3 clusters Score -6253202 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59142 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -6253225.500000 Penalty: 5454.987305
	Iteration 18Q: 3 clusters Score -6253226 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59159 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -6253256.000000 Penalty: 5454.987305
	Iteration 19Q: 3 clusters Score -6253256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59173 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -6253265.500000 Penalty: 5454.987305
	Iteration 20F: 3 clusters Score -6253266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59184 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -6253272.000000 Penalty: 5454.987305
	Iteration 21Q: 3 clusters Score -6253272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59190 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -6253269.500000 Penalty: 5454.987305
	Iteration 22Q: 3 clusters Score -6253270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59197 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -6253278.500000 Penalty: 5454.987305
	Iteration 23Q: 3 clusters Score -6253278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59203 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -6253290.500000 Penalty: 5454.987305
	Iteration 24Q: 3 clusters Score -6253290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59208 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -6253289.500000 Penalty: 5454.987305
	Iteration 25Q: 3 clusters Score -6253290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59214 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -6253297.500000 Penalty: 5454.987305
	Iteration 26Q: 3 clusters Score -6253298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59216 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -6253301.500000 Penalty: 5454.987305
	Iteration 27Q: 3 clusters Score -6253302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59219 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -6253316.000000 Penalty: 5454.987305
	Iteration 28Q: 3 clusters Score -6253316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59222 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -6253319.500000 Penalty: 5454.987305
	Iteration 29Q: 3 clusters Score -6253320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59226 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -6253318.500000 Penalty: 5454.987305
	Iteration 30Q: 3 clusters Score -6253318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59233 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -6253319.000000 Penalty: 5454.987305
	Iteration 31Q: 3 clusters Score -6253319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59234 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6253322.500000 Penalty: 5454.987305
	Iteration 32Q: 3 clusters Score -6253322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59234 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6253329.000000 Penalty: 5454.987305
	Iteration 33Q: 3 clusters Score -6253329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59238 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -6253338.000000 Penalty: 5454.987305
	Iteration 34Q: 3 clusters Score -6253338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59242 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -6253353.000000 Penalty: 5454.987305
	Iteration 35Q: 3 clusters Score -6253353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59241 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6253348.500000 Penalty: 5454.987305
	Iteration 36Q: 3 clusters Score -6253348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59242 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -6253342.000000 Penalty: 5454.987305
	Iteration 37Q: 3 clusters Score -6253342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59244 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -6253348.000000 Penalty: 5454.987305
	Iteration 38Q: 3 clusters Score -6253348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59244 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -6253348.000000 Penalty: 5454.987305
	Iteration 39F: 3 clusters Score -6253348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Entering Unmasked Estep 
Score: -292805.968750 Penalty: 1954.907715
	Iteration 0F: 2 clusters Score -292806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -289749.500000 Penalty: 3909.815430
	Iteration 0F: 3 clusters Score -289749.5 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -290279.843750 Penalty: 3909.815430
	Iteration 1F: 3 clusters Score -290279.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -290439.062500 Penalty: 3909.815430
	Iteration 2F: 3 clusters Score -290439.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -290538.875000 Penalty: 3909.815430
	Iteration 3F: 3 clusters Score -290538.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -290611.000000 Penalty: 3909.815430
	Iteration 4Q: 3 clusters Score -290611 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -290655.187500 Penalty: 3909.815430
	Iteration 5Q: 3 clusters Score -290655.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -290684.187500 Penalty: 3909.815430
	Iteration 6Q: 3 clusters Score -290684.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -290706.125000 Penalty: 3909.815430
	Iteration 7Q: 3 clusters Score -290706.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -290721.937500 Penalty: 3909.815430
	Iteration 8Q: 3 clusters Score -290721.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -290744.250000 Penalty: 3909.815430
	Iteration 9Q: 3 clusters Score -290744.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -290768.281250 Penalty: 3909.815430
	Iteration 10Q: 3 clusters Score -290768.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -290787.500000 Penalty: 3909.815430
	Iteration 11Q: 3 clusters Score -290787.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -290808.000000 Penalty: 3909.815430
	Iteration 12Q: 3 clusters Score -290808 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -290821.468750 Penalty: 3909.815430
	Iteration 13Q: 3 clusters Score -290821.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -290835.343750 Penalty: 3909.815430
	Iteration 14Q: 3 clusters Score -290835.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -290846.375000 Penalty: 3909.815430
	Iteration 15Q: 3 clusters Score -290846.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -290853.437500 Penalty: 3909.815430
	Iteration 16Q: 3 clusters Score -290853.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -290863.875000 Penalty: 3909.815430
	Iteration 17Q: 3 clusters Score -290863.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -290873.093750 Penalty: 3909.815430
	Iteration 18Q: 3 clusters Score -290873.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -290883.250000 Penalty: 3909.815430
	Iteration 19Q: 3 clusters Score -290883.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -290892.000000 Penalty: 3909.815430
	Iteration 20F: 3 clusters Score -290892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -290898.218750 Penalty: 3909.815430
	Iteration 21Q: 3 clusters Score -290898.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -290902.875000 Penalty: 3909.815430
	Iteration 22Q: 3 clusters Score -290902.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -290907.312500 Penalty: 3909.815430
	Iteration 23Q: 3 clusters Score -290907.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -290911.437500 Penalty: 3909.815430
	Iteration 24Q: 3 clusters Score -290911.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -290916.750000 Penalty: 3909.815430
	Iteration 25Q: 3 clusters Score -290916.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -290922.312500 Penalty: 3909.815430
	Iteration 26Q: 3 clusters Score -290922.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -290928.781250 Penalty: 3909.815430
	Iteration 27Q: 3 clusters Score -290928.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -290932.843750 Penalty: 3909.815430
	Iteration 28Q: 3 clusters Score -290932.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -290940.593750 Penalty: 3909.815430
	Iteration 29Q: 3 clusters Score -290940.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -290954.906250 Penalty: 3909.815430
	Iteration 30Q: 3 clusters Score -290954.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -290966.218750 Penalty: 3909.815430
	Iteration 31Q: 3 clusters Score -290966.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -290973.031250 Penalty: 3909.815430
	Iteration 32Q: 3 clusters Score -290973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -290979.281250 Penalty: 3909.815430
	Iteration 33Q: 3 clusters Score -290979.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -290984.812500 Penalty: 3909.815430
	Iteration 34Q: 3 clusters Score -290984.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -290990.968750 Penalty: 3909.815430
	Iteration 35Q: 3 clusters Score -290991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -290998.218750 Penalty: 3909.815430
	Iteration 36Q: 3 clusters Score -290998.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -291005.718750 Penalty: 3909.815430
	Iteration 37Q: 3 clusters Score -291005.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -291012.031250 Penalty: 3909.815430
	Iteration 38Q: 3 clusters Score -291012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -291018.625000 Penalty: 3909.815430
	Iteration 39Q: 3 clusters Score -291018.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -291024.500000 Penalty: 3909.815430
	Iteration 40F: 3 clusters Score -291024.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -291029.781250 Penalty: 3909.815430
	Iteration 41Q: 3 clusters Score -291029.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -291036.000000 Penalty: 3909.815430
	Iteration 42Q: 3 clusters Score -291036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -291040.343750 Penalty: 3909.815430
	Iteration 43Q: 3 clusters Score -291040.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -291048.750000 Penalty: 3909.815430
	Iteration 44Q: 3 clusters Score -291048.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -291056.468750 Penalty: 3909.815430
	Iteration 45Q: 3 clusters Score -291056.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -291064.312500 Penalty: 3909.815430
	Iteration 46Q: 3 clusters Score -291064.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -291073.531250 Penalty: 3909.815430
	Iteration 47Q: 3 clusters Score -291073.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -291081.937500 Penalty: 3909.815430
	Iteration 48Q: 3 clusters Score -291081.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -291087.093750 Penalty: 3909.815430
	Iteration 49Q: 3 clusters Score -291087.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -291089.468750 Penalty: 3909.815430
	Iteration 50Q: 3 clusters Score -291089.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -291094.062500 Penalty: 3909.815430
	Iteration 51Q: 3 clusters Score -291094.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -291100.937500 Penalty: 3909.815430
	Iteration 52Q: 3 clusters Score -291100.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -291109.031250 Penalty: 3909.815430
	Iteration 53Q: 3 clusters Score -291109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -291114.968750 Penalty: 3909.815430
	Iteration 54Q: 3 clusters Score -291115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -291121.687500 Penalty: 3909.815430
	Iteration 55Q: 3 clusters Score -291121.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -291126.875000 Penalty: 3909.815430
	Iteration 56Q: 3 clusters Score -291126.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -291131.031250 Penalty: 3909.815430
	Iteration 57Q: 3 clusters Score -291131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -291132.875000 Penalty: 3909.815430
	Iteration 58Q: 3 clusters Score -291132.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -291136.250000 Penalty: 3909.815430
	Iteration 59Q: 3 clusters Score -291136.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -291137.531250 Penalty: 3909.815430
	Iteration 60F: 3 clusters Score -291137.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -291140.031250 Penalty: 3909.815430
	Iteration 61Q: 3 clusters Score -291140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -291144.562500 Penalty: 3909.815430
	Iteration 62Q: 3 clusters Score -291144.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -291146.906250 Penalty: 3909.815430
	Iteration 63Q: 3 clusters Score -291146.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -291149.687500 Penalty: 3909.815430
	Iteration 64Q: 3 clusters Score -291149.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -291155.406250 Penalty: 3909.815430
	Iteration 65Q: 3 clusters Score -291155.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -291158.250000 Penalty: 3909.815430
	Iteration 66Q: 3 clusters Score -291158.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -291159.968750 Penalty: 3909.815430
	Iteration 67Q: 3 clusters Score -291160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -291159.968750 Penalty: 3909.815430
	Iteration 68F: 3 clusters Score -291160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Entering Unmasked Estep 
Score: -622949.375000 Penalty: 2148.772705
	Iteration 0F: 2 clusters Score -622949.4 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 2865 members 
Entering Unmasked Estep 
Score: -617979.937500 Penalty: 4297.545410
	Iteration 0F: 3 clusters Score -617979.9 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -619386.625000 Penalty: 4297.545410
	Iteration 1F: 3 clusters Score -619386.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -619804.437500 Penalty: 4297.545410
	Iteration 2F: 3 clusters Score -619804.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -620253.875000 Penalty: 4297.545410
	Iteration 3F: 3 clusters Score -620253.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -620703.687500 Penalty: 4297.545410
	Iteration 4F: 3 clusters Score -620703.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -621036.687500 Penalty: 4297.545410
	Iteration 5F: 3 clusters Score -621036.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -621239.750000 Penalty: 4297.545410
	Iteration 6Q: 3 clusters Score -621239.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -621385.375000 Penalty: 4297.545410
	Iteration 7Q: 3 clusters Score -621385.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -621506.750000 Penalty: 4297.545410
	Iteration 8Q: 3 clusters Score -621506.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -621640.000000 Penalty: 4297.545410
	Iteration 9Q: 3 clusters Score -621640 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -621825.500000 Penalty: 4297.545410
	Iteration 10Q: 3 clusters Score -621825.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -622165.500000 Penalty: 4297.545410
	Iteration 11Q: 3 clusters Score -622165.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -622638.375000 Penalty: 4297.545410
	Iteration 12Q: 3 clusters Score -622638.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -622850.125000 Penalty: 4297.545410
	Iteration 13Q: 3 clusters Score -622850.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -622916.125000 Penalty: 4297.545410
	Iteration 14Q: 3 clusters Score -622916.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -622960.375000 Penalty: 4297.545410
	Iteration 15Q: 3 clusters Score -622960.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -623003.625000 Penalty: 4297.545410
	Iteration 16Q: 3 clusters Score -623003.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -623031.875000 Penalty: 4297.545410
	Iteration 17Q: 3 clusters Score -623031.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -623057.750000 Penalty: 4297.545410
	Iteration 18Q: 3 clusters Score -623057.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -623087.062500 Penalty: 4297.545410
	Iteration 19Q: 3 clusters Score -623087.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -623107.437500 Penalty: 4297.545410
	Iteration 20F: 3 clusters Score -623107.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -623122.500000 Penalty: 4297.545410
	Iteration 21Q: 3 clusters Score -623122.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -623131.062500 Penalty: 4297.545410
	Iteration 22Q: 3 clusters Score -623131.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -623139.250000 Penalty: 4297.545410
	Iteration 23Q: 3 clusters Score -623139.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -623144.875000 Penalty: 4297.545410
	Iteration 24Q: 3 clusters Score -623144.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -623147.625000 Penalty: 4297.545410
	Iteration 25Q: 3 clusters Score -623147.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -623151.250000 Penalty: 4297.545410
	Iteration 26Q: 3 clusters Score -623151.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -623152.250000 Penalty: 4297.545410
	Iteration 27Q: 3 clusters Score -623152.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -623154.750000 Penalty: 4297.545410
	Iteration 28Q: 3 clusters Score -623154.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -623157.000000 Penalty: 4297.545410
	Iteration 29Q: 3 clusters Score -623157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -623160.625000 Penalty: 4297.545410
	Iteration 30Q: 3 clusters Score -623160.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -623165.000000 Penalty: 4297.545410
	Iteration 31Q: 3 clusters Score -623165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -623167.562500 Penalty: 4297.545410
	Iteration 32Q: 3 clusters Score -623167.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -623169.125000 Penalty: 4297.545410
	Iteration 33Q: 3 clusters Score -623169.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -623171.750000 Penalty: 4297.545410
	Iteration 34Q: 3 clusters Score -623171.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -623173.500000 Penalty: 4297.545410
	Iteration 35Q: 3 clusters Score -623173.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -623176.625000 Penalty: 4297.545410
	Iteration 36Q: 3 clusters Score -623176.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -623179.562500 Penalty: 4297.545410
	Iteration 37Q: 3 clusters Score -623179.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -623181.812500 Penalty: 4297.545410
	Iteration 38Q: 3 clusters Score -623181.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -623181.812500 Penalty: 4297.545410
	Iteration 39F: 3 clusters Score -623181.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156969 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 11937 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24800 members 
Mstep: Class 6 contains 72586 members 
Mstep: Class 7 contains 11894 members 
Mstep: Class 8 contains 1674 members 
Mstep: Class 9 contains 182187 members 
Mstep: Class 10 contains 12713 members 
Mstep: Class 11 contains 59752 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 3634 members 
Mstep: Class 14 contains 44206 members 
Mstep: Class 15 contains 12256 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25184 members 
Mstep: Class 18 contains 103782 members 
Mstep: Class 19 contains 3038 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 39030 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9005 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 14329 members 
Mstep: Class 29 contains 22830 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 13403 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67875 members 
Mstep: Class 34 contains 26202 members 
Mstep: Class 35 contains 15213 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18911 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14001 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18830 members 
Mstep: Class 48 contains 3613 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33333 members 
Mstep: Class 52 contains 7836 members 
Mstep: Class 53 contains 2159 members 
Entering Unmasked Estep 
Score: -115181000.000000 Penalty: 182896.359375
Splitting cluster 13 changes total score from -115181960.000000 to -115181000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (44206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44206 members 
Entering Unmasked Estep 
Score: -4539804.500000 Penalty: 2652.760742
	Iteration 0F: 2 clusters Score -4539804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -4509844.000000 Penalty: 5305.521484
	Iteration 0F: 3 clusters Score -4509844 nChanged 20290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -4521303.500000 Penalty: 5305.521484
	Iteration 1F: 3 clusters Score -4521304 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -4521939.500000 Penalty: 5305.521484
	Iteration 2Q: 3 clusters Score -4521940 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -4522554.500000 Penalty: 5305.521484
	Iteration 3Q: 3 clusters Score -4522554 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -4523159.000000 Penalty: 5305.521484
	Iteration 4Q: 3 clusters Score -4523159 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -4523835.000000 Penalty: 5305.521484
	Iteration 5Q: 3 clusters Score -4523835 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -4524736.500000 Penalty: 5305.521484
	Iteration 6Q: 3 clusters Score -4524736 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -4525942.500000 Penalty: 5305.521484
	Iteration 7Q: 3 clusters Score -4525942 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -4527292.500000 Penalty: 5305.521484
	Iteration 8F: 3 clusters Score -4527292 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -4528941.000000 Penalty: 5305.521484
	Iteration 9F: 3 clusters Score -4528941 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -4530651.500000 Penalty: 5305.521484
	Iteration 10F: 3 clusters Score -4530652 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -4532241.000000 Penalty: 5305.521484
	Iteration 11F: 3 clusters Score -4532241 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 30054 members 
Entering Unmasked Estep 
Score: -4533413.500000 Penalty: 5305.521484
	Iteration 12Q: 3 clusters Score -4533414 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -4534195.000000 Penalty: 5305.521484
	Iteration 13Q: 3 clusters Score -4534195 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -4534704.500000 Penalty: 5305.521484
	Iteration 14Q: 3 clusters Score -4534704 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -4535170.500000 Penalty: 5305.521484
	Iteration 15Q: 3 clusters Score -4535170 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
Score: -4535519.500000 Penalty: 5305.521484
	Iteration 16Q: 3 clusters Score -4535520 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -4535869.500000 Penalty: 5305.521484
	Iteration 17Q: 3 clusters Score -4535870 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -4536159.000000 Penalty: 5305.521484
	Iteration 18Q: 3 clusters Score -4536159 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -4536402.500000 Penalty: 5305.521484
	Iteration 19Q: 3 clusters Score -4536402 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -4536668.000000 Penalty: 5305.521484
	Iteration 20F: 3 clusters Score -4536668 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -4536885.000000 Penalty: 5305.521484
	Iteration 21Q: 3 clusters Score -4536885 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 37057 members 
Entering Unmasked Estep 
Score: -4537106.000000 Penalty: 5305.521484
	Iteration 22Q: 3 clusters Score -4537106 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
Score: -4537320.500000 Penalty: 5305.521484
	Iteration 23Q: 3 clusters Score -4537320 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -4537548.000000 Penalty: 5305.521484
	Iteration 24Q: 3 clusters Score -4537548 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -4537749.500000 Penalty: 5305.521484
	Iteration 25Q: 3 clusters Score -4537750 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 38789 members 
Entering Unmasked Estep 
Score: -4537948.500000 Penalty: 5305.521484
	Iteration 26Q: 3 clusters Score -4537948 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -4538048.500000 Penalty: 5305.521484
	Iteration 27Q: 3 clusters Score -4538048 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 39370 members 
Entering Unmasked Estep 
Score: -4538151.000000 Penalty: 5305.521484
	Iteration 28Q: 3 clusters Score -4538151 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
Score: -4538251.000000 Penalty: 5305.521484
	Iteration 29Q: 3 clusters Score -4538251 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -4538327.500000 Penalty: 5305.521484
	Iteration 30Q: 3 clusters Score -4538328 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
Score: -4538361.000000 Penalty: 5305.521484
	Iteration 31Q: 3 clusters Score -4538361 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -4538411.500000 Penalty: 5305.521484
	Iteration 32Q: 3 clusters Score -4538412 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -4538461.000000 Penalty: 5305.521484
	Iteration 33Q: 3 clusters Score -4538461 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -4538482.000000 Penalty: 5305.521484
	Iteration 34Q: 3 clusters Score -4538482 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -4538505.000000 Penalty: 5305.521484
	Iteration 35Q: 3 clusters Score -4538505 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 40626 members 
Entering Unmasked Estep 
Score: -4538509.500000 Penalty: 5305.521484
	Iteration 36Q: 3 clusters Score -4538510 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -4538533.500000 Penalty: 5305.521484
	Iteration 37Q: 3 clusters Score -4538534 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 40803 members 
Entering Unmasked Estep 
Score: -4538560.000000 Penalty: 5305.521484
	Iteration 38Q: 3 clusters Score -4538560 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 40900 members 
Entering Unmasked Estep 
Score: -4538580.500000 Penalty: 5305.521484
	Iteration 39Q: 3 clusters Score -4538580 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 40992 members 
Entering Unmasked Estep 
Score: -4538605.000000 Penalty: 5305.521484
	Iteration 40F: 3 clusters Score -4538605 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 41070 members 
Entering Unmasked Estep 
Score: -4538625.000000 Penalty: 5305.521484
	Iteration 41Q: 3 clusters Score -4538625 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 41135 members 
Entering Unmasked Estep 
Score: -4538649.000000 Penalty: 5305.521484
	Iteration 42Q: 3 clusters Score -4538649 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 41184 members 
Entering Unmasked Estep 
Score: -4538651.000000 Penalty: 5305.521484
	Iteration 43Q: 3 clusters Score -4538651 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 41226 members 
Entering Unmasked Estep 
Score: -4538658.500000 Penalty: 5305.521484
	Iteration 44Q: 3 clusters Score -4538658 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 41251 members 
Entering Unmasked Estep 
Score: -4538671.000000 Penalty: 5305.521484
	Iteration 45Q: 3 clusters Score -4538671 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 41274 members 
Entering Unmasked Estep 
Score: -4538664.500000 Penalty: 5305.521484
	Iteration 46Q: 3 clusters Score -4538664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -4538679.500000 Penalty: 5305.521484
	Iteration 47Q: 3 clusters Score -4538680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 41309 members 
Entering Unmasked Estep 
Score: -4538679.500000 Penalty: 5305.521484
	Iteration 48Q: 3 clusters Score -4538680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -4538678.000000 Penalty: 5305.521484
	Iteration 49Q: 3 clusters Score -4538678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 41332 members 
Entering Unmasked Estep 
Score: -4538675.000000 Penalty: 5305.521484
	Iteration 50Q: 3 clusters Score -4538675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 41345 members 
Entering Unmasked Estep 
Score: -4538679.000000 Penalty: 5305.521484
	Iteration 51Q: 3 clusters Score -4538679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 41355 members 
Entering Unmasked Estep 
Score: -4538671.500000 Penalty: 5305.521484
	Iteration 52Q: 3 clusters Score -4538672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
Score: -4538671.500000 Penalty: 5305.521484
	Iteration 53Q: 3 clusters Score -4538672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 41370 members 
Entering Unmasked Estep 
Score: -4538673.500000 Penalty: 5305.521484
	Iteration 54Q: 3 clusters Score -4538674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 41379 members 
Entering Unmasked Estep 
Score: -4538675.500000 Penalty: 5305.521484
	Iteration 55Q: 3 clusters Score -4538676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 41387 members 
Entering Unmasked Estep 
Score: -4538688.000000 Penalty: 5305.521484
	Iteration 56Q: 3 clusters Score -4538688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 41392 members 
Entering Unmasked Estep 
Score: -4538681.500000 Penalty: 5305.521484
	Iteration 57Q: 3 clusters Score -4538682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 41395 members 
Entering Unmasked Estep 
Score: -4538680.500000 Penalty: 5305.521484
	Iteration 58Q: 3 clusters Score -4538680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 41397 members 
Entering Unmasked Estep 
Score: -4538681.000000 Penalty: 5305.521484
	Iteration 59Q: 3 clusters Score -4538681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
Score: -4538686.500000 Penalty: 5305.521484
	Iteration 60F: 3 clusters Score -4538686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -4538681.500000 Penalty: 5305.521484
	Iteration 61Q: 3 clusters Score -4538682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 41409 members 
Entering Unmasked Estep 
Score: -4538683.500000 Penalty: 5305.521484
	Iteration 62Q: 3 clusters Score -4538684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 41410 members 
Entering Unmasked Estep 
Score: -4538686.500000 Penalty: 5305.521484
	Iteration 63Q: 3 clusters Score -4538686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -4538685.000000 Penalty: 5305.521484
	Iteration 64Q: 3 clusters Score -4538685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -4538686.500000 Penalty: 5305.521484
	Iteration 65Q: 3 clusters Score -4538686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 41419 members 
Entering Unmasked Estep 
Score: -4538687.500000 Penalty: 5305.521484
	Iteration 66Q: 3 clusters Score -4538688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -4538690.000000 Penalty: 5305.521484
	Iteration 67Q: 3 clusters Score -4538690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -4538693.500000 Penalty: 5305.521484
	Iteration 68Q: 3 clusters Score -4538694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
Score: -4538687.500000 Penalty: 5305.521484
	Iteration 69Q: 3 clusters Score -4538688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -4538687.500000 Penalty: 5305.521484
	Iteration 70Q: 3 clusters Score -4538688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -4538687.500000 Penalty: 5305.521484
	Iteration 71F: 3 clusters Score -4538688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Entering Unmasked Estep 
Score: -1349609.750000 Penalty: 2334.615234
	Iteration 0F: 2 clusters Score -1349610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1340501.000000 Penalty: 4669.230469
	Iteration 0F: 3 clusters Score -1340501 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1343255.500000 Penalty: 4669.230469
	Iteration 1F: 3 clusters Score -1343256 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1343638.750000 Penalty: 4669.230469
	Iteration 2F: 3 clusters Score -1343639 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1343988.875000 Penalty: 4669.230469
	Iteration 3F: 3 clusters Score -1343989 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1344332.375000 Penalty: 4669.230469
	Iteration 4F: 3 clusters Score -1344332 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1344726.625000 Penalty: 4669.230469
	Iteration 5F: 3 clusters Score -1344727 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1345186.125000 Penalty: 4669.230469
	Iteration 6F: 3 clusters Score -1345186 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1345618.250000 Penalty: 4669.230469
	Iteration 7F: 3 clusters Score -1345618 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1345977.250000 Penalty: 4669.230469
	Iteration 8Q: 3 clusters Score -1345977 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1346261.375000 Penalty: 4669.230469
	Iteration 9Q: 3 clusters Score -1346261 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1346465.000000 Penalty: 4669.230469
	Iteration 10Q: 3 clusters Score -1346465 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1346602.625000 Penalty: 4669.230469
	Iteration 11Q: 3 clusters Score -1346603 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1346686.500000 Penalty: 4669.230469
	Iteration 12Q: 3 clusters Score -1346686 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1346766.250000 Penalty: 4669.230469
	Iteration 13Q: 3 clusters Score -1346766 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1346826.500000 Penalty: 4669.230469
	Iteration 14Q: 3 clusters Score -1346826 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1346871.000000 Penalty: 4669.230469
	Iteration 15Q: 3 clusters Score -1346871 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1346923.500000 Penalty: 4669.230469
	Iteration 16Q: 3 clusters Score -1346924 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1346980.625000 Penalty: 4669.230469
	Iteration 17Q: 3 clusters Score -1346981 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1347023.250000 Penalty: 4669.230469
	Iteration 18Q: 3 clusters Score -1347023 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1347063.625000 Penalty: 4669.230469
	Iteration 19Q: 3 clusters Score -1347064 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1347104.125000 Penalty: 4669.230469
	Iteration 20F: 3 clusters Score -1347104 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1347142.750000 Penalty: 4669.230469
	Iteration 21Q: 3 clusters Score -1347143 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1347168.000000 Penalty: 4669.230469
	Iteration 22Q: 3 clusters Score -1347168 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1347205.750000 Penalty: 4669.230469
	Iteration 23Q: 3 clusters Score -1347206 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1347229.000000 Penalty: 4669.230469
	Iteration 24Q: 3 clusters Score -1347229 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1347255.625000 Penalty: 4669.230469
	Iteration 25Q: 3 clusters Score -1347256 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1347271.750000 Penalty: 4669.230469
	Iteration 26Q: 3 clusters Score -1347272 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1347285.375000 Penalty: 4669.230469
	Iteration 27Q: 3 clusters Score -1347285 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1347295.875000 Penalty: 4669.230469
	Iteration 28Q: 3 clusters Score -1347296 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1347314.750000 Penalty: 4669.230469
	Iteration 29Q: 3 clusters Score -1347315 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1347340.000000 Penalty: 4669.230469
	Iteration 30Q: 3 clusters Score -1347340 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1347366.250000 Penalty: 4669.230469
	Iteration 31Q: 3 clusters Score -1347366 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1347389.250000 Penalty: 4669.230469
	Iteration 32Q: 3 clusters Score -1347389 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1347405.750000 Penalty: 4669.230469
	Iteration 33Q: 3 clusters Score -1347406 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1347416.125000 Penalty: 4669.230469
	Iteration 34Q: 3 clusters Score -1347416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1347428.875000 Penalty: 4669.230469
	Iteration 35Q: 3 clusters Score -1347429 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1347436.125000 Penalty: 4669.230469
	Iteration 36Q: 3 clusters Score -1347436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1347444.875000 Penalty: 4669.230469
	Iteration 37Q: 3 clusters Score -1347445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1347449.500000 Penalty: 4669.230469
	Iteration 38Q: 3 clusters Score -1347450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1347459.625000 Penalty: 4669.230469
	Iteration 39Q: 3 clusters Score -1347460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1347464.375000 Penalty: 4669.230469
	Iteration 40F: 3 clusters Score -1347464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1347470.500000 Penalty: 4669.230469
	Iteration 41Q: 3 clusters Score -1347470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1347477.625000 Penalty: 4669.230469
	Iteration 42Q: 3 clusters Score -1347478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1347480.875000 Penalty: 4669.230469
	Iteration 43Q: 3 clusters Score -1347481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1347486.125000 Penalty: 4669.230469
	Iteration 44Q: 3 clusters Score -1347486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1347489.250000 Penalty: 4669.230469
	Iteration 45Q: 3 clusters Score -1347489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1347496.500000 Penalty: 4669.230469
	Iteration 46Q: 3 clusters Score -1347496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1347506.125000 Penalty: 4669.230469
	Iteration 47Q: 3 clusters Score -1347506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1347509.625000 Penalty: 4669.230469
	Iteration 48Q: 3 clusters Score -1347510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1347511.250000 Penalty: 4669.230469
	Iteration 49Q: 3 clusters Score -1347511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1347516.750000 Penalty: 4669.230469
	Iteration 50Q: 3 clusters Score -1347517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1347518.500000 Penalty: 4669.230469
	Iteration 51Q: 3 clusters Score -1347518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1347520.500000 Penalty: 4669.230469
	Iteration 52Q: 3 clusters Score -1347520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1347521.000000 Penalty: 4669.230469
	Iteration 53Q: 3 clusters Score -1347521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1347521.125000 Penalty: 4669.230469
	Iteration 54Q: 3 clusters Score -1347521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1347524.250000 Penalty: 4669.230469
	Iteration 55Q: 3 clusters Score -1347524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1347527.000000 Penalty: 4669.230469
	Iteration 56Q: 3 clusters Score -1347527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1347530.500000 Penalty: 4669.230469
	Iteration 57Q: 3 clusters Score -1347530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1347531.000000 Penalty: 4669.230469
	Iteration 58Q: 3 clusters Score -1347531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1347535.500000 Penalty: 4669.230469
	Iteration 59Q: 3 clusters Score -1347536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1347535.375000 Penalty: 4669.230469
	Iteration 60F: 3 clusters Score -1347535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1347537.500000 Penalty: 4669.230469
	Iteration 61Q: 3 clusters Score -1347538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1347539.750000 Penalty: 4669.230469
	Iteration 62Q: 3 clusters Score -1347540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1347539.500000 Penalty: 4669.230469
	Iteration 63Q: 3 clusters Score -1347540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1347538.750000 Penalty: 4669.230469
	Iteration 64Q: 3 clusters Score -1347539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1347541.500000 Penalty: 4669.230469
	Iteration 65Q: 3 clusters Score -1347542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1347541.875000 Penalty: 4669.230469
	Iteration 66Q: 3 clusters Score -1347542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1347542.375000 Penalty: 4669.230469
	Iteration 67Q: 3 clusters Score -1347542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1347541.750000 Penalty: 4669.230469
	Iteration 68Q: 3 clusters Score -1347542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1347541.750000 Penalty: 4669.230469
	Iteration 69F: 3 clusters Score -1347542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Entering Unmasked Estep 
Score: -824951.937500 Penalty: 2213.907959
	Iteration 0F: 2 clusters Score -824951.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -818839.000000 Penalty: 4427.815918
	Iteration 0F: 3 clusters Score -818839 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -820592.000000 Penalty: 4427.815918
	Iteration 1F: 3 clusters Score -820592 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -820889.562500 Penalty: 4427.815918
	Iteration 2F: 3 clusters Score -820889.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -821089.125000 Penalty: 4427.815918
	Iteration 3F: 3 clusters Score -821089.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -821229.437500 Penalty: 4427.815918
	Iteration 4Q: 3 clusters Score -821229.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -821346.375000 Penalty: 4427.815918
	Iteration 5Q: 3 clusters Score -821346.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -821442.375000 Penalty: 4427.815918
	Iteration 6Q: 3 clusters Score -821442.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -821541.687500 Penalty: 4427.815918
	Iteration 7Q: 3 clusters Score -821541.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -821639.312500 Penalty: 4427.815918
	Iteration 8Q: 3 clusters Score -821639.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -821730.562500 Penalty: 4427.815918
	Iteration 9Q: 3 clusters Score -821730.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -821848.812500 Penalty: 4427.815918
	Iteration 10Q: 3 clusters Score -821848.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -821984.500000 Penalty: 4427.815918
	Iteration 11Q: 3 clusters Score -821984.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -822131.812500 Penalty: 4427.815918
	Iteration 12Q: 3 clusters Score -822131.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -822313.812500 Penalty: 4427.815918
	Iteration 13Q: 3 clusters Score -822313.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -822519.562500 Penalty: 4427.815918
	Iteration 14Q: 3 clusters Score -822519.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -822739.687500 Penalty: 4427.815918
	Iteration 15Q: 3 clusters Score -822739.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -822994.125000 Penalty: 4427.815918
	Iteration 16Q: 3 clusters Score -822994.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -823250.187500 Penalty: 4427.815918
	Iteration 17Q: 3 clusters Score -823250.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -823451.312500 Penalty: 4427.815918
	Iteration 18Q: 3 clusters Score -823451.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -823568.687500 Penalty: 4427.815918
	Iteration 19Q: 3 clusters Score -823568.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -823635.000000 Penalty: 4427.815918
	Iteration 20F: 3 clusters Score -823635 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -823692.562500 Penalty: 4427.815918
	Iteration 21Q: 3 clusters Score -823692.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -823730.125000 Penalty: 4427.815918
	Iteration 22Q: 3 clusters Score -823730.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -823762.187500 Penalty: 4427.815918
	Iteration 23Q: 3 clusters Score -823762.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -823807.062500 Penalty: 4427.815918
	Iteration 24Q: 3 clusters Score -823807.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -823889.187500 Penalty: 4427.815918
	Iteration 25Q: 3 clusters Score -823889.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -824029.625000 Penalty: 4427.815918
	Iteration 26Q: 3 clusters Score -824029.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -824198.062500 Penalty: 4427.815918
	Iteration 27Q: 3 clusters Score -824198.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -824267.062500 Penalty: 4427.815918
	Iteration 28Q: 3 clusters Score -824267.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -824296.625000 Penalty: 4427.815918
	Iteration 29Q: 3 clusters Score -824296.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -824315.375000 Penalty: 4427.815918
	Iteration 30Q: 3 clusters Score -824315.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -824323.437500 Penalty: 4427.815918
	Iteration 31Q: 3 clusters Score -824323.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -824327.750000 Penalty: 4427.815918
	Iteration 32Q: 3 clusters Score -824327.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -824331.000000 Penalty: 4427.815918
	Iteration 33Q: 3 clusters Score -824331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -824334.625000 Penalty: 4427.815918
	Iteration 34Q: 3 clusters Score -824334.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -824335.375000 Penalty: 4427.815918
	Iteration 35Q: 3 clusters Score -824335.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -824336.375000 Penalty: 4427.815918
	Iteration 36Q: 3 clusters Score -824336.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -824335.250000 Penalty: 4427.815918
	Iteration 37Q: 3 clusters Score -824335.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -824337.062500 Penalty: 4427.815918
	Iteration 38Q: 3 clusters Score -824337.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -824339.187500 Penalty: 4427.815918
	Iteration 39Q: 3 clusters Score -824339.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -824338.625000 Penalty: 4427.815918
	Iteration 40F: 3 clusters Score -824338.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -824340.875000 Penalty: 4427.815918
	Iteration 41Q: 3 clusters Score -824340.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -824339.875000 Penalty: 4427.815918
	Iteration 42Q: 3 clusters Score -824339.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -824342.500000 Penalty: 4427.815918
	Iteration 43Q: 3 clusters Score -824342.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -824344.562500 Penalty: 4427.815918
	Iteration 44Q: 3 clusters Score -824344.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -824347.937500 Penalty: 4427.815918
	Iteration 45Q: 3 clusters Score -824347.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -824346.875000 Penalty: 4427.815918
	Iteration 46Q: 3 clusters Score -824346.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -824346.437500 Penalty: 4427.815918
	Iteration 47Q: 3 clusters Score -824346.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -824347.187500 Penalty: 4427.815918
	Iteration 48Q: 3 clusters Score -824347.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -824347.187500 Penalty: 4427.815918
	Iteration 49Q: 3 clusters Score -824347.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -824348.125000 Penalty: 4427.815918
	Iteration 50Q: 3 clusters Score -824348.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -824348.937500 Penalty: 4427.815918
	Iteration 51Q: 3 clusters Score -824348.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -824348.062500 Penalty: 4427.815918
	Iteration 52Q: 3 clusters Score -824348.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -824346.875000 Penalty: 4427.815918
	Iteration 53Q: 3 clusters Score -824346.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -824346.875000 Penalty: 4427.815918
	Iteration 54F: 3 clusters Score -824346.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Entering Unmasked Estep 
Score: -2594456.000000 Penalty: 2513.223145
	Iteration 0F: 2 clusters Score -2594456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -2576920.750000 Penalty: 5026.446289
	Iteration 0F: 3 clusters Score -2576921 nChanged 11334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -2583541.000000 Penalty: 5026.446289
	Iteration 1F: 3 clusters Score -2583541 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -2584243.250000 Penalty: 5026.446289
	Iteration 2F: 3 clusters Score -2584243 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -2584885.500000 Penalty: 5026.446289
	Iteration 3F: 3 clusters Score -2584886 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -2585567.000000 Penalty: 5026.446289
	Iteration 4F: 3 clusters Score -2585567 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -2586254.250000 Penalty: 5026.446289
	Iteration 5Q: 3 clusters Score -2586254 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -2586949.250000 Penalty: 5026.446289
	Iteration 6F: 3 clusters Score -2586949 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -2587561.500000 Penalty: 5026.446289
	Iteration 7Q: 3 clusters Score -2587562 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -2588039.750000 Penalty: 5026.446289
	Iteration 8Q: 3 clusters Score -2588040 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -2588473.750000 Penalty: 5026.446289
	Iteration 9Q: 3 clusters Score -2588474 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -2588849.250000 Penalty: 5026.446289
	Iteration 10Q: 3 clusters Score -2588849 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -2589130.750000 Penalty: 5026.446289
	Iteration 11Q: 3 clusters Score -2589131 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -2589376.000000 Penalty: 5026.446289
	Iteration 12Q: 3 clusters Score -2589376 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -2589598.250000 Penalty: 5026.446289
	Iteration 13Q: 3 clusters Score -2589598 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -2589741.500000 Penalty: 5026.446289
	Iteration 14Q: 3 clusters Score -2589742 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -2589867.250000 Penalty: 5026.446289
	Iteration 15Q: 3 clusters Score -2589867 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -2589976.000000 Penalty: 5026.446289
	Iteration 16Q: 3 clusters Score -2589976 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -2590073.750000 Penalty: 5026.446289
	Iteration 17Q: 3 clusters Score -2590074 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -2590154.250000 Penalty: 5026.446289
	Iteration 18Q: 3 clusters Score -2590154 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -2590244.000000 Penalty: 5026.446289
	Iteration 19Q: 3 clusters Score -2590244 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -2590342.000000 Penalty: 5026.446289
	Iteration 20F: 3 clusters Score -2590342 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -2590429.500000 Penalty: 5026.446289
	Iteration 21Q: 3 clusters Score -2590430 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -2590543.000000 Penalty: 5026.446289
	Iteration 22Q: 3 clusters Score -2590543 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -2590638.750000 Penalty: 5026.446289
	Iteration 23Q: 3 clusters Score -2590639 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -2590760.750000 Penalty: 5026.446289
	Iteration 24Q: 3 clusters Score -2590761 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -2590889.500000 Penalty: 5026.446289
	Iteration 25Q: 3 clusters Score -2590890 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -2591043.750000 Penalty: 5026.446289
	Iteration 26Q: 3 clusters Score -2591044 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -2591197.250000 Penalty: 5026.446289
	Iteration 27Q: 3 clusters Score -2591197 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -2591309.250000 Penalty: 5026.446289
	Iteration 28Q: 3 clusters Score -2591309 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -2591395.000000 Penalty: 5026.446289
	Iteration 29Q: 3 clusters Score -2591395 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -2591481.000000 Penalty: 5026.446289
	Iteration 30Q: 3 clusters Score -2591481 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -2591547.250000 Penalty: 5026.446289
	Iteration 31Q: 3 clusters Score -2591547 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -2591577.750000 Penalty: 5026.446289
	Iteration 32Q: 3 clusters Score -2591578 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -2591632.750000 Penalty: 5026.446289
	Iteration 33Q: 3 clusters Score -2591633 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -2591650.500000 Penalty: 5026.446289
	Iteration 34Q: 3 clusters Score -2591650 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -2591685.500000 Penalty: 5026.446289
	Iteration 35Q: 3 clusters Score -2591686 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -2591724.500000 Penalty: 5026.446289
	Iteration 36Q: 3 clusters Score -2591724 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -2591759.250000 Penalty: 5026.446289
	Iteration 37Q: 3 clusters Score -2591759 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -2591789.500000 Penalty: 5026.446289
	Iteration 38Q: 3 clusters Score -2591790 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -2591802.750000 Penalty: 5026.446289
	Iteration 39Q: 3 clusters Score -2591803 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -2591822.250000 Penalty: 5026.446289
	Iteration 40F: 3 clusters Score -2591822 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -2591848.000000 Penalty: 5026.446289
	Iteration 41Q: 3 clusters Score -2591848 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -2591867.250000 Penalty: 5026.446289
	Iteration 42Q: 3 clusters Score -2591867 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -2591882.250000 Penalty: 5026.446289
	Iteration 43Q: 3 clusters Score -2591882 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -2591899.000000 Penalty: 5026.446289
	Iteration 44Q: 3 clusters Score -2591899 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -2591914.000000 Penalty: 5026.446289
	Iteration 45Q: 3 clusters Score -2591914 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -2591933.000000 Penalty: 5026.446289
	Iteration 46Q: 3 clusters Score -2591933 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -2591970.500000 Penalty: 5026.446289
	Iteration 47Q: 3 clusters Score -2591970 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -2591988.000000 Penalty: 5026.446289
	Iteration 48Q: 3 clusters Score -2591988 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -2592004.000000 Penalty: 5026.446289
	Iteration 49Q: 3 clusters Score -2592004 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -2592038.000000 Penalty: 5026.446289
	Iteration 50Q: 3 clusters Score -2592038 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -2592079.750000 Penalty: 5026.446289
	Iteration 51Q: 3 clusters Score -2592080 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -2592123.750000 Penalty: 5026.446289
	Iteration 52Q: 3 clusters Score -2592124 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -2592140.750000 Penalty: 5026.446289
	Iteration 53Q: 3 clusters Score -2592141 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -2592171.000000 Penalty: 5026.446289
	Iteration 54Q: 3 clusters Score -2592171 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -2592199.750000 Penalty: 5026.446289
	Iteration 55Q: 3 clusters Score -2592200 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -2592228.000000 Penalty: 5026.446289
	Iteration 56Q: 3 clusters Score -2592228 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -2592254.000000 Penalty: 5026.446289
	Iteration 57Q: 3 clusters Score -2592254 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -2592266.750000 Penalty: 5026.446289
	Iteration 58Q: 3 clusters Score -2592267 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -2592293.500000 Penalty: 5026.446289
	Iteration 59Q: 3 clusters Score -2592294 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -2592322.000000 Penalty: 5026.446289
	Iteration 60F: 3 clusters Score -2592322 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -2592355.750000 Penalty: 5026.446289
	Iteration 61Q: 3 clusters Score -2592356 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -2592375.750000 Penalty: 5026.446289
	Iteration 62Q: 3 clusters Score -2592376 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -2592398.250000 Penalty: 5026.446289
	Iteration 63Q: 3 clusters Score -2592398 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -2592420.750000 Penalty: 5026.446289
	Iteration 64Q: 3 clusters Score -2592421 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -2592439.000000 Penalty: 5026.446289
	Iteration 65Q: 3 clusters Score -2592439 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -2592453.250000 Penalty: 5026.446289
	Iteration 66Q: 3 clusters Score -2592453 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -2592474.750000 Penalty: 5026.446289
	Iteration 67Q: 3 clusters Score -2592475 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -2592485.250000 Penalty: 5026.446289
	Iteration 68Q: 3 clusters Score -2592485 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -2592497.250000 Penalty: 5026.446289
	Iteration 69Q: 3 clusters Score -2592497 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -2592517.000000 Penalty: 5026.446289
	Iteration 70Q: 3 clusters Score -2592517 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -2592528.500000 Penalty: 5026.446289
	Iteration 71Q: 3 clusters Score -2592528 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -2592539.250000 Penalty: 5026.446289
	Iteration 72Q: 3 clusters Score -2592539 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -2592544.500000 Penalty: 5026.446289
	Iteration 73Q: 3 clusters Score -2592544 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -2592542.250000 Penalty: 5026.446289
	Iteration 74Q: 3 clusters Score -2592542 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -2592541.000000 Penalty: 5026.446289
	Iteration 75Q: 3 clusters Score -2592541 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -2592553.000000 Penalty: 5026.446289
	Iteration 76Q: 3 clusters Score -2592553 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -2592556.250000 Penalty: 5026.446289
	Iteration 77Q: 3 clusters Score -2592556 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -2592562.000000 Penalty: 5026.446289
	Iteration 78Q: 3 clusters Score -2592562 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -2592571.250000 Penalty: 5026.446289
	Iteration 79Q: 3 clusters Score -2592571 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -2592573.250000 Penalty: 5026.446289
	Iteration 80F: 3 clusters Score -2592573 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -2592579.750000 Penalty: 5026.446289
	Iteration 81Q: 3 clusters Score -2592580 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -2592576.500000 Penalty: 5026.446289
	Iteration 82Q: 3 clusters Score -2592576 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -2592579.000000 Penalty: 5026.446289
	Iteration 83Q: 3 clusters Score -2592579 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -2592592.750000 Penalty: 5026.446289
	Iteration 84Q: 3 clusters Score -2592593 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -2592604.500000 Penalty: 5026.446289
	Iteration 85Q: 3 clusters Score -2592604 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -2592613.750000 Penalty: 5026.446289
	Iteration 86Q: 3 clusters Score -2592614 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -2592610.500000 Penalty: 5026.446289
	Iteration 87Q: 3 clusters Score -2592610 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -2592617.750000 Penalty: 5026.446289
	Iteration 88Q: 3 clusters Score -2592618 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -2592627.500000 Penalty: 5026.446289
	Iteration 89Q: 3 clusters Score -2592628 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -2592642.000000 Penalty: 5026.446289
	Iteration 90Q: 3 clusters Score -2592642 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -2592650.750000 Penalty: 5026.446289
	Iteration 91Q: 3 clusters Score -2592651 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -2592657.250000 Penalty: 5026.446289
	Iteration 92Q: 3 clusters Score -2592657 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -2592662.250000 Penalty: 5026.446289
	Iteration 93Q: 3 clusters Score -2592662 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -2592665.750000 Penalty: 5026.446289
	Iteration 94Q: 3 clusters Score -2592666 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -2592671.250000 Penalty: 5026.446289
	Iteration 95Q: 3 clusters Score -2592671 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -2592676.250000 Penalty: 5026.446289
	Iteration 96Q: 3 clusters Score -2592676 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -2592681.000000 Penalty: 5026.446289
	Iteration 97Q: 3 clusters Score -2592681 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -2592692.750000 Penalty: 5026.446289
	Iteration 98Q: 3 clusters Score -2592693 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -2592703.750000 Penalty: 5026.446289
	Iteration 99Q: 3 clusters Score -2592704 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -2592712.000000 Penalty: 5026.446289
	Iteration 100F: 3 clusters Score -2592712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -2592714.250000 Penalty: 5026.446289
	Iteration 101Q: 3 clusters Score -2592714 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -2592715.750000 Penalty: 5026.446289
	Iteration 102Q: 3 clusters Score -2592716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -2592715.000000 Penalty: 5026.446289
	Iteration 103Q: 3 clusters Score -2592715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -2592726.750000 Penalty: 5026.446289
	Iteration 104Q: 3 clusters Score -2592727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -2592729.750000 Penalty: 5026.446289
	Iteration 105Q: 3 clusters Score -2592730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -2592729.500000 Penalty: 5026.446289
	Iteration 106Q: 3 clusters Score -2592730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -2592732.750000 Penalty: 5026.446289
	Iteration 107Q: 3 clusters Score -2592733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -2592743.750000 Penalty: 5026.446289
	Iteration 108Q: 3 clusters Score -2592744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -2592744.000000 Penalty: 5026.446289
	Iteration 109Q: 3 clusters Score -2592744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -2592736.500000 Penalty: 5026.446289
	Iteration 110Q: 3 clusters Score -2592736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -2592737.750000 Penalty: 5026.446289
	Iteration 111Q: 3 clusters Score -2592738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -2592740.750000 Penalty: 5026.446289
	Iteration 112Q: 3 clusters Score -2592741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -2592739.000000 Penalty: 5026.446289
	Iteration 113Q: 3 clusters Score -2592739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -2592739.500000 Penalty: 5026.446289
	Iteration 114Q: 3 clusters Score -2592740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -2592742.750000 Penalty: 5026.446289
	Iteration 115Q: 3 clusters Score -2592743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -2592746.000000 Penalty: 5026.446289
	Iteration 116Q: 3 clusters Score -2592746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -2592744.500000 Penalty: 5026.446289
	Iteration 117Q: 3 clusters Score -2592744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -2592747.000000 Penalty: 5026.446289
	Iteration 118Q: 3 clusters Score -2592747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -2592750.750000 Penalty: 5026.446289
	Iteration 119Q: 3 clusters Score -2592751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -2592752.500000 Penalty: 5026.446289
	Iteration 120F: 3 clusters Score -2592752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -2592751.500000 Penalty: 5026.446289
	Iteration 121Q: 3 clusters Score -2592752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -2592746.750000 Penalty: 5026.446289
	Iteration 122Q: 3 clusters Score -2592747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -2592751.750000 Penalty: 5026.446289
	Iteration 123Q: 3 clusters Score -2592752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -2592752.000000 Penalty: 5026.446289
	Iteration 124Q: 3 clusters Score -2592752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -2592751.500000 Penalty: 5026.446289
	Iteration 125Q: 3 clusters Score -2592752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -2592754.500000 Penalty: 5026.446289
	Iteration 126Q: 3 clusters Score -2592754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -2592760.500000 Penalty: 5026.446289
	Iteration 127Q: 3 clusters Score -2592760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -2592757.500000 Penalty: 5026.446289
	Iteration 128Q: 3 clusters Score -2592758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -2592757.500000 Penalty: 5026.446289
	Iteration 129F: 3 clusters Score -2592758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (103782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103782 members 
Entering Unmasked Estep 
Score: -11431291.000000 Penalty: 2864.411865
	Iteration 0F: 2 clusters Score -1.143129e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52020 members 
Mstep: Class 2 contains 51762 members 
Entering Unmasked Estep 
Score: -11361909.000000 Penalty: 5728.823730
	Iteration 0F: 3 clusters Score -1.136191e+07 nChanged 49121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54179 members 
Mstep: Class 2 contains 49603 members 
Entering Unmasked Estep 
Score: -11389900.000000 Penalty: 5728.823730
	Iteration 1F: 3 clusters Score -1.13899e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55714 members 
Mstep: Class 2 contains 48068 members 
Entering Unmasked Estep 
Score: -11390870.000000 Penalty: 5728.823730
	Iteration 2Q: 3 clusters Score -1.139087e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58104 members 
Mstep: Class 2 contains 45678 members 
Entering Unmasked Estep 
Score: -11392203.000000 Penalty: 5728.823730
	Iteration 3Q: 3 clusters Score -1.13922e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61757 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
Score: -11394191.000000 Penalty: 5728.823730
	Iteration 4Q: 3 clusters Score -1.139419e+07 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66909 members 
Mstep: Class 2 contains 36873 members 
Entering Unmasked Estep 
Score: -11397281.000000 Penalty: 5728.823730
	Iteration 5F: 3 clusters Score -1.139728e+07 nChanged 7403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73712 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -11402383.000000 Penalty: 5728.823730
	Iteration 6F: 3 clusters Score -1.140238e+07 nChanged 8297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81663 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -11409110.000000 Penalty: 5728.823730
	Iteration 7F: 3 clusters Score -1.140911e+07 nChanged 7866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89361 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -11416145.000000 Penalty: 5728.823730
	Iteration 8F: 3 clusters Score -1.141614e+07 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95431 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -11421719.000000 Penalty: 5728.823730
	Iteration 9F: 3 clusters Score -1.142172e+07 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99408 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -11425274.000000 Penalty: 5728.823730
	Iteration 10Q: 3 clusters Score -1.142527e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101558 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -11427146.000000 Penalty: 5728.823730
	Iteration 11Q: 3 clusters Score -1.142715e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102551 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -11428027.000000 Penalty: 5728.823730
	Iteration 12Q: 3 clusters Score -1.142803e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102947 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -11428415.000000 Penalty: 5728.823730
	Iteration 13Q: 3 clusters Score -1.142842e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103119 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -11428642.000000 Penalty: 5728.823730
	Iteration 14Q: 3 clusters Score -1.142864e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103204 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -11428762.000000 Penalty: 5728.823730
	Iteration 15Q: 3 clusters Score -1.142876e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103233 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -11428817.000000 Penalty: 5728.823730
	Iteration 16Q: 3 clusters Score -1.142882e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103239 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -11428864.000000 Penalty: 5728.823730
	Iteration 17Q: 3 clusters Score -1.142886e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103245 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -11428878.000000 Penalty: 5728.823730
	Iteration 18Q: 3 clusters Score -1.142888e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103259 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -11428917.000000 Penalty: 5728.823730
	Iteration 19Q: 3 clusters Score -1.142892e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103267 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -11428932.000000 Penalty: 5728.823730
	Iteration 20F: 3 clusters Score -1.142893e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103273 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -11428951.000000 Penalty: 5728.823730
	Iteration 21Q: 3 clusters Score -1.142895e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103273 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -11428946.000000 Penalty: 5728.823730
	Iteration 22Q: 3 clusters Score -1.142895e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103273 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -11428950.000000 Penalty: 5728.823730
	Iteration 23Q: 3 clusters Score -1.142895e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103275 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -11428960.000000 Penalty: 5728.823730
	Iteration 24Q: 3 clusters Score -1.142896e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103276 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -11428973.000000 Penalty: 5728.823730
	Iteration 25Q: 3 clusters Score -1.142897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103275 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -11428978.000000 Penalty: 5728.823730
	Iteration 26Q: 3 clusters Score -1.142898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103274 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -11428988.000000 Penalty: 5728.823730
	Iteration 27Q: 3 clusters Score -1.142899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103275 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -11429002.000000 Penalty: 5728.823730
	Iteration 28Q: 3 clusters Score -1.1429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103275 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -11429009.000000 Penalty: 5728.823730
	Iteration 29Q: 3 clusters Score -1.142901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103276 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -11429013.000000 Penalty: 5728.823730
	Iteration 30Q: 3 clusters Score -1.142901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103276 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -11429014.000000 Penalty: 5728.823730
	Iteration 31Q: 3 clusters Score -1.142901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103274 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -11429020.000000 Penalty: 5728.823730
	Iteration 32Q: 3 clusters Score -1.142902e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103274 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -11429020.000000 Penalty: 5728.823730
	Iteration 33F: 3 clusters Score -1.142902e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Entering Unmasked Estep 
Score: -293427.843750 Penalty: 1988.700684
	Iteration 0F: 2 clusters Score -293427.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -290295.437500 Penalty: 3977.401367
	Iteration 0F: 3 clusters Score -290295.4 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -291436.781250 Penalty: 3977.401367
	Iteration 1F: 3 clusters Score -291436.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -291842.000000 Penalty: 3977.401367
	Iteration 2F: 3 clusters Score -291842 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -292220.343750 Penalty: 3977.401367
	Iteration 3F: 3 clusters Score -292220.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -292657.968750 Penalty: 3977.401367
	Iteration 4F: 3 clusters Score -292658 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -292941.437500 Penalty: 3977.401367
	Iteration 5F: 3 clusters Score -292941.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -293155.468750 Penalty: 3977.401367
	Iteration 6F: 3 clusters Score -293155.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -293258.468750 Penalty: 3977.401367
	Iteration 7Q: 3 clusters Score -293258.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -293321.000000 Penalty: 3977.401367
	Iteration 8Q: 3 clusters Score -293321 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -293378.812500 Penalty: 3977.401367
	Iteration 9Q: 3 clusters Score -293378.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -293454.468750 Penalty: 3977.401367
	Iteration 10Q: 3 clusters Score -293454.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -293498.875000 Penalty: 3977.401367
	Iteration 11Q: 3 clusters Score -293498.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -293537.062500 Penalty: 3977.401367
	Iteration 12Q: 3 clusters Score -293537.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -293572.781250 Penalty: 3977.401367
	Iteration 13Q: 3 clusters Score -293572.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -293598.375000 Penalty: 3977.401367
	Iteration 14Q: 3 clusters Score -293598.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -293625.375000 Penalty: 3977.401367
	Iteration 15Q: 3 clusters Score -293625.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -293644.062500 Penalty: 3977.401367
	Iteration 16Q: 3 clusters Score -293644.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -293653.031250 Penalty: 3977.401367
	Iteration 17Q: 3 clusters Score -293653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -293664.000000 Penalty: 3977.401367
	Iteration 18Q: 3 clusters Score -293664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -293679.843750 Penalty: 3977.401367
	Iteration 19Q: 3 clusters Score -293679.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -293688.156250 Penalty: 3977.401367
	Iteration 20F: 3 clusters Score -293688.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -293693.750000 Penalty: 3977.401367
	Iteration 21Q: 3 clusters Score -293693.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -293702.312500 Penalty: 3977.401367
	Iteration 22Q: 3 clusters Score -293702.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -293713.031250 Penalty: 3977.401367
	Iteration 23Q: 3 clusters Score -293713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -293719.968750 Penalty: 3977.401367
	Iteration 24Q: 3 clusters Score -293720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -293731.250000 Penalty: 3977.401367
	Iteration 25Q: 3 clusters Score -293731.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -293736.375000 Penalty: 3977.401367
	Iteration 26Q: 3 clusters Score -293736.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -293739.500000 Penalty: 3977.401367
	Iteration 27Q: 3 clusters Score -293739.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -293744.750000 Penalty: 3977.401367
	Iteration 28Q: 3 clusters Score -293744.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -293754.312500 Penalty: 3977.401367
	Iteration 29Q: 3 clusters Score -293754.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -293766.968750 Penalty: 3977.401367
	Iteration 30Q: 3 clusters Score -293767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -293774.562500 Penalty: 3977.401367
	Iteration 31Q: 3 clusters Score -293774.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -293782.375000 Penalty: 3977.401367
	Iteration 32Q: 3 clusters Score -293782.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -293786.406250 Penalty: 3977.401367
	Iteration 33Q: 3 clusters Score -293786.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -293786.843750 Penalty: 3977.401367
	Iteration 34Q: 3 clusters Score -293786.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -293788.468750 Penalty: 3977.401367
	Iteration 35Q: 3 clusters Score -293788.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -293788.468750 Penalty: 3977.401367
	Iteration 36F: 3 clusters Score -293788.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156969 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 11937 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24800 members 
Mstep: Class 6 contains 72586 members 
Mstep: Class 7 contains 11894 members 
Mstep: Class 8 contains 1674 members 
Mstep: Class 9 contains 182187 members 
Mstep: Class 10 contains 12713 members 
Mstep: Class 11 contains 59752 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44206 members 
Mstep: Class 15 contains 12256 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25184 members 
Mstep: Class 18 contains 103782 members 
Mstep: Class 19 contains 2721 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 39030 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9005 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 14329 members 
Mstep: Class 29 contains 22830 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 13403 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67875 members 
Mstep: Class 34 contains 26202 members 
Mstep: Class 35 contains 15213 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18911 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14001 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18830 members 
Mstep: Class 48 contains 3613 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33333 members 
Mstep: Class 52 contains 7836 members 
Mstep: Class 53 contains 317 members 
Entering Unmasked Estep 
Score: -115180936.000000 Penalty: 182896.359375
Splitting cluster 19 changes total score from -115181960.000000 to -115180936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (5602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Entering Unmasked Estep 
Score: -531269.875000 Penalty: 2140.458008
	Iteration 0F: 2 clusters Score -531269.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -526333.875000 Penalty: 4280.916016
	Iteration 0F: 3 clusters Score -526333.9 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -527743.062500 Penalty: 4280.916016
	Iteration 1F: 3 clusters Score -527743.1 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -528126.312500 Penalty: 4280.916016
	Iteration 2F: 3 clusters Score -528126.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -528426.812500 Penalty: 4280.916016
	Iteration 3F: 3 clusters Score -528426.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -528674.937500 Penalty: 4280.916016
	Iteration 4F: 3 clusters Score -528674.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -528873.750000 Penalty: 4280.916016
	Iteration 5Q: 3 clusters Score -528873.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -529058.187500 Penalty: 4280.916016
	Iteration 6Q: 3 clusters Score -529058.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -529190.375000 Penalty: 4280.916016
	Iteration 7Q: 3 clusters Score -529190.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -529280.875000 Penalty: 4280.916016
	Iteration 8Q: 3 clusters Score -529280.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -529347.125000 Penalty: 4280.916016
	Iteration 9Q: 3 clusters Score -529347.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -529412.937500 Penalty: 4280.916016
	Iteration 10Q: 3 clusters Score -529412.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -529476.375000 Penalty: 4280.916016
	Iteration 11Q: 3 clusters Score -529476.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -529536.437500 Penalty: 4280.916016
	Iteration 12Q: 3 clusters Score -529536.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -529583.687500 Penalty: 4280.916016
	Iteration 13Q: 3 clusters Score -529583.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -529621.500000 Penalty: 4280.916016
	Iteration 14Q: 3 clusters Score -529621.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -529652.187500 Penalty: 4280.916016
	Iteration 15Q: 3 clusters Score -529652.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -529673.000000 Penalty: 4280.916016
	Iteration 16Q: 3 clusters Score -529673 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -529685.750000 Penalty: 4280.916016
	Iteration 17Q: 3 clusters Score -529685.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -529691.812500 Penalty: 4280.916016
	Iteration 18Q: 3 clusters Score -529691.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -529696.562500 Penalty: 4280.916016
	Iteration 19Q: 3 clusters Score -529696.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -529699.312500 Penalty: 4280.916016
	Iteration 20F: 3 clusters Score -529699.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -529700.750000 Penalty: 4280.916016
	Iteration 21Q: 3 clusters Score -529700.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -529703.875000 Penalty: 4280.916016
	Iteration 22Q: 3 clusters Score -529703.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -529703.812500 Penalty: 4280.916016
	Iteration 23Q: 3 clusters Score -529703.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -529706.375000 Penalty: 4280.916016
	Iteration 24Q: 3 clusters Score -529706.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -529708.562500 Penalty: 4280.916016
	Iteration 25Q: 3 clusters Score -529708.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -529707.625000 Penalty: 4280.916016
	Iteration 26Q: 3 clusters Score -529707.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -529708.750000 Penalty: 4280.916016
	Iteration 27Q: 3 clusters Score -529708.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -529708.750000 Penalty: 4280.916016
	Iteration 28F: 3 clusters Score -529708.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (39030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Entering Unmasked Estep 
Score: -3983799.250000 Penalty: 2621.877441
	Iteration 0F: 2 clusters Score -3983799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -3957366.000000 Penalty: 5243.754883
	Iteration 0F: 3 clusters Score -3957366 nChanged 17761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -3967340.000000 Penalty: 5243.754883
	Iteration 1F: 3 clusters Score -3967340 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -3968288.500000 Penalty: 5243.754883
	Iteration 2F: 3 clusters Score -3968288 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -3969322.750000 Penalty: 5243.754883
	Iteration 3F: 3 clusters Score -3969323 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -3970487.250000 Penalty: 5243.754883
	Iteration 4F: 3 clusters Score -3970487 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -3971820.500000 Penalty: 5243.754883
	Iteration 5F: 3 clusters Score -3971820 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -3973090.000000 Penalty: 5243.754883
	Iteration 6F: 3 clusters Score -3973090 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -3974178.750000 Penalty: 5243.754883
	Iteration 7F: 3 clusters Score -3974179 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -3975106.500000 Penalty: 5243.754883
	Iteration 8Q: 3 clusters Score -3975106 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -3975844.750000 Penalty: 5243.754883
	Iteration 9Q: 3 clusters Score -3975845 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -3976429.500000 Penalty: 5243.754883
	Iteration 10Q: 3 clusters Score -3976430 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -3976906.500000 Penalty: 5243.754883
	Iteration 11Q: 3 clusters Score -3976906 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -3977290.500000 Penalty: 5243.754883
	Iteration 12Q: 3 clusters Score -3977290 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -3977564.250000 Penalty: 5243.754883
	Iteration 13Q: 3 clusters Score -3977564 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -3977795.750000 Penalty: 5243.754883
	Iteration 14Q: 3 clusters Score -3977796 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -3977977.750000 Penalty: 5243.754883
	Iteration 15Q: 3 clusters Score -3977978 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -3978159.750000 Penalty: 5243.754883
	Iteration 16Q: 3 clusters Score -3978160 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -3978321.750000 Penalty: 5243.754883
	Iteration 17Q: 3 clusters Score -3978322 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -3978466.500000 Penalty: 5243.754883
	Iteration 18Q: 3 clusters Score -3978466 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -3978565.250000 Penalty: 5243.754883
	Iteration 19Q: 3 clusters Score -3978565 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -3978643.750000 Penalty: 5243.754883
	Iteration 20F: 3 clusters Score -3978644 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -3978720.250000 Penalty: 5243.754883
	Iteration 21Q: 3 clusters Score -3978720 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -3978786.250000 Penalty: 5243.754883
	Iteration 22Q: 3 clusters Score -3978786 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -3978852.500000 Penalty: 5243.754883
	Iteration 23Q: 3 clusters Score -3978852 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -3978921.000000 Penalty: 5243.754883
	Iteration 24Q: 3 clusters Score -3978921 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -3978991.750000 Penalty: 5243.754883
	Iteration 25Q: 3 clusters Score -3978992 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -3979055.000000 Penalty: 5243.754883
	Iteration 26Q: 3 clusters Score -3979055 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -3979083.250000 Penalty: 5243.754883
	Iteration 27Q: 3 clusters Score -3979083 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -3979142.750000 Penalty: 5243.754883
	Iteration 28Q: 3 clusters Score -3979143 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 29343 members 
Entering Unmasked Estep 
Score: -3979188.000000 Penalty: 5243.754883
	Iteration 29Q: 3 clusters Score -3979188 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -3979256.250000 Penalty: 5243.754883
	Iteration 30Q: 3 clusters Score -3979256 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -3979330.500000 Penalty: 5243.754883
	Iteration 31Q: 3 clusters Score -3979330 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 30117 members 
Entering Unmasked Estep 
Score: -3979419.750000 Penalty: 5243.754883
	Iteration 32Q: 3 clusters Score -3979420 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 30410 members 
Entering Unmasked Estep 
Score: -3979490.500000 Penalty: 5243.754883
	Iteration 33Q: 3 clusters Score -3979490 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
Score: -3979570.500000 Penalty: 5243.754883
	Iteration 34Q: 3 clusters Score -3979570 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 31021 members 
Entering Unmasked Estep 
Score: -3979680.250000 Penalty: 5243.754883
	Iteration 35Q: 3 clusters Score -3979680 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -3979763.000000 Penalty: 5243.754883
	Iteration 36Q: 3 clusters Score -3979763 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -3979897.000000 Penalty: 5243.754883
	Iteration 37Q: 3 clusters Score -3979897 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 32027 members 
Entering Unmasked Estep 
Score: -3980011.250000 Penalty: 5243.754883
	Iteration 38Q: 3 clusters Score -3980011 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -3980132.000000 Penalty: 5243.754883
	Iteration 39Q: 3 clusters Score -3980132 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -3980276.000000 Penalty: 5243.754883
	Iteration 40F: 3 clusters Score -3980276 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -3980471.500000 Penalty: 5243.754883
	Iteration 41Q: 3 clusters Score -3980472 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -3980651.250000 Penalty: 5243.754883
	Iteration 42Q: 3 clusters Score -3980651 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 33838 members 
Entering Unmasked Estep 
Score: -3980833.250000 Penalty: 5243.754883
	Iteration 43Q: 3 clusters Score -3980833 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -3980997.500000 Penalty: 5243.754883
	Iteration 44Q: 3 clusters Score -3980998 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 34512 members 
Entering Unmasked Estep 
Score: -3981146.000000 Penalty: 5243.754883
	Iteration 45Q: 3 clusters Score -3981146 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -3981277.250000 Penalty: 5243.754883
	Iteration 46Q: 3 clusters Score -3981277 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 35103 members 
Entering Unmasked Estep 
Score: -3981404.500000 Penalty: 5243.754883
	Iteration 47Q: 3 clusters Score -3981404 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
Score: -3981528.250000 Penalty: 5243.754883
	Iteration 48Q: 3 clusters Score -3981528 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 35572 members 
Entering Unmasked Estep 
Score: -3981613.500000 Penalty: 5243.754883
	Iteration 49Q: 3 clusters Score -3981614 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 35745 members 
Entering Unmasked Estep 
Score: -3981669.500000 Penalty: 5243.754883
	Iteration 50Q: 3 clusters Score -3981670 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -3981728.750000 Penalty: 5243.754883
	Iteration 51Q: 3 clusters Score -3981729 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -3981804.750000 Penalty: 5243.754883
	Iteration 52Q: 3 clusters Score -3981805 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -3981854.000000 Penalty: 5243.754883
	Iteration 53Q: 3 clusters Score -3981854 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 36310 members 
Entering Unmasked Estep 
Score: -3981907.250000 Penalty: 5243.754883
	Iteration 54Q: 3 clusters Score -3981907 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 36409 members 
Entering Unmasked Estep 
Score: -3981953.750000 Penalty: 5243.754883
	Iteration 55Q: 3 clusters Score -3981954 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 36485 members 
Entering Unmasked Estep 
Score: -3981983.750000 Penalty: 5243.754883
	Iteration 56Q: 3 clusters Score -3981984 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -3982011.000000 Penalty: 5243.754883
	Iteration 57Q: 3 clusters Score -3982011 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 36627 members 
Entering Unmasked Estep 
Score: -3982034.000000 Penalty: 5243.754883
	Iteration 58Q: 3 clusters Score -3982034 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 36683 members 
Entering Unmasked Estep 
Score: -3982062.250000 Penalty: 5243.754883
	Iteration 59Q: 3 clusters Score -3982062 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 36739 members 
Entering Unmasked Estep 
Score: -3982083.750000 Penalty: 5243.754883
	Iteration 60F: 3 clusters Score -3982084 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 36799 members 
Entering Unmasked Estep 
Score: -3982100.750000 Penalty: 5243.754883
	Iteration 61Q: 3 clusters Score -3982101 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -3982132.750000 Penalty: 5243.754883
	Iteration 62Q: 3 clusters Score -3982133 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -3982144.250000 Penalty: 5243.754883
	Iteration 63Q: 3 clusters Score -3982144 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -3982151.000000 Penalty: 5243.754883
	Iteration 64Q: 3 clusters Score -3982151 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -3982167.250000 Penalty: 5243.754883
	Iteration 65Q: 3 clusters Score -3982167 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 36995 members 
Entering Unmasked Estep 
Score: -3982175.750000 Penalty: 5243.754883
	Iteration 66Q: 3 clusters Score -3982176 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 37025 members 
Entering Unmasked Estep 
Score: -3982181.500000 Penalty: 5243.754883
	Iteration 67Q: 3 clusters Score -3982182 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 37053 members 
Entering Unmasked Estep 
Score: -3982196.000000 Penalty: 5243.754883
	Iteration 68Q: 3 clusters Score -3982196 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 37090 members 
Entering Unmasked Estep 
Score: -3982208.000000 Penalty: 5243.754883
	Iteration 69Q: 3 clusters Score -3982208 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 37115 members 
Entering Unmasked Estep 
Score: -3982202.250000 Penalty: 5243.754883
	Iteration 70Q: 3 clusters Score -3982202 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 37136 members 
Entering Unmasked Estep 
Score: -3982203.500000 Penalty: 5243.754883
	Iteration 71Q: 3 clusters Score -3982204 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -3982219.000000 Penalty: 5243.754883
	Iteration 72Q: 3 clusters Score -3982219 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 37175 members 
Entering Unmasked Estep 
Score: -3982216.000000 Penalty: 5243.754883
	Iteration 73Q: 3 clusters Score -3982216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -3982228.250000 Penalty: 5243.754883
	Iteration 74Q: 3 clusters Score -3982228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -3982234.250000 Penalty: 5243.754883
	Iteration 75Q: 3 clusters Score -3982234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -3982239.250000 Penalty: 5243.754883
	Iteration 76Q: 3 clusters Score -3982239 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 37234 members 
Entering Unmasked Estep 
Score: -3982236.250000 Penalty: 5243.754883
	Iteration 77Q: 3 clusters Score -3982236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 37244 members 
Entering Unmasked Estep 
Score: -3982250.000000 Penalty: 5243.754883
	Iteration 78Q: 3 clusters Score -3982250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 37257 members 
Entering Unmasked Estep 
Score: -3982257.750000 Penalty: 5243.754883
	Iteration 79Q: 3 clusters Score -3982258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 37273 members 
Entering Unmasked Estep 
Score: -3982255.250000 Penalty: 5243.754883
	Iteration 80F: 3 clusters Score -3982255 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -3982276.500000 Penalty: 5243.754883
	Iteration 81Q: 3 clusters Score -3982276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 37305 members 
Entering Unmasked Estep 
Score: -3982268.250000 Penalty: 5243.754883
	Iteration 82Q: 3 clusters Score -3982268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -3982273.000000 Penalty: 5243.754883
	Iteration 83Q: 3 clusters Score -3982273 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -3982274.000000 Penalty: 5243.754883
	Iteration 84Q: 3 clusters Score -3982274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -3982281.500000 Penalty: 5243.754883
	Iteration 85Q: 3 clusters Score -3982282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 37329 members 
Entering Unmasked Estep 
Score: -3982281.000000 Penalty: 5243.754883
	Iteration 86Q: 3 clusters Score -3982281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 37329 members 
Entering Unmasked Estep 
Score: -3982283.250000 Penalty: 5243.754883
	Iteration 87Q: 3 clusters Score -3982283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 37333 members 
Entering Unmasked Estep 
Score: -3982281.500000 Penalty: 5243.754883
	Iteration 88Q: 3 clusters Score -3982282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 37340 members 
Entering Unmasked Estep 
Score: -3982283.250000 Penalty: 5243.754883
	Iteration 89Q: 3 clusters Score -3982283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -3982289.750000 Penalty: 5243.754883
	Iteration 90Q: 3 clusters Score -3982290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 37342 members 
Entering Unmasked Estep 
Score: -3982285.250000 Penalty: 5243.754883
	Iteration 91Q: 3 clusters Score -3982285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -3982287.500000 Penalty: 5243.754883
	Iteration 92Q: 3 clusters Score -3982288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -3982289.500000 Penalty: 5243.754883
	Iteration 93Q: 3 clusters Score -3982290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -3982291.250000 Penalty: 5243.754883
	Iteration 94Q: 3 clusters Score -3982291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -3982288.500000 Penalty: 5243.754883
	Iteration 95Q: 3 clusters Score -3982288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -3982288.500000 Penalty: 5243.754883
	Iteration 96F: 3 clusters Score -3982288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Entering Unmasked Estep 
Score: -133456.171875 Penalty: 1793.000000
	Iteration 0F: 2 clusters Score -133456.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -131245.843750 Penalty: 3586.000000
	Iteration 0F: 3 clusters Score -131245.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -131590.890625 Penalty: 3586.000000
	Iteration 1F: 3 clusters Score -131590.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -131765.546875 Penalty: 3586.000000
	Iteration 2F: 3 clusters Score -131765.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -131933.031250 Penalty: 3586.000000
	Iteration 3F: 3 clusters Score -131933 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -132109.390625 Penalty: 3586.000000
	Iteration 4F: 3 clusters Score -132109.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -132275.906250 Penalty: 3586.000000
	Iteration 5F: 3 clusters Score -132275.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -132387.187500 Penalty: 3586.000000
	Iteration 6Q: 3 clusters Score -132387.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -132485.203125 Penalty: 3586.000000
	Iteration 7Q: 3 clusters Score -132485.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -132571.015625 Penalty: 3586.000000
	Iteration 8Q: 3 clusters Score -132571 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -132660.796875 Penalty: 3586.000000
	Iteration 9Q: 3 clusters Score -132660.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -132758.046875 Penalty: 3586.000000
	Iteration 10Q: 3 clusters Score -132758 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -132838.234375 Penalty: 3586.000000
	Iteration 11Q: 3 clusters Score -132838.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -132912.046875 Penalty: 3586.000000
	Iteration 12Q: 3 clusters Score -132912 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -132964.062500 Penalty: 3586.000000
	Iteration 13Q: 3 clusters Score -132964.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -133005.390625 Penalty: 3586.000000
	Iteration 14Q: 3 clusters Score -133005.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -133037.531250 Penalty: 3586.000000
	Iteration 15Q: 3 clusters Score -133037.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -133063.875000 Penalty: 3586.000000
	Iteration 16Q: 3 clusters Score -133063.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -133087.796875 Penalty: 3586.000000
	Iteration 17Q: 3 clusters Score -133087.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -133101.203125 Penalty: 3586.000000
	Iteration 18Q: 3 clusters Score -133101.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -133108.265625 Penalty: 3586.000000
	Iteration 19Q: 3 clusters Score -133108.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -133111.937500 Penalty: 3586.000000
	Iteration 20F: 3 clusters Score -133111.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -133118.484375 Penalty: 3586.000000
	Iteration 21Q: 3 clusters Score -133118.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -133128.875000 Penalty: 3586.000000
	Iteration 22Q: 3 clusters Score -133128.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -133134.140625 Penalty: 3586.000000
	Iteration 23Q: 3 clusters Score -133134.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -133139.015625 Penalty: 3586.000000
	Iteration 24Q: 3 clusters Score -133139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -133139.640625 Penalty: 3586.000000
	Iteration 25Q: 3 clusters Score -133139.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -133139.640625 Penalty: 3586.000000
	Iteration 26F: 3 clusters Score -133139.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Entering Unmasked Estep 
Score: -338049.281250 Penalty: 1997.285034
	Iteration 0F: 2 clusters Score -338049.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -334707.187500 Penalty: 3994.570068
	Iteration 0F: 3 clusters Score -334707.2 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -335405.562500 Penalty: 3994.570068
	Iteration 1F: 3 clusters Score -335405.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -335567.375000 Penalty: 3994.570068
	Iteration 2F: 3 clusters Score -335567.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -335650.468750 Penalty: 3994.570068
	Iteration 3Q: 3 clusters Score -335650.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -335713.531250 Penalty: 3994.570068
	Iteration 4Q: 3 clusters Score -335713.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -335755.093750 Penalty: 3994.570068
	Iteration 5Q: 3 clusters Score -335755.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -335784.531250 Penalty: 3994.570068
	Iteration 6Q: 3 clusters Score -335784.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -335814.656250 Penalty: 3994.570068
	Iteration 7Q: 3 clusters Score -335814.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -335849.187500 Penalty: 3994.570068
	Iteration 8Q: 3 clusters Score -335849.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -335876.437500 Penalty: 3994.570068
	Iteration 9Q: 3 clusters Score -335876.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -335905.156250 Penalty: 3994.570068
	Iteration 10Q: 3 clusters Score -335905.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -335939.687500 Penalty: 3994.570068
	Iteration 11Q: 3 clusters Score -335939.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -335986.843750 Penalty: 3994.570068
	Iteration 12Q: 3 clusters Score -335986.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -336054.156250 Penalty: 3994.570068
	Iteration 13Q: 3 clusters Score -336054.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -336134.406250 Penalty: 3994.570068
	Iteration 14Q: 3 clusters Score -336134.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -336219.687500 Penalty: 3994.570068
	Iteration 15Q: 3 clusters Score -336219.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -336315.906250 Penalty: 3994.570068
	Iteration 16Q: 3 clusters Score -336315.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -336418.125000 Penalty: 3994.570068
	Iteration 17Q: 3 clusters Score -336418.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -336547.781250 Penalty: 3994.570068
	Iteration 18Q: 3 clusters Score -336547.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -336662.968750 Penalty: 3994.570068
	Iteration 19Q: 3 clusters Score -336663 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -336760.250000 Penalty: 3994.570068
	Iteration 20F: 3 clusters Score -336760.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -336831.875000 Penalty: 3994.570068
	Iteration 21Q: 3 clusters Score -336831.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -336868.125000 Penalty: 3994.570068
	Iteration 22Q: 3 clusters Score -336868.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -336883.062500 Penalty: 3994.570068
	Iteration 23Q: 3 clusters Score -336883.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -336893.437500 Penalty: 3994.570068
	Iteration 24Q: 3 clusters Score -336893.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -336900.937500 Penalty: 3994.570068
	Iteration 25Q: 3 clusters Score -336900.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -336904.468750 Penalty: 3994.570068
	Iteration 26Q: 3 clusters Score -336904.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -336906.531250 Penalty: 3994.570068
	Iteration 27Q: 3 clusters Score -336906.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -336908.375000 Penalty: 3994.570068
	Iteration 28Q: 3 clusters Score -336908.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -336913.531250 Penalty: 3994.570068
	Iteration 29Q: 3 clusters Score -336913.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -336916.468750 Penalty: 3994.570068
	Iteration 30Q: 3 clusters Score -336916.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -336917.281250 Penalty: 3994.570068
	Iteration 31Q: 3 clusters Score -336917.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -336918.937500 Penalty: 3994.570068
	Iteration 32Q: 3 clusters Score -336918.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -336921.718750 Penalty: 3994.570068
	Iteration 33Q: 3 clusters Score -336921.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -336923.843750 Penalty: 3994.570068
	Iteration 34Q: 3 clusters Score -336923.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -336926.968750 Penalty: 3994.570068
	Iteration 35Q: 3 clusters Score -336927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -336927.531250 Penalty: 3994.570068
	Iteration 36Q: 3 clusters Score -336927.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -336928.437500 Penalty: 3994.570068
	Iteration 37Q: 3 clusters Score -336928.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -336928.437500 Penalty: 3994.570068
	Iteration 38F: 3 clusters Score -336928.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Entering Unmasked Estep 
Score: -967251.375000 Penalty: 2258.172852
	Iteration 0F: 2 clusters Score -967251.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -960177.500000 Penalty: 4516.345703
	Iteration 0F: 3 clusters Score -960177.5 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -962161.187500 Penalty: 4516.345703
	Iteration 1F: 3 clusters Score -962161.2 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -962477.687500 Penalty: 4516.345703
	Iteration 2F: 3 clusters Score -962477.7 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -962703.625000 Penalty: 4516.345703
	Iteration 3F: 3 clusters Score -962703.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -962891.625000 Penalty: 4516.345703
	Iteration 4Q: 3 clusters Score -962891.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -963055.125000 Penalty: 4516.345703
	Iteration 5Q: 3 clusters Score -963055.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -963186.687500 Penalty: 4516.345703
	Iteration 6Q: 3 clusters Score -963186.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -963312.125000 Penalty: 4516.345703
	Iteration 7Q: 3 clusters Score -963312.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -963406.250000 Penalty: 4516.345703
	Iteration 8Q: 3 clusters Score -963406.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -963488.375000 Penalty: 4516.345703
	Iteration 9Q: 3 clusters Score -963488.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -963565.000000 Penalty: 4516.345703
	Iteration 10Q: 3 clusters Score -963565 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -963632.562500 Penalty: 4516.345703
	Iteration 11Q: 3 clusters Score -963632.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -963715.187500 Penalty: 4516.345703
	Iteration 12Q: 3 clusters Score -963715.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -963789.562500 Penalty: 4516.345703
	Iteration 13Q: 3 clusters Score -963789.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -963872.000000 Penalty: 4516.345703
	Iteration 14Q: 3 clusters Score -963872 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -963961.250000 Penalty: 4516.345703
	Iteration 15Q: 3 clusters Score -963961.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -964057.625000 Penalty: 4516.345703
	Iteration 16Q: 3 clusters Score -964057.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -964169.562500 Penalty: 4516.345703
	Iteration 17Q: 3 clusters Score -964169.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -964297.562500 Penalty: 4516.345703
	Iteration 18Q: 3 clusters Score -964297.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -964418.500000 Penalty: 4516.345703
	Iteration 19Q: 3 clusters Score -964418.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -964537.187500 Penalty: 4516.345703
	Iteration 20F: 3 clusters Score -964537.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -964669.437500 Penalty: 4516.345703
	Iteration 21Q: 3 clusters Score -964669.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -964802.062500 Penalty: 4516.345703
	Iteration 22Q: 3 clusters Score -964802.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -964903.937500 Penalty: 4516.345703
	Iteration 23Q: 3 clusters Score -964903.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -964972.250000 Penalty: 4516.345703
	Iteration 24Q: 3 clusters Score -964972.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -965032.437500 Penalty: 4516.345703
	Iteration 25Q: 3 clusters Score -965032.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -965070.125000 Penalty: 4516.345703
	Iteration 26Q: 3 clusters Score -965070.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -965096.375000 Penalty: 4516.345703
	Iteration 27Q: 3 clusters Score -965096.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -965119.562500 Penalty: 4516.345703
	Iteration 28Q: 3 clusters Score -965119.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -965130.187500 Penalty: 4516.345703
	Iteration 29Q: 3 clusters Score -965130.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -965135.937500 Penalty: 4516.345703
	Iteration 30Q: 3 clusters Score -965135.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -965142.875000 Penalty: 4516.345703
	Iteration 31Q: 3 clusters Score -965142.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -965146.750000 Penalty: 4516.345703
	Iteration 32Q: 3 clusters Score -965146.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -965152.375000 Penalty: 4516.345703
	Iteration 33Q: 3 clusters Score -965152.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -965157.875000 Penalty: 4516.345703
	Iteration 34Q: 3 clusters Score -965157.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -965163.625000 Penalty: 4516.345703
	Iteration 35Q: 3 clusters Score -965163.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -965170.375000 Penalty: 4516.345703
	Iteration 36Q: 3 clusters Score -965170.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -965178.437500 Penalty: 4516.345703
	Iteration 37Q: 3 clusters Score -965178.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -965184.062500 Penalty: 4516.345703
	Iteration 38Q: 3 clusters Score -965184.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -965185.312500 Penalty: 4516.345703
	Iteration 39Q: 3 clusters Score -965185.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -965192.187500 Penalty: 4516.345703
	Iteration 40F: 3 clusters Score -965192.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -965193.187500 Penalty: 4516.345703
	Iteration 41Q: 3 clusters Score -965193.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -965197.312500 Penalty: 4516.345703
	Iteration 42Q: 3 clusters Score -965197.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -965198.062500 Penalty: 4516.345703
	Iteration 43Q: 3 clusters Score -965198.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -965196.687500 Penalty: 4516.345703
	Iteration 44Q: 3 clusters Score -965196.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -965197.812500 Penalty: 4516.345703
	Iteration 45Q: 3 clusters Score -965197.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -965197.812500 Penalty: 4516.345703
	Iteration 46Q: 3 clusters Score -965197.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -965197.812500 Penalty: 4516.345703
	Iteration 47F: 3 clusters Score -965197.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Entering Unmasked Estep 
Score: -447946.593750 Penalty: 2074.744385
	Iteration 0F: 2 clusters Score -447946.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -443908.531250 Penalty: 4149.488770
	Iteration 0F: 3 clusters Score -443908.5 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -444862.906250 Penalty: 4149.488770
	Iteration 1F: 3 clusters Score -444862.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -445164.875000 Penalty: 4149.488770
	Iteration 2F: 3 clusters Score -445164.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -445404.000000 Penalty: 4149.488770
	Iteration 3F: 3 clusters Score -445404 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -445673.875000 Penalty: 4149.488770
	Iteration 4F: 3 clusters Score -445673.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -445902.687500 Penalty: 4149.488770
	Iteration 5F: 3 clusters Score -445902.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -446050.531250 Penalty: 4149.488770
	Iteration 6Q: 3 clusters Score -446050.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -446166.218750 Penalty: 4149.488770
	Iteration 7Q: 3 clusters Score -446166.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -446284.312500 Penalty: 4149.488770
	Iteration 8Q: 3 clusters Score -446284.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -446410.625000 Penalty: 4149.488770
	Iteration 9Q: 3 clusters Score -446410.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -446527.093750 Penalty: 4149.488770
	Iteration 10Q: 3 clusters Score -446527.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -446635.531250 Penalty: 4149.488770
	Iteration 11Q: 3 clusters Score -446635.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -446739.093750 Penalty: 4149.488770
	Iteration 12Q: 3 clusters Score -446739.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -446824.750000 Penalty: 4149.488770
	Iteration 13Q: 3 clusters Score -446824.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -446908.656250 Penalty: 4149.488770
	Iteration 14Q: 3 clusters Score -446908.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -446978.156250 Penalty: 4149.488770
	Iteration 15Q: 3 clusters Score -446978.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -447042.562500 Penalty: 4149.488770
	Iteration 16Q: 3 clusters Score -447042.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -447087.406250 Penalty: 4149.488770
	Iteration 17Q: 3 clusters Score -447087.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -447117.343750 Penalty: 4149.488770
	Iteration 18Q: 3 clusters Score -447117.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -447143.875000 Penalty: 4149.488770
	Iteration 19Q: 3 clusters Score -447143.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -447159.093750 Penalty: 4149.488770
	Iteration 20F: 3 clusters Score -447159.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -447168.125000 Penalty: 4149.488770
	Iteration 21Q: 3 clusters Score -447168.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -447175.562500 Penalty: 4149.488770
	Iteration 22Q: 3 clusters Score -447175.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -447178.000000 Penalty: 4149.488770
	Iteration 23Q: 3 clusters Score -447178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -447181.562500 Penalty: 4149.488770
	Iteration 24Q: 3 clusters Score -447181.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -447184.812500 Penalty: 4149.488770
	Iteration 25Q: 3 clusters Score -447184.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -447189.000000 Penalty: 4149.488770
	Iteration 26Q: 3 clusters Score -447189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -447192.000000 Penalty: 4149.488770
	Iteration 27Q: 3 clusters Score -447192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -447194.625000 Penalty: 4149.488770
	Iteration 28Q: 3 clusters Score -447194.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -447197.218750 Penalty: 4149.488770
	Iteration 29Q: 3 clusters Score -447197.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -447203.062500 Penalty: 4149.488770
	Iteration 30Q: 3 clusters Score -447203.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -447205.687500 Penalty: 4149.488770
	Iteration 31Q: 3 clusters Score -447205.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -447207.375000 Penalty: 4149.488770
	Iteration 32Q: 3 clusters Score -447207.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -447208.968750 Penalty: 4149.488770
	Iteration 33Q: 3 clusters Score -447209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -447208.968750 Penalty: 4149.488770
	Iteration 34F: 3 clusters Score -447209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Entering Unmasked Estep 
Score: -390811.906250 Penalty: 2041.051025
	Iteration 0F: 2 clusters Score -390811.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -387078.000000 Penalty: 4082.102051
	Iteration 0F: 3 clusters Score -387078 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -387997.343750 Penalty: 4082.102051
	Iteration 1F: 3 clusters Score -387997.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -388260.125000 Penalty: 4082.102051
	Iteration 2F: 3 clusters Score -388260.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -388533.281250 Penalty: 4082.102051
	Iteration 3F: 3 clusters Score -388533.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -388830.031250 Penalty: 4082.102051
	Iteration 4F: 3 clusters Score -388830 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -389091.937500 Penalty: 4082.102051
	Iteration 5F: 3 clusters Score -389091.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -389295.125000 Penalty: 4082.102051
	Iteration 6F: 3 clusters Score -389295.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -389430.406250 Penalty: 4082.102051
	Iteration 7Q: 3 clusters Score -389430.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -389540.843750 Penalty: 4082.102051
	Iteration 8Q: 3 clusters Score -389540.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -389628.906250 Penalty: 4082.102051
	Iteration 9Q: 3 clusters Score -389628.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -389688.843750 Penalty: 4082.102051
	Iteration 10Q: 3 clusters Score -389688.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -389731.812500 Penalty: 4082.102051
	Iteration 11Q: 3 clusters Score -389731.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -389760.218750 Penalty: 4082.102051
	Iteration 12Q: 3 clusters Score -389760.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -389777.375000 Penalty: 4082.102051
	Iteration 13Q: 3 clusters Score -389777.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -389784.250000 Penalty: 4082.102051
	Iteration 14Q: 3 clusters Score -389784.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -389790.312500 Penalty: 4082.102051
	Iteration 15Q: 3 clusters Score -389790.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -389794.218750 Penalty: 4082.102051
	Iteration 16Q: 3 clusters Score -389794.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -389796.250000 Penalty: 4082.102051
	Iteration 17Q: 3 clusters Score -389796.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -389798.468750 Penalty: 4082.102051
	Iteration 18Q: 3 clusters Score -389798.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -389798.968750 Penalty: 4082.102051
	Iteration 19Q: 3 clusters Score -389799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -389800.218750 Penalty: 4082.102051
	Iteration 20F: 3 clusters Score -389800.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -389800.812500 Penalty: 4082.102051
	Iteration 21Q: 3 clusters Score -389800.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -389800.812500 Penalty: 4082.102051
	Iteration 22F: 3 clusters Score -389800.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Entering Unmasked Estep 
Score: -244667.093750 Penalty: 1910.009766
	Iteration 0F: 2 clusters Score -244667.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -241902.968750 Penalty: 3820.019531
	Iteration 0F: 3 clusters Score -241903 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -242389.812500 Penalty: 3820.019531
	Iteration 1F: 3 clusters Score -242389.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -242485.828125 Penalty: 3820.019531
	Iteration 2F: 3 clusters Score -242485.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -242548.578125 Penalty: 3820.019531
	Iteration 3Q: 3 clusters Score -242548.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -242597.906250 Penalty: 3820.019531
	Iteration 4Q: 3 clusters Score -242597.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -242625.906250 Penalty: 3820.019531
	Iteration 5Q: 3 clusters Score -242625.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -242642.593750 Penalty: 3820.019531
	Iteration 6Q: 3 clusters Score -242642.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -242651.156250 Penalty: 3820.019531
	Iteration 7Q: 3 clusters Score -242651.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -242662.156250 Penalty: 3820.019531
	Iteration 8Q: 3 clusters Score -242662.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -242671.843750 Penalty: 3820.019531
	Iteration 9Q: 3 clusters Score -242671.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -242683.000000 Penalty: 3820.019531
	Iteration 10Q: 3 clusters Score -242683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -242690.281250 Penalty: 3820.019531
	Iteration 11Q: 3 clusters Score -242690.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -242696.078125 Penalty: 3820.019531
	Iteration 12Q: 3 clusters Score -242696.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -242701.687500 Penalty: 3820.019531
	Iteration 13Q: 3 clusters Score -242701.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -242702.890625 Penalty: 3820.019531
	Iteration 14Q: 3 clusters Score -242702.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -242705.468750 Penalty: 3820.019531
	Iteration 15Q: 3 clusters Score -242705.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -242708.203125 Penalty: 3820.019531
	Iteration 16Q: 3 clusters Score -242708.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -242709.953125 Penalty: 3820.019531
	Iteration 17Q: 3 clusters Score -242710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -242711.187500 Penalty: 3820.019531
	Iteration 18Q: 3 clusters Score -242711.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -242712.312500 Penalty: 3820.019531
	Iteration 19Q: 3 clusters Score -242712.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -242713.968750 Penalty: 3820.019531
	Iteration 20F: 3 clusters Score -242714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (14329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Entering Unmasked Estep 
Score: -1540845.875000 Penalty: 2373.370117
	Iteration 0F: 2 clusters Score -1540846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1530492.500000 Penalty: 4746.740234
	Iteration 0F: 3 clusters Score -1530492 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1533815.250000 Penalty: 4746.740234
	Iteration 1F: 3 clusters Score -1533815 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1534452.375000 Penalty: 4746.740234
	Iteration 2F: 3 clusters Score -1534452 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1535235.375000 Penalty: 4746.740234
	Iteration 3F: 3 clusters Score -1535235 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1536002.125000 Penalty: 4746.740234
	Iteration 4F: 3 clusters Score -1536002 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1536696.500000 Penalty: 4746.740234
	Iteration 5F: 3 clusters Score -1536696 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1537258.250000 Penalty: 4746.740234
	Iteration 6F: 3 clusters Score -1537258 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1537729.125000 Penalty: 4746.740234
	Iteration 7F: 3 clusters Score -1537729 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1538130.000000 Penalty: 4746.740234
	Iteration 8Q: 3 clusters Score -1538130 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1538449.250000 Penalty: 4746.740234
	Iteration 9Q: 3 clusters Score -1538449 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1538702.250000 Penalty: 4746.740234
	Iteration 10Q: 3 clusters Score -1538702 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1538868.750000 Penalty: 4746.740234
	Iteration 11Q: 3 clusters Score -1538869 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1538957.875000 Penalty: 4746.740234
	Iteration 12Q: 3 clusters Score -1538958 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1539011.750000 Penalty: 4746.740234
	Iteration 13Q: 3 clusters Score -1539012 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1539050.500000 Penalty: 4746.740234
	Iteration 14Q: 3 clusters Score -1539050 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1539070.375000 Penalty: 4746.740234
	Iteration 15Q: 3 clusters Score -1539070 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1539082.500000 Penalty: 4746.740234
	Iteration 16Q: 3 clusters Score -1539082 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1539104.500000 Penalty: 4746.740234
	Iteration 17Q: 3 clusters Score -1539104 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1539125.375000 Penalty: 4746.740234
	Iteration 18Q: 3 clusters Score -1539125 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1539134.625000 Penalty: 4746.740234
	Iteration 19Q: 3 clusters Score -1539135 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1539143.750000 Penalty: 4746.740234
	Iteration 20F: 3 clusters Score -1539144 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1539157.500000 Penalty: 4746.740234
	Iteration 21Q: 3 clusters Score -1539158 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1539171.875000 Penalty: 4746.740234
	Iteration 22Q: 3 clusters Score -1539172 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1539180.875000 Penalty: 4746.740234
	Iteration 23Q: 3 clusters Score -1539181 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1539191.125000 Penalty: 4746.740234
	Iteration 24Q: 3 clusters Score -1539191 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1539203.875000 Penalty: 4746.740234
	Iteration 25Q: 3 clusters Score -1539204 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1539222.000000 Penalty: 4746.740234
	Iteration 26Q: 3 clusters Score -1539222 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1539236.750000 Penalty: 4746.740234
	Iteration 27Q: 3 clusters Score -1539237 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1539257.875000 Penalty: 4746.740234
	Iteration 28Q: 3 clusters Score -1539258 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1539272.125000 Penalty: 4746.740234
	Iteration 29Q: 3 clusters Score -1539272 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1539302.875000 Penalty: 4746.740234
	Iteration 30Q: 3 clusters Score -1539303 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1539331.375000 Penalty: 4746.740234
	Iteration 31Q: 3 clusters Score -1539331 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1539366.125000 Penalty: 4746.740234
	Iteration 32Q: 3 clusters Score -1539366 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1539387.875000 Penalty: 4746.740234
	Iteration 33Q: 3 clusters Score -1539388 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1539407.625000 Penalty: 4746.740234
	Iteration 34Q: 3 clusters Score -1539408 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1539439.625000 Penalty: 4746.740234
	Iteration 35Q: 3 clusters Score -1539440 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1539466.500000 Penalty: 4746.740234
	Iteration 36Q: 3 clusters Score -1539466 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1539492.125000 Penalty: 4746.740234
	Iteration 37Q: 3 clusters Score -1539492 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1539519.375000 Penalty: 4746.740234
	Iteration 38Q: 3 clusters Score -1539519 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1539538.625000 Penalty: 4746.740234
	Iteration 39Q: 3 clusters Score -1539539 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1539561.625000 Penalty: 4746.740234
	Iteration 40F: 3 clusters Score -1539562 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1539587.875000 Penalty: 4746.740234
	Iteration 41Q: 3 clusters Score -1539588 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1539609.250000 Penalty: 4746.740234
	Iteration 42Q: 3 clusters Score -1539609 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1539630.625000 Penalty: 4746.740234
	Iteration 43Q: 3 clusters Score -1539631 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1539653.250000 Penalty: 4746.740234
	Iteration 44Q: 3 clusters Score -1539653 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1539662.000000 Penalty: 4746.740234
	Iteration 45Q: 3 clusters Score -1539662 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1539671.000000 Penalty: 4746.740234
	Iteration 46Q: 3 clusters Score -1539671 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1539675.625000 Penalty: 4746.740234
	Iteration 47Q: 3 clusters Score -1539676 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1539682.500000 Penalty: 4746.740234
	Iteration 48Q: 3 clusters Score -1539682 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1539686.250000 Penalty: 4746.740234
	Iteration 49Q: 3 clusters Score -1539686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1539688.875000 Penalty: 4746.740234
	Iteration 50Q: 3 clusters Score -1539689 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1539691.375000 Penalty: 4746.740234
	Iteration 51Q: 3 clusters Score -1539691 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1539702.375000 Penalty: 4746.740234
	Iteration 52Q: 3 clusters Score -1539702 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1539706.125000 Penalty: 4746.740234
	Iteration 53Q: 3 clusters Score -1539706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1539707.375000 Penalty: 4746.740234
	Iteration 54Q: 3 clusters Score -1539707 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1539708.000000 Penalty: 4746.740234
	Iteration 55Q: 3 clusters Score -1539708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1539716.500000 Penalty: 4746.740234
	Iteration 56Q: 3 clusters Score -1539716 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1539724.125000 Penalty: 4746.740234
	Iteration 57Q: 3 clusters Score -1539724 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1539731.500000 Penalty: 4746.740234
	Iteration 58Q: 3 clusters Score -1539732 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1539740.250000 Penalty: 4746.740234
	Iteration 59Q: 3 clusters Score -1539740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1539741.375000 Penalty: 4746.740234
	Iteration 60F: 3 clusters Score -1539741 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1539748.250000 Penalty: 4746.740234
	Iteration 61Q: 3 clusters Score -1539748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1539748.625000 Penalty: 4746.740234
	Iteration 62Q: 3 clusters Score -1539749 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1539751.875000 Penalty: 4746.740234
	Iteration 63Q: 3 clusters Score -1539752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1539750.750000 Penalty: 4746.740234
	Iteration 64Q: 3 clusters Score -1539751 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1539756.000000 Penalty: 4746.740234
	Iteration 65Q: 3 clusters Score -1539756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1539759.500000 Penalty: 4746.740234
	Iteration 66Q: 3 clusters Score -1539760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1539762.375000 Penalty: 4746.740234
	Iteration 67Q: 3 clusters Score -1539762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1539763.500000 Penalty: 4746.740234
	Iteration 68Q: 3 clusters Score -1539764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1539765.250000 Penalty: 4746.740234
	Iteration 69Q: 3 clusters Score -1539765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1539767.875000 Penalty: 4746.740234
	Iteration 70Q: 3 clusters Score -1539768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1539767.125000 Penalty: 4746.740234
	Iteration 71Q: 3 clusters Score -1539767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1539770.750000 Penalty: 4746.740234
	Iteration 72Q: 3 clusters Score -1539771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1539770.625000 Penalty: 4746.740234
	Iteration 73Q: 3 clusters Score -1539771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1539773.875000 Penalty: 4746.740234
	Iteration 74Q: 3 clusters Score -1539774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1539775.750000 Penalty: 4746.740234
	Iteration 75Q: 3 clusters Score -1539776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1539778.000000 Penalty: 4746.740234
	Iteration 76Q: 3 clusters Score -1539778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1539782.875000 Penalty: 4746.740234
	Iteration 77Q: 3 clusters Score -1539783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1539782.000000 Penalty: 4746.740234
	Iteration 78Q: 3 clusters Score -1539782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1539780.750000 Penalty: 4746.740234
	Iteration 79Q: 3 clusters Score -1539781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1539779.750000 Penalty: 4746.740234
	Iteration 80F: 3 clusters Score -1539780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1539780.875000 Penalty: 4746.740234
	Iteration 81Q: 3 clusters Score -1539781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1539782.250000 Penalty: 4746.740234
	Iteration 82Q: 3 clusters Score -1539782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1539783.500000 Penalty: 4746.740234
	Iteration 83Q: 3 clusters Score -1539784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1539784.125000 Penalty: 4746.740234
	Iteration 84Q: 3 clusters Score -1539784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1539779.125000 Penalty: 4746.740234
	Iteration 85Q: 3 clusters Score -1539779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1539786.125000 Penalty: 4746.740234
	Iteration 86Q: 3 clusters Score -1539786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1539786.250000 Penalty: 4746.740234
	Iteration 87Q: 3 clusters Score -1539786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1539790.125000 Penalty: 4746.740234
	Iteration 88Q: 3 clusters Score -1539790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1539792.250000 Penalty: 4746.740234
	Iteration 89Q: 3 clusters Score -1539792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1539792.375000 Penalty: 4746.740234
	Iteration 90Q: 3 clusters Score -1539792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1539790.250000 Penalty: 4746.740234
	Iteration 91Q: 3 clusters Score -1539790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1539791.375000 Penalty: 4746.740234
	Iteration 92Q: 3 clusters Score -1539791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1539792.750000 Penalty: 4746.740234
	Iteration 93Q: 3 clusters Score -1539793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1539793.000000 Penalty: 4746.740234
	Iteration 94Q: 3 clusters Score -1539793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1539791.500000 Penalty: 4746.740234
	Iteration 95Q: 3 clusters Score -1539792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1539795.375000 Penalty: 4746.740234
	Iteration 96Q: 3 clusters Score -1539795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1539793.375000 Penalty: 4746.740234
	Iteration 97Q: 3 clusters Score -1539793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1539793.375000 Penalty: 4746.740234
	Iteration 98F: 3 clusters Score -1539793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (22830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Entering Unmasked Estep 
Score: -2392034.500000 Penalty: 2488.885986
	Iteration 0F: 2 clusters Score -2392034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -2376186.750000 Penalty: 4977.771973
	Iteration 0F: 3 clusters Score -2376187 nChanged 10210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -2381620.750000 Penalty: 4977.771973
	Iteration 1F: 3 clusters Score -2381621 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -2382068.500000 Penalty: 4977.771973
	Iteration 2F: 3 clusters Score -2382068 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -2382524.250000 Penalty: 4977.771973
	Iteration 3Q: 3 clusters Score -2382524 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -2382984.500000 Penalty: 4977.771973
	Iteration 4Q: 3 clusters Score -2382984 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -2383446.500000 Penalty: 4977.771973
	Iteration 5Q: 3 clusters Score -2383446 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -2383930.500000 Penalty: 4977.771973
	Iteration 6Q: 3 clusters Score -2383930 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -2384533.750000 Penalty: 4977.771973
	Iteration 7Q: 3 clusters Score -2384534 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -2385351.750000 Penalty: 4977.771973
	Iteration 8F: 3 clusters Score -2385352 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2386275.500000 Penalty: 4977.771973
	Iteration 9F: 3 clusters Score -2386276 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -2387075.250000 Penalty: 4977.771973
	Iteration 10Q: 3 clusters Score -2387075 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2387683.500000 Penalty: 4977.771973
	Iteration 11Q: 3 clusters Score -2387684 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -2388110.750000 Penalty: 4977.771973
	Iteration 12Q: 3 clusters Score -2388111 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -2388388.000000 Penalty: 4977.771973
	Iteration 13Q: 3 clusters Score -2388388 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -2388587.750000 Penalty: 4977.771973
	Iteration 14Q: 3 clusters Score -2388588 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -2388757.000000 Penalty: 4977.771973
	Iteration 15Q: 3 clusters Score -2388757 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -2388883.500000 Penalty: 4977.771973
	Iteration 16Q: 3 clusters Score -2388884 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2389007.500000 Penalty: 4977.771973
	Iteration 17Q: 3 clusters Score -2389008 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -2389108.750000 Penalty: 4977.771973
	Iteration 18Q: 3 clusters Score -2389109 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -2389175.750000 Penalty: 4977.771973
	Iteration 19Q: 3 clusters Score -2389176 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -2389214.750000 Penalty: 4977.771973
	Iteration 20F: 3 clusters Score -2389215 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -2389256.000000 Penalty: 4977.771973
	Iteration 21Q: 3 clusters Score -2389256 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -2389288.250000 Penalty: 4977.771973
	Iteration 22Q: 3 clusters Score -2389288 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -2389308.250000 Penalty: 4977.771973
	Iteration 23Q: 3 clusters Score -2389308 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -2389323.250000 Penalty: 4977.771973
	Iteration 24Q: 3 clusters Score -2389323 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -2389346.500000 Penalty: 4977.771973
	Iteration 25Q: 3 clusters Score -2389346 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -2389359.000000 Penalty: 4977.771973
	Iteration 26Q: 3 clusters Score -2389359 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -2389370.500000 Penalty: 4977.771973
	Iteration 27Q: 3 clusters Score -2389370 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -2389382.750000 Penalty: 4977.771973
	Iteration 28Q: 3 clusters Score -2389383 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -2389400.000000 Penalty: 4977.771973
	Iteration 29Q: 3 clusters Score -2389400 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -2389402.500000 Penalty: 4977.771973
	Iteration 30Q: 3 clusters Score -2389402 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -2389406.000000 Penalty: 4977.771973
	Iteration 31Q: 3 clusters Score -2389406 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -2389415.000000 Penalty: 4977.771973
	Iteration 32Q: 3 clusters Score -2389415 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -2389418.250000 Penalty: 4977.771973
	Iteration 33Q: 3 clusters Score -2389418 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -2389425.250000 Penalty: 4977.771973
	Iteration 34Q: 3 clusters Score -2389425 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -2389431.500000 Penalty: 4977.771973
	Iteration 35Q: 3 clusters Score -2389432 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -2389435.250000 Penalty: 4977.771973
	Iteration 36Q: 3 clusters Score -2389435 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -2389436.000000 Penalty: 4977.771973
	Iteration 37Q: 3 clusters Score -2389436 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -2389449.250000 Penalty: 4977.771973
	Iteration 38Q: 3 clusters Score -2389449 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -2389459.000000 Penalty: 4977.771973
	Iteration 39Q: 3 clusters Score -2389459 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -2389471.750000 Penalty: 4977.771973
	Iteration 40F: 3 clusters Score -2389472 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -2389472.750000 Penalty: 4977.771973
	Iteration 41Q: 3 clusters Score -2389473 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -2389476.000000 Penalty: 4977.771973
	Iteration 42Q: 3 clusters Score -2389476 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -2389485.250000 Penalty: 4977.771973
	Iteration 43Q: 3 clusters Score -2389485 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -2389492.750000 Penalty: 4977.771973
	Iteration 44Q: 3 clusters Score -2389493 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -2389492.750000 Penalty: 4977.771973
	Iteration 45Q: 3 clusters Score -2389493 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -2389493.000000 Penalty: 4977.771973
	Iteration 46Q: 3 clusters Score -2389493 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -2389499.750000 Penalty: 4977.771973
	Iteration 47Q: 3 clusters Score -2389500 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -2389507.750000 Penalty: 4977.771973
	Iteration 48Q: 3 clusters Score -2389508 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -2389512.500000 Penalty: 4977.771973
	Iteration 49Q: 3 clusters Score -2389512 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -2389521.250000 Penalty: 4977.771973
	Iteration 50Q: 3 clusters Score -2389521 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -2389520.250000 Penalty: 4977.771973
	Iteration 51Q: 3 clusters Score -2389520 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2389533.500000 Penalty: 4977.771973
	Iteration 52Q: 3 clusters Score -2389534 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -2389531.000000 Penalty: 4977.771973
	Iteration 53Q: 3 clusters Score -2389531 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -2389536.250000 Penalty: 4977.771973
	Iteration 54Q: 3 clusters Score -2389536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -2389531.500000 Penalty: 4977.771973
	Iteration 55Q: 3 clusters Score -2389532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -2389535.250000 Penalty: 4977.771973
	Iteration 56Q: 3 clusters Score -2389535 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -2389544.000000 Penalty: 4977.771973
	Iteration 57Q: 3 clusters Score -2389544 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -2389546.250000 Penalty: 4977.771973
	Iteration 58Q: 3 clusters Score -2389546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -2389548.000000 Penalty: 4977.771973
	Iteration 59Q: 3 clusters Score -2389548 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -2389546.750000 Penalty: 4977.771973
	Iteration 60F: 3 clusters Score -2389547 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -2389553.750000 Penalty: 4977.771973
	Iteration 61Q: 3 clusters Score -2389554 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -2389560.250000 Penalty: 4977.771973
	Iteration 62Q: 3 clusters Score -2389560 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -2389570.250000 Penalty: 4977.771973
	Iteration 63Q: 3 clusters Score -2389570 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -2389583.750000 Penalty: 4977.771973
	Iteration 64Q: 3 clusters Score -2389584 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -2389576.750000 Penalty: 4977.771973
	Iteration 65Q: 3 clusters Score -2389577 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -2389585.750000 Penalty: 4977.771973
	Iteration 66Q: 3 clusters Score -2389586 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -2389590.500000 Penalty: 4977.771973
	Iteration 67Q: 3 clusters Score -2389590 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -2389596.250000 Penalty: 4977.771973
	Iteration 68Q: 3 clusters Score -2389596 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -2389605.500000 Penalty: 4977.771973
	Iteration 69Q: 3 clusters Score -2389606 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -2389610.500000 Penalty: 4977.771973
	Iteration 70Q: 3 clusters Score -2389610 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -2389613.500000 Penalty: 4977.771973
	Iteration 71Q: 3 clusters Score -2389614 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -2389618.500000 Penalty: 4977.771973
	Iteration 72Q: 3 clusters Score -2389618 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -2389638.500000 Penalty: 4977.771973
	Iteration 73Q: 3 clusters Score -2389638 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -2389648.000000 Penalty: 4977.771973
	Iteration 74Q: 3 clusters Score -2389648 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -2389669.250000 Penalty: 4977.771973
	Iteration 75Q: 3 clusters Score -2389669 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -2389681.000000 Penalty: 4977.771973
	Iteration 76Q: 3 clusters Score -2389681 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -2389703.000000 Penalty: 4977.771973
	Iteration 77Q: 3 clusters Score -2389703 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -2389713.250000 Penalty: 4977.771973
	Iteration 78Q: 3 clusters Score -2389713 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -2389730.750000 Penalty: 4977.771973
	Iteration 79Q: 3 clusters Score -2389731 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -2389749.000000 Penalty: 4977.771973
	Iteration 80F: 3 clusters Score -2389749 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -2389763.500000 Penalty: 4977.771973
	Iteration 81Q: 3 clusters Score -2389764 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2389789.000000 Penalty: 4977.771973
	Iteration 82Q: 3 clusters Score -2389789 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -2389809.250000 Penalty: 4977.771973
	Iteration 83Q: 3 clusters Score -2389809 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -2389838.000000 Penalty: 4977.771973
	Iteration 84Q: 3 clusters Score -2389838 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -2389846.750000 Penalty: 4977.771973
	Iteration 85Q: 3 clusters Score -2389847 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -2389860.000000 Penalty: 4977.771973
	Iteration 86Q: 3 clusters Score -2389860 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -2389878.750000 Penalty: 4977.771973
	Iteration 87Q: 3 clusters Score -2389879 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -2389899.750000 Penalty: 4977.771973
	Iteration 88Q: 3 clusters Score -2389900 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -2389918.000000 Penalty: 4977.771973
	Iteration 89Q: 3 clusters Score -2389918 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -2389923.500000 Penalty: 4977.771973
	Iteration 90Q: 3 clusters Score -2389924 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -2389952.000000 Penalty: 4977.771973
	Iteration 91Q: 3 clusters Score -2389952 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -2389970.250000 Penalty: 4977.771973
	Iteration 92Q: 3 clusters Score -2389970 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -2389991.250000 Penalty: 4977.771973
	Iteration 93Q: 3 clusters Score -2389991 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2390003.250000 Penalty: 4977.771973
	Iteration 94Q: 3 clusters Score -2390003 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -2390012.000000 Penalty: 4977.771973
	Iteration 95Q: 3 clusters Score -2390012 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -2390032.000000 Penalty: 4977.771973
	Iteration 96Q: 3 clusters Score -2390032 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2390053.250000 Penalty: 4977.771973
	Iteration 97Q: 3 clusters Score -2390053 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2390066.750000 Penalty: 4977.771973
	Iteration 98Q: 3 clusters Score -2390067 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2390078.000000 Penalty: 4977.771973
	Iteration 99Q: 3 clusters Score -2390078 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -2390091.250000 Penalty: 4977.771973
	Iteration 100F: 3 clusters Score -2390091 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2390096.000000 Penalty: 4977.771973
	Iteration 101Q: 3 clusters Score -2390096 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -2390098.500000 Penalty: 4977.771973
	Iteration 102Q: 3 clusters Score -2390098 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2390103.500000 Penalty: 4977.771973
	Iteration 103Q: 3 clusters Score -2390104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2390106.250000 Penalty: 4977.771973
	Iteration 104Q: 3 clusters Score -2390106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2390111.000000 Penalty: 4977.771973
	Iteration 105Q: 3 clusters Score -2390111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2390115.750000 Penalty: 4977.771973
	Iteration 106Q: 3 clusters Score -2390116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2390109.000000 Penalty: 4977.771973
	Iteration 107Q: 3 clusters Score -2390109 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2390123.250000 Penalty: 4977.771973
	Iteration 108Q: 3 clusters Score -2390123 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2390129.500000 Penalty: 4977.771973
	Iteration 109Q: 3 clusters Score -2390130 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2390136.250000 Penalty: 4977.771973
	Iteration 110Q: 3 clusters Score -2390136 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2390138.000000 Penalty: 4977.771973
	Iteration 111Q: 3 clusters Score -2390138 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2390146.500000 Penalty: 4977.771973
	Iteration 112Q: 3 clusters Score -2390146 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2390146.000000 Penalty: 4977.771973
	Iteration 113Q: 3 clusters Score -2390146 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2390158.000000 Penalty: 4977.771973
	Iteration 114Q: 3 clusters Score -2390158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2390163.000000 Penalty: 4977.771973
	Iteration 115Q: 3 clusters Score -2390163 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2390168.750000 Penalty: 4977.771973
	Iteration 116Q: 3 clusters Score -2390169 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2390173.250000 Penalty: 4977.771973
	Iteration 117Q: 3 clusters Score -2390173 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2390178.000000 Penalty: 4977.771973
	Iteration 118Q: 3 clusters Score -2390178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2390183.500000 Penalty: 4977.771973
	Iteration 119Q: 3 clusters Score -2390184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2390187.000000 Penalty: 4977.771973
	Iteration 120F: 3 clusters Score -2390187 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2390191.250000 Penalty: 4977.771973
	Iteration 121Q: 3 clusters Score -2390191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2390194.500000 Penalty: 4977.771973
	Iteration 122Q: 3 clusters Score -2390194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2390194.000000 Penalty: 4977.771973
	Iteration 123Q: 3 clusters Score -2390194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2390195.250000 Penalty: 4977.771973
	Iteration 124Q: 3 clusters Score -2390195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2390194.750000 Penalty: 4977.771973
	Iteration 125Q: 3 clusters Score -2390195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2390193.250000 Penalty: 4977.771973
	Iteration 126Q: 3 clusters Score -2390193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2390195.750000 Penalty: 4977.771973
	Iteration 127Q: 3 clusters Score -2390196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2390196.000000 Penalty: 4977.771973
	Iteration 128Q: 3 clusters Score -2390196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2390195.250000 Penalty: 4977.771973
	Iteration 129Q: 3 clusters Score -2390195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2390196.500000 Penalty: 4977.771973
	Iteration 130Q: 3 clusters Score -2390196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2390200.750000 Penalty: 4977.771973
	Iteration 131Q: 3 clusters Score -2390201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2390199.250000 Penalty: 4977.771973
	Iteration 132Q: 3 clusters Score -2390199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2390199.250000 Penalty: 4977.771973
	Iteration 133F: 3 clusters Score -2390199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Entering Unmasked Estep 
Score: -326843.875000 Penalty: 1991.218506
	Iteration 0F: 2 clusters Score -326843.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -323536.281250 Penalty: 3982.437012
	Iteration 0F: 3 clusters Score -323536.3 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -324238.843750 Penalty: 3982.437012
	Iteration 1F: 3 clusters Score -324238.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -324422.562500 Penalty: 3982.437012
	Iteration 2F: 3 clusters Score -324422.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -324540.625000 Penalty: 3982.437012
	Iteration 3F: 3 clusters Score -324540.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -324628.593750 Penalty: 3982.437012
	Iteration 4Q: 3 clusters Score -324628.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -324695.593750 Penalty: 3982.437012
	Iteration 5Q: 3 clusters Score -324695.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -324764.500000 Penalty: 3982.437012
	Iteration 6Q: 3 clusters Score -324764.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -324839.468750 Penalty: 3982.437012
	Iteration 7Q: 3 clusters Score -324839.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -324894.218750 Penalty: 3982.437012
	Iteration 8Q: 3 clusters Score -324894.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -324942.750000 Penalty: 3982.437012
	Iteration 9Q: 3 clusters Score -324942.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -324991.718750 Penalty: 3982.437012
	Iteration 10Q: 3 clusters Score -324991.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -325043.937500 Penalty: 3982.437012
	Iteration 11Q: 3 clusters Score -325043.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -325096.031250 Penalty: 3982.437012
	Iteration 12Q: 3 clusters Score -325096 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -325132.562500 Penalty: 3982.437012
	Iteration 13Q: 3 clusters Score -325132.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -325158.062500 Penalty: 3982.437012
	Iteration 14Q: 3 clusters Score -325158.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -325179.843750 Penalty: 3982.437012
	Iteration 15Q: 3 clusters Score -325179.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -325198.718750 Penalty: 3982.437012
	Iteration 16Q: 3 clusters Score -325198.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -325214.593750 Penalty: 3982.437012
	Iteration 17Q: 3 clusters Score -325214.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -325227.000000 Penalty: 3982.437012
	Iteration 18Q: 3 clusters Score -325227 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -325239.218750 Penalty: 3982.437012
	Iteration 19Q: 3 clusters Score -325239.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -325248.437500 Penalty: 3982.437012
	Iteration 20F: 3 clusters Score -325248.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -325257.781250 Penalty: 3982.437012
	Iteration 21Q: 3 clusters Score -325257.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -325266.250000 Penalty: 3982.437012
	Iteration 22Q: 3 clusters Score -325266.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -325269.562500 Penalty: 3982.437012
	Iteration 23Q: 3 clusters Score -325269.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -325270.187500 Penalty: 3982.437012
	Iteration 24Q: 3 clusters Score -325270.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -325272.656250 Penalty: 3982.437012
	Iteration 25Q: 3 clusters Score -325272.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -325274.687500 Penalty: 3982.437012
	Iteration 26Q: 3 clusters Score -325274.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -325276.343750 Penalty: 3982.437012
	Iteration 27Q: 3 clusters Score -325276.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -325278.062500 Penalty: 3982.437012
	Iteration 28Q: 3 clusters Score -325278.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -325278.781250 Penalty: 3982.437012
	Iteration 29Q: 3 clusters Score -325278.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -325279.062500 Penalty: 3982.437012
	Iteration 30Q: 3 clusters Score -325279.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -325280.156250 Penalty: 3982.437012
	Iteration 31Q: 3 clusters Score -325280.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -325280.156250 Penalty: 3982.437012
	Iteration 32F: 3 clusters Score -325280.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (13403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Entering Unmasked Estep 
Score: -1412222.750000 Penalty: 2356.802002
	Iteration 0F: 2 clusters Score -1412223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1402434.375000 Penalty: 4713.604004
	Iteration 0F: 3 clusters Score -1402434 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1405445.500000 Penalty: 4713.604004
	Iteration 1F: 3 clusters Score -1405446 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1405762.875000 Penalty: 4713.604004
	Iteration 2F: 3 clusters Score -1405763 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1405978.250000 Penalty: 4713.604004
	Iteration 3Q: 3 clusters Score -1405978 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1406126.125000 Penalty: 4713.604004
	Iteration 4Q: 3 clusters Score -1406126 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1406264.875000 Penalty: 4713.604004
	Iteration 5Q: 3 clusters Score -1406265 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1406409.625000 Penalty: 4713.604004
	Iteration 6Q: 3 clusters Score -1406410 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1406579.500000 Penalty: 4713.604004
	Iteration 7Q: 3 clusters Score -1406580 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1406768.875000 Penalty: 4713.604004
	Iteration 8Q: 3 clusters Score -1406769 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1406995.250000 Penalty: 4713.604004
	Iteration 9Q: 3 clusters Score -1406995 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1407242.375000 Penalty: 4713.604004
	Iteration 10Q: 3 clusters Score -1407242 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1407502.750000 Penalty: 4713.604004
	Iteration 11Q: 3 clusters Score -1407503 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1407771.625000 Penalty: 4713.604004
	Iteration 12Q: 3 clusters Score -1407772 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1408025.750000 Penalty: 4713.604004
	Iteration 13Q: 3 clusters Score -1408026 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1408258.875000 Penalty: 4713.604004
	Iteration 14Q: 3 clusters Score -1408259 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1408488.500000 Penalty: 4713.604004
	Iteration 15Q: 3 clusters Score -1408488 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1408771.250000 Penalty: 4713.604004
	Iteration 16Q: 3 clusters Score -1408771 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1409071.375000 Penalty: 4713.604004
	Iteration 17Q: 3 clusters Score -1409071 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1409389.750000 Penalty: 4713.604004
	Iteration 18Q: 3 clusters Score -1409390 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1409680.750000 Penalty: 4713.604004
	Iteration 19Q: 3 clusters Score -1409681 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1409925.750000 Penalty: 4713.604004
	Iteration 20F: 3 clusters Score -1409926 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1410135.125000 Penalty: 4713.604004
	Iteration 21Q: 3 clusters Score -1410135 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1410288.625000 Penalty: 4713.604004
	Iteration 22Q: 3 clusters Score -1410289 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1410404.500000 Penalty: 4713.604004
	Iteration 23Q: 3 clusters Score -1410404 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1410490.250000 Penalty: 4713.604004
	Iteration 24Q: 3 clusters Score -1410490 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1410559.000000 Penalty: 4713.604004
	Iteration 25Q: 3 clusters Score -1410559 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1410613.625000 Penalty: 4713.604004
	Iteration 26Q: 3 clusters Score -1410614 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1410651.000000 Penalty: 4713.604004
	Iteration 27Q: 3 clusters Score -1410651 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1410682.875000 Penalty: 4713.604004
	Iteration 28Q: 3 clusters Score -1410683 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1410704.750000 Penalty: 4713.604004
	Iteration 29Q: 3 clusters Score -1410705 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1410726.500000 Penalty: 4713.604004
	Iteration 30Q: 3 clusters Score -1410726 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1410746.625000 Penalty: 4713.604004
	Iteration 31Q: 3 clusters Score -1410747 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1410767.875000 Penalty: 4713.604004
	Iteration 32Q: 3 clusters Score -1410768 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1410784.125000 Penalty: 4713.604004
	Iteration 33Q: 3 clusters Score -1410784 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1410790.750000 Penalty: 4713.604004
	Iteration 34Q: 3 clusters Score -1410791 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1410798.250000 Penalty: 4713.604004
	Iteration 35Q: 3 clusters Score -1410798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1410800.000000 Penalty: 4713.604004
	Iteration 36Q: 3 clusters Score -1410800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1410799.750000 Penalty: 4713.604004
	Iteration 37Q: 3 clusters Score -1410800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1410805.500000 Penalty: 4713.604004
	Iteration 38Q: 3 clusters Score -1410806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1410810.875000 Penalty: 4713.604004
	Iteration 39Q: 3 clusters Score -1410811 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1410818.125000 Penalty: 4713.604004
	Iteration 40F: 3 clusters Score -1410818 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1410823.875000 Penalty: 4713.604004
	Iteration 41Q: 3 clusters Score -1410824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1410826.750000 Penalty: 4713.604004
	Iteration 42Q: 3 clusters Score -1410827 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1410829.375000 Penalty: 4713.604004
	Iteration 43Q: 3 clusters Score -1410829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1410836.375000 Penalty: 4713.604004
	Iteration 44Q: 3 clusters Score -1410836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1410833.250000 Penalty: 4713.604004
	Iteration 45Q: 3 clusters Score -1410833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1410834.375000 Penalty: 4713.604004
	Iteration 46Q: 3 clusters Score -1410834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1410836.625000 Penalty: 4713.604004
	Iteration 47Q: 3 clusters Score -1410837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1410840.500000 Penalty: 4713.604004
	Iteration 48Q: 3 clusters Score -1410840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1410837.250000 Penalty: 4713.604004
	Iteration 49Q: 3 clusters Score -1410837 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1410845.625000 Penalty: 4713.604004
	Iteration 50Q: 3 clusters Score -1410846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1410845.875000 Penalty: 4713.604004
	Iteration 51Q: 3 clusters Score -1410846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1410847.375000 Penalty: 4713.604004
	Iteration 52Q: 3 clusters Score -1410847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1410849.625000 Penalty: 4713.604004
	Iteration 53Q: 3 clusters Score -1410850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1410855.750000 Penalty: 4713.604004
	Iteration 54Q: 3 clusters Score -1410856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1410856.250000 Penalty: 4713.604004
	Iteration 55Q: 3 clusters Score -1410856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1410856.625000 Penalty: 4713.604004
	Iteration 56Q: 3 clusters Score -1410857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1410860.125000 Penalty: 4713.604004
	Iteration 57Q: 3 clusters Score -1410860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1410863.625000 Penalty: 4713.604004
	Iteration 58Q: 3 clusters Score -1410864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1410861.750000 Penalty: 4713.604004
	Iteration 59Q: 3 clusters Score -1410862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1410861.750000 Penalty: 4713.604004
	Iteration 60F: 3 clusters Score -1410862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1410866.500000 Penalty: 4713.604004
	Iteration 61Q: 3 clusters Score -1410866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1410865.250000 Penalty: 4713.604004
	Iteration 62Q: 3 clusters Score -1410865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1410867.750000 Penalty: 4713.604004
	Iteration 63Q: 3 clusters Score -1410868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1410867.125000 Penalty: 4713.604004
	Iteration 64Q: 3 clusters Score -1410867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1410866.000000 Penalty: 4713.604004
	Iteration 65Q: 3 clusters Score -1410866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1410866.000000 Penalty: 4713.604004
	Iteration 66F: 3 clusters Score -1410866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (8062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Entering Unmasked Estep 
Score: -852586.437500 Penalty: 2230.739502
	Iteration 0F: 2 clusters Score -852586.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -846139.187500 Penalty: 4461.479004
	Iteration 0F: 3 clusters Score -846139.2 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -847943.187500 Penalty: 4461.479004
	Iteration 1F: 3 clusters Score -847943.2 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -848462.000000 Penalty: 4461.479004
	Iteration 2F: 3 clusters Score -848462 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -848901.312500 Penalty: 4461.479004
	Iteration 3F: 3 clusters Score -848901.3 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -849306.562500 Penalty: 4461.479004
	Iteration 4F: 3 clusters Score -849306.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -849710.500000 Penalty: 4461.479004
	Iteration 5F: 3 clusters Score -849710.5 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -850184.000000 Penalty: 4461.479004
	Iteration 6F: 3 clusters Score -850184 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -850650.812500 Penalty: 4461.479004
	Iteration 7F: 3 clusters Score -850650.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -851013.125000 Penalty: 4461.479004
	Iteration 8F: 3 clusters Score -851013.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -851266.562500 Penalty: 4461.479004
	Iteration 9Q: 3 clusters Score -851266.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -851449.687500 Penalty: 4461.479004
	Iteration 10Q: 3 clusters Score -851449.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -851583.125000 Penalty: 4461.479004
	Iteration 11Q: 3 clusters Score -851583.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -851724.500000 Penalty: 4461.479004
	Iteration 12Q: 3 clusters Score -851724.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -851818.250000 Penalty: 4461.479004
	Iteration 13Q: 3 clusters Score -851818.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -851904.562500 Penalty: 4461.479004
	Iteration 14Q: 3 clusters Score -851904.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -851981.875000 Penalty: 4461.479004
	Iteration 15Q: 3 clusters Score -851981.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -852042.875000 Penalty: 4461.479004
	Iteration 16Q: 3 clusters Score -852042.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -852095.000000 Penalty: 4461.479004
	Iteration 17Q: 3 clusters Score -852095 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -852140.687500 Penalty: 4461.479004
	Iteration 18Q: 3 clusters Score -852140.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -852192.937500 Penalty: 4461.479004
	Iteration 19Q: 3 clusters Score -852192.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -852269.375000 Penalty: 4461.479004
	Iteration 20F: 3 clusters Score -852269.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -852363.437500 Penalty: 4461.479004
	Iteration 21Q: 3 clusters Score -852363.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -852452.375000 Penalty: 4461.479004
	Iteration 22Q: 3 clusters Score -852452.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -852504.437500 Penalty: 4461.479004
	Iteration 23Q: 3 clusters Score -852504.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -852522.625000 Penalty: 4461.479004
	Iteration 24Q: 3 clusters Score -852522.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -852527.750000 Penalty: 4461.479004
	Iteration 25Q: 3 clusters Score -852527.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -852530.312500 Penalty: 4461.479004
	Iteration 26Q: 3 clusters Score -852530.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -852536.375000 Penalty: 4461.479004
	Iteration 27Q: 3 clusters Score -852536.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -852539.250000 Penalty: 4461.479004
	Iteration 28Q: 3 clusters Score -852539.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -852538.812500 Penalty: 4461.479004
	Iteration 29Q: 3 clusters Score -852538.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -852539.312500 Penalty: 4461.479004
	Iteration 30Q: 3 clusters Score -852539.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -852539.312500 Penalty: 4461.479004
	Iteration 31F: 3 clusters Score -852539.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (67875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67875 members 
Entering Unmasked Estep 
Score: -7314137.500000 Penalty: 2759.104980
	Iteration 0F: 2 clusters Score -7314138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -7268606.000000 Penalty: 5518.209961
	Iteration 0F: 3 clusters Score -7268606 nChanged 31639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34739 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -7286631.500000 Penalty: 5518.209961
	Iteration 1F: 3 clusters Score -7286632 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -7287331.500000 Penalty: 5518.209961
	Iteration 2Q: 3 clusters Score -7287332 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -7288220.000000 Penalty: 5518.209961
	Iteration 3Q: 3 clusters Score -7288220 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37076 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -7289368.000000 Penalty: 5518.209961
	Iteration 4Q: 3 clusters Score -7289368 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38810 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -7290870.000000 Penalty: 5518.209961
	Iteration 5Q: 3 clusters Score -7290870 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -7292909.500000 Penalty: 5518.209961
	Iteration 6F: 3 clusters Score -7292910 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44684 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -7295769.500000 Penalty: 5518.209961
	Iteration 7F: 3 clusters Score -7295770 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48341 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -7298989.500000 Penalty: 5518.209961
	Iteration 8F: 3 clusters Score -7298990 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51936 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -7302437.000000 Penalty: 5518.209961
	Iteration 9F: 3 clusters Score -7302437 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54726 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -7305976.000000 Penalty: 5518.209961
	Iteration 10Q: 3 clusters Score -7305976 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56439 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -7308936.000000 Penalty: 5518.209961
	Iteration 11Q: 3 clusters Score -7308936 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57352 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -7310262.000000 Penalty: 5518.209961
	Iteration 12Q: 3 clusters Score -7310262 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58009 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -7310782.000000 Penalty: 5518.209961
	Iteration 13Q: 3 clusters Score -7310782 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58597 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -7311047.000000 Penalty: 5518.209961
	Iteration 14Q: 3 clusters Score -7311047 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59070 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -7311195.500000 Penalty: 5518.209961
	Iteration 15Q: 3 clusters Score -7311196 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59460 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -7311298.500000 Penalty: 5518.209961
	Iteration 16Q: 3 clusters Score -7311298 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59790 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -7311384.500000 Penalty: 5518.209961
	Iteration 17Q: 3 clusters Score -7311384 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60113 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -7311458.000000 Penalty: 5518.209961
	Iteration 18Q: 3 clusters Score -7311458 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60416 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -7311565.500000 Penalty: 5518.209961
	Iteration 19Q: 3 clusters Score -7311566 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60699 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -7311647.500000 Penalty: 5518.209961
	Iteration 20F: 3 clusters Score -7311648 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60944 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -7311706.000000 Penalty: 5518.209961
	Iteration 21Q: 3 clusters Score -7311706 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61179 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -7311757.500000 Penalty: 5518.209961
	Iteration 22Q: 3 clusters Score -7311758 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61389 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -7311777.000000 Penalty: 5518.209961
	Iteration 23Q: 3 clusters Score -7311777 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61576 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -7311839.000000 Penalty: 5518.209961
	Iteration 24Q: 3 clusters Score -7311839 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61759 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -7311878.000000 Penalty: 5518.209961
	Iteration 25Q: 3 clusters Score -7311878 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61943 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -7311926.000000 Penalty: 5518.209961
	Iteration 26Q: 3 clusters Score -7311926 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62115 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -7311969.500000 Penalty: 5518.209961
	Iteration 27Q: 3 clusters Score -7311970 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62279 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -7311973.500000 Penalty: 5518.209961
	Iteration 28Q: 3 clusters Score -7311974 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62423 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -7312003.500000 Penalty: 5518.209961
	Iteration 29Q: 3 clusters Score -7312004 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62557 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -7312073.500000 Penalty: 5518.209961
	Iteration 30Q: 3 clusters Score -7312074 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62699 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -7312110.000000 Penalty: 5518.209961
	Iteration 31Q: 3 clusters Score -7312110 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62815 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -7312146.000000 Penalty: 5518.209961
	Iteration 32Q: 3 clusters Score -7312146 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62952 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -7312187.000000 Penalty: 5518.209961
	Iteration 33Q: 3 clusters Score -7312187 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63092 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -7312206.500000 Penalty: 5518.209961
	Iteration 34Q: 3 clusters Score -7312206 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63235 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -7312255.000000 Penalty: 5518.209961
	Iteration 35Q: 3 clusters Score -7312255 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63378 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -7312288.500000 Penalty: 5518.209961
	Iteration 36Q: 3 clusters Score -7312288 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63520 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -7312338.000000 Penalty: 5518.209961
	Iteration 37Q: 3 clusters Score -7312338 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63648 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -7312366.500000 Penalty: 5518.209961
	Iteration 38Q: 3 clusters Score -7312366 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63753 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -7312417.500000 Penalty: 5518.209961
	Iteration 39Q: 3 clusters Score -7312418 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63855 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -7312433.500000 Penalty: 5518.209961
	Iteration 40F: 3 clusters Score -7312434 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63950 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -7312458.500000 Penalty: 5518.209961
	Iteration 41Q: 3 clusters Score -7312458 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64040 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -7312475.500000 Penalty: 5518.209961
	Iteration 42Q: 3 clusters Score -7312476 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64099 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -7312502.000000 Penalty: 5518.209961
	Iteration 43Q: 3 clusters Score -7312502 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64150 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -7312518.500000 Penalty: 5518.209961
	Iteration 44Q: 3 clusters Score -7312518 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64188 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -7312514.500000 Penalty: 5518.209961
	Iteration 45Q: 3 clusters Score -7312514 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64224 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -7312526.500000 Penalty: 5518.209961
	Iteration 46Q: 3 clusters Score -7312526 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64261 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -7312526.000000 Penalty: 5518.209961
	Iteration 47Q: 3 clusters Score -7312526 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64295 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -7312542.500000 Penalty: 5518.209961
	Iteration 48Q: 3 clusters Score -7312542 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64332 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -7312536.500000 Penalty: 5518.209961
	Iteration 49Q: 3 clusters Score -7312536 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64364 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -7312551.500000 Penalty: 5518.209961
	Iteration 50Q: 3 clusters Score -7312552 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64391 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -7312555.500000 Penalty: 5518.209961
	Iteration 51Q: 3 clusters Score -7312556 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64410 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -7312572.000000 Penalty: 5518.209961
	Iteration 52Q: 3 clusters Score -7312572 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64430 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -7312584.500000 Penalty: 5518.209961
	Iteration 53Q: 3 clusters Score -7312584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64442 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -7312584.000000 Penalty: 5518.209961
	Iteration 54Q: 3 clusters Score -7312584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64452 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -7312584.000000 Penalty: 5518.209961
	Iteration 55Q: 3 clusters Score -7312584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64463 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -7312588.500000 Penalty: 5518.209961
	Iteration 56Q: 3 clusters Score -7312588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64474 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -7312589.000000 Penalty: 5518.209961
	Iteration 57Q: 3 clusters Score -7312589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64483 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -7312583.500000 Penalty: 5518.209961
	Iteration 58Q: 3 clusters Score -7312584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64490 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -7312594.500000 Penalty: 5518.209961
	Iteration 59Q: 3 clusters Score -7312594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64499 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -7312585.500000 Penalty: 5518.209961
	Iteration 60F: 3 clusters Score -7312586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64511 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -7312585.000000 Penalty: 5518.209961
	Iteration 61Q: 3 clusters Score -7312585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64517 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -7312593.500000 Penalty: 5518.209961
	Iteration 62Q: 3 clusters Score -7312594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64523 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -7312597.000000 Penalty: 5518.209961
	Iteration 63Q: 3 clusters Score -7312597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64529 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -7312583.000000 Penalty: 5518.209961
	Iteration 64Q: 3 clusters Score -7312583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64533 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -7312589.000000 Penalty: 5518.209961
	Iteration 65Q: 3 clusters Score -7312589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64537 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -7312580.000000 Penalty: 5518.209961
	Iteration 66Q: 3 clusters Score -7312580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64540 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -7312578.000000 Penalty: 5518.209961
	Iteration 67Q: 3 clusters Score -7312578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64545 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -7312586.000000 Penalty: 5518.209961
	Iteration 68Q: 3 clusters Score -7312586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64550 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -7312591.000000 Penalty: 5518.209961
	Iteration 69Q: 3 clusters Score -7312591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64556 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -7312593.000000 Penalty: 5518.209961
	Iteration 70Q: 3 clusters Score -7312593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64560 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -7312592.000000 Penalty: 5518.209961
	Iteration 71Q: 3 clusters Score -7312592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64564 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -7312596.000000 Penalty: 5518.209961
	Iteration 72Q: 3 clusters Score -7312596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64570 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -7312586.500000 Penalty: 5518.209961
	Iteration 73Q: 3 clusters Score -7312586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64574 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -7312598.000000 Penalty: 5518.209961
	Iteration 74Q: 3 clusters Score -7312598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64578 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -7312592.000000 Penalty: 5518.209961
	Iteration 75Q: 3 clusters Score -7312592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64579 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -7312591.500000 Penalty: 5518.209961
	Iteration 76Q: 3 clusters Score -7312592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64580 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -7312590.000000 Penalty: 5518.209961
	Iteration 77Q: 3 clusters Score -7312590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64580 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -7312590.000000 Penalty: 5518.209961
	Iteration 78F: 3 clusters Score -7312590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (26202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Entering Unmasked Estep 
Score: -2816943.750000 Penalty: 2523.050537
	Iteration 0F: 2 clusters Score -2816944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -2798998.000000 Penalty: 5046.101074
	Iteration 0F: 3 clusters Score -2798998 nChanged 11671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -2805502.750000 Penalty: 5046.101074
	Iteration 1F: 3 clusters Score -2805503 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -2806149.000000 Penalty: 5046.101074
	Iteration 2F: 3 clusters Score -2806149 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -2806922.500000 Penalty: 5046.101074
	Iteration 3F: 3 clusters Score -2806922 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2807876.250000 Penalty: 5046.101074
	Iteration 4F: 3 clusters Score -2807876 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -2809015.500000 Penalty: 5046.101074
	Iteration 5F: 3 clusters Score -2809016 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -2810161.000000 Penalty: 5046.101074
	Iteration 6F: 3 clusters Score -2810161 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -2811157.500000 Penalty: 5046.101074
	Iteration 7F: 3 clusters Score -2811158 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -2812100.250000 Penalty: 5046.101074
	Iteration 8F: 3 clusters Score -2812100 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -2812964.500000 Penalty: 5046.101074
	Iteration 9Q: 3 clusters Score -2812964 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -2813650.000000 Penalty: 5046.101074
	Iteration 10Q: 3 clusters Score -2813650 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -2814222.500000 Penalty: 5046.101074
	Iteration 11Q: 3 clusters Score -2814222 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -2814625.250000 Penalty: 5046.101074
	Iteration 12Q: 3 clusters Score -2814625 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -2814961.250000 Penalty: 5046.101074
	Iteration 13Q: 3 clusters Score -2814961 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -2815223.500000 Penalty: 5046.101074
	Iteration 14Q: 3 clusters Score -2815224 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -2815407.000000 Penalty: 5046.101074
	Iteration 15Q: 3 clusters Score -2815407 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -2815546.750000 Penalty: 5046.101074
	Iteration 16Q: 3 clusters Score -2815547 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -2815622.750000 Penalty: 5046.101074
	Iteration 17Q: 3 clusters Score -2815623 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -2815681.000000 Penalty: 5046.101074
	Iteration 18Q: 3 clusters Score -2815681 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -2815703.000000 Penalty: 5046.101074
	Iteration 19Q: 3 clusters Score -2815703 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -2815716.500000 Penalty: 5046.101074
	Iteration 20F: 3 clusters Score -2815716 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -2815725.500000 Penalty: 5046.101074
	Iteration 21Q: 3 clusters Score -2815726 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -2815748.250000 Penalty: 5046.101074
	Iteration 22Q: 3 clusters Score -2815748 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -2815772.000000 Penalty: 5046.101074
	Iteration 23Q: 3 clusters Score -2815772 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -2815778.750000 Penalty: 5046.101074
	Iteration 24Q: 3 clusters Score -2815779 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -2815792.000000 Penalty: 5046.101074
	Iteration 25Q: 3 clusters Score -2815792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -2815797.000000 Penalty: 5046.101074
	Iteration 26Q: 3 clusters Score -2815797 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -2815807.750000 Penalty: 5046.101074
	Iteration 27Q: 3 clusters Score -2815808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -2815814.750000 Penalty: 5046.101074
	Iteration 28Q: 3 clusters Score -2815815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -2815813.750000 Penalty: 5046.101074
	Iteration 29Q: 3 clusters Score -2815814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -2815812.250000 Penalty: 5046.101074
	Iteration 30Q: 3 clusters Score -2815812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -2815817.500000 Penalty: 5046.101074
	Iteration 31Q: 3 clusters Score -2815818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -2815815.250000 Penalty: 5046.101074
	Iteration 32Q: 3 clusters Score -2815815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -2815817.750000 Penalty: 5046.101074
	Iteration 33Q: 3 clusters Score -2815818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -2815817.500000 Penalty: 5046.101074
	Iteration 34Q: 3 clusters Score -2815818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -2815817.500000 Penalty: 5046.101074
	Iteration 35F: 3 clusters Score -2815818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (15213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Entering Unmasked Estep 
Score: -1431777.500000 Penalty: 2388.216553
	Iteration 0F: 2 clusters Score -1431778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1420775.625000 Penalty: 4776.433105
	Iteration 0F: 3 clusters Score -1420776 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1424411.000000 Penalty: 4776.433105
	Iteration 1F: 3 clusters Score -1424411 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1424953.625000 Penalty: 4776.433105
	Iteration 2F: 3 clusters Score -1424954 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1425442.375000 Penalty: 4776.433105
	Iteration 3F: 3 clusters Score -1425442 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1425930.500000 Penalty: 4776.433105
	Iteration 4F: 3 clusters Score -1425930 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1426426.875000 Penalty: 4776.433105
	Iteration 5Q: 3 clusters Score -1426427 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1427018.375000 Penalty: 4776.433105
	Iteration 6F: 3 clusters Score -1427018 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1427615.750000 Penalty: 4776.433105
	Iteration 7F: 3 clusters Score -1427616 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1428128.500000 Penalty: 4776.433105
	Iteration 8F: 3 clusters Score -1428128 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1428526.375000 Penalty: 4776.433105
	Iteration 9Q: 3 clusters Score -1428526 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1428760.250000 Penalty: 4776.433105
	Iteration 10Q: 3 clusters Score -1428760 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1428885.250000 Penalty: 4776.433105
	Iteration 11Q: 3 clusters Score -1428885 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1428955.750000 Penalty: 4776.433105
	Iteration 12Q: 3 clusters Score -1428956 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1429001.375000 Penalty: 4776.433105
	Iteration 13Q: 3 clusters Score -1429001 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1429047.125000 Penalty: 4776.433105
	Iteration 14Q: 3 clusters Score -1429047 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1429086.000000 Penalty: 4776.433105
	Iteration 15Q: 3 clusters Score -1429086 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1429123.250000 Penalty: 4776.433105
	Iteration 16Q: 3 clusters Score -1429123 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1429161.875000 Penalty: 4776.433105
	Iteration 17Q: 3 clusters Score -1429162 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1429207.625000 Penalty: 4776.433105
	Iteration 18Q: 3 clusters Score -1429208 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1429243.250000 Penalty: 4776.433105
	Iteration 19Q: 3 clusters Score -1429243 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1429276.500000 Penalty: 4776.433105
	Iteration 20F: 3 clusters Score -1429276 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1429312.875000 Penalty: 4776.433105
	Iteration 21Q: 3 clusters Score -1429313 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1429351.000000 Penalty: 4776.433105
	Iteration 22Q: 3 clusters Score -1429351 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1429391.750000 Penalty: 4776.433105
	Iteration 23Q: 3 clusters Score -1429392 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1429429.250000 Penalty: 4776.433105
	Iteration 24Q: 3 clusters Score -1429429 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1429459.000000 Penalty: 4776.433105
	Iteration 25Q: 3 clusters Score -1429459 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1429496.000000 Penalty: 4776.433105
	Iteration 26Q: 3 clusters Score -1429496 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1429521.250000 Penalty: 4776.433105
	Iteration 27Q: 3 clusters Score -1429521 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1429561.750000 Penalty: 4776.433105
	Iteration 28Q: 3 clusters Score -1429562 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1429596.625000 Penalty: 4776.433105
	Iteration 29Q: 3 clusters Score -1429597 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1429614.875000 Penalty: 4776.433105
	Iteration 30Q: 3 clusters Score -1429615 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1429632.500000 Penalty: 4776.433105
	Iteration 31Q: 3 clusters Score -1429632 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1429648.500000 Penalty: 4776.433105
	Iteration 32Q: 3 clusters Score -1429648 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1429668.875000 Penalty: 4776.433105
	Iteration 33Q: 3 clusters Score -1429669 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1429683.750000 Penalty: 4776.433105
	Iteration 34Q: 3 clusters Score -1429684 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1429706.875000 Penalty: 4776.433105
	Iteration 35Q: 3 clusters Score -1429707 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1429719.125000 Penalty: 4776.433105
	Iteration 36Q: 3 clusters Score -1429719 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1429731.750000 Penalty: 4776.433105
	Iteration 37Q: 3 clusters Score -1429732 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1429749.500000 Penalty: 4776.433105
	Iteration 38Q: 3 clusters Score -1429750 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1429765.625000 Penalty: 4776.433105
	Iteration 39Q: 3 clusters Score -1429766 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1429775.250000 Penalty: 4776.433105
	Iteration 40F: 3 clusters Score -1429775 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1429786.875000 Penalty: 4776.433105
	Iteration 41Q: 3 clusters Score -1429787 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1429791.125000 Penalty: 4776.433105
	Iteration 42Q: 3 clusters Score -1429791 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1429793.875000 Penalty: 4776.433105
	Iteration 43Q: 3 clusters Score -1429794 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1429808.625000 Penalty: 4776.433105
	Iteration 44Q: 3 clusters Score -1429809 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1429825.750000 Penalty: 4776.433105
	Iteration 45Q: 3 clusters Score -1429826 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1429828.875000 Penalty: 4776.433105
	Iteration 46Q: 3 clusters Score -1429829 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1429841.125000 Penalty: 4776.433105
	Iteration 47Q: 3 clusters Score -1429841 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1429850.250000 Penalty: 4776.433105
	Iteration 48Q: 3 clusters Score -1429850 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1429857.875000 Penalty: 4776.433105
	Iteration 49Q: 3 clusters Score -1429858 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1429863.625000 Penalty: 4776.433105
	Iteration 50Q: 3 clusters Score -1429864 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -1429875.875000 Penalty: 4776.433105
	Iteration 51Q: 3 clusters Score -1429876 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1429879.625000 Penalty: 4776.433105
	Iteration 52Q: 3 clusters Score -1429880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1429884.375000 Penalty: 4776.433105
	Iteration 53Q: 3 clusters Score -1429884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -1429888.750000 Penalty: 4776.433105
	Iteration 54Q: 3 clusters Score -1429889 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1429887.625000 Penalty: 4776.433105
	Iteration 55Q: 3 clusters Score -1429888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1429889.875000 Penalty: 4776.433105
	Iteration 56Q: 3 clusters Score -1429890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1429891.875000 Penalty: 4776.433105
	Iteration 57Q: 3 clusters Score -1429892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1429892.750000 Penalty: 4776.433105
	Iteration 58Q: 3 clusters Score -1429893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1429902.875000 Penalty: 4776.433105
	Iteration 59Q: 3 clusters Score -1429903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1429906.500000 Penalty: 4776.433105
	Iteration 60F: 3 clusters Score -1429906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1429911.500000 Penalty: 4776.433105
	Iteration 61Q: 3 clusters Score -1429912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1429913.125000 Penalty: 4776.433105
	Iteration 62Q: 3 clusters Score -1429913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1429910.750000 Penalty: 4776.433105
	Iteration 63Q: 3 clusters Score -1429911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1429910.000000 Penalty: 4776.433105
	Iteration 64Q: 3 clusters Score -1429910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1429910.000000 Penalty: 4776.433105
	Iteration 65F: 3 clusters Score -1429910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Entering Unmasked Estep 
Score: -112607.664062 Penalty: 1743.871826
	Iteration 0F: 2 clusters Score -112607.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -110654.742188 Penalty: 3487.743652
	Iteration 0F: 3 clusters Score -110654.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -111109.875000 Penalty: 3487.743652
	Iteration 1F: 3 clusters Score -111109.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -111372.773438 Penalty: 3487.743652
	Iteration 2F: 3 clusters Score -111372.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -111554.367188 Penalty: 3487.743652
	Iteration 3F: 3 clusters Score -111554.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -111653.437500 Penalty: 3487.743652
	Iteration 4F: 3 clusters Score -111653.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -111761.078125 Penalty: 3487.743652
	Iteration 5Q: 3 clusters Score -111761.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -111866.125000 Penalty: 3487.743652
	Iteration 6Q: 3 clusters Score -111866.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -111972.734375 Penalty: 3487.743652
	Iteration 7Q: 3 clusters Score -111972.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -112158.546875 Penalty: 3487.743652
	Iteration 8Q: 3 clusters Score -112158.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -112389.421875 Penalty: 3487.743652
	Iteration 9Q: 3 clusters Score -112389.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -112485.000000 Penalty: 3487.743652
	Iteration 10Q: 3 clusters Score -112485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -112505.382812 Penalty: 3487.743652
	Iteration 11Q: 3 clusters Score -112505.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -112514.476562 Penalty: 3487.743652
	Iteration 12Q: 3 clusters Score -112514.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -112520.085938 Penalty: 3487.743652
	Iteration 13Q: 3 clusters Score -112520.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -112526.835938 Penalty: 3487.743652
	Iteration 14F: 3 clusters Score -112526.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -112541.765625 Penalty: 3487.743652
	Iteration 15Q: 3 clusters Score -112541.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -112567.343750 Penalty: 3487.743652
	Iteration 16Q: 3 clusters Score -112567.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -112570.453125 Penalty: 3487.743652
	Iteration 17Q: 3 clusters Score -112570.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -112574.609375 Penalty: 3487.743652
	Iteration 18Q: 3 clusters Score -112574.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -112574.609375 Penalty: 3487.743652
	Iteration 19F: 3 clusters Score -112574.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (18911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Entering Unmasked Estep 
Score: -2064086.375000 Penalty: 2442.179688
	Iteration 0F: 2 clusters Score -2064086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -2050687.250000 Penalty: 4884.359375
	Iteration 0F: 3 clusters Score -2050687 nChanged 8275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -2055139.250000 Penalty: 4884.359375
	Iteration 1F: 3 clusters Score -2055139 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -2055552.500000 Penalty: 4884.359375
	Iteration 2F: 3 clusters Score -2055552 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2055878.375000 Penalty: 4884.359375
	Iteration 3Q: 3 clusters Score -2055878 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -2056142.875000 Penalty: 4884.359375
	Iteration 4Q: 3 clusters Score -2056143 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -2056395.250000 Penalty: 4884.359375
	Iteration 5Q: 3 clusters Score -2056395 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -2056644.000000 Penalty: 4884.359375
	Iteration 6Q: 3 clusters Score -2056644 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -2056904.750000 Penalty: 4884.359375
	Iteration 7Q: 3 clusters Score -2056905 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -2057184.125000 Penalty: 4884.359375
	Iteration 8Q: 3 clusters Score -2057184 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -2057420.250000 Penalty: 4884.359375
	Iteration 9Q: 3 clusters Score -2057420 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -2057626.125000 Penalty: 4884.359375
	Iteration 10Q: 3 clusters Score -2057626 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -2057814.375000 Penalty: 4884.359375
	Iteration 11Q: 3 clusters Score -2057814 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2057985.125000 Penalty: 4884.359375
	Iteration 12Q: 3 clusters Score -2057985 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -2058162.875000 Penalty: 4884.359375
	Iteration 13Q: 3 clusters Score -2058163 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -2058339.500000 Penalty: 4884.359375
	Iteration 14Q: 3 clusters Score -2058340 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -2058519.750000 Penalty: 4884.359375
	Iteration 15Q: 3 clusters Score -2058520 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -2058737.500000 Penalty: 4884.359375
	Iteration 16Q: 3 clusters Score -2058738 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -2058978.875000 Penalty: 4884.359375
	Iteration 17Q: 3 clusters Score -2058979 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -2059218.500000 Penalty: 4884.359375
	Iteration 18Q: 3 clusters Score -2059218 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -2059474.125000 Penalty: 4884.359375
	Iteration 19Q: 3 clusters Score -2059474 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -2059696.125000 Penalty: 4884.359375
	Iteration 20F: 3 clusters Score -2059696 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -2059892.750000 Penalty: 4884.359375
	Iteration 21Q: 3 clusters Score -2059893 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -2060054.875000 Penalty: 4884.359375
	Iteration 22Q: 3 clusters Score -2060055 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -2060187.250000 Penalty: 4884.359375
	Iteration 23Q: 3 clusters Score -2060187 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -2060340.625000 Penalty: 4884.359375
	Iteration 24Q: 3 clusters Score -2060341 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -2060444.000000 Penalty: 4884.359375
	Iteration 25Q: 3 clusters Score -2060444 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -2060532.000000 Penalty: 4884.359375
	Iteration 26Q: 3 clusters Score -2060532 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -2060602.000000 Penalty: 4884.359375
	Iteration 27Q: 3 clusters Score -2060602 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -2060666.250000 Penalty: 4884.359375
	Iteration 28Q: 3 clusters Score -2060666 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -2060718.375000 Penalty: 4884.359375
	Iteration 29Q: 3 clusters Score -2060718 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -2060768.000000 Penalty: 4884.359375
	Iteration 30Q: 3 clusters Score -2060768 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -2060812.125000 Penalty: 4884.359375
	Iteration 31Q: 3 clusters Score -2060812 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -2060849.875000 Penalty: 4884.359375
	Iteration 32Q: 3 clusters Score -2060850 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -2060888.125000 Penalty: 4884.359375
	Iteration 33Q: 3 clusters Score -2060888 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2060918.500000 Penalty: 4884.359375
	Iteration 34Q: 3 clusters Score -2060918 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -2060953.000000 Penalty: 4884.359375
	Iteration 35Q: 3 clusters Score -2060953 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -2060987.125000 Penalty: 4884.359375
	Iteration 36Q: 3 clusters Score -2060987 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -2061023.625000 Penalty: 4884.359375
	Iteration 37Q: 3 clusters Score -2061024 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -2061073.125000 Penalty: 4884.359375
	Iteration 38Q: 3 clusters Score -2061073 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -2061128.250000 Penalty: 4884.359375
	Iteration 39Q: 3 clusters Score -2061128 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -2061177.375000 Penalty: 4884.359375
	Iteration 40F: 3 clusters Score -2061177 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -2061240.250000 Penalty: 4884.359375
	Iteration 41Q: 3 clusters Score -2061240 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -2061300.125000 Penalty: 4884.359375
	Iteration 42Q: 3 clusters Score -2061300 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -2061381.750000 Penalty: 4884.359375
	Iteration 43Q: 3 clusters Score -2061382 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -2061449.625000 Penalty: 4884.359375
	Iteration 44Q: 3 clusters Score -2061450 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -2061532.125000 Penalty: 4884.359375
	Iteration 45Q: 3 clusters Score -2061532 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -2061595.750000 Penalty: 4884.359375
	Iteration 46Q: 3 clusters Score -2061596 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -2061668.000000 Penalty: 4884.359375
	Iteration 47Q: 3 clusters Score -2061668 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -2061730.750000 Penalty: 4884.359375
	Iteration 48Q: 3 clusters Score -2061731 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -2061794.250000 Penalty: 4884.359375
	Iteration 49Q: 3 clusters Score -2061794 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -2061853.125000 Penalty: 4884.359375
	Iteration 50Q: 3 clusters Score -2061853 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -2061906.500000 Penalty: 4884.359375
	Iteration 51Q: 3 clusters Score -2061906 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -2061951.750000 Penalty: 4884.359375
	Iteration 52Q: 3 clusters Score -2061952 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -2061991.500000 Penalty: 4884.359375
	Iteration 53Q: 3 clusters Score -2061992 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -2062011.375000 Penalty: 4884.359375
	Iteration 54Q: 3 clusters Score -2062011 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -2062028.750000 Penalty: 4884.359375
	Iteration 55Q: 3 clusters Score -2062029 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -2062046.250000 Penalty: 4884.359375
	Iteration 56Q: 3 clusters Score -2062046 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -2062057.500000 Penalty: 4884.359375
	Iteration 57Q: 3 clusters Score -2062058 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -2062078.250000 Penalty: 4884.359375
	Iteration 58Q: 3 clusters Score -2062078 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -2062095.000000 Penalty: 4884.359375
	Iteration 59Q: 3 clusters Score -2062095 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -2062107.250000 Penalty: 4884.359375
	Iteration 60F: 3 clusters Score -2062107 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -2062117.000000 Penalty: 4884.359375
	Iteration 61Q: 3 clusters Score -2062117 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -2062126.250000 Penalty: 4884.359375
	Iteration 62Q: 3 clusters Score -2062126 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -2062136.875000 Penalty: 4884.359375
	Iteration 63Q: 3 clusters Score -2062137 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -2062138.500000 Penalty: 4884.359375
	Iteration 64Q: 3 clusters Score -2062138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -2062147.625000 Penalty: 4884.359375
	Iteration 65Q: 3 clusters Score -2062148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -2062153.625000 Penalty: 4884.359375
	Iteration 66Q: 3 clusters Score -2062154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -2062154.375000 Penalty: 4884.359375
	Iteration 67Q: 3 clusters Score -2062154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -2062156.625000 Penalty: 4884.359375
	Iteration 68Q: 3 clusters Score -2062157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -2062158.000000 Penalty: 4884.359375
	Iteration 69Q: 3 clusters Score -2062158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -2062160.375000 Penalty: 4884.359375
	Iteration 70Q: 3 clusters Score -2062160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -2062160.625000 Penalty: 4884.359375
	Iteration 71Q: 3 clusters Score -2062161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -2062164.500000 Penalty: 4884.359375
	Iteration 72Q: 3 clusters Score -2062164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -2062164.375000 Penalty: 4884.359375
	Iteration 73Q: 3 clusters Score -2062164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -2062165.625000 Penalty: 4884.359375
	Iteration 74Q: 3 clusters Score -2062166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -2062167.750000 Penalty: 4884.359375
	Iteration 75Q: 3 clusters Score -2062168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -2062173.000000 Penalty: 4884.359375
	Iteration 76Q: 3 clusters Score -2062173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -2062172.375000 Penalty: 4884.359375
	Iteration 77Q: 3 clusters Score -2062172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -2062171.625000 Penalty: 4884.359375
	Iteration 78Q: 3 clusters Score -2062172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -2062175.125000 Penalty: 4884.359375
	Iteration 79Q: 3 clusters Score -2062175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -2062174.625000 Penalty: 4884.359375
	Iteration 80F: 3 clusters Score -2062175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -2062177.000000 Penalty: 4884.359375
	Iteration 81Q: 3 clusters Score -2062177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -2062178.625000 Penalty: 4884.359375
	Iteration 82Q: 3 clusters Score -2062179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -2062178.875000 Penalty: 4884.359375
	Iteration 83Q: 3 clusters Score -2062179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -2062179.625000 Penalty: 4884.359375
	Iteration 84Q: 3 clusters Score -2062180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -2062182.500000 Penalty: 4884.359375
	Iteration 85Q: 3 clusters Score -2062182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -2062182.250000 Penalty: 4884.359375
	Iteration 86Q: 3 clusters Score -2062182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -2062181.875000 Penalty: 4884.359375
	Iteration 87Q: 3 clusters Score -2062182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -2062184.000000 Penalty: 4884.359375
	Iteration 88Q: 3 clusters Score -2062184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -2062183.625000 Penalty: 4884.359375
	Iteration 89Q: 3 clusters Score -2062184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -2062184.500000 Penalty: 4884.359375
	Iteration 90Q: 3 clusters Score -2062184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -2062184.625000 Penalty: 4884.359375
	Iteration 91Q: 3 clusters Score -2062185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -2062184.625000 Penalty: 4884.359375
	Iteration 92F: 3 clusters Score -2062185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Entering Unmasked Estep 
Score: -188193.546875 Penalty: 1857.789673
	Iteration 0F: 2 clusters Score -188193.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -185677.546875 Penalty: 3715.579346
	Iteration 0F: 3 clusters Score -185677.5 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -186106.328125 Penalty: 3715.579346
	Iteration 1F: 3 clusters Score -186106.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -186241.500000 Penalty: 3715.579346
	Iteration 2F: 3 clusters Score -186241.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -186331.046875 Penalty: 3715.579346
	Iteration 3Q: 3 clusters Score -186331 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -186389.406250 Penalty: 3715.579346
	Iteration 4Q: 3 clusters Score -186389.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -186425.640625 Penalty: 3715.579346
	Iteration 5Q: 3 clusters Score -186425.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -186449.265625 Penalty: 3715.579346
	Iteration 6Q: 3 clusters Score -186449.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -186459.484375 Penalty: 3715.579346
	Iteration 7Q: 3 clusters Score -186459.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -186469.906250 Penalty: 3715.579346
	Iteration 8Q: 3 clusters Score -186469.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -186480.687500 Penalty: 3715.579346
	Iteration 9Q: 3 clusters Score -186480.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -186491.812500 Penalty: 3715.579346
	Iteration 10Q: 3 clusters Score -186491.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -186497.046875 Penalty: 3715.579346
	Iteration 11Q: 3 clusters Score -186497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -186501.562500 Penalty: 3715.579346
	Iteration 12Q: 3 clusters Score -186501.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -186503.750000 Penalty: 3715.579346
	Iteration 13Q: 3 clusters Score -186503.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -186503.750000 Penalty: 3715.579346
	Iteration 14F: 3 clusters Score -186503.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Entering Unmasked Estep 
Score: -265219.343750 Penalty: 1934.338745
	Iteration 0F: 2 clusters Score -265219.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -262309.937500 Penalty: 3868.677490
	Iteration 0F: 3 clusters Score -262309.9 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -262848.687500 Penalty: 3868.677490
	Iteration 1F: 3 clusters Score -262848.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -262983.875000 Penalty: 3868.677490
	Iteration 2F: 3 clusters Score -262983.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -263058.187500 Penalty: 3868.677490
	Iteration 3Q: 3 clusters Score -263058.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -263111.843750 Penalty: 3868.677490
	Iteration 4Q: 3 clusters Score -263111.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -263147.750000 Penalty: 3868.677490
	Iteration 5Q: 3 clusters Score -263147.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -263172.625000 Penalty: 3868.677490
	Iteration 6Q: 3 clusters Score -263172.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -263196.156250 Penalty: 3868.677490
	Iteration 7Q: 3 clusters Score -263196.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -263216.156250 Penalty: 3868.677490
	Iteration 8Q: 3 clusters Score -263216.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -263229.937500 Penalty: 3868.677490
	Iteration 9Q: 3 clusters Score -263229.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -263239.968750 Penalty: 3868.677490
	Iteration 10Q: 3 clusters Score -263240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -263247.468750 Penalty: 3868.677490
	Iteration 11Q: 3 clusters Score -263247.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -263250.531250 Penalty: 3868.677490
	Iteration 12Q: 3 clusters Score -263250.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -263253.875000 Penalty: 3868.677490
	Iteration 13Q: 3 clusters Score -263253.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -263259.875000 Penalty: 3868.677490
	Iteration 14Q: 3 clusters Score -263259.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -263263.500000 Penalty: 3868.677490
	Iteration 15Q: 3 clusters Score -263263.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -263266.562500 Penalty: 3868.677490
	Iteration 16Q: 3 clusters Score -263266.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -263270.656250 Penalty: 3868.677490
	Iteration 17Q: 3 clusters Score -263270.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -263274.500000 Penalty: 3868.677490
	Iteration 18Q: 3 clusters Score -263274.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -263275.906250 Penalty: 3868.677490
	Iteration 19Q: 3 clusters Score -263275.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -263276.218750 Penalty: 3868.677490
	Iteration 20F: 3 clusters Score -263276.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Entering Unmasked Estep 
Score: -55546.757812 Penalty: 1580.583252
	Iteration 0F: 2 clusters Score -55546.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -54029.253906 Penalty: 3161.166504
	Iteration 0F: 3 clusters Score -54029.25 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -54282.710938 Penalty: 3161.166504
	Iteration 1F: 3 clusters Score -54282.71 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -54426.359375 Penalty: 3161.166504
	Iteration 2F: 3 clusters Score -54426.36 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -54552.093750 Penalty: 3161.166504
	Iteration 3F: 3 clusters Score -54552.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -54594.664062 Penalty: 3161.166504
	Iteration 4Q: 3 clusters Score -54594.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -54614.320312 Penalty: 3161.166504
	Iteration 5Q: 3 clusters Score -54614.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -54624.062500 Penalty: 3161.166504
	Iteration 6Q: 3 clusters Score -54624.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -54629.761719 Penalty: 3161.166504
	Iteration 7Q: 3 clusters Score -54629.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -54635.167969 Penalty: 3161.166504
	Iteration 8Q: 3 clusters Score -54635.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -54639.414062 Penalty: 3161.166504
	Iteration 9Q: 3 clusters Score -54639.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -54659.027344 Penalty: 3161.166504
	Iteration 10Q: 3 clusters Score -54659.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -54663.628906 Penalty: 3161.166504
	Iteration 11Q: 3 clusters Score -54663.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -54667.414062 Penalty: 3161.166504
	Iteration 12Q: 3 clusters Score -54667.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -54670.953125 Penalty: 3161.166504
	Iteration 13Q: 3 clusters Score -54670.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -54672.257812 Penalty: 3161.166504
	Iteration 14Q: 3 clusters Score -54672.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -54673.421875 Penalty: 3161.166504
	Iteration 15Q: 3 clusters Score -54673.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -54673.421875 Penalty: 3161.166504
	Iteration 16F: 3 clusters Score -54673.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Entering Unmasked Estep 
Score: -162131.984375 Penalty: 1820.848633
	Iteration 0F: 2 clusters Score -162132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -159822.421875 Penalty: 3641.697266
	Iteration 0F: 3 clusters Score -159822.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -160220.171875 Penalty: 3641.697266
	Iteration 1F: 3 clusters Score -160220.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -160358.109375 Penalty: 3641.697266
	Iteration 2F: 3 clusters Score -160358.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -160479.890625 Penalty: 3641.697266
	Iteration 3F: 3 clusters Score -160479.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -160548.296875 Penalty: 3641.697266
	Iteration 4Q: 3 clusters Score -160548.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -160597.671875 Penalty: 3641.697266
	Iteration 5Q: 3 clusters Score -160597.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -160629.515625 Penalty: 3641.697266
	Iteration 6Q: 3 clusters Score -160629.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -160646.250000 Penalty: 3641.697266
	Iteration 7Q: 3 clusters Score -160646.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -160667.484375 Penalty: 3641.697266
	Iteration 8Q: 3 clusters Score -160667.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -160681.843750 Penalty: 3641.697266
	Iteration 9Q: 3 clusters Score -160681.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -160695.484375 Penalty: 3641.697266
	Iteration 10Q: 3 clusters Score -160695.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -160701.796875 Penalty: 3641.697266
	Iteration 11Q: 3 clusters Score -160701.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -160708.265625 Penalty: 3641.697266
	Iteration 12Q: 3 clusters Score -160708.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -160713.718750 Penalty: 3641.697266
	Iteration 13Q: 3 clusters Score -160713.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -160718.953125 Penalty: 3641.697266
	Iteration 14Q: 3 clusters Score -160719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -160722.046875 Penalty: 3641.697266
	Iteration 15Q: 3 clusters Score -160722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -160725.890625 Penalty: 3641.697266
	Iteration 16Q: 3 clusters Score -160725.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -160732.390625 Penalty: 3641.697266
	Iteration 17Q: 3 clusters Score -160732.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -160737.359375 Penalty: 3641.697266
	Iteration 18Q: 3 clusters Score -160737.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -160741.546875 Penalty: 3641.697266
	Iteration 19Q: 3 clusters Score -160741.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -160744.796875 Penalty: 3641.697266
	Iteration 20F: 3 clusters Score -160744.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -160745.921875 Penalty: 3641.697266
	Iteration 21Q: 3 clusters Score -160745.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -160745.921875 Penalty: 3641.697266
	Iteration 22F: 3 clusters Score -160745.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Entering Unmasked Estep 
Score: -154586.250000 Penalty: 1808.668457
	Iteration 0F: 2 clusters Score -154586.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -152332.562500 Penalty: 3617.336914
	Iteration 0F: 3 clusters Score -152332.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -152683.062500 Penalty: 3617.336914
	Iteration 1F: 3 clusters Score -152683.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -152784.031250 Penalty: 3617.336914
	Iteration 2F: 3 clusters Score -152784 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -152851.265625 Penalty: 3617.336914
	Iteration 3Q: 3 clusters Score -152851.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -152887.546875 Penalty: 3617.336914
	Iteration 4Q: 3 clusters Score -152887.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -152906.343750 Penalty: 3617.336914
	Iteration 5Q: 3 clusters Score -152906.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -152921.500000 Penalty: 3617.336914
	Iteration 6Q: 3 clusters Score -152921.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -152938.718750 Penalty: 3617.336914
	Iteration 7Q: 3 clusters Score -152938.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -152953.656250 Penalty: 3617.336914
	Iteration 8Q: 3 clusters Score -152953.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -152969.218750 Penalty: 3617.336914
	Iteration 9Q: 3 clusters Score -152969.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -152980.031250 Penalty: 3617.336914
	Iteration 10Q: 3 clusters Score -152980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -152997.546875 Penalty: 3617.336914
	Iteration 11Q: 3 clusters Score -152997.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -153005.812500 Penalty: 3617.336914
	Iteration 12Q: 3 clusters Score -153005.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -153020.250000 Penalty: 3617.336914
	Iteration 13Q: 3 clusters Score -153020.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -153029.468750 Penalty: 3617.336914
	Iteration 14Q: 3 clusters Score -153029.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -153037.218750 Penalty: 3617.336914
	Iteration 15Q: 3 clusters Score -153037.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -153050.062500 Penalty: 3617.336914
	Iteration 16Q: 3 clusters Score -153050.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -153058.843750 Penalty: 3617.336914
	Iteration 17Q: 3 clusters Score -153058.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -153064.656250 Penalty: 3617.336914
	Iteration 18Q: 3 clusters Score -153064.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -153071.515625 Penalty: 3617.336914
	Iteration 19Q: 3 clusters Score -153071.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -153077.265625 Penalty: 3617.336914
	Iteration 20F: 3 clusters Score -153077.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -153082.140625 Penalty: 3617.336914
	Iteration 21Q: 3 clusters Score -153082.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -153090.093750 Penalty: 3617.336914
	Iteration 22Q: 3 clusters Score -153090.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -153096.234375 Penalty: 3617.336914
	Iteration 23Q: 3 clusters Score -153096.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -153103.328125 Penalty: 3617.336914
	Iteration 24Q: 3 clusters Score -153103.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -153107.531250 Penalty: 3617.336914
	Iteration 25Q: 3 clusters Score -153107.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -153108.906250 Penalty: 3617.336914
	Iteration 26Q: 3 clusters Score -153108.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -153110.500000 Penalty: 3617.336914
	Iteration 27Q: 3 clusters Score -153110.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -153111.312500 Penalty: 3617.336914
	Iteration 28Q: 3 clusters Score -153111.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -153114.453125 Penalty: 3617.336914
	Iteration 29Q: 3 clusters Score -153114.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -153115.140625 Penalty: 3617.336914
	Iteration 30Q: 3 clusters Score -153115.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -153115.312500 Penalty: 3617.336914
	Iteration 31Q: 3 clusters Score -153115.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -153115.312500 Penalty: 3617.336914
	Iteration 32F: 3 clusters Score -153115.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (14001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Entering Unmasked Estep 
Score: -1364175.375000 Penalty: 2367.627197
	Iteration 0F: 2 clusters Score -1364175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1353967.500000 Penalty: 4735.254395
	Iteration 0F: 3 clusters Score -1353968 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1357305.625000 Penalty: 4735.254395
	Iteration 1F: 3 clusters Score -1357306 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1357828.125000 Penalty: 4735.254395
	Iteration 2F: 3 clusters Score -1357828 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1358322.125000 Penalty: 4735.254395
	Iteration 3F: 3 clusters Score -1358322 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1358754.750000 Penalty: 4735.254395
	Iteration 4F: 3 clusters Score -1358755 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1359184.375000 Penalty: 4735.254395
	Iteration 5F: 3 clusters Score -1359184 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1359605.500000 Penalty: 4735.254395
	Iteration 6Q: 3 clusters Score -1359606 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1360046.250000 Penalty: 4735.254395
	Iteration 7Q: 3 clusters Score -1360046 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1360470.750000 Penalty: 4735.254395
	Iteration 8Q: 3 clusters Score -1360471 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1360804.500000 Penalty: 4735.254395
	Iteration 9Q: 3 clusters Score -1360804 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1361053.000000 Penalty: 4735.254395
	Iteration 10Q: 3 clusters Score -1361053 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1361239.750000 Penalty: 4735.254395
	Iteration 11Q: 3 clusters Score -1361240 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1361382.625000 Penalty: 4735.254395
	Iteration 12Q: 3 clusters Score -1361383 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1361495.625000 Penalty: 4735.254395
	Iteration 13Q: 3 clusters Score -1361496 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1361579.125000 Penalty: 4735.254395
	Iteration 14Q: 3 clusters Score -1361579 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1361649.250000 Penalty: 4735.254395
	Iteration 15Q: 3 clusters Score -1361649 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1361709.875000 Penalty: 4735.254395
	Iteration 16Q: 3 clusters Score -1361710 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1361769.125000 Penalty: 4735.254395
	Iteration 17Q: 3 clusters Score -1361769 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1361816.750000 Penalty: 4735.254395
	Iteration 18Q: 3 clusters Score -1361817 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1361848.375000 Penalty: 4735.254395
	Iteration 19Q: 3 clusters Score -1361848 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1361876.875000 Penalty: 4735.254395
	Iteration 20F: 3 clusters Score -1361877 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1361906.625000 Penalty: 4735.254395
	Iteration 21Q: 3 clusters Score -1361907 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1361926.375000 Penalty: 4735.254395
	Iteration 22Q: 3 clusters Score -1361926 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1361937.375000 Penalty: 4735.254395
	Iteration 23Q: 3 clusters Score -1361937 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1361950.250000 Penalty: 4735.254395
	Iteration 24Q: 3 clusters Score -1361950 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1361956.125000 Penalty: 4735.254395
	Iteration 25Q: 3 clusters Score -1361956 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1361966.500000 Penalty: 4735.254395
	Iteration 26Q: 3 clusters Score -1361966 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1361980.625000 Penalty: 4735.254395
	Iteration 27Q: 3 clusters Score -1361981 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1361992.125000 Penalty: 4735.254395
	Iteration 28Q: 3 clusters Score -1361992 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1362001.375000 Penalty: 4735.254395
	Iteration 29Q: 3 clusters Score -1362001 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1362019.250000 Penalty: 4735.254395
	Iteration 30Q: 3 clusters Score -1362019 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1362035.875000 Penalty: 4735.254395
	Iteration 31Q: 3 clusters Score -1362036 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1362047.875000 Penalty: 4735.254395
	Iteration 32Q: 3 clusters Score -1362048 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1362072.750000 Penalty: 4735.254395
	Iteration 33Q: 3 clusters Score -1362073 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1362089.500000 Penalty: 4735.254395
	Iteration 34Q: 3 clusters Score -1362090 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1362109.625000 Penalty: 4735.254395
	Iteration 35Q: 3 clusters Score -1362110 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1362130.875000 Penalty: 4735.254395
	Iteration 36Q: 3 clusters Score -1362131 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1362154.625000 Penalty: 4735.254395
	Iteration 37Q: 3 clusters Score -1362155 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1362178.500000 Penalty: 4735.254395
	Iteration 38Q: 3 clusters Score -1362178 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1362200.875000 Penalty: 4735.254395
	Iteration 39Q: 3 clusters Score -1362201 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1362229.625000 Penalty: 4735.254395
	Iteration 40F: 3 clusters Score -1362230 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1362255.875000 Penalty: 4735.254395
	Iteration 41Q: 3 clusters Score -1362256 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1362275.500000 Penalty: 4735.254395
	Iteration 42Q: 3 clusters Score -1362276 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1362288.375000 Penalty: 4735.254395
	Iteration 43Q: 3 clusters Score -1362288 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1362301.750000 Penalty: 4735.254395
	Iteration 44Q: 3 clusters Score -1362302 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1362311.375000 Penalty: 4735.254395
	Iteration 45Q: 3 clusters Score -1362311 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1362321.750000 Penalty: 4735.254395
	Iteration 46Q: 3 clusters Score -1362322 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1362340.625000 Penalty: 4735.254395
	Iteration 47Q: 3 clusters Score -1362341 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1362348.125000 Penalty: 4735.254395
	Iteration 48Q: 3 clusters Score -1362348 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1362359.000000 Penalty: 4735.254395
	Iteration 49Q: 3 clusters Score -1362359 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1362374.750000 Penalty: 4735.254395
	Iteration 50Q: 3 clusters Score -1362375 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1362384.000000 Penalty: 4735.254395
	Iteration 51Q: 3 clusters Score -1362384 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1362395.250000 Penalty: 4735.254395
	Iteration 52Q: 3 clusters Score -1362395 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1362406.875000 Penalty: 4735.254395
	Iteration 53Q: 3 clusters Score -1362407 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1362420.000000 Penalty: 4735.254395
	Iteration 54Q: 3 clusters Score -1362420 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1362431.875000 Penalty: 4735.254395
	Iteration 55Q: 3 clusters Score -1362432 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1362449.375000 Penalty: 4735.254395
	Iteration 56Q: 3 clusters Score -1362449 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1362458.625000 Penalty: 4735.254395
	Iteration 57Q: 3 clusters Score -1362459 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1362474.750000 Penalty: 4735.254395
	Iteration 58Q: 3 clusters Score -1362475 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1362485.000000 Penalty: 4735.254395
	Iteration 59Q: 3 clusters Score -1362485 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1362496.500000 Penalty: 4735.254395
	Iteration 60F: 3 clusters Score -1362496 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1362502.625000 Penalty: 4735.254395
	Iteration 61Q: 3 clusters Score -1362503 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1362511.875000 Penalty: 4735.254395
	Iteration 62Q: 3 clusters Score -1362512 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1362518.875000 Penalty: 4735.254395
	Iteration 63Q: 3 clusters Score -1362519 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1362530.875000 Penalty: 4735.254395
	Iteration 64Q: 3 clusters Score -1362531 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1362542.250000 Penalty: 4735.254395
	Iteration 65Q: 3 clusters Score -1362542 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1362553.125000 Penalty: 4735.254395
	Iteration 66Q: 3 clusters Score -1362553 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1362565.625000 Penalty: 4735.254395
	Iteration 67Q: 3 clusters Score -1362566 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1362580.500000 Penalty: 4735.254395
	Iteration 68Q: 3 clusters Score -1362580 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1362596.875000 Penalty: 4735.254395
	Iteration 69Q: 3 clusters Score -1362597 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1362615.250000 Penalty: 4735.254395
	Iteration 70Q: 3 clusters Score -1362615 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1362637.625000 Penalty: 4735.254395
	Iteration 71Q: 3 clusters Score -1362638 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1362654.375000 Penalty: 4735.254395
	Iteration 72Q: 3 clusters Score -1362654 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1362669.750000 Penalty: 4735.254395
	Iteration 73Q: 3 clusters Score -1362670 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1362675.625000 Penalty: 4735.254395
	Iteration 74Q: 3 clusters Score -1362676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1362680.625000 Penalty: 4735.254395
	Iteration 75Q: 3 clusters Score -1362681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1362683.625000 Penalty: 4735.254395
	Iteration 76Q: 3 clusters Score -1362684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1362688.000000 Penalty: 4735.254395
	Iteration 77Q: 3 clusters Score -1362688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1362689.500000 Penalty: 4735.254395
	Iteration 78Q: 3 clusters Score -1362690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1362689.500000 Penalty: 4735.254395
	Iteration 79F: 3 clusters Score -1362690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Entering Unmasked Estep 
Score: -368177.218750 Penalty: 2027.814941
	Iteration 0F: 2 clusters Score -368177.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -364630.843750 Penalty: 4055.629883
	Iteration 0F: 3 clusters Score -364630.8 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -365373.656250 Penalty: 4055.629883
	Iteration 1F: 3 clusters Score -365373.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -365564.156250 Penalty: 4055.629883
	Iteration 2F: 3 clusters Score -365564.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -365695.218750 Penalty: 4055.629883
	Iteration 3F: 3 clusters Score -365695.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -365790.843750 Penalty: 4055.629883
	Iteration 4Q: 3 clusters Score -365790.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -365893.156250 Penalty: 4055.629883
	Iteration 5Q: 3 clusters Score -365893.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -366023.500000 Penalty: 4055.629883
	Iteration 6Q: 3 clusters Score -366023.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -366197.125000 Penalty: 4055.629883
	Iteration 7Q: 3 clusters Score -366197.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -366411.843750 Penalty: 4055.629883
	Iteration 8Q: 3 clusters Score -366411.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -366574.000000 Penalty: 4055.629883
	Iteration 9Q: 3 clusters Score -366574 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -366769.781250 Penalty: 4055.629883
	Iteration 10Q: 3 clusters Score -366769.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -367071.156250 Penalty: 4055.629883
	Iteration 11Q: 3 clusters Score -367071.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -367475.343750 Penalty: 4055.629883
	Iteration 12Q: 3 clusters Score -367475.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -367761.187500 Penalty: 4055.629883
	Iteration 13Q: 3 clusters Score -367761.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -367901.218750 Penalty: 4055.629883
	Iteration 14Q: 3 clusters Score -367901.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -367984.031250 Penalty: 4055.629883
	Iteration 15Q: 3 clusters Score -367984 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -368027.093750 Penalty: 4055.629883
	Iteration 16Q: 3 clusters Score -368027.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -368059.562500 Penalty: 4055.629883
	Iteration 17Q: 3 clusters Score -368059.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -368068.437500 Penalty: 4055.629883
	Iteration 18Q: 3 clusters Score -368068.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -368074.062500 Penalty: 4055.629883
	Iteration 19Q: 3 clusters Score -368074.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -368080.656250 Penalty: 4055.629883
	Iteration 20F: 3 clusters Score -368080.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -368082.656250 Penalty: 4055.629883
	Iteration 21Q: 3 clusters Score -368082.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -368082.656250 Penalty: 4055.629883
	Iteration 22F: 3 clusters Score -368082.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Entering Unmasked Estep 
Score: -623508.250000 Penalty: 2147.957764
	Iteration 0F: 2 clusters Score -623508.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -618524.500000 Penalty: 4295.915527
	Iteration 0F: 3 clusters Score -618524.5 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -619677.000000 Penalty: 4295.915527
	Iteration 1F: 3 clusters Score -619677 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -619883.000000 Penalty: 4295.915527
	Iteration 2F: 3 clusters Score -619883 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -620024.062500 Penalty: 4295.915527
	Iteration 3Q: 3 clusters Score -620024.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -620127.250000 Penalty: 4295.915527
	Iteration 4Q: 3 clusters Score -620127.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -620212.000000 Penalty: 4295.915527
	Iteration 5Q: 3 clusters Score -620212 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -620290.750000 Penalty: 4295.915527
	Iteration 6Q: 3 clusters Score -620290.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -620359.625000 Penalty: 4295.915527
	Iteration 7Q: 3 clusters Score -620359.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -620428.562500 Penalty: 4295.915527
	Iteration 8Q: 3 clusters Score -620428.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -620487.500000 Penalty: 4295.915527
	Iteration 9Q: 3 clusters Score -620487.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -620554.437500 Penalty: 4295.915527
	Iteration 10Q: 3 clusters Score -620554.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -620614.125000 Penalty: 4295.915527
	Iteration 11Q: 3 clusters Score -620614.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -620684.187500 Penalty: 4295.915527
	Iteration 12Q: 3 clusters Score -620684.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -620755.000000 Penalty: 4295.915527
	Iteration 13Q: 3 clusters Score -620755 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -620838.187500 Penalty: 4295.915527
	Iteration 14Q: 3 clusters Score -620838.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -620930.062500 Penalty: 4295.915527
	Iteration 15Q: 3 clusters Score -620930.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -621017.500000 Penalty: 4295.915527
	Iteration 16Q: 3 clusters Score -621017.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -621103.625000 Penalty: 4295.915527
	Iteration 17Q: 3 clusters Score -621103.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -621187.125000 Penalty: 4295.915527
	Iteration 18Q: 3 clusters Score -621187.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -621260.500000 Penalty: 4295.915527
	Iteration 19Q: 3 clusters Score -621260.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -621317.000000 Penalty: 4295.915527
	Iteration 20F: 3 clusters Score -621317 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -621349.125000 Penalty: 4295.915527
	Iteration 21Q: 3 clusters Score -621349.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -621377.125000 Penalty: 4295.915527
	Iteration 22Q: 3 clusters Score -621377.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -621402.875000 Penalty: 4295.915527
	Iteration 23Q: 3 clusters Score -621402.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -621426.937500 Penalty: 4295.915527
	Iteration 24Q: 3 clusters Score -621426.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -621446.312500 Penalty: 4295.915527
	Iteration 25Q: 3 clusters Score -621446.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -621464.062500 Penalty: 4295.915527
	Iteration 26Q: 3 clusters Score -621464.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -621480.562500 Penalty: 4295.915527
	Iteration 27Q: 3 clusters Score -621480.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -621501.562500 Penalty: 4295.915527
	Iteration 28Q: 3 clusters Score -621501.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -621518.687500 Penalty: 4295.915527
	Iteration 29Q: 3 clusters Score -621518.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -621531.312500 Penalty: 4295.915527
	Iteration 30Q: 3 clusters Score -621531.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -621540.562500 Penalty: 4295.915527
	Iteration 31Q: 3 clusters Score -621540.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -621552.250000 Penalty: 4295.915527
	Iteration 32Q: 3 clusters Score -621552.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -621564.000000 Penalty: 4295.915527
	Iteration 33Q: 3 clusters Score -621564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -621583.000000 Penalty: 4295.915527
	Iteration 34Q: 3 clusters Score -621583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -621595.000000 Penalty: 4295.915527
	Iteration 35Q: 3 clusters Score -621595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -621601.875000 Penalty: 4295.915527
	Iteration 36Q: 3 clusters Score -621601.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -621609.375000 Penalty: 4295.915527
	Iteration 37Q: 3 clusters Score -621609.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -621625.500000 Penalty: 4295.915527
	Iteration 38Q: 3 clusters Score -621625.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -621632.062500 Penalty: 4295.915527
	Iteration 39Q: 3 clusters Score -621632.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -621637.187500 Penalty: 4295.915527
	Iteration 40F: 3 clusters Score -621637.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -621641.125000 Penalty: 4295.915527
	Iteration 41Q: 3 clusters Score -621641.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -621642.687500 Penalty: 4295.915527
	Iteration 42Q: 3 clusters Score -621642.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -621642.687500 Penalty: 4295.915527
	Iteration 43F: 3 clusters Score -621642.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (3175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Entering Unmasked Estep 
Score: -338478.125000 Penalty: 1999.639526
	Iteration 0F: 2 clusters Score -338478.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -335110.093750 Penalty: 3999.279053
	Iteration 0F: 3 clusters Score -335110.1 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -335803.156250 Penalty: 3999.279053
	Iteration 1F: 3 clusters Score -335803.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -335969.281250 Penalty: 3999.279053
	Iteration 2F: 3 clusters Score -335969.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -336102.062500 Penalty: 3999.279053
	Iteration 3Q: 3 clusters Score -336102.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -336205.437500 Penalty: 3999.279053
	Iteration 4Q: 3 clusters Score -336205.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -336298.656250 Penalty: 3999.279053
	Iteration 5Q: 3 clusters Score -336298.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -336376.125000 Penalty: 3999.279053
	Iteration 6Q: 3 clusters Score -336376.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -336432.812500 Penalty: 3999.279053
	Iteration 7Q: 3 clusters Score -336432.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -336482.343750 Penalty: 3999.279053
	Iteration 8Q: 3 clusters Score -336482.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -336524.875000 Penalty: 3999.279053
	Iteration 9Q: 3 clusters Score -336524.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -336566.781250 Penalty: 3999.279053
	Iteration 10Q: 3 clusters Score -336566.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -336614.250000 Penalty: 3999.279053
	Iteration 11Q: 3 clusters Score -336614.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -336658.718750 Penalty: 3999.279053
	Iteration 12Q: 3 clusters Score -336658.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -336700.937500 Penalty: 3999.279053
	Iteration 13Q: 3 clusters Score -336700.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -336736.125000 Penalty: 3999.279053
	Iteration 14Q: 3 clusters Score -336736.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -336763.656250 Penalty: 3999.279053
	Iteration 15Q: 3 clusters Score -336763.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -336792.718750 Penalty: 3999.279053
	Iteration 16Q: 3 clusters Score -336792.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -336815.437500 Penalty: 3999.279053
	Iteration 17Q: 3 clusters Score -336815.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -336841.875000 Penalty: 3999.279053
	Iteration 18Q: 3 clusters Score -336841.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -336872.843750 Penalty: 3999.279053
	Iteration 19Q: 3 clusters Score -336872.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -336909.156250 Penalty: 3999.279053
	Iteration 20F: 3 clusters Score -336909.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -336951.531250 Penalty: 3999.279053
	Iteration 21Q: 3 clusters Score -336951.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -336978.593750 Penalty: 3999.279053
	Iteration 22Q: 3 clusters Score -336978.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -337006.750000 Penalty: 3999.279053
	Iteration 23Q: 3 clusters Score -337006.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -337030.218750 Penalty: 3999.279053
	Iteration 24Q: 3 clusters Score -337030.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -337046.406250 Penalty: 3999.279053
	Iteration 25Q: 3 clusters Score -337046.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -337058.687500 Penalty: 3999.279053
	Iteration 26Q: 3 clusters Score -337058.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -337067.562500 Penalty: 3999.279053
	Iteration 27Q: 3 clusters Score -337067.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -337073.343750 Penalty: 3999.279053
	Iteration 28Q: 3 clusters Score -337073.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -337082.093750 Penalty: 3999.279053
	Iteration 29Q: 3 clusters Score -337082.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -337091.000000 Penalty: 3999.279053
	Iteration 30Q: 3 clusters Score -337091 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -337102.031250 Penalty: 3999.279053
	Iteration 31Q: 3 clusters Score -337102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -337108.375000 Penalty: 3999.279053
	Iteration 32Q: 3 clusters Score -337108.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -337110.406250 Penalty: 3999.279053
	Iteration 33Q: 3 clusters Score -337110.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -337114.843750 Penalty: 3999.279053
	Iteration 34Q: 3 clusters Score -337114.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -337118.281250 Penalty: 3999.279053
	Iteration 35Q: 3 clusters Score -337118.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -337121.750000 Penalty: 3999.279053
	Iteration 36Q: 3 clusters Score -337121.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -337124.593750 Penalty: 3999.279053
	Iteration 37Q: 3 clusters Score -337124.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -337127.343750 Penalty: 3999.279053
	Iteration 38Q: 3 clusters Score -337127.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -337129.562500 Penalty: 3999.279053
	Iteration 39Q: 3 clusters Score -337129.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -337132.062500 Penalty: 3999.279053
	Iteration 40F: 3 clusters Score -337132.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -337133.937500 Penalty: 3999.279053
	Iteration 41Q: 3 clusters Score -337133.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -337134.437500 Penalty: 3999.279053
	Iteration 42Q: 3 clusters Score -337134.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -337135.843750 Penalty: 3999.279053
	Iteration 43Q: 3 clusters Score -337135.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -337136.656250 Penalty: 3999.279053
	Iteration 44Q: 3 clusters Score -337136.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -337136.937500 Penalty: 3999.279053
	Iteration 45Q: 3 clusters Score -337136.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -337136.937500 Penalty: 3999.279053
	Iteration 46F: 3 clusters Score -337136.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (18830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Entering Unmasked Estep 
Score: -1864936.250000 Penalty: 2441.115234
	Iteration 0F: 2 clusters Score -1864936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1851725.250000 Penalty: 4882.230469
	Iteration 0F: 3 clusters Score -1851725 nChanged 8305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1856484.500000 Penalty: 4882.230469
	Iteration 1F: 3 clusters Score -1856484 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1857334.750000 Penalty: 4882.230469
	Iteration 2F: 3 clusters Score -1857335 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1858186.750000 Penalty: 4882.230469
	Iteration 3F: 3 clusters Score -1858187 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1859045.125000 Penalty: 4882.230469
	Iteration 4F: 3 clusters Score -1859045 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1859801.625000 Penalty: 4882.230469
	Iteration 5F: 3 clusters Score -1859802 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1860428.875000 Penalty: 4882.230469
	Iteration 6F: 3 clusters Score -1860429 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1860901.000000 Penalty: 4882.230469
	Iteration 7Q: 3 clusters Score -1860901 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1861252.125000 Penalty: 4882.230469
	Iteration 8Q: 3 clusters Score -1861252 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1861485.875000 Penalty: 4882.230469
	Iteration 9Q: 3 clusters Score -1861486 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1861667.125000 Penalty: 4882.230469
	Iteration 10Q: 3 clusters Score -1861667 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1861820.500000 Penalty: 4882.230469
	Iteration 11Q: 3 clusters Score -1861820 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1861918.625000 Penalty: 4882.230469
	Iteration 12Q: 3 clusters Score -1861919 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1861996.625000 Penalty: 4882.230469
	Iteration 13Q: 3 clusters Score -1861997 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1862054.750000 Penalty: 4882.230469
	Iteration 14Q: 3 clusters Score -1862055 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1862105.625000 Penalty: 4882.230469
	Iteration 15Q: 3 clusters Score -1862106 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1862137.000000 Penalty: 4882.230469
	Iteration 16Q: 3 clusters Score -1862137 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1862161.250000 Penalty: 4882.230469
	Iteration 17Q: 3 clusters Score -1862161 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1862181.375000 Penalty: 4882.230469
	Iteration 18Q: 3 clusters Score -1862181 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1862205.375000 Penalty: 4882.230469
	Iteration 19Q: 3 clusters Score -1862205 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1862218.875000 Penalty: 4882.230469
	Iteration 20F: 3 clusters Score -1862219 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1862235.125000 Penalty: 4882.230469
	Iteration 21Q: 3 clusters Score -1862235 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1862246.750000 Penalty: 4882.230469
	Iteration 22Q: 3 clusters Score -1862247 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1862256.750000 Penalty: 4882.230469
	Iteration 23Q: 3 clusters Score -1862257 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1862275.000000 Penalty: 4882.230469
	Iteration 24Q: 3 clusters Score -1862275 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1862286.875000 Penalty: 4882.230469
	Iteration 25Q: 3 clusters Score -1862287 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1862298.500000 Penalty: 4882.230469
	Iteration 26Q: 3 clusters Score -1862298 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1862309.250000 Penalty: 4882.230469
	Iteration 27Q: 3 clusters Score -1862309 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1862315.625000 Penalty: 4882.230469
	Iteration 28Q: 3 clusters Score -1862316 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1862332.750000 Penalty: 4882.230469
	Iteration 29Q: 3 clusters Score -1862333 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1862340.000000 Penalty: 4882.230469
	Iteration 30Q: 3 clusters Score -1862340 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1862354.375000 Penalty: 4882.230469
	Iteration 31Q: 3 clusters Score -1862354 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1862372.000000 Penalty: 4882.230469
	Iteration 32Q: 3 clusters Score -1862372 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1862374.875000 Penalty: 4882.230469
	Iteration 33Q: 3 clusters Score -1862375 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1862382.375000 Penalty: 4882.230469
	Iteration 34Q: 3 clusters Score -1862382 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1862395.875000 Penalty: 4882.230469
	Iteration 35Q: 3 clusters Score -1862396 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1862406.125000 Penalty: 4882.230469
	Iteration 36Q: 3 clusters Score -1862406 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1862417.625000 Penalty: 4882.230469
	Iteration 37Q: 3 clusters Score -1862418 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1862435.750000 Penalty: 4882.230469
	Iteration 38Q: 3 clusters Score -1862436 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1862439.750000 Penalty: 4882.230469
	Iteration 39Q: 3 clusters Score -1862440 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1862459.250000 Penalty: 4882.230469
	Iteration 40F: 3 clusters Score -1862459 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -1862474.000000 Penalty: 4882.230469
	Iteration 41Q: 3 clusters Score -1862474 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -1862487.375000 Penalty: 4882.230469
	Iteration 42Q: 3 clusters Score -1862487 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -1862510.625000 Penalty: 4882.230469
	Iteration 43Q: 3 clusters Score -1862511 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -1862519.250000 Penalty: 4882.230469
	Iteration 44Q: 3 clusters Score -1862519 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -1862527.750000 Penalty: 4882.230469
	Iteration 45Q: 3 clusters Score -1862528 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -1862537.250000 Penalty: 4882.230469
	Iteration 46Q: 3 clusters Score -1862537 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -1862554.625000 Penalty: 4882.230469
	Iteration 47Q: 3 clusters Score -1862555 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -1862566.250000 Penalty: 4882.230469
	Iteration 48Q: 3 clusters Score -1862566 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -1862580.375000 Penalty: 4882.230469
	Iteration 49Q: 3 clusters Score -1862580 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -1862585.000000 Penalty: 4882.230469
	Iteration 50Q: 3 clusters Score -1862585 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -1862599.625000 Penalty: 4882.230469
	Iteration 51Q: 3 clusters Score -1862600 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -1862619.750000 Penalty: 4882.230469
	Iteration 52Q: 3 clusters Score -1862620 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1862636.250000 Penalty: 4882.230469
	Iteration 53Q: 3 clusters Score -1862636 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1862650.625000 Penalty: 4882.230469
	Iteration 54Q: 3 clusters Score -1862651 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -1862673.625000 Penalty: 4882.230469
	Iteration 55Q: 3 clusters Score -1862674 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -1862677.125000 Penalty: 4882.230469
	Iteration 56Q: 3 clusters Score -1862677 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -1862686.125000 Penalty: 4882.230469
	Iteration 57Q: 3 clusters Score -1862686 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -1862707.750000 Penalty: 4882.230469
	Iteration 58Q: 3 clusters Score -1862708 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -1862727.875000 Penalty: 4882.230469
	Iteration 59Q: 3 clusters Score -1862728 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -1862743.500000 Penalty: 4882.230469
	Iteration 60F: 3 clusters Score -1862744 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1862757.000000 Penalty: 4882.230469
	Iteration 61Q: 3 clusters Score -1862757 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -1862775.375000 Penalty: 4882.230469
	Iteration 62Q: 3 clusters Score -1862775 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -1862786.500000 Penalty: 4882.230469
	Iteration 63Q: 3 clusters Score -1862786 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -1862806.625000 Penalty: 4882.230469
	Iteration 64Q: 3 clusters Score -1862807 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -1862818.375000 Penalty: 4882.230469
	Iteration 65Q: 3 clusters Score -1862818 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -1862835.625000 Penalty: 4882.230469
	Iteration 66Q: 3 clusters Score -1862836 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -1862854.375000 Penalty: 4882.230469
	Iteration 67Q: 3 clusters Score -1862854 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -1862876.875000 Penalty: 4882.230469
	Iteration 68Q: 3 clusters Score -1862877 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -1862904.375000 Penalty: 4882.230469
	Iteration 69Q: 3 clusters Score -1862904 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -1862920.000000 Penalty: 4882.230469
	Iteration 70Q: 3 clusters Score -1862920 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -1862948.375000 Penalty: 4882.230469
	Iteration 71Q: 3 clusters Score -1862948 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -1862965.625000 Penalty: 4882.230469
	Iteration 72Q: 3 clusters Score -1862966 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -1862977.625000 Penalty: 4882.230469
	Iteration 73Q: 3 clusters Score -1862978 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -1862989.750000 Penalty: 4882.230469
	Iteration 74Q: 3 clusters Score -1862990 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -1863003.250000 Penalty: 4882.230469
	Iteration 75Q: 3 clusters Score -1863003 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -1863023.875000 Penalty: 4882.230469
	Iteration 76Q: 3 clusters Score -1863024 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -1863035.875000 Penalty: 4882.230469
	Iteration 77Q: 3 clusters Score -1863036 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -1863045.000000 Penalty: 4882.230469
	Iteration 78Q: 3 clusters Score -1863045 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -1863051.125000 Penalty: 4882.230469
	Iteration 79Q: 3 clusters Score -1863051 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -1863061.250000 Penalty: 4882.230469
	Iteration 80F: 3 clusters Score -1863061 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -1863079.250000 Penalty: 4882.230469
	Iteration 81Q: 3 clusters Score -1863079 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -1863095.000000 Penalty: 4882.230469
	Iteration 82Q: 3 clusters Score -1863095 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -1863107.125000 Penalty: 4882.230469
	Iteration 83Q: 3 clusters Score -1863107 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -1863123.875000 Penalty: 4882.230469
	Iteration 84Q: 3 clusters Score -1863124 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -1863142.625000 Penalty: 4882.230469
	Iteration 85Q: 3 clusters Score -1863143 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -1863150.625000 Penalty: 4882.230469
	Iteration 86Q: 3 clusters Score -1863151 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -1863160.875000 Penalty: 4882.230469
	Iteration 87Q: 3 clusters Score -1863161 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -1863178.875000 Penalty: 4882.230469
	Iteration 88Q: 3 clusters Score -1863179 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -1863186.625000 Penalty: 4882.230469
	Iteration 89Q: 3 clusters Score -1863187 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -1863189.625000 Penalty: 4882.230469
	Iteration 90Q: 3 clusters Score -1863190 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -1863200.000000 Penalty: 4882.230469
	Iteration 91Q: 3 clusters Score -1863200 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -1863213.875000 Penalty: 4882.230469
	Iteration 92Q: 3 clusters Score -1863214 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -1863224.000000 Penalty: 4882.230469
	Iteration 93Q: 3 clusters Score -1863224 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -1863229.375000 Penalty: 4882.230469
	Iteration 94Q: 3 clusters Score -1863229 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -1863247.125000 Penalty: 4882.230469
	Iteration 95Q: 3 clusters Score -1863247 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -1863254.500000 Penalty: 4882.230469
	Iteration 96Q: 3 clusters Score -1863254 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -1863267.125000 Penalty: 4882.230469
	Iteration 97Q: 3 clusters Score -1863267 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -1863280.750000 Penalty: 4882.230469
	Iteration 98Q: 3 clusters Score -1863281 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -1863293.750000 Penalty: 4882.230469
	Iteration 99Q: 3 clusters Score -1863294 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -1863303.250000 Penalty: 4882.230469
	Iteration 100F: 3 clusters Score -1863303 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -1863314.000000 Penalty: 4882.230469
	Iteration 101Q: 3 clusters Score -1863314 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -1863328.000000 Penalty: 4882.230469
	Iteration 102Q: 3 clusters Score -1863328 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -1863337.500000 Penalty: 4882.230469
	Iteration 103Q: 3 clusters Score -1863338 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -1863342.750000 Penalty: 4882.230469
	Iteration 104Q: 3 clusters Score -1863343 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -1863354.500000 Penalty: 4882.230469
	Iteration 105Q: 3 clusters Score -1863354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -1863363.625000 Penalty: 4882.230469
	Iteration 106Q: 3 clusters Score -1863364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -1863368.500000 Penalty: 4882.230469
	Iteration 107Q: 3 clusters Score -1863368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -1863372.375000 Penalty: 4882.230469
	Iteration 108Q: 3 clusters Score -1863372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -1863377.750000 Penalty: 4882.230469
	Iteration 109Q: 3 clusters Score -1863378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -1863380.875000 Penalty: 4882.230469
	Iteration 110Q: 3 clusters Score -1863381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -1863380.750000 Penalty: 4882.230469
	Iteration 111Q: 3 clusters Score -1863381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -1863391.250000 Penalty: 4882.230469
	Iteration 112Q: 3 clusters Score -1863391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -1863391.750000 Penalty: 4882.230469
	Iteration 113Q: 3 clusters Score -1863392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -1863395.250000 Penalty: 4882.230469
	Iteration 114Q: 3 clusters Score -1863395 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -1863399.000000 Penalty: 4882.230469
	Iteration 115Q: 3 clusters Score -1863399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -1863402.750000 Penalty: 4882.230469
	Iteration 116Q: 3 clusters Score -1863403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -1863404.500000 Penalty: 4882.230469
	Iteration 117Q: 3 clusters Score -1863404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -1863409.500000 Penalty: 4882.230469
	Iteration 118Q: 3 clusters Score -1863410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -1863408.375000 Penalty: 4882.230469
	Iteration 119Q: 3 clusters Score -1863408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -1863412.500000 Penalty: 4882.230469
	Iteration 120F: 3 clusters Score -1863412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -1863412.875000 Penalty: 4882.230469
	Iteration 121Q: 3 clusters Score -1863413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -1863415.125000 Penalty: 4882.230469
	Iteration 122Q: 3 clusters Score -1863415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -1863411.375000 Penalty: 4882.230469
	Iteration 123Q: 3 clusters Score -1863411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -1863413.625000 Penalty: 4882.230469
	Iteration 124Q: 3 clusters Score -1863414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -1863415.750000 Penalty: 4882.230469
	Iteration 125Q: 3 clusters Score -1863416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -1863415.625000 Penalty: 4882.230469
	Iteration 126Q: 3 clusters Score -1863416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -1863424.625000 Penalty: 4882.230469
	Iteration 127Q: 3 clusters Score -1863425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -1863425.625000 Penalty: 4882.230469
	Iteration 128Q: 3 clusters Score -1863426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -1863422.500000 Penalty: 4882.230469
	Iteration 129Q: 3 clusters Score -1863422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -1863424.500000 Penalty: 4882.230469
	Iteration 130Q: 3 clusters Score -1863424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -1863425.875000 Penalty: 4882.230469
	Iteration 131Q: 3 clusters Score -1863426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -1863428.625000 Penalty: 4882.230469
	Iteration 132Q: 3 clusters Score -1863429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -1863429.875000 Penalty: 4882.230469
	Iteration 133Q: 3 clusters Score -1863430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -1863430.750000 Penalty: 4882.230469
	Iteration 134Q: 3 clusters Score -1863431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -1863430.750000 Penalty: 4882.230469
	Iteration 135F: 3 clusters Score -1863431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (3613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Entering Unmasked Estep 
Score: -343817.000000 Penalty: 2031.688965
	Iteration 0F: 2 clusters Score -343817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -340210.187500 Penalty: 4063.377930
	Iteration 0F: 3 clusters Score -340210.2 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -341046.406250 Penalty: 4063.377930
	Iteration 1F: 3 clusters Score -341046.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -341367.468750 Penalty: 4063.377930
	Iteration 2F: 3 clusters Score -341367.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -341614.281250 Penalty: 4063.377930
	Iteration 3F: 3 clusters Score -341614.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -341837.218750 Penalty: 4063.377930
	Iteration 4F: 3 clusters Score -341837.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -342073.656250 Penalty: 4063.377930
	Iteration 5F: 3 clusters Score -342073.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -342297.250000 Penalty: 4063.377930
	Iteration 6F: 3 clusters Score -342297.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -342453.593750 Penalty: 4063.377930
	Iteration 7Q: 3 clusters Score -342453.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -342591.531250 Penalty: 4063.377930
	Iteration 8Q: 3 clusters Score -342591.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -342701.000000 Penalty: 4063.377930
	Iteration 9Q: 3 clusters Score -342701 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -342763.312500 Penalty: 4063.377930
	Iteration 10Q: 3 clusters Score -342763.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -342808.968750 Penalty: 4063.377930
	Iteration 11Q: 3 clusters Score -342809 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -342841.750000 Penalty: 4063.377930
	Iteration 12Q: 3 clusters Score -342841.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -342860.281250 Penalty: 4063.377930
	Iteration 13Q: 3 clusters Score -342860.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -342874.250000 Penalty: 4063.377930
	Iteration 14Q: 3 clusters Score -342874.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -342891.281250 Penalty: 4063.377930
	Iteration 15Q: 3 clusters Score -342891.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -342904.562500 Penalty: 4063.377930
	Iteration 16Q: 3 clusters Score -342904.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -342909.718750 Penalty: 4063.377930
	Iteration 17Q: 3 clusters Score -342909.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -342911.406250 Penalty: 4063.377930
	Iteration 18Q: 3 clusters Score -342911.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -342914.718750 Penalty: 4063.377930
	Iteration 19Q: 3 clusters Score -342914.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -342916.406250 Penalty: 4063.377930
	Iteration 20F: 3 clusters Score -342916.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -342917.093750 Penalty: 4063.377930
	Iteration 21Q: 3 clusters Score -342917.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -342918.093750 Penalty: 4063.377930
	Iteration 22Q: 3 clusters Score -342918.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -342917.937500 Penalty: 4063.377930
	Iteration 23Q: 3 clusters Score -342917.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -342917.937500 Penalty: 4063.377930
	Iteration 24F: 3 clusters Score -342917.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Entering Unmasked Estep 
Score: -168144.468750 Penalty: 1835.202393
	Iteration 0F: 2 clusters Score -168144.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -165727.734375 Penalty: 3670.404785
	Iteration 0F: 3 clusters Score -165727.7 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -166101.312500 Penalty: 3670.404785
	Iteration 1F: 3 clusters Score -166101.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -166209.281250 Penalty: 3670.404785
	Iteration 2F: 3 clusters Score -166209.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -166262.546875 Penalty: 3670.404785
	Iteration 3Q: 3 clusters Score -166262.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -166300.671875 Penalty: 3670.404785
	Iteration 4Q: 3 clusters Score -166300.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -166354.171875 Penalty: 3670.404785
	Iteration 5Q: 3 clusters Score -166354.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -166404.328125 Penalty: 3670.404785
	Iteration 6Q: 3 clusters Score -166404.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -166451.125000 Penalty: 3670.404785
	Iteration 7Q: 3 clusters Score -166451.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -166500.750000 Penalty: 3670.404785
	Iteration 8Q: 3 clusters Score -166500.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -166543.687500 Penalty: 3670.404785
	Iteration 9Q: 3 clusters Score -166543.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -166594.546875 Penalty: 3670.404785
	Iteration 10Q: 3 clusters Score -166594.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -166673.046875 Penalty: 3670.404785
	Iteration 11Q: 3 clusters Score -166673 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -166794.093750 Penalty: 3670.404785
	Iteration 12Q: 3 clusters Score -166794.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -167107.781250 Penalty: 3670.404785
	Iteration 13Q: 3 clusters Score -167107.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -167352.625000 Penalty: 3670.404785
	Iteration 14Q: 3 clusters Score -167352.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -167513.953125 Penalty: 3670.404785
	Iteration 15F: 3 clusters Score -167514 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -167632.281250 Penalty: 3670.404785
	Iteration 16F: 3 clusters Score -167632.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -167722.375000 Penalty: 3670.404785
	Iteration 17Q: 3 clusters Score -167722.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -167800.531250 Penalty: 3670.404785
	Iteration 18Q: 3 clusters Score -167800.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -167859.921875 Penalty: 3670.404785
	Iteration 19Q: 3 clusters Score -167859.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -167904.140625 Penalty: 3670.404785
	Iteration 20F: 3 clusters Score -167904.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -167936.031250 Penalty: 3670.404785
	Iteration 21Q: 3 clusters Score -167936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -167959.828125 Penalty: 3670.404785
	Iteration 22Q: 3 clusters Score -167959.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -167970.078125 Penalty: 3670.404785
	Iteration 23Q: 3 clusters Score -167970.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -167981.921875 Penalty: 3670.404785
	Iteration 24Q: 3 clusters Score -167981.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -167996.234375 Penalty: 3670.404785
	Iteration 25Q: 3 clusters Score -167996.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -168005.109375 Penalty: 3670.404785
	Iteration 26Q: 3 clusters Score -168005.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -168013.796875 Penalty: 3670.404785
	Iteration 27Q: 3 clusters Score -168013.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -168021.656250 Penalty: 3670.404785
	Iteration 28Q: 3 clusters Score -168021.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -168029.359375 Penalty: 3670.404785
	Iteration 29Q: 3 clusters Score -168029.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -168029.359375 Penalty: 3670.404785
	Iteration 30F: 3 clusters Score -168029.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Entering Unmasked Estep 
Score: -208442.546875 Penalty: 1878.872192
	Iteration 0F: 2 clusters Score -208442.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -205830.593750 Penalty: 3757.744385
	Iteration 0F: 3 clusters Score -205830.6 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -206271.656250 Penalty: 3757.744385
	Iteration 1F: 3 clusters Score -206271.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -206405.203125 Penalty: 3757.744385
	Iteration 2F: 3 clusters Score -206405.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -206478.843750 Penalty: 3757.744385
	Iteration 3Q: 3 clusters Score -206478.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -206551.046875 Penalty: 3757.744385
	Iteration 4Q: 3 clusters Score -206551 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -206614.937500 Penalty: 3757.744385
	Iteration 5Q: 3 clusters Score -206614.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -206669.421875 Penalty: 3757.744385
	Iteration 6Q: 3 clusters Score -206669.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -206705.343750 Penalty: 3757.744385
	Iteration 7Q: 3 clusters Score -206705.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -206734.281250 Penalty: 3757.744385
	Iteration 8Q: 3 clusters Score -206734.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -206751.421875 Penalty: 3757.744385
	Iteration 9Q: 3 clusters Score -206751.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -206760.968750 Penalty: 3757.744385
	Iteration 10Q: 3 clusters Score -206761 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -206769.593750 Penalty: 3757.744385
	Iteration 11Q: 3 clusters Score -206769.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -206777.750000 Penalty: 3757.744385
	Iteration 12Q: 3 clusters Score -206777.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -206782.921875 Penalty: 3757.744385
	Iteration 13Q: 3 clusters Score -206782.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -206788.937500 Penalty: 3757.744385
	Iteration 14Q: 3 clusters Score -206788.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -206791.921875 Penalty: 3757.744385
	Iteration 15Q: 3 clusters Score -206791.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -206795.187500 Penalty: 3757.744385
	Iteration 16Q: 3 clusters Score -206795.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -206798.078125 Penalty: 3757.744385
	Iteration 17Q: 3 clusters Score -206798.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -206799.546875 Penalty: 3757.744385
	Iteration 18Q: 3 clusters Score -206799.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -206799.671875 Penalty: 3757.744385
	Iteration 19Q: 3 clusters Score -206799.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -206799.671875 Penalty: 3757.744385
	Iteration 20F: 3 clusters Score -206799.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (33333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33333 members 
Entering Unmasked Estep 
Score: -3616195.250000 Penalty: 2582.747070
	Iteration 0F: 2 clusters Score -3616195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -3593504.500000 Penalty: 5165.494141
	Iteration 0F: 3 clusters Score -3593504 nChanged 14994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -3601899.000000 Penalty: 5165.494141
	Iteration 1F: 3 clusters Score -3601899 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -3602494.500000 Penalty: 5165.494141
	Iteration 2Q: 3 clusters Score -3602494 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -3603144.000000 Penalty: 5165.494141
	Iteration 3Q: 3 clusters Score -3603144 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -3603930.000000 Penalty: 5165.494141
	Iteration 4Q: 3 clusters Score -3603930 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -3604885.000000 Penalty: 5165.494141
	Iteration 5F: 3 clusters Score -3604885 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -3606005.750000 Penalty: 5165.494141
	Iteration 6F: 3 clusters Score -3606006 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -3607361.750000 Penalty: 5165.494141
	Iteration 7F: 3 clusters Score -3607362 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -3608833.250000 Penalty: 5165.494141
	Iteration 8F: 3 clusters Score -3608833 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -3610203.500000 Penalty: 5165.494141
	Iteration 9F: 3 clusters Score -3610204 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -3611440.500000 Penalty: 5165.494141
	Iteration 10Q: 3 clusters Score -3611440 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -3612427.250000 Penalty: 5165.494141
	Iteration 11Q: 3 clusters Score -3612427 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -3613056.000000 Penalty: 5165.494141
	Iteration 12Q: 3 clusters Score -3613056 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -3613440.000000 Penalty: 5165.494141
	Iteration 13Q: 3 clusters Score -3613440 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -3613657.750000 Penalty: 5165.494141
	Iteration 14Q: 3 clusters Score -3613658 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -3613814.000000 Penalty: 5165.494141
	Iteration 15Q: 3 clusters Score -3613814 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -3613965.750000 Penalty: 5165.494141
	Iteration 16Q: 3 clusters Score -3613966 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -3614072.000000 Penalty: 5165.494141
	Iteration 17Q: 3 clusters Score -3614072 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -3614186.000000 Penalty: 5165.494141
	Iteration 18Q: 3 clusters Score -3614186 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -3614284.000000 Penalty: 5165.494141
	Iteration 19Q: 3 clusters Score -3614284 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 28284 members 
Entering Unmasked Estep 
Score: -3614354.250000 Penalty: 5165.494141
	Iteration 20F: 3 clusters Score -3614354 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -3614428.500000 Penalty: 5165.494141
	Iteration 21Q: 3 clusters Score -3614428 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -3614491.500000 Penalty: 5165.494141
	Iteration 22Q: 3 clusters Score -3614492 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -3614535.500000 Penalty: 5165.494141
	Iteration 23Q: 3 clusters Score -3614536 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -3614591.250000 Penalty: 5165.494141
	Iteration 24Q: 3 clusters Score -3614591 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -3614622.000000 Penalty: 5165.494141
	Iteration 25Q: 3 clusters Score -3614622 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -3614638.000000 Penalty: 5165.494141
	Iteration 26Q: 3 clusters Score -3614638 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -3614654.000000 Penalty: 5165.494141
	Iteration 27Q: 3 clusters Score -3614654 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -3614669.000000 Penalty: 5165.494141
	Iteration 28Q: 3 clusters Score -3614669 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -3614691.750000 Penalty: 5165.494141
	Iteration 29Q: 3 clusters Score -3614692 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -3614696.500000 Penalty: 5165.494141
	Iteration 30Q: 3 clusters Score -3614696 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -3614717.000000 Penalty: 5165.494141
	Iteration 31Q: 3 clusters Score -3614717 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -3614717.500000 Penalty: 5165.494141
	Iteration 32Q: 3 clusters Score -3614718 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -3614723.500000 Penalty: 5165.494141
	Iteration 33Q: 3 clusters Score -3614724 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -3614737.500000 Penalty: 5165.494141
	Iteration 34Q: 3 clusters Score -3614738 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -3614755.250000 Penalty: 5165.494141
	Iteration 35Q: 3 clusters Score -3614755 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -3614763.750000 Penalty: 5165.494141
	Iteration 36Q: 3 clusters Score -3614764 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -3614764.500000 Penalty: 5165.494141
	Iteration 37Q: 3 clusters Score -3614764 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -3614760.250000 Penalty: 5165.494141
	Iteration 38Q: 3 clusters Score -3614760 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -3614770.250000 Penalty: 5165.494141
	Iteration 39Q: 3 clusters Score -3614770 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -3614766.750000 Penalty: 5165.494141
	Iteration 40F: 3 clusters Score -3614767 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -3614770.250000 Penalty: 5165.494141
	Iteration 41Q: 3 clusters Score -3614770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -3614766.750000 Penalty: 5165.494141
	Iteration 42Q: 3 clusters Score -3614767 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -3614767.250000 Penalty: 5165.494141
	Iteration 43Q: 3 clusters Score -3614767 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 29705 members 
Entering Unmasked Estep 
Score: -3614770.500000 Penalty: 5165.494141
	Iteration 44Q: 3 clusters Score -3614770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -3614779.750000 Penalty: 5165.494141
	Iteration 45Q: 3 clusters Score -3614780 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 29745 members 
Entering Unmasked Estep 
Score: -3614774.000000 Penalty: 5165.494141
	Iteration 46Q: 3 clusters Score -3614774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -3614781.750000 Penalty: 5165.494141
	Iteration 47Q: 3 clusters Score -3614782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -3614784.750000 Penalty: 5165.494141
	Iteration 48Q: 3 clusters Score -3614785 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 29805 members 
Entering Unmasked Estep 
Score: -3614791.250000 Penalty: 5165.494141
	Iteration 49Q: 3 clusters Score -3614791 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -3614797.250000 Penalty: 5165.494141
	Iteration 50Q: 3 clusters Score -3614797 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -3614799.000000 Penalty: 5165.494141
	Iteration 51Q: 3 clusters Score -3614799 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 29892 members 
Entering Unmasked Estep 
Score: -3614809.500000 Penalty: 5165.494141
	Iteration 52Q: 3 clusters Score -3614810 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -3614807.250000 Penalty: 5165.494141
	Iteration 53Q: 3 clusters Score -3614807 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -3614817.250000 Penalty: 5165.494141
	Iteration 54Q: 3 clusters Score -3614817 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -3614827.250000 Penalty: 5165.494141
	Iteration 55Q: 3 clusters Score -3614827 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 30011 members 
Entering Unmasked Estep 
Score: -3614831.000000 Penalty: 5165.494141
	Iteration 56Q: 3 clusters Score -3614831 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -3614841.750000 Penalty: 5165.494141
	Iteration 57Q: 3 clusters Score -3614842 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -3614849.750000 Penalty: 5165.494141
	Iteration 58Q: 3 clusters Score -3614850 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -3614860.750000 Penalty: 5165.494141
	Iteration 59Q: 3 clusters Score -3614861 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -3614865.500000 Penalty: 5165.494141
	Iteration 60F: 3 clusters Score -3614866 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -3614870.500000 Penalty: 5165.494141
	Iteration 61Q: 3 clusters Score -3614870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 30181 members 
Entering Unmasked Estep 
Score: -3614868.250000 Penalty: 5165.494141
	Iteration 62Q: 3 clusters Score -3614868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 30196 members 
Entering Unmasked Estep 
Score: -3614873.250000 Penalty: 5165.494141
	Iteration 63Q: 3 clusters Score -3614873 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -3614875.750000 Penalty: 5165.494141
	Iteration 64Q: 3 clusters Score -3614876 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -3614876.750000 Penalty: 5165.494141
	Iteration 65Q: 3 clusters Score -3614877 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -3614873.250000 Penalty: 5165.494141
	Iteration 66Q: 3 clusters Score -3614873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -3614882.500000 Penalty: 5165.494141
	Iteration 67Q: 3 clusters Score -3614882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
Score: -3614877.000000 Penalty: 5165.494141
	Iteration 68Q: 3 clusters Score -3614877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -3614877.250000 Penalty: 5165.494141
	Iteration 69Q: 3 clusters Score -3614877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -3614875.750000 Penalty: 5165.494141
	Iteration 70Q: 3 clusters Score -3614876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
Score: -3614879.750000 Penalty: 5165.494141
	Iteration 71Q: 3 clusters Score -3614880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 30310 members 
Entering Unmasked Estep 
Score: -3614881.750000 Penalty: 5165.494141
	Iteration 72Q: 3 clusters Score -3614882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -3614884.500000 Penalty: 5165.494141
	Iteration 73Q: 3 clusters Score -3614884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -3614883.250000 Penalty: 5165.494141
	Iteration 74Q: 3 clusters Score -3614883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 30338 members 
Entering Unmasked Estep 
Score: -3614889.000000 Penalty: 5165.494141
	Iteration 75Q: 3 clusters Score -3614889 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 30354 members 
Entering Unmasked Estep 
Score: -3614891.000000 Penalty: 5165.494141
	Iteration 76Q: 3 clusters Score -3614891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 30363 members 
Entering Unmasked Estep 
Score: -3614893.500000 Penalty: 5165.494141
	Iteration 77Q: 3 clusters Score -3614894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -3614895.250000 Penalty: 5165.494141
	Iteration 78Q: 3 clusters Score -3614895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -3614900.000000 Penalty: 5165.494141
	Iteration 79Q: 3 clusters Score -3614900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -3614902.500000 Penalty: 5165.494141
	Iteration 80F: 3 clusters Score -3614902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -3614903.250000 Penalty: 5165.494141
	Iteration 81Q: 3 clusters Score -3614903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 30417 members 
Entering Unmasked Estep 
Score: -3614905.000000 Penalty: 5165.494141
	Iteration 82Q: 3 clusters Score -3614905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -3614904.000000 Penalty: 5165.494141
	Iteration 83Q: 3 clusters Score -3614904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -3614910.500000 Penalty: 5165.494141
	Iteration 84Q: 3 clusters Score -3614910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -3614910.750000 Penalty: 5165.494141
	Iteration 85Q: 3 clusters Score -3614911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -3614911.000000 Penalty: 5165.494141
	Iteration 86Q: 3 clusters Score -3614911 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 30466 members 
Entering Unmasked Estep 
Score: -3614916.000000 Penalty: 5165.494141
	Iteration 87Q: 3 clusters Score -3614916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 30484 members 
Entering Unmasked Estep 
Score: -3614924.250000 Penalty: 5165.494141
	Iteration 88Q: 3 clusters Score -3614924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -3614918.750000 Penalty: 5165.494141
	Iteration 89Q: 3 clusters Score -3614919 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -3614915.750000 Penalty: 5165.494141
	Iteration 90Q: 3 clusters Score -3614916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
Score: -3614922.750000 Penalty: 5165.494141
	Iteration 91Q: 3 clusters Score -3614923 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -3614926.000000 Penalty: 5165.494141
	Iteration 92Q: 3 clusters Score -3614926 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -3614925.250000 Penalty: 5165.494141
	Iteration 93Q: 3 clusters Score -3614925 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -3614931.750000 Penalty: 5165.494141
	Iteration 94Q: 3 clusters Score -3614932 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 30615 members 
Entering Unmasked Estep 
Score: -3614946.500000 Penalty: 5165.494141
	Iteration 95Q: 3 clusters Score -3614946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -3614938.750000 Penalty: 5165.494141
	Iteration 96Q: 3 clusters Score -3614939 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -3614949.250000 Penalty: 5165.494141
	Iteration 97Q: 3 clusters Score -3614949 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 30683 members 
Entering Unmasked Estep 
Score: -3614960.000000 Penalty: 5165.494141
	Iteration 98Q: 3 clusters Score -3614960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
Score: -3614966.500000 Penalty: 5165.494141
	Iteration 99Q: 3 clusters Score -3614966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -3614972.250000 Penalty: 5165.494141
	Iteration 100F: 3 clusters Score -3614972 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -3614990.500000 Penalty: 5165.494141
	Iteration 101Q: 3 clusters Score -3614990 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -3615005.500000 Penalty: 5165.494141
	Iteration 102Q: 3 clusters Score -3615006 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 30854 members 
Entering Unmasked Estep 
Score: -3615029.000000 Penalty: 5165.494141
	Iteration 103Q: 3 clusters Score -3615029 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 30899 members 
Entering Unmasked Estep 
Score: -3615039.000000 Penalty: 5165.494141
	Iteration 104Q: 3 clusters Score -3615039 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 30942 members 
Entering Unmasked Estep 
Score: -3615063.500000 Penalty: 5165.494141
	Iteration 105Q: 3 clusters Score -3615064 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -3615088.250000 Penalty: 5165.494141
	Iteration 106Q: 3 clusters Score -3615088 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -3615102.250000 Penalty: 5165.494141
	Iteration 107Q: 3 clusters Score -3615102 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -3615132.250000 Penalty: 5165.494141
	Iteration 108Q: 3 clusters Score -3615132 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 31079 members 
Entering Unmasked Estep 
Score: -3615139.500000 Penalty: 5165.494141
	Iteration 109Q: 3 clusters Score -3615140 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -3615165.000000 Penalty: 5165.494141
	Iteration 110Q: 3 clusters Score -3615165 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -3615168.000000 Penalty: 5165.494141
	Iteration 111Q: 3 clusters Score -3615168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -3615178.000000 Penalty: 5165.494141
	Iteration 112Q: 3 clusters Score -3615178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -3615177.750000 Penalty: 5165.494141
	Iteration 113Q: 3 clusters Score -3615178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 31155 members 
Entering Unmasked Estep 
Score: -3615174.250000 Penalty: 5165.494141
	Iteration 114Q: 3 clusters Score -3615174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -3615179.000000 Penalty: 5165.494141
	Iteration 115Q: 3 clusters Score -3615179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -3615179.000000 Penalty: 5165.494141
	Iteration 116Q: 3 clusters Score -3615179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -3615174.750000 Penalty: 5165.494141
	Iteration 117Q: 3 clusters Score -3615175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -3615174.250000 Penalty: 5165.494141
	Iteration 118Q: 3 clusters Score -3615174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 31176 members 
Entering Unmasked Estep 
Score: -3615178.250000 Penalty: 5165.494141
	Iteration 119Q: 3 clusters Score -3615178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -3615178.250000 Penalty: 5165.494141
	Iteration 120F: 3 clusters Score -3615178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 31181 members 
Entering Unmasked Estep 
Score: -3615177.750000 Penalty: 5165.494141
	Iteration 121Q: 3 clusters Score -3615178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 31181 members 
Entering Unmasked Estep 
Score: -3615177.750000 Penalty: 5165.494141
	Iteration 122F: 3 clusters Score -3615178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (7836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Entering Unmasked Estep 
Score: -851528.812500 Penalty: 2223.687988
	Iteration 0F: 2 clusters Score -851528.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -845231.125000 Penalty: 4447.375977
	Iteration 0F: 3 clusters Score -845231.1 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -846958.437500 Penalty: 4447.375977
	Iteration 1F: 3 clusters Score -846958.4 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -847243.625000 Penalty: 4447.375977
	Iteration 2F: 3 clusters Score -847243.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -847456.187500 Penalty: 4447.375977
	Iteration 3F: 3 clusters Score -847456.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -847626.375000 Penalty: 4447.375977
	Iteration 4Q: 3 clusters Score -847626.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -847773.625000 Penalty: 4447.375977
	Iteration 5Q: 3 clusters Score -847773.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -847927.750000 Penalty: 4447.375977
	Iteration 6Q: 3 clusters Score -847927.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -848036.375000 Penalty: 4447.375977
	Iteration 7Q: 3 clusters Score -848036.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -848153.250000 Penalty: 4447.375977
	Iteration 8Q: 3 clusters Score -848153.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -848264.750000 Penalty: 4447.375977
	Iteration 9Q: 3 clusters Score -848264.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -848371.250000 Penalty: 4447.375977
	Iteration 10Q: 3 clusters Score -848371.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -848455.062500 Penalty: 4447.375977
	Iteration 11Q: 3 clusters Score -848455.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -848533.187500 Penalty: 4447.375977
	Iteration 12Q: 3 clusters Score -848533.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -848620.625000 Penalty: 4447.375977
	Iteration 13Q: 3 clusters Score -848620.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -848696.437500 Penalty: 4447.375977
	Iteration 14Q: 3 clusters Score -848696.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -848783.312500 Penalty: 4447.375977
	Iteration 15Q: 3 clusters Score -848783.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -848851.750000 Penalty: 4447.375977
	Iteration 16Q: 3 clusters Score -848851.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -848925.125000 Penalty: 4447.375977
	Iteration 17Q: 3 clusters Score -848925.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -848994.312500 Penalty: 4447.375977
	Iteration 18Q: 3 clusters Score -848994.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -849060.812500 Penalty: 4447.375977
	Iteration 19Q: 3 clusters Score -849060.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -849112.250000 Penalty: 4447.375977
	Iteration 20F: 3 clusters Score -849112.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -849161.375000 Penalty: 4447.375977
	Iteration 21Q: 3 clusters Score -849161.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -849195.500000 Penalty: 4447.375977
	Iteration 22Q: 3 clusters Score -849195.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -849226.687500 Penalty: 4447.375977
	Iteration 23Q: 3 clusters Score -849226.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -849253.875000 Penalty: 4447.375977
	Iteration 24Q: 3 clusters Score -849253.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -849287.687500 Penalty: 4447.375977
	Iteration 25Q: 3 clusters Score -849287.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -849323.562500 Penalty: 4447.375977
	Iteration 26Q: 3 clusters Score -849323.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -849358.875000 Penalty: 4447.375977
	Iteration 27Q: 3 clusters Score -849358.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -849390.312500 Penalty: 4447.375977
	Iteration 28Q: 3 clusters Score -849390.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -849423.562500 Penalty: 4447.375977
	Iteration 29Q: 3 clusters Score -849423.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -849457.312500 Penalty: 4447.375977
	Iteration 30Q: 3 clusters Score -849457.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -849480.937500 Penalty: 4447.375977
	Iteration 31Q: 3 clusters Score -849480.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -849503.625000 Penalty: 4447.375977
	Iteration 32Q: 3 clusters Score -849503.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -849526.062500 Penalty: 4447.375977
	Iteration 33Q: 3 clusters Score -849526.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -849543.875000 Penalty: 4447.375977
	Iteration 34Q: 3 clusters Score -849543.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -849559.500000 Penalty: 4447.375977
	Iteration 35Q: 3 clusters Score -849559.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -849575.812500 Penalty: 4447.375977
	Iteration 36Q: 3 clusters Score -849575.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -849581.812500 Penalty: 4447.375977
	Iteration 37Q: 3 clusters Score -849581.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -849589.062500 Penalty: 4447.375977
	Iteration 38Q: 3 clusters Score -849589.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -849596.812500 Penalty: 4447.375977
	Iteration 39Q: 3 clusters Score -849596.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -849603.000000 Penalty: 4447.375977
	Iteration 40F: 3 clusters Score -849603 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -849610.875000 Penalty: 4447.375977
	Iteration 41Q: 3 clusters Score -849610.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -849618.187500 Penalty: 4447.375977
	Iteration 42Q: 3 clusters Score -849618.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -849623.187500 Penalty: 4447.375977
	Iteration 43Q: 3 clusters Score -849623.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -849627.375000 Penalty: 4447.375977
	Iteration 44Q: 3 clusters Score -849627.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -849629.000000 Penalty: 4447.375977
	Iteration 45Q: 3 clusters Score -849629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -849631.812500 Penalty: 4447.375977
	Iteration 46Q: 3 clusters Score -849631.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -849634.812500 Penalty: 4447.375977
	Iteration 47Q: 3 clusters Score -849634.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -849643.000000 Penalty: 4447.375977
	Iteration 48Q: 3 clusters Score -849643 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -849651.062500 Penalty: 4447.375977
	Iteration 49Q: 3 clusters Score -849651.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -849660.687500 Penalty: 4447.375977
	Iteration 50Q: 3 clusters Score -849660.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -849666.250000 Penalty: 4447.375977
	Iteration 51Q: 3 clusters Score -849666.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -849672.062500 Penalty: 4447.375977
	Iteration 52Q: 3 clusters Score -849672.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -849680.625000 Penalty: 4447.375977
	Iteration 53Q: 3 clusters Score -849680.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -849686.000000 Penalty: 4447.375977
	Iteration 54Q: 3 clusters Score -849686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -849689.000000 Penalty: 4447.375977
	Iteration 55Q: 3 clusters Score -849689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -849693.500000 Penalty: 4447.375977
	Iteration 56Q: 3 clusters Score -849693.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -849698.687500 Penalty: 4447.375977
	Iteration 57Q: 3 clusters Score -849698.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -849706.437500 Penalty: 4447.375977
	Iteration 58Q: 3 clusters Score -849706.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -849708.562500 Penalty: 4447.375977
	Iteration 59Q: 3 clusters Score -849708.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -849710.125000 Penalty: 4447.375977
	Iteration 60F: 3 clusters Score -849710.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -849711.687500 Penalty: 4447.375977
	Iteration 61Q: 3 clusters Score -849711.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -849713.375000 Penalty: 4447.375977
	Iteration 62Q: 3 clusters Score -849713.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -849713.250000 Penalty: 4447.375977
	Iteration 63Q: 3 clusters Score -849713.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -849713.562500 Penalty: 4447.375977
	Iteration 64Q: 3 clusters Score -849713.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -849714.000000 Penalty: 4447.375977
	Iteration 65Q: 3 clusters Score -849714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -849715.500000 Penalty: 4447.375977
	Iteration 66Q: 3 clusters Score -849715.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -849715.312500 Penalty: 4447.375977
	Iteration 67Q: 3 clusters Score -849715.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -849715.875000 Penalty: 4447.375977
	Iteration 68Q: 3 clusters Score -849715.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -849717.375000 Penalty: 4447.375977
	Iteration 69Q: 3 clusters Score -849717.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -849716.625000 Penalty: 4447.375977
	Iteration 70Q: 3 clusters Score -849716.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -849717.000000 Penalty: 4447.375977
	Iteration 71Q: 3 clusters Score -849717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -849717.000000 Penalty: 4447.375977
	Iteration 72F: 3 clusters Score -849717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156969 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 11937 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24800 members 
Mstep: Class 6 contains 72586 members 
Mstep: Class 7 contains 11894 members 
Mstep: Class 8 contains 1674 members 
Mstep: Class 9 contains 182187 members 
Mstep: Class 10 contains 12713 members 
Mstep: Class 11 contains 59752 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44206 members 
Mstep: Class 15 contains 12256 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25184 members 
Mstep: Class 18 contains 103782 members 
Mstep: Class 19 contains 3038 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 39030 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9005 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 14329 members 
Mstep: Class 29 contains 22830 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 13403 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67875 members 
Mstep: Class 34 contains 26202 members 
Mstep: Class 35 contains 15213 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18911 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14001 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18830 members 
Mstep: Class 48 contains 3613 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33333 members 
Mstep: Class 52 contains 7836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182096.000000 Penalty: 179445.484375
Iteration 279Q: 53 clusters Score -1.151821e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156968 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 11934 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24800 members 
Mstep: Class 6 contains 72586 members 
Mstep: Class 7 contains 11895 members 
Mstep: Class 8 contains 1674 members 
Mstep: Class 9 contains 182183 members 
Mstep: Class 10 contains 12713 members 
Mstep: Class 11 contains 59764 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44195 members 
Mstep: Class 15 contains 12256 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25183 members 
Mstep: Class 18 contains 103783 members 
Mstep: Class 19 contains 3038 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 39031 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9005 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 14329 members 
Mstep: Class 29 contains 22829 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 13403 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67879 members 
Mstep: Class 34 contains 26202 members 
Mstep: Class 35 contains 15214 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18911 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14003 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18829 members 
Mstep: Class 48 contains 3613 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33333 members 
Mstep: Class 52 contains 7836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182120.000000 Penalty: 179445.484375
Iteration 280F: 53 clusters Score -1.151821e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156966 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 11933 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24801 members 
Mstep: Class 6 contains 72587 members 
Mstep: Class 7 contains 11896 members 
Mstep: Class 8 contains 1675 members 
Mstep: Class 9 contains 182186 members 
Mstep: Class 10 contains 12712 members 
Mstep: Class 11 contains 59770 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44184 members 
Mstep: Class 15 contains 12256 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25181 members 
Mstep: Class 18 contains 103784 members 
Mstep: Class 19 contains 3038 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 39028 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9005 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 14328 members 
Mstep: Class 29 contains 22827 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 13403 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67884 members 
Mstep: Class 34 contains 26202 members 
Mstep: Class 35 contains 15216 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18911 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14005 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18829 members 
Mstep: Class 48 contains 3612 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33334 members 
Mstep: Class 52 contains 7836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182176.000000 Penalty: 179445.484375
Iteration 281Q: 53 clusters Score -1.151822e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156967 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 11932 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24799 members 
Mstep: Class 6 contains 72586 members 
Mstep: Class 7 contains 11896 members 
Mstep: Class 8 contains 1675 members 
Mstep: Class 9 contains 182188 members 
Mstep: Class 10 contains 12713 members 
Mstep: Class 11 contains 59770 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44177 members 
Mstep: Class 15 contains 12256 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25183 members 
Mstep: Class 18 contains 103784 members 
Mstep: Class 19 contains 3038 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 39032 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9005 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 14328 members 
Mstep: Class 29 contains 22828 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 13403 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67883 members 
Mstep: Class 34 contains 26202 members 
Mstep: Class 35 contains 15215 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18911 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14005 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18829 members 
Mstep: Class 48 contains 3613 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33335 members 
Mstep: Class 52 contains 7836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182248.000000 Penalty: 179445.484375
Iteration 282Q: 53 clusters Score -1.151822e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156970 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 11931 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24799 members 
Mstep: Class 6 contains 72586 members 
Mstep: Class 7 contains 11896 members 
Mstep: Class 8 contains 1675 members 
Mstep: Class 9 contains 182186 members 
Mstep: Class 10 contains 12714 members 
Mstep: Class 11 contains 59775 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44167 members 
Mstep: Class 15 contains 12256 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25182 members 
Mstep: Class 18 contains 103784 members 
Mstep: Class 19 contains 3038 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 39034 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9005 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 14327 members 
Mstep: Class 29 contains 22827 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 13403 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67884 members 
Mstep: Class 34 contains 26202 members 
Mstep: Class 35 contains 15216 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18912 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14007 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18829 members 
Mstep: Class 48 contains 3613 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33335 members 
Mstep: Class 52 contains 7836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182232.000000 Penalty: 179445.484375
Iteration 283Q: 53 clusters Score -1.151822e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156972 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 11927 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24797 members 
Mstep: Class 6 contains 72586 members 
Mstep: Class 7 contains 11898 members 
Mstep: Class 8 contains 1675 members 
Mstep: Class 9 contains 182182 members 
Mstep: Class 10 contains 12715 members 
Mstep: Class 11 contains 59781 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44159 members 
Mstep: Class 15 contains 12256 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25182 members 
Mstep: Class 18 contains 103784 members 
Mstep: Class 19 contains 3038 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 39033 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9005 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 14326 members 
Mstep: Class 29 contains 22829 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 13403 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67890 members 
Mstep: Class 34 contains 26202 members 
Mstep: Class 35 contains 15217 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18912 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14009 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18828 members 
Mstep: Class 48 contains 3613 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33335 members 
Mstep: Class 52 contains 7835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182136.000000 Penalty: 179445.484375
Iteration 284Q: 53 clusters Score -1.151821e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156980 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 11925 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24798 members 
Mstep: Class 6 contains 72586 members 
Mstep: Class 7 contains 11899 members 
Mstep: Class 8 contains 1675 members 
Mstep: Class 9 contains 182178 members 
Mstep: Class 10 contains 12715 members 
Mstep: Class 11 contains 59788 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44151 members 
Mstep: Class 15 contains 12256 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25182 members 
Mstep: Class 18 contains 103784 members 
Mstep: Class 19 contains 3038 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 39032 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9006 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 14325 members 
Mstep: Class 29 contains 22827 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 13403 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67892 members 
Mstep: Class 34 contains 26203 members 
Mstep: Class 35 contains 15218 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18912 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14011 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18826 members 
Mstep: Class 48 contains 3613 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33333 members 
Mstep: Class 52 contains 7833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182088.000000 Penalty: 179445.484375
Iteration 285Q: 53 clusters Score -1.151821e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156989 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 11923 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24800 members 
Mstep: Class 6 contains 72586 members 
Mstep: Class 7 contains 11900 members 
Mstep: Class 8 contains 1675 members 
Mstep: Class 9 contains 182179 members 
Mstep: Class 10 contains 12716 members 
Mstep: Class 11 contains 59795 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44129 members 
Mstep: Class 15 contains 12256 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25182 members 
Mstep: Class 18 contains 103784 members 
Mstep: Class 19 contains 3038 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 39034 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9006 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2213 members 
Mstep: Class 28 contains 14325 members 
Mstep: Class 29 contains 22825 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 13403 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67894 members 
Mstep: Class 34 contains 26203 members 
Mstep: Class 35 contains 15218 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18911 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14011 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18827 members 
Mstep: Class 48 contains 3615 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33333 members 
Mstep: Class 52 contains 7831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182072.000000 Penalty: 179445.484375
Iteration 286Q: 53 clusters Score -1.151821e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156989 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 11922 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24801 members 
Mstep: Class 6 contains 72586 members 
Mstep: Class 7 contains 11900 members 
Mstep: Class 8 contains 1675 members 
Mstep: Class 9 contains 182178 members 
Mstep: Class 10 contains 12715 members 
Mstep: Class 11 contains 59803 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44119 members 
Mstep: Class 15 contains 12256 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25183 members 
Mstep: Class 18 contains 103786 members 
Mstep: Class 19 contains 3038 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 39033 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9006 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14325 members 
Mstep: Class 29 contains 22825 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 13403 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67896 members 
Mstep: Class 34 contains 26203 members 
Mstep: Class 35 contains 15217 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18909 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14014 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18827 members 
Mstep: Class 48 contains 3615 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33332 members 
Mstep: Class 52 contains 7831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182112.000000 Penalty: 179445.484375
Iteration 287Q: 53 clusters Score -1.151821e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156992 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 11923 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24801 members 
Mstep: Class 6 contains 72586 members 
Mstep: Class 7 contains 11901 members 
Mstep: Class 8 contains 1675 members 
Mstep: Class 9 contains 182178 members 
Mstep: Class 10 contains 12714 members 
Mstep: Class 11 contains 59807 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44115 members 
Mstep: Class 15 contains 12256 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25183 members 
Mstep: Class 18 contains 103800 members 
Mstep: Class 19 contains 3038 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 39019 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9006 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2215 members 
Mstep: Class 28 contains 14325 members 
Mstep: Class 29 contains 22825 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 13404 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67892 members 
Mstep: Class 34 contains 26203 members 
Mstep: Class 35 contains 15217 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18908 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14015 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18827 members 
Mstep: Class 48 contains 3615 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33330 members 
Mstep: Class 52 contains 7831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182112.000000 Penalty: 179445.484375
Iteration 288Q: 53 clusters Score -1.151821e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156991 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 11923 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24801 members 
Mstep: Class 6 contains 72586 members 
Mstep: Class 7 contains 11902 members 
Mstep: Class 8 contains 1675 members 
Mstep: Class 9 contains 182178 members 
Mstep: Class 10 contains 12714 members 
Mstep: Class 11 contains 59810 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44110 members 
Mstep: Class 15 contains 12256 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25182 members 
Mstep: Class 18 contains 103810 members 
Mstep: Class 19 contains 3038 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 39011 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9005 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2216 members 
Mstep: Class 28 contains 14325 members 
Mstep: Class 29 contains 22826 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 13404 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67893 members 
Mstep: Class 34 contains 26202 members 
Mstep: Class 35 contains 15216 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18907 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14019 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18826 members 
Mstep: Class 48 contains 3615 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33329 members 
Mstep: Class 52 contains 7831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182128.000000 Penalty: 179445.484375
Iteration 289Q: 53 clusters Score -1.151821e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156991 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 11923 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24801 members 
Mstep: Class 6 contains 72586 members 
Mstep: Class 7 contains 11903 members 
Mstep: Class 8 contains 1675 members 
Mstep: Class 9 contains 182179 members 
Mstep: Class 10 contains 12714 members 
Mstep: Class 11 contains 59812 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44106 members 
Mstep: Class 15 contains 12256 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25183 members 
Mstep: Class 18 contains 103812 members 
Mstep: Class 19 contains 3038 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 39008 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9005 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2216 members 
Mstep: Class 28 contains 14324 members 
Mstep: Class 29 contains 22825 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 13407 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67890 members 
Mstep: Class 34 contains 26202 members 
Mstep: Class 35 contains 15214 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18908 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14021 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18827 members 
Mstep: Class 48 contains 3615 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33329 members 
Mstep: Class 52 contains 7831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182184.000000 Penalty: 179445.484375
Iteration 290Q: 53 clusters Score -1.151822e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156992 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 11926 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24800 members 
Mstep: Class 6 contains 72586 members 
Mstep: Class 7 contains 11904 members 
Mstep: Class 8 contains 1675 members 
Mstep: Class 9 contains 182181 members 
Mstep: Class 10 contains 12714 members 
Mstep: Class 11 contains 59813 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44100 members 
Mstep: Class 15 contains 12256 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25184 members 
Mstep: Class 18 contains 103817 members 
Mstep: Class 19 contains 3038 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 39003 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9005 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2216 members 
Mstep: Class 28 contains 14324 members 
Mstep: Class 29 contains 22825 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 13408 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67886 members 
Mstep: Class 34 contains 26203 members 
Mstep: Class 35 contains 15214 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18908 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14022 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18827 members 
Mstep: Class 48 contains 3615 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33329 members 
Mstep: Class 52 contains 7830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182288.000000 Penalty: 179445.484375
Iteration 291Q: 53 clusters Score -1.151823e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156993 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 11926 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24799 members 
Mstep: Class 6 contains 72587 members 
Mstep: Class 7 contains 11904 members 
Mstep: Class 8 contains 1675 members 
Mstep: Class 9 contains 182180 members 
Mstep: Class 10 contains 12714 members 
Mstep: Class 11 contains 59815 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44099 members 
Mstep: Class 15 contains 12256 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25183 members 
Mstep: Class 18 contains 103826 members 
Mstep: Class 19 contains 3038 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38994 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9005 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2216 members 
Mstep: Class 28 contains 14324 members 
Mstep: Class 29 contains 22824 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 13409 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67885 members 
Mstep: Class 34 contains 26203 members 
Mstep: Class 35 contains 15214 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18907 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14024 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18827 members 
Mstep: Class 48 contains 3615 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33329 members 
Mstep: Class 52 contains 7830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182168.000000 Penalty: 179445.484375
Iteration 292Q: 53 clusters Score -1.151822e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156993 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 11926 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24799 members 
Mstep: Class 6 contains 72588 members 
Mstep: Class 7 contains 11906 members 
Mstep: Class 8 contains 1675 members 
Mstep: Class 9 contains 182181 members 
Mstep: Class 10 contains 12714 members 
Mstep: Class 11 contains 59816 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44096 members 
Mstep: Class 15 contains 12256 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25182 members 
Mstep: Class 18 contains 103832 members 
Mstep: Class 19 contains 3038 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38984 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9005 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2216 members 
Mstep: Class 28 contains 14323 members 
Mstep: Class 29 contains 22823 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 13411 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67886 members 
Mstep: Class 34 contains 26203 members 
Mstep: Class 35 contains 15215 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18906 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14026 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18827 members 
Mstep: Class 48 contains 3615 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33329 members 
Mstep: Class 52 contains 7830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182144.000000 Penalty: 179445.484375
Iteration 293Q: 53 clusters Score -1.151821e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156993 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 11926 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24800 members 
Mstep: Class 6 contains 72588 members 
Mstep: Class 7 contains 11906 members 
Mstep: Class 8 contains 1675 members 
Mstep: Class 9 contains 182181 members 
Mstep: Class 10 contains 12714 members 
Mstep: Class 11 contains 59817 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44096 members 
Mstep: Class 15 contains 12256 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25181 members 
Mstep: Class 18 contains 103837 members 
Mstep: Class 19 contains 3038 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38975 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9006 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2216 members 
Mstep: Class 28 contains 14320 members 
Mstep: Class 29 contains 22822 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 13414 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67886 members 
Mstep: Class 34 contains 26203 members 
Mstep: Class 35 contains 15215 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18906 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14027 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5775 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18827 members 
Mstep: Class 48 contains 3615 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33330 members 
Mstep: Class 52 contains 7830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182272.000000 Penalty: 179445.484375
Iteration 294Q: 53 clusters Score -1.151823e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156994 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 11926 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24802 members 
Mstep: Class 6 contains 72589 members 
Mstep: Class 7 contains 11911 members 
Mstep: Class 8 contains 1675 members 
Mstep: Class 9 contains 182183 members 
Mstep: Class 10 contains 12714 members 
Mstep: Class 11 contains 59818 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44090 members 
Mstep: Class 15 contains 12255 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25180 members 
Mstep: Class 18 contains 103850 members 
Mstep: Class 19 contains 3038 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38958 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9006 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2216 members 
Mstep: Class 28 contains 14319 members 
Mstep: Class 29 contains 22821 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 13414 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67885 members 
Mstep: Class 34 contains 26203 members 
Mstep: Class 35 contains 15216 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18906 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14029 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5775 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18828 members 
Mstep: Class 48 contains 3615 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33330 members 
Mstep: Class 52 contains 7830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182264.000000 Penalty: 179445.484375
Iteration 295Q: 53 clusters Score -1.151823e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156995 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 11926 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24801 members 
Mstep: Class 6 contains 72589 members 
Mstep: Class 7 contains 11913 members 
Mstep: Class 8 contains 1675 members 
Mstep: Class 9 contains 182185 members 
Mstep: Class 10 contains 12714 members 
Mstep: Class 11 contains 59819 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44084 members 
Mstep: Class 15 contains 12254 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25179 members 
Mstep: Class 18 contains 103853 members 
Mstep: Class 19 contains 3038 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38958 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9006 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2216 members 
Mstep: Class 28 contains 14319 members 
Mstep: Class 29 contains 22820 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 13414 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67885 members 
Mstep: Class 34 contains 26202 members 
Mstep: Class 35 contains 15216 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18906 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14031 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5775 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18828 members 
Mstep: Class 48 contains 3615 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33331 members 
Mstep: Class 52 contains 7829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182232.000000 Penalty: 179445.484375
Iteration 296Q: 53 clusters Score -1.151822e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156993 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 11925 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24800 members 
Mstep: Class 6 contains 72589 members 
Mstep: Class 7 contains 11917 members 
Mstep: Class 8 contains 1675 members 
Mstep: Class 9 contains 182186 members 
Mstep: Class 10 contains 12714 members 
Mstep: Class 11 contains 59818 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44079 members 
Mstep: Class 15 contains 12254 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25179 members 
Mstep: Class 18 contains 103854 members 
Mstep: Class 19 contains 3038 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38955 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9006 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2216 members 
Mstep: Class 28 contains 14319 members 
Mstep: Class 29 contains 22824 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 13416 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67886 members 
Mstep: Class 34 contains 26202 members 
Mstep: Class 35 contains 15216 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18906 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14032 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5775 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18827 members 
Mstep: Class 48 contains 3615 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33331 members 
Mstep: Class 52 contains 7829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182112.000000 Penalty: 179445.484375
Iteration 297Q: 53 clusters Score -1.151821e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156996 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 11925 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24800 members 
Mstep: Class 6 contains 72589 members 
Mstep: Class 7 contains 11917 members 
Mstep: Class 8 contains 1675 members 
Mstep: Class 9 contains 182186 members 
Mstep: Class 10 contains 12714 members 
Mstep: Class 11 contains 59818 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44075 members 
Mstep: Class 15 contains 12254 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25179 members 
Mstep: Class 18 contains 103855 members 
Mstep: Class 19 contains 3038 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38951 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9006 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2216 members 
Mstep: Class 28 contains 14319 members 
Mstep: Class 29 contains 22825 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 13419 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67886 members 
Mstep: Class 34 contains 26202 members 
Mstep: Class 35 contains 15215 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18906 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14033 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5775 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18827 members 
Mstep: Class 48 contains 3615 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33331 members 
Mstep: Class 52 contains 7829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182088.000000 Penalty: 179445.484375
Iteration 298Q: 53 clusters Score -1.151821e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156987 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 11925 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24799 members 
Mstep: Class 6 contains 72589 members 
Mstep: Class 7 contains 11919 members 
Mstep: Class 8 contains 1675 members 
Mstep: Class 9 contains 182193 members 
Mstep: Class 10 contains 12714 members 
Mstep: Class 11 contains 59820 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44075 members 
Mstep: Class 15 contains 12252 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25179 members 
Mstep: Class 18 contains 103857 members 
Mstep: Class 19 contains 3038 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38948 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9006 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2216 members 
Mstep: Class 28 contains 14319 members 
Mstep: Class 29 contains 22824 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 13419 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67886 members 
Mstep: Class 34 contains 26202 members 
Mstep: Class 35 contains 15216 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18906 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14035 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5775 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18827 members 
Mstep: Class 48 contains 3615 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33331 members 
Mstep: Class 52 contains 7829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182040.000000 Penalty: 179445.484375
Iteration 299Q: 53 clusters Score -1.15182e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156988 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 11925 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24799 members 
Mstep: Class 6 contains 72589 members 
Mstep: Class 7 contains 11917 members 
Mstep: Class 8 contains 1675 members 
Mstep: Class 9 contains 182195 members 
Mstep: Class 10 contains 12715 members 
Mstep: Class 11 contains 59819 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44071 members 
Mstep: Class 15 contains 12251 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25179 members 
Mstep: Class 18 contains 103860 members 
Mstep: Class 19 contains 3038 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38946 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9006 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2216 members 
Mstep: Class 28 contains 14319 members 
Mstep: Class 29 contains 22825 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 13420 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67885 members 
Mstep: Class 34 contains 26202 members 
Mstep: Class 35 contains 15218 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18906 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14034 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5775 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18827 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33331 members 
Mstep: Class 52 contains 7829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182104.000000 Penalty: 179445.484375
Iteration 300F: 53 clusters Score -1.151821e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156988 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 11925 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24800 members 
Mstep: Class 6 contains 72589 members 
Mstep: Class 7 contains 11921 members 
Mstep: Class 8 contains 1675 members 
Mstep: Class 9 contains 182195 members 
Mstep: Class 10 contains 12715 members 
Mstep: Class 11 contains 59820 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44070 members 
Mstep: Class 15 contains 12249 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25179 members 
Mstep: Class 18 contains 103864 members 
Mstep: Class 19 contains 3038 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38938 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9006 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2216 members 
Mstep: Class 28 contains 14319 members 
Mstep: Class 29 contains 22824 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 13421 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67884 members 
Mstep: Class 34 contains 26203 members 
Mstep: Class 35 contains 15219 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18906 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14034 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5775 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18827 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33331 members 
Mstep: Class 52 contains 7829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182112.000000 Penalty: 179445.484375
Iteration 301Q: 53 clusters Score -1.151821e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156982 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 11925 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24800 members 
Mstep: Class 6 contains 72589 members 
Mstep: Class 7 contains 11921 members 
Mstep: Class 8 contains 1675 members 
Mstep: Class 9 contains 182199 members 
Mstep: Class 10 contains 12715 members 
Mstep: Class 11 contains 59827 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44065 members 
Mstep: Class 15 contains 12247 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25179 members 
Mstep: Class 18 contains 103866 members 
Mstep: Class 19 contains 3038 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38936 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9006 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2216 members 
Mstep: Class 28 contains 14319 members 
Mstep: Class 29 contains 22823 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 13425 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67883 members 
Mstep: Class 34 contains 26203 members 
Mstep: Class 35 contains 15219 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18906 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14034 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5775 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18827 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33331 members 
Mstep: Class 52 contains 7829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182056.000000 Penalty: 179445.484375
Iteration 302Q: 53 clusters Score -1.151821e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156981 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 11925 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24800 members 
Mstep: Class 6 contains 72589 members 
Mstep: Class 7 contains 11916 members 
Mstep: Class 8 contains 1675 members 
Mstep: Class 9 contains 182199 members 
Mstep: Class 10 contains 12715 members 
Mstep: Class 11 contains 59830 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44061 members 
Mstep: Class 15 contains 12245 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25179 members 
Mstep: Class 18 contains 103870 members 
Mstep: Class 19 contains 3038 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38936 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9006 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2216 members 
Mstep: Class 28 contains 14319 members 
Mstep: Class 29 contains 22823 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 13429 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67882 members 
Mstep: Class 34 contains 26203 members 
Mstep: Class 35 contains 15219 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18906 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14036 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5775 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18827 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33331 members 
Mstep: Class 52 contains 7829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182160.000000 Penalty: 179445.484375
Iteration 303Q: 53 clusters Score -1.151822e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156980 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 11924 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24800 members 
Mstep: Class 6 contains 72589 members 
Mstep: Class 7 contains 11919 members 
Mstep: Class 8 contains 1676 members 
Mstep: Class 9 contains 182196 members 
Mstep: Class 10 contains 12715 members 
Mstep: Class 11 contains 59834 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44061 members 
Mstep: Class 15 contains 12242 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25178 members 
Mstep: Class 18 contains 103872 members 
Mstep: Class 19 contains 3038 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38931 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9006 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2216 members 
Mstep: Class 28 contains 14319 members 
Mstep: Class 29 contains 22823 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 13433 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67881 members 
Mstep: Class 34 contains 26203 members 
Mstep: Class 35 contains 15218 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18906 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14037 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5775 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18828 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33331 members 
Mstep: Class 52 contains 7829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182128.000000 Penalty: 179445.484375
Iteration 304Q: 53 clusters Score -1.151821e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156978 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 11922 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24801 members 
Mstep: Class 6 contains 72588 members 
Mstep: Class 7 contains 11923 members 
Mstep: Class 8 contains 1679 members 
Mstep: Class 9 contains 182199 members 
Mstep: Class 10 contains 12714 members 
Mstep: Class 11 contains 59834 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44058 members 
Mstep: Class 15 contains 12241 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25179 members 
Mstep: Class 18 contains 103874 members 
Mstep: Class 19 contains 3037 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38929 members 
Mstep: Class 22 contains 1379 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9006 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2216 members 
Mstep: Class 28 contains 14319 members 
Mstep: Class 29 contains 22822 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 13433 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67881 members 
Mstep: Class 34 contains 26203 members 
Mstep: Class 35 contains 15218 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18905 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14038 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5775 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18828 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33331 members 
Mstep: Class 52 contains 7829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182112.000000 Penalty: 179445.484375
Iteration 305Q: 53 clusters Score -1.151821e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156979 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 11922 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24801 members 
Mstep: Class 6 contains 72588 members 
Mstep: Class 7 contains 11930 members 
Mstep: Class 8 contains 1679 members 
Mstep: Class 9 contains 182200 members 
Mstep: Class 10 contains 12714 members 
Mstep: Class 11 contains 59832 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44055 members 
Mstep: Class 15 contains 12240 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25178 members 
Mstep: Class 18 contains 103880 members 
Mstep: Class 19 contains 3037 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38924 members 
Mstep: Class 22 contains 1379 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9006 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2216 members 
Mstep: Class 28 contains 14319 members 
Mstep: Class 29 contains 22820 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 13434 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67879 members 
Mstep: Class 34 contains 26202 members 
Mstep: Class 35 contains 15218 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18905 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14041 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5775 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18827 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33331 members 
Mstep: Class 52 contains 7828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182136.000000 Penalty: 179445.484375
Iteration 306Q: 53 clusters Score -1.151821e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156978 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 11922 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24803 members 
Mstep: Class 6 contains 72588 members 
Mstep: Class 7 contains 11938 members 
Mstep: Class 8 contains 1679 members 
Mstep: Class 9 contains 182198 members 
Mstep: Class 10 contains 12714 members 
Mstep: Class 11 contains 59835 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44054 members 
Mstep: Class 15 contains 12238 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25178 members 
Mstep: Class 18 contains 103886 members 
Mstep: Class 19 contains 3037 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38916 members 
Mstep: Class 22 contains 1379 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9006 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2216 members 
Mstep: Class 28 contains 14319 members 
Mstep: Class 29 contains 22817 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 13433 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67878 members 
Mstep: Class 34 contains 26202 members 
Mstep: Class 35 contains 15217 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18905 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14042 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5775 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18827 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33331 members 
Mstep: Class 52 contains 7828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182112.000000 Penalty: 179445.484375
Iteration 307Q: 53 clusters Score -1.151821e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156979 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 11922 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24802 members 
Mstep: Class 6 contains 72588 members 
Mstep: Class 7 contains 11940 members 
Mstep: Class 8 contains 1679 members 
Mstep: Class 9 contains 182199 members 
Mstep: Class 10 contains 12714 members 
Mstep: Class 11 contains 59838 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44052 members 
Mstep: Class 15 contains 12238 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25178 members 
Mstep: Class 18 contains 103887 members 
Mstep: Class 19 contains 3036 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38914 members 
Mstep: Class 22 contains 1379 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9006 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2216 members 
Mstep: Class 28 contains 14319 members 
Mstep: Class 29 contains 22816 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 13434 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67875 members 
Mstep: Class 34 contains 26203 members 
Mstep: Class 35 contains 15216 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18905 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14043 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5775 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18827 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33331 members 
Mstep: Class 52 contains 7828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182096.000000 Penalty: 179445.484375
Iteration 308Q: 53 clusters Score -1.151821e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156977 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 11923 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24803 members 
Mstep: Class 6 contains 72588 members 
Mstep: Class 7 contains 11943 members 
Mstep: Class 8 contains 1679 members 
Mstep: Class 9 contains 182201 members 
Mstep: Class 10 contains 12714 members 
Mstep: Class 11 contains 59844 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44046 members 
Mstep: Class 15 contains 12237 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25177 members 
Mstep: Class 18 contains 103889 members 
Mstep: Class 19 contains 3036 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38911 members 
Mstep: Class 22 contains 1379 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9006 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2216 members 
Mstep: Class 28 contains 14319 members 
Mstep: Class 29 contains 22811 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 13434 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67878 members 
Mstep: Class 34 contains 26202 members 
Mstep: Class 35 contains 15217 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18905 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14044 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5775 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18826 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33331 members 
Mstep: Class 52 contains 7828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182192.000000 Penalty: 179445.484375
Iteration 309Q: 53 clusters Score -1.151822e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156977 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 11923 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24799 members 
Mstep: Class 6 contains 72589 members 
Mstep: Class 7 contains 11948 members 
Mstep: Class 8 contains 1679 members 
Mstep: Class 9 contains 182202 members 
Mstep: Class 10 contains 12714 members 
Mstep: Class 11 contains 59851 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44042 members 
Mstep: Class 15 contains 12237 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25175 members 
Mstep: Class 18 contains 103890 members 
Mstep: Class 19 contains 3037 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38908 members 
Mstep: Class 22 contains 1379 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9007 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2216 members 
Mstep: Class 28 contains 14319 members 
Mstep: Class 29 contains 22809 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 13433 members 
Mstep: Class 32 contains 8062 members 
Mstep: Class 33 contains 67876 members 
Mstep: Class 34 contains 26199 members 
Mstep: Class 35 contains 15220 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18905 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14046 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5775 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18825 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33331 members 
Mstep: Class 52 contains 7828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182288.000000 Penalty: 179445.484375
Iteration 310Q: 53 clusters Score -1.151823e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156968 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 11922 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24800 members 
Mstep: Class 6 contains 72589 members 
Mstep: Class 7 contains 11950 members 
Mstep: Class 8 contains 1679 members 
Mstep: Class 9 contains 182202 members 
Mstep: Class 10 contains 12714 members 
Mstep: Class 11 contains 59862 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44037 members 
Mstep: Class 15 contains 12236 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25175 members 
Mstep: Class 18 contains 103890 members 
Mstep: Class 19 contains 3036 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38907 members 
Mstep: Class 22 contains 1379 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9007 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2216 members 
Mstep: Class 28 contains 14319 members 
Mstep: Class 29 contains 22809 members 
Mstep: Class 30 contains 3068 members 
Mstep: Class 31 contains 13433 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67876 members 
Mstep: Class 34 contains 26198 members 
Mstep: Class 35 contains 15224 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18906 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14050 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5775 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18824 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33331 members 
Mstep: Class 52 contains 7827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182192.000000 Penalty: 179445.484375
Iteration 311Q: 53 clusters Score -1.151822e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156970 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 11921 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24796 members 
Mstep: Class 6 contains 72589 members 
Mstep: Class 7 contains 11944 members 
Mstep: Class 8 contains 1680 members 
Mstep: Class 9 contains 182203 members 
Mstep: Class 10 contains 12714 members 
Mstep: Class 11 contains 59872 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44027 members 
Mstep: Class 15 contains 12235 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25175 members 
Mstep: Class 18 contains 103891 members 
Mstep: Class 19 contains 3036 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38906 members 
Mstep: Class 22 contains 1379 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9007 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2216 members 
Mstep: Class 28 contains 14319 members 
Mstep: Class 29 contains 22807 members 
Mstep: Class 30 contains 3067 members 
Mstep: Class 31 contains 13434 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67878 members 
Mstep: Class 34 contains 26197 members 
Mstep: Class 35 contains 15227 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18906 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14054 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5775 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18826 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33331 members 
Mstep: Class 52 contains 7827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182064.000000 Penalty: 179445.484375
Iteration 312Q: 53 clusters Score -1.151821e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156974 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 11922 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24798 members 
Mstep: Class 6 contains 72589 members 
Mstep: Class 7 contains 11945 members 
Mstep: Class 8 contains 1680 members 
Mstep: Class 9 contains 182204 members 
Mstep: Class 10 contains 12714 members 
Mstep: Class 11 contains 59874 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44016 members 
Mstep: Class 15 contains 12234 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25175 members 
Mstep: Class 18 contains 103892 members 
Mstep: Class 19 contains 3036 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38901 members 
Mstep: Class 22 contains 1379 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9007 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2215 members 
Mstep: Class 28 contains 14318 members 
Mstep: Class 29 contains 22808 members 
Mstep: Class 30 contains 3067 members 
Mstep: Class 31 contains 13435 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67879 members 
Mstep: Class 34 contains 26197 members 
Mstep: Class 35 contains 15227 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18906 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14060 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5775 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18825 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33331 members 
Mstep: Class 52 contains 7826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182080.000000 Penalty: 179445.484375
Iteration 313Q: 53 clusters Score -1.151821e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156974 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 11921 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24795 members 
Mstep: Class 6 contains 72589 members 
Mstep: Class 7 contains 11945 members 
Mstep: Class 8 contains 1680 members 
Mstep: Class 9 contains 182205 members 
Mstep: Class 10 contains 12714 members 
Mstep: Class 11 contains 59879 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44010 members 
Mstep: Class 15 contains 12234 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25175 members 
Mstep: Class 18 contains 103895 members 
Mstep: Class 19 contains 3036 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38900 members 
Mstep: Class 22 contains 1379 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9007 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14317 members 
Mstep: Class 29 contains 22809 members 
Mstep: Class 30 contains 3067 members 
Mstep: Class 31 contains 13435 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67883 members 
Mstep: Class 34 contains 26197 members 
Mstep: Class 35 contains 15225 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18906 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14064 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5775 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18823 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33331 members 
Mstep: Class 52 contains 7825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182056.000000 Penalty: 179445.484375
Iteration 314Q: 53 clusters Score -1.151821e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156974 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 11920 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24793 members 
Mstep: Class 6 contains 72589 members 
Mstep: Class 7 contains 11942 members 
Mstep: Class 8 contains 1680 members 
Mstep: Class 9 contains 182204 members 
Mstep: Class 10 contains 12714 members 
Mstep: Class 11 contains 59880 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44006 members 
Mstep: Class 15 contains 12234 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25175 members 
Mstep: Class 18 contains 103896 members 
Mstep: Class 19 contains 3036 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38903 members 
Mstep: Class 22 contains 1379 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9008 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14313 members 
Mstep: Class 29 contains 22812 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13436 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67881 members 
Mstep: Class 34 contains 26197 members 
Mstep: Class 35 contains 15225 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18906 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14070 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5775 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18825 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33331 members 
Mstep: Class 52 contains 7825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182088.000000 Penalty: 179445.484375
Iteration 315Q: 53 clusters Score -1.151821e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156973 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 11918 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24789 members 
Mstep: Class 6 contains 72589 members 
Mstep: Class 7 contains 11939 members 
Mstep: Class 8 contains 1680 members 
Mstep: Class 9 contains 182203 members 
Mstep: Class 10 contains 12714 members 
Mstep: Class 11 contains 59885 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44005 members 
Mstep: Class 15 contains 12234 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25175 members 
Mstep: Class 18 contains 103897 members 
Mstep: Class 19 contains 3036 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38905 members 
Mstep: Class 22 contains 1379 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9010 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14313 members 
Mstep: Class 29 contains 22811 members 
Mstep: Class 30 contains 3065 members 
Mstep: Class 31 contains 13438 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67882 members 
Mstep: Class 34 contains 26197 members 
Mstep: Class 35 contains 15224 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18906 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14072 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5775 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18825 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33331 members 
Mstep: Class 52 contains 7825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182216.000000 Penalty: 179445.484375
Iteration 316Q: 53 clusters Score -1.151822e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156974 members 
Mstep: Class 2 contains 2962 members 
Mstep: Class 3 contains 11918 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24788 members 
Mstep: Class 6 contains 72589 members 
Mstep: Class 7 contains 11937 members 
Mstep: Class 8 contains 1680 members 
Mstep: Class 9 contains 182203 members 
Mstep: Class 10 contains 12714 members 
Mstep: Class 11 contains 59888 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44004 members 
Mstep: Class 15 contains 12234 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25175 members 
Mstep: Class 18 contains 103896 members 
Mstep: Class 19 contains 3036 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38908 members 
Mstep: Class 22 contains 1379 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9011 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14313 members 
Mstep: Class 29 contains 22807 members 
Mstep: Class 30 contains 3065 members 
Mstep: Class 31 contains 13438 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67880 members 
Mstep: Class 34 contains 26196 members 
Mstep: Class 35 contains 15224 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18906 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14075 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5775 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18826 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33331 members 
Mstep: Class 52 contains 7825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182192.000000 Penalty: 179445.484375
Iteration 317Q: 53 clusters Score -1.151822e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156971 members 
Mstep: Class 2 contains 2963 members 
Mstep: Class 3 contains 11918 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24788 members 
Mstep: Class 6 contains 72589 members 
Mstep: Class 7 contains 11934 members 
Mstep: Class 8 contains 1680 members 
Mstep: Class 9 contains 182205 members 
Mstep: Class 10 contains 12714 members 
Mstep: Class 11 contains 59894 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 44000 members 
Mstep: Class 15 contains 12234 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25174 members 
Mstep: Class 18 contains 103896 members 
Mstep: Class 19 contains 3036 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38910 members 
Mstep: Class 22 contains 1379 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9011 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14313 members 
Mstep: Class 29 contains 22805 members 
Mstep: Class 30 contains 3065 members 
Mstep: Class 31 contains 13439 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67880 members 
Mstep: Class 34 contains 26196 members 
Mstep: Class 35 contains 15226 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18906 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14075 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5775 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18825 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33331 members 
Mstep: Class 52 contains 7825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182096.000000 Penalty: 179445.484375
Iteration 318Q: 53 clusters Score -1.151821e+08 nChanged 21
Entering ConstructFrom: 
Score: -115182096.000000 Penalty: 179445.484375
Entering ConstructFrom: 
Trying to split cluster 1 (156972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156972 members 
Entering Unmasked Estep 
Score: -17263412.000000 Penalty: 2967.027832
	Iteration 0F: 2 clusters Score -1.726341e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78296 members 
Mstep: Class 2 contains 78676 members 
Entering Unmasked Estep 
Score: -17158358.000000 Penalty: 5934.055664
	Iteration 0F: 3 clusters Score -1.715836e+07 nChanged 75256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73890 members 
Mstep: Class 2 contains 83082 members 
Entering Unmasked Estep 
Score: -17202222.000000 Penalty: 5934.055664
	Iteration 1F: 3 clusters Score -1.720222e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70981 members 
Mstep: Class 2 contains 85991 members 
Entering Unmasked Estep 
Score: -17203584.000000 Penalty: 5934.055664
	Iteration 2Q: 3 clusters Score -1.720358e+07 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66508 members 
Mstep: Class 2 contains 90464 members 
Entering Unmasked Estep 
Score: -17205542.000000 Penalty: 5934.055664
	Iteration 3Q: 3 clusters Score -1.720554e+07 nChanged 8016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59912 members 
Mstep: Class 2 contains 97060 members 
Entering Unmasked Estep 
Score: -17209260.000000 Penalty: 5934.055664
	Iteration 4F: 3 clusters Score -1.720926e+07 nChanged 10268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50570 members 
Mstep: Class 2 contains 106402 members 
Entering Unmasked Estep 
Score: -17215212.000000 Penalty: 5934.055664
	Iteration 5F: 3 clusters Score -1.721521e+07 nChanged 12653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38343 members 
Mstep: Class 2 contains 118629 members 
Entering Unmasked Estep 
Score: -17224890.000000 Penalty: 5934.055664
	Iteration 6F: 3 clusters Score -1.722489e+07 nChanged 13444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 131953 members 
Entering Unmasked Estep 
Score: -17237112.000000 Penalty: 5934.055664
	Iteration 7F: 3 clusters Score -1.723711e+07 nChanged 11501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 143434 members 
Entering Unmasked Estep 
Score: -17248516.000000 Penalty: 5934.055664
	Iteration 8F: 3 clusters Score -1.724852e+07 nChanged 7041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 150469 members 
Entering Unmasked Estep 
Score: -17255990.000000 Penalty: 5934.055664
	Iteration 9Q: 3 clusters Score -1.725599e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 153370 members 
Entering Unmasked Estep 
Score: -17259130.000000 Penalty: 5934.055664
	Iteration 10Q: 3 clusters Score -1.725913e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 154289 members 
Entering Unmasked Estep 
Score: -17260302.000000 Penalty: 5934.055664
	Iteration 11Q: 3 clusters Score -1.72603e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 154616 members 
Entering Unmasked Estep 
Score: -17260784.000000 Penalty: 5934.055664
	Iteration 12Q: 3 clusters Score -1.726078e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 154792 members 
Entering Unmasked Estep 
Score: -17261038.000000 Penalty: 5934.055664
	Iteration 13Q: 3 clusters Score -1.726104e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 154925 members 
Entering Unmasked Estep 
Score: -17261140.000000 Penalty: 5934.055664
	Iteration 14Q: 3 clusters Score -1.726114e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 155023 members 
Entering Unmasked Estep 
Score: -17261166.000000 Penalty: 5934.055664
	Iteration 15Q: 3 clusters Score -1.726117e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 155110 members 
Entering Unmasked Estep 
Score: -17261232.000000 Penalty: 5934.055664
	Iteration 16Q: 3 clusters Score -1.726123e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 155176 members 
Entering Unmasked Estep 
Score: -17261278.000000 Penalty: 5934.055664
	Iteration 17Q: 3 clusters Score -1.726128e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 155222 members 
Entering Unmasked Estep 
Score: -17261292.000000 Penalty: 5934.055664
	Iteration 18Q: 3 clusters Score -1.726129e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 155250 members 
Entering Unmasked Estep 
Score: -17261312.000000 Penalty: 5934.055664
	Iteration 19Q: 3 clusters Score -1.726131e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 155264 members 
Entering Unmasked Estep 
Score: -17261320.000000 Penalty: 5934.055664
	Iteration 20F: 3 clusters Score -1.726132e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 155272 members 
Entering Unmasked Estep 
Score: -17261336.000000 Penalty: 5934.055664
	Iteration 21Q: 3 clusters Score -1.726134e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 155283 members 
Entering Unmasked Estep 
Score: -17261328.000000 Penalty: 5934.055664
	Iteration 22Q: 3 clusters Score -1.726133e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 155295 members 
Entering Unmasked Estep 
Score: -17261324.000000 Penalty: 5934.055664
	Iteration 23Q: 3 clusters Score -1.726132e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 155307 members 
Entering Unmasked Estep 
Score: -17261300.000000 Penalty: 5934.055664
	Iteration 24Q: 3 clusters Score -1.72613e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 155315 members 
Entering Unmasked Estep 
Score: -17261314.000000 Penalty: 5934.055664
	Iteration 25Q: 3 clusters Score -1.726131e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 155321 members 
Entering Unmasked Estep 
Score: -17261318.000000 Penalty: 5934.055664
	Iteration 26Q: 3 clusters Score -1.726132e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 155328 members 
Entering Unmasked Estep 
Score: -17261334.000000 Penalty: 5934.055664
	Iteration 27Q: 3 clusters Score -1.726133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 155334 members 
Entering Unmasked Estep 
Score: -17261326.000000 Penalty: 5934.055664
	Iteration 28Q: 3 clusters Score -1.726133e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 155339 members 
Entering Unmasked Estep 
Score: -17261312.000000 Penalty: 5934.055664
	Iteration 29Q: 3 clusters Score -1.726131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 155339 members 
Entering Unmasked Estep 
Score: -17261306.000000 Penalty: 5934.055664
	Iteration 30Q: 3 clusters Score -1.726131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 155342 members 
Entering Unmasked Estep 
Score: -17261324.000000 Penalty: 5934.055664
	Iteration 31Q: 3 clusters Score -1.726132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 155346 members 
Entering Unmasked Estep 
Score: -17261326.000000 Penalty: 5934.055664
	Iteration 32Q: 3 clusters Score -1.726133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 155350 members 
Entering Unmasked Estep 
Score: -17261346.000000 Penalty: 5934.055664
	Iteration 33Q: 3 clusters Score -1.726135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 155352 members 
Entering Unmasked Estep 
Score: -17261330.000000 Penalty: 5934.055664
	Iteration 34Q: 3 clusters Score -1.726133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 155351 members 
Entering Unmasked Estep 
Score: -17261336.000000 Penalty: 5934.055664
	Iteration 35Q: 3 clusters Score -1.726134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 155351 members 
Entering Unmasked Estep 
Score: -17261332.000000 Penalty: 5934.055664
	Iteration 36Q: 3 clusters Score -1.726133e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 155351 members 
Entering Unmasked Estep 
Score: -17261332.000000 Penalty: 5934.055664
	Iteration 37F: 3 clusters Score -1.726133e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Entering Unmasked Estep 
Score: -257410.703125 Penalty: 1982.585205
	Iteration 0F: 2 clusters Score -257410.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -254270.671875 Penalty: 3965.170410
	Iteration 0F: 3 clusters Score -254270.7 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -255078.125000 Penalty: 3965.170410
	Iteration 1F: 3 clusters Score -255078.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -255336.953125 Penalty: 3965.170410
	Iteration 2F: 3 clusters Score -255337 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -255529.750000 Penalty: 3965.170410
	Iteration 3F: 3 clusters Score -255529.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -255713.156250 Penalty: 3965.170410
	Iteration 4Q: 3 clusters Score -255713.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -255869.234375 Penalty: 3965.170410
	Iteration 5Q: 3 clusters Score -255869.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -255997.187500 Penalty: 3965.170410
	Iteration 6Q: 3 clusters Score -255997.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -256098.421875 Penalty: 3965.170410
	Iteration 7Q: 3 clusters Score -256098.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -256182.640625 Penalty: 3965.170410
	Iteration 8Q: 3 clusters Score -256182.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -256250.250000 Penalty: 3965.170410
	Iteration 9Q: 3 clusters Score -256250.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -256327.281250 Penalty: 3965.170410
	Iteration 10Q: 3 clusters Score -256327.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -256386.531250 Penalty: 3965.170410
	Iteration 11Q: 3 clusters Score -256386.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -256424.671875 Penalty: 3965.170410
	Iteration 12Q: 3 clusters Score -256424.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -256450.515625 Penalty: 3965.170410
	Iteration 13Q: 3 clusters Score -256450.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -256467.640625 Penalty: 3965.170410
	Iteration 14Q: 3 clusters Score -256467.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -256487.562500 Penalty: 3965.170410
	Iteration 15Q: 3 clusters Score -256487.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -256507.000000 Penalty: 3965.170410
	Iteration 16Q: 3 clusters Score -256507 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -256520.000000 Penalty: 3965.170410
	Iteration 17Q: 3 clusters Score -256520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -256530.937500 Penalty: 3965.170410
	Iteration 18Q: 3 clusters Score -256530.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -256537.968750 Penalty: 3965.170410
	Iteration 19Q: 3 clusters Score -256538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -256543.359375 Penalty: 3965.170410
	Iteration 20F: 3 clusters Score -256543.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -256550.218750 Penalty: 3965.170410
	Iteration 21Q: 3 clusters Score -256550.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -256555.812500 Penalty: 3965.170410
	Iteration 22Q: 3 clusters Score -256555.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -256562.546875 Penalty: 3965.170410
	Iteration 23Q: 3 clusters Score -256562.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -256567.984375 Penalty: 3965.170410
	Iteration 24Q: 3 clusters Score -256568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -256570.546875 Penalty: 3965.170410
	Iteration 25Q: 3 clusters Score -256570.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -256571.656250 Penalty: 3965.170410
	Iteration 26Q: 3 clusters Score -256571.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -256572.406250 Penalty: 3965.170410
	Iteration 27Q: 3 clusters Score -256572.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -256573.437500 Penalty: 3965.170410
	Iteration 28Q: 3 clusters Score -256573.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -256574.046875 Penalty: 3965.170410
	Iteration 29Q: 3 clusters Score -256574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -256575.062500 Penalty: 3965.170410
	Iteration 30Q: 3 clusters Score -256575.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -256575.515625 Penalty: 3965.170410
	Iteration 31Q: 3 clusters Score -256575.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -256576.546875 Penalty: 3965.170410
	Iteration 32Q: 3 clusters Score -256576.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -256579.390625 Penalty: 3965.170410
	Iteration 33Q: 3 clusters Score -256579.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -256581.203125 Penalty: 3965.170410
	Iteration 34Q: 3 clusters Score -256581.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -256583.828125 Penalty: 3965.170410
	Iteration 35Q: 3 clusters Score -256583.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -256587.593750 Penalty: 3965.170410
	Iteration 36Q: 3 clusters Score -256587.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -256593.343750 Penalty: 3965.170410
	Iteration 37Q: 3 clusters Score -256593.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -256603.312500 Penalty: 3965.170410
	Iteration 38Q: 3 clusters Score -256603.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -256610.921875 Penalty: 3965.170410
	Iteration 39Q: 3 clusters Score -256610.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -256617.406250 Penalty: 3965.170410
	Iteration 40F: 3 clusters Score -256617.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -256621.468750 Penalty: 3965.170410
	Iteration 41Q: 3 clusters Score -256621.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -256624.375000 Penalty: 3965.170410
	Iteration 42Q: 3 clusters Score -256624.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -256628.703125 Penalty: 3965.170410
	Iteration 43Q: 3 clusters Score -256628.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -256634.796875 Penalty: 3965.170410
	Iteration 44Q: 3 clusters Score -256634.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -256644.671875 Penalty: 3965.170410
	Iteration 45Q: 3 clusters Score -256644.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -256656.187500 Penalty: 3965.170410
	Iteration 46Q: 3 clusters Score -256656.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -256664.765625 Penalty: 3965.170410
	Iteration 47Q: 3 clusters Score -256664.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -256669.312500 Penalty: 3965.170410
	Iteration 48Q: 3 clusters Score -256669.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -256674.109375 Penalty: 3965.170410
	Iteration 49Q: 3 clusters Score -256674.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -256677.515625 Penalty: 3965.170410
	Iteration 50Q: 3 clusters Score -256677.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -256679.437500 Penalty: 3965.170410
	Iteration 51Q: 3 clusters Score -256679.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -256681.687500 Penalty: 3965.170410
	Iteration 52Q: 3 clusters Score -256681.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -256683.250000 Penalty: 3965.170410
	Iteration 53Q: 3 clusters Score -256683.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -256683.328125 Penalty: 3965.170410
	Iteration 54Q: 3 clusters Score -256683.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -256683.328125 Penalty: 3965.170410
	Iteration 55F: 3 clusters Score -256683.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Entering Unmasked Estep 
Score: -1220814.750000 Penalty: 2327.658936
	Iteration 0F: 2 clusters Score -1220815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1212000.125000 Penalty: 4655.317871
	Iteration 0F: 3 clusters Score -1212000 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1214720.000000 Penalty: 4655.317871
	Iteration 1F: 3 clusters Score -1214720 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1215349.375000 Penalty: 4655.317871
	Iteration 2F: 3 clusters Score -1215349 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1215904.375000 Penalty: 4655.317871
	Iteration 3F: 3 clusters Score -1215904 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1216342.000000 Penalty: 4655.317871
	Iteration 4F: 3 clusters Score -1216342 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1216705.750000 Penalty: 4655.317871
	Iteration 5F: 3 clusters Score -1216706 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1216986.125000 Penalty: 4655.317871
	Iteration 6Q: 3 clusters Score -1216986 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1217204.250000 Penalty: 4655.317871
	Iteration 7Q: 3 clusters Score -1217204 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1217372.875000 Penalty: 4655.317871
	Iteration 8Q: 3 clusters Score -1217373 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1217514.375000 Penalty: 4655.317871
	Iteration 9Q: 3 clusters Score -1217514 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1217619.625000 Penalty: 4655.317871
	Iteration 10Q: 3 clusters Score -1217620 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1217707.125000 Penalty: 4655.317871
	Iteration 11Q: 3 clusters Score -1217707 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1217787.875000 Penalty: 4655.317871
	Iteration 12Q: 3 clusters Score -1217788 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1217861.750000 Penalty: 4655.317871
	Iteration 13Q: 3 clusters Score -1217862 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1217915.500000 Penalty: 4655.317871
	Iteration 14Q: 3 clusters Score -1217916 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1217959.750000 Penalty: 4655.317871
	Iteration 15Q: 3 clusters Score -1217960 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1218007.250000 Penalty: 4655.317871
	Iteration 16Q: 3 clusters Score -1218007 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1218047.750000 Penalty: 4655.317871
	Iteration 17Q: 3 clusters Score -1218048 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1218088.000000 Penalty: 4655.317871
	Iteration 18Q: 3 clusters Score -1218088 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1218120.500000 Penalty: 4655.317871
	Iteration 19Q: 3 clusters Score -1218120 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1218142.375000 Penalty: 4655.317871
	Iteration 20F: 3 clusters Score -1218142 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1218169.875000 Penalty: 4655.317871
	Iteration 21Q: 3 clusters Score -1218170 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1218197.750000 Penalty: 4655.317871
	Iteration 22Q: 3 clusters Score -1218198 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1218224.625000 Penalty: 4655.317871
	Iteration 23Q: 3 clusters Score -1218225 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1218252.000000 Penalty: 4655.317871
	Iteration 24Q: 3 clusters Score -1218252 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1218271.875000 Penalty: 4655.317871
	Iteration 25Q: 3 clusters Score -1218272 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1218293.500000 Penalty: 4655.317871
	Iteration 26Q: 3 clusters Score -1218294 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1218324.875000 Penalty: 4655.317871
	Iteration 27Q: 3 clusters Score -1218325 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1218350.750000 Penalty: 4655.317871
	Iteration 28Q: 3 clusters Score -1218351 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1218383.375000 Penalty: 4655.317871
	Iteration 29Q: 3 clusters Score -1218383 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1218409.875000 Penalty: 4655.317871
	Iteration 30Q: 3 clusters Score -1218410 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1218437.750000 Penalty: 4655.317871
	Iteration 31Q: 3 clusters Score -1218438 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1218463.000000 Penalty: 4655.317871
	Iteration 32Q: 3 clusters Score -1218463 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1218494.125000 Penalty: 4655.317871
	Iteration 33Q: 3 clusters Score -1218494 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1218520.875000 Penalty: 4655.317871
	Iteration 34Q: 3 clusters Score -1218521 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1218543.875000 Penalty: 4655.317871
	Iteration 35Q: 3 clusters Score -1218544 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1218565.750000 Penalty: 4655.317871
	Iteration 36Q: 3 clusters Score -1218566 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1218588.875000 Penalty: 4655.317871
	Iteration 37Q: 3 clusters Score -1218589 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1218608.250000 Penalty: 4655.317871
	Iteration 38Q: 3 clusters Score -1218608 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1218619.500000 Penalty: 4655.317871
	Iteration 39Q: 3 clusters Score -1218620 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1218634.750000 Penalty: 4655.317871
	Iteration 40F: 3 clusters Score -1218635 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1218651.875000 Penalty: 4655.317871
	Iteration 41Q: 3 clusters Score -1218652 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1218665.750000 Penalty: 4655.317871
	Iteration 42Q: 3 clusters Score -1218666 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1218679.000000 Penalty: 4655.317871
	Iteration 43Q: 3 clusters Score -1218679 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1218700.000000 Penalty: 4655.317871
	Iteration 44Q: 3 clusters Score -1218700 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1218729.125000 Penalty: 4655.317871
	Iteration 45Q: 3 clusters Score -1218729 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1218749.625000 Penalty: 4655.317871
	Iteration 46Q: 3 clusters Score -1218750 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1218776.375000 Penalty: 4655.317871
	Iteration 47Q: 3 clusters Score -1218776 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1218800.625000 Penalty: 4655.317871
	Iteration 48Q: 3 clusters Score -1218801 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1218836.000000 Penalty: 4655.317871
	Iteration 49Q: 3 clusters Score -1218836 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1218889.500000 Penalty: 4655.317871
	Iteration 50Q: 3 clusters Score -1218890 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1218949.875000 Penalty: 4655.317871
	Iteration 51Q: 3 clusters Score -1218950 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1219025.250000 Penalty: 4655.317871
	Iteration 52Q: 3 clusters Score -1219025 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1219100.750000 Penalty: 4655.317871
	Iteration 53Q: 3 clusters Score -1219101 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1219166.625000 Penalty: 4655.317871
	Iteration 54Q: 3 clusters Score -1219167 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1219254.125000 Penalty: 4655.317871
	Iteration 55Q: 3 clusters Score -1219254 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1219354.500000 Penalty: 4655.317871
	Iteration 56Q: 3 clusters Score -1219354 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1219451.000000 Penalty: 4655.317871
	Iteration 57Q: 3 clusters Score -1219451 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1219533.625000 Penalty: 4655.317871
	Iteration 58Q: 3 clusters Score -1219534 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1219598.625000 Penalty: 4655.317871
	Iteration 59Q: 3 clusters Score -1219599 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1219642.125000 Penalty: 4655.317871
	Iteration 60F: 3 clusters Score -1219642 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1219673.250000 Penalty: 4655.317871
	Iteration 61Q: 3 clusters Score -1219673 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1219691.125000 Penalty: 4655.317871
	Iteration 62Q: 3 clusters Score -1219691 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1219703.500000 Penalty: 4655.317871
	Iteration 63Q: 3 clusters Score -1219704 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1219722.000000 Penalty: 4655.317871
	Iteration 64Q: 3 clusters Score -1219722 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1219732.125000 Penalty: 4655.317871
	Iteration 65Q: 3 clusters Score -1219732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1219741.625000 Penalty: 4655.317871
	Iteration 66Q: 3 clusters Score -1219742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1219749.125000 Penalty: 4655.317871
	Iteration 67Q: 3 clusters Score -1219749 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1219755.500000 Penalty: 4655.317871
	Iteration 68Q: 3 clusters Score -1219756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1219767.750000 Penalty: 4655.317871
	Iteration 69Q: 3 clusters Score -1219768 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1219772.625000 Penalty: 4655.317871
	Iteration 70Q: 3 clusters Score -1219773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1219782.750000 Penalty: 4655.317871
	Iteration 71Q: 3 clusters Score -1219783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1219784.750000 Penalty: 4655.317871
	Iteration 72Q: 3 clusters Score -1219785 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1219792.625000 Penalty: 4655.317871
	Iteration 73Q: 3 clusters Score -1219793 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1219796.375000 Penalty: 4655.317871
	Iteration 74Q: 3 clusters Score -1219796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1219802.250000 Penalty: 4655.317871
	Iteration 75Q: 3 clusters Score -1219802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1219804.000000 Penalty: 4655.317871
	Iteration 76Q: 3 clusters Score -1219804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1219804.500000 Penalty: 4655.317871
	Iteration 77Q: 3 clusters Score -1219804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1219811.625000 Penalty: 4655.317871
	Iteration 78Q: 3 clusters Score -1219812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1219812.625000 Penalty: 4655.317871
	Iteration 79Q: 3 clusters Score -1219813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1219816.375000 Penalty: 4655.317871
	Iteration 80F: 3 clusters Score -1219816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1219818.000000 Penalty: 4655.317871
	Iteration 81Q: 3 clusters Score -1219818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1219819.000000 Penalty: 4655.317871
	Iteration 82Q: 3 clusters Score -1219819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1219818.875000 Penalty: 4655.317871
	Iteration 83Q: 3 clusters Score -1219819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1219819.625000 Penalty: 4655.317871
	Iteration 84Q: 3 clusters Score -1219820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1219819.625000 Penalty: 4655.317871
	Iteration 85F: 3 clusters Score -1219820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Entering Unmasked Estep 
Score: -144021.140625 Penalty: 1808.499634
	Iteration 0F: 2 clusters Score -144021.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -141880.234375 Penalty: 3616.999268
	Iteration 0F: 3 clusters Score -141880.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -142739.750000 Penalty: 3616.999268
	Iteration 1F: 3 clusters Score -142739.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -143397.406250 Penalty: 3616.999268
	Iteration 2F: 3 clusters Score -143397.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -143806.796875 Penalty: 3616.999268
	Iteration 3F: 3 clusters Score -143806.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -143983.328125 Penalty: 3616.999268
	Iteration 4Q: 3 clusters Score -143983.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -144083.281250 Penalty: 3616.999268
	Iteration 5Q: 3 clusters Score -144083.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -144121.187500 Penalty: 3616.999268
	Iteration 6Q: 3 clusters Score -144121.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -144143.500000 Penalty: 3616.999268
	Iteration 7Q: 3 clusters Score -144143.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -144155.703125 Penalty: 3616.999268
	Iteration 8Q: 3 clusters Score -144155.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -144161.515625 Penalty: 3616.999268
	Iteration 9Q: 3 clusters Score -144161.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -144173.140625 Penalty: 3616.999268
	Iteration 10Q: 3 clusters Score -144173.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -144197.296875 Penalty: 3616.999268
	Iteration 11Q: 3 clusters Score -144197.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -144245.812500 Penalty: 3616.999268
	Iteration 12Q: 3 clusters Score -144245.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -144312.609375 Penalty: 3616.999268
	Iteration 13Q: 3 clusters Score -144312.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -144410.140625 Penalty: 3616.999268
	Iteration 14Q: 3 clusters Score -144410.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -144494.250000 Penalty: 3616.999268
	Iteration 15Q: 3 clusters Score -144494.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -144506.859375 Penalty: 3616.999268
	Iteration 16Q: 3 clusters Score -144506.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -144510.406250 Penalty: 3616.999268
	Iteration 17Q: 3 clusters Score -144510.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -144510.406250 Penalty: 3616.999268
	Iteration 18F: 3 clusters Score -144510.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156972 members 
Mstep: Class 2 contains 2964 members 
Mstep: Class 3 contains 11917 members 
Mstep: Class 4 contains 317 members 
Mstep: Class 5 contains 24788 members 
Mstep: Class 6 contains 72588 members 
Mstep: Class 7 contains 11932 members 
Mstep: Class 8 contains 1681 members 
Mstep: Class 9 contains 182204 members 
Mstep: Class 10 contains 12714 members 
Mstep: Class 11 contains 59896 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 43999 members 
Mstep: Class 15 contains 12234 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25175 members 
Mstep: Class 18 contains 103897 members 
Mstep: Class 19 contains 3036 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38908 members 
Mstep: Class 22 contains 1379 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9011 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14312 members 
Mstep: Class 29 contains 22802 members 
Mstep: Class 30 contains 3065 members 
Mstep: Class 31 contains 13441 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67880 members 
Mstep: Class 34 contains 26196 members 
Mstep: Class 35 contains 15226 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18906 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14076 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5775 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18827 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33331 members 
Mstep: Class 52 contains 7825 members 
Mstep: Class 53 contains 1152 members 
Entering Unmasked Estep 
Score: -115181312.000000 Penalty: 182896.359375
Splitting cluster 4 changes total score from -115182096.000000 to -115181312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (24788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Entering Unmasked Estep 
Score: -2574232.500000 Penalty: 2509.292480
	Iteration 0F: 2 clusters Score -2574232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -2557048.250000 Penalty: 5018.584961
	Iteration 0F: 3 clusters Score -2557048 nChanged 11102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -2563061.000000 Penalty: 5018.584961
	Iteration 1F: 3 clusters Score -2563061 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -2563521.000000 Penalty: 5018.584961
	Iteration 2F: 3 clusters Score -2563521 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -2563883.500000 Penalty: 5018.584961
	Iteration 3Q: 3 clusters Score -2563884 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2564162.250000 Penalty: 5018.584961
	Iteration 4Q: 3 clusters Score -2564162 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -2564380.000000 Penalty: 5018.584961
	Iteration 5Q: 3 clusters Score -2564380 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -2564619.000000 Penalty: 5018.584961
	Iteration 6Q: 3 clusters Score -2564619 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -2564864.500000 Penalty: 5018.584961
	Iteration 7Q: 3 clusters Score -2564864 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -2565148.750000 Penalty: 5018.584961
	Iteration 8Q: 3 clusters Score -2565149 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -2565514.750000 Penalty: 5018.584961
	Iteration 9Q: 3 clusters Score -2565515 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -2565868.000000 Penalty: 5018.584961
	Iteration 10Q: 3 clusters Score -2565868 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -2566252.500000 Penalty: 5018.584961
	Iteration 11Q: 3 clusters Score -2566252 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -2566679.250000 Penalty: 5018.584961
	Iteration 12Q: 3 clusters Score -2566679 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -2567064.250000 Penalty: 5018.584961
	Iteration 13Q: 3 clusters Score -2567064 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -2567470.500000 Penalty: 5018.584961
	Iteration 14Q: 3 clusters Score -2567470 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -2567849.000000 Penalty: 5018.584961
	Iteration 15Q: 3 clusters Score -2567849 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -2568237.000000 Penalty: 5018.584961
	Iteration 16Q: 3 clusters Score -2568237 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2568637.250000 Penalty: 5018.584961
	Iteration 17Q: 3 clusters Score -2568637 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -2568959.000000 Penalty: 5018.584961
	Iteration 18Q: 3 clusters Score -2568959 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -2569174.000000 Penalty: 5018.584961
	Iteration 19Q: 3 clusters Score -2569174 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -2569308.750000 Penalty: 5018.584961
	Iteration 20F: 3 clusters Score -2569309 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -2569417.500000 Penalty: 5018.584961
	Iteration 21Q: 3 clusters Score -2569418 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -2569513.500000 Penalty: 5018.584961
	Iteration 22Q: 3 clusters Score -2569514 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -2569595.750000 Penalty: 5018.584961
	Iteration 23Q: 3 clusters Score -2569596 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -2569654.000000 Penalty: 5018.584961
	Iteration 24Q: 3 clusters Score -2569654 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -2569724.250000 Penalty: 5018.584961
	Iteration 25Q: 3 clusters Score -2569724 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -2569796.500000 Penalty: 5018.584961
	Iteration 26Q: 3 clusters Score -2569796 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -2569867.000000 Penalty: 5018.584961
	Iteration 27Q: 3 clusters Score -2569867 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -2569953.250000 Penalty: 5018.584961
	Iteration 28Q: 3 clusters Score -2569953 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -2570039.000000 Penalty: 5018.584961
	Iteration 29Q: 3 clusters Score -2570039 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -2570119.250000 Penalty: 5018.584961
	Iteration 30Q: 3 clusters Score -2570119 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -2570203.750000 Penalty: 5018.584961
	Iteration 31Q: 3 clusters Score -2570204 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -2570263.750000 Penalty: 5018.584961
	Iteration 32Q: 3 clusters Score -2570264 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -2570315.500000 Penalty: 5018.584961
	Iteration 33Q: 3 clusters Score -2570316 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -2570361.250000 Penalty: 5018.584961
	Iteration 34Q: 3 clusters Score -2570361 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -2570409.500000 Penalty: 5018.584961
	Iteration 35Q: 3 clusters Score -2570410 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -2570452.000000 Penalty: 5018.584961
	Iteration 36Q: 3 clusters Score -2570452 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -2570471.000000 Penalty: 5018.584961
	Iteration 37Q: 3 clusters Score -2570471 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -2570494.750000 Penalty: 5018.584961
	Iteration 38Q: 3 clusters Score -2570495 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -2570505.250000 Penalty: 5018.584961
	Iteration 39Q: 3 clusters Score -2570505 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -2570525.000000 Penalty: 5018.584961
	Iteration 40F: 3 clusters Score -2570525 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -2570545.750000 Penalty: 5018.584961
	Iteration 41Q: 3 clusters Score -2570546 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -2570567.500000 Penalty: 5018.584961
	Iteration 42Q: 3 clusters Score -2570568 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -2570565.000000 Penalty: 5018.584961
	Iteration 43Q: 3 clusters Score -2570565 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -2570584.750000 Penalty: 5018.584961
	Iteration 44Q: 3 clusters Score -2570585 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -2570587.750000 Penalty: 5018.584961
	Iteration 45Q: 3 clusters Score -2570588 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -2570596.750000 Penalty: 5018.584961
	Iteration 46Q: 3 clusters Score -2570597 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -2570599.000000 Penalty: 5018.584961
	Iteration 47Q: 3 clusters Score -2570599 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -2570596.250000 Penalty: 5018.584961
	Iteration 48Q: 3 clusters Score -2570596 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -2570601.500000 Penalty: 5018.584961
	Iteration 49Q: 3 clusters Score -2570602 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -2570601.500000 Penalty: 5018.584961
	Iteration 50Q: 3 clusters Score -2570602 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -2570607.000000 Penalty: 5018.584961
	Iteration 51Q: 3 clusters Score -2570607 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -2570615.000000 Penalty: 5018.584961
	Iteration 52Q: 3 clusters Score -2570615 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -2570608.500000 Penalty: 5018.584961
	Iteration 53Q: 3 clusters Score -2570608 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -2570610.750000 Penalty: 5018.584961
	Iteration 54Q: 3 clusters Score -2570611 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -2570613.750000 Penalty: 5018.584961
	Iteration 55Q: 3 clusters Score -2570614 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -2570610.250000 Penalty: 5018.584961
	Iteration 56Q: 3 clusters Score -2570610 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -2570613.500000 Penalty: 5018.584961
	Iteration 57Q: 3 clusters Score -2570614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -2570619.500000 Penalty: 5018.584961
	Iteration 58Q: 3 clusters Score -2570620 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -2570621.250000 Penalty: 5018.584961
	Iteration 59Q: 3 clusters Score -2570621 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -2570622.500000 Penalty: 5018.584961
	Iteration 60F: 3 clusters Score -2570622 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -2570627.750000 Penalty: 5018.584961
	Iteration 61Q: 3 clusters Score -2570628 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -2570629.750000 Penalty: 5018.584961
	Iteration 62Q: 3 clusters Score -2570630 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -2570630.750000 Penalty: 5018.584961
	Iteration 63Q: 3 clusters Score -2570631 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -2570633.000000 Penalty: 5018.584961
	Iteration 64Q: 3 clusters Score -2570633 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -2570643.000000 Penalty: 5018.584961
	Iteration 65Q: 3 clusters Score -2570643 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -2570641.500000 Penalty: 5018.584961
	Iteration 66Q: 3 clusters Score -2570642 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -2570639.000000 Penalty: 5018.584961
	Iteration 67Q: 3 clusters Score -2570639 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -2570638.750000 Penalty: 5018.584961
	Iteration 68Q: 3 clusters Score -2570639 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -2570640.000000 Penalty: 5018.584961
	Iteration 69Q: 3 clusters Score -2570640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -2570645.000000 Penalty: 5018.584961
	Iteration 70Q: 3 clusters Score -2570645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -2570647.000000 Penalty: 5018.584961
	Iteration 71Q: 3 clusters Score -2570647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -2570647.750000 Penalty: 5018.584961
	Iteration 72Q: 3 clusters Score -2570648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -2570651.750000 Penalty: 5018.584961
	Iteration 73Q: 3 clusters Score -2570652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -2570640.500000 Penalty: 5018.584961
	Iteration 74Q: 3 clusters Score -2570640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -2570647.750000 Penalty: 5018.584961
	Iteration 75Q: 3 clusters Score -2570648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -2570647.250000 Penalty: 5018.584961
	Iteration 76Q: 3 clusters Score -2570647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -2570649.750000 Penalty: 5018.584961
	Iteration 77Q: 3 clusters Score -2570650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -2570656.250000 Penalty: 5018.584961
	Iteration 78Q: 3 clusters Score -2570656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -2570655.000000 Penalty: 5018.584961
	Iteration 79Q: 3 clusters Score -2570655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -2570652.750000 Penalty: 5018.584961
	Iteration 80F: 3 clusters Score -2570653 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -2570655.000000 Penalty: 5018.584961
	Iteration 81Q: 3 clusters Score -2570655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -2570653.250000 Penalty: 5018.584961
	Iteration 82Q: 3 clusters Score -2570653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -2570652.000000 Penalty: 5018.584961
	Iteration 83Q: 3 clusters Score -2570652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -2570654.000000 Penalty: 5018.584961
	Iteration 84Q: 3 clusters Score -2570654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -2570652.500000 Penalty: 5018.584961
	Iteration 85Q: 3 clusters Score -2570652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -2570653.750000 Penalty: 5018.584961
	Iteration 86Q: 3 clusters Score -2570654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -2570654.500000 Penalty: 5018.584961
	Iteration 87Q: 3 clusters Score -2570654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -2570657.000000 Penalty: 5018.584961
	Iteration 88Q: 3 clusters Score -2570657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -2570655.250000 Penalty: 5018.584961
	Iteration 89Q: 3 clusters Score -2570655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -2570659.250000 Penalty: 5018.584961
	Iteration 90Q: 3 clusters Score -2570659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -2570657.000000 Penalty: 5018.584961
	Iteration 91Q: 3 clusters Score -2570657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -2570657.000000 Penalty: 5018.584961
	Iteration 92F: 3 clusters Score -2570657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (72588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72588 members 
Entering Unmasked Estep 
Score: -8086184.500000 Penalty: 2775.753418
	Iteration 0F: 2 clusters Score -8086184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 36351 members 
Entering Unmasked Estep 
Score: -8037466.500000 Penalty: 5551.506836
	Iteration 0F: 3 clusters Score -8037466 nChanged 34003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36050 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
Score: -8056323.000000 Penalty: 5551.506836
	Iteration 1F: 3 clusters Score -8056323 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35847 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -8056947.500000 Penalty: 5551.506836
	Iteration 2Q: 3 clusters Score -8056948 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 37040 members 
Entering Unmasked Estep 
Score: -8057608.500000 Penalty: 5551.506836
	Iteration 3Q: 3 clusters Score -8057608 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -8058242.000000 Penalty: 5551.506836
	Iteration 4Q: 3 clusters Score -8058242 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -8058975.000000 Penalty: 5551.506836
	Iteration 5Q: 3 clusters Score -8058975 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 39012 members 
Entering Unmasked Estep 
Score: -8059729.000000 Penalty: 5551.506836
	Iteration 6Q: 3 clusters Score -8059729 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -8060624.500000 Penalty: 5551.506836
	Iteration 7Q: 3 clusters Score -8060624 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31074 members 
Mstep: Class 2 contains 41514 members 
Entering Unmasked Estep 
Score: -8061658.000000 Penalty: 5551.506836
	Iteration 8Q: 3 clusters Score -8061658 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 43296 members 
Entering Unmasked Estep 
Score: -8062956.000000 Penalty: 5551.506836
	Iteration 9Q: 3 clusters Score -8062956 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 45430 members 
Entering Unmasked Estep 
Score: -8064624.000000 Penalty: 5551.506836
	Iteration 10Q: 3 clusters Score -8064624 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 47943 members 
Entering Unmasked Estep 
Score: -8066607.500000 Penalty: 5551.506836
	Iteration 11Q: 3 clusters Score -8066608 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 50733 members 
Entering Unmasked Estep 
Score: -8068816.500000 Penalty: 5551.506836
	Iteration 12F: 3 clusters Score -8068816 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 53473 members 
Entering Unmasked Estep 
Score: -8070967.000000 Penalty: 5551.506836
	Iteration 13Q: 3 clusters Score -8070967 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 56005 members 
Entering Unmasked Estep 
Score: -8072805.000000 Penalty: 5551.506836
	Iteration 14Q: 3 clusters Score -8072805 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 58333 members 
Entering Unmasked Estep 
Score: -8074298.500000 Penalty: 5551.506836
	Iteration 15Q: 3 clusters Score -8074298 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 60484 members 
Entering Unmasked Estep 
Score: -8075578.500000 Penalty: 5551.506836
	Iteration 16Q: 3 clusters Score -8075578 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 62534 members 
Entering Unmasked Estep 
Score: -8076789.500000 Penalty: 5551.506836
	Iteration 17Q: 3 clusters Score -8076790 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 64413 members 
Entering Unmasked Estep 
Score: -8077926.000000 Penalty: 5551.506836
	Iteration 18Q: 3 clusters Score -8077926 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 66145 members 
Entering Unmasked Estep 
Score: -8078972.000000 Penalty: 5551.506836
	Iteration 19Q: 3 clusters Score -8078972 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 67737 members 
Entering Unmasked Estep 
Score: -8080060.000000 Penalty: 5551.506836
	Iteration 20F: 3 clusters Score -8080060 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 69167 members 
Entering Unmasked Estep 
Score: -8081170.500000 Penalty: 5551.506836
	Iteration 21Q: 3 clusters Score -8081170 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 70331 members 
Entering Unmasked Estep 
Score: -8082121.000000 Penalty: 5551.506836
	Iteration 22Q: 3 clusters Score -8082121 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 71114 members 
Entering Unmasked Estep 
Score: -8082752.000000 Penalty: 5551.506836
	Iteration 23Q: 3 clusters Score -8082752 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 71604 members 
Entering Unmasked Estep 
Score: -8083152.500000 Penalty: 5551.506836
	Iteration 24Q: 3 clusters Score -8083152 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 71861 members 
Entering Unmasked Estep 
Score: -8083364.500000 Penalty: 5551.506836
	Iteration 25Q: 3 clusters Score -8083364 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 72004 members 
Entering Unmasked Estep 
Score: -8083500.000000 Penalty: 5551.506836
	Iteration 26Q: 3 clusters Score -8083500 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 72081 members 
Entering Unmasked Estep 
Score: -8083587.000000 Penalty: 5551.506836
	Iteration 27Q: 3 clusters Score -8083587 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 72122 members 
Entering Unmasked Estep 
Score: -8083605.500000 Penalty: 5551.506836
	Iteration 28Q: 3 clusters Score -8083606 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 72150 members 
Entering Unmasked Estep 
Score: -8083630.500000 Penalty: 5551.506836
	Iteration 29Q: 3 clusters Score -8083630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 72165 members 
Entering Unmasked Estep 
Score: -8083647.000000 Penalty: 5551.506836
	Iteration 30Q: 3 clusters Score -8083647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 72171 members 
Entering Unmasked Estep 
Score: -8083661.500000 Penalty: 5551.506836
	Iteration 31Q: 3 clusters Score -8083662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 72182 members 
Entering Unmasked Estep 
Score: -8083669.000000 Penalty: 5551.506836
	Iteration 32Q: 3 clusters Score -8083669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 72194 members 
Entering Unmasked Estep 
Score: -8083689.000000 Penalty: 5551.506836
	Iteration 33Q: 3 clusters Score -8083689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 72205 members 
Entering Unmasked Estep 
Score: -8083699.000000 Penalty: 5551.506836
	Iteration 34Q: 3 clusters Score -8083699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 72211 members 
Entering Unmasked Estep 
Score: -8083710.500000 Penalty: 5551.506836
	Iteration 35Q: 3 clusters Score -8083710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 72213 members 
Entering Unmasked Estep 
Score: -8083711.000000 Penalty: 5551.506836
	Iteration 36Q: 3 clusters Score -8083711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 72217 members 
Entering Unmasked Estep 
Score: -8083704.500000 Penalty: 5551.506836
	Iteration 37Q: 3 clusters Score -8083704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 72217 members 
Entering Unmasked Estep 
Score: -8083710.500000 Penalty: 5551.506836
	Iteration 38Q: 3 clusters Score -8083710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 72217 members 
Entering Unmasked Estep 
Score: -8083710.500000 Penalty: 5551.506836
	Iteration 39F: 3 clusters Score -8083710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Entering Unmasked Estep 
Score: -1190829.625000 Penalty: 2327.970703
	Iteration 0F: 2 clusters Score -1190830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1181907.625000 Penalty: 4655.941406
	Iteration 0F: 3 clusters Score -1181908 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1184656.625000 Penalty: 4655.941406
	Iteration 1F: 3 clusters Score -1184657 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1185128.125000 Penalty: 4655.941406
	Iteration 2F: 3 clusters Score -1185128 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1185542.250000 Penalty: 4655.941406
	Iteration 3F: 3 clusters Score -1185542 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1185938.500000 Penalty: 4655.941406
	Iteration 4F: 3 clusters Score -1185938 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1186329.875000 Penalty: 4655.941406
	Iteration 5F: 3 clusters Score -1186330 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1186743.125000 Penalty: 4655.941406
	Iteration 6Q: 3 clusters Score -1186743 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1187134.000000 Penalty: 4655.941406
	Iteration 7Q: 3 clusters Score -1187134 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1187532.375000 Penalty: 4655.941406
	Iteration 8Q: 3 clusters Score -1187532 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1187920.375000 Penalty: 4655.941406
	Iteration 9Q: 3 clusters Score -1187920 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1188180.000000 Penalty: 4655.941406
	Iteration 10Q: 3 clusters Score -1188180 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1188374.625000 Penalty: 4655.941406
	Iteration 11Q: 3 clusters Score -1188375 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1188540.500000 Penalty: 4655.941406
	Iteration 12Q: 3 clusters Score -1188540 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1188685.625000 Penalty: 4655.941406
	Iteration 13Q: 3 clusters Score -1188686 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1188778.000000 Penalty: 4655.941406
	Iteration 14Q: 3 clusters Score -1188778 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1188836.750000 Penalty: 4655.941406
	Iteration 15Q: 3 clusters Score -1188837 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1188878.625000 Penalty: 4655.941406
	Iteration 16Q: 3 clusters Score -1188879 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1188911.750000 Penalty: 4655.941406
	Iteration 17Q: 3 clusters Score -1188912 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1188933.500000 Penalty: 4655.941406
	Iteration 18Q: 3 clusters Score -1188934 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1188960.125000 Penalty: 4655.941406
	Iteration 19Q: 3 clusters Score -1188960 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1188980.500000 Penalty: 4655.941406
	Iteration 20F: 3 clusters Score -1188980 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1188995.625000 Penalty: 4655.941406
	Iteration 21Q: 3 clusters Score -1188996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1189009.625000 Penalty: 4655.941406
	Iteration 22Q: 3 clusters Score -1189010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1189021.375000 Penalty: 4655.941406
	Iteration 23Q: 3 clusters Score -1189021 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1189040.250000 Penalty: 4655.941406
	Iteration 24Q: 3 clusters Score -1189040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1189053.875000 Penalty: 4655.941406
	Iteration 25Q: 3 clusters Score -1189054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1189058.875000 Penalty: 4655.941406
	Iteration 26Q: 3 clusters Score -1189059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1189066.875000 Penalty: 4655.941406
	Iteration 27Q: 3 clusters Score -1189067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1189072.000000 Penalty: 4655.941406
	Iteration 28Q: 3 clusters Score -1189072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1189077.250000 Penalty: 4655.941406
	Iteration 29Q: 3 clusters Score -1189077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1189084.250000 Penalty: 4655.941406
	Iteration 30Q: 3 clusters Score -1189084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1189085.750000 Penalty: 4655.941406
	Iteration 31Q: 3 clusters Score -1189086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1189088.125000 Penalty: 4655.941406
	Iteration 32Q: 3 clusters Score -1189088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1189092.125000 Penalty: 4655.941406
	Iteration 33Q: 3 clusters Score -1189092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1189097.000000 Penalty: 4655.941406
	Iteration 34Q: 3 clusters Score -1189097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1189097.625000 Penalty: 4655.941406
	Iteration 35Q: 3 clusters Score -1189098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1189103.375000 Penalty: 4655.941406
	Iteration 36Q: 3 clusters Score -1189103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1189104.250000 Penalty: 4655.941406
	Iteration 37Q: 3 clusters Score -1189104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1189105.375000 Penalty: 4655.941406
	Iteration 38Q: 3 clusters Score -1189105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1189105.375000 Penalty: 4655.941406
	Iteration 39F: 3 clusters Score -1189105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -148320.421875 Penalty: 1841.931763
	Iteration 0F: 2 clusters Score -148320.4 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 814 members 
Entering Unmasked Estep 
Score: -145941.109375 Penalty: 3683.863525
	Iteration 0F: 3 clusters Score -145941.1 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -146465.875000 Penalty: 3683.863525
	Iteration 1F: 3 clusters Score -146465.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -146666.562500 Penalty: 3683.863525
	Iteration 2F: 3 clusters Score -146666.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -146794.265625 Penalty: 3683.863525
	Iteration 3F: 3 clusters Score -146794.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -146856.859375 Penalty: 3683.863525
	Iteration 4Q: 3 clusters Score -146856.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -146887.296875 Penalty: 3683.863525
	Iteration 5Q: 3 clusters Score -146887.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -146906.812500 Penalty: 3683.863525
	Iteration 6Q: 3 clusters Score -146906.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -146917.937500 Penalty: 3683.863525
	Iteration 7Q: 3 clusters Score -146917.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -146929.984375 Penalty: 3683.863525
	Iteration 8Q: 3 clusters Score -146930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -146938.468750 Penalty: 3683.863525
	Iteration 9Q: 3 clusters Score -146938.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -146944.984375 Penalty: 3683.863525
	Iteration 10Q: 3 clusters Score -146945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -146951.859375 Penalty: 3683.863525
	Iteration 11Q: 3 clusters Score -146951.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -146962.156250 Penalty: 3683.863525
	Iteration 12Q: 3 clusters Score -146962.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -146968.312500 Penalty: 3683.863525
	Iteration 13Q: 3 clusters Score -146968.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -146974.234375 Penalty: 3683.863525
	Iteration 14Q: 3 clusters Score -146974.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -146977.390625 Penalty: 3683.863525
	Iteration 15Q: 3 clusters Score -146977.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -146979.984375 Penalty: 3683.863525
	Iteration 16Q: 3 clusters Score -146980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -146985.578125 Penalty: 3683.863525
	Iteration 17Q: 3 clusters Score -146985.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -146987.609375 Penalty: 3683.863525
	Iteration 18Q: 3 clusters Score -146987.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -146989.312500 Penalty: 3683.863525
	Iteration 19Q: 3 clusters Score -146989.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -146992.000000 Penalty: 3683.863525
	Iteration 20F: 3 clusters Score -146992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -146994.390625 Penalty: 3683.863525
	Iteration 21Q: 3 clusters Score -146994.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -146995.437500 Penalty: 3683.863525
	Iteration 22Q: 3 clusters Score -146995.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -146995.671875 Penalty: 3683.863525
	Iteration 23Q: 3 clusters Score -146995.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -146997.328125 Penalty: 3683.863525
	Iteration 24Q: 3 clusters Score -146997.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -146997.484375 Penalty: 3683.863525
	Iteration 25Q: 3 clusters Score -146997.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -146998.531250 Penalty: 3683.863525
	Iteration 26Q: 3 clusters Score -146998.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -146999.781250 Penalty: 3683.863525
	Iteration 27Q: 3 clusters Score -146999.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -147002.718750 Penalty: 3683.863525
	Iteration 28Q: 3 clusters Score -147002.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -147008.500000 Penalty: 3683.863525
	Iteration 29Q: 3 clusters Score -147008.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -147009.453125 Penalty: 3683.863525
	Iteration 30Q: 3 clusters Score -147009.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -147009.531250 Penalty: 3683.863525
	Iteration 31Q: 3 clusters Score -147009.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -147009.734375 Penalty: 3683.863525
	Iteration 32Q: 3 clusters Score -147009.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -147011.015625 Penalty: 3683.863525
	Iteration 33Q: 3 clusters Score -147011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -147011.890625 Penalty: 3683.863525
	Iteration 34Q: 3 clusters Score -147011.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -147013.515625 Penalty: 3683.863525
	Iteration 35Q: 3 clusters Score -147013.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -147013.515625 Penalty: 3683.863525
	Iteration 36F: 3 clusters Score -147013.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (182204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182204 members 
Entering Unmasked Estep 
Score: -20273318.000000 Penalty: 3003.994873
	Iteration 0F: 2 clusters Score -2.027332e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90930 members 
Mstep: Class 2 contains 91274 members 
Entering Unmasked Estep 
Score: -20159206.000000 Penalty: 6007.989746
	Iteration 0F: 3 clusters Score -2.015921e+07 nChanged 87558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87832 members 
Mstep: Class 2 contains 94372 members 
Entering Unmasked Estep 
Score: -20210460.000000 Penalty: 6007.989746
	Iteration 1F: 3 clusters Score -2.021046e+07 nChanged 6017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85259 members 
Mstep: Class 2 contains 96945 members 
Entering Unmasked Estep 
Score: -20211954.000000 Penalty: 6007.989746
	Iteration 2Q: 3 clusters Score -2.021195e+07 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81151 members 
Mstep: Class 2 contains 101053 members 
Entering Unmasked Estep 
Score: -20214162.000000 Penalty: 6007.989746
	Iteration 3Q: 3 clusters Score -2.021416e+07 nChanged 8515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74982 members 
Mstep: Class 2 contains 107222 members 
Entering Unmasked Estep 
Score: -20217502.000000 Penalty: 6007.989746
	Iteration 4Q: 3 clusters Score -2.02175e+07 nChanged 10665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66173 members 
Mstep: Class 2 contains 116031 members 
Entering Unmasked Estep 
Score: -20223020.000000 Penalty: 6007.989746
	Iteration 5F: 3 clusters Score -2.022302e+07 nChanged 12746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54683 members 
Mstep: Class 2 contains 127521 members 
Entering Unmasked Estep 
Score: -20231068.000000 Penalty: 6007.989746
	Iteration 6F: 3 clusters Score -2.023107e+07 nChanged 13729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 140420 members 
Entering Unmasked Estep 
Score: -20241432.000000 Penalty: 6007.989746
	Iteration 7F: 3 clusters Score -2.024143e+07 nChanged 12817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 152885 members 
Entering Unmasked Estep 
Score: -20251832.000000 Penalty: 6007.989746
	Iteration 8F: 3 clusters Score -2.025183e+07 nChanged 10576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 163345 members 
Entering Unmasked Estep 
Score: -20259706.000000 Penalty: 6007.989746
	Iteration 9F: 3 clusters Score -2.025971e+07 nChanged 7484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 170801 members 
Entering Unmasked Estep 
Score: -20264448.000000 Penalty: 6007.989746
	Iteration 10Q: 3 clusters Score -2.026445e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 175430 members 
Entering Unmasked Estep 
Score: -20267236.000000 Penalty: 6007.989746
	Iteration 11Q: 3 clusters Score -2.026724e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 178156 members 
Entering Unmasked Estep 
Score: -20268744.000000 Penalty: 6007.989746
	Iteration 12Q: 3 clusters Score -2.026874e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 179648 members 
Entering Unmasked Estep 
Score: -20269488.000000 Penalty: 6007.989746
	Iteration 13Q: 3 clusters Score -2.026949e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 180515 members 
Entering Unmasked Estep 
Score: -20270034.000000 Penalty: 6007.989746
	Iteration 14Q: 3 clusters Score -2.027003e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 180969 members 
Entering Unmasked Estep 
Score: -20270286.000000 Penalty: 6007.989746
	Iteration 15Q: 3 clusters Score -2.027029e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 181233 members 
Entering Unmasked Estep 
Score: -20270420.000000 Penalty: 6007.989746
	Iteration 16Q: 3 clusters Score -2.027042e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 181391 members 
Entering Unmasked Estep 
Score: -20270546.000000 Penalty: 6007.989746
	Iteration 17Q: 3 clusters Score -2.027055e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 181482 members 
Entering Unmasked Estep 
Score: -20270590.000000 Penalty: 6007.989746
	Iteration 18Q: 3 clusters Score -2.027059e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 181541 members 
Entering Unmasked Estep 
Score: -20270646.000000 Penalty: 6007.989746
	Iteration 19Q: 3 clusters Score -2.027065e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 181579 members 
Entering Unmasked Estep 
Score: -20270702.000000 Penalty: 6007.989746
	Iteration 20F: 3 clusters Score -2.02707e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 181603 members 
Entering Unmasked Estep 
Score: -20270684.000000 Penalty: 6007.989746
	Iteration 21Q: 3 clusters Score -2.027068e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 181616 members 
Entering Unmasked Estep 
Score: -20270698.000000 Penalty: 6007.989746
	Iteration 22Q: 3 clusters Score -2.02707e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 181629 members 
Entering Unmasked Estep 
Score: -20270714.000000 Penalty: 6007.989746
	Iteration 23Q: 3 clusters Score -2.027071e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 181646 members 
Entering Unmasked Estep 
Score: -20270734.000000 Penalty: 6007.989746
	Iteration 24Q: 3 clusters Score -2.027073e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 181651 members 
Entering Unmasked Estep 
Score: -20270736.000000 Penalty: 6007.989746
	Iteration 25Q: 3 clusters Score -2.027074e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 181658 members 
Entering Unmasked Estep 
Score: -20270768.000000 Penalty: 6007.989746
	Iteration 26Q: 3 clusters Score -2.027077e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 181662 members 
Entering Unmasked Estep 
Score: -20270764.000000 Penalty: 6007.989746
	Iteration 27Q: 3 clusters Score -2.027076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 181663 members 
Entering Unmasked Estep 
Score: -20270764.000000 Penalty: 6007.989746
	Iteration 28Q: 3 clusters Score -2.027076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 181668 members 
Entering Unmasked Estep 
Score: -20270758.000000 Penalty: 6007.989746
	Iteration 29Q: 3 clusters Score -2.027076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 181670 members 
Entering Unmasked Estep 
Score: -20270744.000000 Penalty: 6007.989746
	Iteration 30Q: 3 clusters Score -2.027074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 181671 members 
Entering Unmasked Estep 
Score: -20270754.000000 Penalty: 6007.989746
	Iteration 31Q: 3 clusters Score -2.027075e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 181671 members 
Entering Unmasked Estep 
Score: -20270754.000000 Penalty: 6007.989746
	Iteration 32F: 3 clusters Score -2.027075e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Entering Unmasked Estep 
Score: -1405867.000000 Penalty: 2343.713867
	Iteration 0F: 2 clusters Score -1405867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1396458.500000 Penalty: 4687.427734
	Iteration 0F: 3 clusters Score -1396458 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1399304.000000 Penalty: 4687.427734
	Iteration 1F: 3 clusters Score -1399304 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1399610.750000 Penalty: 4687.427734
	Iteration 2F: 3 clusters Score -1399611 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1399902.375000 Penalty: 4687.427734
	Iteration 3F: 3 clusters Score -1399902 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1400170.625000 Penalty: 4687.427734
	Iteration 4Q: 3 clusters Score -1400171 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1400456.625000 Penalty: 4687.427734
	Iteration 5Q: 3 clusters Score -1400457 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1400762.500000 Penalty: 4687.427734
	Iteration 6Q: 3 clusters Score -1400762 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1401129.625000 Penalty: 4687.427734
	Iteration 7Q: 3 clusters Score -1401130 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1401550.875000 Penalty: 4687.427734
	Iteration 8F: 3 clusters Score -1401551 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1402027.250000 Penalty: 4687.427734
	Iteration 9F: 3 clusters Score -1402027 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1402518.625000 Penalty: 4687.427734
	Iteration 10Q: 3 clusters Score -1402519 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1402940.750000 Penalty: 4687.427734
	Iteration 11Q: 3 clusters Score -1402941 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1403222.500000 Penalty: 4687.427734
	Iteration 12Q: 3 clusters Score -1403222 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1403435.000000 Penalty: 4687.427734
	Iteration 13Q: 3 clusters Score -1403435 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1403574.500000 Penalty: 4687.427734
	Iteration 14Q: 3 clusters Score -1403574 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1403652.625000 Penalty: 4687.427734
	Iteration 15Q: 3 clusters Score -1403653 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1403712.500000 Penalty: 4687.427734
	Iteration 16Q: 3 clusters Score -1403712 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1403769.750000 Penalty: 4687.427734
	Iteration 17Q: 3 clusters Score -1403770 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1403803.375000 Penalty: 4687.427734
	Iteration 18Q: 3 clusters Score -1403803 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1403826.500000 Penalty: 4687.427734
	Iteration 19Q: 3 clusters Score -1403826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1403835.875000 Penalty: 4687.427734
	Iteration 20F: 3 clusters Score -1403836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1403839.625000 Penalty: 4687.427734
	Iteration 21Q: 3 clusters Score -1403840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1403845.000000 Penalty: 4687.427734
	Iteration 22Q: 3 clusters Score -1403845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1403849.625000 Penalty: 4687.427734
	Iteration 23Q: 3 clusters Score -1403850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1403855.500000 Penalty: 4687.427734
	Iteration 24Q: 3 clusters Score -1403856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1403863.125000 Penalty: 4687.427734
	Iteration 25Q: 3 clusters Score -1403863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1403867.750000 Penalty: 4687.427734
	Iteration 26Q: 3 clusters Score -1403868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1403869.625000 Penalty: 4687.427734
	Iteration 27Q: 3 clusters Score -1403870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1403871.250000 Penalty: 4687.427734
	Iteration 28Q: 3 clusters Score -1403871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1403873.250000 Penalty: 4687.427734
	Iteration 29Q: 3 clusters Score -1403873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1403874.375000 Penalty: 4687.427734
	Iteration 30Q: 3 clusters Score -1403874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1403881.750000 Penalty: 4687.427734
	Iteration 31Q: 3 clusters Score -1403882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1403884.875000 Penalty: 4687.427734
	Iteration 32Q: 3 clusters Score -1403885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1403884.875000 Penalty: 4687.427734
	Iteration 33F: 3 clusters Score -1403885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (59896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59896 members 
Entering Unmasked Estep 
Score: -6270378.500000 Penalty: 2728.090576
	Iteration 0F: 2 clusters Score -6270378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -6229989.000000 Penalty: 5456.181152
	Iteration 0F: 3 clusters Score -6229989 nChanged 28099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -6245669.500000 Penalty: 5456.181152
	Iteration 1F: 3 clusters Score -6245670 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -6246288.500000 Penalty: 5456.181152
	Iteration 2Q: 3 clusters Score -6246288 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -6246757.500000 Penalty: 5456.181152
	Iteration 3Q: 3 clusters Score -6246758 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
Score: -6247212.500000 Penalty: 5456.181152
	Iteration 4Q: 3 clusters Score -6247212 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -6247746.000000 Penalty: 5456.181152
	Iteration 5Q: 3 clusters Score -6247746 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 34132 members 
Entering Unmasked Estep 
Score: -6248266.000000 Penalty: 5456.181152
	Iteration 6Q: 3 clusters Score -6248266 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -6249050.500000 Penalty: 5456.181152
	Iteration 7Q: 3 clusters Score -6249050 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 38192 members 
Entering Unmasked Estep 
Score: -6250217.500000 Penalty: 5456.181152
	Iteration 8Q: 3 clusters Score -6250218 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 41387 members 
Entering Unmasked Estep 
Score: -6252066.000000 Penalty: 5456.181152
	Iteration 9F: 3 clusters Score -6252066 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 45355 members 
Entering Unmasked Estep 
Score: -6254908.000000 Penalty: 5456.181152
	Iteration 10F: 3 clusters Score -6254908 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 49842 members 
Entering Unmasked Estep 
Score: -6258727.000000 Penalty: 5456.181152
	Iteration 11F: 3 clusters Score -6258727 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 53997 members 
Entering Unmasked Estep 
Score: -6262672.500000 Penalty: 5456.181152
	Iteration 12F: 3 clusters Score -6262672 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 56840 members 
Entering Unmasked Estep 
Score: -6265330.500000 Penalty: 5456.181152
	Iteration 13Q: 3 clusters Score -6265330 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 58333 members 
Entering Unmasked Estep 
Score: -6266735.000000 Penalty: 5456.181152
	Iteration 14Q: 3 clusters Score -6266735 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 59008 members 
Entering Unmasked Estep 
Score: -6267353.500000 Penalty: 5456.181152
	Iteration 15Q: 3 clusters Score -6267354 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 59283 members 
Entering Unmasked Estep 
Score: -6267626.500000 Penalty: 5456.181152
	Iteration 16Q: 3 clusters Score -6267626 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 59401 members 
Entering Unmasked Estep 
Score: -6267765.000000 Penalty: 5456.181152
	Iteration 17Q: 3 clusters Score -6267765 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 59449 members 
Entering Unmasked Estep 
Score: -6267813.500000 Penalty: 5456.181152
	Iteration 18Q: 3 clusters Score -6267814 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 59485 members 
Entering Unmasked Estep 
Score: -6267850.000000 Penalty: 5456.181152
	Iteration 19Q: 3 clusters Score -6267850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 59501 members 
Entering Unmasked Estep 
Score: -6267875.500000 Penalty: 5456.181152
	Iteration 20F: 3 clusters Score -6267876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 59509 members 
Entering Unmasked Estep 
Score: -6267910.000000 Penalty: 5456.181152
	Iteration 21Q: 3 clusters Score -6267910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 59515 members 
Entering Unmasked Estep 
Score: -6267906.500000 Penalty: 5456.181152
	Iteration 22Q: 3 clusters Score -6267906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 59517 members 
Entering Unmasked Estep 
Score: -6267916.500000 Penalty: 5456.181152
	Iteration 23Q: 3 clusters Score -6267916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 59525 members 
Entering Unmasked Estep 
Score: -6267927.000000 Penalty: 5456.181152
	Iteration 24Q: 3 clusters Score -6267927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 59530 members 
Entering Unmasked Estep 
Score: -6267936.500000 Penalty: 5456.181152
	Iteration 25Q: 3 clusters Score -6267936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 59533 members 
Entering Unmasked Estep 
Score: -6267939.500000 Penalty: 5456.181152
	Iteration 26Q: 3 clusters Score -6267940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 59536 members 
Entering Unmasked Estep 
Score: -6267941.000000 Penalty: 5456.181152
	Iteration 27Q: 3 clusters Score -6267941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 59540 members 
Entering Unmasked Estep 
Score: -6267945.500000 Penalty: 5456.181152
	Iteration 28Q: 3 clusters Score -6267946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 59541 members 
Entering Unmasked Estep 
Score: -6267943.500000 Penalty: 5456.181152
	Iteration 29Q: 3 clusters Score -6267944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 59540 members 
Entering Unmasked Estep 
Score: -6267949.500000 Penalty: 5456.181152
	Iteration 30Q: 3 clusters Score -6267950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 59541 members 
Entering Unmasked Estep 
Score: -6267959.000000 Penalty: 5456.181152
	Iteration 31Q: 3 clusters Score -6267959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 59543 members 
Entering Unmasked Estep 
Score: -6267960.000000 Penalty: 5456.181152
	Iteration 32Q: 3 clusters Score -6267960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 59544 members 
Entering Unmasked Estep 
Score: -6267961.500000 Penalty: 5456.181152
	Iteration 33Q: 3 clusters Score -6267962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 59544 members 
Entering Unmasked Estep 
Score: -6267961.500000 Penalty: 5456.181152
	Iteration 34F: 3 clusters Score -6267962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Entering Unmasked Estep 
Score: -292805.968750 Penalty: 1954.907715
	Iteration 0F: 2 clusters Score -292806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -289752.718750 Penalty: 3909.815430
	Iteration 0F: 3 clusters Score -289752.7 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -290330.000000 Penalty: 3909.815430
	Iteration 1F: 3 clusters Score -290330 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -290467.375000 Penalty: 3909.815430
	Iteration 2F: 3 clusters Score -290467.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -290559.718750 Penalty: 3909.815430
	Iteration 3Q: 3 clusters Score -290559.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -290622.750000 Penalty: 3909.815430
	Iteration 4Q: 3 clusters Score -290622.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -290667.000000 Penalty: 3909.815430
	Iteration 5Q: 3 clusters Score -290667 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -290699.625000 Penalty: 3909.815430
	Iteration 6Q: 3 clusters Score -290699.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -290732.062500 Penalty: 3909.815430
	Iteration 7Q: 3 clusters Score -290732.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -290769.906250 Penalty: 3909.815430
	Iteration 8Q: 3 clusters Score -290769.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -290810.250000 Penalty: 3909.815430
	Iteration 9Q: 3 clusters Score -290810.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -290855.000000 Penalty: 3909.815430
	Iteration 10Q: 3 clusters Score -290855 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -290888.968750 Penalty: 3909.815430
	Iteration 11Q: 3 clusters Score -290889 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -290913.906250 Penalty: 3909.815430
	Iteration 12Q: 3 clusters Score -290913.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -290936.781250 Penalty: 3909.815430
	Iteration 13Q: 3 clusters Score -290936.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -290967.781250 Penalty: 3909.815430
	Iteration 14Q: 3 clusters Score -290967.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -290990.718750 Penalty: 3909.815430
	Iteration 15Q: 3 clusters Score -290990.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -291007.781250 Penalty: 3909.815430
	Iteration 16Q: 3 clusters Score -291007.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -291029.906250 Penalty: 3909.815430
	Iteration 17Q: 3 clusters Score -291029.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -291051.062500 Penalty: 3909.815430
	Iteration 18Q: 3 clusters Score -291051.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -291066.781250 Penalty: 3909.815430
	Iteration 19Q: 3 clusters Score -291066.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -291084.468750 Penalty: 3909.815430
	Iteration 20F: 3 clusters Score -291084.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -291099.093750 Penalty: 3909.815430
	Iteration 21Q: 3 clusters Score -291099.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -291111.500000 Penalty: 3909.815430
	Iteration 22Q: 3 clusters Score -291111.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -291119.968750 Penalty: 3909.815430
	Iteration 23Q: 3 clusters Score -291120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -291131.875000 Penalty: 3909.815430
	Iteration 24Q: 3 clusters Score -291131.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -291144.906250 Penalty: 3909.815430
	Iteration 25Q: 3 clusters Score -291144.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -291159.687500 Penalty: 3909.815430
	Iteration 26Q: 3 clusters Score -291159.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -291171.593750 Penalty: 3909.815430
	Iteration 27Q: 3 clusters Score -291171.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -291180.718750 Penalty: 3909.815430
	Iteration 28Q: 3 clusters Score -291180.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -291187.312500 Penalty: 3909.815430
	Iteration 29Q: 3 clusters Score -291187.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -291193.562500 Penalty: 3909.815430
	Iteration 30Q: 3 clusters Score -291193.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -291196.031250 Penalty: 3909.815430
	Iteration 31Q: 3 clusters Score -291196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -291197.843750 Penalty: 3909.815430
	Iteration 32Q: 3 clusters Score -291197.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -291198.812500 Penalty: 3909.815430
	Iteration 33Q: 3 clusters Score -291198.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -291199.062500 Penalty: 3909.815430
	Iteration 34Q: 3 clusters Score -291199.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -291199.593750 Penalty: 3909.815430
	Iteration 35Q: 3 clusters Score -291199.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -291199.593750 Penalty: 3909.815430
	Iteration 36F: 3 clusters Score -291199.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Entering Unmasked Estep 
Score: -622949.375000 Penalty: 2148.772705
	Iteration 0F: 2 clusters Score -622949.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -617961.750000 Penalty: 4297.545410
	Iteration 0F: 3 clusters Score -617961.8 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -619186.375000 Penalty: 4297.545410
	Iteration 1F: 3 clusters Score -619186.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -619440.562500 Penalty: 4297.545410
	Iteration 2F: 3 clusters Score -619440.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -619630.312500 Penalty: 4297.545410
	Iteration 3F: 3 clusters Score -619630.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -619793.812500 Penalty: 4297.545410
	Iteration 4Q: 3 clusters Score -619793.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -619984.875000 Penalty: 4297.545410
	Iteration 5Q: 3 clusters Score -619984.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -620224.125000 Penalty: 4297.545410
	Iteration 6Q: 3 clusters Score -620224.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -620644.750000 Penalty: 4297.545410
	Iteration 7F: 3 clusters Score -620644.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -621322.625000 Penalty: 4297.545410
	Iteration 8F: 3 clusters Score -621322.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -622151.500000 Penalty: 4297.545410
	Iteration 9F: 3 clusters Score -622151.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -622636.562500 Penalty: 4297.545410
	Iteration 10F: 3 clusters Score -622636.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -622849.187500 Penalty: 4297.545410
	Iteration 11Q: 3 clusters Score -622849.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -622957.687500 Penalty: 4297.545410
	Iteration 12Q: 3 clusters Score -622957.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -623044.937500 Penalty: 4297.545410
	Iteration 13Q: 3 clusters Score -623044.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -623107.562500 Penalty: 4297.545410
	Iteration 14Q: 3 clusters Score -623107.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -623141.062500 Penalty: 4297.545410
	Iteration 15Q: 3 clusters Score -623141.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -623155.437500 Penalty: 4297.545410
	Iteration 16Q: 3 clusters Score -623155.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -623161.875000 Penalty: 4297.545410
	Iteration 17Q: 3 clusters Score -623161.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -623164.125000 Penalty: 4297.545410
	Iteration 18Q: 3 clusters Score -623164.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -623166.875000 Penalty: 4297.545410
	Iteration 19Q: 3 clusters Score -623166.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -623169.062500 Penalty: 4297.545410
	Iteration 20F: 3 clusters Score -623169.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -623175.000000 Penalty: 4297.545410
	Iteration 21Q: 3 clusters Score -623175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -623175.875000 Penalty: 4297.545410
	Iteration 22Q: 3 clusters Score -623175.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -623179.250000 Penalty: 4297.545410
	Iteration 23Q: 3 clusters Score -623179.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -623179.500000 Penalty: 4297.545410
	Iteration 24Q: 3 clusters Score -623179.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -623181.937500 Penalty: 4297.545410
	Iteration 25Q: 3 clusters Score -623181.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -623182.312500 Penalty: 4297.545410
	Iteration 26Q: 3 clusters Score -623182.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -623182.875000 Penalty: 4297.545410
	Iteration 27Q: 3 clusters Score -623182.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -623183.562500 Penalty: 4297.545410
	Iteration 28Q: 3 clusters Score -623183.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -623183.562500 Penalty: 4297.545410
	Iteration 29F: 3 clusters Score -623183.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156972 members 
Mstep: Class 2 contains 2964 members 
Mstep: Class 3 contains 11917 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24788 members 
Mstep: Class 6 contains 72588 members 
Mstep: Class 7 contains 11932 members 
Mstep: Class 8 contains 1681 members 
Mstep: Class 9 contains 182204 members 
Mstep: Class 10 contains 12714 members 
Mstep: Class 11 contains 59896 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 2145 members 
Mstep: Class 14 contains 43999 members 
Mstep: Class 15 contains 12234 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25175 members 
Mstep: Class 18 contains 103897 members 
Mstep: Class 19 contains 3036 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38908 members 
Mstep: Class 22 contains 1379 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9011 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14312 members 
Mstep: Class 29 contains 22802 members 
Mstep: Class 30 contains 3065 members 
Mstep: Class 31 contains 13441 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67880 members 
Mstep: Class 34 contains 26196 members 
Mstep: Class 35 contains 15226 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18906 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14076 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5775 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18827 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33331 members 
Mstep: Class 52 contains 7825 members 
Mstep: Class 53 contains 3648 members 
Entering Unmasked Estep 
Score: -115181072.000000 Penalty: 182896.359375
Splitting cluster 13 changes total score from -115182096.000000 to -115181072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (43999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43999 members 
Entering Unmasked Estep 
Score: -4518834.000000 Penalty: 2651.596680
	Iteration 0F: 2 clusters Score -4518834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -4489112.500000 Penalty: 5303.193359
	Iteration 0F: 3 clusters Score -4489112 nChanged 20294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -4500689.500000 Penalty: 5303.193359
	Iteration 1F: 3 clusters Score -4500690 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -4501504.000000 Penalty: 5303.193359
	Iteration 2Q: 3 clusters Score -4501504 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -4502317.500000 Penalty: 5303.193359
	Iteration 3Q: 3 clusters Score -4502318 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -4503120.000000 Penalty: 5303.193359
	Iteration 4Q: 3 clusters Score -4503120 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -4503986.000000 Penalty: 5303.193359
	Iteration 5Q: 3 clusters Score -4503986 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -4504923.500000 Penalty: 5303.193359
	Iteration 6Q: 3 clusters Score -4504924 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -4506058.000000 Penalty: 5303.193359
	Iteration 7Q: 3 clusters Score -4506058 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -4507440.500000 Penalty: 5303.193359
	Iteration 8F: 3 clusters Score -4507440 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -4509108.500000 Penalty: 5303.193359
	Iteration 9F: 3 clusters Score -4509108 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 34917 members 
Entering Unmasked Estep 
Score: -4510762.500000 Penalty: 5303.193359
	Iteration 10F: 3 clusters Score -4510762 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
Score: -4512272.500000 Penalty: 5303.193359
	Iteration 11Q: 3 clusters Score -4512272 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
Score: -4513498.500000 Penalty: 5303.193359
	Iteration 12Q: 3 clusters Score -4513498 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 39638 members 
Entering Unmasked Estep 
Score: -4514434.500000 Penalty: 5303.193359
	Iteration 13Q: 3 clusters Score -4514434 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -4515138.500000 Penalty: 5303.193359
	Iteration 14Q: 3 clusters Score -4515138 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 41342 members 
Entering Unmasked Estep 
Score: -4515649.000000 Penalty: 5303.193359
	Iteration 15Q: 3 clusters Score -4515649 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 41873 members 
Entering Unmasked Estep 
Score: -4516046.000000 Penalty: 5303.193359
	Iteration 16Q: 3 clusters Score -4516046 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 42255 members 
Entering Unmasked Estep 
Score: -4516337.500000 Penalty: 5303.193359
	Iteration 17Q: 3 clusters Score -4516338 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 42491 members 
Entering Unmasked Estep 
Score: -4516492.500000 Penalty: 5303.193359
	Iteration 18Q: 3 clusters Score -4516492 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 42657 members 
Entering Unmasked Estep 
Score: -4516617.000000 Penalty: 5303.193359
	Iteration 19Q: 3 clusters Score -4516617 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 42780 members 
Entering Unmasked Estep 
Score: -4516709.500000 Penalty: 5303.193359
	Iteration 20F: 3 clusters Score -4516710 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 42871 members 
Entering Unmasked Estep 
Score: -4516784.500000 Penalty: 5303.193359
	Iteration 21Q: 3 clusters Score -4516784 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 42933 members 
Entering Unmasked Estep 
Score: -4516877.500000 Penalty: 5303.193359
	Iteration 22Q: 3 clusters Score -4516878 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 42987 members 
Entering Unmasked Estep 
Score: -4516957.000000 Penalty: 5303.193359
	Iteration 23Q: 3 clusters Score -4516957 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 43020 members 
Entering Unmasked Estep 
Score: -4517024.000000 Penalty: 5303.193359
	Iteration 24Q: 3 clusters Score -4517024 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 43041 members 
Entering Unmasked Estep 
Score: -4517086.500000 Penalty: 5303.193359
	Iteration 25Q: 3 clusters Score -4517086 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 43071 members 
Entering Unmasked Estep 
Score: -4517130.000000 Penalty: 5303.193359
	Iteration 26Q: 3 clusters Score -4517130 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 43087 members 
Entering Unmasked Estep 
Score: -4517184.500000 Penalty: 5303.193359
	Iteration 27Q: 3 clusters Score -4517184 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 43096 members 
Entering Unmasked Estep 
Score: -4517252.000000 Penalty: 5303.193359
	Iteration 28Q: 3 clusters Score -4517252 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 43096 members 
Entering Unmasked Estep 
Score: -4517295.000000 Penalty: 5303.193359
	Iteration 29Q: 3 clusters Score -4517295 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
Score: -4517323.500000 Penalty: 5303.193359
	Iteration 30Q: 3 clusters Score -4517324 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 43105 members 
Entering Unmasked Estep 
Score: -4517342.500000 Penalty: 5303.193359
	Iteration 31Q: 3 clusters Score -4517342 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 43111 members 
Entering Unmasked Estep 
Score: -4517360.000000 Penalty: 5303.193359
	Iteration 32Q: 3 clusters Score -4517360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 43116 members 
Entering Unmasked Estep 
Score: -4517368.000000 Penalty: 5303.193359
	Iteration 33Q: 3 clusters Score -4517368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 43116 members 
Entering Unmasked Estep 
Score: -4517371.500000 Penalty: 5303.193359
	Iteration 34Q: 3 clusters Score -4517372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 43112 members 
Entering Unmasked Estep 
Score: -4517383.000000 Penalty: 5303.193359
	Iteration 35Q: 3 clusters Score -4517383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 43113 members 
Entering Unmasked Estep 
Score: -4517382.500000 Penalty: 5303.193359
	Iteration 36Q: 3 clusters Score -4517382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 43115 members 
Entering Unmasked Estep 
Score: -4517388.000000 Penalty: 5303.193359
	Iteration 37Q: 3 clusters Score -4517388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 43114 members 
Entering Unmasked Estep 
Score: -4517384.000000 Penalty: 5303.193359
	Iteration 38Q: 3 clusters Score -4517384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 43114 members 
Entering Unmasked Estep 
Score: -4517386.500000 Penalty: 5303.193359
	Iteration 39Q: 3 clusters Score -4517386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 43112 members 
Entering Unmasked Estep 
Score: -4517394.500000 Penalty: 5303.193359
	Iteration 40F: 3 clusters Score -4517394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 43108 members 
Entering Unmasked Estep 
Score: -4517397.000000 Penalty: 5303.193359
	Iteration 41Q: 3 clusters Score -4517397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
Score: -4517397.000000 Penalty: 5303.193359
	Iteration 42Q: 3 clusters Score -4517397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -4517397.000000 Penalty: 5303.193359
	Iteration 43Q: 3 clusters Score -4517397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 43099 members 
Entering Unmasked Estep 
Score: -4517400.500000 Penalty: 5303.193359
	Iteration 44Q: 3 clusters Score -4517400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 43097 members 
Entering Unmasked Estep 
Score: -4517397.000000 Penalty: 5303.193359
	Iteration 45Q: 3 clusters Score -4517397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 43095 members 
Entering Unmasked Estep 
Score: -4517398.500000 Penalty: 5303.193359
	Iteration 46Q: 3 clusters Score -4517398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 43091 members 
Entering Unmasked Estep 
Score: -4517407.000000 Penalty: 5303.193359
	Iteration 47Q: 3 clusters Score -4517407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 43091 members 
Entering Unmasked Estep 
Score: -4517409.000000 Penalty: 5303.193359
	Iteration 48Q: 3 clusters Score -4517409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 43091 members 
Entering Unmasked Estep 
Score: -4517409.500000 Penalty: 5303.193359
	Iteration 49Q: 3 clusters Score -4517410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 43096 members 
Entering Unmasked Estep 
Score: -4517405.500000 Penalty: 5303.193359
	Iteration 50Q: 3 clusters Score -4517406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 43096 members 
Entering Unmasked Estep 
Score: -4517408.500000 Penalty: 5303.193359
	Iteration 51Q: 3 clusters Score -4517408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -4517409.000000 Penalty: 5303.193359
	Iteration 52Q: 3 clusters Score -4517409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 43092 members 
Entering Unmasked Estep 
Score: -4517415.500000 Penalty: 5303.193359
	Iteration 53Q: 3 clusters Score -4517416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 43090 members 
Entering Unmasked Estep 
Score: -4517410.000000 Penalty: 5303.193359
	Iteration 54Q: 3 clusters Score -4517410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
Score: -4517413.500000 Penalty: 5303.193359
	Iteration 55Q: 3 clusters Score -4517414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 43080 members 
Entering Unmasked Estep 
Score: -4517416.000000 Penalty: 5303.193359
	Iteration 56Q: 3 clusters Score -4517416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 43076 members 
Entering Unmasked Estep 
Score: -4517419.500000 Penalty: 5303.193359
	Iteration 57Q: 3 clusters Score -4517420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 43075 members 
Entering Unmasked Estep 
Score: -4517417.500000 Penalty: 5303.193359
	Iteration 58Q: 3 clusters Score -4517418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 43075 members 
Entering Unmasked Estep 
Score: -4517421.500000 Penalty: 5303.193359
	Iteration 59Q: 3 clusters Score -4517422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 43074 members 
Entering Unmasked Estep 
Score: -4517424.500000 Penalty: 5303.193359
	Iteration 60F: 3 clusters Score -4517424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 43073 members 
Entering Unmasked Estep 
Score: -4517420.000000 Penalty: 5303.193359
	Iteration 61Q: 3 clusters Score -4517420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -4517431.000000 Penalty: 5303.193359
	Iteration 62Q: 3 clusters Score -4517431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 43068 members 
Entering Unmasked Estep 
Score: -4517432.500000 Penalty: 5303.193359
	Iteration 63Q: 3 clusters Score -4517432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 43060 members 
Entering Unmasked Estep 
Score: -4517432.500000 Penalty: 5303.193359
	Iteration 64Q: 3 clusters Score -4517432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 43056 members 
Entering Unmasked Estep 
Score: -4517441.500000 Penalty: 5303.193359
	Iteration 65Q: 3 clusters Score -4517442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 43050 members 
Entering Unmasked Estep 
Score: -4517442.500000 Penalty: 5303.193359
	Iteration 66Q: 3 clusters Score -4517442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -4517454.000000 Penalty: 5303.193359
	Iteration 67Q: 3 clusters Score -4517454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 43041 members 
Entering Unmasked Estep 
Score: -4517463.500000 Penalty: 5303.193359
	Iteration 68Q: 3 clusters Score -4517464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 43035 members 
Entering Unmasked Estep 
Score: -4517458.000000 Penalty: 5303.193359
	Iteration 69Q: 3 clusters Score -4517458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 43035 members 
Entering Unmasked Estep 
Score: -4517466.500000 Penalty: 5303.193359
	Iteration 70Q: 3 clusters Score -4517466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 43037 members 
Entering Unmasked Estep 
Score: -4517460.000000 Penalty: 5303.193359
	Iteration 71Q: 3 clusters Score -4517460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 43038 members 
Entering Unmasked Estep 
Score: -4517463.500000 Penalty: 5303.193359
	Iteration 72Q: 3 clusters Score -4517464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 43038 members 
Entering Unmasked Estep 
Score: -4517463.500000 Penalty: 5303.193359
	Iteration 73F: 3 clusters Score -4517464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Entering Unmasked Estep 
Score: -1347312.625000 Penalty: 2334.169434
	Iteration 0F: 2 clusters Score -1347313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1338316.000000 Penalty: 4668.338867
	Iteration 0F: 3 clusters Score -1338316 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1340896.500000 Penalty: 4668.338867
	Iteration 1F: 3 clusters Score -1340896 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1341170.625000 Penalty: 4668.338867
	Iteration 2F: 3 clusters Score -1341171 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1341401.875000 Penalty: 4668.338867
	Iteration 3Q: 3 clusters Score -1341402 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1341605.000000 Penalty: 4668.338867
	Iteration 4Q: 3 clusters Score -1341605 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1341854.250000 Penalty: 4668.338867
	Iteration 5Q: 3 clusters Score -1341854 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1342166.500000 Penalty: 4668.338867
	Iteration 6Q: 3 clusters Score -1342166 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1342569.875000 Penalty: 4668.338867
	Iteration 7F: 3 clusters Score -1342570 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1342984.000000 Penalty: 4668.338867
	Iteration 8F: 3 clusters Score -1342984 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1343374.875000 Penalty: 4668.338867
	Iteration 9F: 3 clusters Score -1343375 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1343705.875000 Penalty: 4668.338867
	Iteration 10Q: 3 clusters Score -1343706 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1343948.250000 Penalty: 4668.338867
	Iteration 11Q: 3 clusters Score -1343948 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1344149.000000 Penalty: 4668.338867
	Iteration 12Q: 3 clusters Score -1344149 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1344279.625000 Penalty: 4668.338867
	Iteration 13Q: 3 clusters Score -1344280 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1344354.625000 Penalty: 4668.338867
	Iteration 14Q: 3 clusters Score -1344355 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1344415.500000 Penalty: 4668.338867
	Iteration 15Q: 3 clusters Score -1344416 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1344456.875000 Penalty: 4668.338867
	Iteration 16Q: 3 clusters Score -1344457 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1344487.000000 Penalty: 4668.338867
	Iteration 17Q: 3 clusters Score -1344487 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1344522.250000 Penalty: 4668.338867
	Iteration 18Q: 3 clusters Score -1344522 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1344554.625000 Penalty: 4668.338867
	Iteration 19Q: 3 clusters Score -1344555 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1344586.125000 Penalty: 4668.338867
	Iteration 20F: 3 clusters Score -1344586 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1344604.250000 Penalty: 4668.338867
	Iteration 21Q: 3 clusters Score -1344604 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1344639.000000 Penalty: 4668.338867
	Iteration 22Q: 3 clusters Score -1344639 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1344665.000000 Penalty: 4668.338867
	Iteration 23Q: 3 clusters Score -1344665 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1344681.875000 Penalty: 4668.338867
	Iteration 24Q: 3 clusters Score -1344682 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1344702.500000 Penalty: 4668.338867
	Iteration 25Q: 3 clusters Score -1344702 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1344716.625000 Penalty: 4668.338867
	Iteration 26Q: 3 clusters Score -1344717 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1344731.625000 Penalty: 4668.338867
	Iteration 27Q: 3 clusters Score -1344732 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1344743.250000 Penalty: 4668.338867
	Iteration 28Q: 3 clusters Score -1344743 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1344755.875000 Penalty: 4668.338867
	Iteration 29Q: 3 clusters Score -1344756 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1344766.875000 Penalty: 4668.338867
	Iteration 30Q: 3 clusters Score -1344767 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1344787.125000 Penalty: 4668.338867
	Iteration 31Q: 3 clusters Score -1344787 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1344806.750000 Penalty: 4668.338867
	Iteration 32Q: 3 clusters Score -1344807 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1344826.875000 Penalty: 4668.338867
	Iteration 33Q: 3 clusters Score -1344827 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1344848.625000 Penalty: 4668.338867
	Iteration 34Q: 3 clusters Score -1344849 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1344867.875000 Penalty: 4668.338867
	Iteration 35Q: 3 clusters Score -1344868 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1344889.875000 Penalty: 4668.338867
	Iteration 36Q: 3 clusters Score -1344890 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1344904.000000 Penalty: 4668.338867
	Iteration 37Q: 3 clusters Score -1344904 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1344922.750000 Penalty: 4668.338867
	Iteration 38Q: 3 clusters Score -1344923 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1344937.125000 Penalty: 4668.338867
	Iteration 39Q: 3 clusters Score -1344937 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1344948.375000 Penalty: 4668.338867
	Iteration 40F: 3 clusters Score -1344948 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1344962.500000 Penalty: 4668.338867
	Iteration 41Q: 3 clusters Score -1344962 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1344977.125000 Penalty: 4668.338867
	Iteration 42Q: 3 clusters Score -1344977 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1344993.125000 Penalty: 4668.338867
	Iteration 43Q: 3 clusters Score -1344993 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1345003.875000 Penalty: 4668.338867
	Iteration 44Q: 3 clusters Score -1345004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1345021.875000 Penalty: 4668.338867
	Iteration 45Q: 3 clusters Score -1345022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1345027.500000 Penalty: 4668.338867
	Iteration 46Q: 3 clusters Score -1345028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1345036.625000 Penalty: 4668.338867
	Iteration 47Q: 3 clusters Score -1345037 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1345046.000000 Penalty: 4668.338867
	Iteration 48Q: 3 clusters Score -1345046 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1345057.500000 Penalty: 4668.338867
	Iteration 49Q: 3 clusters Score -1345058 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1345067.750000 Penalty: 4668.338867
	Iteration 50Q: 3 clusters Score -1345068 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1345082.750000 Penalty: 4668.338867
	Iteration 51Q: 3 clusters Score -1345083 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1345095.750000 Penalty: 4668.338867
	Iteration 52Q: 3 clusters Score -1345096 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1345114.875000 Penalty: 4668.338867
	Iteration 53Q: 3 clusters Score -1345115 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1345120.750000 Penalty: 4668.338867
	Iteration 54Q: 3 clusters Score -1345121 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1345122.375000 Penalty: 4668.338867
	Iteration 55Q: 3 clusters Score -1345122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1345131.375000 Penalty: 4668.338867
	Iteration 56Q: 3 clusters Score -1345131 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1345136.000000 Penalty: 4668.338867
	Iteration 57Q: 3 clusters Score -1345136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1345141.500000 Penalty: 4668.338867
	Iteration 58Q: 3 clusters Score -1345142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1345145.375000 Penalty: 4668.338867
	Iteration 59Q: 3 clusters Score -1345145 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1345151.750000 Penalty: 4668.338867
	Iteration 60F: 3 clusters Score -1345152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1345154.125000 Penalty: 4668.338867
	Iteration 61Q: 3 clusters Score -1345154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1345157.625000 Penalty: 4668.338867
	Iteration 62Q: 3 clusters Score -1345158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1345163.125000 Penalty: 4668.338867
	Iteration 63Q: 3 clusters Score -1345163 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1345173.750000 Penalty: 4668.338867
	Iteration 64Q: 3 clusters Score -1345174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1345174.000000 Penalty: 4668.338867
	Iteration 65Q: 3 clusters Score -1345174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1345177.625000 Penalty: 4668.338867
	Iteration 66Q: 3 clusters Score -1345178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1345178.250000 Penalty: 4668.338867
	Iteration 67Q: 3 clusters Score -1345178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1345181.125000 Penalty: 4668.338867
	Iteration 68Q: 3 clusters Score -1345181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1345181.250000 Penalty: 4668.338867
	Iteration 69Q: 3 clusters Score -1345181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1345182.875000 Penalty: 4668.338867
	Iteration 70Q: 3 clusters Score -1345183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1345182.750000 Penalty: 4668.338867
	Iteration 71Q: 3 clusters Score -1345183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1345186.250000 Penalty: 4668.338867
	Iteration 72Q: 3 clusters Score -1345186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1345184.500000 Penalty: 4668.338867
	Iteration 73Q: 3 clusters Score -1345184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1345185.000000 Penalty: 4668.338867
	Iteration 74Q: 3 clusters Score -1345185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1345189.625000 Penalty: 4668.338867
	Iteration 75Q: 3 clusters Score -1345190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1345189.500000 Penalty: 4668.338867
	Iteration 76Q: 3 clusters Score -1345190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1345195.625000 Penalty: 4668.338867
	Iteration 77Q: 3 clusters Score -1345196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1345192.625000 Penalty: 4668.338867
	Iteration 78Q: 3 clusters Score -1345193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1345194.250000 Penalty: 4668.338867
	Iteration 79Q: 3 clusters Score -1345194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1345195.875000 Penalty: 4668.338867
	Iteration 80F: 3 clusters Score -1345196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1345196.750000 Penalty: 4668.338867
	Iteration 81Q: 3 clusters Score -1345197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1345202.000000 Penalty: 4668.338867
	Iteration 82Q: 3 clusters Score -1345202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1345201.875000 Penalty: 4668.338867
	Iteration 83Q: 3 clusters Score -1345202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1345205.125000 Penalty: 4668.338867
	Iteration 84Q: 3 clusters Score -1345205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1345205.125000 Penalty: 4668.338867
	Iteration 85Q: 3 clusters Score -1345205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1345205.500000 Penalty: 4668.338867
	Iteration 86Q: 3 clusters Score -1345206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1345207.125000 Penalty: 4668.338867
	Iteration 87Q: 3 clusters Score -1345207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1345208.500000 Penalty: 4668.338867
	Iteration 88Q: 3 clusters Score -1345208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1345211.000000 Penalty: 4668.338867
	Iteration 89Q: 3 clusters Score -1345211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1345212.500000 Penalty: 4668.338867
	Iteration 90Q: 3 clusters Score -1345212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1345212.000000 Penalty: 4668.338867
	Iteration 91Q: 3 clusters Score -1345212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1345213.250000 Penalty: 4668.338867
	Iteration 92Q: 3 clusters Score -1345213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1345213.000000 Penalty: 4668.338867
	Iteration 93Q: 3 clusters Score -1345213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1345213.125000 Penalty: 4668.338867
	Iteration 94Q: 3 clusters Score -1345213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1345213.125000 Penalty: 4668.338867
	Iteration 95F: 3 clusters Score -1345213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Entering Unmasked Estep 
Score: -824951.937500 Penalty: 2213.907959
	Iteration 0F: 2 clusters Score -824951.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -818848.562500 Penalty: 4427.815918
	Iteration 0F: 3 clusters Score -818848.6 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -820464.500000 Penalty: 4427.815918
	Iteration 1F: 3 clusters Score -820464.5 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -820747.750000 Penalty: 4427.815918
	Iteration 2F: 3 clusters Score -820747.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -820985.687500 Penalty: 4427.815918
	Iteration 3F: 3 clusters Score -820985.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -821162.562500 Penalty: 4427.815918
	Iteration 4Q: 3 clusters Score -821162.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -821315.687500 Penalty: 4427.815918
	Iteration 5Q: 3 clusters Score -821315.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -821469.062500 Penalty: 4427.815918
	Iteration 6Q: 3 clusters Score -821469.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -821632.937500 Penalty: 4427.815918
	Iteration 7Q: 3 clusters Score -821632.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -821803.062500 Penalty: 4427.815918
	Iteration 8Q: 3 clusters Score -821803.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -821975.062500 Penalty: 4427.815918
	Iteration 9Q: 3 clusters Score -821975.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -822158.062500 Penalty: 4427.815918
	Iteration 10Q: 3 clusters Score -822158.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -822345.312500 Penalty: 4427.815918
	Iteration 11Q: 3 clusters Score -822345.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -822494.625000 Penalty: 4427.815918
	Iteration 12Q: 3 clusters Score -822494.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -822611.812500 Penalty: 4427.815918
	Iteration 13Q: 3 clusters Score -822611.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -822729.562500 Penalty: 4427.815918
	Iteration 14Q: 3 clusters Score -822729.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -822827.500000 Penalty: 4427.815918
	Iteration 15Q: 3 clusters Score -822827.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -822891.812500 Penalty: 4427.815918
	Iteration 16Q: 3 clusters Score -822891.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -822949.437500 Penalty: 4427.815918
	Iteration 17Q: 3 clusters Score -822949.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -822999.812500 Penalty: 4427.815918
	Iteration 18Q: 3 clusters Score -822999.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -823037.125000 Penalty: 4427.815918
	Iteration 19Q: 3 clusters Score -823037.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -823078.437500 Penalty: 4427.815918
	Iteration 20F: 3 clusters Score -823078.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -823115.062500 Penalty: 4427.815918
	Iteration 21Q: 3 clusters Score -823115.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -823150.125000 Penalty: 4427.815918
	Iteration 22Q: 3 clusters Score -823150.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -823190.312500 Penalty: 4427.815918
	Iteration 23Q: 3 clusters Score -823190.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -823247.312500 Penalty: 4427.815918
	Iteration 24Q: 3 clusters Score -823247.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -823342.875000 Penalty: 4427.815918
	Iteration 25Q: 3 clusters Score -823342.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -823449.437500 Penalty: 4427.815918
	Iteration 26Q: 3 clusters Score -823449.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -823552.812500 Penalty: 4427.815918
	Iteration 27Q: 3 clusters Score -823552.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -823645.375000 Penalty: 4427.815918
	Iteration 28Q: 3 clusters Score -823645.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -823746.062500 Penalty: 4427.815918
	Iteration 29Q: 3 clusters Score -823746.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -823827.500000 Penalty: 4427.815918
	Iteration 30Q: 3 clusters Score -823827.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -823871.312500 Penalty: 4427.815918
	Iteration 31Q: 3 clusters Score -823871.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -823895.062500 Penalty: 4427.815918
	Iteration 32Q: 3 clusters Score -823895.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -823912.687500 Penalty: 4427.815918
	Iteration 33Q: 3 clusters Score -823912.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -823924.062500 Penalty: 4427.815918
	Iteration 34Q: 3 clusters Score -823924.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -823930.375000 Penalty: 4427.815918
	Iteration 35Q: 3 clusters Score -823930.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -823935.312500 Penalty: 4427.815918
	Iteration 36Q: 3 clusters Score -823935.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -823939.375000 Penalty: 4427.815918
	Iteration 37Q: 3 clusters Score -823939.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -823942.000000 Penalty: 4427.815918
	Iteration 38Q: 3 clusters Score -823942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -823944.812500 Penalty: 4427.815918
	Iteration 39Q: 3 clusters Score -823944.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -823955.562500 Penalty: 4427.815918
	Iteration 40F: 3 clusters Score -823955.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -823961.125000 Penalty: 4427.815918
	Iteration 41Q: 3 clusters Score -823961.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -823966.687500 Penalty: 4427.815918
	Iteration 42Q: 3 clusters Score -823966.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -823973.562500 Penalty: 4427.815918
	Iteration 43Q: 3 clusters Score -823973.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -823977.937500 Penalty: 4427.815918
	Iteration 44Q: 3 clusters Score -823977.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -823982.500000 Penalty: 4427.815918
	Iteration 45Q: 3 clusters Score -823982.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -823985.875000 Penalty: 4427.815918
	Iteration 46Q: 3 clusters Score -823985.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -823988.312500 Penalty: 4427.815918
	Iteration 47Q: 3 clusters Score -823988.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -823990.875000 Penalty: 4427.815918
	Iteration 48Q: 3 clusters Score -823990.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -823995.750000 Penalty: 4427.815918
	Iteration 49Q: 3 clusters Score -823995.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -824001.750000 Penalty: 4427.815918
	Iteration 50Q: 3 clusters Score -824001.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -824004.125000 Penalty: 4427.815918
	Iteration 51Q: 3 clusters Score -824004.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -824005.875000 Penalty: 4427.815918
	Iteration 52Q: 3 clusters Score -824005.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -824008.437500 Penalty: 4427.815918
	Iteration 53Q: 3 clusters Score -824008.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -824013.625000 Penalty: 4427.815918
	Iteration 54Q: 3 clusters Score -824013.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -824015.625000 Penalty: 4427.815918
	Iteration 55Q: 3 clusters Score -824015.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -824015.437500 Penalty: 4427.815918
	Iteration 56Q: 3 clusters Score -824015.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -824015.812500 Penalty: 4427.815918
	Iteration 57Q: 3 clusters Score -824015.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -824018.437500 Penalty: 4427.815918
	Iteration 58Q: 3 clusters Score -824018.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -824021.062500 Penalty: 4427.815918
	Iteration 59Q: 3 clusters Score -824021.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -824022.562500 Penalty: 4427.815918
	Iteration 60F: 3 clusters Score -824022.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -824023.000000 Penalty: 4427.815918
	Iteration 61Q: 3 clusters Score -824023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -824021.750000 Penalty: 4427.815918
	Iteration 62Q: 3 clusters Score -824021.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -824023.562500 Penalty: 4427.815918
	Iteration 63Q: 3 clusters Score -824023.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -824023.187500 Penalty: 4427.815918
	Iteration 64Q: 3 clusters Score -824023.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -824024.000000 Penalty: 4427.815918
	Iteration 65Q: 3 clusters Score -824024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -824025.250000 Penalty: 4427.815918
	Iteration 66Q: 3 clusters Score -824025.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -824028.500000 Penalty: 4427.815918
	Iteration 67Q: 3 clusters Score -824028.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -824029.000000 Penalty: 4427.815918
	Iteration 68Q: 3 clusters Score -824029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -824030.937500 Penalty: 4427.815918
	Iteration 69Q: 3 clusters Score -824030.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -824037.875000 Penalty: 4427.815918
	Iteration 70Q: 3 clusters Score -824037.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -824051.125000 Penalty: 4427.815918
	Iteration 71Q: 3 clusters Score -824051.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -824078.000000 Penalty: 4427.815918
	Iteration 72Q: 3 clusters Score -824078 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -824120.125000 Penalty: 4427.815918
	Iteration 73Q: 3 clusters Score -824120.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -824200.562500 Penalty: 4427.815918
	Iteration 74Q: 3 clusters Score -824200.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -824321.625000 Penalty: 4427.815918
	Iteration 75Q: 3 clusters Score -824321.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -824401.312500 Penalty: 4427.815918
	Iteration 76Q: 3 clusters Score -824401.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -824428.750000 Penalty: 4427.815918
	Iteration 77Q: 3 clusters Score -824428.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -824434.187500 Penalty: 4427.815918
	Iteration 78Q: 3 clusters Score -824434.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -824437.875000 Penalty: 4427.815918
	Iteration 79Q: 3 clusters Score -824437.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -824445.750000 Penalty: 4427.815918
	Iteration 80F: 3 clusters Score -824445.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -824449.562500 Penalty: 4427.815918
	Iteration 81Q: 3 clusters Score -824449.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -824451.687500 Penalty: 4427.815918
	Iteration 82Q: 3 clusters Score -824451.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -824451.687500 Penalty: 4427.815918
	Iteration 83Q: 3 clusters Score -824451.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -824451.625000 Penalty: 4427.815918
	Iteration 84Q: 3 clusters Score -824451.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -824453.687500 Penalty: 4427.815918
	Iteration 85Q: 3 clusters Score -824453.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -824454.500000 Penalty: 4427.815918
	Iteration 86Q: 3 clusters Score -824454.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -824458.250000 Penalty: 4427.815918
	Iteration 87Q: 3 clusters Score -824458.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -824458.000000 Penalty: 4427.815918
	Iteration 88Q: 3 clusters Score -824458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -824458.375000 Penalty: 4427.815918
	Iteration 89Q: 3 clusters Score -824458.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -824458.375000 Penalty: 4427.815918
	Iteration 90F: 3 clusters Score -824458.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Entering Unmasked Estep 
Score: -2593580.250000 Penalty: 2513.134521
	Iteration 0F: 2 clusters Score -2593580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -2576160.000000 Penalty: 5026.269043
	Iteration 0F: 3 clusters Score -2576160 nChanged 11260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -2582526.500000 Penalty: 5026.269043
	Iteration 1F: 3 clusters Score -2582526 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -2583300.250000 Penalty: 5026.269043
	Iteration 2F: 3 clusters Score -2583300 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -2584134.750000 Penalty: 5026.269043
	Iteration 3F: 3 clusters Score -2584135 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -2585109.500000 Penalty: 5026.269043
	Iteration 4F: 3 clusters Score -2585110 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -2586319.250000 Penalty: 5026.269043
	Iteration 5F: 3 clusters Score -2586319 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -2587649.000000 Penalty: 5026.269043
	Iteration 6F: 3 clusters Score -2587649 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -2588871.750000 Penalty: 5026.269043
	Iteration 7F: 3 clusters Score -2588872 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -2589830.250000 Penalty: 5026.269043
	Iteration 8Q: 3 clusters Score -2589830 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -2590455.250000 Penalty: 5026.269043
	Iteration 9Q: 3 clusters Score -2590455 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -2590914.000000 Penalty: 5026.269043
	Iteration 10Q: 3 clusters Score -2590914 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -2591229.000000 Penalty: 5026.269043
	Iteration 11Q: 3 clusters Score -2591229 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -2591410.750000 Penalty: 5026.269043
	Iteration 12Q: 3 clusters Score -2591411 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -2591522.000000 Penalty: 5026.269043
	Iteration 13Q: 3 clusters Score -2591522 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -2591603.750000 Penalty: 5026.269043
	Iteration 14Q: 3 clusters Score -2591604 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -2591659.750000 Penalty: 5026.269043
	Iteration 15Q: 3 clusters Score -2591660 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -2591706.750000 Penalty: 5026.269043
	Iteration 16Q: 3 clusters Score -2591707 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -2591721.500000 Penalty: 5026.269043
	Iteration 17Q: 3 clusters Score -2591722 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -2591741.000000 Penalty: 5026.269043
	Iteration 18Q: 3 clusters Score -2591741 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -2591750.500000 Penalty: 5026.269043
	Iteration 19Q: 3 clusters Score -2591750 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -2591753.500000 Penalty: 5026.269043
	Iteration 20F: 3 clusters Score -2591754 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -2591760.250000 Penalty: 5026.269043
	Iteration 21Q: 3 clusters Score -2591760 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -2591767.000000 Penalty: 5026.269043
	Iteration 22Q: 3 clusters Score -2591767 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -2591764.750000 Penalty: 5026.269043
	Iteration 23Q: 3 clusters Score -2591765 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -2591767.500000 Penalty: 5026.269043
	Iteration 24Q: 3 clusters Score -2591768 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -2591773.500000 Penalty: 5026.269043
	Iteration 25Q: 3 clusters Score -2591774 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -2591775.000000 Penalty: 5026.269043
	Iteration 26Q: 3 clusters Score -2591775 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -2591787.250000 Penalty: 5026.269043
	Iteration 27Q: 3 clusters Score -2591787 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -2591797.500000 Penalty: 5026.269043
	Iteration 28Q: 3 clusters Score -2591798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -2591798.250000 Penalty: 5026.269043
	Iteration 29Q: 3 clusters Score -2591798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -2591802.750000 Penalty: 5026.269043
	Iteration 30Q: 3 clusters Score -2591803 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -2591814.000000 Penalty: 5026.269043
	Iteration 31Q: 3 clusters Score -2591814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -2591817.500000 Penalty: 5026.269043
	Iteration 32Q: 3 clusters Score -2591818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -2591818.000000 Penalty: 5026.269043
	Iteration 33Q: 3 clusters Score -2591818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -2591820.750000 Penalty: 5026.269043
	Iteration 34Q: 3 clusters Score -2591821 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -2591816.250000 Penalty: 5026.269043
	Iteration 35Q: 3 clusters Score -2591816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -2591827.750000 Penalty: 5026.269043
	Iteration 36Q: 3 clusters Score -2591828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -2591828.750000 Penalty: 5026.269043
	Iteration 37Q: 3 clusters Score -2591829 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -2591838.250000 Penalty: 5026.269043
	Iteration 38Q: 3 clusters Score -2591838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -2591839.250000 Penalty: 5026.269043
	Iteration 39Q: 3 clusters Score -2591839 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -2591846.000000 Penalty: 5026.269043
	Iteration 40F: 3 clusters Score -2591846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -2591851.750000 Penalty: 5026.269043
	Iteration 41Q: 3 clusters Score -2591852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -2591850.250000 Penalty: 5026.269043
	Iteration 42Q: 3 clusters Score -2591850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -2591851.500000 Penalty: 5026.269043
	Iteration 43Q: 3 clusters Score -2591852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -2591855.250000 Penalty: 5026.269043
	Iteration 44Q: 3 clusters Score -2591855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -2591853.750000 Penalty: 5026.269043
	Iteration 45Q: 3 clusters Score -2591854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -2591854.250000 Penalty: 5026.269043
	Iteration 46Q: 3 clusters Score -2591854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -2591871.250000 Penalty: 5026.269043
	Iteration 47Q: 3 clusters Score -2591871 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -2591872.750000 Penalty: 5026.269043
	Iteration 48Q: 3 clusters Score -2591873 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -2591876.250000 Penalty: 5026.269043
	Iteration 49Q: 3 clusters Score -2591876 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -2591887.000000 Penalty: 5026.269043
	Iteration 50Q: 3 clusters Score -2591887 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -2591880.250000 Penalty: 5026.269043
	Iteration 51Q: 3 clusters Score -2591880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -2591894.000000 Penalty: 5026.269043
	Iteration 52Q: 3 clusters Score -2591894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -2591900.000000 Penalty: 5026.269043
	Iteration 53Q: 3 clusters Score -2591900 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -2591905.500000 Penalty: 5026.269043
	Iteration 54Q: 3 clusters Score -2591906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -2591911.500000 Penalty: 5026.269043
	Iteration 55Q: 3 clusters Score -2591912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -2591916.750000 Penalty: 5026.269043
	Iteration 56Q: 3 clusters Score -2591917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -2591913.250000 Penalty: 5026.269043
	Iteration 57Q: 3 clusters Score -2591913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -2591914.750000 Penalty: 5026.269043
	Iteration 58Q: 3 clusters Score -2591915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -2591917.000000 Penalty: 5026.269043
	Iteration 59Q: 3 clusters Score -2591917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -2591917.250000 Penalty: 5026.269043
	Iteration 60F: 3 clusters Score -2591917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -2591916.250000 Penalty: 5026.269043
	Iteration 61Q: 3 clusters Score -2591916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -2591917.250000 Penalty: 5026.269043
	Iteration 62Q: 3 clusters Score -2591917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -2591919.750000 Penalty: 5026.269043
	Iteration 63Q: 3 clusters Score -2591920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -2591922.250000 Penalty: 5026.269043
	Iteration 64Q: 3 clusters Score -2591922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -2591926.000000 Penalty: 5026.269043
	Iteration 65Q: 3 clusters Score -2591926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -2591922.250000 Penalty: 5026.269043
	Iteration 66Q: 3 clusters Score -2591922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -2591930.750000 Penalty: 5026.269043
	Iteration 67Q: 3 clusters Score -2591931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -2591929.000000 Penalty: 5026.269043
	Iteration 68Q: 3 clusters Score -2591929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -2591930.000000 Penalty: 5026.269043
	Iteration 69Q: 3 clusters Score -2591930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -2591931.250000 Penalty: 5026.269043
	Iteration 70Q: 3 clusters Score -2591931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -2591934.500000 Penalty: 5026.269043
	Iteration 71Q: 3 clusters Score -2591934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -2591937.750000 Penalty: 5026.269043
	Iteration 72Q: 3 clusters Score -2591938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -2591937.500000 Penalty: 5026.269043
	Iteration 73Q: 3 clusters Score -2591938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -2591942.500000 Penalty: 5026.269043
	Iteration 74Q: 3 clusters Score -2591942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -2591945.000000 Penalty: 5026.269043
	Iteration 75Q: 3 clusters Score -2591945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -2591942.750000 Penalty: 5026.269043
	Iteration 76Q: 3 clusters Score -2591943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -2591945.500000 Penalty: 5026.269043
	Iteration 77Q: 3 clusters Score -2591946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -2591942.250000 Penalty: 5026.269043
	Iteration 78Q: 3 clusters Score -2591942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -2591947.500000 Penalty: 5026.269043
	Iteration 79Q: 3 clusters Score -2591948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -2591943.000000 Penalty: 5026.269043
	Iteration 80F: 3 clusters Score -2591943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -2591943.250000 Penalty: 5026.269043
	Iteration 81Q: 3 clusters Score -2591943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -2591945.000000 Penalty: 5026.269043
	Iteration 82Q: 3 clusters Score -2591945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -2591945.000000 Penalty: 5026.269043
	Iteration 83F: 3 clusters Score -2591945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (103897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103897 members 
Entering Unmasked Estep 
Score: -11443138.000000 Penalty: 2864.686523
	Iteration 0F: 2 clusters Score -1.144314e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52199 members 
Mstep: Class 2 contains 51698 members 
Entering Unmasked Estep 
Score: -11373764.000000 Penalty: 5729.373047
	Iteration 0F: 3 clusters Score -1.137376e+07 nChanged 49248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55297 members 
Mstep: Class 2 contains 48600 members 
Entering Unmasked Estep 
Score: -11402009.000000 Penalty: 5729.373047
	Iteration 1F: 3 clusters Score -1.140201e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57560 members 
Mstep: Class 2 contains 46337 members 
Entering Unmasked Estep 
Score: -11403453.000000 Penalty: 5729.373047
	Iteration 2Q: 3 clusters Score -1.140345e+07 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60985 members 
Mstep: Class 2 contains 42912 members 
Entering Unmasked Estep 
Score: -11405472.000000 Penalty: 5729.373047
	Iteration 3Q: 3 clusters Score -1.140547e+07 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65975 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -11408736.000000 Penalty: 5729.373047
	Iteration 4F: 3 clusters Score -1.140874e+07 nChanged 7310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72613 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -11413441.000000 Penalty: 5729.373047
	Iteration 5F: 3 clusters Score -1.141344e+07 nChanged 8093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80290 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -11419597.000000 Penalty: 5729.373047
	Iteration 6F: 3 clusters Score -1.14196e+07 nChanged 7790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87936 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -11426165.000000 Penalty: 5729.373047
	Iteration 7F: 3 clusters Score -1.142616e+07 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94358 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -11432148.000000 Penalty: 5729.373047
	Iteration 8F: 3 clusters Score -1.143215e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98941 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -11436520.000000 Penalty: 5729.373047
	Iteration 9Q: 3 clusters Score -1.143652e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101485 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -11438931.000000 Penalty: 5729.373047
	Iteration 10Q: 3 clusters Score -1.143893e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102536 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -11439915.000000 Penalty: 5729.373047
	Iteration 11Q: 3 clusters Score -1.143992e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102964 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -11440369.000000 Penalty: 5729.373047
	Iteration 12Q: 3 clusters Score -1.144037e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103129 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -11440563.000000 Penalty: 5729.373047
	Iteration 13Q: 3 clusters Score -1.144056e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103215 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -11440664.000000 Penalty: 5729.373047
	Iteration 14Q: 3 clusters Score -1.144066e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103257 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -11440742.000000 Penalty: 5729.373047
	Iteration 15Q: 3 clusters Score -1.144074e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103304 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -11440807.000000 Penalty: 5729.373047
	Iteration 16Q: 3 clusters Score -1.144081e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103326 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -11440844.000000 Penalty: 5729.373047
	Iteration 17Q: 3 clusters Score -1.144084e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103339 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -11440899.000000 Penalty: 5729.373047
	Iteration 18Q: 3 clusters Score -1.14409e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103345 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -11440913.000000 Penalty: 5729.373047
	Iteration 19Q: 3 clusters Score -1.144091e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103350 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -11440921.000000 Penalty: 5729.373047
	Iteration 20F: 3 clusters Score -1.144092e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103349 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -11440921.000000 Penalty: 5729.373047
	Iteration 21Q: 3 clusters Score -1.144092e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103348 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -11440932.000000 Penalty: 5729.373047
	Iteration 22Q: 3 clusters Score -1.144093e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103351 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -11440947.000000 Penalty: 5729.373047
	Iteration 23Q: 3 clusters Score -1.144095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103351 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -11440942.000000 Penalty: 5729.373047
	Iteration 24Q: 3 clusters Score -1.144094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103350 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -11440947.000000 Penalty: 5729.373047
	Iteration 25Q: 3 clusters Score -1.144095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103351 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -11440946.000000 Penalty: 5729.373047
	Iteration 26Q: 3 clusters Score -1.144095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103354 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -11440947.000000 Penalty: 5729.373047
	Iteration 27Q: 3 clusters Score -1.144095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103354 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -11440952.000000 Penalty: 5729.373047
	Iteration 28Q: 3 clusters Score -1.144095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103352 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -11440953.000000 Penalty: 5729.373047
	Iteration 29Q: 3 clusters Score -1.144095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103349 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -11440950.000000 Penalty: 5729.373047
	Iteration 30Q: 3 clusters Score -1.144095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103347 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -11440955.000000 Penalty: 5729.373047
	Iteration 31Q: 3 clusters Score -1.144096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103348 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -11440957.000000 Penalty: 5729.373047
	Iteration 32Q: 3 clusters Score -1.144096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103347 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -11440953.000000 Penalty: 5729.373047
	Iteration 33Q: 3 clusters Score -1.144095e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103347 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -11440953.000000 Penalty: 5729.373047
	Iteration 34F: 3 clusters Score -1.144095e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Entering Unmasked Estep 
Score: -293244.593750 Penalty: 1988.537476
	Iteration 0F: 2 clusters Score -293244.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -290073.218750 Penalty: 3977.074951
	Iteration 0F: 3 clusters Score -290073.2 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -291167.000000 Penalty: 3977.074951
	Iteration 1F: 3 clusters Score -291167 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -291599.062500 Penalty: 3977.074951
	Iteration 2F: 3 clusters Score -291599.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -292032.156250 Penalty: 3977.074951
	Iteration 3F: 3 clusters Score -292032.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -292458.281250 Penalty: 3977.074951
	Iteration 4F: 3 clusters Score -292458.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -292771.343750 Penalty: 3977.074951
	Iteration 5F: 3 clusters Score -292771.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -293037.125000 Penalty: 3977.074951
	Iteration 6F: 3 clusters Score -293037.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -293184.125000 Penalty: 3977.074951
	Iteration 7Q: 3 clusters Score -293184.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -293267.625000 Penalty: 3977.074951
	Iteration 8Q: 3 clusters Score -293267.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -293312.031250 Penalty: 3977.074951
	Iteration 9Q: 3 clusters Score -293312 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -293348.375000 Penalty: 3977.074951
	Iteration 10Q: 3 clusters Score -293348.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -293371.968750 Penalty: 3977.074951
	Iteration 11Q: 3 clusters Score -293372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -293396.718750 Penalty: 3977.074951
	Iteration 12Q: 3 clusters Score -293396.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -293420.406250 Penalty: 3977.074951
	Iteration 13Q: 3 clusters Score -293420.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -293438.093750 Penalty: 3977.074951
	Iteration 14Q: 3 clusters Score -293438.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -293453.625000 Penalty: 3977.074951
	Iteration 15Q: 3 clusters Score -293453.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -293461.687500 Penalty: 3977.074951
	Iteration 16Q: 3 clusters Score -293461.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -293470.593750 Penalty: 3977.074951
	Iteration 17Q: 3 clusters Score -293470.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -293483.968750 Penalty: 3977.074951
	Iteration 18Q: 3 clusters Score -293484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -293492.593750 Penalty: 3977.074951
	Iteration 19Q: 3 clusters Score -293492.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -293498.562500 Penalty: 3977.074951
	Iteration 20F: 3 clusters Score -293498.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -293512.218750 Penalty: 3977.074951
	Iteration 21Q: 3 clusters Score -293512.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -293542.562500 Penalty: 3977.074951
	Iteration 22Q: 3 clusters Score -293542.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -293567.281250 Penalty: 3977.074951
	Iteration 23Q: 3 clusters Score -293567.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -293588.375000 Penalty: 3977.074951
	Iteration 24Q: 3 clusters Score -293588.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -293598.500000 Penalty: 3977.074951
	Iteration 25Q: 3 clusters Score -293598.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -293603.875000 Penalty: 3977.074951
	Iteration 26Q: 3 clusters Score -293603.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -293605.968750 Penalty: 3977.074951
	Iteration 27Q: 3 clusters Score -293606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -293606.531250 Penalty: 3977.074951
	Iteration 28Q: 3 clusters Score -293606.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -293609.156250 Penalty: 3977.074951
	Iteration 29Q: 3 clusters Score -293609.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -293609.875000 Penalty: 3977.074951
	Iteration 30Q: 3 clusters Score -293609.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -293612.406250 Penalty: 3977.074951
	Iteration 31Q: 3 clusters Score -293612.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -293614.312500 Penalty: 3977.074951
	Iteration 32Q: 3 clusters Score -293614.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -293614.312500 Penalty: 3977.074951
	Iteration 33F: 3 clusters Score -293614.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156972 members 
Mstep: Class 2 contains 2964 members 
Mstep: Class 3 contains 11917 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24788 members 
Mstep: Class 6 contains 72588 members 
Mstep: Class 7 contains 11932 members 
Mstep: Class 8 contains 1681 members 
Mstep: Class 9 contains 182204 members 
Mstep: Class 10 contains 12714 members 
Mstep: Class 11 contains 59896 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 43999 members 
Mstep: Class 15 contains 12234 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25175 members 
Mstep: Class 18 contains 103897 members 
Mstep: Class 19 contains 356 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38908 members 
Mstep: Class 22 contains 1379 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9011 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14312 members 
Mstep: Class 29 contains 22802 members 
Mstep: Class 30 contains 3065 members 
Mstep: Class 31 contains 13441 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67880 members 
Mstep: Class 34 contains 26196 members 
Mstep: Class 35 contains 15226 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18906 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14076 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5775 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18827 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33331 members 
Mstep: Class 52 contains 7825 members 
Mstep: Class 53 contains 2680 members 
Entering Unmasked Estep 
Score: -115180976.000000 Penalty: 182896.359375
Splitting cluster 19 changes total score from -115182096.000000 to -115180976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (5602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Entering Unmasked Estep 
Score: -531269.875000 Penalty: 2140.458008
	Iteration 0F: 2 clusters Score -531269.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -526374.875000 Penalty: 4280.916016
	Iteration 0F: 3 clusters Score -526374.9 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -527759.375000 Penalty: 4280.916016
	Iteration 1F: 3 clusters Score -527759.4 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -528197.875000 Penalty: 4280.916016
	Iteration 2F: 3 clusters Score -528197.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -528520.937500 Penalty: 4280.916016
	Iteration 3F: 3 clusters Score -528520.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -528776.375000 Penalty: 4280.916016
	Iteration 4F: 3 clusters Score -528776.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -529004.750000 Penalty: 4280.916016
	Iteration 5Q: 3 clusters Score -529004.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -529200.562500 Penalty: 4280.916016
	Iteration 6Q: 3 clusters Score -529200.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -529370.687500 Penalty: 4280.916016
	Iteration 7Q: 3 clusters Score -529370.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -529487.937500 Penalty: 4280.916016
	Iteration 8Q: 3 clusters Score -529487.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -529565.875000 Penalty: 4280.916016
	Iteration 9Q: 3 clusters Score -529565.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -529625.812500 Penalty: 4280.916016
	Iteration 10Q: 3 clusters Score -529625.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -529682.125000 Penalty: 4280.916016
	Iteration 11Q: 3 clusters Score -529682.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -529712.125000 Penalty: 4280.916016
	Iteration 12Q: 3 clusters Score -529712.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -529737.437500 Penalty: 4280.916016
	Iteration 13Q: 3 clusters Score -529737.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -529762.437500 Penalty: 4280.916016
	Iteration 14Q: 3 clusters Score -529762.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -529784.500000 Penalty: 4280.916016
	Iteration 15Q: 3 clusters Score -529784.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -529803.375000 Penalty: 4280.916016
	Iteration 16Q: 3 clusters Score -529803.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -529821.062500 Penalty: 4280.916016
	Iteration 17Q: 3 clusters Score -529821.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -529835.187500 Penalty: 4280.916016
	Iteration 18Q: 3 clusters Score -529835.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -529839.750000 Penalty: 4280.916016
	Iteration 19Q: 3 clusters Score -529839.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -529849.437500 Penalty: 4280.916016
	Iteration 20F: 3 clusters Score -529849.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -529861.250000 Penalty: 4280.916016
	Iteration 21Q: 3 clusters Score -529861.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -529872.437500 Penalty: 4280.916016
	Iteration 22Q: 3 clusters Score -529872.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -529878.000000 Penalty: 4280.916016
	Iteration 23Q: 3 clusters Score -529878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -529882.750000 Penalty: 4280.916016
	Iteration 24Q: 3 clusters Score -529882.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -529885.875000 Penalty: 4280.916016
	Iteration 25Q: 3 clusters Score -529885.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -529889.125000 Penalty: 4280.916016
	Iteration 26Q: 3 clusters Score -529889.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -529891.125000 Penalty: 4280.916016
	Iteration 27Q: 3 clusters Score -529891.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -529893.687500 Penalty: 4280.916016
	Iteration 28Q: 3 clusters Score -529893.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -529895.125000 Penalty: 4280.916016
	Iteration 29Q: 3 clusters Score -529895.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -529898.937500 Penalty: 4280.916016
	Iteration 30Q: 3 clusters Score -529898.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -529901.000000 Penalty: 4280.916016
	Iteration 31Q: 3 clusters Score -529901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -529903.125000 Penalty: 4280.916016
	Iteration 32Q: 3 clusters Score -529903.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -529905.187500 Penalty: 4280.916016
	Iteration 33Q: 3 clusters Score -529905.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -529906.750000 Penalty: 4280.916016
	Iteration 34Q: 3 clusters Score -529906.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -529908.750000 Penalty: 4280.916016
	Iteration 35Q: 3 clusters Score -529908.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -529910.500000 Penalty: 4280.916016
	Iteration 36Q: 3 clusters Score -529910.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -529911.875000 Penalty: 4280.916016
	Iteration 37Q: 3 clusters Score -529911.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -529914.062500 Penalty: 4280.916016
	Iteration 38Q: 3 clusters Score -529914.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -529915.500000 Penalty: 4280.916016
	Iteration 39Q: 3 clusters Score -529915.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -529916.500000 Penalty: 4280.916016
	Iteration 40F: 3 clusters Score -529916.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -529916.750000 Penalty: 4280.916016
	Iteration 41Q: 3 clusters Score -529916.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -529917.000000 Penalty: 4280.916016
	Iteration 42Q: 3 clusters Score -529917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -529917.000000 Penalty: 4280.916016
	Iteration 43F: 3 clusters Score -529917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38908 members 
Entering Unmasked Estep 
Score: -3971260.000000 Penalty: 2621.100830
	Iteration 0F: 2 clusters Score -3971260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -3944875.750000 Penalty: 5242.201660
	Iteration 0F: 3 clusters Score -3944876 nChanged 17786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -3954648.500000 Penalty: 5242.201660
	Iteration 1F: 3 clusters Score -3954648 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -3955524.000000 Penalty: 5242.201660
	Iteration 2F: 3 clusters Score -3955524 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -3956557.000000 Penalty: 5242.201660
	Iteration 3F: 3 clusters Score -3956557 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -3957945.250000 Penalty: 5242.201660
	Iteration 4F: 3 clusters Score -3957945 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -3959527.000000 Penalty: 5242.201660
	Iteration 5F: 3 clusters Score -3959527 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -3961044.500000 Penalty: 5242.201660
	Iteration 6F: 3 clusters Score -3961044 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -3962299.500000 Penalty: 5242.201660
	Iteration 7F: 3 clusters Score -3962300 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -3963342.000000 Penalty: 5242.201660
	Iteration 8F: 3 clusters Score -3963342 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -3964131.250000 Penalty: 5242.201660
	Iteration 9Q: 3 clusters Score -3964131 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -3964737.500000 Penalty: 5242.201660
	Iteration 10Q: 3 clusters Score -3964738 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -3965227.250000 Penalty: 5242.201660
	Iteration 11Q: 3 clusters Score -3965227 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -3965625.250000 Penalty: 5242.201660
	Iteration 12Q: 3 clusters Score -3965625 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -3966035.000000 Penalty: 5242.201660
	Iteration 13Q: 3 clusters Score -3966035 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -3966353.750000 Penalty: 5242.201660
	Iteration 14Q: 3 clusters Score -3966354 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -3966624.500000 Penalty: 5242.201660
	Iteration 15Q: 3 clusters Score -3966624 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -3966856.000000 Penalty: 5242.201660
	Iteration 16Q: 3 clusters Score -3966856 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -3967022.250000 Penalty: 5242.201660
	Iteration 17Q: 3 clusters Score -3967022 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -3967168.000000 Penalty: 5242.201660
	Iteration 18Q: 3 clusters Score -3967168 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -3967285.250000 Penalty: 5242.201660
	Iteration 19Q: 3 clusters Score -3967285 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -3967385.000000 Penalty: 5242.201660
	Iteration 20F: 3 clusters Score -3967385 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -3967469.250000 Penalty: 5242.201660
	Iteration 21Q: 3 clusters Score -3967469 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -3967558.250000 Penalty: 5242.201660
	Iteration 22Q: 3 clusters Score -3967558 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -3967635.000000 Penalty: 5242.201660
	Iteration 23Q: 3 clusters Score -3967635 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -3967701.000000 Penalty: 5242.201660
	Iteration 24Q: 3 clusters Score -3967701 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -3967764.250000 Penalty: 5242.201660
	Iteration 25Q: 3 clusters Score -3967764 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -3967829.750000 Penalty: 5242.201660
	Iteration 26Q: 3 clusters Score -3967830 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -3967912.750000 Penalty: 5242.201660
	Iteration 27Q: 3 clusters Score -3967913 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -3967993.000000 Penalty: 5242.201660
	Iteration 28Q: 3 clusters Score -3967993 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 29260 members 
Entering Unmasked Estep 
Score: -3968078.750000 Penalty: 5242.201660
	Iteration 29Q: 3 clusters Score -3968079 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -3968187.500000 Penalty: 5242.201660
	Iteration 30Q: 3 clusters Score -3968188 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -3968247.750000 Penalty: 5242.201660
	Iteration 31Q: 3 clusters Score -3968248 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 30172 members 
Entering Unmasked Estep 
Score: -3968337.500000 Penalty: 5242.201660
	Iteration 32Q: 3 clusters Score -3968338 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -3968437.000000 Penalty: 5242.201660
	Iteration 33Q: 3 clusters Score -3968437 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -3968544.750000 Penalty: 5242.201660
	Iteration 34Q: 3 clusters Score -3968545 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -3968609.750000 Penalty: 5242.201660
	Iteration 35Q: 3 clusters Score -3968610 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 31249 members 
Entering Unmasked Estep 
Score: -3968693.500000 Penalty: 5242.201660
	Iteration 36Q: 3 clusters Score -3968694 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -3968749.500000 Penalty: 5242.201660
	Iteration 37Q: 3 clusters Score -3968750 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -3968822.000000 Penalty: 5242.201660
	Iteration 38Q: 3 clusters Score -3968822 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -3968885.000000 Penalty: 5242.201660
	Iteration 39Q: 3 clusters Score -3968885 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -3968940.250000 Penalty: 5242.201660
	Iteration 40F: 3 clusters Score -3968940 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 32338 members 
Entering Unmasked Estep 
Score: -3968979.750000 Penalty: 5242.201660
	Iteration 41Q: 3 clusters Score -3968980 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -3969020.750000 Penalty: 5242.201660
	Iteration 42Q: 3 clusters Score -3969021 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 32654 members 
Entering Unmasked Estep 
Score: -3969074.250000 Penalty: 5242.201660
	Iteration 43Q: 3 clusters Score -3969074 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 32806 members 
Entering Unmasked Estep 
Score: -3969095.250000 Penalty: 5242.201660
	Iteration 44Q: 3 clusters Score -3969095 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -3969131.000000 Penalty: 5242.201660
	Iteration 45Q: 3 clusters Score -3969131 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 33112 members 
Entering Unmasked Estep 
Score: -3969177.000000 Penalty: 5242.201660
	Iteration 46Q: 3 clusters Score -3969177 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
Score: -3969189.750000 Penalty: 5242.201660
	Iteration 47Q: 3 clusters Score -3969190 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
Score: -3969230.250000 Penalty: 5242.201660
	Iteration 48Q: 3 clusters Score -3969230 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
Score: -3969296.500000 Penalty: 5242.201660
	Iteration 49Q: 3 clusters Score -3969296 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -3969348.500000 Penalty: 5242.201660
	Iteration 50Q: 3 clusters Score -3969348 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 33963 members 
Entering Unmasked Estep 
Score: -3969414.000000 Penalty: 5242.201660
	Iteration 51Q: 3 clusters Score -3969414 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 34128 members 
Entering Unmasked Estep 
Score: -3969467.250000 Penalty: 5242.201660
	Iteration 52Q: 3 clusters Score -3969467 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -3969523.750000 Penalty: 5242.201660
	Iteration 53Q: 3 clusters Score -3969524 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -3969580.000000 Penalty: 5242.201660
	Iteration 54Q: 3 clusters Score -3969580 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -3969647.000000 Penalty: 5242.201660
	Iteration 55Q: 3 clusters Score -3969647 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -3969695.500000 Penalty: 5242.201660
	Iteration 56Q: 3 clusters Score -3969696 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 34838 members 
Entering Unmasked Estep 
Score: -3969729.000000 Penalty: 5242.201660
	Iteration 57Q: 3 clusters Score -3969729 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -3969756.250000 Penalty: 5242.201660
	Iteration 58Q: 3 clusters Score -3969756 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -3969774.750000 Penalty: 5242.201660
	Iteration 59Q: 3 clusters Score -3969775 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 35063 members 
Entering Unmasked Estep 
Score: -3969796.250000 Penalty: 5242.201660
	Iteration 60F: 3 clusters Score -3969796 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -3969825.500000 Penalty: 5242.201660
	Iteration 61Q: 3 clusters Score -3969826 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -3969838.250000 Penalty: 5242.201660
	Iteration 62Q: 3 clusters Score -3969838 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -3969861.000000 Penalty: 5242.201660
	Iteration 63Q: 3 clusters Score -3969861 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 35316 members 
Entering Unmasked Estep 
Score: -3969876.250000 Penalty: 5242.201660
	Iteration 64Q: 3 clusters Score -3969876 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -3969906.250000 Penalty: 5242.201660
	Iteration 65Q: 3 clusters Score -3969906 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -3969909.500000 Penalty: 5242.201660
	Iteration 66Q: 3 clusters Score -3969910 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 35460 members 
Entering Unmasked Estep 
Score: -3969919.500000 Penalty: 5242.201660
	Iteration 67Q: 3 clusters Score -3969920 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -3969929.750000 Penalty: 5242.201660
	Iteration 68Q: 3 clusters Score -3969930 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -3969940.250000 Penalty: 5242.201660
	Iteration 69Q: 3 clusters Score -3969940 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -3969957.250000 Penalty: 5242.201660
	Iteration 70Q: 3 clusters Score -3969957 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -3969968.750000 Penalty: 5242.201660
	Iteration 71Q: 3 clusters Score -3969969 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 35700 members 
Entering Unmasked Estep 
Score: -3969978.000000 Penalty: 5242.201660
	Iteration 72Q: 3 clusters Score -3969978 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -3969980.250000 Penalty: 5242.201660
	Iteration 73Q: 3 clusters Score -3969980 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 35773 members 
Entering Unmasked Estep 
Score: -3969970.250000 Penalty: 5242.201660
	Iteration 74Q: 3 clusters Score -3969970 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -3969976.750000 Penalty: 5242.201660
	Iteration 75Q: 3 clusters Score -3969977 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -3969986.500000 Penalty: 5242.201660
	Iteration 76Q: 3 clusters Score -3969986 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -3969989.000000 Penalty: 5242.201660
	Iteration 77Q: 3 clusters Score -3969989 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -3969996.500000 Penalty: 5242.201660
	Iteration 78Q: 3 clusters Score -3969996 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 35908 members 
Entering Unmasked Estep 
Score: -3970000.000000 Penalty: 5242.201660
	Iteration 79Q: 3 clusters Score -3970000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 35924 members 
Entering Unmasked Estep 
Score: -3970009.500000 Penalty: 5242.201660
	Iteration 80F: 3 clusters Score -3970010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -3970010.000000 Penalty: 5242.201660
	Iteration 81Q: 3 clusters Score -3970010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 35942 members 
Entering Unmasked Estep 
Score: -3970014.750000 Penalty: 5242.201660
	Iteration 82Q: 3 clusters Score -3970015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 35951 members 
Entering Unmasked Estep 
Score: -3970022.000000 Penalty: 5242.201660
	Iteration 83Q: 3 clusters Score -3970022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 35958 members 
Entering Unmasked Estep 
Score: -3970024.000000 Penalty: 5242.201660
	Iteration 84Q: 3 clusters Score -3970024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
Score: -3970021.750000 Penalty: 5242.201660
	Iteration 85Q: 3 clusters Score -3970022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -3970028.000000 Penalty: 5242.201660
	Iteration 86Q: 3 clusters Score -3970028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
Score: -3970025.750000 Penalty: 5242.201660
	Iteration 87Q: 3 clusters Score -3970026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 35978 members 
Entering Unmasked Estep 
Score: -3970023.750000 Penalty: 5242.201660
	Iteration 88Q: 3 clusters Score -3970024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 35986 members 
Entering Unmasked Estep 
Score: -3970021.000000 Penalty: 5242.201660
	Iteration 89Q: 3 clusters Score -3970021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -3970019.750000 Penalty: 5242.201660
	Iteration 90Q: 3 clusters Score -3970020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 36000 members 
Entering Unmasked Estep 
Score: -3970024.750000 Penalty: 5242.201660
	Iteration 91Q: 3 clusters Score -3970025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -3970024.750000 Penalty: 5242.201660
	Iteration 92Q: 3 clusters Score -3970025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -3970025.250000 Penalty: 5242.201660
	Iteration 93Q: 3 clusters Score -3970025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -3970026.000000 Penalty: 5242.201660
	Iteration 94Q: 3 clusters Score -3970026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -3970026.000000 Penalty: 5242.201660
	Iteration 95F: 3 clusters Score -3970026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Entering Unmasked Estep 
Score: -133360.546875 Penalty: 1792.820312
	Iteration 0F: 2 clusters Score -133360.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -131157.218750 Penalty: 3585.640625
	Iteration 0F: 3 clusters Score -131157.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -131505.890625 Penalty: 3585.640625
	Iteration 1F: 3 clusters Score -131505.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -131627.531250 Penalty: 3585.640625
	Iteration 2F: 3 clusters Score -131627.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -131682.187500 Penalty: 3585.640625
	Iteration 3Q: 3 clusters Score -131682.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -131736.625000 Penalty: 3585.640625
	Iteration 4Q: 3 clusters Score -131736.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -131787.234375 Penalty: 3585.640625
	Iteration 5Q: 3 clusters Score -131787.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -131854.140625 Penalty: 3585.640625
	Iteration 6Q: 3 clusters Score -131854.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -131963.859375 Penalty: 3585.640625
	Iteration 7Q: 3 clusters Score -131963.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -132060.765625 Penalty: 3585.640625
	Iteration 8Q: 3 clusters Score -132060.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -132143.562500 Penalty: 3585.640625
	Iteration 9Q: 3 clusters Score -132143.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -132254.937500 Penalty: 3585.640625
	Iteration 10Q: 3 clusters Score -132254.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -132357.000000 Penalty: 3585.640625
	Iteration 11Q: 3 clusters Score -132357 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -132454.093750 Penalty: 3585.640625
	Iteration 12Q: 3 clusters Score -132454.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -132547.640625 Penalty: 3585.640625
	Iteration 13Q: 3 clusters Score -132547.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -132670.640625 Penalty: 3585.640625
	Iteration 14Q: 3 clusters Score -132670.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -132774.515625 Penalty: 3585.640625
	Iteration 15Q: 3 clusters Score -132774.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -132860.015625 Penalty: 3585.640625
	Iteration 16Q: 3 clusters Score -132860 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -132935.343750 Penalty: 3585.640625
	Iteration 17Q: 3 clusters Score -132935.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -132994.203125 Penalty: 3585.640625
	Iteration 18Q: 3 clusters Score -132994.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -133032.109375 Penalty: 3585.640625
	Iteration 19Q: 3 clusters Score -133032.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -133056.281250 Penalty: 3585.640625
	Iteration 20F: 3 clusters Score -133056.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -133077.343750 Penalty: 3585.640625
	Iteration 21Q: 3 clusters Score -133077.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -133087.218750 Penalty: 3585.640625
	Iteration 22Q: 3 clusters Score -133087.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -133097.671875 Penalty: 3585.640625
	Iteration 23Q: 3 clusters Score -133097.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -133103.296875 Penalty: 3585.640625
	Iteration 24Q: 3 clusters Score -133103.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -133104.359375 Penalty: 3585.640625
	Iteration 25Q: 3 clusters Score -133104.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -133104.359375 Penalty: 3585.640625
	Iteration 26F: 3 clusters Score -133104.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Entering Unmasked Estep 
Score: -338049.281250 Penalty: 1997.285034
	Iteration 0F: 2 clusters Score -338049.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -334688.500000 Penalty: 3994.570068
	Iteration 0F: 3 clusters Score -334688.5 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -335471.875000 Penalty: 3994.570068
	Iteration 1F: 3 clusters Score -335471.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -335797.781250 Penalty: 3994.570068
	Iteration 2F: 3 clusters Score -335797.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -336028.031250 Penalty: 3994.570068
	Iteration 3F: 3 clusters Score -336028 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -336261.937500 Penalty: 3994.570068
	Iteration 4F: 3 clusters Score -336261.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -336485.125000 Penalty: 3994.570068
	Iteration 5F: 3 clusters Score -336485.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -336657.125000 Penalty: 3994.570068
	Iteration 6F: 3 clusters Score -336657.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -336764.625000 Penalty: 3994.570068
	Iteration 7Q: 3 clusters Score -336764.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -336820.656250 Penalty: 3994.570068
	Iteration 8Q: 3 clusters Score -336820.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -336847.562500 Penalty: 3994.570068
	Iteration 9Q: 3 clusters Score -336847.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -336869.406250 Penalty: 3994.570068
	Iteration 10Q: 3 clusters Score -336869.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -336882.656250 Penalty: 3994.570068
	Iteration 11Q: 3 clusters Score -336882.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -336892.031250 Penalty: 3994.570068
	Iteration 12Q: 3 clusters Score -336892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -336898.937500 Penalty: 3994.570068
	Iteration 13Q: 3 clusters Score -336898.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -336901.750000 Penalty: 3994.570068
	Iteration 14Q: 3 clusters Score -336901.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -336902.375000 Penalty: 3994.570068
	Iteration 15Q: 3 clusters Score -336902.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -336902.656250 Penalty: 3994.570068
	Iteration 16Q: 3 clusters Score -336902.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -336902.781250 Penalty: 3994.570068
	Iteration 17Q: 3 clusters Score -336902.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -336902.781250 Penalty: 3994.570068
	Iteration 18F: 3 clusters Score -336902.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Entering Unmasked Estep 
Score: -967849.687500 Penalty: 2258.337891
	Iteration 0F: 2 clusters Score -967849.7 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 4516 members 
Entering Unmasked Estep 
Score: -960820.812500 Penalty: 4516.675781
	Iteration 0F: 3 clusters Score -960820.8 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -962709.250000 Penalty: 4516.675781
	Iteration 1F: 3 clusters Score -962709.2 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -962915.312500 Penalty: 4516.675781
	Iteration 2F: 3 clusters Score -962915.3 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -963075.500000 Penalty: 4516.675781
	Iteration 3Q: 3 clusters Score -963075.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -963193.062500 Penalty: 4516.675781
	Iteration 4Q: 3 clusters Score -963193.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -963282.625000 Penalty: 4516.675781
	Iteration 5Q: 3 clusters Score -963282.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -963377.687500 Penalty: 4516.675781
	Iteration 6Q: 3 clusters Score -963377.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -963464.062500 Penalty: 4516.675781
	Iteration 7Q: 3 clusters Score -963464.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -963543.250000 Penalty: 4516.675781
	Iteration 8Q: 3 clusters Score -963543.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -963641.562500 Penalty: 4516.675781
	Iteration 9Q: 3 clusters Score -963641.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -963730.937500 Penalty: 4516.675781
	Iteration 10Q: 3 clusters Score -963730.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -963838.187500 Penalty: 4516.675781
	Iteration 11Q: 3 clusters Score -963838.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -963968.000000 Penalty: 4516.675781
	Iteration 12Q: 3 clusters Score -963968 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -964133.812500 Penalty: 4516.675781
	Iteration 13Q: 3 clusters Score -964133.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -964328.437500 Penalty: 4516.675781
	Iteration 14Q: 3 clusters Score -964328.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -964510.375000 Penalty: 4516.675781
	Iteration 15Q: 3 clusters Score -964510.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -964716.875000 Penalty: 4516.675781
	Iteration 16Q: 3 clusters Score -964716.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -964925.750000 Penalty: 4516.675781
	Iteration 17Q: 3 clusters Score -964925.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -965126.562500 Penalty: 4516.675781
	Iteration 18Q: 3 clusters Score -965126.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -965327.937500 Penalty: 4516.675781
	Iteration 19Q: 3 clusters Score -965327.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -965489.812500 Penalty: 4516.675781
	Iteration 20F: 3 clusters Score -965489.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -965584.500000 Penalty: 4516.675781
	Iteration 21Q: 3 clusters Score -965584.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -965652.437500 Penalty: 4516.675781
	Iteration 22Q: 3 clusters Score -965652.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -965698.875000 Penalty: 4516.675781
	Iteration 23Q: 3 clusters Score -965698.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -965723.125000 Penalty: 4516.675781
	Iteration 24Q: 3 clusters Score -965723.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -965740.812500 Penalty: 4516.675781
	Iteration 25Q: 3 clusters Score -965740.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -965764.812500 Penalty: 4516.675781
	Iteration 26Q: 3 clusters Score -965764.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -965787.937500 Penalty: 4516.675781
	Iteration 27Q: 3 clusters Score -965787.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -965809.250000 Penalty: 4516.675781
	Iteration 28Q: 3 clusters Score -965809.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -965825.187500 Penalty: 4516.675781
	Iteration 29Q: 3 clusters Score -965825.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -965834.500000 Penalty: 4516.675781
	Iteration 30Q: 3 clusters Score -965834.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -965843.875000 Penalty: 4516.675781
	Iteration 31Q: 3 clusters Score -965843.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -965852.750000 Penalty: 4516.675781
	Iteration 32Q: 3 clusters Score -965852.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -965853.937500 Penalty: 4516.675781
	Iteration 33Q: 3 clusters Score -965853.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -965853.937500 Penalty: 4516.675781
	Iteration 34F: 3 clusters Score -965853.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Entering Unmasked Estep 
Score: -447835.718750 Penalty: 2074.686768
	Iteration 0F: 2 clusters Score -447835.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -443756.593750 Penalty: 4149.373535
	Iteration 0F: 3 clusters Score -443756.6 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -444749.718750 Penalty: 4149.373535
	Iteration 1F: 3 clusters Score -444749.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -445014.843750 Penalty: 4149.373535
	Iteration 2F: 3 clusters Score -445014.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -445211.843750 Penalty: 4149.373535
	Iteration 3F: 3 clusters Score -445211.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -445405.500000 Penalty: 4149.373535
	Iteration 4F: 3 clusters Score -445405.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -445569.343750 Penalty: 4149.373535
	Iteration 5Q: 3 clusters Score -445569.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -445722.562500 Penalty: 4149.373535
	Iteration 6Q: 3 clusters Score -445722.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -445842.312500 Penalty: 4149.373535
	Iteration 7Q: 3 clusters Score -445842.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -445932.500000 Penalty: 4149.373535
	Iteration 8Q: 3 clusters Score -445932.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -445998.687500 Penalty: 4149.373535
	Iteration 9Q: 3 clusters Score -445998.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -446064.906250 Penalty: 4149.373535
	Iteration 10Q: 3 clusters Score -446064.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -446136.531250 Penalty: 4149.373535
	Iteration 11Q: 3 clusters Score -446136.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -446210.625000 Penalty: 4149.373535
	Iteration 12Q: 3 clusters Score -446210.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -446293.750000 Penalty: 4149.373535
	Iteration 13Q: 3 clusters Score -446293.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -446424.593750 Penalty: 4149.373535
	Iteration 14Q: 3 clusters Score -446424.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -446619.500000 Penalty: 4149.373535
	Iteration 15Q: 3 clusters Score -446619.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -446847.156250 Penalty: 4149.373535
	Iteration 16Q: 3 clusters Score -446847.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -447008.781250 Penalty: 4149.373535
	Iteration 17Q: 3 clusters Score -447008.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -447108.343750 Penalty: 4149.373535
	Iteration 18Q: 3 clusters Score -447108.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -447145.000000 Penalty: 4149.373535
	Iteration 19Q: 3 clusters Score -447145 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -447158.875000 Penalty: 4149.373535
	Iteration 20F: 3 clusters Score -447158.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -447163.875000 Penalty: 4149.373535
	Iteration 21Q: 3 clusters Score -447163.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -447165.968750 Penalty: 4149.373535
	Iteration 22Q: 3 clusters Score -447166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -447166.625000 Penalty: 4149.373535
	Iteration 23Q: 3 clusters Score -447166.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -447168.031250 Penalty: 4149.373535
	Iteration 24Q: 3 clusters Score -447168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -447168.031250 Penalty: 4149.373535
	Iteration 25F: 3 clusters Score -447168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Entering Unmasked Estep 
Score: -390811.906250 Penalty: 2041.051025
	Iteration 0F: 2 clusters Score -390811.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -387126.406250 Penalty: 4082.102051
	Iteration 0F: 3 clusters Score -387126.4 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -387889.281250 Penalty: 4082.102051
	Iteration 1F: 3 clusters Score -387889.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -388061.593750 Penalty: 4082.102051
	Iteration 2F: 3 clusters Score -388061.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -388194.593750 Penalty: 4082.102051
	Iteration 3F: 3 clusters Score -388194.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -388304.656250 Penalty: 4082.102051
	Iteration 4Q: 3 clusters Score -388304.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -388433.937500 Penalty: 4082.102051
	Iteration 5Q: 3 clusters Score -388433.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -388603.062500 Penalty: 4082.102051
	Iteration 6Q: 3 clusters Score -388603.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -388794.843750 Penalty: 4082.102051
	Iteration 7Q: 3 clusters Score -388794.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -389024.468750 Penalty: 4082.102051
	Iteration 8F: 3 clusters Score -389024.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -389246.468750 Penalty: 4082.102051
	Iteration 9F: 3 clusters Score -389246.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -389411.437500 Penalty: 4082.102051
	Iteration 10Q: 3 clusters Score -389411.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -389523.968750 Penalty: 4082.102051
	Iteration 11Q: 3 clusters Score -389524 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -389601.218750 Penalty: 4082.102051
	Iteration 12Q: 3 clusters Score -389601.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -389647.906250 Penalty: 4082.102051
	Iteration 13Q: 3 clusters Score -389647.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -389689.656250 Penalty: 4082.102051
	Iteration 14Q: 3 clusters Score -389689.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -389712.500000 Penalty: 4082.102051
	Iteration 15Q: 3 clusters Score -389712.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -389733.531250 Penalty: 4082.102051
	Iteration 16Q: 3 clusters Score -389733.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -389747.468750 Penalty: 4082.102051
	Iteration 17Q: 3 clusters Score -389747.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -389759.000000 Penalty: 4082.102051
	Iteration 18Q: 3 clusters Score -389759 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -389768.500000 Penalty: 4082.102051
	Iteration 19Q: 3 clusters Score -389768.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -389774.750000 Penalty: 4082.102051
	Iteration 20F: 3 clusters Score -389774.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -389777.875000 Penalty: 4082.102051
	Iteration 21Q: 3 clusters Score -389777.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -389780.500000 Penalty: 4082.102051
	Iteration 22Q: 3 clusters Score -389780.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -389781.906250 Penalty: 4082.102051
	Iteration 23Q: 3 clusters Score -389781.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -389781.656250 Penalty: 4082.102051
	Iteration 24Q: 3 clusters Score -389781.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -389782.343750 Penalty: 4082.102051
	Iteration 25Q: 3 clusters Score -389782.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -389784.750000 Penalty: 4082.102051
	Iteration 26Q: 3 clusters Score -389784.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -389786.375000 Penalty: 4082.102051
	Iteration 27Q: 3 clusters Score -389786.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -389787.687500 Penalty: 4082.102051
	Iteration 28Q: 3 clusters Score -389787.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -389787.687500 Penalty: 4082.102051
	Iteration 29F: 3 clusters Score -389787.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Entering Unmasked Estep 
Score: -244878.640625 Penalty: 1910.233887
	Iteration 0F: 2 clusters Score -244878.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -242122.640625 Penalty: 3820.467773
	Iteration 0F: 3 clusters Score -242122.6 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -242574.062500 Penalty: 3820.467773
	Iteration 1F: 3 clusters Score -242574.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -242703.546875 Penalty: 3820.467773
	Iteration 2F: 3 clusters Score -242703.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -242768.609375 Penalty: 3820.467773
	Iteration 3Q: 3 clusters Score -242768.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -242813.531250 Penalty: 3820.467773
	Iteration 4Q: 3 clusters Score -242813.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -242841.328125 Penalty: 3820.467773
	Iteration 5Q: 3 clusters Score -242841.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -242862.250000 Penalty: 3820.467773
	Iteration 6Q: 3 clusters Score -242862.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -242880.515625 Penalty: 3820.467773
	Iteration 7Q: 3 clusters Score -242880.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -242890.312500 Penalty: 3820.467773
	Iteration 8Q: 3 clusters Score -242890.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -242903.421875 Penalty: 3820.467773
	Iteration 9Q: 3 clusters Score -242903.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -242920.000000 Penalty: 3820.467773
	Iteration 10Q: 3 clusters Score -242920 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -242931.812500 Penalty: 3820.467773
	Iteration 11Q: 3 clusters Score -242931.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -242940.125000 Penalty: 3820.467773
	Iteration 12Q: 3 clusters Score -242940.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -242945.109375 Penalty: 3820.467773
	Iteration 13Q: 3 clusters Score -242945.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -242948.093750 Penalty: 3820.467773
	Iteration 14Q: 3 clusters Score -242948.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -242949.750000 Penalty: 3820.467773
	Iteration 15Q: 3 clusters Score -242949.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -242952.343750 Penalty: 3820.467773
	Iteration 16Q: 3 clusters Score -242952.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -242954.968750 Penalty: 3820.467773
	Iteration 17Q: 3 clusters Score -242955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -242957.875000 Penalty: 3820.467773
	Iteration 18Q: 3 clusters Score -242957.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -242960.656250 Penalty: 3820.467773
	Iteration 19Q: 3 clusters Score -242960.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -242963.875000 Penalty: 3820.467773
	Iteration 20F: 3 clusters Score -242963.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -242965.781250 Penalty: 3820.467773
	Iteration 21Q: 3 clusters Score -242965.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -242966.734375 Penalty: 3820.467773
	Iteration 22Q: 3 clusters Score -242966.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -242967.093750 Penalty: 3820.467773
	Iteration 23Q: 3 clusters Score -242967.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -242967.093750 Penalty: 3820.467773
	Iteration 24F: 3 clusters Score -242967.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (14312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Entering Unmasked Estep 
Score: -1539114.375000 Penalty: 2373.075684
	Iteration 0F: 2 clusters Score -1539114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1528804.750000 Penalty: 4746.151367
	Iteration 0F: 3 clusters Score -1528805 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1532701.875000 Penalty: 4746.151367
	Iteration 1F: 3 clusters Score -1532702 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1533765.250000 Penalty: 4746.151367
	Iteration 2F: 3 clusters Score -1533765 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1534596.000000 Penalty: 4746.151367
	Iteration 3F: 3 clusters Score -1534596 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1535273.500000 Penalty: 4746.151367
	Iteration 4F: 3 clusters Score -1535274 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1535922.250000 Penalty: 4746.151367
	Iteration 5F: 3 clusters Score -1535922 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1536518.250000 Penalty: 4746.151367
	Iteration 6F: 3 clusters Score -1536518 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1537051.250000 Penalty: 4746.151367
	Iteration 7Q: 3 clusters Score -1537051 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1537482.375000 Penalty: 4746.151367
	Iteration 8Q: 3 clusters Score -1537482 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1537765.375000 Penalty: 4746.151367
	Iteration 9Q: 3 clusters Score -1537765 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1537965.625000 Penalty: 4746.151367
	Iteration 10Q: 3 clusters Score -1537966 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1538077.125000 Penalty: 4746.151367
	Iteration 11Q: 3 clusters Score -1538077 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1538150.625000 Penalty: 4746.151367
	Iteration 12Q: 3 clusters Score -1538151 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1538198.750000 Penalty: 4746.151367
	Iteration 13Q: 3 clusters Score -1538199 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1538224.750000 Penalty: 4746.151367
	Iteration 14Q: 3 clusters Score -1538225 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1538246.250000 Penalty: 4746.151367
	Iteration 15Q: 3 clusters Score -1538246 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1538256.625000 Penalty: 4746.151367
	Iteration 16Q: 3 clusters Score -1538257 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1538264.375000 Penalty: 4746.151367
	Iteration 17Q: 3 clusters Score -1538264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1538269.750000 Penalty: 4746.151367
	Iteration 18Q: 3 clusters Score -1538270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1538271.375000 Penalty: 4746.151367
	Iteration 19Q: 3 clusters Score -1538271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1538273.000000 Penalty: 4746.151367
	Iteration 20F: 3 clusters Score -1538273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1538278.875000 Penalty: 4746.151367
	Iteration 21Q: 3 clusters Score -1538279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1538278.375000 Penalty: 4746.151367
	Iteration 22Q: 3 clusters Score -1538278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1538279.125000 Penalty: 4746.151367
	Iteration 23Q: 3 clusters Score -1538279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1538284.500000 Penalty: 4746.151367
	Iteration 24Q: 3 clusters Score -1538284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1538287.500000 Penalty: 4746.151367
	Iteration 25Q: 3 clusters Score -1538288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1538287.500000 Penalty: 4746.151367
	Iteration 26Q: 3 clusters Score -1538288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1538287.500000 Penalty: 4746.151367
	Iteration 27Q: 3 clusters Score -1538288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1538288.250000 Penalty: 4746.151367
	Iteration 28Q: 3 clusters Score -1538288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1538287.875000 Penalty: 4746.151367
	Iteration 29Q: 3 clusters Score -1538288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1538289.250000 Penalty: 4746.151367
	Iteration 30Q: 3 clusters Score -1538289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1538289.250000 Penalty: 4746.151367
	Iteration 31F: 3 clusters Score -1538289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (22802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Entering Unmasked Estep 
Score: -2389123.000000 Penalty: 2488.581543
	Iteration 0F: 2 clusters Score -2389123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -2373040.750000 Penalty: 4977.163086
	Iteration 0F: 3 clusters Score -2373041 nChanged 10264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -2378496.500000 Penalty: 4977.163086
	Iteration 1F: 3 clusters Score -2378496 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -2378952.750000 Penalty: 4977.163086
	Iteration 2F: 3 clusters Score -2378953 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -2379315.000000 Penalty: 4977.163086
	Iteration 3Q: 3 clusters Score -2379315 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -2379639.000000 Penalty: 4977.163086
	Iteration 4Q: 3 clusters Score -2379639 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2379937.000000 Penalty: 4977.163086
	Iteration 5Q: 3 clusters Score -2379937 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -2380267.500000 Penalty: 4977.163086
	Iteration 6Q: 3 clusters Score -2380268 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2380699.000000 Penalty: 4977.163086
	Iteration 7Q: 3 clusters Score -2380699 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -2381199.500000 Penalty: 4977.163086
	Iteration 8Q: 3 clusters Score -2381200 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -2381824.250000 Penalty: 4977.163086
	Iteration 9Q: 3 clusters Score -2381824 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -2382588.750000 Penalty: 4977.163086
	Iteration 10F: 3 clusters Score -2382589 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -2383497.500000 Penalty: 4977.163086
	Iteration 11F: 3 clusters Score -2383498 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -2384452.750000 Penalty: 4977.163086
	Iteration 12F: 3 clusters Score -2384453 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2385278.750000 Penalty: 4977.163086
	Iteration 13Q: 3 clusters Score -2385279 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2385878.750000 Penalty: 4977.163086
	Iteration 14Q: 3 clusters Score -2385879 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2386276.000000 Penalty: 4977.163086
	Iteration 15Q: 3 clusters Score -2386276 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2386549.750000 Penalty: 4977.163086
	Iteration 16Q: 3 clusters Score -2386550 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2386705.250000 Penalty: 4977.163086
	Iteration 17Q: 3 clusters Score -2386705 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2386800.250000 Penalty: 4977.163086
	Iteration 18Q: 3 clusters Score -2386800 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2386863.500000 Penalty: 4977.163086
	Iteration 19Q: 3 clusters Score -2386864 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2386895.500000 Penalty: 4977.163086
	Iteration 20F: 3 clusters Score -2386896 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2386914.750000 Penalty: 4977.163086
	Iteration 21Q: 3 clusters Score -2386915 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2386935.500000 Penalty: 4977.163086
	Iteration 22Q: 3 clusters Score -2386936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2386957.500000 Penalty: 4977.163086
	Iteration 23Q: 3 clusters Score -2386958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2386968.000000 Penalty: 4977.163086
	Iteration 24Q: 3 clusters Score -2386968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2386980.000000 Penalty: 4977.163086
	Iteration 25Q: 3 clusters Score -2386980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2386989.000000 Penalty: 4977.163086
	Iteration 26Q: 3 clusters Score -2386989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2386995.500000 Penalty: 4977.163086
	Iteration 27Q: 3 clusters Score -2386996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2386997.000000 Penalty: 4977.163086
	Iteration 28Q: 3 clusters Score -2386997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2387003.250000 Penalty: 4977.163086
	Iteration 29Q: 3 clusters Score -2387003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2387009.750000 Penalty: 4977.163086
	Iteration 30Q: 3 clusters Score -2387010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2387013.000000 Penalty: 4977.163086
	Iteration 31Q: 3 clusters Score -2387013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2387015.000000 Penalty: 4977.163086
	Iteration 32Q: 3 clusters Score -2387015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2387018.500000 Penalty: 4977.163086
	Iteration 33Q: 3 clusters Score -2387018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2387022.000000 Penalty: 4977.163086
	Iteration 34Q: 3 clusters Score -2387022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2387027.500000 Penalty: 4977.163086
	Iteration 35Q: 3 clusters Score -2387028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2387025.500000 Penalty: 4977.163086
	Iteration 36Q: 3 clusters Score -2387026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2387027.250000 Penalty: 4977.163086
	Iteration 37Q: 3 clusters Score -2387027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2387027.250000 Penalty: 4977.163086
	Iteration 38F: 3 clusters Score -2387027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Entering Unmasked Estep 
Score: -326436.937500 Penalty: 1990.895020
	Iteration 0F: 2 clusters Score -326436.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -323129.718750 Penalty: 3981.790039
	Iteration 0F: 3 clusters Score -323129.7 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -323841.281250 Penalty: 3981.790039
	Iteration 1F: 3 clusters Score -323841.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -324011.125000 Penalty: 3981.790039
	Iteration 2F: 3 clusters Score -324011.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -324110.562500 Penalty: 3981.790039
	Iteration 3Q: 3 clusters Score -324110.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -324173.406250 Penalty: 3981.790039
	Iteration 4Q: 3 clusters Score -324173.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -324231.812500 Penalty: 3981.790039
	Iteration 5Q: 3 clusters Score -324231.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -324284.718750 Penalty: 3981.790039
	Iteration 6Q: 3 clusters Score -324284.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -324328.687500 Penalty: 3981.790039
	Iteration 7Q: 3 clusters Score -324328.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -324374.812500 Penalty: 3981.790039
	Iteration 8Q: 3 clusters Score -324374.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -324433.531250 Penalty: 3981.790039
	Iteration 9Q: 3 clusters Score -324433.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -324494.656250 Penalty: 3981.790039
	Iteration 10Q: 3 clusters Score -324494.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -324554.000000 Penalty: 3981.790039
	Iteration 11Q: 3 clusters Score -324554 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -324608.625000 Penalty: 3981.790039
	Iteration 12Q: 3 clusters Score -324608.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -324664.531250 Penalty: 3981.790039
	Iteration 13Q: 3 clusters Score -324664.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -324738.531250 Penalty: 3981.790039
	Iteration 14Q: 3 clusters Score -324738.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -324835.625000 Penalty: 3981.790039
	Iteration 15Q: 3 clusters Score -324835.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -324945.718750 Penalty: 3981.790039
	Iteration 16Q: 3 clusters Score -324945.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -325119.375000 Penalty: 3981.790039
	Iteration 17Q: 3 clusters Score -325119.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -325336.968750 Penalty: 3981.790039
	Iteration 18Q: 3 clusters Score -325337 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -325556.656250 Penalty: 3981.790039
	Iteration 19Q: 3 clusters Score -325556.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -325752.343750 Penalty: 3981.790039
	Iteration 20F: 3 clusters Score -325752.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -325931.906250 Penalty: 3981.790039
	Iteration 21Q: 3 clusters Score -325931.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -326057.937500 Penalty: 3981.790039
	Iteration 22Q: 3 clusters Score -326057.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -326122.187500 Penalty: 3981.790039
	Iteration 23Q: 3 clusters Score -326122.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -326147.031250 Penalty: 3981.790039
	Iteration 24Q: 3 clusters Score -326147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -326157.406250 Penalty: 3981.790039
	Iteration 25Q: 3 clusters Score -326157.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -326160.812500 Penalty: 3981.790039
	Iteration 26Q: 3 clusters Score -326160.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -326161.718750 Penalty: 3981.790039
	Iteration 27Q: 3 clusters Score -326161.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -326162.156250 Penalty: 3981.790039
	Iteration 28Q: 3 clusters Score -326162.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -326162.218750 Penalty: 3981.790039
	Iteration 29Q: 3 clusters Score -326162.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -326162.218750 Penalty: 3981.790039
	Iteration 30F: 3 clusters Score -326162.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (13441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Entering Unmasked Estep 
Score: -1416046.375000 Penalty: 2357.504150
	Iteration 0F: 2 clusters Score -1416046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1406118.375000 Penalty: 4715.008301
	Iteration 0F: 3 clusters Score -1406118 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1409199.375000 Penalty: 4715.008301
	Iteration 1F: 3 clusters Score -1409199 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1409516.500000 Penalty: 4715.008301
	Iteration 2F: 3 clusters Score -1409516 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1409743.375000 Penalty: 4715.008301
	Iteration 3Q: 3 clusters Score -1409743 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1409933.000000 Penalty: 4715.008301
	Iteration 4Q: 3 clusters Score -1409933 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1410095.750000 Penalty: 4715.008301
	Iteration 5Q: 3 clusters Score -1410096 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1410249.375000 Penalty: 4715.008301
	Iteration 6Q: 3 clusters Score -1410249 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1410434.500000 Penalty: 4715.008301
	Iteration 7Q: 3 clusters Score -1410434 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1410623.750000 Penalty: 4715.008301
	Iteration 8Q: 3 clusters Score -1410624 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1410859.625000 Penalty: 4715.008301
	Iteration 9Q: 3 clusters Score -1410860 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1411127.125000 Penalty: 4715.008301
	Iteration 10Q: 3 clusters Score -1411127 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1411415.250000 Penalty: 4715.008301
	Iteration 11Q: 3 clusters Score -1411415 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1411758.500000 Penalty: 4715.008301
	Iteration 12Q: 3 clusters Score -1411758 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1412140.750000 Penalty: 4715.008301
	Iteration 13Q: 3 clusters Score -1412141 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1412509.875000 Penalty: 4715.008301
	Iteration 14Q: 3 clusters Score -1412510 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1412822.375000 Penalty: 4715.008301
	Iteration 15Q: 3 clusters Score -1412822 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1413109.250000 Penalty: 4715.008301
	Iteration 16Q: 3 clusters Score -1413109 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1413370.250000 Penalty: 4715.008301
	Iteration 17Q: 3 clusters Score -1413370 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1413641.375000 Penalty: 4715.008301
	Iteration 18Q: 3 clusters Score -1413641 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1413885.750000 Penalty: 4715.008301
	Iteration 19Q: 3 clusters Score -1413886 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1414123.000000 Penalty: 4715.008301
	Iteration 20F: 3 clusters Score -1414123 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1414259.750000 Penalty: 4715.008301
	Iteration 21Q: 3 clusters Score -1414260 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1414341.250000 Penalty: 4715.008301
	Iteration 22Q: 3 clusters Score -1414341 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1414385.000000 Penalty: 4715.008301
	Iteration 23Q: 3 clusters Score -1414385 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1414421.125000 Penalty: 4715.008301
	Iteration 24Q: 3 clusters Score -1414421 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1414432.875000 Penalty: 4715.008301
	Iteration 25Q: 3 clusters Score -1414433 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1414438.875000 Penalty: 4715.008301
	Iteration 26Q: 3 clusters Score -1414439 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1414443.750000 Penalty: 4715.008301
	Iteration 27Q: 3 clusters Score -1414444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1414446.500000 Penalty: 4715.008301
	Iteration 28Q: 3 clusters Score -1414446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1414449.875000 Penalty: 4715.008301
	Iteration 29Q: 3 clusters Score -1414450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1414452.750000 Penalty: 4715.008301
	Iteration 30Q: 3 clusters Score -1414453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1414453.500000 Penalty: 4715.008301
	Iteration 31Q: 3 clusters Score -1414454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1414460.125000 Penalty: 4715.008301
	Iteration 32Q: 3 clusters Score -1414460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1414465.625000 Penalty: 4715.008301
	Iteration 33Q: 3 clusters Score -1414466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1414475.375000 Penalty: 4715.008301
	Iteration 34Q: 3 clusters Score -1414475 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1414485.875000 Penalty: 4715.008301
	Iteration 35Q: 3 clusters Score -1414486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1414487.750000 Penalty: 4715.008301
	Iteration 36Q: 3 clusters Score -1414488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1414493.000000 Penalty: 4715.008301
	Iteration 37Q: 3 clusters Score -1414493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1414495.625000 Penalty: 4715.008301
	Iteration 38Q: 3 clusters Score -1414496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1414495.500000 Penalty: 4715.008301
	Iteration 39Q: 3 clusters Score -1414496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1414500.875000 Penalty: 4715.008301
	Iteration 40F: 3 clusters Score -1414501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1414501.875000 Penalty: 4715.008301
	Iteration 41Q: 3 clusters Score -1414502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1414502.250000 Penalty: 4715.008301
	Iteration 42Q: 3 clusters Score -1414502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1414503.750000 Penalty: 4715.008301
	Iteration 43Q: 3 clusters Score -1414504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1414500.875000 Penalty: 4715.008301
	Iteration 44Q: 3 clusters Score -1414501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1414503.250000 Penalty: 4715.008301
	Iteration 45Q: 3 clusters Score -1414503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1414505.250000 Penalty: 4715.008301
	Iteration 46Q: 3 clusters Score -1414505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1414506.375000 Penalty: 4715.008301
	Iteration 47Q: 3 clusters Score -1414506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1414509.000000 Penalty: 4715.008301
	Iteration 48Q: 3 clusters Score -1414509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1414511.125000 Penalty: 4715.008301
	Iteration 49Q: 3 clusters Score -1414511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1414513.500000 Penalty: 4715.008301
	Iteration 50Q: 3 clusters Score -1414514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1414513.500000 Penalty: 4715.008301
	Iteration 51Q: 3 clusters Score -1414514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1414514.875000 Penalty: 4715.008301
	Iteration 52Q: 3 clusters Score -1414515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1414514.875000 Penalty: 4715.008301
	Iteration 53F: 3 clusters Score -1414515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (8061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Entering Unmasked Estep 
Score: -852486.250000 Penalty: 2230.708740
	Iteration 0F: 2 clusters Score -852486.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -846000.625000 Penalty: 4461.417480
	Iteration 0F: 3 clusters Score -846000.6 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -847874.687500 Penalty: 4461.417480
	Iteration 1F: 3 clusters Score -847874.7 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -848230.875000 Penalty: 4461.417480
	Iteration 2F: 3 clusters Score -848230.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -848525.062500 Penalty: 4461.417480
	Iteration 3F: 3 clusters Score -848525.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -848818.250000 Penalty: 4461.417480
	Iteration 4F: 3 clusters Score -848818.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -849125.062500 Penalty: 4461.417480
	Iteration 5F: 3 clusters Score -849125.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -849478.812500 Penalty: 4461.417480
	Iteration 6F: 3 clusters Score -849478.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -849816.937500 Penalty: 4461.417480
	Iteration 7Q: 3 clusters Score -849816.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -850121.062500 Penalty: 4461.417480
	Iteration 8Q: 3 clusters Score -850121.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -850411.375000 Penalty: 4461.417480
	Iteration 9Q: 3 clusters Score -850411.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -850715.250000 Penalty: 4461.417480
	Iteration 10Q: 3 clusters Score -850715.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -851040.062500 Penalty: 4461.417480
	Iteration 11Q: 3 clusters Score -851040.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -851376.000000 Penalty: 4461.417480
	Iteration 12Q: 3 clusters Score -851376 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -851717.375000 Penalty: 4461.417480
	Iteration 13Q: 3 clusters Score -851717.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -852075.437500 Penalty: 4461.417480
	Iteration 14Q: 3 clusters Score -852075.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -852308.000000 Penalty: 4461.417480
	Iteration 15Q: 3 clusters Score -852308 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -852379.812500 Penalty: 4461.417480
	Iteration 16Q: 3 clusters Score -852379.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -852402.500000 Penalty: 4461.417480
	Iteration 17Q: 3 clusters Score -852402.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -852413.937500 Penalty: 4461.417480
	Iteration 18Q: 3 clusters Score -852413.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -852419.875000 Penalty: 4461.417480
	Iteration 19Q: 3 clusters Score -852419.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -852420.250000 Penalty: 4461.417480
	Iteration 20F: 3 clusters Score -852420.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -852420.750000 Penalty: 4461.417480
	Iteration 21Q: 3 clusters Score -852420.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -852421.750000 Penalty: 4461.417480
	Iteration 22Q: 3 clusters Score -852421.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -852421.750000 Penalty: 4461.417480
	Iteration 23F: 3 clusters Score -852421.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (67880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67880 members 
Entering Unmasked Estep 
Score: -7314656.000000 Penalty: 2759.123291
	Iteration 0F: 2 clusters Score -7314656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 34038 members 
Entering Unmasked Estep 
Score: -7269203.500000 Penalty: 5518.246582
	Iteration 0F: 3 clusters Score -7269204 nChanged 31781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33275 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -7287295.000000 Penalty: 5518.246582
	Iteration 1F: 3 clusters Score -7287295 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -7288069.000000 Penalty: 5518.246582
	Iteration 2Q: 3 clusters Score -7288069 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 35029 members 
Entering Unmasked Estep 
Score: -7288820.500000 Penalty: 5518.246582
	Iteration 3Q: 3 clusters Score -7288820 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 35291 members 
Entering Unmasked Estep 
Score: -7289985.000000 Penalty: 5518.246582
	Iteration 4Q: 3 clusters Score -7289985 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32408 members 
Mstep: Class 2 contains 35472 members 
Entering Unmasked Estep 
Score: -7291333.500000 Penalty: 5518.246582
	Iteration 5Q: 3 clusters Score -7291334 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32280 members 
Mstep: Class 2 contains 35600 members 
Entering Unmasked Estep 
Score: -7293206.000000 Penalty: 5518.246582
	Iteration 6F: 3 clusters Score -7293206 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32107 members 
Mstep: Class 2 contains 35773 members 
Entering Unmasked Estep 
Score: -7295501.000000 Penalty: 5518.246582
	Iteration 7F: 3 clusters Score -7295501 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 36228 members 
Entering Unmasked Estep 
Score: -7297980.000000 Penalty: 5518.246582
	Iteration 8F: 3 clusters Score -7297980 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30915 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
Score: -7300261.500000 Penalty: 5518.246582
	Iteration 9F: 3 clusters Score -7300262 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 37843 members 
Entering Unmasked Estep 
Score: -7302082.000000 Penalty: 5518.246582
	Iteration 10Q: 3 clusters Score -7302082 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
Score: -7303544.500000 Penalty: 5518.246582
	Iteration 11Q: 3 clusters Score -7303544 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 40074 members 
Entering Unmasked Estep 
Score: -7304688.000000 Penalty: 5518.246582
	Iteration 12Q: 3 clusters Score -7304688 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 41180 members 
Entering Unmasked Estep 
Score: -7305566.000000 Penalty: 5518.246582
	Iteration 13Q: 3 clusters Score -7305566 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -7306269.500000 Penalty: 5518.246582
	Iteration 14Q: 3 clusters Score -7306270 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 42978 members 
Entering Unmasked Estep 
Score: -7306810.500000 Penalty: 5518.246582
	Iteration 15Q: 3 clusters Score -7306810 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -7307139.500000 Penalty: 5518.246582
	Iteration 16Q: 3 clusters Score -7307140 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 44206 members 
Entering Unmasked Estep 
Score: -7307287.000000 Penalty: 5518.246582
	Iteration 17Q: 3 clusters Score -7307287 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 44637 members 
Entering Unmasked Estep 
Score: -7307410.000000 Penalty: 5518.246582
	Iteration 18Q: 3 clusters Score -7307410 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 45035 members 
Entering Unmasked Estep 
Score: -7307528.000000 Penalty: 5518.246582
	Iteration 19Q: 3 clusters Score -7307528 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 45371 members 
Entering Unmasked Estep 
Score: -7307627.500000 Penalty: 5518.246582
	Iteration 20F: 3 clusters Score -7307628 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 45688 members 
Entering Unmasked Estep 
Score: -7307686.000000 Penalty: 5518.246582
	Iteration 21Q: 3 clusters Score -7307686 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 46002 members 
Entering Unmasked Estep 
Score: -7307724.500000 Penalty: 5518.246582
	Iteration 22Q: 3 clusters Score -7307724 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 46301 members 
Entering Unmasked Estep 
Score: -7307747.000000 Penalty: 5518.246582
	Iteration 23Q: 3 clusters Score -7307747 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 46591 members 
Entering Unmasked Estep 
Score: -7307818.000000 Penalty: 5518.246582
	Iteration 24Q: 3 clusters Score -7307818 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 46892 members 
Entering Unmasked Estep 
Score: -7307816.000000 Penalty: 5518.246582
	Iteration 25Q: 3 clusters Score -7307816 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 47230 members 
Entering Unmasked Estep 
Score: -7307835.500000 Penalty: 5518.246582
	Iteration 26Q: 3 clusters Score -7307836 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 47557 members 
Entering Unmasked Estep 
Score: -7307877.000000 Penalty: 5518.246582
	Iteration 27Q: 3 clusters Score -7307877 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 47886 members 
Entering Unmasked Estep 
Score: -7307955.000000 Penalty: 5518.246582
	Iteration 28Q: 3 clusters Score -7307955 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 48241 members 
Entering Unmasked Estep 
Score: -7308039.500000 Penalty: 5518.246582
	Iteration 29Q: 3 clusters Score -7308040 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 48654 members 
Entering Unmasked Estep 
Score: -7308107.500000 Penalty: 5518.246582
	Iteration 30Q: 3 clusters Score -7308108 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 49161 members 
Entering Unmasked Estep 
Score: -7308237.000000 Penalty: 5518.246582
	Iteration 31Q: 3 clusters Score -7308237 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 49754 members 
Entering Unmasked Estep 
Score: -7308378.500000 Penalty: 5518.246582
	Iteration 32Q: 3 clusters Score -7308378 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 50406 members 
Entering Unmasked Estep 
Score: -7308539.000000 Penalty: 5518.246582
	Iteration 33Q: 3 clusters Score -7308539 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 51172 members 
Entering Unmasked Estep 
Score: -7308802.000000 Penalty: 5518.246582
	Iteration 34Q: 3 clusters Score -7308802 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 52043 members 
Entering Unmasked Estep 
Score: -7309057.000000 Penalty: 5518.246582
	Iteration 35Q: 3 clusters Score -7309057 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 53075 members 
Entering Unmasked Estep 
Score: -7309466.000000 Penalty: 5518.246582
	Iteration 36Q: 3 clusters Score -7309466 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 54219 members 
Entering Unmasked Estep 
Score: -7309983.000000 Penalty: 5518.246582
	Iteration 37Q: 3 clusters Score -7309983 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 55435 members 
Entering Unmasked Estep 
Score: -7310569.000000 Penalty: 5518.246582
	Iteration 38Q: 3 clusters Score -7310569 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 56632 members 
Entering Unmasked Estep 
Score: -7311187.500000 Penalty: 5518.246582
	Iteration 39Q: 3 clusters Score -7311188 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 57780 members 
Entering Unmasked Estep 
Score: -7311686.000000 Penalty: 5518.246582
	Iteration 40F: 3 clusters Score -7311686 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 58800 members 
Entering Unmasked Estep 
Score: -7312086.500000 Penalty: 5518.246582
	Iteration 41Q: 3 clusters Score -7312086 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 59698 members 
Entering Unmasked Estep 
Score: -7312403.500000 Penalty: 5518.246582
	Iteration 42Q: 3 clusters Score -7312404 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 60408 members 
Entering Unmasked Estep 
Score: -7312596.000000 Penalty: 5518.246582
	Iteration 43Q: 3 clusters Score -7312596 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 60999 members 
Entering Unmasked Estep 
Score: -7312771.500000 Penalty: 5518.246582
	Iteration 44Q: 3 clusters Score -7312772 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 61492 members 
Entering Unmasked Estep 
Score: -7312899.000000 Penalty: 5518.246582
	Iteration 45Q: 3 clusters Score -7312899 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 61923 members 
Entering Unmasked Estep 
Score: -7313003.500000 Penalty: 5518.246582
	Iteration 46Q: 3 clusters Score -7313004 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 62273 members 
Entering Unmasked Estep 
Score: -7313081.000000 Penalty: 5518.246582
	Iteration 47Q: 3 clusters Score -7313081 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 62547 members 
Entering Unmasked Estep 
Score: -7313125.000000 Penalty: 5518.246582
	Iteration 48Q: 3 clusters Score -7313125 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 62770 members 
Entering Unmasked Estep 
Score: -7313189.500000 Penalty: 5518.246582
	Iteration 49Q: 3 clusters Score -7313190 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 62942 members 
Entering Unmasked Estep 
Score: -7313230.000000 Penalty: 5518.246582
	Iteration 50Q: 3 clusters Score -7313230 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 63091 members 
Entering Unmasked Estep 
Score: -7313266.000000 Penalty: 5518.246582
	Iteration 51Q: 3 clusters Score -7313266 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 63218 members 
Entering Unmasked Estep 
Score: -7313304.000000 Penalty: 5518.246582
	Iteration 52Q: 3 clusters Score -7313304 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 63315 members 
Entering Unmasked Estep 
Score: -7313316.500000 Penalty: 5518.246582
	Iteration 53Q: 3 clusters Score -7313316 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 63402 members 
Entering Unmasked Estep 
Score: -7313349.500000 Penalty: 5518.246582
	Iteration 54Q: 3 clusters Score -7313350 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 63480 members 
Entering Unmasked Estep 
Score: -7313350.000000 Penalty: 5518.246582
	Iteration 55Q: 3 clusters Score -7313350 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 63535 members 
Entering Unmasked Estep 
Score: -7313364.000000 Penalty: 5518.246582
	Iteration 56Q: 3 clusters Score -7313364 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 63591 members 
Entering Unmasked Estep 
Score: -7313395.000000 Penalty: 5518.246582
	Iteration 57Q: 3 clusters Score -7313395 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 63641 members 
Entering Unmasked Estep 
Score: -7313392.000000 Penalty: 5518.246582
	Iteration 58Q: 3 clusters Score -7313392 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 63677 members 
Entering Unmasked Estep 
Score: -7313383.000000 Penalty: 5518.246582
	Iteration 59Q: 3 clusters Score -7313383 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 63723 members 
Entering Unmasked Estep 
Score: -7313408.500000 Penalty: 5518.246582
	Iteration 60F: 3 clusters Score -7313408 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 63746 members 
Entering Unmasked Estep 
Score: -7313408.000000 Penalty: 5518.246582
	Iteration 61Q: 3 clusters Score -7313408 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 63771 members 
Entering Unmasked Estep 
Score: -7313408.000000 Penalty: 5518.246582
	Iteration 62Q: 3 clusters Score -7313408 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 63799 members 
Entering Unmasked Estep 
Score: -7313411.500000 Penalty: 5518.246582
	Iteration 63Q: 3 clusters Score -7313412 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 63828 members 
Entering Unmasked Estep 
Score: -7313423.000000 Penalty: 5518.246582
	Iteration 64Q: 3 clusters Score -7313423 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 63852 members 
Entering Unmasked Estep 
Score: -7313409.000000 Penalty: 5518.246582
	Iteration 65Q: 3 clusters Score -7313409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 63863 members 
Entering Unmasked Estep 
Score: -7313409.000000 Penalty: 5518.246582
	Iteration 66Q: 3 clusters Score -7313409 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 63873 members 
Entering Unmasked Estep 
Score: -7313404.000000 Penalty: 5518.246582
	Iteration 67Q: 3 clusters Score -7313404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 63884 members 
Entering Unmasked Estep 
Score: -7313405.500000 Penalty: 5518.246582
	Iteration 68Q: 3 clusters Score -7313406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 63898 members 
Entering Unmasked Estep 
Score: -7313408.000000 Penalty: 5518.246582
	Iteration 69Q: 3 clusters Score -7313408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 63910 members 
Entering Unmasked Estep 
Score: -7313398.500000 Penalty: 5518.246582
	Iteration 70Q: 3 clusters Score -7313398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 63924 members 
Entering Unmasked Estep 
Score: -7313402.500000 Penalty: 5518.246582
	Iteration 71Q: 3 clusters Score -7313402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 63933 members 
Entering Unmasked Estep 
Score: -7313394.500000 Penalty: 5518.246582
	Iteration 72Q: 3 clusters Score -7313394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 63940 members 
Entering Unmasked Estep 
Score: -7313399.500000 Penalty: 5518.246582
	Iteration 73Q: 3 clusters Score -7313400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 63945 members 
Entering Unmasked Estep 
Score: -7313402.000000 Penalty: 5518.246582
	Iteration 74Q: 3 clusters Score -7313402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 63948 members 
Entering Unmasked Estep 
Score: -7313393.500000 Penalty: 5518.246582
	Iteration 75Q: 3 clusters Score -7313394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 63951 members 
Entering Unmasked Estep 
Score: -7313401.000000 Penalty: 5518.246582
	Iteration 76Q: 3 clusters Score -7313401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 63956 members 
Entering Unmasked Estep 
Score: -7313394.000000 Penalty: 5518.246582
	Iteration 77Q: 3 clusters Score -7313394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 63958 members 
Entering Unmasked Estep 
Score: -7313398.500000 Penalty: 5518.246582
	Iteration 78Q: 3 clusters Score -7313398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 63963 members 
Entering Unmasked Estep 
Score: -7313388.500000 Penalty: 5518.246582
	Iteration 79Q: 3 clusters Score -7313388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 63971 members 
Entering Unmasked Estep 
Score: -7313388.000000 Penalty: 5518.246582
	Iteration 80F: 3 clusters Score -7313388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 63976 members 
Entering Unmasked Estep 
Score: -7313394.500000 Penalty: 5518.246582
	Iteration 81Q: 3 clusters Score -7313394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 63978 members 
Entering Unmasked Estep 
Score: -7313394.000000 Penalty: 5518.246582
	Iteration 82Q: 3 clusters Score -7313394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 63982 members 
Entering Unmasked Estep 
Score: -7313392.000000 Penalty: 5518.246582
	Iteration 83Q: 3 clusters Score -7313392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 63988 members 
Entering Unmasked Estep 
Score: -7313398.000000 Penalty: 5518.246582
	Iteration 84Q: 3 clusters Score -7313398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 63992 members 
Entering Unmasked Estep 
Score: -7313400.000000 Penalty: 5518.246582
	Iteration 85Q: 3 clusters Score -7313400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 63997 members 
Entering Unmasked Estep 
Score: -7313404.500000 Penalty: 5518.246582
	Iteration 86Q: 3 clusters Score -7313404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 63998 members 
Entering Unmasked Estep 
Score: -7313399.500000 Penalty: 5518.246582
	Iteration 87Q: 3 clusters Score -7313400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 64001 members 
Entering Unmasked Estep 
Score: -7313396.500000 Penalty: 5518.246582
	Iteration 88Q: 3 clusters Score -7313396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 64003 members 
Entering Unmasked Estep 
Score: -7313394.000000 Penalty: 5518.246582
	Iteration 89Q: 3 clusters Score -7313394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 64003 members 
Entering Unmasked Estep 
Score: -7313394.500000 Penalty: 5518.246582
	Iteration 90Q: 3 clusters Score -7313394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 64004 members 
Entering Unmasked Estep 
Score: -7313389.000000 Penalty: 5518.246582
	Iteration 91Q: 3 clusters Score -7313389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 64006 members 
Entering Unmasked Estep 
Score: -7313387.000000 Penalty: 5518.246582
	Iteration 92Q: 3 clusters Score -7313387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 64007 members 
Entering Unmasked Estep 
Score: -7313385.000000 Penalty: 5518.246582
	Iteration 93Q: 3 clusters Score -7313385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 64007 members 
Entering Unmasked Estep 
Score: -7313385.000000 Penalty: 5518.246582
	Iteration 94F: 3 clusters Score -7313385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (26196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Entering Unmasked Estep 
Score: -2816343.500000 Penalty: 2522.993652
	Iteration 0F: 2 clusters Score -2816344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -2798265.250000 Penalty: 5045.987305
	Iteration 0F: 3 clusters Score -2798265 nChanged 11749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2804761.500000 Penalty: 5045.987305
	Iteration 1F: 3 clusters Score -2804762 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -2805192.500000 Penalty: 5045.987305
	Iteration 2Q: 3 clusters Score -2805192 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -2805628.750000 Penalty: 5045.987305
	Iteration 3Q: 3 clusters Score -2805629 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -2806144.750000 Penalty: 5045.987305
	Iteration 4Q: 3 clusters Score -2806145 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -2806817.750000 Penalty: 5045.987305
	Iteration 5Q: 3 clusters Score -2806818 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -2807673.000000 Penalty: 5045.987305
	Iteration 6F: 3 clusters Score -2807673 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -2808759.000000 Penalty: 5045.987305
	Iteration 7F: 3 clusters Score -2808759 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -2809977.000000 Penalty: 5045.987305
	Iteration 8F: 3 clusters Score -2809977 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -2811204.000000 Penalty: 5045.987305
	Iteration 9F: 3 clusters Score -2811204 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2812223.250000 Penalty: 5045.987305
	Iteration 10Q: 3 clusters Score -2812223 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2812902.500000 Penalty: 5045.987305
	Iteration 11Q: 3 clusters Score -2812902 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2813389.250000 Penalty: 5045.987305
	Iteration 12Q: 3 clusters Score -2813389 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2813691.000000 Penalty: 5045.987305
	Iteration 13Q: 3 clusters Score -2813691 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2813882.750000 Penalty: 5045.987305
	Iteration 14Q: 3 clusters Score -2813883 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2813982.250000 Penalty: 5045.987305
	Iteration 15Q: 3 clusters Score -2813982 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2814067.750000 Penalty: 5045.987305
	Iteration 16Q: 3 clusters Score -2814068 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2814128.500000 Penalty: 5045.987305
	Iteration 17Q: 3 clusters Score -2814128 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2814163.000000 Penalty: 5045.987305
	Iteration 18Q: 3 clusters Score -2814163 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2814181.500000 Penalty: 5045.987305
	Iteration 19Q: 3 clusters Score -2814182 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2814197.250000 Penalty: 5045.987305
	Iteration 20F: 3 clusters Score -2814197 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2814219.750000 Penalty: 5045.987305
	Iteration 21Q: 3 clusters Score -2814220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2814215.000000 Penalty: 5045.987305
	Iteration 22Q: 3 clusters Score -2814215 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2814220.250000 Penalty: 5045.987305
	Iteration 23Q: 3 clusters Score -2814220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2814226.750000 Penalty: 5045.987305
	Iteration 24Q: 3 clusters Score -2814227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2814231.750000 Penalty: 5045.987305
	Iteration 25Q: 3 clusters Score -2814232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2814241.250000 Penalty: 5045.987305
	Iteration 26Q: 3 clusters Score -2814241 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2814248.500000 Penalty: 5045.987305
	Iteration 27Q: 3 clusters Score -2814248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2814255.750000 Penalty: 5045.987305
	Iteration 28Q: 3 clusters Score -2814256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2814258.250000 Penalty: 5045.987305
	Iteration 29Q: 3 clusters Score -2814258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2814257.250000 Penalty: 5045.987305
	Iteration 30Q: 3 clusters Score -2814257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2814268.250000 Penalty: 5045.987305
	Iteration 31Q: 3 clusters Score -2814268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2814268.750000 Penalty: 5045.987305
	Iteration 32Q: 3 clusters Score -2814269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2814273.250000 Penalty: 5045.987305
	Iteration 33Q: 3 clusters Score -2814273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2814267.000000 Penalty: 5045.987305
	Iteration 34Q: 3 clusters Score -2814267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2814269.000000 Penalty: 5045.987305
	Iteration 35Q: 3 clusters Score -2814269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2814274.500000 Penalty: 5045.987305
	Iteration 36Q: 3 clusters Score -2814274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2814273.000000 Penalty: 5045.987305
	Iteration 37Q: 3 clusters Score -2814273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2814274.500000 Penalty: 5045.987305
	Iteration 38Q: 3 clusters Score -2814274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2814276.000000 Penalty: 5045.987305
	Iteration 39Q: 3 clusters Score -2814276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2814276.000000 Penalty: 5045.987305
	Iteration 40F: 3 clusters Score -2814276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (15226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Entering Unmasked Estep 
Score: -1432914.250000 Penalty: 2388.428467
	Iteration 0F: 2 clusters Score -1432914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1421807.500000 Penalty: 4776.856934
	Iteration 0F: 3 clusters Score -1421808 nChanged 6666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1425558.250000 Penalty: 4776.856934
	Iteration 1F: 3 clusters Score -1425558 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1426061.750000 Penalty: 4776.856934
	Iteration 2F: 3 clusters Score -1426062 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1426504.625000 Penalty: 4776.856934
	Iteration 3F: 3 clusters Score -1426505 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1426938.500000 Penalty: 4776.856934
	Iteration 4F: 3 clusters Score -1426938 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1427416.375000 Penalty: 4776.856934
	Iteration 5F: 3 clusters Score -1427416 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1427980.250000 Penalty: 4776.856934
	Iteration 6F: 3 clusters Score -1427980 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1428658.250000 Penalty: 4776.856934
	Iteration 7F: 3 clusters Score -1428658 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1429235.625000 Penalty: 4776.856934
	Iteration 8F: 3 clusters Score -1429236 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1429690.375000 Penalty: 4776.856934
	Iteration 9Q: 3 clusters Score -1429690 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1429998.125000 Penalty: 4776.856934
	Iteration 10Q: 3 clusters Score -1429998 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1430195.375000 Penalty: 4776.856934
	Iteration 11Q: 3 clusters Score -1430195 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1430331.500000 Penalty: 4776.856934
	Iteration 12Q: 3 clusters Score -1430332 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1430419.375000 Penalty: 4776.856934
	Iteration 13Q: 3 clusters Score -1430419 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1430493.500000 Penalty: 4776.856934
	Iteration 14Q: 3 clusters Score -1430494 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1430539.375000 Penalty: 4776.856934
	Iteration 15Q: 3 clusters Score -1430539 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1430576.500000 Penalty: 4776.856934
	Iteration 16Q: 3 clusters Score -1430576 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1430606.500000 Penalty: 4776.856934
	Iteration 17Q: 3 clusters Score -1430606 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1430637.625000 Penalty: 4776.856934
	Iteration 18Q: 3 clusters Score -1430638 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1430662.875000 Penalty: 4776.856934
	Iteration 19Q: 3 clusters Score -1430663 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1430687.250000 Penalty: 4776.856934
	Iteration 20F: 3 clusters Score -1430687 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1430707.000000 Penalty: 4776.856934
	Iteration 21Q: 3 clusters Score -1430707 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1430731.625000 Penalty: 4776.856934
	Iteration 22Q: 3 clusters Score -1430732 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1430740.750000 Penalty: 4776.856934
	Iteration 23Q: 3 clusters Score -1430741 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -1430754.625000 Penalty: 4776.856934
	Iteration 24Q: 3 clusters Score -1430755 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1430765.750000 Penalty: 4776.856934
	Iteration 25Q: 3 clusters Score -1430766 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1430775.000000 Penalty: 4776.856934
	Iteration 26Q: 3 clusters Score -1430775 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1430783.875000 Penalty: 4776.856934
	Iteration 27Q: 3 clusters Score -1430784 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1430790.125000 Penalty: 4776.856934
	Iteration 28Q: 3 clusters Score -1430790 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1430798.875000 Penalty: 4776.856934
	Iteration 29Q: 3 clusters Score -1430799 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1430802.125000 Penalty: 4776.856934
	Iteration 30Q: 3 clusters Score -1430802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1430804.625000 Penalty: 4776.856934
	Iteration 31Q: 3 clusters Score -1430805 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -1430805.875000 Penalty: 4776.856934
	Iteration 32Q: 3 clusters Score -1430806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1430810.125000 Penalty: 4776.856934
	Iteration 33Q: 3 clusters Score -1430810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1430810.750000 Penalty: 4776.856934
	Iteration 34Q: 3 clusters Score -1430811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1430812.375000 Penalty: 4776.856934
	Iteration 35Q: 3 clusters Score -1430812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -1430815.625000 Penalty: 4776.856934
	Iteration 36Q: 3 clusters Score -1430816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1430813.875000 Penalty: 4776.856934
	Iteration 37Q: 3 clusters Score -1430814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1430817.750000 Penalty: 4776.856934
	Iteration 38Q: 3 clusters Score -1430818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1430816.250000 Penalty: 4776.856934
	Iteration 39Q: 3 clusters Score -1430816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1430819.125000 Penalty: 4776.856934
	Iteration 40F: 3 clusters Score -1430819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1430823.125000 Penalty: 4776.856934
	Iteration 41Q: 3 clusters Score -1430823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1430816.500000 Penalty: 4776.856934
	Iteration 42Q: 3 clusters Score -1430816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1430819.375000 Penalty: 4776.856934
	Iteration 43Q: 3 clusters Score -1430819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -1430822.000000 Penalty: 4776.856934
	Iteration 44Q: 3 clusters Score -1430822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1430821.500000 Penalty: 4776.856934
	Iteration 45Q: 3 clusters Score -1430822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1430821.125000 Penalty: 4776.856934
	Iteration 46Q: 3 clusters Score -1430821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1430821.500000 Penalty: 4776.856934
	Iteration 47Q: 3 clusters Score -1430822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1430823.500000 Penalty: 4776.856934
	Iteration 48Q: 3 clusters Score -1430824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1430823.500000 Penalty: 4776.856934
	Iteration 49F: 3 clusters Score -1430824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Entering Unmasked Estep 
Score: -112607.664062 Penalty: 1743.871826
	Iteration 0F: 2 clusters Score -112607.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -110689.882812 Penalty: 3487.743652
	Iteration 0F: 3 clusters Score -110689.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -111210.132812 Penalty: 3487.743652
	Iteration 1F: 3 clusters Score -111210.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -111476.593750 Penalty: 3487.743652
	Iteration 2F: 3 clusters Score -111476.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -111611.343750 Penalty: 3487.743652
	Iteration 3F: 3 clusters Score -111611.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -111695.734375 Penalty: 3487.743652
	Iteration 4F: 3 clusters Score -111695.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -111771.640625 Penalty: 3487.743652
	Iteration 5Q: 3 clusters Score -111771.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -111831.515625 Penalty: 3487.743652
	Iteration 6Q: 3 clusters Score -111831.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -111891.742188 Penalty: 3487.743652
	Iteration 7Q: 3 clusters Score -111891.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -111943.781250 Penalty: 3487.743652
	Iteration 8Q: 3 clusters Score -111943.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -111978.000000 Penalty: 3487.743652
	Iteration 9Q: 3 clusters Score -111978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -112010.890625 Penalty: 3487.743652
	Iteration 10Q: 3 clusters Score -112010.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -112028.765625 Penalty: 3487.743652
	Iteration 11Q: 3 clusters Score -112028.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -112057.703125 Penalty: 3487.743652
	Iteration 12Q: 3 clusters Score -112057.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -112073.250000 Penalty: 3487.743652
	Iteration 13Q: 3 clusters Score -112073.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -112077.492188 Penalty: 3487.743652
	Iteration 14Q: 3 clusters Score -112077.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -112082.304688 Penalty: 3487.743652
	Iteration 15Q: 3 clusters Score -112082.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -112096.000000 Penalty: 3487.743652
	Iteration 16F: 3 clusters Score -112096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -112121.656250 Penalty: 3487.743652
	Iteration 17Q: 3 clusters Score -112121.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -112130.015625 Penalty: 3487.743652
	Iteration 18Q: 3 clusters Score -112130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -112131.507812 Penalty: 3487.743652
	Iteration 19Q: 3 clusters Score -112131.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -112134.781250 Penalty: 3487.743652
	Iteration 20F: 3 clusters Score -112134.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -112135.648438 Penalty: 3487.743652
	Iteration 21Q: 3 clusters Score -112135.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -112138.085938 Penalty: 3487.743652
	Iteration 22Q: 3 clusters Score -112138.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -112141.281250 Penalty: 3487.743652
	Iteration 23Q: 3 clusters Score -112141.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -112143.125000 Penalty: 3487.743652
	Iteration 24Q: 3 clusters Score -112143.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -112144.476562 Penalty: 3487.743652
	Iteration 25Q: 3 clusters Score -112144.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -112145.453125 Penalty: 3487.743652
	Iteration 26Q: 3 clusters Score -112145.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -112146.382812 Penalty: 3487.743652
	Iteration 27Q: 3 clusters Score -112146.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -112146.382812 Penalty: 3487.743652
	Iteration 28F: 3 clusters Score -112146.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (18906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Entering Unmasked Estep 
Score: -2063567.625000 Penalty: 2442.114258
	Iteration 0F: 2 clusters Score -2063568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -2050291.125000 Penalty: 4884.228516
	Iteration 0F: 3 clusters Score -2050291 nChanged 8206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2054674.875000 Penalty: 4884.228516
	Iteration 1F: 3 clusters Score -2054675 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -2055085.625000 Penalty: 4884.228516
	Iteration 2F: 3 clusters Score -2055086 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -2055392.375000 Penalty: 4884.228516
	Iteration 3Q: 3 clusters Score -2055392 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -2055663.000000 Penalty: 4884.228516
	Iteration 4Q: 3 clusters Score -2055663 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -2055892.625000 Penalty: 4884.228516
	Iteration 5Q: 3 clusters Score -2055893 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -2056134.250000 Penalty: 4884.228516
	Iteration 6Q: 3 clusters Score -2056134 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -2056383.500000 Penalty: 4884.228516
	Iteration 7Q: 3 clusters Score -2056384 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -2056626.750000 Penalty: 4884.228516
	Iteration 8Q: 3 clusters Score -2056627 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2056867.250000 Penalty: 4884.228516
	Iteration 9Q: 3 clusters Score -2056867 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2057101.250000 Penalty: 4884.228516
	Iteration 10Q: 3 clusters Score -2057101 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2057388.000000 Penalty: 4884.228516
	Iteration 11Q: 3 clusters Score -2057388 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -2057720.125000 Penalty: 4884.228516
	Iteration 12Q: 3 clusters Score -2057720 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -2058111.375000 Penalty: 4884.228516
	Iteration 13Q: 3 clusters Score -2058111 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -2058567.875000 Penalty: 4884.228516
	Iteration 14Q: 3 clusters Score -2058568 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -2059083.250000 Penalty: 4884.228516
	Iteration 15Q: 3 clusters Score -2059083 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -2059551.750000 Penalty: 4884.228516
	Iteration 16Q: 3 clusters Score -2059552 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -2059921.875000 Penalty: 4884.228516
	Iteration 17Q: 3 clusters Score -2059922 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2060165.625000 Penalty: 4884.228516
	Iteration 18Q: 3 clusters Score -2060166 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -2060331.125000 Penalty: 4884.228516
	Iteration 19Q: 3 clusters Score -2060331 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -2060422.125000 Penalty: 4884.228516
	Iteration 20F: 3 clusters Score -2060422 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -2060495.500000 Penalty: 4884.228516
	Iteration 21Q: 3 clusters Score -2060496 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -2060539.500000 Penalty: 4884.228516
	Iteration 22Q: 3 clusters Score -2060540 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -2060578.000000 Penalty: 4884.228516
	Iteration 23Q: 3 clusters Score -2060578 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -2060608.625000 Penalty: 4884.228516
	Iteration 24Q: 3 clusters Score -2060609 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2060636.125000 Penalty: 4884.228516
	Iteration 25Q: 3 clusters Score -2060636 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2060655.000000 Penalty: 4884.228516
	Iteration 26Q: 3 clusters Score -2060655 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2060661.875000 Penalty: 4884.228516
	Iteration 27Q: 3 clusters Score -2060662 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2060672.750000 Penalty: 4884.228516
	Iteration 28Q: 3 clusters Score -2060673 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -2060683.125000 Penalty: 4884.228516
	Iteration 29Q: 3 clusters Score -2060683 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2060690.625000 Penalty: 4884.228516
	Iteration 30Q: 3 clusters Score -2060691 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -2060686.500000 Penalty: 4884.228516
	Iteration 31Q: 3 clusters Score -2060686 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2060691.625000 Penalty: 4884.228516
	Iteration 32Q: 3 clusters Score -2060692 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2060697.125000 Penalty: 4884.228516
	Iteration 33Q: 3 clusters Score -2060697 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -2060696.875000 Penalty: 4884.228516
	Iteration 34Q: 3 clusters Score -2060697 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -2060705.375000 Penalty: 4884.228516
	Iteration 35Q: 3 clusters Score -2060705 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -2060707.125000 Penalty: 4884.228516
	Iteration 36Q: 3 clusters Score -2060707 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -2060707.250000 Penalty: 4884.228516
	Iteration 37Q: 3 clusters Score -2060707 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2060705.375000 Penalty: 4884.228516
	Iteration 38Q: 3 clusters Score -2060705 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -2060718.625000 Penalty: 4884.228516
	Iteration 39Q: 3 clusters Score -2060719 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -2060721.125000 Penalty: 4884.228516
	Iteration 40F: 3 clusters Score -2060721 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -2060721.500000 Penalty: 4884.228516
	Iteration 41Q: 3 clusters Score -2060722 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -2060729.250000 Penalty: 4884.228516
	Iteration 42Q: 3 clusters Score -2060729 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2060738.125000 Penalty: 4884.228516
	Iteration 43Q: 3 clusters Score -2060738 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2060738.875000 Penalty: 4884.228516
	Iteration 44Q: 3 clusters Score -2060739 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2060738.500000 Penalty: 4884.228516
	Iteration 45Q: 3 clusters Score -2060738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -2060742.000000 Penalty: 4884.228516
	Iteration 46Q: 3 clusters Score -2060742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -2060746.625000 Penalty: 4884.228516
	Iteration 47Q: 3 clusters Score -2060747 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -2060752.875000 Penalty: 4884.228516
	Iteration 48Q: 3 clusters Score -2060753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -2060748.375000 Penalty: 4884.228516
	Iteration 49Q: 3 clusters Score -2060748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -2060749.500000 Penalty: 4884.228516
	Iteration 50Q: 3 clusters Score -2060750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -2060753.875000 Penalty: 4884.228516
	Iteration 51Q: 3 clusters Score -2060754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -2060754.250000 Penalty: 4884.228516
	Iteration 52Q: 3 clusters Score -2060754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -2060751.625000 Penalty: 4884.228516
	Iteration 53Q: 3 clusters Score -2060752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -2060748.375000 Penalty: 4884.228516
	Iteration 54Q: 3 clusters Score -2060748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -2060750.375000 Penalty: 4884.228516
	Iteration 55Q: 3 clusters Score -2060750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -2060749.000000 Penalty: 4884.228516
	Iteration 56Q: 3 clusters Score -2060749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2060751.125000 Penalty: 4884.228516
	Iteration 57Q: 3 clusters Score -2060751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -2060752.375000 Penalty: 4884.228516
	Iteration 58Q: 3 clusters Score -2060752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -2060752.250000 Penalty: 4884.228516
	Iteration 59Q: 3 clusters Score -2060752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -2060752.250000 Penalty: 4884.228516
	Iteration 60F: 3 clusters Score -2060752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Entering Unmasked Estep 
Score: -188193.546875 Penalty: 1857.789673
	Iteration 0F: 2 clusters Score -188193.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -185717.468750 Penalty: 3715.579346
	Iteration 0F: 3 clusters Score -185717.5 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -186143.984375 Penalty: 3715.579346
	Iteration 1F: 3 clusters Score -186144 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -186250.312500 Penalty: 3715.579346
	Iteration 2F: 3 clusters Score -186250.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -186304.468750 Penalty: 3715.579346
	Iteration 3Q: 3 clusters Score -186304.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -186331.718750 Penalty: 3715.579346
	Iteration 4Q: 3 clusters Score -186331.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -186353.296875 Penalty: 3715.579346
	Iteration 5Q: 3 clusters Score -186353.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -186372.406250 Penalty: 3715.579346
	Iteration 6Q: 3 clusters Score -186372.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -186384.312500 Penalty: 3715.579346
	Iteration 7Q: 3 clusters Score -186384.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -186395.218750 Penalty: 3715.579346
	Iteration 8Q: 3 clusters Score -186395.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -186403.578125 Penalty: 3715.579346
	Iteration 9Q: 3 clusters Score -186403.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -186409.921875 Penalty: 3715.579346
	Iteration 10Q: 3 clusters Score -186409.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -186415.453125 Penalty: 3715.579346
	Iteration 11Q: 3 clusters Score -186415.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -186423.421875 Penalty: 3715.579346
	Iteration 12Q: 3 clusters Score -186423.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -186426.468750 Penalty: 3715.579346
	Iteration 13Q: 3 clusters Score -186426.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -186429.937500 Penalty: 3715.579346
	Iteration 14Q: 3 clusters Score -186429.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -186431.203125 Penalty: 3715.579346
	Iteration 15Q: 3 clusters Score -186431.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -186431.515625 Penalty: 3715.579346
	Iteration 16Q: 3 clusters Score -186431.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -186433.125000 Penalty: 3715.579346
	Iteration 17Q: 3 clusters Score -186433.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -186434.765625 Penalty: 3715.579346
	Iteration 18Q: 3 clusters Score -186434.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -186435.937500 Penalty: 3715.579346
	Iteration 19Q: 3 clusters Score -186435.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -186438.000000 Penalty: 3715.579346
	Iteration 20F: 3 clusters Score -186438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -186438.421875 Penalty: 3715.579346
	Iteration 21Q: 3 clusters Score -186438.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -186438.421875 Penalty: 3715.579346
	Iteration 22F: 3 clusters Score -186438.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Entering Unmasked Estep 
Score: -265219.343750 Penalty: 1934.338745
	Iteration 0F: 2 clusters Score -265219.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -262308.812500 Penalty: 3868.677490
	Iteration 0F: 3 clusters Score -262308.8 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -262888.593750 Penalty: 3868.677490
	Iteration 1F: 3 clusters Score -262888.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -263023.875000 Penalty: 3868.677490
	Iteration 2F: 3 clusters Score -263023.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -263101.906250 Penalty: 3868.677490
	Iteration 3Q: 3 clusters Score -263101.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -263147.468750 Penalty: 3868.677490
	Iteration 4Q: 3 clusters Score -263147.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -263180.406250 Penalty: 3868.677490
	Iteration 5Q: 3 clusters Score -263180.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -263201.750000 Penalty: 3868.677490
	Iteration 6Q: 3 clusters Score -263201.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -263218.843750 Penalty: 3868.677490
	Iteration 7Q: 3 clusters Score -263218.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -263234.406250 Penalty: 3868.677490
	Iteration 8Q: 3 clusters Score -263234.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -263243.375000 Penalty: 3868.677490
	Iteration 9Q: 3 clusters Score -263243.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -263248.968750 Penalty: 3868.677490
	Iteration 10Q: 3 clusters Score -263249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -263254.468750 Penalty: 3868.677490
	Iteration 11Q: 3 clusters Score -263254.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -263262.406250 Penalty: 3868.677490
	Iteration 12Q: 3 clusters Score -263262.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -263267.312500 Penalty: 3868.677490
	Iteration 13Q: 3 clusters Score -263267.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -263271.406250 Penalty: 3868.677490
	Iteration 14Q: 3 clusters Score -263271.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -263274.406250 Penalty: 3868.677490
	Iteration 15Q: 3 clusters Score -263274.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -263277.906250 Penalty: 3868.677490
	Iteration 16Q: 3 clusters Score -263277.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -263287.312500 Penalty: 3868.677490
	Iteration 17Q: 3 clusters Score -263287.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -263298.781250 Penalty: 3868.677490
	Iteration 18Q: 3 clusters Score -263298.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -263309.500000 Penalty: 3868.677490
	Iteration 19Q: 3 clusters Score -263309.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -263317.937500 Penalty: 3868.677490
	Iteration 20F: 3 clusters Score -263317.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -263324.750000 Penalty: 3868.677490
	Iteration 21Q: 3 clusters Score -263324.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -263332.062500 Penalty: 3868.677490
	Iteration 22Q: 3 clusters Score -263332.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -263338.250000 Penalty: 3868.677490
	Iteration 23Q: 3 clusters Score -263338.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -263341.593750 Penalty: 3868.677490
	Iteration 24Q: 3 clusters Score -263341.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -263345.812500 Penalty: 3868.677490
	Iteration 25Q: 3 clusters Score -263345.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -263346.875000 Penalty: 3868.677490
	Iteration 26Q: 3 clusters Score -263346.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -263348.156250 Penalty: 3868.677490
	Iteration 27Q: 3 clusters Score -263348.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -263348.343750 Penalty: 3868.677490
	Iteration 28Q: 3 clusters Score -263348.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -263348.343750 Penalty: 3868.677490
	Iteration 29F: 3 clusters Score -263348.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Entering Unmasked Estep 
Score: -55546.757812 Penalty: 1580.583252
	Iteration 0F: 2 clusters Score -55546.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -53972.480469 Penalty: 3161.166504
	Iteration 0F: 3 clusters Score -53972.48 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -54198.371094 Penalty: 3161.166504
	Iteration 1F: 3 clusters Score -54198.37 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -54295.414062 Penalty: 3161.166504
	Iteration 2F: 3 clusters Score -54295.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -54349.664062 Penalty: 3161.166504
	Iteration 3Q: 3 clusters Score -54349.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -54377.816406 Penalty: 3161.166504
	Iteration 4Q: 3 clusters Score -54377.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -54400.003906 Penalty: 3161.166504
	Iteration 5Q: 3 clusters Score -54400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -54407.277344 Penalty: 3161.166504
	Iteration 6Q: 3 clusters Score -54407.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -54411.601562 Penalty: 3161.166504
	Iteration 7Q: 3 clusters Score -54411.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -54414.753906 Penalty: 3161.166504
	Iteration 8Q: 3 clusters Score -54414.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -54415.554688 Penalty: 3161.166504
	Iteration 9Q: 3 clusters Score -54415.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -54418.476562 Penalty: 3161.166504
	Iteration 10Q: 3 clusters Score -54418.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -54418.476562 Penalty: 3161.166504
	Iteration 11F: 3 clusters Score -54418.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Entering Unmasked Estep 
Score: -162131.984375 Penalty: 1820.848633
	Iteration 0F: 2 clusters Score -162132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -159848.093750 Penalty: 3641.697266
	Iteration 0F: 3 clusters Score -159848.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -160313.234375 Penalty: 3641.697266
	Iteration 1F: 3 clusters Score -160313.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -160429.093750 Penalty: 3641.697266
	Iteration 2F: 3 clusters Score -160429.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -160490.859375 Penalty: 3641.697266
	Iteration 3Q: 3 clusters Score -160490.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -160530.593750 Penalty: 3641.697266
	Iteration 4Q: 3 clusters Score -160530.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -160579.125000 Penalty: 3641.697266
	Iteration 5Q: 3 clusters Score -160579.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -160612.562500 Penalty: 3641.697266
	Iteration 6Q: 3 clusters Score -160612.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -160644.062500 Penalty: 3641.697266
	Iteration 7Q: 3 clusters Score -160644.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -160693.796875 Penalty: 3641.697266
	Iteration 8Q: 3 clusters Score -160693.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -160761.125000 Penalty: 3641.697266
	Iteration 9Q: 3 clusters Score -160761.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -160829.312500 Penalty: 3641.697266
	Iteration 10Q: 3 clusters Score -160829.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -160878.312500 Penalty: 3641.697266
	Iteration 11Q: 3 clusters Score -160878.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -160922.703125 Penalty: 3641.697266
	Iteration 12Q: 3 clusters Score -160922.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -160962.218750 Penalty: 3641.697266
	Iteration 13Q: 3 clusters Score -160962.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -160998.781250 Penalty: 3641.697266
	Iteration 14Q: 3 clusters Score -160998.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -161033.109375 Penalty: 3641.697266
	Iteration 15Q: 3 clusters Score -161033.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -161063.375000 Penalty: 3641.697266
	Iteration 16Q: 3 clusters Score -161063.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -161073.890625 Penalty: 3641.697266
	Iteration 17Q: 3 clusters Score -161073.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -161080.156250 Penalty: 3641.697266
	Iteration 18Q: 3 clusters Score -161080.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -161087.859375 Penalty: 3641.697266
	Iteration 19Q: 3 clusters Score -161087.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -161091.312500 Penalty: 3641.697266
	Iteration 20F: 3 clusters Score -161091.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -161092.718750 Penalty: 3641.697266
	Iteration 21Q: 3 clusters Score -161092.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -161094.046875 Penalty: 3641.697266
	Iteration 22Q: 3 clusters Score -161094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -161094.437500 Penalty: 3641.697266
	Iteration 23Q: 3 clusters Score -161094.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -161095.281250 Penalty: 3641.697266
	Iteration 24Q: 3 clusters Score -161095.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -161095.781250 Penalty: 3641.697266
	Iteration 25Q: 3 clusters Score -161095.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -161096.000000 Penalty: 3641.697266
	Iteration 26Q: 3 clusters Score -161096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -161096.000000 Penalty: 3641.697266
	Iteration 27F: 3 clusters Score -161096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Entering Unmasked Estep 
Score: -154586.250000 Penalty: 1808.668457
	Iteration 0F: 2 clusters Score -154586.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -152294.687500 Penalty: 3617.336914
	Iteration 0F: 3 clusters Score -152294.7 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -152700.796875 Penalty: 3617.336914
	Iteration 1F: 3 clusters Score -152700.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -152820.593750 Penalty: 3617.336914
	Iteration 2F: 3 clusters Score -152820.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -152899.718750 Penalty: 3617.336914
	Iteration 3Q: 3 clusters Score -152899.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -152950.312500 Penalty: 3617.336914
	Iteration 4Q: 3 clusters Score -152950.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -152979.296875 Penalty: 3617.336914
	Iteration 5Q: 3 clusters Score -152979.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -152991.000000 Penalty: 3617.336914
	Iteration 6Q: 3 clusters Score -152991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -153002.828125 Penalty: 3617.336914
	Iteration 7Q: 3 clusters Score -153002.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -153012.281250 Penalty: 3617.336914
	Iteration 8Q: 3 clusters Score -153012.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -153016.843750 Penalty: 3617.336914
	Iteration 9Q: 3 clusters Score -153016.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -153023.859375 Penalty: 3617.336914
	Iteration 10Q: 3 clusters Score -153023.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -153027.734375 Penalty: 3617.336914
	Iteration 11Q: 3 clusters Score -153027.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -153030.500000 Penalty: 3617.336914
	Iteration 12Q: 3 clusters Score -153030.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -153031.968750 Penalty: 3617.336914
	Iteration 13Q: 3 clusters Score -153032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -153033.687500 Penalty: 3617.336914
	Iteration 14Q: 3 clusters Score -153033.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -153034.625000 Penalty: 3617.336914
	Iteration 15Q: 3 clusters Score -153034.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -153034.625000 Penalty: 3617.336914
	Iteration 16F: 3 clusters Score -153034.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (14076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Entering Unmasked Estep 
Score: -1371681.125000 Penalty: 2368.952148
	Iteration 0F: 2 clusters Score -1371681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1361386.875000 Penalty: 4737.904297
	Iteration 0F: 3 clusters Score -1361387 nChanged 6052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1364827.625000 Penalty: 4737.904297
	Iteration 1F: 3 clusters Score -1364828 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1365393.750000 Penalty: 4737.904297
	Iteration 2F: 3 clusters Score -1365394 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1365910.625000 Penalty: 4737.904297
	Iteration 3F: 3 clusters Score -1365911 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1366382.125000 Penalty: 4737.904297
	Iteration 4F: 3 clusters Score -1366382 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1366831.125000 Penalty: 4737.904297
	Iteration 5F: 3 clusters Score -1366831 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1367255.625000 Penalty: 4737.904297
	Iteration 6Q: 3 clusters Score -1367256 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1367643.625000 Penalty: 4737.904297
	Iteration 7Q: 3 clusters Score -1367644 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1367987.375000 Penalty: 4737.904297
	Iteration 8Q: 3 clusters Score -1367987 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1368301.000000 Penalty: 4737.904297
	Iteration 9Q: 3 clusters Score -1368301 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1368558.375000 Penalty: 4737.904297
	Iteration 10Q: 3 clusters Score -1368558 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1368757.375000 Penalty: 4737.904297
	Iteration 11Q: 3 clusters Score -1368757 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1368887.125000 Penalty: 4737.904297
	Iteration 12Q: 3 clusters Score -1368887 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1368972.375000 Penalty: 4737.904297
	Iteration 13Q: 3 clusters Score -1368972 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1369029.625000 Penalty: 4737.904297
	Iteration 14Q: 3 clusters Score -1369030 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1369092.875000 Penalty: 4737.904297
	Iteration 15Q: 3 clusters Score -1369093 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1369135.125000 Penalty: 4737.904297
	Iteration 16Q: 3 clusters Score -1369135 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1369184.875000 Penalty: 4737.904297
	Iteration 17Q: 3 clusters Score -1369185 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1369237.500000 Penalty: 4737.904297
	Iteration 18Q: 3 clusters Score -1369238 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1369287.250000 Penalty: 4737.904297
	Iteration 19Q: 3 clusters Score -1369287 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1369330.125000 Penalty: 4737.904297
	Iteration 20F: 3 clusters Score -1369330 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1369372.500000 Penalty: 4737.904297
	Iteration 21Q: 3 clusters Score -1369372 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1369411.125000 Penalty: 4737.904297
	Iteration 22Q: 3 clusters Score -1369411 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1369455.375000 Penalty: 4737.904297
	Iteration 23Q: 3 clusters Score -1369455 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1369507.375000 Penalty: 4737.904297
	Iteration 24Q: 3 clusters Score -1369507 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1369552.750000 Penalty: 4737.904297
	Iteration 25Q: 3 clusters Score -1369553 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1369600.000000 Penalty: 4737.904297
	Iteration 26Q: 3 clusters Score -1369600 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1369639.125000 Penalty: 4737.904297
	Iteration 27Q: 3 clusters Score -1369639 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1369662.750000 Penalty: 4737.904297
	Iteration 28Q: 3 clusters Score -1369663 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1369685.250000 Penalty: 4737.904297
	Iteration 29Q: 3 clusters Score -1369685 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1369711.750000 Penalty: 4737.904297
	Iteration 30Q: 3 clusters Score -1369712 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1369719.125000 Penalty: 4737.904297
	Iteration 31Q: 3 clusters Score -1369719 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1369736.125000 Penalty: 4737.904297
	Iteration 32Q: 3 clusters Score -1369736 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1369748.875000 Penalty: 4737.904297
	Iteration 33Q: 3 clusters Score -1369749 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1369763.625000 Penalty: 4737.904297
	Iteration 34Q: 3 clusters Score -1369764 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1369776.750000 Penalty: 4737.904297
	Iteration 35Q: 3 clusters Score -1369777 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1369785.375000 Penalty: 4737.904297
	Iteration 36Q: 3 clusters Score -1369785 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1369788.625000 Penalty: 4737.904297
	Iteration 37Q: 3 clusters Score -1369789 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1369793.625000 Penalty: 4737.904297
	Iteration 38Q: 3 clusters Score -1369794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1369797.000000 Penalty: 4737.904297
	Iteration 39Q: 3 clusters Score -1369797 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1369803.250000 Penalty: 4737.904297
	Iteration 40F: 3 clusters Score -1369803 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1369808.750000 Penalty: 4737.904297
	Iteration 41Q: 3 clusters Score -1369809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1369809.750000 Penalty: 4737.904297
	Iteration 42Q: 3 clusters Score -1369810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1369814.375000 Penalty: 4737.904297
	Iteration 43Q: 3 clusters Score -1369814 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1369820.625000 Penalty: 4737.904297
	Iteration 44Q: 3 clusters Score -1369821 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1369823.750000 Penalty: 4737.904297
	Iteration 45Q: 3 clusters Score -1369824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1369830.250000 Penalty: 4737.904297
	Iteration 46Q: 3 clusters Score -1369830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1369835.125000 Penalty: 4737.904297
	Iteration 47Q: 3 clusters Score -1369835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1369828.000000 Penalty: 4737.904297
	Iteration 48Q: 3 clusters Score -1369828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1369830.500000 Penalty: 4737.904297
	Iteration 49Q: 3 clusters Score -1369830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1369835.500000 Penalty: 4737.904297
	Iteration 50Q: 3 clusters Score -1369836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1369839.500000 Penalty: 4737.904297
	Iteration 51Q: 3 clusters Score -1369840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1369843.875000 Penalty: 4737.904297
	Iteration 52Q: 3 clusters Score -1369844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1369843.125000 Penalty: 4737.904297
	Iteration 53Q: 3 clusters Score -1369843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1369844.000000 Penalty: 4737.904297
	Iteration 54Q: 3 clusters Score -1369844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1369847.375000 Penalty: 4737.904297
	Iteration 55Q: 3 clusters Score -1369847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1369847.875000 Penalty: 4737.904297
	Iteration 56Q: 3 clusters Score -1369848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1369847.875000 Penalty: 4737.904297
	Iteration 57Q: 3 clusters Score -1369848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1369850.625000 Penalty: 4737.904297
	Iteration 58Q: 3 clusters Score -1369851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1369851.375000 Penalty: 4737.904297
	Iteration 59Q: 3 clusters Score -1369851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1369854.500000 Penalty: 4737.904297
	Iteration 60F: 3 clusters Score -1369854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1369854.500000 Penalty: 4737.904297
	Iteration 61Q: 3 clusters Score -1369854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1369857.375000 Penalty: 4737.904297
	Iteration 62Q: 3 clusters Score -1369857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1369858.500000 Penalty: 4737.904297
	Iteration 63Q: 3 clusters Score -1369858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1369857.125000 Penalty: 4737.904297
	Iteration 64Q: 3 clusters Score -1369857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1369858.000000 Penalty: 4737.904297
	Iteration 65Q: 3 clusters Score -1369858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1369858.375000 Penalty: 4737.904297
	Iteration 66Q: 3 clusters Score -1369858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1369858.375000 Penalty: 4737.904297
	Iteration 67Q: 3 clusters Score -1369858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1369859.125000 Penalty: 4737.904297
	Iteration 68Q: 3 clusters Score -1369859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1369859.125000 Penalty: 4737.904297
	Iteration 69F: 3 clusters Score -1369859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Entering Unmasked Estep 
Score: -368177.218750 Penalty: 2027.814941
	Iteration 0F: 2 clusters Score -368177.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -364575.687500 Penalty: 4055.629883
	Iteration 0F: 3 clusters Score -364575.7 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -365497.937500 Penalty: 4055.629883
	Iteration 1F: 3 clusters Score -365497.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -365799.187500 Penalty: 4055.629883
	Iteration 2F: 3 clusters Score -365799.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -366115.125000 Penalty: 4055.629883
	Iteration 3F: 3 clusters Score -366115.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -366443.500000 Penalty: 4055.629883
	Iteration 4F: 3 clusters Score -366443.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -366743.250000 Penalty: 4055.629883
	Iteration 5F: 3 clusters Score -366743.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -367002.500000 Penalty: 4055.629883
	Iteration 6F: 3 clusters Score -367002.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -367167.000000 Penalty: 4055.629883
	Iteration 7Q: 3 clusters Score -367167 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -367292.875000 Penalty: 4055.629883
	Iteration 8Q: 3 clusters Score -367292.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -367384.250000 Penalty: 4055.629883
	Iteration 9Q: 3 clusters Score -367384.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -367439.406250 Penalty: 4055.629883
	Iteration 10Q: 3 clusters Score -367439.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -367481.750000 Penalty: 4055.629883
	Iteration 11Q: 3 clusters Score -367481.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -367526.000000 Penalty: 4055.629883
	Iteration 12Q: 3 clusters Score -367526 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -367571.406250 Penalty: 4055.629883
	Iteration 13Q: 3 clusters Score -367571.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -367615.343750 Penalty: 4055.629883
	Iteration 14Q: 3 clusters Score -367615.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -367656.625000 Penalty: 4055.629883
	Iteration 15Q: 3 clusters Score -367656.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -367698.406250 Penalty: 4055.629883
	Iteration 16Q: 3 clusters Score -367698.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -367729.875000 Penalty: 4055.629883
	Iteration 17Q: 3 clusters Score -367729.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -367757.937500 Penalty: 4055.629883
	Iteration 18Q: 3 clusters Score -367757.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -367776.875000 Penalty: 4055.629883
	Iteration 19Q: 3 clusters Score -367776.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -367795.250000 Penalty: 4055.629883
	Iteration 20F: 3 clusters Score -367795.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -367827.500000 Penalty: 4055.629883
	Iteration 21Q: 3 clusters Score -367827.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -367860.468750 Penalty: 4055.629883
	Iteration 22Q: 3 clusters Score -367860.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -367895.750000 Penalty: 4055.629883
	Iteration 23Q: 3 clusters Score -367895.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -367930.000000 Penalty: 4055.629883
	Iteration 24Q: 3 clusters Score -367930 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -367967.875000 Penalty: 4055.629883
	Iteration 25Q: 3 clusters Score -367967.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -367999.656250 Penalty: 4055.629883
	Iteration 26Q: 3 clusters Score -367999.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -368022.093750 Penalty: 4055.629883
	Iteration 27Q: 3 clusters Score -368022.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -368048.375000 Penalty: 4055.629883
	Iteration 28Q: 3 clusters Score -368048.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -368074.281250 Penalty: 4055.629883
	Iteration 29Q: 3 clusters Score -368074.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -368093.781250 Penalty: 4055.629883
	Iteration 30Q: 3 clusters Score -368093.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -368105.718750 Penalty: 4055.629883
	Iteration 31Q: 3 clusters Score -368105.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -368115.375000 Penalty: 4055.629883
	Iteration 32Q: 3 clusters Score -368115.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -368121.562500 Penalty: 4055.629883
	Iteration 33Q: 3 clusters Score -368121.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -368126.250000 Penalty: 4055.629883
	Iteration 34Q: 3 clusters Score -368126.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -368131.281250 Penalty: 4055.629883
	Iteration 35Q: 3 clusters Score -368131.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -368137.875000 Penalty: 4055.629883
	Iteration 36Q: 3 clusters Score -368137.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -368142.968750 Penalty: 4055.629883
	Iteration 37Q: 3 clusters Score -368143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -368148.593750 Penalty: 4055.629883
	Iteration 38Q: 3 clusters Score -368148.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -368152.312500 Penalty: 4055.629883
	Iteration 39Q: 3 clusters Score -368152.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -368154.781250 Penalty: 4055.629883
	Iteration 40F: 3 clusters Score -368154.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -368156.406250 Penalty: 4055.629883
	Iteration 41Q: 3 clusters Score -368156.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -368157.687500 Penalty: 4055.629883
	Iteration 42Q: 3 clusters Score -368157.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -368158.281250 Penalty: 4055.629883
	Iteration 43Q: 3 clusters Score -368158.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -368159.250000 Penalty: 4055.629883
	Iteration 44Q: 3 clusters Score -368159.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -368159.500000 Penalty: 4055.629883
	Iteration 45Q: 3 clusters Score -368159.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -368159.500000 Penalty: 4055.629883
	Iteration 46F: 3 clusters Score -368159.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Entering Unmasked Estep 
Score: -623625.562500 Penalty: 2148.000977
	Iteration 0F: 2 clusters Score -623625.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -618608.000000 Penalty: 4296.001953
	Iteration 0F: 3 clusters Score -618608 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -619845.750000 Penalty: 4296.001953
	Iteration 1F: 3 clusters Score -619845.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -620054.375000 Penalty: 4296.001953
	Iteration 2F: 3 clusters Score -620054.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -620198.937500 Penalty: 4296.001953
	Iteration 3Q: 3 clusters Score -620198.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -620279.750000 Penalty: 4296.001953
	Iteration 4Q: 3 clusters Score -620279.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -620351.500000 Penalty: 4296.001953
	Iteration 5Q: 3 clusters Score -620351.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -620407.312500 Penalty: 4296.001953
	Iteration 6Q: 3 clusters Score -620407.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -620459.687500 Penalty: 4296.001953
	Iteration 7Q: 3 clusters Score -620459.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -620492.562500 Penalty: 4296.001953
	Iteration 8Q: 3 clusters Score -620492.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -620522.812500 Penalty: 4296.001953
	Iteration 9Q: 3 clusters Score -620522.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -620549.437500 Penalty: 4296.001953
	Iteration 10Q: 3 clusters Score -620549.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -620577.437500 Penalty: 4296.001953
	Iteration 11Q: 3 clusters Score -620577.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -620605.125000 Penalty: 4296.001953
	Iteration 12Q: 3 clusters Score -620605.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -620628.375000 Penalty: 4296.001953
	Iteration 13Q: 3 clusters Score -620628.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -620657.687500 Penalty: 4296.001953
	Iteration 14Q: 3 clusters Score -620657.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -620693.187500 Penalty: 4296.001953
	Iteration 15Q: 3 clusters Score -620693.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -620715.625000 Penalty: 4296.001953
	Iteration 16Q: 3 clusters Score -620715.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -620739.500000 Penalty: 4296.001953
	Iteration 17Q: 3 clusters Score -620739.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -620762.875000 Penalty: 4296.001953
	Iteration 18Q: 3 clusters Score -620762.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -620783.562500 Penalty: 4296.001953
	Iteration 19Q: 3 clusters Score -620783.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -620802.937500 Penalty: 4296.001953
	Iteration 20F: 3 clusters Score -620802.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -620821.375000 Penalty: 4296.001953
	Iteration 21Q: 3 clusters Score -620821.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -620841.937500 Penalty: 4296.001953
	Iteration 22Q: 3 clusters Score -620841.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -620862.437500 Penalty: 4296.001953
	Iteration 23Q: 3 clusters Score -620862.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -620878.750000 Penalty: 4296.001953
	Iteration 24Q: 3 clusters Score -620878.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -620895.750000 Penalty: 4296.001953
	Iteration 25Q: 3 clusters Score -620895.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -620911.187500 Penalty: 4296.001953
	Iteration 26Q: 3 clusters Score -620911.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -620936.437500 Penalty: 4296.001953
	Iteration 27Q: 3 clusters Score -620936.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -620965.062500 Penalty: 4296.001953
	Iteration 28Q: 3 clusters Score -620965.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -620993.500000 Penalty: 4296.001953
	Iteration 29Q: 3 clusters Score -620993.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -621022.625000 Penalty: 4296.001953
	Iteration 30Q: 3 clusters Score -621022.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -621054.937500 Penalty: 4296.001953
	Iteration 31Q: 3 clusters Score -621054.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -621092.500000 Penalty: 4296.001953
	Iteration 32Q: 3 clusters Score -621092.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -621131.250000 Penalty: 4296.001953
	Iteration 33Q: 3 clusters Score -621131.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -621172.437500 Penalty: 4296.001953
	Iteration 34Q: 3 clusters Score -621172.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -621210.875000 Penalty: 4296.001953
	Iteration 35Q: 3 clusters Score -621210.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -621242.812500 Penalty: 4296.001953
	Iteration 36Q: 3 clusters Score -621242.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -621277.250000 Penalty: 4296.001953
	Iteration 37Q: 3 clusters Score -621277.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -621311.500000 Penalty: 4296.001953
	Iteration 38Q: 3 clusters Score -621311.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -621342.500000 Penalty: 4296.001953
	Iteration 39Q: 3 clusters Score -621342.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -621364.250000 Penalty: 4296.001953
	Iteration 40F: 3 clusters Score -621364.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -621383.062500 Penalty: 4296.001953
	Iteration 41Q: 3 clusters Score -621383.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -621398.687500 Penalty: 4296.001953
	Iteration 42Q: 3 clusters Score -621398.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -621414.625000 Penalty: 4296.001953
	Iteration 43Q: 3 clusters Score -621414.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -621427.750000 Penalty: 4296.001953
	Iteration 44Q: 3 clusters Score -621427.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -621443.125000 Penalty: 4296.001953
	Iteration 45Q: 3 clusters Score -621443.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -621455.625000 Penalty: 4296.001953
	Iteration 46Q: 3 clusters Score -621455.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -621466.750000 Penalty: 4296.001953
	Iteration 47Q: 3 clusters Score -621466.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -621475.812500 Penalty: 4296.001953
	Iteration 48Q: 3 clusters Score -621475.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -621484.062500 Penalty: 4296.001953
	Iteration 49Q: 3 clusters Score -621484.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -621498.062500 Penalty: 4296.001953
	Iteration 50Q: 3 clusters Score -621498.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -621513.187500 Penalty: 4296.001953
	Iteration 51Q: 3 clusters Score -621513.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -621524.812500 Penalty: 4296.001953
	Iteration 52Q: 3 clusters Score -621524.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -621543.062500 Penalty: 4296.001953
	Iteration 53Q: 3 clusters Score -621543.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -621569.375000 Penalty: 4296.001953
	Iteration 54Q: 3 clusters Score -621569.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -621588.000000 Penalty: 4296.001953
	Iteration 55Q: 3 clusters Score -621588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -621604.562500 Penalty: 4296.001953
	Iteration 56Q: 3 clusters Score -621604.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -621619.562500 Penalty: 4296.001953
	Iteration 57Q: 3 clusters Score -621619.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -621637.750000 Penalty: 4296.001953
	Iteration 58Q: 3 clusters Score -621637.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -621659.375000 Penalty: 4296.001953
	Iteration 59Q: 3 clusters Score -621659.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -621677.250000 Penalty: 4296.001953
	Iteration 60F: 3 clusters Score -621677.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -621697.750000 Penalty: 4296.001953
	Iteration 61Q: 3 clusters Score -621697.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -621723.500000 Penalty: 4296.001953
	Iteration 62Q: 3 clusters Score -621723.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -621741.750000 Penalty: 4296.001953
	Iteration 63Q: 3 clusters Score -621741.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -621752.187500 Penalty: 4296.001953
	Iteration 64Q: 3 clusters Score -621752.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -621760.750000 Penalty: 4296.001953
	Iteration 65Q: 3 clusters Score -621760.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -621766.687500 Penalty: 4296.001953
	Iteration 66Q: 3 clusters Score -621766.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -621772.562500 Penalty: 4296.001953
	Iteration 67Q: 3 clusters Score -621772.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -621777.750000 Penalty: 4296.001953
	Iteration 68Q: 3 clusters Score -621777.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -621779.812500 Penalty: 4296.001953
	Iteration 69Q: 3 clusters Score -621779.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -621780.437500 Penalty: 4296.001953
	Iteration 70Q: 3 clusters Score -621780.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -621783.625000 Penalty: 4296.001953
	Iteration 71Q: 3 clusters Score -621783.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -621785.312500 Penalty: 4296.001953
	Iteration 72Q: 3 clusters Score -621785.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -621790.125000 Penalty: 4296.001953
	Iteration 73Q: 3 clusters Score -621790.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -621791.812500 Penalty: 4296.001953
	Iteration 74Q: 3 clusters Score -621791.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -621792.937500 Penalty: 4296.001953
	Iteration 75Q: 3 clusters Score -621792.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -621793.625000 Penalty: 4296.001953
	Iteration 76Q: 3 clusters Score -621793.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -621794.187500 Penalty: 4296.001953
	Iteration 77Q: 3 clusters Score -621794.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -621794.187500 Penalty: 4296.001953
	Iteration 78F: 3 clusters Score -621794.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (3175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Entering Unmasked Estep 
Score: -338478.125000 Penalty: 1999.639526
	Iteration 0F: 2 clusters Score -338478.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -335117.062500 Penalty: 3999.279053
	Iteration 0F: 3 clusters Score -335117.1 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -335819.281250 Penalty: 3999.279053
	Iteration 1F: 3 clusters Score -335819.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -336018.625000 Penalty: 3999.279053
	Iteration 2F: 3 clusters Score -336018.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -336130.406250 Penalty: 3999.279053
	Iteration 3F: 3 clusters Score -336130.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -336214.843750 Penalty: 3999.279053
	Iteration 4Q: 3 clusters Score -336214.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -336275.093750 Penalty: 3999.279053
	Iteration 5Q: 3 clusters Score -336275.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -336322.406250 Penalty: 3999.279053
	Iteration 6Q: 3 clusters Score -336322.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -336351.062500 Penalty: 3999.279053
	Iteration 7Q: 3 clusters Score -336351.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -336374.750000 Penalty: 3999.279053
	Iteration 8Q: 3 clusters Score -336374.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -336399.187500 Penalty: 3999.279053
	Iteration 9Q: 3 clusters Score -336399.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -336423.687500 Penalty: 3999.279053
	Iteration 10Q: 3 clusters Score -336423.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -336453.656250 Penalty: 3999.279053
	Iteration 11Q: 3 clusters Score -336453.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -336482.687500 Penalty: 3999.279053
	Iteration 12Q: 3 clusters Score -336482.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -336509.906250 Penalty: 3999.279053
	Iteration 13Q: 3 clusters Score -336509.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -336541.375000 Penalty: 3999.279053
	Iteration 14Q: 3 clusters Score -336541.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -336569.406250 Penalty: 3999.279053
	Iteration 15Q: 3 clusters Score -336569.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -336603.562500 Penalty: 3999.279053
	Iteration 16Q: 3 clusters Score -336603.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -336643.406250 Penalty: 3999.279053
	Iteration 17Q: 3 clusters Score -336643.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -336676.843750 Penalty: 3999.279053
	Iteration 18Q: 3 clusters Score -336676.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -336699.500000 Penalty: 3999.279053
	Iteration 19Q: 3 clusters Score -336699.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -336723.125000 Penalty: 3999.279053
	Iteration 20F: 3 clusters Score -336723.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -336745.531250 Penalty: 3999.279053
	Iteration 21Q: 3 clusters Score -336745.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -336759.500000 Penalty: 3999.279053
	Iteration 22Q: 3 clusters Score -336759.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -336771.718750 Penalty: 3999.279053
	Iteration 23Q: 3 clusters Score -336771.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -336780.406250 Penalty: 3999.279053
	Iteration 24Q: 3 clusters Score -336780.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -336789.500000 Penalty: 3999.279053
	Iteration 25Q: 3 clusters Score -336789.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -336798.812500 Penalty: 3999.279053
	Iteration 26Q: 3 clusters Score -336798.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -336808.187500 Penalty: 3999.279053
	Iteration 27Q: 3 clusters Score -336808.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -336814.250000 Penalty: 3999.279053
	Iteration 28Q: 3 clusters Score -336814.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -336822.750000 Penalty: 3999.279053
	Iteration 29Q: 3 clusters Score -336822.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -336830.812500 Penalty: 3999.279053
	Iteration 30Q: 3 clusters Score -336830.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -336839.062500 Penalty: 3999.279053
	Iteration 31Q: 3 clusters Score -336839.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -336846.906250 Penalty: 3999.279053
	Iteration 32Q: 3 clusters Score -336846.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -336848.750000 Penalty: 3999.279053
	Iteration 33Q: 3 clusters Score -336848.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -336849.593750 Penalty: 3999.279053
	Iteration 34Q: 3 clusters Score -336849.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -336850.750000 Penalty: 3999.279053
	Iteration 35Q: 3 clusters Score -336850.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -336853.125000 Penalty: 3999.279053
	Iteration 36Q: 3 clusters Score -336853.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -336856.875000 Penalty: 3999.279053
	Iteration 37Q: 3 clusters Score -336856.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -336861.000000 Penalty: 3999.279053
	Iteration 38Q: 3 clusters Score -336861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -336866.937500 Penalty: 3999.279053
	Iteration 39Q: 3 clusters Score -336866.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -336870.406250 Penalty: 3999.279053
	Iteration 40F: 3 clusters Score -336870.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -336873.906250 Penalty: 3999.279053
	Iteration 41Q: 3 clusters Score -336873.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -336876.781250 Penalty: 3999.279053
	Iteration 42Q: 3 clusters Score -336876.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -336879.062500 Penalty: 3999.279053
	Iteration 43Q: 3 clusters Score -336879.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -336880.968750 Penalty: 3999.279053
	Iteration 44Q: 3 clusters Score -336881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -336883.687500 Penalty: 3999.279053
	Iteration 45Q: 3 clusters Score -336883.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -336884.843750 Penalty: 3999.279053
	Iteration 46Q: 3 clusters Score -336884.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -336886.281250 Penalty: 3999.279053
	Iteration 47Q: 3 clusters Score -336886.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -336886.781250 Penalty: 3999.279053
	Iteration 48Q: 3 clusters Score -336886.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -336887.875000 Penalty: 3999.279053
	Iteration 49Q: 3 clusters Score -336887.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -336888.187500 Penalty: 3999.279053
	Iteration 50Q: 3 clusters Score -336888.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -336888.125000 Penalty: 3999.279053
	Iteration 51Q: 3 clusters Score -336888.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -336888.375000 Penalty: 3999.279053
	Iteration 52Q: 3 clusters Score -336888.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -336888.375000 Penalty: 3999.279053
	Iteration 53F: 3 clusters Score -336888.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (18827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Entering Unmasked Estep 
Score: -1864675.500000 Penalty: 2441.075684
	Iteration 0F: 2 clusters Score -1864676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1851260.750000 Penalty: 4882.151367
	Iteration 0F: 3 clusters Score -1851261 nChanged 8316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1855865.125000 Penalty: 4882.151367
	Iteration 1F: 3 clusters Score -1855865 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1856455.625000 Penalty: 4882.151367
	Iteration 2F: 3 clusters Score -1856456 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1857096.625000 Penalty: 4882.151367
	Iteration 3F: 3 clusters Score -1857097 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1857785.750000 Penalty: 4882.151367
	Iteration 4F: 3 clusters Score -1857786 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1858539.750000 Penalty: 4882.151367
	Iteration 5F: 3 clusters Score -1858540 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1859324.125000 Penalty: 4882.151367
	Iteration 6F: 3 clusters Score -1859324 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1860007.125000 Penalty: 4882.151367
	Iteration 7F: 3 clusters Score -1860007 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1860569.625000 Penalty: 4882.151367
	Iteration 8Q: 3 clusters Score -1860570 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1861000.625000 Penalty: 4882.151367
	Iteration 9Q: 3 clusters Score -1861001 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1861325.750000 Penalty: 4882.151367
	Iteration 10Q: 3 clusters Score -1861326 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1861567.375000 Penalty: 4882.151367
	Iteration 11Q: 3 clusters Score -1861567 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1861804.875000 Penalty: 4882.151367
	Iteration 12Q: 3 clusters Score -1861805 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1861984.625000 Penalty: 4882.151367
	Iteration 13Q: 3 clusters Score -1861985 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1862128.750000 Penalty: 4882.151367
	Iteration 14Q: 3 clusters Score -1862129 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1862257.875000 Penalty: 4882.151367
	Iteration 15Q: 3 clusters Score -1862258 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1862360.375000 Penalty: 4882.151367
	Iteration 16Q: 3 clusters Score -1862360 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1862441.750000 Penalty: 4882.151367
	Iteration 17Q: 3 clusters Score -1862442 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1862514.250000 Penalty: 4882.151367
	Iteration 18Q: 3 clusters Score -1862514 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1862577.375000 Penalty: 4882.151367
	Iteration 19Q: 3 clusters Score -1862577 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1862631.375000 Penalty: 4882.151367
	Iteration 20F: 3 clusters Score -1862631 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1862671.875000 Penalty: 4882.151367
	Iteration 21Q: 3 clusters Score -1862672 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1862705.250000 Penalty: 4882.151367
	Iteration 22Q: 3 clusters Score -1862705 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1862738.250000 Penalty: 4882.151367
	Iteration 23Q: 3 clusters Score -1862738 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1862759.875000 Penalty: 4882.151367
	Iteration 24Q: 3 clusters Score -1862760 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1862778.125000 Penalty: 4882.151367
	Iteration 25Q: 3 clusters Score -1862778 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1862796.250000 Penalty: 4882.151367
	Iteration 26Q: 3 clusters Score -1862796 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1862818.500000 Penalty: 4882.151367
	Iteration 27Q: 3 clusters Score -1862818 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1862823.000000 Penalty: 4882.151367
	Iteration 28Q: 3 clusters Score -1862823 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1862827.500000 Penalty: 4882.151367
	Iteration 29Q: 3 clusters Score -1862828 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1862836.125000 Penalty: 4882.151367
	Iteration 30Q: 3 clusters Score -1862836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1862845.000000 Penalty: 4882.151367
	Iteration 31Q: 3 clusters Score -1862845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1862841.625000 Penalty: 4882.151367
	Iteration 32Q: 3 clusters Score -1862842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1862848.500000 Penalty: 4882.151367
	Iteration 33Q: 3 clusters Score -1862848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1862851.625000 Penalty: 4882.151367
	Iteration 34Q: 3 clusters Score -1862852 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1862856.125000 Penalty: 4882.151367
	Iteration 35Q: 3 clusters Score -1862856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1862866.000000 Penalty: 4882.151367
	Iteration 36Q: 3 clusters Score -1862866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1862869.125000 Penalty: 4882.151367
	Iteration 37Q: 3 clusters Score -1862869 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1862879.875000 Penalty: 4882.151367
	Iteration 38Q: 3 clusters Score -1862880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1862877.875000 Penalty: 4882.151367
	Iteration 39Q: 3 clusters Score -1862878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1862880.625000 Penalty: 4882.151367
	Iteration 40F: 3 clusters Score -1862881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1862884.250000 Penalty: 4882.151367
	Iteration 41Q: 3 clusters Score -1862884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1862886.875000 Penalty: 4882.151367
	Iteration 42Q: 3 clusters Score -1862887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1862885.500000 Penalty: 4882.151367
	Iteration 43Q: 3 clusters Score -1862886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1862890.000000 Penalty: 4882.151367
	Iteration 44Q: 3 clusters Score -1862890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1862890.125000 Penalty: 4882.151367
	Iteration 45Q: 3 clusters Score -1862890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1862894.000000 Penalty: 4882.151367
	Iteration 46Q: 3 clusters Score -1862894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1862905.250000 Penalty: 4882.151367
	Iteration 47Q: 3 clusters Score -1862905 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1862910.375000 Penalty: 4882.151367
	Iteration 48Q: 3 clusters Score -1862910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1862910.125000 Penalty: 4882.151367
	Iteration 49Q: 3 clusters Score -1862910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1862911.500000 Penalty: 4882.151367
	Iteration 50Q: 3 clusters Score -1862912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1862923.625000 Penalty: 4882.151367
	Iteration 51Q: 3 clusters Score -1862924 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1862934.000000 Penalty: 4882.151367
	Iteration 52Q: 3 clusters Score -1862934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1862929.500000 Penalty: 4882.151367
	Iteration 53Q: 3 clusters Score -1862930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1862930.375000 Penalty: 4882.151367
	Iteration 54Q: 3 clusters Score -1862930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1862936.000000 Penalty: 4882.151367
	Iteration 55Q: 3 clusters Score -1862936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1862941.750000 Penalty: 4882.151367
	Iteration 56Q: 3 clusters Score -1862942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1862946.250000 Penalty: 4882.151367
	Iteration 57Q: 3 clusters Score -1862946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1862949.250000 Penalty: 4882.151367
	Iteration 58Q: 3 clusters Score -1862949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1862949.375000 Penalty: 4882.151367
	Iteration 59Q: 3 clusters Score -1862949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1862954.375000 Penalty: 4882.151367
	Iteration 60F: 3 clusters Score -1862954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1862958.125000 Penalty: 4882.151367
	Iteration 61Q: 3 clusters Score -1862958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1862959.875000 Penalty: 4882.151367
	Iteration 62Q: 3 clusters Score -1862960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1862959.750000 Penalty: 4882.151367
	Iteration 63Q: 3 clusters Score -1862960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1862965.125000 Penalty: 4882.151367
	Iteration 64Q: 3 clusters Score -1862965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1862966.250000 Penalty: 4882.151367
	Iteration 65Q: 3 clusters Score -1862966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1862969.000000 Penalty: 4882.151367
	Iteration 66Q: 3 clusters Score -1862969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1862968.375000 Penalty: 4882.151367
	Iteration 67Q: 3 clusters Score -1862968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1862971.625000 Penalty: 4882.151367
	Iteration 68Q: 3 clusters Score -1862972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1862968.625000 Penalty: 4882.151367
	Iteration 69Q: 3 clusters Score -1862969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1862970.750000 Penalty: 4882.151367
	Iteration 70Q: 3 clusters Score -1862971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1862970.750000 Penalty: 4882.151367
	Iteration 71F: 3 clusters Score -1862971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (3617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Entering Unmasked Estep 
Score: -344207.031250 Penalty: 2031.963257
	Iteration 0F: 2 clusters Score -344207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -340534.312500 Penalty: 4063.926514
	Iteration 0F: 3 clusters Score -340534.3 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -341553.093750 Penalty: 4063.926514
	Iteration 1F: 3 clusters Score -341553.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -341867.218750 Penalty: 4063.926514
	Iteration 2F: 3 clusters Score -341867.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -342048.656250 Penalty: 4063.926514
	Iteration 3F: 3 clusters Score -342048.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -342175.250000 Penalty: 4063.926514
	Iteration 4Q: 3 clusters Score -342175.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -342260.937500 Penalty: 4063.926514
	Iteration 5Q: 3 clusters Score -342260.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -342330.687500 Penalty: 4063.926514
	Iteration 6Q: 3 clusters Score -342330.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -342394.750000 Penalty: 4063.926514
	Iteration 7Q: 3 clusters Score -342394.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -342447.687500 Penalty: 4063.926514
	Iteration 8Q: 3 clusters Score -342447.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -342493.500000 Penalty: 4063.926514
	Iteration 9Q: 3 clusters Score -342493.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -342538.000000 Penalty: 4063.926514
	Iteration 10Q: 3 clusters Score -342538 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -342582.875000 Penalty: 4063.926514
	Iteration 11Q: 3 clusters Score -342582.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -342615.468750 Penalty: 4063.926514
	Iteration 12Q: 3 clusters Score -342615.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -342632.500000 Penalty: 4063.926514
	Iteration 13Q: 3 clusters Score -342632.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -342647.343750 Penalty: 4063.926514
	Iteration 14Q: 3 clusters Score -342647.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -342661.312500 Penalty: 4063.926514
	Iteration 15Q: 3 clusters Score -342661.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -342669.656250 Penalty: 4063.926514
	Iteration 16Q: 3 clusters Score -342669.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -342676.000000 Penalty: 4063.926514
	Iteration 17Q: 3 clusters Score -342676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -342681.062500 Penalty: 4063.926514
	Iteration 18Q: 3 clusters Score -342681.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -342685.687500 Penalty: 4063.926514
	Iteration 19Q: 3 clusters Score -342685.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -342689.531250 Penalty: 4063.926514
	Iteration 20F: 3 clusters Score -342689.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -342690.718750 Penalty: 4063.926514
	Iteration 21Q: 3 clusters Score -342690.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -342693.468750 Penalty: 4063.926514
	Iteration 22Q: 3 clusters Score -342693.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -342696.687500 Penalty: 4063.926514
	Iteration 23Q: 3 clusters Score -342696.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -342701.187500 Penalty: 4063.926514
	Iteration 24Q: 3 clusters Score -342701.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -342706.562500 Penalty: 4063.926514
	Iteration 25Q: 3 clusters Score -342706.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -342714.343750 Penalty: 4063.926514
	Iteration 26Q: 3 clusters Score -342714.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -342716.843750 Penalty: 4063.926514
	Iteration 27Q: 3 clusters Score -342716.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -342719.843750 Penalty: 4063.926514
	Iteration 28Q: 3 clusters Score -342719.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -342722.125000 Penalty: 4063.926514
	Iteration 29Q: 3 clusters Score -342722.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -342722.375000 Penalty: 4063.926514
	Iteration 30Q: 3 clusters Score -342722.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -342722.781250 Penalty: 4063.926514
	Iteration 31Q: 3 clusters Score -342722.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -342722.781250 Penalty: 4063.926514
	Iteration 32F: 3 clusters Score -342722.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Entering Unmasked Estep 
Score: -168144.468750 Penalty: 1835.202393
	Iteration 0F: 2 clusters Score -168144.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -165774.437500 Penalty: 3670.404785
	Iteration 0F: 3 clusters Score -165774.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -166213.921875 Penalty: 3670.404785
	Iteration 1F: 3 clusters Score -166213.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -166406.390625 Penalty: 3670.404785
	Iteration 2F: 3 clusters Score -166406.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -166569.859375 Penalty: 3670.404785
	Iteration 3F: 3 clusters Score -166569.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -166712.109375 Penalty: 3670.404785
	Iteration 4F: 3 clusters Score -166712.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -166866.156250 Penalty: 3670.404785
	Iteration 5Q: 3 clusters Score -166866.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -167064.609375 Penalty: 3670.404785
	Iteration 6Q: 3 clusters Score -167064.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -167253.671875 Penalty: 3670.404785
	Iteration 7Q: 3 clusters Score -167253.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -167385.671875 Penalty: 3670.404785
	Iteration 8Q: 3 clusters Score -167385.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -167548.234375 Penalty: 3670.404785
	Iteration 9Q: 3 clusters Score -167548.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -167684.765625 Penalty: 3670.404785
	Iteration 10Q: 3 clusters Score -167684.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -167778.468750 Penalty: 3670.404785
	Iteration 11Q: 3 clusters Score -167778.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -167854.609375 Penalty: 3670.404785
	Iteration 12Q: 3 clusters Score -167854.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -167922.218750 Penalty: 3670.404785
	Iteration 13Q: 3 clusters Score -167922.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -167961.890625 Penalty: 3670.404785
	Iteration 14Q: 3 clusters Score -167961.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -167975.812500 Penalty: 3670.404785
	Iteration 15Q: 3 clusters Score -167975.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -167988.671875 Penalty: 3670.404785
	Iteration 16Q: 3 clusters Score -167988.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -168000.703125 Penalty: 3670.404785
	Iteration 17Q: 3 clusters Score -168000.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -168006.218750 Penalty: 3670.404785
	Iteration 18Q: 3 clusters Score -168006.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -168012.140625 Penalty: 3670.404785
	Iteration 19Q: 3 clusters Score -168012.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -168020.140625 Penalty: 3670.404785
	Iteration 20F: 3 clusters Score -168020.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -168027.843750 Penalty: 3670.404785
	Iteration 21Q: 3 clusters Score -168027.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -168035.671875 Penalty: 3670.404785
	Iteration 22Q: 3 clusters Score -168035.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -168041.671875 Penalty: 3670.404785
	Iteration 23Q: 3 clusters Score -168041.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -168051.578125 Penalty: 3670.404785
	Iteration 24Q: 3 clusters Score -168051.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -168066.812500 Penalty: 3670.404785
	Iteration 25Q: 3 clusters Score -168066.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -168076.968750 Penalty: 3670.404785
	Iteration 26Q: 3 clusters Score -168077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -168084.765625 Penalty: 3670.404785
	Iteration 27Q: 3 clusters Score -168084.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -168090.734375 Penalty: 3670.404785
	Iteration 28Q: 3 clusters Score -168090.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -168092.250000 Penalty: 3670.404785
	Iteration 29Q: 3 clusters Score -168092.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -168092.531250 Penalty: 3670.404785
	Iteration 30Q: 3 clusters Score -168092.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -168093.484375 Penalty: 3670.404785
	Iteration 31Q: 3 clusters Score -168093.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -168094.234375 Penalty: 3670.404785
	Iteration 32Q: 3 clusters Score -168094.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -168095.562500 Penalty: 3670.404785
	Iteration 33Q: 3 clusters Score -168095.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -168096.187500 Penalty: 3670.404785
	Iteration 34Q: 3 clusters Score -168096.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -168096.734375 Penalty: 3670.404785
	Iteration 35Q: 3 clusters Score -168096.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -168096.734375 Penalty: 3670.404785
	Iteration 36F: 3 clusters Score -168096.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Entering Unmasked Estep 
Score: -208442.546875 Penalty: 1878.872192
	Iteration 0F: 2 clusters Score -208442.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -205847.187500 Penalty: 3757.744385
	Iteration 0F: 3 clusters Score -205847.2 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -206320.062500 Penalty: 3757.744385
	Iteration 1F: 3 clusters Score -206320.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -206445.828125 Penalty: 3757.744385
	Iteration 2F: 3 clusters Score -206445.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -206551.500000 Penalty: 3757.744385
	Iteration 3Q: 3 clusters Score -206551.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -206631.171875 Penalty: 3757.744385
	Iteration 4Q: 3 clusters Score -206631.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -206678.281250 Penalty: 3757.744385
	Iteration 5Q: 3 clusters Score -206678.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -206714.281250 Penalty: 3757.744385
	Iteration 6Q: 3 clusters Score -206714.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -206742.953125 Penalty: 3757.744385
	Iteration 7Q: 3 clusters Score -206743 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -206764.828125 Penalty: 3757.744385
	Iteration 8Q: 3 clusters Score -206764.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -206787.796875 Penalty: 3757.744385
	Iteration 9Q: 3 clusters Score -206787.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -206803.906250 Penalty: 3757.744385
	Iteration 10Q: 3 clusters Score -206803.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -206818.515625 Penalty: 3757.744385
	Iteration 11Q: 3 clusters Score -206818.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -206832.734375 Penalty: 3757.744385
	Iteration 12Q: 3 clusters Score -206832.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -206840.140625 Penalty: 3757.744385
	Iteration 13Q: 3 clusters Score -206840.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -206845.250000 Penalty: 3757.744385
	Iteration 14Q: 3 clusters Score -206845.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -206848.890625 Penalty: 3757.744385
	Iteration 15Q: 3 clusters Score -206848.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -206851.640625 Penalty: 3757.744385
	Iteration 16Q: 3 clusters Score -206851.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -206855.484375 Penalty: 3757.744385
	Iteration 17Q: 3 clusters Score -206855.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -206857.812500 Penalty: 3757.744385
	Iteration 18Q: 3 clusters Score -206857.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -206862.375000 Penalty: 3757.744385
	Iteration 19Q: 3 clusters Score -206862.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -206864.359375 Penalty: 3757.744385
	Iteration 20F: 3 clusters Score -206864.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -206865.687500 Penalty: 3757.744385
	Iteration 21Q: 3 clusters Score -206865.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -206869.390625 Penalty: 3757.744385
	Iteration 22Q: 3 clusters Score -206869.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -206870.515625 Penalty: 3757.744385
	Iteration 23Q: 3 clusters Score -206870.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -206871.187500 Penalty: 3757.744385
	Iteration 24Q: 3 clusters Score -206871.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -206871.484375 Penalty: 3757.744385
	Iteration 25Q: 3 clusters Score -206871.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -206872.421875 Penalty: 3757.744385
	Iteration 26Q: 3 clusters Score -206872.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -206872.578125 Penalty: 3757.744385
	Iteration 27Q: 3 clusters Score -206872.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -206872.578125 Penalty: 3757.744385
	Iteration 28F: 3 clusters Score -206872.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (33331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33331 members 
Entering Unmasked Estep 
Score: -3615991.750000 Penalty: 2582.732178
	Iteration 0F: 2 clusters Score -3615992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -3593197.500000 Penalty: 5165.464355
	Iteration 0F: 3 clusters Score -3593198 nChanged 15266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -3601657.500000 Penalty: 5165.464355
	Iteration 1F: 3 clusters Score -3601658 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -3602515.500000 Penalty: 5165.464355
	Iteration 2F: 3 clusters Score -3602516 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -3603548.250000 Penalty: 5165.464355
	Iteration 3F: 3 clusters Score -3603548 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -3604697.500000 Penalty: 5165.464355
	Iteration 4F: 3 clusters Score -3604698 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -3605856.000000 Penalty: 5165.464355
	Iteration 5F: 3 clusters Score -3605856 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -3606968.500000 Penalty: 5165.464355
	Iteration 6F: 3 clusters Score -3606968 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -3607939.000000 Penalty: 5165.464355
	Iteration 7F: 3 clusters Score -3607939 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -3608830.750000 Penalty: 5165.464355
	Iteration 8Q: 3 clusters Score -3608831 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -3609625.250000 Penalty: 5165.464355
	Iteration 9Q: 3 clusters Score -3609625 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -3610272.250000 Penalty: 5165.464355
	Iteration 10Q: 3 clusters Score -3610272 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -3610768.500000 Penalty: 5165.464355
	Iteration 11Q: 3 clusters Score -3610768 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -3611138.000000 Penalty: 5165.464355
	Iteration 12Q: 3 clusters Score -3611138 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -3611407.500000 Penalty: 5165.464355
	Iteration 13Q: 3 clusters Score -3611408 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -3611595.750000 Penalty: 5165.464355
	Iteration 14Q: 3 clusters Score -3611596 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -3611773.250000 Penalty: 5165.464355
	Iteration 15Q: 3 clusters Score -3611773 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -3611903.000000 Penalty: 5165.464355
	Iteration 16Q: 3 clusters Score -3611903 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -3612062.500000 Penalty: 5165.464355
	Iteration 17Q: 3 clusters Score -3612062 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -3612189.500000 Penalty: 5165.464355
	Iteration 18Q: 3 clusters Score -3612190 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -3612314.500000 Penalty: 5165.464355
	Iteration 19Q: 3 clusters Score -3612314 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -3612395.500000 Penalty: 5165.464355
	Iteration 20F: 3 clusters Score -3612396 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -3612501.750000 Penalty: 5165.464355
	Iteration 21Q: 3 clusters Score -3612502 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -3612599.000000 Penalty: 5165.464355
	Iteration 22Q: 3 clusters Score -3612599 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -3612706.500000 Penalty: 5165.464355
	Iteration 23Q: 3 clusters Score -3612706 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -3612800.000000 Penalty: 5165.464355
	Iteration 24Q: 3 clusters Score -3612800 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -3612910.250000 Penalty: 5165.464355
	Iteration 25Q: 3 clusters Score -3612910 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -3613005.000000 Penalty: 5165.464355
	Iteration 26Q: 3 clusters Score -3613005 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -3613112.000000 Penalty: 5165.464355
	Iteration 27Q: 3 clusters Score -3613112 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -3613203.000000 Penalty: 5165.464355
	Iteration 28Q: 3 clusters Score -3613203 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -3613315.000000 Penalty: 5165.464355
	Iteration 29Q: 3 clusters Score -3613315 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -3613386.500000 Penalty: 5165.464355
	Iteration 30Q: 3 clusters Score -3613386 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -3613510.000000 Penalty: 5165.464355
	Iteration 31Q: 3 clusters Score -3613510 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 29875 members 
Entering Unmasked Estep 
Score: -3613599.250000 Penalty: 5165.464355
	Iteration 32Q: 3 clusters Score -3613599 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 30087 members 
Entering Unmasked Estep 
Score: -3613690.500000 Penalty: 5165.464355
	Iteration 33Q: 3 clusters Score -3613690 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -3613800.250000 Penalty: 5165.464355
	Iteration 34Q: 3 clusters Score -3613800 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -3613892.000000 Penalty: 5165.464355
	Iteration 35Q: 3 clusters Score -3613892 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -3613989.500000 Penalty: 5165.464355
	Iteration 36Q: 3 clusters Score -3613990 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -3614065.750000 Penalty: 5165.464355
	Iteration 37Q: 3 clusters Score -3614066 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -3614125.250000 Penalty: 5165.464355
	Iteration 38Q: 3 clusters Score -3614125 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
Score: -3614171.000000 Penalty: 5165.464355
	Iteration 39Q: 3 clusters Score -3614171 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 31107 members 
Entering Unmasked Estep 
Score: -3614224.000000 Penalty: 5165.464355
	Iteration 40F: 3 clusters Score -3614224 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -3614237.750000 Penalty: 5165.464355
	Iteration 41Q: 3 clusters Score -3614238 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
Score: -3614244.500000 Penalty: 5165.464355
	Iteration 42Q: 3 clusters Score -3614244 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 31286 members 
Entering Unmasked Estep 
Score: -3614267.750000 Penalty: 5165.464355
	Iteration 43Q: 3 clusters Score -3614268 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -3614285.250000 Penalty: 5165.464355
	Iteration 44Q: 3 clusters Score -3614285 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -3614288.750000 Penalty: 5165.464355
	Iteration 45Q: 3 clusters Score -3614289 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -3614305.750000 Penalty: 5165.464355
	Iteration 46Q: 3 clusters Score -3614306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -3614306.000000 Penalty: 5165.464355
	Iteration 47Q: 3 clusters Score -3614306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -3614316.250000 Penalty: 5165.464355
	Iteration 48Q: 3 clusters Score -3614316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -3614310.500000 Penalty: 5165.464355
	Iteration 49Q: 3 clusters Score -3614310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 31416 members 
Entering Unmasked Estep 
Score: -3614317.000000 Penalty: 5165.464355
	Iteration 50Q: 3 clusters Score -3614317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 31427 members 
Entering Unmasked Estep 
Score: -3614324.500000 Penalty: 5165.464355
	Iteration 51Q: 3 clusters Score -3614324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -3614328.500000 Penalty: 5165.464355
	Iteration 52Q: 3 clusters Score -3614328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -3614334.000000 Penalty: 5165.464355
	Iteration 53Q: 3 clusters Score -3614334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -3614329.500000 Penalty: 5165.464355
	Iteration 54Q: 3 clusters Score -3614330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -3614326.000000 Penalty: 5165.464355
	Iteration 55Q: 3 clusters Score -3614326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -3614327.750000 Penalty: 5165.464355
	Iteration 56Q: 3 clusters Score -3614328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -3614338.500000 Penalty: 5165.464355
	Iteration 57Q: 3 clusters Score -3614338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -3614347.250000 Penalty: 5165.464355
	Iteration 58Q: 3 clusters Score -3614347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -3614345.250000 Penalty: 5165.464355
	Iteration 59Q: 3 clusters Score -3614345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -3614351.500000 Penalty: 5165.464355
	Iteration 60F: 3 clusters Score -3614352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -3614351.250000 Penalty: 5165.464355
	Iteration 61Q: 3 clusters Score -3614351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -3614352.000000 Penalty: 5165.464355
	Iteration 62Q: 3 clusters Score -3614352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -3614349.750000 Penalty: 5165.464355
	Iteration 63Q: 3 clusters Score -3614350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
Score: -3614353.000000 Penalty: 5165.464355
	Iteration 64Q: 3 clusters Score -3614353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -3614352.250000 Penalty: 5165.464355
	Iteration 65Q: 3 clusters Score -3614352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -3614349.000000 Penalty: 5165.464355
	Iteration 66Q: 3 clusters Score -3614349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
Score: -3614350.750000 Penalty: 5165.464355
	Iteration 67Q: 3 clusters Score -3614351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -3614351.750000 Penalty: 5165.464355
	Iteration 68Q: 3 clusters Score -3614352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -3614353.250000 Penalty: 5165.464355
	Iteration 69Q: 3 clusters Score -3614353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -3614359.000000 Penalty: 5165.464355
	Iteration 70Q: 3 clusters Score -3614359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -3614360.500000 Penalty: 5165.464355
	Iteration 71Q: 3 clusters Score -3614360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 31550 members 
Entering Unmasked Estep 
Score: -3614363.250000 Penalty: 5165.464355
	Iteration 72Q: 3 clusters Score -3614363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 31550 members 
Entering Unmasked Estep 
Score: -3614363.250000 Penalty: 5165.464355
	Iteration 73F: 3 clusters Score -3614363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (7825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Entering Unmasked Estep 
Score: -850408.625000 Penalty: 2223.339600
	Iteration 0F: 2 clusters Score -850408.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -844097.500000 Penalty: 4446.679199
	Iteration 0F: 3 clusters Score -844097.5 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -845842.812500 Penalty: 4446.679199
	Iteration 1F: 3 clusters Score -845842.8 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -846127.000000 Penalty: 4446.679199
	Iteration 2F: 3 clusters Score -846127 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -846298.437500 Penalty: 4446.679199
	Iteration 3Q: 3 clusters Score -846298.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -846419.937500 Penalty: 4446.679199
	Iteration 4Q: 3 clusters Score -846419.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -846505.937500 Penalty: 4446.679199
	Iteration 5Q: 3 clusters Score -846505.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -846593.062500 Penalty: 4446.679199
	Iteration 6Q: 3 clusters Score -846593.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -846674.562500 Penalty: 4446.679199
	Iteration 7Q: 3 clusters Score -846674.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -846751.500000 Penalty: 4446.679199
	Iteration 8Q: 3 clusters Score -846751.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -846826.562500 Penalty: 4446.679199
	Iteration 9Q: 3 clusters Score -846826.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -846907.562500 Penalty: 4446.679199
	Iteration 10Q: 3 clusters Score -846907.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -846997.187500 Penalty: 4446.679199
	Iteration 11Q: 3 clusters Score -846997.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -847093.375000 Penalty: 4446.679199
	Iteration 12Q: 3 clusters Score -847093.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -847212.625000 Penalty: 4446.679199
	Iteration 13Q: 3 clusters Score -847212.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -847342.062500 Penalty: 4446.679199
	Iteration 14Q: 3 clusters Score -847342.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -847481.625000 Penalty: 4446.679199
	Iteration 15Q: 3 clusters Score -847481.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -847615.000000 Penalty: 4446.679199
	Iteration 16Q: 3 clusters Score -847615 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -847731.625000 Penalty: 4446.679199
	Iteration 17Q: 3 clusters Score -847731.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -847838.312500 Penalty: 4446.679199
	Iteration 18Q: 3 clusters Score -847838.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -847928.125000 Penalty: 4446.679199
	Iteration 19Q: 3 clusters Score -847928.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -848015.937500 Penalty: 4446.679199
	Iteration 20F: 3 clusters Score -848015.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -848094.625000 Penalty: 4446.679199
	Iteration 21Q: 3 clusters Score -848094.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -848144.375000 Penalty: 4446.679199
	Iteration 22Q: 3 clusters Score -848144.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -848189.562500 Penalty: 4446.679199
	Iteration 23Q: 3 clusters Score -848189.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -848234.937500 Penalty: 4446.679199
	Iteration 24Q: 3 clusters Score -848234.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -848271.750000 Penalty: 4446.679199
	Iteration 25Q: 3 clusters Score -848271.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -848296.937500 Penalty: 4446.679199
	Iteration 26Q: 3 clusters Score -848296.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -848317.312500 Penalty: 4446.679199
	Iteration 27Q: 3 clusters Score -848317.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -848340.625000 Penalty: 4446.679199
	Iteration 28Q: 3 clusters Score -848340.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -848356.375000 Penalty: 4446.679199
	Iteration 29Q: 3 clusters Score -848356.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -848372.187500 Penalty: 4446.679199
	Iteration 30Q: 3 clusters Score -848372.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -848391.937500 Penalty: 4446.679199
	Iteration 31Q: 3 clusters Score -848391.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -848411.937500 Penalty: 4446.679199
	Iteration 32Q: 3 clusters Score -848411.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -848430.687500 Penalty: 4446.679199
	Iteration 33Q: 3 clusters Score -848430.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -848446.187500 Penalty: 4446.679199
	Iteration 34Q: 3 clusters Score -848446.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -848463.687500 Penalty: 4446.679199
	Iteration 35Q: 3 clusters Score -848463.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -848482.625000 Penalty: 4446.679199
	Iteration 36Q: 3 clusters Score -848482.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -848509.875000 Penalty: 4446.679199
	Iteration 37Q: 3 clusters Score -848509.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -848531.312500 Penalty: 4446.679199
	Iteration 38Q: 3 clusters Score -848531.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -848556.562500 Penalty: 4446.679199
	Iteration 39Q: 3 clusters Score -848556.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -848571.687500 Penalty: 4446.679199
	Iteration 40F: 3 clusters Score -848571.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -848577.000000 Penalty: 4446.679199
	Iteration 41Q: 3 clusters Score -848577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -848589.312500 Penalty: 4446.679199
	Iteration 42Q: 3 clusters Score -848589.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -848607.375000 Penalty: 4446.679199
	Iteration 43Q: 3 clusters Score -848607.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -848618.187500 Penalty: 4446.679199
	Iteration 44Q: 3 clusters Score -848618.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -848624.750000 Penalty: 4446.679199
	Iteration 45Q: 3 clusters Score -848624.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -848628.500000 Penalty: 4446.679199
	Iteration 46Q: 3 clusters Score -848628.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -848628.562500 Penalty: 4446.679199
	Iteration 47Q: 3 clusters Score -848628.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -848630.000000 Penalty: 4446.679199
	Iteration 48Q: 3 clusters Score -848630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -848629.187500 Penalty: 4446.679199
	Iteration 49Q: 3 clusters Score -848629.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -848629.187500 Penalty: 4446.679199
	Iteration 50F: 3 clusters Score -848629.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156972 members 
Mstep: Class 2 contains 2964 members 
Mstep: Class 3 contains 11917 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24788 members 
Mstep: Class 6 contains 72588 members 
Mstep: Class 7 contains 11932 members 
Mstep: Class 8 contains 1681 members 
Mstep: Class 9 contains 182204 members 
Mstep: Class 10 contains 12714 members 
Mstep: Class 11 contains 59896 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 43999 members 
Mstep: Class 15 contains 12234 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25175 members 
Mstep: Class 18 contains 103897 members 
Mstep: Class 19 contains 3036 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38908 members 
Mstep: Class 22 contains 1379 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9011 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14312 members 
Mstep: Class 29 contains 22802 members 
Mstep: Class 30 contains 3065 members 
Mstep: Class 31 contains 13441 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67880 members 
Mstep: Class 34 contains 26196 members 
Mstep: Class 35 contains 15226 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18906 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14076 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5775 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18827 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33331 members 
Mstep: Class 52 contains 7825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182160.000000 Penalty: 179445.484375
Iteration 319Q: 53 clusters Score -1.151822e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156970 members 
Mstep: Class 2 contains 2964 members 
Mstep: Class 3 contains 11917 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24787 members 
Mstep: Class 6 contains 72587 members 
Mstep: Class 7 contains 11933 members 
Mstep: Class 8 contains 1682 members 
Mstep: Class 9 contains 182207 members 
Mstep: Class 10 contains 12714 members 
Mstep: Class 11 contains 59903 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 43997 members 
Mstep: Class 15 contains 12234 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25175 members 
Mstep: Class 18 contains 103897 members 
Mstep: Class 19 contains 3036 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 38906 members 
Mstep: Class 22 contains 1379 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9012 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14310 members 
Mstep: Class 29 contains 22801 members 
Mstep: Class 30 contains 3065 members 
Mstep: Class 31 contains 13442 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67877 members 
Mstep: Class 34 contains 26196 members 
Mstep: Class 35 contains 15226 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18904 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14080 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5775 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18827 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33330 members 
Mstep: Class 52 contains 7825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182096.000000 Penalty: 179445.484375
Iteration 320F: 53 clusters Score -1.151821e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156969 members 
Mstep: Class 2 contains 2964 members 
Mstep: Class 3 contains 11917 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24785 members 
Mstep: Class 6 contains 72587 members 
Mstep: Class 7 contains 11934 members 
Mstep: Class 8 contains 1683 members 
Mstep: Class 9 contains 182210 members 
Mstep: Class 10 contains 12714 members 
Mstep: Class 11 contains 59904 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 43992 members 
Mstep: Class 15 contains 12234 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25175 members 
Mstep: Class 18 contains 103898 members 
Mstep: Class 19 contains 3036 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 38906 members 
Mstep: Class 22 contains 1379 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9013 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14310 members 
Mstep: Class 29 contains 22798 members 
Mstep: Class 30 contains 3065 members 
Mstep: Class 31 contains 13443 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67877 members 
Mstep: Class 34 contains 26195 members 
Mstep: Class 35 contains 15226 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18903 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14084 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5775 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18827 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33330 members 
Mstep: Class 52 contains 7825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182064.000000 Penalty: 179445.484375
Iteration 321Q: 53 clusters Score -1.151821e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156977 members 
Mstep: Class 2 contains 2964 members 
Mstep: Class 3 contains 11917 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24783 members 
Mstep: Class 6 contains 72587 members 
Mstep: Class 7 contains 11934 members 
Mstep: Class 8 contains 1683 members 
Mstep: Class 9 contains 182210 members 
Mstep: Class 10 contains 12714 members 
Mstep: Class 11 contains 59904 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 43987 members 
Mstep: Class 15 contains 12234 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25174 members 
Mstep: Class 18 contains 103898 members 
Mstep: Class 19 contains 3036 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38909 members 
Mstep: Class 22 contains 1379 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9013 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14310 members 
Mstep: Class 29 contains 22794 members 
Mstep: Class 30 contains 3065 members 
Mstep: Class 31 contains 13443 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67878 members 
Mstep: Class 34 contains 26195 members 
Mstep: Class 35 contains 15226 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18903 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14085 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5775 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18826 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33329 members 
Mstep: Class 52 contains 7825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182088.000000 Penalty: 179445.484375
Iteration 322Q: 53 clusters Score -1.151821e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156954 members 
Mstep: Class 2 contains 2964 members 
Mstep: Class 3 contains 11917 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24782 members 
Mstep: Class 6 contains 72587 members 
Mstep: Class 7 contains 11935 members 
Mstep: Class 8 contains 1683 members 
Mstep: Class 9 contains 182217 members 
Mstep: Class 10 contains 12714 members 
Mstep: Class 11 contains 59909 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 43988 members 
Mstep: Class 15 contains 12234 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25174 members 
Mstep: Class 18 contains 103898 members 
Mstep: Class 19 contains 3036 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38910 members 
Mstep: Class 22 contains 1379 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9013 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14310 members 
Mstep: Class 29 contains 22796 members 
Mstep: Class 30 contains 3065 members 
Mstep: Class 31 contains 13443 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67886 members 
Mstep: Class 34 contains 26195 members 
Mstep: Class 35 contains 15224 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18904 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14085 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5775 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18826 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33329 members 
Mstep: Class 52 contains 7825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182024.000000 Penalty: 179445.484375
Iteration 323Q: 53 clusters Score -1.15182e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156960 members 
Mstep: Class 2 contains 2964 members 
Mstep: Class 3 contains 11917 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24783 members 
Mstep: Class 6 contains 72587 members 
Mstep: Class 7 contains 11936 members 
Mstep: Class 8 contains 1683 members 
Mstep: Class 9 contains 182215 members 
Mstep: Class 10 contains 12713 members 
Mstep: Class 11 contains 59909 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 43986 members 
Mstep: Class 15 contains 12234 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25174 members 
Mstep: Class 18 contains 103899 members 
Mstep: Class 19 contains 3036 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38909 members 
Mstep: Class 22 contains 1379 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9013 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14310 members 
Mstep: Class 29 contains 22793 members 
Mstep: Class 30 contains 3065 members 
Mstep: Class 31 contains 13443 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67887 members 
Mstep: Class 34 contains 26194 members 
Mstep: Class 35 contains 15224 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18904 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14085 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5775 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18826 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33329 members 
Mstep: Class 52 contains 7825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182144.000000 Penalty: 179445.484375
Iteration 324Q: 53 clusters Score -1.151821e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156963 members 
Mstep: Class 2 contains 2964 members 
Mstep: Class 3 contains 11917 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24782 members 
Mstep: Class 6 contains 72587 members 
Mstep: Class 7 contains 11937 members 
Mstep: Class 8 contains 1683 members 
Mstep: Class 9 contains 182213 members 
Mstep: Class 10 contains 12713 members 
Mstep: Class 11 contains 59908 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 43986 members 
Mstep: Class 15 contains 12234 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25174 members 
Mstep: Class 18 contains 103898 members 
Mstep: Class 19 contains 3036 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38909 members 
Mstep: Class 22 contains 1379 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9013 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14310 members 
Mstep: Class 29 contains 22794 members 
Mstep: Class 30 contains 3065 members 
Mstep: Class 31 contains 13443 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67887 members 
Mstep: Class 34 contains 26193 members 
Mstep: Class 35 contains 15224 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18905 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14085 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5775 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18826 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33329 members 
Mstep: Class 52 contains 7825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182096.000000 Penalty: 179445.484375
Iteration 325Q: 53 clusters Score -1.151821e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156967 members 
Mstep: Class 2 contains 2964 members 
Mstep: Class 3 contains 11916 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24782 members 
Mstep: Class 6 contains 72586 members 
Mstep: Class 7 contains 11938 members 
Mstep: Class 8 contains 1683 members 
Mstep: Class 9 contains 182213 members 
Mstep: Class 10 contains 12713 members 
Mstep: Class 11 contains 59907 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 43984 members 
Mstep: Class 15 contains 12233 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25174 members 
Mstep: Class 18 contains 103899 members 
Mstep: Class 19 contains 3036 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38908 members 
Mstep: Class 22 contains 1379 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9013 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14310 members 
Mstep: Class 29 contains 22792 members 
Mstep: Class 30 contains 3065 members 
Mstep: Class 31 contains 13443 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67890 members 
Mstep: Class 34 contains 26193 members 
Mstep: Class 35 contains 15224 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18905 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14085 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5775 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18826 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33329 members 
Mstep: Class 52 contains 7825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182136.000000 Penalty: 179445.484375
Iteration 326Q: 53 clusters Score -1.151821e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156964 members 
Mstep: Class 2 contains 2964 members 
Mstep: Class 3 contains 11916 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24782 members 
Mstep: Class 6 contains 72586 members 
Mstep: Class 7 contains 11939 members 
Mstep: Class 8 contains 1683 members 
Mstep: Class 9 contains 182210 members 
Mstep: Class 10 contains 12713 members 
Mstep: Class 11 contains 59912 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 43983 members 
Mstep: Class 15 contains 12232 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25174 members 
Mstep: Class 18 contains 103901 members 
Mstep: Class 19 contains 3036 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38907 members 
Mstep: Class 22 contains 1379 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9013 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14310 members 
Mstep: Class 29 contains 22791 members 
Mstep: Class 30 contains 3065 members 
Mstep: Class 31 contains 13443 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67889 members 
Mstep: Class 34 contains 26193 members 
Mstep: Class 35 contains 15225 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18906 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14086 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5775 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18826 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33329 members 
Mstep: Class 52 contains 7825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182072.000000 Penalty: 179445.484375
Iteration 327Q: 53 clusters Score -1.151821e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156955 members 
Mstep: Class 2 contains 2964 members 
Mstep: Class 3 contains 11915 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24782 members 
Mstep: Class 6 contains 72587 members 
Mstep: Class 7 contains 11939 members 
Mstep: Class 8 contains 1683 members 
Mstep: Class 9 contains 182211 members 
Mstep: Class 10 contains 12713 members 
Mstep: Class 11 contains 59915 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 43985 members 
Mstep: Class 15 contains 12231 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25174 members 
Mstep: Class 18 contains 103901 members 
Mstep: Class 19 contains 3036 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38907 members 
Mstep: Class 22 contains 1379 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9013 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14310 members 
Mstep: Class 29 contains 22790 members 
Mstep: Class 30 contains 3065 members 
Mstep: Class 31 contains 13444 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67894 members 
Mstep: Class 34 contains 26193 members 
Mstep: Class 35 contains 15225 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18906 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14087 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5775 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18826 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33327 members 
Mstep: Class 52 contains 7825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182104.000000 Penalty: 179445.484375
Iteration 328Q: 53 clusters Score -1.151821e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156957 members 
Mstep: Class 2 contains 2964 members 
Mstep: Class 3 contains 11915 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24782 members 
Mstep: Class 6 contains 72586 members 
Mstep: Class 7 contains 11941 members 
Mstep: Class 8 contains 1683 members 
Mstep: Class 9 contains 182212 members 
Mstep: Class 10 contains 12713 members 
Mstep: Class 11 contains 59916 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 43984 members 
Mstep: Class 15 contains 12231 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25173 members 
Mstep: Class 18 contains 103901 members 
Mstep: Class 19 contains 3036 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38906 members 
Mstep: Class 22 contains 1379 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9013 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14309 members 
Mstep: Class 29 contains 22790 members 
Mstep: Class 30 contains 3065 members 
Mstep: Class 31 contains 13445 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67893 members 
Mstep: Class 34 contains 26193 members 
Mstep: Class 35 contains 15224 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18906 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14088 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5775 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18825 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33327 members 
Mstep: Class 52 contains 7825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182128.000000 Penalty: 179445.484375
Iteration 329Q: 53 clusters Score -1.151821e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156956 members 
Mstep: Class 2 contains 2964 members 
Mstep: Class 3 contains 11915 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24782 members 
Mstep: Class 6 contains 72586 members 
Mstep: Class 7 contains 11942 members 
Mstep: Class 8 contains 1683 members 
Mstep: Class 9 contains 182210 members 
Mstep: Class 10 contains 12713 members 
Mstep: Class 11 contains 59915 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 43984 members 
Mstep: Class 15 contains 12231 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25172 members 
Mstep: Class 18 contains 103903 members 
Mstep: Class 19 contains 3036 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38904 members 
Mstep: Class 22 contains 1379 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9013 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14308 members 
Mstep: Class 29 contains 22791 members 
Mstep: Class 30 contains 3065 members 
Mstep: Class 31 contains 13445 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67896 members 
Mstep: Class 34 contains 26193 members 
Mstep: Class 35 contains 15223 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18906 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14089 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5775 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18825 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33328 members 
Mstep: Class 52 contains 7825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182056.000000 Penalty: 179445.484375
Iteration 330Q: 53 clusters Score -1.151821e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156958 members 
Mstep: Class 2 contains 2964 members 
Mstep: Class 3 contains 11911 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24782 members 
Mstep: Class 6 contains 72586 members 
Mstep: Class 7 contains 11944 members 
Mstep: Class 8 contains 1683 members 
Mstep: Class 9 contains 182208 members 
Mstep: Class 10 contains 12713 members 
Mstep: Class 11 contains 59916 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 43983 members 
Mstep: Class 15 contains 12231 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 25171 members 
Mstep: Class 18 contains 103904 members 
Mstep: Class 19 contains 3036 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38903 members 
Mstep: Class 22 contains 1379 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9013 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14307 members 
Mstep: Class 29 contains 22791 members 
Mstep: Class 30 contains 3065 members 
Mstep: Class 31 contains 13444 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67895 members 
Mstep: Class 34 contains 26194 members 
Mstep: Class 35 contains 15223 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18906 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14092 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5775 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18826 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33328 members 
Mstep: Class 52 contains 7826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181976.000000 Penalty: 179445.484375
Iteration 331Q: 53 clusters Score -1.15182e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156960 members 
Mstep: Class 2 contains 2964 members 
Mstep: Class 3 contains 11906 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24783 members 
Mstep: Class 6 contains 72586 members 
Mstep: Class 7 contains 11944 members 
Mstep: Class 8 contains 1683 members 
Mstep: Class 9 contains 182207 members 
Mstep: Class 10 contains 12713 members 
Mstep: Class 11 contains 59918 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 43981 members 
Mstep: Class 15 contains 12231 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25170 members 
Mstep: Class 18 contains 103904 members 
Mstep: Class 19 contains 3036 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38901 members 
Mstep: Class 22 contains 1379 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9014 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14305 members 
Mstep: Class 29 contains 22790 members 
Mstep: Class 30 contains 3065 members 
Mstep: Class 31 contains 13444 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67896 members 
Mstep: Class 34 contains 26194 members 
Mstep: Class 35 contains 15224 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18906 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14098 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5775 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18827 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33328 members 
Mstep: Class 52 contains 7824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182056.000000 Penalty: 179445.484375
Iteration 332Q: 53 clusters Score -1.151821e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156959 members 
Mstep: Class 2 contains 2964 members 
Mstep: Class 3 contains 11902 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24785 members 
Mstep: Class 6 contains 72586 members 
Mstep: Class 7 contains 11948 members 
Mstep: Class 8 contains 1684 members 
Mstep: Class 9 contains 182203 members 
Mstep: Class 10 contains 12713 members 
Mstep: Class 11 contains 59923 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 43982 members 
Mstep: Class 15 contains 12229 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25170 members 
Mstep: Class 18 contains 103906 members 
Mstep: Class 19 contains 3036 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38900 members 
Mstep: Class 22 contains 1379 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9014 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14304 members 
Mstep: Class 29 contains 22789 members 
Mstep: Class 30 contains 3065 members 
Mstep: Class 31 contains 13444 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67895 members 
Mstep: Class 34 contains 26193 members 
Mstep: Class 35 contains 15223 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18907 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14102 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18827 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33328 members 
Mstep: Class 52 contains 7822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181984.000000 Penalty: 179445.484375
Iteration 333Q: 53 clusters Score -1.15182e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156957 members 
Mstep: Class 2 contains 2965 members 
Mstep: Class 3 contains 11897 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24785 members 
Mstep: Class 6 contains 72586 members 
Mstep: Class 7 contains 11953 members 
Mstep: Class 8 contains 1684 members 
Mstep: Class 9 contains 182203 members 
Mstep: Class 10 contains 12713 members 
Mstep: Class 11 contains 59928 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 43978 members 
Mstep: Class 15 contains 12227 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25170 members 
Mstep: Class 18 contains 103910 members 
Mstep: Class 19 contains 3036 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38893 members 
Mstep: Class 22 contains 1379 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9014 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14304 members 
Mstep: Class 29 contains 22788 members 
Mstep: Class 30 contains 3065 members 
Mstep: Class 31 contains 13445 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67896 members 
Mstep: Class 34 contains 26193 members 
Mstep: Class 35 contains 15224 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18906 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14106 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18827 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33328 members 
Mstep: Class 52 contains 7822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182024.000000 Penalty: 179445.484375
Iteration 334Q: 53 clusters Score -1.15182e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156955 members 
Mstep: Class 2 contains 2966 members 
Mstep: Class 3 contains 11896 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24784 members 
Mstep: Class 6 contains 72586 members 
Mstep: Class 7 contains 11957 members 
Mstep: Class 8 contains 1684 members 
Mstep: Class 9 contains 182204 members 
Mstep: Class 10 contains 12713 members 
Mstep: Class 11 contains 59932 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 43971 members 
Mstep: Class 15 contains 12225 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25171 members 
Mstep: Class 18 contains 103913 members 
Mstep: Class 19 contains 3036 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38891 members 
Mstep: Class 22 contains 1379 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9013 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14303 members 
Mstep: Class 29 contains 22787 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13446 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67897 members 
Mstep: Class 34 contains 26192 members 
Mstep: Class 35 contains 15222 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18906 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14109 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18828 members 
Mstep: Class 48 contains 3618 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33327 members 
Mstep: Class 52 contains 7822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182032.000000 Penalty: 179445.484375
Iteration 335Q: 53 clusters Score -1.15182e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156955 members 
Mstep: Class 2 contains 2967 members 
Mstep: Class 3 contains 11894 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24784 members 
Mstep: Class 6 contains 72586 members 
Mstep: Class 7 contains 11962 members 
Mstep: Class 8 contains 1685 members 
Mstep: Class 9 contains 182203 members 
Mstep: Class 10 contains 12713 members 
Mstep: Class 11 contains 59934 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 43968 members 
Mstep: Class 15 contains 12225 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25171 members 
Mstep: Class 18 contains 103916 members 
Mstep: Class 19 contains 3037 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38883 members 
Mstep: Class 22 contains 1379 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9013 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14301 members 
Mstep: Class 29 contains 22787 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13446 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67896 members 
Mstep: Class 34 contains 26192 members 
Mstep: Class 35 contains 15221 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18909 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14110 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18828 members 
Mstep: Class 48 contains 3618 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33328 members 
Mstep: Class 52 contains 7822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182096.000000 Penalty: 179445.484375
Iteration 336Q: 53 clusters Score -1.151821e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156955 members 
Mstep: Class 2 contains 2969 members 
Mstep: Class 3 contains 11892 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24785 members 
Mstep: Class 6 contains 72587 members 
Mstep: Class 7 contains 11968 members 
Mstep: Class 8 contains 1685 members 
Mstep: Class 9 contains 182204 members 
Mstep: Class 10 contains 12713 members 
Mstep: Class 11 contains 59937 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 43962 members 
Mstep: Class 15 contains 12225 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25170 members 
Mstep: Class 18 contains 103914 members 
Mstep: Class 19 contains 3037 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38881 members 
Mstep: Class 22 contains 1378 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9013 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14298 members 
Mstep: Class 29 contains 22787 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13445 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67895 members 
Mstep: Class 34 contains 26192 members 
Mstep: Class 35 contains 15220 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18910 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14115 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18828 members 
Mstep: Class 48 contains 3618 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33328 members 
Mstep: Class 52 contains 7822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181888.000000 Penalty: 179445.484375
Iteration 337Q: 53 clusters Score -1.151819e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156957 members 
Mstep: Class 2 contains 2971 members 
Mstep: Class 3 contains 11892 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24783 members 
Mstep: Class 6 contains 72588 members 
Mstep: Class 7 contains 11974 members 
Mstep: Class 8 contains 1688 members 
Mstep: Class 9 contains 182204 members 
Mstep: Class 10 contains 12713 members 
Mstep: Class 11 contains 59938 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 43957 members 
Mstep: Class 15 contains 12225 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25171 members 
Mstep: Class 18 contains 103916 members 
Mstep: Class 19 contains 3036 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 38874 members 
Mstep: Class 22 contains 1377 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9013 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14299 members 
Mstep: Class 29 contains 22787 members 
Mstep: Class 30 contains 3065 members 
Mstep: Class 31 contains 13445 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67897 members 
Mstep: Class 34 contains 26191 members 
Mstep: Class 35 contains 15221 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18907 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14116 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18828 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33328 members 
Mstep: Class 52 contains 7822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182032.000000 Penalty: 179445.484375
Iteration 338Q: 53 clusters Score -1.15182e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156944 members 
Mstep: Class 2 contains 2973 members 
Mstep: Class 3 contains 11892 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24784 members 
Mstep: Class 6 contains 72587 members 
Mstep: Class 7 contains 11976 members 
Mstep: Class 8 contains 1689 members 
Mstep: Class 9 contains 182209 members 
Mstep: Class 10 contains 12713 members 
Mstep: Class 11 contains 59951 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 43943 members 
Mstep: Class 15 contains 12225 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25172 members 
Mstep: Class 18 contains 103919 members 
Mstep: Class 19 contains 3034 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 38868 members 
Mstep: Class 22 contains 1377 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9013 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14297 members 
Mstep: Class 29 contains 22788 members 
Mstep: Class 30 contains 3065 members 
Mstep: Class 31 contains 13449 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67904 members 
Mstep: Class 34 contains 26192 members 
Mstep: Class 35 contains 15223 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18906 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14113 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18827 members 
Mstep: Class 48 contains 3618 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33327 members 
Mstep: Class 52 contains 7822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181944.000000 Penalty: 179445.484375
Iteration 339Q: 53 clusters Score -1.151819e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156948 members 
Mstep: Class 2 contains 2974 members 
Mstep: Class 3 contains 11890 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24786 members 
Mstep: Class 6 contains 72587 members 
Mstep: Class 7 contains 11977 members 
Mstep: Class 8 contains 1689 members 
Mstep: Class 9 contains 182203 members 
Mstep: Class 10 contains 12713 members 
Mstep: Class 11 contains 59956 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 43942 members 
Mstep: Class 15 contains 12225 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25173 members 
Mstep: Class 18 contains 103921 members 
Mstep: Class 19 contains 3035 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38865 members 
Mstep: Class 22 contains 1377 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9013 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14297 members 
Mstep: Class 29 contains 22787 members 
Mstep: Class 30 contains 3065 members 
Mstep: Class 31 contains 13449 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67904 members 
Mstep: Class 34 contains 26192 members 
Mstep: Class 35 contains 15222 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18904 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14115 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18824 members 
Mstep: Class 48 contains 3619 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33326 members 
Mstep: Class 52 contains 7821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182104.000000 Penalty: 179445.484375
Iteration 340F: 53 clusters Score -1.151821e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156950 members 
Mstep: Class 2 contains 2976 members 
Mstep: Class 3 contains 11891 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24786 members 
Mstep: Class 6 contains 72588 members 
Mstep: Class 7 contains 11981 members 
Mstep: Class 8 contains 1689 members 
Mstep: Class 9 contains 182208 members 
Mstep: Class 10 contains 12713 members 
Mstep: Class 11 contains 59965 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 43924 members 
Mstep: Class 15 contains 12225 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25172 members 
Mstep: Class 18 contains 103927 members 
Mstep: Class 19 contains 3033 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38859 members 
Mstep: Class 22 contains 1377 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9013 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14297 members 
Mstep: Class 29 contains 22787 members 
Mstep: Class 30 contains 3065 members 
Mstep: Class 31 contains 13448 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67906 members 
Mstep: Class 34 contains 26191 members 
Mstep: Class 35 contains 15222 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18904 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14115 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18825 members 
Mstep: Class 48 contains 3618 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33326 members 
Mstep: Class 52 contains 7818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182080.000000 Penalty: 179445.484375
Iteration 341Q: 53 clusters Score -1.151821e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156951 members 
Mstep: Class 2 contains 2977 members 
Mstep: Class 3 contains 11890 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24788 members 
Mstep: Class 6 contains 72588 members 
Mstep: Class 7 contains 11990 members 
Mstep: Class 8 contains 1689 members 
Mstep: Class 9 contains 182210 members 
Mstep: Class 10 contains 12713 members 
Mstep: Class 11 contains 59972 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 43913 members 
Mstep: Class 15 contains 12225 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25171 members 
Mstep: Class 18 contains 103930 members 
Mstep: Class 19 contains 3032 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38850 members 
Mstep: Class 22 contains 1377 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9013 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14297 members 
Mstep: Class 29 contains 22785 members 
Mstep: Class 30 contains 3065 members 
Mstep: Class 31 contains 13450 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67906 members 
Mstep: Class 34 contains 26191 members 
Mstep: Class 35 contains 15223 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18904 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14115 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18823 members 
Mstep: Class 48 contains 3618 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33326 members 
Mstep: Class 52 contains 7817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182136.000000 Penalty: 179445.484375
Iteration 342Q: 53 clusters Score -1.151821e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156950 members 
Mstep: Class 2 contains 2977 members 
Mstep: Class 3 contains 11889 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24792 members 
Mstep: Class 6 contains 72588 members 
Mstep: Class 7 contains 12001 members 
Mstep: Class 8 contains 1689 members 
Mstep: Class 9 contains 182211 members 
Mstep: Class 10 contains 12713 members 
Mstep: Class 11 contains 59972 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 43908 members 
Mstep: Class 15 contains 12225 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25172 members 
Mstep: Class 18 contains 103930 members 
Mstep: Class 19 contains 3031 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38841 members 
Mstep: Class 22 contains 1377 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9012 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14297 members 
Mstep: Class 29 contains 22784 members 
Mstep: Class 30 contains 3065 members 
Mstep: Class 31 contains 13451 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67907 members 
Mstep: Class 34 contains 26188 members 
Mstep: Class 35 contains 15225 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18904 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14121 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18822 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33325 members 
Mstep: Class 52 contains 7815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182104.000000 Penalty: 179445.484375
Iteration 343Q: 53 clusters Score -1.151821e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156944 members 
Mstep: Class 2 contains 2977 members 
Mstep: Class 3 contains 11889 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24796 members 
Mstep: Class 6 contains 72588 members 
Mstep: Class 7 contains 12009 members 
Mstep: Class 8 contains 1689 members 
Mstep: Class 9 contains 182219 members 
Mstep: Class 10 contains 12713 members 
Mstep: Class 11 contains 59972 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 43903 members 
Mstep: Class 15 contains 12224 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25172 members 
Mstep: Class 18 contains 103932 members 
Mstep: Class 19 contains 3031 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38835 members 
Mstep: Class 22 contains 1377 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9012 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14297 members 
Mstep: Class 29 contains 22783 members 
Mstep: Class 30 contains 3065 members 
Mstep: Class 31 contains 13451 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67904 members 
Mstep: Class 34 contains 26188 members 
Mstep: Class 35 contains 15225 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18904 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14124 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18821 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33325 members 
Mstep: Class 52 contains 7813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181992.000000 Penalty: 179445.484375
Iteration 344Q: 53 clusters Score -1.15182e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156947 members 
Mstep: Class 2 contains 2977 members 
Mstep: Class 3 contains 11888 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24797 members 
Mstep: Class 6 contains 72588 members 
Mstep: Class 7 contains 12019 members 
Mstep: Class 8 contains 1689 members 
Mstep: Class 9 contains 182217 members 
Mstep: Class 10 contains 12714 members 
Mstep: Class 11 contains 59973 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 43899 members 
Mstep: Class 15 contains 12224 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25172 members 
Mstep: Class 18 contains 103930 members 
Mstep: Class 19 contains 3032 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38831 members 
Mstep: Class 22 contains 1377 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9012 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14298 members 
Mstep: Class 29 contains 22782 members 
Mstep: Class 30 contains 3065 members 
Mstep: Class 31 contains 13451 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67901 members 
Mstep: Class 34 contains 26186 members 
Mstep: Class 35 contains 15226 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18905 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14126 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18820 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33325 members 
Mstep: Class 52 contains 7811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181904.000000 Penalty: 179445.484375
Iteration 345Q: 53 clusters Score -1.151819e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156956 members 
Mstep: Class 2 contains 2978 members 
Mstep: Class 3 contains 11887 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24798 members 
Mstep: Class 6 contains 72588 members 
Mstep: Class 7 contains 12027 members 
Mstep: Class 8 contains 1689 members 
Mstep: Class 9 contains 182218 members 
Mstep: Class 10 contains 12714 members 
Mstep: Class 11 contains 59970 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43892 members 
Mstep: Class 15 contains 12224 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25171 members 
Mstep: Class 18 contains 103928 members 
Mstep: Class 19 contains 3032 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38827 members 
Mstep: Class 22 contains 1377 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9012 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14297 members 
Mstep: Class 29 contains 22782 members 
Mstep: Class 30 contains 3065 members 
Mstep: Class 31 contains 13451 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67900 members 
Mstep: Class 34 contains 26185 members 
Mstep: Class 35 contains 15225 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18905 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14129 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18820 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33324 members 
Mstep: Class 52 contains 7810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182056.000000 Penalty: 179445.484375
Iteration 346Q: 53 clusters Score -1.151821e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156952 members 
Mstep: Class 2 contains 2979 members 
Mstep: Class 3 contains 11886 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24800 members 
Mstep: Class 6 contains 72587 members 
Mstep: Class 7 contains 12037 members 
Mstep: Class 8 contains 1689 members 
Mstep: Class 9 contains 182216 members 
Mstep: Class 10 contains 12715 members 
Mstep: Class 11 contains 59977 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43886 members 
Mstep: Class 15 contains 12221 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25170 members 
Mstep: Class 18 contains 103929 members 
Mstep: Class 19 contains 3032 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38824 members 
Mstep: Class 22 contains 1377 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9012 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14297 members 
Mstep: Class 29 contains 22782 members 
Mstep: Class 30 contains 3065 members 
Mstep: Class 31 contains 13451 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67899 members 
Mstep: Class 34 contains 26184 members 
Mstep: Class 35 contains 15224 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18905 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14130 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18821 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33324 members 
Mstep: Class 52 contains 7810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182128.000000 Penalty: 179445.484375
Iteration 347Q: 53 clusters Score -1.151821e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156956 members 
Mstep: Class 2 contains 2981 members 
Mstep: Class 3 contains 11886 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24800 members 
Mstep: Class 6 contains 72586 members 
Mstep: Class 7 contains 12053 members 
Mstep: Class 8 contains 1688 members 
Mstep: Class 9 contains 182214 members 
Mstep: Class 10 contains 12716 members 
Mstep: Class 11 contains 59978 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43885 members 
Mstep: Class 15 contains 12217 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25171 members 
Mstep: Class 18 contains 103933 members 
Mstep: Class 19 contains 3031 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38811 members 
Mstep: Class 22 contains 1377 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9012 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14297 members 
Mstep: Class 29 contains 22780 members 
Mstep: Class 30 contains 3065 members 
Mstep: Class 31 contains 13451 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67897 members 
Mstep: Class 34 contains 26185 members 
Mstep: Class 35 contains 15223 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18905 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14129 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18821 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33323 members 
Mstep: Class 52 contains 7810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182112.000000 Penalty: 179445.484375
Iteration 348Q: 53 clusters Score -1.151821e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156959 members 
Mstep: Class 2 contains 2982 members 
Mstep: Class 3 contains 11886 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24800 members 
Mstep: Class 6 contains 72587 members 
Mstep: Class 7 contains 12064 members 
Mstep: Class 8 contains 1690 members 
Mstep: Class 9 contains 182214 members 
Mstep: Class 10 contains 12715 members 
Mstep: Class 11 contains 59976 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43882 members 
Mstep: Class 15 contains 12216 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25168 members 
Mstep: Class 18 contains 103935 members 
Mstep: Class 19 contains 3030 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38804 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9015 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14297 members 
Mstep: Class 29 contains 22780 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13452 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67897 members 
Mstep: Class 34 contains 26184 members 
Mstep: Class 35 contains 15221 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18905 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14127 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18821 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33323 members 
Mstep: Class 52 contains 7810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181992.000000 Penalty: 179445.484375
Iteration 349Q: 53 clusters Score -1.15182e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156953 members 
Mstep: Class 2 contains 2983 members 
Mstep: Class 3 contains 11886 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24800 members 
Mstep: Class 6 contains 72589 members 
Mstep: Class 7 contains 12076 members 
Mstep: Class 8 contains 1691 members 
Mstep: Class 9 contains 182212 members 
Mstep: Class 10 contains 12715 members 
Mstep: Class 11 contains 59979 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43877 members 
Mstep: Class 15 contains 12214 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25167 members 
Mstep: Class 18 contains 103934 members 
Mstep: Class 19 contains 3027 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38802 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9015 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14296 members 
Mstep: Class 29 contains 22781 members 
Mstep: Class 30 contains 3067 members 
Mstep: Class 31 contains 13453 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67902 members 
Mstep: Class 34 contains 26185 members 
Mstep: Class 35 contains 15217 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18905 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14129 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18820 members 
Mstep: Class 48 contains 3614 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33323 members 
Mstep: Class 52 contains 7810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181952.000000 Penalty: 179445.484375
Iteration 350Q: 53 clusters Score -1.15182e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156953 members 
Mstep: Class 2 contains 2985 members 
Mstep: Class 3 contains 11886 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24801 members 
Mstep: Class 6 contains 72588 members 
Mstep: Class 7 contains 12083 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182209 members 
Mstep: Class 10 contains 12716 members 
Mstep: Class 11 contains 59982 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43876 members 
Mstep: Class 15 contains 12213 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25167 members 
Mstep: Class 18 contains 103931 members 
Mstep: Class 19 contains 3025 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38801 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9014 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14295 members 
Mstep: Class 29 contains 22781 members 
Mstep: Class 30 contains 3067 members 
Mstep: Class 31 contains 13454 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67902 members 
Mstep: Class 34 contains 26186 members 
Mstep: Class 35 contains 15214 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18905 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14131 members 
Mstep: Class 44 contains 3557 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18818 members 
Mstep: Class 48 contains 3615 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33323 members 
Mstep: Class 52 contains 7809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181944.000000 Penalty: 179445.484375
Iteration 351Q: 53 clusters Score -1.151819e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156955 members 
Mstep: Class 2 contains 2986 members 
Mstep: Class 3 contains 11886 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24801 members 
Mstep: Class 6 contains 72588 members 
Mstep: Class 7 contains 12083 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182208 members 
Mstep: Class 10 contains 12715 members 
Mstep: Class 11 contains 59983 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43874 members 
Mstep: Class 15 contains 12212 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25167 members 
Mstep: Class 18 contains 103932 members 
Mstep: Class 19 contains 3025 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38800 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9015 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14294 members 
Mstep: Class 29 contains 22781 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13454 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67901 members 
Mstep: Class 34 contains 26186 members 
Mstep: Class 35 contains 15214 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18906 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14133 members 
Mstep: Class 44 contains 3558 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18817 members 
Mstep: Class 48 contains 3615 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33324 members 
Mstep: Class 52 contains 7808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182096.000000 Penalty: 179445.484375
Iteration 352Q: 53 clusters Score -1.151821e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156957 members 
Mstep: Class 2 contains 2987 members 
Mstep: Class 3 contains 11887 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24804 members 
Mstep: Class 6 contains 72588 members 
Mstep: Class 7 contains 12087 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182208 members 
Mstep: Class 10 contains 12714 members 
Mstep: Class 11 contains 59979 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43872 members 
Mstep: Class 15 contains 12211 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25168 members 
Mstep: Class 18 contains 103934 members 
Mstep: Class 19 contains 3025 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38794 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9015 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14294 members 
Mstep: Class 29 contains 22781 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13454 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67904 members 
Mstep: Class 34 contains 26184 members 
Mstep: Class 35 contains 15213 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18908 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14132 members 
Mstep: Class 44 contains 3559 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18816 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33324 members 
Mstep: Class 52 contains 7806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181936.000000 Penalty: 179445.484375
Iteration 353Q: 53 clusters Score -1.151819e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156960 members 
Mstep: Class 2 contains 2987 members 
Mstep: Class 3 contains 11884 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24803 members 
Mstep: Class 6 contains 72589 members 
Mstep: Class 7 contains 12091 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182206 members 
Mstep: Class 10 contains 12714 members 
Mstep: Class 11 contains 59980 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43870 members 
Mstep: Class 15 contains 12209 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25168 members 
Mstep: Class 18 contains 103934 members 
Mstep: Class 19 contains 3025 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38791 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9015 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14294 members 
Mstep: Class 29 contains 22780 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13454 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67904 members 
Mstep: Class 34 contains 26185 members 
Mstep: Class 35 contains 15214 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18909 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14136 members 
Mstep: Class 44 contains 3560 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18816 members 
Mstep: Class 48 contains 3615 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33324 members 
Mstep: Class 52 contains 7804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182024.000000 Penalty: 179445.484375
Iteration 354Q: 53 clusters Score -1.15182e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156958 members 
Mstep: Class 2 contains 2988 members 
Mstep: Class 3 contains 11881 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24806 members 
Mstep: Class 6 contains 72589 members 
Mstep: Class 7 contains 12092 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182207 members 
Mstep: Class 10 contains 12715 members 
Mstep: Class 11 contains 59981 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43867 members 
Mstep: Class 15 contains 12209 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25168 members 
Mstep: Class 18 contains 103936 members 
Mstep: Class 19 contains 3025 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38790 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9015 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14294 members 
Mstep: Class 29 contains 22779 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13453 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67904 members 
Mstep: Class 34 contains 26185 members 
Mstep: Class 35 contains 15213 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18910 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14136 members 
Mstep: Class 44 contains 3560 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18817 members 
Mstep: Class 48 contains 3615 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33324 members 
Mstep: Class 52 contains 7804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182072.000000 Penalty: 179445.484375
Iteration 355Q: 53 clusters Score -1.151821e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156958 members 
Mstep: Class 2 contains 2989 members 
Mstep: Class 3 contains 11879 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24809 members 
Mstep: Class 6 contains 72589 members 
Mstep: Class 7 contains 12092 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182208 members 
Mstep: Class 10 contains 12715 members 
Mstep: Class 11 contains 59983 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43864 members 
Mstep: Class 15 contains 12209 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25168 members 
Mstep: Class 18 contains 103937 members 
Mstep: Class 19 contains 3025 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38788 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9015 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14294 members 
Mstep: Class 29 contains 22777 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13453 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67902 members 
Mstep: Class 34 contains 26185 members 
Mstep: Class 35 contains 15214 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18910 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14138 members 
Mstep: Class 44 contains 3560 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18817 members 
Mstep: Class 48 contains 3615 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33324 members 
Mstep: Class 52 contains 7804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182000.000000 Penalty: 179445.484375
Iteration 356Q: 53 clusters Score -1.15182e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156957 members 
Mstep: Class 2 contains 2989 members 
Mstep: Class 3 contains 11875 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24813 members 
Mstep: Class 6 contains 72589 members 
Mstep: Class 7 contains 12093 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182206 members 
Mstep: Class 10 contains 12716 members 
Mstep: Class 11 contains 59984 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43860 members 
Mstep: Class 15 contains 12209 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25168 members 
Mstep: Class 18 contains 103939 members 
Mstep: Class 19 contains 3024 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38785 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9015 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14294 members 
Mstep: Class 29 contains 22777 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13453 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67902 members 
Mstep: Class 34 contains 26185 members 
Mstep: Class 35 contains 15215 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18911 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14142 members 
Mstep: Class 44 contains 3560 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18817 members 
Mstep: Class 48 contains 3615 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33324 members 
Mstep: Class 52 contains 7804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182048.000000 Penalty: 179445.484375
Iteration 357Q: 53 clusters Score -1.15182e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156956 members 
Mstep: Class 2 contains 2989 members 
Mstep: Class 3 contains 11874 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24816 members 
Mstep: Class 6 contains 72589 members 
Mstep: Class 7 contains 12096 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182206 members 
Mstep: Class 10 contains 12716 members 
Mstep: Class 11 contains 59986 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43856 members 
Mstep: Class 15 contains 12209 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25168 members 
Mstep: Class 18 contains 103941 members 
Mstep: Class 19 contains 3022 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38781 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9015 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14294 members 
Mstep: Class 29 contains 22777 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13453 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67899 members 
Mstep: Class 34 contains 26187 members 
Mstep: Class 35 contains 15217 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18912 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14142 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18816 members 
Mstep: Class 48 contains 3615 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33324 members 
Mstep: Class 52 contains 7804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182112.000000 Penalty: 179445.484375
Iteration 358Q: 53 clusters Score -1.151821e+08 nChanged 21
Entering ConstructFrom: 
Score: -115182112.000000 Penalty: 179445.484375
Entering ConstructFrom: 
Trying to split cluster 1 (156958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156958 members 
Entering Unmasked Estep 
Score: -17261886.000000 Penalty: 2967.005859
	Iteration 0F: 2 clusters Score -1.726189e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78735 members 
Mstep: Class 2 contains 78223 members 
Entering Unmasked Estep 
Score: -17156512.000000 Penalty: 5934.011719
	Iteration 0F: 3 clusters Score -1.715651e+07 nChanged 75445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81710 members 
Mstep: Class 2 contains 75248 members 
Entering Unmasked Estep 
Score: -17200574.000000 Penalty: 5934.011719
	Iteration 1F: 3 clusters Score -1.720057e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83468 members 
Mstep: Class 2 contains 73490 members 
Entering Unmasked Estep 
Score: -17201716.000000 Penalty: 5934.011719
	Iteration 2Q: 3 clusters Score -1.720172e+07 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86181 members 
Mstep: Class 2 contains 70777 members 
Entering Unmasked Estep 
Score: -17203082.000000 Penalty: 5934.011719
	Iteration 3Q: 3 clusters Score -1.720308e+07 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90387 members 
Mstep: Class 2 contains 66571 members 
Entering Unmasked Estep 
Score: -17205052.000000 Penalty: 5934.011719
	Iteration 4Q: 3 clusters Score -1.720505e+07 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96528 members 
Mstep: Class 2 contains 60430 members 
Entering Unmasked Estep 
Score: -17208280.000000 Penalty: 5934.011719
	Iteration 5Q: 3 clusters Score -1.720828e+07 nChanged 8940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105202 members 
Mstep: Class 2 contains 51756 members 
Entering Unmasked Estep 
Score: -17213766.000000 Penalty: 5934.011719
	Iteration 6F: 3 clusters Score -1.721377e+07 nChanged 11624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116756 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -17222856.000000 Penalty: 5934.011719
	Iteration 7F: 3 clusters Score -1.722286e+07 nChanged 13418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130168 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -17234694.000000 Penalty: 5934.011719
	Iteration 8F: 3 clusters Score -1.723469e+07 nChanged 12204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142370 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -17246230.000000 Penalty: 5934.011719
	Iteration 9F: 3 clusters Score -1.724623e+07 nChanged 8028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150398 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -17253636.000000 Penalty: 5934.011719
	Iteration 10F: 3 clusters Score -1.725364e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154197 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -17257122.000000 Penalty: 5934.011719
	Iteration 11Q: 3 clusters Score -1.725712e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155617 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -17258364.000000 Penalty: 5934.011719
	Iteration 12Q: 3 clusters Score -1.725836e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156074 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -17258834.000000 Penalty: 5934.011719
	Iteration 13Q: 3 clusters Score -1.725883e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156284 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -17259078.000000 Penalty: 5934.011719
	Iteration 14Q: 3 clusters Score -1.725908e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156363 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -17259180.000000 Penalty: 5934.011719
	Iteration 15Q: 3 clusters Score -1.725918e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156388 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -17259252.000000 Penalty: 5934.011719
	Iteration 16Q: 3 clusters Score -1.725925e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156416 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -17259292.000000 Penalty: 5934.011719
	Iteration 17Q: 3 clusters Score -1.725929e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156434 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -17259292.000000 Penalty: 5934.011719
	Iteration 18Q: 3 clusters Score -1.725929e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156444 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -17259320.000000 Penalty: 5934.011719
	Iteration 19Q: 3 clusters Score -1.725932e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156450 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -17259352.000000 Penalty: 5934.011719
	Iteration 20F: 3 clusters Score -1.725935e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156456 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -17259348.000000 Penalty: 5934.011719
	Iteration 21Q: 3 clusters Score -1.725935e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156461 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -17259376.000000 Penalty: 5934.011719
	Iteration 22Q: 3 clusters Score -1.725938e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156467 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -17259384.000000 Penalty: 5934.011719
	Iteration 23Q: 3 clusters Score -1.725938e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156470 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -17259392.000000 Penalty: 5934.011719
	Iteration 24Q: 3 clusters Score -1.725939e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156469 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -17259404.000000 Penalty: 5934.011719
	Iteration 25Q: 3 clusters Score -1.72594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156470 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -17259414.000000 Penalty: 5934.011719
	Iteration 26Q: 3 clusters Score -1.725941e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156474 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -17259412.000000 Penalty: 5934.011719
	Iteration 27Q: 3 clusters Score -1.725941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156474 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -17259404.000000 Penalty: 5934.011719
	Iteration 28Q: 3 clusters Score -1.72594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156474 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -17259404.000000 Penalty: 5934.011719
	Iteration 29Q: 3 clusters Score -1.72594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156475 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -17259410.000000 Penalty: 5934.011719
	Iteration 30Q: 3 clusters Score -1.725941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156476 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -17259410.000000 Penalty: 5934.011719
	Iteration 31Q: 3 clusters Score -1.725941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156475 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -17259420.000000 Penalty: 5934.011719
	Iteration 32Q: 3 clusters Score -1.725942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156474 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -17259428.000000 Penalty: 5934.011719
	Iteration 33Q: 3 clusters Score -1.725943e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156475 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -17259436.000000 Penalty: 5934.011719
	Iteration 34Q: 3 clusters Score -1.725944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156475 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -17259430.000000 Penalty: 5934.011719
	Iteration 35Q: 3 clusters Score -1.725943e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156475 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -17259430.000000 Penalty: 5934.011719
	Iteration 36F: 3 clusters Score -1.725943e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Entering Unmasked Estep 
Score: -259618.015625 Penalty: 1984.751221
	Iteration 0F: 2 clusters Score -259618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -256427.171875 Penalty: 3969.502441
	Iteration 0F: 3 clusters Score -256427.2 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -257212.468750 Penalty: 3969.502441
	Iteration 1F: 3 clusters Score -257212.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -257526.281250 Penalty: 3969.502441
	Iteration 2F: 3 clusters Score -257526.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -257786.625000 Penalty: 3969.502441
	Iteration 3F: 3 clusters Score -257786.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -257968.312500 Penalty: 3969.502441
	Iteration 4F: 3 clusters Score -257968.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -258105.515625 Penalty: 3969.502441
	Iteration 5Q: 3 clusters Score -258105.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -258178.984375 Penalty: 3969.502441
	Iteration 6Q: 3 clusters Score -258179 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -258222.828125 Penalty: 3969.502441
	Iteration 7Q: 3 clusters Score -258222.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -258244.875000 Penalty: 3969.502441
	Iteration 8Q: 3 clusters Score -258244.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -258257.250000 Penalty: 3969.502441
	Iteration 9Q: 3 clusters Score -258257.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -258268.750000 Penalty: 3969.502441
	Iteration 10Q: 3 clusters Score -258268.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -258278.375000 Penalty: 3969.502441
	Iteration 11Q: 3 clusters Score -258278.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -258289.187500 Penalty: 3969.502441
	Iteration 12Q: 3 clusters Score -258289.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -258292.750000 Penalty: 3969.502441
	Iteration 13Q: 3 clusters Score -258292.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -258295.593750 Penalty: 3969.502441
	Iteration 14Q: 3 clusters Score -258295.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -258297.265625 Penalty: 3969.502441
	Iteration 15Q: 3 clusters Score -258297.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -258298.390625 Penalty: 3969.502441
	Iteration 16Q: 3 clusters Score -258298.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -258299.593750 Penalty: 3969.502441
	Iteration 17Q: 3 clusters Score -258299.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -258301.718750 Penalty: 3969.502441
	Iteration 18Q: 3 clusters Score -258301.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -258302.500000 Penalty: 3969.502441
	Iteration 19Q: 3 clusters Score -258302.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -258306.171875 Penalty: 3969.502441
	Iteration 20F: 3 clusters Score -258306.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -258310.312500 Penalty: 3969.502441
	Iteration 21Q: 3 clusters Score -258310.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -258310.640625 Penalty: 3969.502441
	Iteration 22Q: 3 clusters Score -258310.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -258311.125000 Penalty: 3969.502441
	Iteration 23Q: 3 clusters Score -258311.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -258311.281250 Penalty: 3969.502441
	Iteration 24Q: 3 clusters Score -258311.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -258311.281250 Penalty: 3969.502441
	Iteration 25F: 3 clusters Score -258311.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Entering Unmasked Estep 
Score: -1216508.125000 Penalty: 2326.762451
	Iteration 0F: 2 clusters Score -1216508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1207665.000000 Penalty: 4653.524902
	Iteration 0F: 3 clusters Score -1207665 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1210468.875000 Penalty: 4653.524902
	Iteration 1F: 3 clusters Score -1210469 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1210971.375000 Penalty: 4653.524902
	Iteration 2F: 3 clusters Score -1210971 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1211406.375000 Penalty: 4653.524902
	Iteration 3F: 3 clusters Score -1211406 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1211812.875000 Penalty: 4653.524902
	Iteration 4F: 3 clusters Score -1211813 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1212177.000000 Penalty: 4653.524902
	Iteration 5F: 3 clusters Score -1212177 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1212584.250000 Penalty: 4653.524902
	Iteration 6F: 3 clusters Score -1212584 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1213012.625000 Penalty: 4653.524902
	Iteration 7F: 3 clusters Score -1213013 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1213410.625000 Penalty: 4653.524902
	Iteration 8Q: 3 clusters Score -1213411 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1213750.750000 Penalty: 4653.524902
	Iteration 9Q: 3 clusters Score -1213751 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1214022.750000 Penalty: 4653.524902
	Iteration 10Q: 3 clusters Score -1214023 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1214243.250000 Penalty: 4653.524902
	Iteration 11Q: 3 clusters Score -1214243 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1214392.250000 Penalty: 4653.524902
	Iteration 12Q: 3 clusters Score -1214392 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1214497.875000 Penalty: 4653.524902
	Iteration 13Q: 3 clusters Score -1214498 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1214587.250000 Penalty: 4653.524902
	Iteration 14Q: 3 clusters Score -1214587 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1214654.125000 Penalty: 4653.524902
	Iteration 15Q: 3 clusters Score -1214654 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1214708.750000 Penalty: 4653.524902
	Iteration 16Q: 3 clusters Score -1214709 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1214759.375000 Penalty: 4653.524902
	Iteration 17Q: 3 clusters Score -1214759 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1214796.750000 Penalty: 4653.524902
	Iteration 18Q: 3 clusters Score -1214797 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1214832.875000 Penalty: 4653.524902
	Iteration 19Q: 3 clusters Score -1214833 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1214864.000000 Penalty: 4653.524902
	Iteration 20F: 3 clusters Score -1214864 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1214885.000000 Penalty: 4653.524902
	Iteration 21Q: 3 clusters Score -1214885 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1214909.000000 Penalty: 4653.524902
	Iteration 22Q: 3 clusters Score -1214909 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1214929.375000 Penalty: 4653.524902
	Iteration 23Q: 3 clusters Score -1214929 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1214955.625000 Penalty: 4653.524902
	Iteration 24Q: 3 clusters Score -1214956 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1214979.125000 Penalty: 4653.524902
	Iteration 25Q: 3 clusters Score -1214979 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1215002.750000 Penalty: 4653.524902
	Iteration 26Q: 3 clusters Score -1215003 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1215013.500000 Penalty: 4653.524902
	Iteration 27Q: 3 clusters Score -1215014 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1215022.750000 Penalty: 4653.524902
	Iteration 28Q: 3 clusters Score -1215023 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1215031.750000 Penalty: 4653.524902
	Iteration 29Q: 3 clusters Score -1215032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1215035.375000 Penalty: 4653.524902
	Iteration 30Q: 3 clusters Score -1215035 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1215047.250000 Penalty: 4653.524902
	Iteration 31Q: 3 clusters Score -1215047 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1215056.875000 Penalty: 4653.524902
	Iteration 32Q: 3 clusters Score -1215057 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1215064.375000 Penalty: 4653.524902
	Iteration 33Q: 3 clusters Score -1215064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1215076.375000 Penalty: 4653.524902
	Iteration 34Q: 3 clusters Score -1215076 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1215087.625000 Penalty: 4653.524902
	Iteration 35Q: 3 clusters Score -1215088 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1215096.875000 Penalty: 4653.524902
	Iteration 36Q: 3 clusters Score -1215097 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1215105.125000 Penalty: 4653.524902
	Iteration 37Q: 3 clusters Score -1215105 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1215109.000000 Penalty: 4653.524902
	Iteration 38Q: 3 clusters Score -1215109 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1215117.625000 Penalty: 4653.524902
	Iteration 39Q: 3 clusters Score -1215118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1215122.500000 Penalty: 4653.524902
	Iteration 40F: 3 clusters Score -1215122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1215131.000000 Penalty: 4653.524902
	Iteration 41Q: 3 clusters Score -1215131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1215130.625000 Penalty: 4653.524902
	Iteration 42Q: 3 clusters Score -1215131 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1215136.375000 Penalty: 4653.524902
	Iteration 43Q: 3 clusters Score -1215136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1215141.125000 Penalty: 4653.524902
	Iteration 44Q: 3 clusters Score -1215141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1215142.375000 Penalty: 4653.524902
	Iteration 45Q: 3 clusters Score -1215142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1215143.000000 Penalty: 4653.524902
	Iteration 46Q: 3 clusters Score -1215143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1215148.625000 Penalty: 4653.524902
	Iteration 47Q: 3 clusters Score -1215149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1215150.750000 Penalty: 4653.524902
	Iteration 48Q: 3 clusters Score -1215151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1215156.125000 Penalty: 4653.524902
	Iteration 49Q: 3 clusters Score -1215156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1215159.000000 Penalty: 4653.524902
	Iteration 50Q: 3 clusters Score -1215159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1215161.875000 Penalty: 4653.524902
	Iteration 51Q: 3 clusters Score -1215162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1215164.250000 Penalty: 4653.524902
	Iteration 52Q: 3 clusters Score -1215164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1215170.625000 Penalty: 4653.524902
	Iteration 53Q: 3 clusters Score -1215171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1215173.875000 Penalty: 4653.524902
	Iteration 54Q: 3 clusters Score -1215174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1215176.125000 Penalty: 4653.524902
	Iteration 55Q: 3 clusters Score -1215176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1215181.250000 Penalty: 4653.524902
	Iteration 56Q: 3 clusters Score -1215181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1215185.625000 Penalty: 4653.524902
	Iteration 57Q: 3 clusters Score -1215186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1215189.000000 Penalty: 4653.524902
	Iteration 58Q: 3 clusters Score -1215189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1215194.250000 Penalty: 4653.524902
	Iteration 59Q: 3 clusters Score -1215194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1215200.000000 Penalty: 4653.524902
	Iteration 60F: 3 clusters Score -1215200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1215207.250000 Penalty: 4653.524902
	Iteration 61Q: 3 clusters Score -1215207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1215215.000000 Penalty: 4653.524902
	Iteration 62Q: 3 clusters Score -1215215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1215218.750000 Penalty: 4653.524902
	Iteration 63Q: 3 clusters Score -1215219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1215226.250000 Penalty: 4653.524902
	Iteration 64Q: 3 clusters Score -1215226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1215233.750000 Penalty: 4653.524902
	Iteration 65Q: 3 clusters Score -1215234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1215240.375000 Penalty: 4653.524902
	Iteration 66Q: 3 clusters Score -1215240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1215251.625000 Penalty: 4653.524902
	Iteration 67Q: 3 clusters Score -1215252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1215264.125000 Penalty: 4653.524902
	Iteration 68Q: 3 clusters Score -1215264 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1215283.750000 Penalty: 4653.524902
	Iteration 69Q: 3 clusters Score -1215284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1215292.125000 Penalty: 4653.524902
	Iteration 70Q: 3 clusters Score -1215292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1215300.375000 Penalty: 4653.524902
	Iteration 71Q: 3 clusters Score -1215300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1215304.625000 Penalty: 4653.524902
	Iteration 72Q: 3 clusters Score -1215305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1215306.750000 Penalty: 4653.524902
	Iteration 73Q: 3 clusters Score -1215307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1215309.875000 Penalty: 4653.524902
	Iteration 74Q: 3 clusters Score -1215310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1215314.750000 Penalty: 4653.524902
	Iteration 75Q: 3 clusters Score -1215315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1215318.250000 Penalty: 4653.524902
	Iteration 76Q: 3 clusters Score -1215318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1215317.625000 Penalty: 4653.524902
	Iteration 77Q: 3 clusters Score -1215318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1215319.875000 Penalty: 4653.524902
	Iteration 78Q: 3 clusters Score -1215320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1215321.625000 Penalty: 4653.524902
	Iteration 79Q: 3 clusters Score -1215322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1215323.250000 Penalty: 4653.524902
	Iteration 80F: 3 clusters Score -1215323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1215323.750000 Penalty: 4653.524902
	Iteration 81Q: 3 clusters Score -1215324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1215323.750000 Penalty: 4653.524902
	Iteration 82F: 3 clusters Score -1215324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Entering Unmasked Estep 
Score: -144021.140625 Penalty: 1808.499634
	Iteration 0F: 2 clusters Score -144021.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -141907.859375 Penalty: 3616.999268
	Iteration 0F: 3 clusters Score -141907.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -142563.062500 Penalty: 3616.999268
	Iteration 1F: 3 clusters Score -142563.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -142935.687500 Penalty: 3616.999268
	Iteration 2F: 3 clusters Score -142935.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -143235.546875 Penalty: 3616.999268
	Iteration 3F: 3 clusters Score -143235.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -143458.171875 Penalty: 3616.999268
	Iteration 4F: 3 clusters Score -143458.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -143605.890625 Penalty: 3616.999268
	Iteration 5F: 3 clusters Score -143605.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -143705.640625 Penalty: 3616.999268
	Iteration 6Q: 3 clusters Score -143705.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -143842.671875 Penalty: 3616.999268
	Iteration 7Q: 3 clusters Score -143842.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -143953.265625 Penalty: 3616.999268
	Iteration 8Q: 3 clusters Score -143953.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -143994.781250 Penalty: 3616.999268
	Iteration 9Q: 3 clusters Score -143994.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -144014.859375 Penalty: 3616.999268
	Iteration 10Q: 3 clusters Score -144014.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -144022.328125 Penalty: 3616.999268
	Iteration 11Q: 3 clusters Score -144022.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -144025.875000 Penalty: 3616.999268
	Iteration 12Q: 3 clusters Score -144025.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -144027.046875 Penalty: 3616.999268
	Iteration 13Q: 3 clusters Score -144027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -144028.125000 Penalty: 3616.999268
	Iteration 14Q: 3 clusters Score -144028.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -144029.921875 Penalty: 3616.999268
	Iteration 15F: 3 clusters Score -144029.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -144061.906250 Penalty: 3616.999268
	Iteration 16Q: 3 clusters Score -144061.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -144073.703125 Penalty: 3616.999268
	Iteration 17Q: 3 clusters Score -144073.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -144085.921875 Penalty: 3616.999268
	Iteration 18Q: 3 clusters Score -144085.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -144105.156250 Penalty: 3616.999268
	Iteration 19Q: 3 clusters Score -144105.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -144168.375000 Penalty: 3616.999268
	Iteration 20F: 3 clusters Score -144168.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -144173.937500 Penalty: 3616.999268
	Iteration 21Q: 3 clusters Score -144173.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -144176.609375 Penalty: 3616.999268
	Iteration 22Q: 3 clusters Score -144176.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -144176.609375 Penalty: 3616.999268
	Iteration 23F: 3 clusters Score -144176.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156958 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11874 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 24818 members 
Mstep: Class 6 contains 72589 members 
Mstep: Class 7 contains 12099 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182207 members 
Mstep: Class 10 contains 12716 members 
Mstep: Class 11 contains 59987 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43850 members 
Mstep: Class 15 contains 12209 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25167 members 
Mstep: Class 18 contains 103942 members 
Mstep: Class 19 contains 3021 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38778 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9015 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14293 members 
Mstep: Class 29 contains 22777 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13453 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67900 members 
Mstep: Class 34 contains 26188 members 
Mstep: Class 35 contains 15215 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18913 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14142 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18816 members 
Mstep: Class 48 contains 3615 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33324 members 
Mstep: Class 52 contains 7804 members 
Mstep: Class 53 contains 1022 members 
Entering Unmasked Estep 
Score: -115180576.000000 Penalty: 182896.359375
Splitting cluster 4 changes total score from -115182112.000000 to -115180576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (24818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Entering Unmasked Estep 
Score: -2577334.500000 Penalty: 2509.592529
	Iteration 0F: 2 clusters Score -2577334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -2560240.500000 Penalty: 5019.185059
	Iteration 0F: 3 clusters Score -2560240 nChanged 11050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2566434.500000 Penalty: 5019.185059
	Iteration 1F: 3 clusters Score -2566434 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -2567073.000000 Penalty: 5019.185059
	Iteration 2F: 3 clusters Score -2567073 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -2567767.500000 Penalty: 5019.185059
	Iteration 3F: 3 clusters Score -2567768 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -2568520.000000 Penalty: 5019.185059
	Iteration 4F: 3 clusters Score -2568520 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2569489.750000 Penalty: 5019.185059
	Iteration 5F: 3 clusters Score -2569490 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -2570756.000000 Penalty: 5019.185059
	Iteration 6F: 3 clusters Score -2570756 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2572110.250000 Penalty: 5019.185059
	Iteration 7F: 3 clusters Score -2572110 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -2573247.500000 Penalty: 5019.185059
	Iteration 8F: 3 clusters Score -2573248 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -2573934.250000 Penalty: 5019.185059
	Iteration 9Q: 3 clusters Score -2573934 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -2574329.250000 Penalty: 5019.185059
	Iteration 10Q: 3 clusters Score -2574329 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -2574528.500000 Penalty: 5019.185059
	Iteration 11Q: 3 clusters Score -2574528 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2574667.750000 Penalty: 5019.185059
	Iteration 12Q: 3 clusters Score -2574668 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2574752.750000 Penalty: 5019.185059
	Iteration 13Q: 3 clusters Score -2574753 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -2574820.500000 Penalty: 5019.185059
	Iteration 14Q: 3 clusters Score -2574820 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -2574879.500000 Penalty: 5019.185059
	Iteration 15Q: 3 clusters Score -2574880 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -2574932.250000 Penalty: 5019.185059
	Iteration 16Q: 3 clusters Score -2574932 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -2574964.250000 Penalty: 5019.185059
	Iteration 17Q: 3 clusters Score -2574964 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2574974.750000 Penalty: 5019.185059
	Iteration 18Q: 3 clusters Score -2574975 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -2574992.000000 Penalty: 5019.185059
	Iteration 19Q: 3 clusters Score -2574992 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -2574998.500000 Penalty: 5019.185059
	Iteration 20F: 3 clusters Score -2574998 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -2575009.250000 Penalty: 5019.185059
	Iteration 21Q: 3 clusters Score -2575009 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -2575017.250000 Penalty: 5019.185059
	Iteration 22Q: 3 clusters Score -2575017 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -2575018.750000 Penalty: 5019.185059
	Iteration 23Q: 3 clusters Score -2575019 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -2575023.500000 Penalty: 5019.185059
	Iteration 24Q: 3 clusters Score -2575024 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -2575026.750000 Penalty: 5019.185059
	Iteration 25Q: 3 clusters Score -2575027 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -2575033.500000 Penalty: 5019.185059
	Iteration 26Q: 3 clusters Score -2575034 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -2575051.500000 Penalty: 5019.185059
	Iteration 27Q: 3 clusters Score -2575052 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -2575056.500000 Penalty: 5019.185059
	Iteration 28Q: 3 clusters Score -2575056 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -2575049.500000 Penalty: 5019.185059
	Iteration 29Q: 3 clusters Score -2575050 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -2575048.250000 Penalty: 5019.185059
	Iteration 30Q: 3 clusters Score -2575048 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -2575056.000000 Penalty: 5019.185059
	Iteration 31Q: 3 clusters Score -2575056 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -2575063.000000 Penalty: 5019.185059
	Iteration 32Q: 3 clusters Score -2575063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -2575064.500000 Penalty: 5019.185059
	Iteration 33Q: 3 clusters Score -2575064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -2575068.500000 Penalty: 5019.185059
	Iteration 34Q: 3 clusters Score -2575068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -2575060.750000 Penalty: 5019.185059
	Iteration 35Q: 3 clusters Score -2575061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -2575061.500000 Penalty: 5019.185059
	Iteration 36Q: 3 clusters Score -2575062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -2575064.750000 Penalty: 5019.185059
	Iteration 37Q: 3 clusters Score -2575065 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -2575065.750000 Penalty: 5019.185059
	Iteration 38Q: 3 clusters Score -2575066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -2575070.500000 Penalty: 5019.185059
	Iteration 39Q: 3 clusters Score -2575070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -2575072.750000 Penalty: 5019.185059
	Iteration 40F: 3 clusters Score -2575073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -2575077.000000 Penalty: 5019.185059
	Iteration 41Q: 3 clusters Score -2575077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -2575079.250000 Penalty: 5019.185059
	Iteration 42Q: 3 clusters Score -2575079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -2575075.250000 Penalty: 5019.185059
	Iteration 43Q: 3 clusters Score -2575075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -2575078.250000 Penalty: 5019.185059
	Iteration 44Q: 3 clusters Score -2575078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -2575077.750000 Penalty: 5019.185059
	Iteration 45Q: 3 clusters Score -2575078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -2575084.500000 Penalty: 5019.185059
	Iteration 46Q: 3 clusters Score -2575084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -2575085.500000 Penalty: 5019.185059
	Iteration 47Q: 3 clusters Score -2575086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -2575077.750000 Penalty: 5019.185059
	Iteration 48Q: 3 clusters Score -2575078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -2575075.250000 Penalty: 5019.185059
	Iteration 49Q: 3 clusters Score -2575075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -2575082.750000 Penalty: 5019.185059
	Iteration 50Q: 3 clusters Score -2575083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -2575080.000000 Penalty: 5019.185059
	Iteration 51Q: 3 clusters Score -2575080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -2575077.750000 Penalty: 5019.185059
	Iteration 52Q: 3 clusters Score -2575078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -2575077.750000 Penalty: 5019.185059
	Iteration 53Q: 3 clusters Score -2575078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -2575081.250000 Penalty: 5019.185059
	Iteration 54Q: 3 clusters Score -2575081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -2575080.000000 Penalty: 5019.185059
	Iteration 55Q: 3 clusters Score -2575080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -2575080.000000 Penalty: 5019.185059
	Iteration 56Q: 3 clusters Score -2575080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -2575081.500000 Penalty: 5019.185059
	Iteration 57Q: 3 clusters Score -2575082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -2575081.500000 Penalty: 5019.185059
	Iteration 58F: 3 clusters Score -2575082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (72589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72589 members 
Entering Unmasked Estep 
Score: -8086289.000000 Penalty: 2775.757080
	Iteration 0F: 2 clusters Score -8086289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 36451 members 
Entering Unmasked Estep 
Score: -8037894.500000 Penalty: 5551.514160
	Iteration 0F: 3 clusters Score -8037894 nChanged 33951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34193 members 
Mstep: Class 2 contains 38396 members 
Entering Unmasked Estep 
Score: -8056920.500000 Penalty: 5551.514160
	Iteration 1F: 3 clusters Score -8056920 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -8057703.000000 Penalty: 5551.514160
	Iteration 2Q: 3 clusters Score -8057703 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -8058658.000000 Penalty: 5551.514160
	Iteration 3Q: 3 clusters Score -8058658 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 44674 members 
Entering Unmasked Estep 
Score: -8060132.500000 Penalty: 5551.514160
	Iteration 4Q: 3 clusters Score -8060132 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 48623 members 
Entering Unmasked Estep 
Score: -8062526.000000 Penalty: 5551.514160
	Iteration 5F: 3 clusters Score -8062526 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 53727 members 
Entering Unmasked Estep 
Score: -8066176.000000 Penalty: 5551.514160
	Iteration 6F: 3 clusters Score -8066176 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 59507 members 
Entering Unmasked Estep 
Score: -8071068.500000 Penalty: 5551.514160
	Iteration 7F: 3 clusters Score -8071068 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 64959 members 
Entering Unmasked Estep 
Score: -8076169.500000 Penalty: 5551.514160
	Iteration 8F: 3 clusters Score -8076170 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 69105 members 
Entering Unmasked Estep 
Score: -8080299.000000 Penalty: 5551.514160
	Iteration 9F: 3 clusters Score -8080299 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 71311 members 
Entering Unmasked Estep 
Score: -8082494.500000 Penalty: 5551.514160
	Iteration 10Q: 3 clusters Score -8082494 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 72079 members 
Entering Unmasked Estep 
Score: -8083311.500000 Penalty: 5551.514160
	Iteration 11Q: 3 clusters Score -8083312 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 72281 members 
Entering Unmasked Estep 
Score: -8083573.500000 Penalty: 5551.514160
	Iteration 12Q: 3 clusters Score -8083574 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 72334 members 
Entering Unmasked Estep 
Score: -8083656.000000 Penalty: 5551.514160
	Iteration 13Q: 3 clusters Score -8083656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 72355 members 
Entering Unmasked Estep 
Score: -8083698.500000 Penalty: 5551.514160
	Iteration 14Q: 3 clusters Score -8083698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 72367 members 
Entering Unmasked Estep 
Score: -8083724.000000 Penalty: 5551.514160
	Iteration 15Q: 3 clusters Score -8083724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 72367 members 
Entering Unmasked Estep 
Score: -8083748.000000 Penalty: 5551.514160
	Iteration 16Q: 3 clusters Score -8083748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 72371 members 
Entering Unmasked Estep 
Score: -8083754.000000 Penalty: 5551.514160
	Iteration 17Q: 3 clusters Score -8083754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 72373 members 
Entering Unmasked Estep 
Score: -8083760.000000 Penalty: 5551.514160
	Iteration 18Q: 3 clusters Score -8083760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 72377 members 
Entering Unmasked Estep 
Score: -8083778.500000 Penalty: 5551.514160
	Iteration 19Q: 3 clusters Score -8083778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 72376 members 
Entering Unmasked Estep 
Score: -8083783.000000 Penalty: 5551.514160
	Iteration 20F: 3 clusters Score -8083783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 72377 members 
Entering Unmasked Estep 
Score: -8083782.500000 Penalty: 5551.514160
	Iteration 21Q: 3 clusters Score -8083782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 72377 members 
Entering Unmasked Estep 
Score: -8083782.500000 Penalty: 5551.514160
	Iteration 22F: 3 clusters Score -8083782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Entering Unmasked Estep 
Score: -1207621.250000 Penalty: 2331.417725
	Iteration 0F: 2 clusters Score -1207621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1198521.375000 Penalty: 4662.835449
	Iteration 0F: 3 clusters Score -1198521 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1201240.125000 Penalty: 4662.835449
	Iteration 1F: 3 clusters Score -1201240 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1201603.750000 Penalty: 4662.835449
	Iteration 2F: 3 clusters Score -1201604 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1201892.750000 Penalty: 4662.835449
	Iteration 3F: 3 clusters Score -1201893 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1202161.500000 Penalty: 4662.835449
	Iteration 4Q: 3 clusters Score -1202162 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1202412.750000 Penalty: 4662.835449
	Iteration 5Q: 3 clusters Score -1202413 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1202670.750000 Penalty: 4662.835449
	Iteration 6Q: 3 clusters Score -1202671 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1202919.125000 Penalty: 4662.835449
	Iteration 7Q: 3 clusters Score -1202919 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1203150.500000 Penalty: 4662.835449
	Iteration 8Q: 3 clusters Score -1203150 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1203382.125000 Penalty: 4662.835449
	Iteration 9Q: 3 clusters Score -1203382 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1203599.000000 Penalty: 4662.835449
	Iteration 10Q: 3 clusters Score -1203599 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1203822.375000 Penalty: 4662.835449
	Iteration 11Q: 3 clusters Score -1203822 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1204009.750000 Penalty: 4662.835449
	Iteration 12Q: 3 clusters Score -1204010 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1204178.125000 Penalty: 4662.835449
	Iteration 13Q: 3 clusters Score -1204178 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1204314.875000 Penalty: 4662.835449
	Iteration 14Q: 3 clusters Score -1204315 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1204443.750000 Penalty: 4662.835449
	Iteration 15Q: 3 clusters Score -1204444 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1204572.750000 Penalty: 4662.835449
	Iteration 16Q: 3 clusters Score -1204573 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1204697.000000 Penalty: 4662.835449
	Iteration 17Q: 3 clusters Score -1204697 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1204805.750000 Penalty: 4662.835449
	Iteration 18Q: 3 clusters Score -1204806 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1204895.625000 Penalty: 4662.835449
	Iteration 19Q: 3 clusters Score -1204896 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1204972.625000 Penalty: 4662.835449
	Iteration 20F: 3 clusters Score -1204973 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1205041.000000 Penalty: 4662.835449
	Iteration 21Q: 3 clusters Score -1205041 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1205092.250000 Penalty: 4662.835449
	Iteration 22Q: 3 clusters Score -1205092 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1205138.125000 Penalty: 4662.835449
	Iteration 23Q: 3 clusters Score -1205138 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1205172.500000 Penalty: 4662.835449
	Iteration 24Q: 3 clusters Score -1205172 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1205200.000000 Penalty: 4662.835449
	Iteration 25Q: 3 clusters Score -1205200 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1205229.000000 Penalty: 4662.835449
	Iteration 26Q: 3 clusters Score -1205229 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1205253.875000 Penalty: 4662.835449
	Iteration 27Q: 3 clusters Score -1205254 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1205275.000000 Penalty: 4662.835449
	Iteration 28Q: 3 clusters Score -1205275 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1205294.000000 Penalty: 4662.835449
	Iteration 29Q: 3 clusters Score -1205294 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1205312.125000 Penalty: 4662.835449
	Iteration 30Q: 3 clusters Score -1205312 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1205322.625000 Penalty: 4662.835449
	Iteration 31Q: 3 clusters Score -1205323 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1205340.375000 Penalty: 4662.835449
	Iteration 32Q: 3 clusters Score -1205340 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1205352.250000 Penalty: 4662.835449
	Iteration 33Q: 3 clusters Score -1205352 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1205359.500000 Penalty: 4662.835449
	Iteration 34Q: 3 clusters Score -1205360 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1205371.375000 Penalty: 4662.835449
	Iteration 35Q: 3 clusters Score -1205371 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1205382.750000 Penalty: 4662.835449
	Iteration 36Q: 3 clusters Score -1205383 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1205393.625000 Penalty: 4662.835449
	Iteration 37Q: 3 clusters Score -1205394 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1205404.875000 Penalty: 4662.835449
	Iteration 38Q: 3 clusters Score -1205405 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1205417.000000 Penalty: 4662.835449
	Iteration 39Q: 3 clusters Score -1205417 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1205423.750000 Penalty: 4662.835449
	Iteration 40F: 3 clusters Score -1205424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1205426.625000 Penalty: 4662.835449
	Iteration 41Q: 3 clusters Score -1205427 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1205431.125000 Penalty: 4662.835449
	Iteration 42Q: 3 clusters Score -1205431 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1205437.750000 Penalty: 4662.835449
	Iteration 43Q: 3 clusters Score -1205438 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1205442.500000 Penalty: 4662.835449
	Iteration 44Q: 3 clusters Score -1205442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1205443.375000 Penalty: 4662.835449
	Iteration 45Q: 3 clusters Score -1205443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1205449.625000 Penalty: 4662.835449
	Iteration 46Q: 3 clusters Score -1205450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1205454.125000 Penalty: 4662.835449
	Iteration 47Q: 3 clusters Score -1205454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1205456.875000 Penalty: 4662.835449
	Iteration 48Q: 3 clusters Score -1205457 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1205457.250000 Penalty: 4662.835449
	Iteration 49Q: 3 clusters Score -1205457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1205464.750000 Penalty: 4662.835449
	Iteration 50Q: 3 clusters Score -1205465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1205467.875000 Penalty: 4662.835449
	Iteration 51Q: 3 clusters Score -1205468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1205471.375000 Penalty: 4662.835449
	Iteration 52Q: 3 clusters Score -1205471 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1205478.125000 Penalty: 4662.835449
	Iteration 53Q: 3 clusters Score -1205478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1205479.500000 Penalty: 4662.835449
	Iteration 54Q: 3 clusters Score -1205480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1205484.000000 Penalty: 4662.835449
	Iteration 55Q: 3 clusters Score -1205484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1205486.625000 Penalty: 4662.835449
	Iteration 56Q: 3 clusters Score -1205487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1205490.875000 Penalty: 4662.835449
	Iteration 57Q: 3 clusters Score -1205491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1205494.250000 Penalty: 4662.835449
	Iteration 58Q: 3 clusters Score -1205494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1205496.875000 Penalty: 4662.835449
	Iteration 59Q: 3 clusters Score -1205497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1205501.000000 Penalty: 4662.835449
	Iteration 60F: 3 clusters Score -1205501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1205504.375000 Penalty: 4662.835449
	Iteration 61Q: 3 clusters Score -1205504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1205510.625000 Penalty: 4662.835449
	Iteration 62Q: 3 clusters Score -1205511 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1205514.875000 Penalty: 4662.835449
	Iteration 63Q: 3 clusters Score -1205515 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1205524.250000 Penalty: 4662.835449
	Iteration 64Q: 3 clusters Score -1205524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1205529.750000 Penalty: 4662.835449
	Iteration 65Q: 3 clusters Score -1205530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1205536.250000 Penalty: 4662.835449
	Iteration 66Q: 3 clusters Score -1205536 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1205544.375000 Penalty: 4662.835449
	Iteration 67Q: 3 clusters Score -1205544 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1205554.250000 Penalty: 4662.835449
	Iteration 68Q: 3 clusters Score -1205554 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1205568.375000 Penalty: 4662.835449
	Iteration 69Q: 3 clusters Score -1205568 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1205586.250000 Penalty: 4662.835449
	Iteration 70Q: 3 clusters Score -1205586 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1205604.000000 Penalty: 4662.835449
	Iteration 71Q: 3 clusters Score -1205604 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1205628.625000 Penalty: 4662.835449
	Iteration 72Q: 3 clusters Score -1205629 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1205646.875000 Penalty: 4662.835449
	Iteration 73Q: 3 clusters Score -1205647 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1205671.750000 Penalty: 4662.835449
	Iteration 74Q: 3 clusters Score -1205672 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1205688.875000 Penalty: 4662.835449
	Iteration 75Q: 3 clusters Score -1205689 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1205706.250000 Penalty: 4662.835449
	Iteration 76Q: 3 clusters Score -1205706 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1205717.625000 Penalty: 4662.835449
	Iteration 77Q: 3 clusters Score -1205718 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1205733.250000 Penalty: 4662.835449
	Iteration 78Q: 3 clusters Score -1205733 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1205748.375000 Penalty: 4662.835449
	Iteration 79Q: 3 clusters Score -1205748 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1205762.625000 Penalty: 4662.835449
	Iteration 80F: 3 clusters Score -1205763 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1205767.625000 Penalty: 4662.835449
	Iteration 81Q: 3 clusters Score -1205768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1205770.250000 Penalty: 4662.835449
	Iteration 82Q: 3 clusters Score -1205770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1205775.375000 Penalty: 4662.835449
	Iteration 83Q: 3 clusters Score -1205775 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1205779.250000 Penalty: 4662.835449
	Iteration 84Q: 3 clusters Score -1205779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1205784.250000 Penalty: 4662.835449
	Iteration 85Q: 3 clusters Score -1205784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1205786.125000 Penalty: 4662.835449
	Iteration 86Q: 3 clusters Score -1205786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1205790.500000 Penalty: 4662.835449
	Iteration 87Q: 3 clusters Score -1205790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1205795.125000 Penalty: 4662.835449
	Iteration 88Q: 3 clusters Score -1205795 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1205799.250000 Penalty: 4662.835449
	Iteration 89Q: 3 clusters Score -1205799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1205803.500000 Penalty: 4662.835449
	Iteration 90Q: 3 clusters Score -1205804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1205810.250000 Penalty: 4662.835449
	Iteration 91Q: 3 clusters Score -1205810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1205809.000000 Penalty: 4662.835449
	Iteration 92Q: 3 clusters Score -1205809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1205811.375000 Penalty: 4662.835449
	Iteration 93Q: 3 clusters Score -1205811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1205814.250000 Penalty: 4662.835449
	Iteration 94Q: 3 clusters Score -1205814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1205815.125000 Penalty: 4662.835449
	Iteration 95Q: 3 clusters Score -1205815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1205815.500000 Penalty: 4662.835449
	Iteration 96Q: 3 clusters Score -1205816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1205815.500000 Penalty: 4662.835449
	Iteration 97F: 3 clusters Score -1205816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Entering Unmasked Estep 
Score: -149320.953125 Penalty: 1843.549316
	Iteration 0F: 2 clusters Score -149321 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 835 members 
Entering Unmasked Estep 
Score: -146932.562500 Penalty: 3687.098633
	Iteration 0F: 3 clusters Score -146932.6 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -147371.453125 Penalty: 3687.098633
	Iteration 1F: 3 clusters Score -147371.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -147496.109375 Penalty: 3687.098633
	Iteration 2F: 3 clusters Score -147496.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -147567.687500 Penalty: 3687.098633
	Iteration 3Q: 3 clusters Score -147567.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -147628.109375 Penalty: 3687.098633
	Iteration 4Q: 3 clusters Score -147628.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -147676.750000 Penalty: 3687.098633
	Iteration 5Q: 3 clusters Score -147676.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -147719.625000 Penalty: 3687.098633
	Iteration 6Q: 3 clusters Score -147719.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -147754.953125 Penalty: 3687.098633
	Iteration 7Q: 3 clusters Score -147755 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -147791.343750 Penalty: 3687.098633
	Iteration 8Q: 3 clusters Score -147791.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -147814.890625 Penalty: 3687.098633
	Iteration 9Q: 3 clusters Score -147814.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -147841.093750 Penalty: 3687.098633
	Iteration 10Q: 3 clusters Score -147841.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -147860.781250 Penalty: 3687.098633
	Iteration 11Q: 3 clusters Score -147860.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -147874.593750 Penalty: 3687.098633
	Iteration 12Q: 3 clusters Score -147874.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -147884.359375 Penalty: 3687.098633
	Iteration 13Q: 3 clusters Score -147884.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -147898.000000 Penalty: 3687.098633
	Iteration 14Q: 3 clusters Score -147898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -147906.343750 Penalty: 3687.098633
	Iteration 15Q: 3 clusters Score -147906.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -147921.156250 Penalty: 3687.098633
	Iteration 16Q: 3 clusters Score -147921.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -147926.250000 Penalty: 3687.098633
	Iteration 17Q: 3 clusters Score -147926.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -147929.890625 Penalty: 3687.098633
	Iteration 18Q: 3 clusters Score -147929.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -147935.187500 Penalty: 3687.098633
	Iteration 19Q: 3 clusters Score -147935.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -147941.093750 Penalty: 3687.098633
	Iteration 20F: 3 clusters Score -147941.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -147943.984375 Penalty: 3687.098633
	Iteration 21Q: 3 clusters Score -147944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -147948.921875 Penalty: 3687.098633
	Iteration 22Q: 3 clusters Score -147948.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -147952.703125 Penalty: 3687.098633
	Iteration 23Q: 3 clusters Score -147952.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -147955.984375 Penalty: 3687.098633
	Iteration 24Q: 3 clusters Score -147956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -147957.406250 Penalty: 3687.098633
	Iteration 25Q: 3 clusters Score -147957.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -147958.453125 Penalty: 3687.098633
	Iteration 26Q: 3 clusters Score -147958.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -147958.750000 Penalty: 3687.098633
	Iteration 27Q: 3 clusters Score -147958.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -147959.453125 Penalty: 3687.098633
	Iteration 28Q: 3 clusters Score -147959.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -147960.250000 Penalty: 3687.098633
	Iteration 29Q: 3 clusters Score -147960.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -147960.250000 Penalty: 3687.098633
	Iteration 30F: 3 clusters Score -147960.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (182207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182207 members 
Entering Unmasked Estep 
Score: -20273528.000000 Penalty: 3003.999023
	Iteration 0F: 2 clusters Score -2.027353e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91088 members 
Mstep: Class 2 contains 91119 members 
Entering Unmasked Estep 
Score: -20159616.000000 Penalty: 6007.998047
	Iteration 0F: 3 clusters Score -2.015962e+07 nChanged 87381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93937 members 
Mstep: Class 2 contains 88270 members 
Entering Unmasked Estep 
Score: -20211318.000000 Penalty: 6007.998047
	Iteration 1F: 3 clusters Score -2.021132e+07 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96265 members 
Mstep: Class 2 contains 85942 members 
Entering Unmasked Estep 
Score: -20213228.000000 Penalty: 6007.998047
	Iteration 2Q: 3 clusters Score -2.021323e+07 nChanged 7596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99629 members 
Mstep: Class 2 contains 82578 members 
Entering Unmasked Estep 
Score: -20215892.000000 Penalty: 6007.998047
	Iteration 3Q: 3 clusters Score -2.021589e+07 nChanged 9006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104255 members 
Mstep: Class 2 contains 77952 members 
Entering Unmasked Estep 
Score: -20219724.000000 Penalty: 6007.998047
	Iteration 4Q: 3 clusters Score -2.021972e+07 nChanged 10446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110515 members 
Mstep: Class 2 contains 71692 members 
Entering Unmasked Estep 
Score: -20224568.000000 Penalty: 6007.998047
	Iteration 5F: 3 clusters Score -2.022457e+07 nChanged 11181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118176 members 
Mstep: Class 2 contains 64031 members 
Entering Unmasked Estep 
Score: -20230260.000000 Penalty: 6007.998047
	Iteration 6F: 3 clusters Score -2.023026e+07 nChanged 11205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126923 members 
Mstep: Class 2 contains 55284 members 
Entering Unmasked Estep 
Score: -20236410.000000 Penalty: 6007.998047
	Iteration 7F: 3 clusters Score -2.023641e+07 nChanged 10965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136624 members 
Mstep: Class 2 contains 45583 members 
Entering Unmasked Estep 
Score: -20242622.000000 Penalty: 6007.998047
	Iteration 8F: 3 clusters Score -2.024262e+07 nChanged 10398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146636 members 
Mstep: Class 2 contains 35571 members 
Entering Unmasked Estep 
Score: -20249042.000000 Penalty: 6007.998047
	Iteration 9F: 3 clusters Score -2.024904e+07 nChanged 9894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156502 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -20255680.000000 Penalty: 6007.998047
	Iteration 10F: 3 clusters Score -2.025568e+07 nChanged 8879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165381 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -20261284.000000 Penalty: 6007.998047
	Iteration 11Q: 3 clusters Score -2.026128e+07 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172386 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -20265584.000000 Penalty: 6007.998047
	Iteration 12Q: 3 clusters Score -2.026558e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176932 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -20268222.000000 Penalty: 6007.998047
	Iteration 13Q: 3 clusters Score -2.026822e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179479 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -20269540.000000 Penalty: 6007.998047
	Iteration 14Q: 3 clusters Score -2.026954e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180686 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -20270194.000000 Penalty: 6007.998047
	Iteration 15Q: 3 clusters Score -2.027019e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181235 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -20270476.000000 Penalty: 6007.998047
	Iteration 16Q: 3 clusters Score -2.027048e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181456 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -20270640.000000 Penalty: 6007.998047
	Iteration 17Q: 3 clusters Score -2.027064e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181575 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -20270764.000000 Penalty: 6007.998047
	Iteration 18Q: 3 clusters Score -2.027076e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181631 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -20270798.000000 Penalty: 6007.998047
	Iteration 19Q: 3 clusters Score -2.02708e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181666 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -20270868.000000 Penalty: 6007.998047
	Iteration 20F: 3 clusters Score -2.027087e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181698 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -20270932.000000 Penalty: 6007.998047
	Iteration 21Q: 3 clusters Score -2.027093e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181721 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -20270962.000000 Penalty: 6007.998047
	Iteration 22Q: 3 clusters Score -2.027096e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181729 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -20270972.000000 Penalty: 6007.998047
	Iteration 23Q: 3 clusters Score -2.027097e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181739 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -20270974.000000 Penalty: 6007.998047
	Iteration 24Q: 3 clusters Score -2.027097e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181752 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -20271028.000000 Penalty: 6007.998047
	Iteration 25Q: 3 clusters Score -2.027103e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181756 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -20271012.000000 Penalty: 6007.998047
	Iteration 26Q: 3 clusters Score -2.027101e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181765 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -20271036.000000 Penalty: 6007.998047
	Iteration 27Q: 3 clusters Score -2.027104e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181770 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -20271040.000000 Penalty: 6007.998047
	Iteration 28Q: 3 clusters Score -2.027104e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181767 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -20271060.000000 Penalty: 6007.998047
	Iteration 29Q: 3 clusters Score -2.027106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181767 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -20271052.000000 Penalty: 6007.998047
	Iteration 30Q: 3 clusters Score -2.027105e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181768 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -20271048.000000 Penalty: 6007.998047
	Iteration 31Q: 3 clusters Score -2.027105e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181771 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -20271026.000000 Penalty: 6007.998047
	Iteration 32Q: 3 clusters Score -2.027103e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181773 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -20271012.000000 Penalty: 6007.998047
	Iteration 33Q: 3 clusters Score -2.027101e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181774 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -20271038.000000 Penalty: 6007.998047
	Iteration 34Q: 3 clusters Score -2.027104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181774 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -20271028.000000 Penalty: 6007.998047
	Iteration 35Q: 3 clusters Score -2.027103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181773 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -20271036.000000 Penalty: 6007.998047
	Iteration 36Q: 3 clusters Score -2.027104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181774 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -20271036.000000 Penalty: 6007.998047
	Iteration 37Q: 3 clusters Score -2.027104e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181774 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -20271036.000000 Penalty: 6007.998047
	Iteration 38F: 3 clusters Score -2.027104e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Entering Unmasked Estep 
Score: -1406069.875000 Penalty: 2343.752686
	Iteration 0F: 2 clusters Score -1406070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1396625.125000 Penalty: 4687.505371
	Iteration 0F: 3 clusters Score -1396625 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1399567.750000 Penalty: 4687.505371
	Iteration 1F: 3 clusters Score -1399568 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1399902.125000 Penalty: 4687.505371
	Iteration 2F: 3 clusters Score -1399902 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1400182.750000 Penalty: 4687.505371
	Iteration 3F: 3 clusters Score -1400183 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1400431.500000 Penalty: 4687.505371
	Iteration 4Q: 3 clusters Score -1400432 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1400723.750000 Penalty: 4687.505371
	Iteration 5Q: 3 clusters Score -1400724 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1401086.000000 Penalty: 4687.505371
	Iteration 6Q: 3 clusters Score -1401086 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1401529.125000 Penalty: 4687.505371
	Iteration 7F: 3 clusters Score -1401529 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1402009.000000 Penalty: 4687.505371
	Iteration 8F: 3 clusters Score -1402009 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1402423.125000 Penalty: 4687.505371
	Iteration 9Q: 3 clusters Score -1402423 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1402812.500000 Penalty: 4687.505371
	Iteration 10Q: 3 clusters Score -1402812 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1403108.625000 Penalty: 4687.505371
	Iteration 11Q: 3 clusters Score -1403109 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1403339.500000 Penalty: 4687.505371
	Iteration 12Q: 3 clusters Score -1403340 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1403507.250000 Penalty: 4687.505371
	Iteration 13Q: 3 clusters Score -1403507 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1403624.250000 Penalty: 4687.505371
	Iteration 14Q: 3 clusters Score -1403624 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1403730.375000 Penalty: 4687.505371
	Iteration 15Q: 3 clusters Score -1403730 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1403820.250000 Penalty: 4687.505371
	Iteration 16Q: 3 clusters Score -1403820 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1403887.000000 Penalty: 4687.505371
	Iteration 17Q: 3 clusters Score -1403887 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1403926.000000 Penalty: 4687.505371
	Iteration 18Q: 3 clusters Score -1403926 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1403956.125000 Penalty: 4687.505371
	Iteration 19Q: 3 clusters Score -1403956 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1403978.625000 Penalty: 4687.505371
	Iteration 20F: 3 clusters Score -1403979 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1403995.000000 Penalty: 4687.505371
	Iteration 21Q: 3 clusters Score -1403995 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1404023.625000 Penalty: 4687.505371
	Iteration 22Q: 3 clusters Score -1404024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1404035.000000 Penalty: 4687.505371
	Iteration 23Q: 3 clusters Score -1404035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1404046.000000 Penalty: 4687.505371
	Iteration 24Q: 3 clusters Score -1404046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1404057.750000 Penalty: 4687.505371
	Iteration 25Q: 3 clusters Score -1404058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1404066.125000 Penalty: 4687.505371
	Iteration 26Q: 3 clusters Score -1404066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1404072.125000 Penalty: 4687.505371
	Iteration 27Q: 3 clusters Score -1404072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1404080.375000 Penalty: 4687.505371
	Iteration 28Q: 3 clusters Score -1404080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1404087.250000 Penalty: 4687.505371
	Iteration 29Q: 3 clusters Score -1404087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1404090.750000 Penalty: 4687.505371
	Iteration 30Q: 3 clusters Score -1404091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1404092.375000 Penalty: 4687.505371
	Iteration 31Q: 3 clusters Score -1404092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1404091.000000 Penalty: 4687.505371
	Iteration 32Q: 3 clusters Score -1404091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1404091.000000 Penalty: 4687.505371
	Iteration 33F: 3 clusters Score -1404091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (59987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59987 members 
Entering Unmasked Estep 
Score: -6279520.000000 Penalty: 2728.467041
	Iteration 0F: 2 clusters Score -6279520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -6239136.000000 Penalty: 5456.934082
	Iteration 0F: 3 clusters Score -6239136 nChanged 28012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -6255160.000000 Penalty: 5456.934082
	Iteration 1F: 3 clusters Score -6255160 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -6256122.000000 Penalty: 5456.934082
	Iteration 2Q: 3 clusters Score -6256122 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32870 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -6257022.000000 Penalty: 5456.934082
	Iteration 3Q: 3 clusters Score -6257022 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34502 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -6258177.000000 Penalty: 5456.934082
	Iteration 4Q: 3 clusters Score -6258177 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36632 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -6259606.000000 Penalty: 5456.934082
	Iteration 5F: 3 clusters Score -6259606 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -6261517.500000 Penalty: 5456.934082
	Iteration 6F: 3 clusters Score -6261518 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -6264133.500000 Penalty: 5456.934082
	Iteration 7F: 3 clusters Score -6264134 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46239 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -6267235.500000 Penalty: 5456.934082
	Iteration 8F: 3 clusters Score -6267236 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49580 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -6270282.000000 Penalty: 5456.934082
	Iteration 9F: 3 clusters Score -6270282 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52151 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -6272627.500000 Penalty: 5456.934082
	Iteration 10Q: 3 clusters Score -6272628 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53898 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -6274139.500000 Penalty: 5456.934082
	Iteration 11Q: 3 clusters Score -6274140 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55099 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -6275128.000000 Penalty: 5456.934082
	Iteration 12Q: 3 clusters Score -6275128 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55915 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -6275738.000000 Penalty: 5456.934082
	Iteration 13Q: 3 clusters Score -6275738 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56472 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -6276132.500000 Penalty: 5456.934082
	Iteration 14Q: 3 clusters Score -6276132 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56910 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -6276427.000000 Penalty: 5456.934082
	Iteration 15Q: 3 clusters Score -6276427 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57243 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -6276601.000000 Penalty: 5456.934082
	Iteration 16Q: 3 clusters Score -6276601 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57543 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -6276787.000000 Penalty: 5456.934082
	Iteration 17Q: 3 clusters Score -6276787 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57802 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -6276946.500000 Penalty: 5456.934082
	Iteration 18Q: 3 clusters Score -6276946 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58011 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -6277037.000000 Penalty: 5456.934082
	Iteration 19Q: 3 clusters Score -6277037 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58152 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -6277122.500000 Penalty: 5456.934082
	Iteration 20F: 3 clusters Score -6277122 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58255 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -6277161.500000 Penalty: 5456.934082
	Iteration 21Q: 3 clusters Score -6277162 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58330 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -6277166.000000 Penalty: 5456.934082
	Iteration 22Q: 3 clusters Score -6277166 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58392 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -6277198.000000 Penalty: 5456.934082
	Iteration 23Q: 3 clusters Score -6277198 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58442 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -6277215.500000 Penalty: 5456.934082
	Iteration 24Q: 3 clusters Score -6277216 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58479 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -6277246.000000 Penalty: 5456.934082
	Iteration 25Q: 3 clusters Score -6277246 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58517 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -6277262.500000 Penalty: 5456.934082
	Iteration 26Q: 3 clusters Score -6277262 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58552 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -6277281.500000 Penalty: 5456.934082
	Iteration 27Q: 3 clusters Score -6277282 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58585 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -6277272.500000 Penalty: 5456.934082
	Iteration 28Q: 3 clusters Score -6277272 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58610 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -6277294.500000 Penalty: 5456.934082
	Iteration 29Q: 3 clusters Score -6277294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58628 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -6277320.000000 Penalty: 5456.934082
	Iteration 30Q: 3 clusters Score -6277320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58645 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -6277337.000000 Penalty: 5456.934082
	Iteration 31Q: 3 clusters Score -6277337 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58657 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -6277339.000000 Penalty: 5456.934082
	Iteration 32Q: 3 clusters Score -6277339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58671 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -6277338.000000 Penalty: 5456.934082
	Iteration 33Q: 3 clusters Score -6277338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58678 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -6277342.500000 Penalty: 5456.934082
	Iteration 34Q: 3 clusters Score -6277342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58681 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -6277353.000000 Penalty: 5456.934082
	Iteration 35Q: 3 clusters Score -6277353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58683 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -6277342.500000 Penalty: 5456.934082
	Iteration 36Q: 3 clusters Score -6277342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58686 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -6277360.000000 Penalty: 5456.934082
	Iteration 37Q: 3 clusters Score -6277360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58686 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -6277366.000000 Penalty: 5456.934082
	Iteration 38Q: 3 clusters Score -6277366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58687 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -6277366.000000 Penalty: 5456.934082
	Iteration 39Q: 3 clusters Score -6277366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58691 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -6277366.000000 Penalty: 5456.934082
	Iteration 40F: 3 clusters Score -6277366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58696 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -6277359.500000 Penalty: 5456.934082
	Iteration 41Q: 3 clusters Score -6277360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58698 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -6277344.500000 Penalty: 5456.934082
	Iteration 42Q: 3 clusters Score -6277344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58698 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -6277344.500000 Penalty: 5456.934082
	Iteration 43F: 3 clusters Score -6277344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Entering Unmasked Estep 
Score: -292805.968750 Penalty: 1954.907715
	Iteration 0F: 2 clusters Score -292806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -289750.718750 Penalty: 3909.815430
	Iteration 0F: 3 clusters Score -289750.7 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -290299.625000 Penalty: 3909.815430
	Iteration 1F: 3 clusters Score -290299.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -290441.718750 Penalty: 3909.815430
	Iteration 2F: 3 clusters Score -290441.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -290511.437500 Penalty: 3909.815430
	Iteration 3Q: 3 clusters Score -290511.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -290560.406250 Penalty: 3909.815430
	Iteration 4Q: 3 clusters Score -290560.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -290596.343750 Penalty: 3909.815430
	Iteration 5Q: 3 clusters Score -290596.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -290620.125000 Penalty: 3909.815430
	Iteration 6Q: 3 clusters Score -290620.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -290638.156250 Penalty: 3909.815430
	Iteration 7Q: 3 clusters Score -290638.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -290652.187500 Penalty: 3909.815430
	Iteration 8Q: 3 clusters Score -290652.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -290664.375000 Penalty: 3909.815430
	Iteration 9Q: 3 clusters Score -290664.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -290671.750000 Penalty: 3909.815430
	Iteration 10Q: 3 clusters Score -290671.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -290679.093750 Penalty: 3909.815430
	Iteration 11Q: 3 clusters Score -290679.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -290683.093750 Penalty: 3909.815430
	Iteration 12Q: 3 clusters Score -290683.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -290687.718750 Penalty: 3909.815430
	Iteration 13Q: 3 clusters Score -290687.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -290691.468750 Penalty: 3909.815430
	Iteration 14Q: 3 clusters Score -290691.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -290693.312500 Penalty: 3909.815430
	Iteration 15Q: 3 clusters Score -290693.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -290695.062500 Penalty: 3909.815430
	Iteration 16Q: 3 clusters Score -290695.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -290696.500000 Penalty: 3909.815430
	Iteration 17Q: 3 clusters Score -290696.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -290698.250000 Penalty: 3909.815430
	Iteration 18Q: 3 clusters Score -290698.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -290700.125000 Penalty: 3909.815430
	Iteration 19Q: 3 clusters Score -290700.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -290702.218750 Penalty: 3909.815430
	Iteration 20F: 3 clusters Score -290702.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -290703.468750 Penalty: 3909.815430
	Iteration 21Q: 3 clusters Score -290703.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -290705.562500 Penalty: 3909.815430
	Iteration 22Q: 3 clusters Score -290705.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -290705.781250 Penalty: 3909.815430
	Iteration 23Q: 3 clusters Score -290705.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -290705.906250 Penalty: 3909.815430
	Iteration 24Q: 3 clusters Score -290705.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -290706.031250 Penalty: 3909.815430
	Iteration 25Q: 3 clusters Score -290706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -290706.031250 Penalty: 3909.815430
	Iteration 26F: 3 clusters Score -290706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Entering Unmasked Estep 
Score: -623048.500000 Penalty: 2148.815430
	Iteration 0F: 2 clusters Score -623048.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -618042.437500 Penalty: 4297.630859
	Iteration 0F: 3 clusters Score -618042.4 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -619321.875000 Penalty: 4297.630859
	Iteration 1F: 3 clusters Score -619321.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -619630.500000 Penalty: 4297.630859
	Iteration 2F: 3 clusters Score -619630.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -619875.500000 Penalty: 4297.630859
	Iteration 3F: 3 clusters Score -619875.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -620025.000000 Penalty: 4297.630859
	Iteration 4Q: 3 clusters Score -620025 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -620150.062500 Penalty: 4297.630859
	Iteration 5Q: 3 clusters Score -620150.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -620289.000000 Penalty: 4297.630859
	Iteration 6Q: 3 clusters Score -620289 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -620439.375000 Penalty: 4297.630859
	Iteration 7Q: 3 clusters Score -620439.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -620613.687500 Penalty: 4297.630859
	Iteration 8Q: 3 clusters Score -620613.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -620780.187500 Penalty: 4297.630859
	Iteration 9Q: 3 clusters Score -620780.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -620921.625000 Penalty: 4297.630859
	Iteration 10Q: 3 clusters Score -620921.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -621026.062500 Penalty: 4297.630859
	Iteration 11Q: 3 clusters Score -621026.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -621111.312500 Penalty: 4297.630859
	Iteration 12Q: 3 clusters Score -621111.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -621174.937500 Penalty: 4297.630859
	Iteration 13Q: 3 clusters Score -621174.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -621231.375000 Penalty: 4297.630859
	Iteration 14Q: 3 clusters Score -621231.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -621301.187500 Penalty: 4297.630859
	Iteration 15Q: 3 clusters Score -621301.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -621372.062500 Penalty: 4297.630859
	Iteration 16Q: 3 clusters Score -621372.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -621431.375000 Penalty: 4297.630859
	Iteration 17Q: 3 clusters Score -621431.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -621488.812500 Penalty: 4297.630859
	Iteration 18Q: 3 clusters Score -621488.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -621540.875000 Penalty: 4297.630859
	Iteration 19Q: 3 clusters Score -621540.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -621596.625000 Penalty: 4297.630859
	Iteration 20F: 3 clusters Score -621596.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -621631.187500 Penalty: 4297.630859
	Iteration 21Q: 3 clusters Score -621631.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -621669.625000 Penalty: 4297.630859
	Iteration 22Q: 3 clusters Score -621669.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -621738.750000 Penalty: 4297.630859
	Iteration 23Q: 3 clusters Score -621738.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -621843.875000 Penalty: 4297.630859
	Iteration 24Q: 3 clusters Score -621843.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -622005.000000 Penalty: 4297.630859
	Iteration 25Q: 3 clusters Score -622005 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -622277.062500 Penalty: 4297.630859
	Iteration 26Q: 3 clusters Score -622277.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -622690.812500 Penalty: 4297.630859
	Iteration 27Q: 3 clusters Score -622690.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -622842.750000 Penalty: 4297.630859
	Iteration 28Q: 3 clusters Score -622842.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -622877.750000 Penalty: 4297.630859
	Iteration 29Q: 3 clusters Score -622877.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -622890.375000 Penalty: 4297.630859
	Iteration 30Q: 3 clusters Score -622890.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -622900.750000 Penalty: 4297.630859
	Iteration 31Q: 3 clusters Score -622900.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -622906.000000 Penalty: 4297.630859
	Iteration 32Q: 3 clusters Score -622906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -622909.937500 Penalty: 4297.630859
	Iteration 33Q: 3 clusters Score -622909.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -622911.437500 Penalty: 4297.630859
	Iteration 34Q: 3 clusters Score -622911.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -622915.062500 Penalty: 4297.630859
	Iteration 35Q: 3 clusters Score -622915.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -622919.875000 Penalty: 4297.630859
	Iteration 36Q: 3 clusters Score -622919.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -622925.625000 Penalty: 4297.630859
	Iteration 37Q: 3 clusters Score -622925.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -622931.500000 Penalty: 4297.630859
	Iteration 38Q: 3 clusters Score -622931.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -622939.687500 Penalty: 4297.630859
	Iteration 39Q: 3 clusters Score -622939.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -622953.000000 Penalty: 4297.630859
	Iteration 40F: 3 clusters Score -622953 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -622966.937500 Penalty: 4297.630859
	Iteration 41Q: 3 clusters Score -622966.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -622979.812500 Penalty: 4297.630859
	Iteration 42Q: 3 clusters Score -622979.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -622994.687500 Penalty: 4297.630859
	Iteration 43Q: 3 clusters Score -622994.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -623018.375000 Penalty: 4297.630859
	Iteration 44Q: 3 clusters Score -623018.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -623045.187500 Penalty: 4297.630859
	Iteration 45Q: 3 clusters Score -623045.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -623070.562500 Penalty: 4297.630859
	Iteration 46Q: 3 clusters Score -623070.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -623100.625000 Penalty: 4297.630859
	Iteration 47Q: 3 clusters Score -623100.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -623125.437500 Penalty: 4297.630859
	Iteration 48Q: 3 clusters Score -623125.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -623143.500000 Penalty: 4297.630859
	Iteration 49Q: 3 clusters Score -623143.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -623163.187500 Penalty: 4297.630859
	Iteration 50Q: 3 clusters Score -623163.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -623185.812500 Penalty: 4297.630859
	Iteration 51Q: 3 clusters Score -623185.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -623201.375000 Penalty: 4297.630859
	Iteration 52Q: 3 clusters Score -623201.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -623213.437500 Penalty: 4297.630859
	Iteration 53Q: 3 clusters Score -623213.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -623218.937500 Penalty: 4297.630859
	Iteration 54Q: 3 clusters Score -623218.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -623221.562500 Penalty: 4297.630859
	Iteration 55Q: 3 clusters Score -623221.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -623226.625000 Penalty: 4297.630859
	Iteration 56Q: 3 clusters Score -623226.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -623231.750000 Penalty: 4297.630859
	Iteration 57Q: 3 clusters Score -623231.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -623237.125000 Penalty: 4297.630859
	Iteration 58Q: 3 clusters Score -623237.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -623238.437500 Penalty: 4297.630859
	Iteration 59Q: 3 clusters Score -623238.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -623241.125000 Penalty: 4297.630859
	Iteration 60F: 3 clusters Score -623241.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -623245.875000 Penalty: 4297.630859
	Iteration 61Q: 3 clusters Score -623245.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -623249.812500 Penalty: 4297.630859
	Iteration 62Q: 3 clusters Score -623249.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -623250.750000 Penalty: 4297.630859
	Iteration 63Q: 3 clusters Score -623250.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -623253.187500 Penalty: 4297.630859
	Iteration 64Q: 3 clusters Score -623253.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -623252.937500 Penalty: 4297.630859
	Iteration 65Q: 3 clusters Score -623252.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -623256.625000 Penalty: 4297.630859
	Iteration 66Q: 3 clusters Score -623256.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -623257.375000 Penalty: 4297.630859
	Iteration 67Q: 3 clusters Score -623257.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -623258.187500 Penalty: 4297.630859
	Iteration 68Q: 3 clusters Score -623258.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -623258.187500 Penalty: 4297.630859
	Iteration 69F: 3 clusters Score -623258.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156958 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11874 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24818 members 
Mstep: Class 6 contains 72589 members 
Mstep: Class 7 contains 12099 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182207 members 
Mstep: Class 10 contains 12716 members 
Mstep: Class 11 contains 59987 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 2226 members 
Mstep: Class 14 contains 43850 members 
Mstep: Class 15 contains 12209 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25167 members 
Mstep: Class 18 contains 103942 members 
Mstep: Class 19 contains 3021 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38778 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9015 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14293 members 
Mstep: Class 29 contains 22777 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13453 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67900 members 
Mstep: Class 34 contains 26188 members 
Mstep: Class 35 contains 15215 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18913 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14142 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18816 members 
Mstep: Class 48 contains 3615 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33324 members 
Mstep: Class 52 contains 7804 members 
Mstep: Class 53 contains 3568 members 
Entering Unmasked Estep 
Score: -115180816.000000 Penalty: 182896.359375
Splitting cluster 13 changes total score from -115182112.000000 to -115180816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (43850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43850 members 
Entering Unmasked Estep 
Score: -4503863.000000 Penalty: 2650.755371
	Iteration 0F: 2 clusters Score -4503863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -4474437.000000 Penalty: 5301.510742
	Iteration 0F: 3 clusters Score -4474437 nChanged 20085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -4485407.000000 Penalty: 5301.510742
	Iteration 1F: 3 clusters Score -4485407 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -4485998.000000 Penalty: 5301.510742
	Iteration 2Q: 3 clusters Score -4485998 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -4486603.500000 Penalty: 5301.510742
	Iteration 3Q: 3 clusters Score -4486604 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -4487417.000000 Penalty: 5301.510742
	Iteration 4Q: 3 clusters Score -4487417 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -4488562.000000 Penalty: 5301.510742
	Iteration 5F: 3 clusters Score -4488562 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -4490254.000000 Penalty: 5301.510742
	Iteration 6F: 3 clusters Score -4490254 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -4492630.000000 Penalty: 5301.510742
	Iteration 7F: 3 clusters Score -4492630 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -4495489.000000 Penalty: 5301.510742
	Iteration 8F: 3 clusters Score -4495489 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39563 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -4498021.500000 Penalty: 5301.510742
	Iteration 9F: 3 clusters Score -4498022 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -4499781.000000 Penalty: 5301.510742
	Iteration 10Q: 3 clusters Score -4499781 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4500651.000000 Penalty: 5301.510742
	Iteration 11Q: 3 clusters Score -4500651 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42863 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -4501087.500000 Penalty: 5301.510742
	Iteration 12Q: 3 clusters Score -4501088 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43060 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4501325.500000 Penalty: 5301.510742
	Iteration 13Q: 3 clusters Score -4501326 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43163 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4501497.500000 Penalty: 5301.510742
	Iteration 14Q: 3 clusters Score -4501498 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43208 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4501651.500000 Penalty: 5301.510742
	Iteration 15Q: 3 clusters Score -4501652 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43226 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4501747.500000 Penalty: 5301.510742
	Iteration 16Q: 3 clusters Score -4501748 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43233 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4501828.000000 Penalty: 5301.510742
	Iteration 17Q: 3 clusters Score -4501828 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43228 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4501888.000000 Penalty: 5301.510742
	Iteration 18Q: 3 clusters Score -4501888 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43220 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4501926.500000 Penalty: 5301.510742
	Iteration 19Q: 3 clusters Score -4501926 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43219 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4501951.000000 Penalty: 5301.510742
	Iteration 20F: 3 clusters Score -4501951 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43214 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4501962.500000 Penalty: 5301.510742
	Iteration 21Q: 3 clusters Score -4501962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43209 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4501972.000000 Penalty: 5301.510742
	Iteration 22Q: 3 clusters Score -4501972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43201 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4501963.500000 Penalty: 5301.510742
	Iteration 23Q: 3 clusters Score -4501964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43200 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4501969.500000 Penalty: 5301.510742
	Iteration 24Q: 3 clusters Score -4501970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43202 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4501972.500000 Penalty: 5301.510742
	Iteration 25Q: 3 clusters Score -4501972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43202 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4501997.500000 Penalty: 5301.510742
	Iteration 26Q: 3 clusters Score -4501998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43203 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4502007.000000 Penalty: 5301.510742
	Iteration 27Q: 3 clusters Score -4502007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43206 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4502012.000000 Penalty: 5301.510742
	Iteration 28Q: 3 clusters Score -4502012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43202 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4502018.500000 Penalty: 5301.510742
	Iteration 29Q: 3 clusters Score -4502018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43200 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4502035.500000 Penalty: 5301.510742
	Iteration 30Q: 3 clusters Score -4502036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43198 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -4502049.000000 Penalty: 5301.510742
	Iteration 31Q: 3 clusters Score -4502049 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43196 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4502062.500000 Penalty: 5301.510742
	Iteration 32Q: 3 clusters Score -4502062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43189 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4502073.000000 Penalty: 5301.510742
	Iteration 33Q: 3 clusters Score -4502073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43182 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4502078.000000 Penalty: 5301.510742
	Iteration 34Q: 3 clusters Score -4502078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43180 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4502085.000000 Penalty: 5301.510742
	Iteration 35Q: 3 clusters Score -4502085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4502082.500000 Penalty: 5301.510742
	Iteration 36Q: 3 clusters Score -4502082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43175 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4502090.000000 Penalty: 5301.510742
	Iteration 37Q: 3 clusters Score -4502090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4502100.000000 Penalty: 5301.510742
	Iteration 38Q: 3 clusters Score -4502100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43180 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4502123.500000 Penalty: 5301.510742
	Iteration 39Q: 3 clusters Score -4502124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43173 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4502123.000000 Penalty: 5301.510742
	Iteration 40F: 3 clusters Score -4502123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43164 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4502135.000000 Penalty: 5301.510742
	Iteration 41Q: 3 clusters Score -4502135 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -4502151.500000 Penalty: 5301.510742
	Iteration 42Q: 3 clusters Score -4502152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43146 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4502159.500000 Penalty: 5301.510742
	Iteration 43Q: 3 clusters Score -4502160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43143 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4502161.000000 Penalty: 5301.510742
	Iteration 44Q: 3 clusters Score -4502161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4502170.000000 Penalty: 5301.510742
	Iteration 45Q: 3 clusters Score -4502170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4502174.000000 Penalty: 5301.510742
	Iteration 46Q: 3 clusters Score -4502174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43128 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -4502187.000000 Penalty: 5301.510742
	Iteration 47Q: 3 clusters Score -4502187 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43123 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4502190.500000 Penalty: 5301.510742
	Iteration 48Q: 3 clusters Score -4502190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4502197.500000 Penalty: 5301.510742
	Iteration 49Q: 3 clusters Score -4502198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -4502199.500000 Penalty: 5301.510742
	Iteration 50Q: 3 clusters Score -4502200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -4502197.000000 Penalty: 5301.510742
	Iteration 51Q: 3 clusters Score -4502197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -4502197.000000 Penalty: 5301.510742
	Iteration 52F: 3 clusters Score -4502197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Entering Unmasked Estep 
Score: -1344754.625000 Penalty: 2333.662109
	Iteration 0F: 2 clusters Score -1344755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1335700.125000 Penalty: 4667.324219
	Iteration 0F: 3 clusters Score -1335700 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1338714.125000 Penalty: 4667.324219
	Iteration 1F: 3 clusters Score -1338714 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1339369.875000 Penalty: 4667.324219
	Iteration 2F: 3 clusters Score -1339370 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1340002.000000 Penalty: 4667.324219
	Iteration 3F: 3 clusters Score -1340002 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1340597.375000 Penalty: 4667.324219
	Iteration 4F: 3 clusters Score -1340597 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1341087.250000 Penalty: 4667.324219
	Iteration 5F: 3 clusters Score -1341087 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1341415.625000 Penalty: 4667.324219
	Iteration 6Q: 3 clusters Score -1341416 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1341642.250000 Penalty: 4667.324219
	Iteration 7Q: 3 clusters Score -1341642 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1341794.250000 Penalty: 4667.324219
	Iteration 8Q: 3 clusters Score -1341794 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1341881.125000 Penalty: 4667.324219
	Iteration 9Q: 3 clusters Score -1341881 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1341937.500000 Penalty: 4667.324219
	Iteration 10Q: 3 clusters Score -1341938 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1341967.125000 Penalty: 4667.324219
	Iteration 11Q: 3 clusters Score -1341967 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1341990.500000 Penalty: 4667.324219
	Iteration 12Q: 3 clusters Score -1341990 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1342012.250000 Penalty: 4667.324219
	Iteration 13Q: 3 clusters Score -1342012 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1342023.875000 Penalty: 4667.324219
	Iteration 14Q: 3 clusters Score -1342024 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1342036.875000 Penalty: 4667.324219
	Iteration 15Q: 3 clusters Score -1342037 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1342045.500000 Penalty: 4667.324219
	Iteration 16Q: 3 clusters Score -1342046 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1342062.500000 Penalty: 4667.324219
	Iteration 17Q: 3 clusters Score -1342062 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1342064.625000 Penalty: 4667.324219
	Iteration 18Q: 3 clusters Score -1342065 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1342077.875000 Penalty: 4667.324219
	Iteration 19Q: 3 clusters Score -1342078 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1342091.750000 Penalty: 4667.324219
	Iteration 20F: 3 clusters Score -1342092 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1342104.250000 Penalty: 4667.324219
	Iteration 21Q: 3 clusters Score -1342104 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1342120.375000 Penalty: 4667.324219
	Iteration 22Q: 3 clusters Score -1342120 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1342136.125000 Penalty: 4667.324219
	Iteration 23Q: 3 clusters Score -1342136 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1342145.375000 Penalty: 4667.324219
	Iteration 24Q: 3 clusters Score -1342145 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1342161.000000 Penalty: 4667.324219
	Iteration 25Q: 3 clusters Score -1342161 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1342169.500000 Penalty: 4667.324219
	Iteration 26Q: 3 clusters Score -1342170 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1342180.250000 Penalty: 4667.324219
	Iteration 27Q: 3 clusters Score -1342180 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1342185.625000 Penalty: 4667.324219
	Iteration 28Q: 3 clusters Score -1342186 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1342194.875000 Penalty: 4667.324219
	Iteration 29Q: 3 clusters Score -1342195 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1342205.375000 Penalty: 4667.324219
	Iteration 30Q: 3 clusters Score -1342205 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1342215.500000 Penalty: 4667.324219
	Iteration 31Q: 3 clusters Score -1342216 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1342224.250000 Penalty: 4667.324219
	Iteration 32Q: 3 clusters Score -1342224 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1342233.750000 Penalty: 4667.324219
	Iteration 33Q: 3 clusters Score -1342234 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1342240.375000 Penalty: 4667.324219
	Iteration 34Q: 3 clusters Score -1342240 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1342248.625000 Penalty: 4667.324219
	Iteration 35Q: 3 clusters Score -1342249 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1342250.250000 Penalty: 4667.324219
	Iteration 36Q: 3 clusters Score -1342250 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1342260.625000 Penalty: 4667.324219
	Iteration 37Q: 3 clusters Score -1342261 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1342273.125000 Penalty: 4667.324219
	Iteration 38Q: 3 clusters Score -1342273 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1342274.625000 Penalty: 4667.324219
	Iteration 39Q: 3 clusters Score -1342275 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1342284.250000 Penalty: 4667.324219
	Iteration 40F: 3 clusters Score -1342284 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1342292.875000 Penalty: 4667.324219
	Iteration 41Q: 3 clusters Score -1342293 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1342299.250000 Penalty: 4667.324219
	Iteration 42Q: 3 clusters Score -1342299 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1342304.875000 Penalty: 4667.324219
	Iteration 43Q: 3 clusters Score -1342305 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1342317.500000 Penalty: 4667.324219
	Iteration 44Q: 3 clusters Score -1342318 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1342325.625000 Penalty: 4667.324219
	Iteration 45Q: 3 clusters Score -1342326 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1342332.125000 Penalty: 4667.324219
	Iteration 46Q: 3 clusters Score -1342332 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1342339.875000 Penalty: 4667.324219
	Iteration 47Q: 3 clusters Score -1342340 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1342346.750000 Penalty: 4667.324219
	Iteration 48Q: 3 clusters Score -1342347 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1342356.375000 Penalty: 4667.324219
	Iteration 49Q: 3 clusters Score -1342356 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1342368.875000 Penalty: 4667.324219
	Iteration 50Q: 3 clusters Score -1342369 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1342371.750000 Penalty: 4667.324219
	Iteration 51Q: 3 clusters Score -1342372 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1342378.875000 Penalty: 4667.324219
	Iteration 52Q: 3 clusters Score -1342379 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1342386.250000 Penalty: 4667.324219
	Iteration 53Q: 3 clusters Score -1342386 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1342395.375000 Penalty: 4667.324219
	Iteration 54Q: 3 clusters Score -1342395 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1342406.000000 Penalty: 4667.324219
	Iteration 55Q: 3 clusters Score -1342406 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1342412.375000 Penalty: 4667.324219
	Iteration 56Q: 3 clusters Score -1342412 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1342422.125000 Penalty: 4667.324219
	Iteration 57Q: 3 clusters Score -1342422 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1342430.125000 Penalty: 4667.324219
	Iteration 58Q: 3 clusters Score -1342430 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1342436.000000 Penalty: 4667.324219
	Iteration 59Q: 3 clusters Score -1342436 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1342447.375000 Penalty: 4667.324219
	Iteration 60F: 3 clusters Score -1342447 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1342455.875000 Penalty: 4667.324219
	Iteration 61Q: 3 clusters Score -1342456 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1342467.500000 Penalty: 4667.324219
	Iteration 62Q: 3 clusters Score -1342468 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1342474.500000 Penalty: 4667.324219
	Iteration 63Q: 3 clusters Score -1342474 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1342487.000000 Penalty: 4667.324219
	Iteration 64Q: 3 clusters Score -1342487 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1342490.500000 Penalty: 4667.324219
	Iteration 65Q: 3 clusters Score -1342490 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1342507.250000 Penalty: 4667.324219
	Iteration 66Q: 3 clusters Score -1342507 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1342523.125000 Penalty: 4667.324219
	Iteration 67Q: 3 clusters Score -1342523 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1342538.375000 Penalty: 4667.324219
	Iteration 68Q: 3 clusters Score -1342538 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1342548.750000 Penalty: 4667.324219
	Iteration 69Q: 3 clusters Score -1342549 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1342568.875000 Penalty: 4667.324219
	Iteration 70Q: 3 clusters Score -1342569 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1342586.125000 Penalty: 4667.324219
	Iteration 71Q: 3 clusters Score -1342586 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1342609.875000 Penalty: 4667.324219
	Iteration 72Q: 3 clusters Score -1342610 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1342634.250000 Penalty: 4667.324219
	Iteration 73Q: 3 clusters Score -1342634 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1342658.375000 Penalty: 4667.324219
	Iteration 74Q: 3 clusters Score -1342658 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1342693.375000 Penalty: 4667.324219
	Iteration 75Q: 3 clusters Score -1342693 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1342705.750000 Penalty: 4667.324219
	Iteration 76Q: 3 clusters Score -1342706 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1342726.500000 Penalty: 4667.324219
	Iteration 77Q: 3 clusters Score -1342726 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1342747.375000 Penalty: 4667.324219
	Iteration 78Q: 3 clusters Score -1342747 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1342764.875000 Penalty: 4667.324219
	Iteration 79Q: 3 clusters Score -1342765 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1342773.375000 Penalty: 4667.324219
	Iteration 80F: 3 clusters Score -1342773 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1342787.625000 Penalty: 4667.324219
	Iteration 81Q: 3 clusters Score -1342788 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1342798.625000 Penalty: 4667.324219
	Iteration 82Q: 3 clusters Score -1342799 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1342810.375000 Penalty: 4667.324219
	Iteration 83Q: 3 clusters Score -1342810 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1342821.625000 Penalty: 4667.324219
	Iteration 84Q: 3 clusters Score -1342822 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1342827.250000 Penalty: 4667.324219
	Iteration 85Q: 3 clusters Score -1342827 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1342837.500000 Penalty: 4667.324219
	Iteration 86Q: 3 clusters Score -1342838 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1342844.125000 Penalty: 4667.324219
	Iteration 87Q: 3 clusters Score -1342844 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1342852.500000 Penalty: 4667.324219
	Iteration 88Q: 3 clusters Score -1342852 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1342856.375000 Penalty: 4667.324219
	Iteration 89Q: 3 clusters Score -1342856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1342861.625000 Penalty: 4667.324219
	Iteration 90Q: 3 clusters Score -1342862 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1342865.375000 Penalty: 4667.324219
	Iteration 91Q: 3 clusters Score -1342865 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1342872.375000 Penalty: 4667.324219
	Iteration 92Q: 3 clusters Score -1342872 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1342873.750000 Penalty: 4667.324219
	Iteration 93Q: 3 clusters Score -1342874 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1342880.250000 Penalty: 4667.324219
	Iteration 94Q: 3 clusters Score -1342880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1342882.000000 Penalty: 4667.324219
	Iteration 95Q: 3 clusters Score -1342882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1342886.125000 Penalty: 4667.324219
	Iteration 96Q: 3 clusters Score -1342886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1342888.750000 Penalty: 4667.324219
	Iteration 97Q: 3 clusters Score -1342889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1342890.000000 Penalty: 4667.324219
	Iteration 98Q: 3 clusters Score -1342890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1342892.875000 Penalty: 4667.324219
	Iteration 99Q: 3 clusters Score -1342893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1342894.500000 Penalty: 4667.324219
	Iteration 100F: 3 clusters Score -1342894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1342898.125000 Penalty: 4667.324219
	Iteration 101Q: 3 clusters Score -1342898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1342902.375000 Penalty: 4667.324219
	Iteration 102Q: 3 clusters Score -1342902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1342899.750000 Penalty: 4667.324219
	Iteration 103Q: 3 clusters Score -1342900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1342901.500000 Penalty: 4667.324219
	Iteration 104Q: 3 clusters Score -1342902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1342903.125000 Penalty: 4667.324219
	Iteration 105Q: 3 clusters Score -1342903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1342905.375000 Penalty: 4667.324219
	Iteration 106Q: 3 clusters Score -1342905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1342906.125000 Penalty: 4667.324219
	Iteration 107Q: 3 clusters Score -1342906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1342906.625000 Penalty: 4667.324219
	Iteration 108Q: 3 clusters Score -1342907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1342906.125000 Penalty: 4667.324219
	Iteration 109Q: 3 clusters Score -1342906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1342909.875000 Penalty: 4667.324219
	Iteration 110Q: 3 clusters Score -1342910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1342909.750000 Penalty: 4667.324219
	Iteration 111Q: 3 clusters Score -1342910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1342912.500000 Penalty: 4667.324219
	Iteration 112Q: 3 clusters Score -1342912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1342914.750000 Penalty: 4667.324219
	Iteration 113Q: 3 clusters Score -1342915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1342914.125000 Penalty: 4667.324219
	Iteration 114Q: 3 clusters Score -1342914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1342917.500000 Penalty: 4667.324219
	Iteration 115Q: 3 clusters Score -1342918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1342915.125000 Penalty: 4667.324219
	Iteration 116Q: 3 clusters Score -1342915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1342916.500000 Penalty: 4667.324219
	Iteration 117Q: 3 clusters Score -1342916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1342914.750000 Penalty: 4667.324219
	Iteration 118Q: 3 clusters Score -1342915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1342913.500000 Penalty: 4667.324219
	Iteration 119Q: 3 clusters Score -1342914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1342917.625000 Penalty: 4667.324219
	Iteration 120F: 3 clusters Score -1342918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1342916.125000 Penalty: 4667.324219
	Iteration 121Q: 3 clusters Score -1342916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1342916.125000 Penalty: 4667.324219
	Iteration 122F: 3 clusters Score -1342916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Entering Unmasked Estep 
Score: -825051.750000 Penalty: 2213.940918
	Iteration 0F: 2 clusters Score -825051.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -818967.625000 Penalty: 4427.881836
	Iteration 0F: 3 clusters Score -818967.6 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -820703.875000 Penalty: 4427.881836
	Iteration 1F: 3 clusters Score -820703.9 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -820966.375000 Penalty: 4427.881836
	Iteration 2F: 3 clusters Score -820966.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -821122.250000 Penalty: 4427.881836
	Iteration 3Q: 3 clusters Score -821122.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -821219.500000 Penalty: 4427.881836
	Iteration 4Q: 3 clusters Score -821219.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -821294.750000 Penalty: 4427.881836
	Iteration 5Q: 3 clusters Score -821294.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -821354.562500 Penalty: 4427.881836
	Iteration 6Q: 3 clusters Score -821354.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -821423.187500 Penalty: 4427.881836
	Iteration 7Q: 3 clusters Score -821423.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -821504.937500 Penalty: 4427.881836
	Iteration 8Q: 3 clusters Score -821504.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -821594.125000 Penalty: 4427.881836
	Iteration 9Q: 3 clusters Score -821594.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -821689.375000 Penalty: 4427.881836
	Iteration 10Q: 3 clusters Score -821689.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -821792.500000 Penalty: 4427.881836
	Iteration 11Q: 3 clusters Score -821792.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -821911.500000 Penalty: 4427.881836
	Iteration 12Q: 3 clusters Score -821911.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -822033.812500 Penalty: 4427.881836
	Iteration 13Q: 3 clusters Score -822033.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -822164.750000 Penalty: 4427.881836
	Iteration 14Q: 3 clusters Score -822164.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -822310.937500 Penalty: 4427.881836
	Iteration 15Q: 3 clusters Score -822310.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -822466.250000 Penalty: 4427.881836
	Iteration 16Q: 3 clusters Score -822466.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -822598.625000 Penalty: 4427.881836
	Iteration 17Q: 3 clusters Score -822598.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -822718.125000 Penalty: 4427.881836
	Iteration 18Q: 3 clusters Score -822718.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -822807.937500 Penalty: 4427.881836
	Iteration 19Q: 3 clusters Score -822807.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -822900.312500 Penalty: 4427.881836
	Iteration 20F: 3 clusters Score -822900.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -822974.062500 Penalty: 4427.881836
	Iteration 21Q: 3 clusters Score -822974.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -823065.437500 Penalty: 4427.881836
	Iteration 22Q: 3 clusters Score -823065.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -823160.125000 Penalty: 4427.881836
	Iteration 23Q: 3 clusters Score -823160.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -823234.375000 Penalty: 4427.881836
	Iteration 24Q: 3 clusters Score -823234.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -823305.375000 Penalty: 4427.881836
	Iteration 25Q: 3 clusters Score -823305.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -823351.000000 Penalty: 4427.881836
	Iteration 26Q: 3 clusters Score -823351 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -823390.562500 Penalty: 4427.881836
	Iteration 27Q: 3 clusters Score -823390.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -823417.000000 Penalty: 4427.881836
	Iteration 28Q: 3 clusters Score -823417 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -823455.375000 Penalty: 4427.881836
	Iteration 29Q: 3 clusters Score -823455.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -823496.687500 Penalty: 4427.881836
	Iteration 30Q: 3 clusters Score -823496.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -823535.187500 Penalty: 4427.881836
	Iteration 31Q: 3 clusters Score -823535.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -823561.562500 Penalty: 4427.881836
	Iteration 32Q: 3 clusters Score -823561.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -823582.000000 Penalty: 4427.881836
	Iteration 33Q: 3 clusters Score -823582 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -823597.875000 Penalty: 4427.881836
	Iteration 34Q: 3 clusters Score -823597.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -823616.812500 Penalty: 4427.881836
	Iteration 35Q: 3 clusters Score -823616.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -823631.437500 Penalty: 4427.881836
	Iteration 36Q: 3 clusters Score -823631.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -823655.625000 Penalty: 4427.881836
	Iteration 37Q: 3 clusters Score -823655.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -823673.375000 Penalty: 4427.881836
	Iteration 38Q: 3 clusters Score -823673.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -823689.375000 Penalty: 4427.881836
	Iteration 39Q: 3 clusters Score -823689.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -823706.937500 Penalty: 4427.881836
	Iteration 40F: 3 clusters Score -823706.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -823726.312500 Penalty: 4427.881836
	Iteration 41Q: 3 clusters Score -823726.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -823746.250000 Penalty: 4427.881836
	Iteration 42Q: 3 clusters Score -823746.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -823764.562500 Penalty: 4427.881836
	Iteration 43Q: 3 clusters Score -823764.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -823785.500000 Penalty: 4427.881836
	Iteration 44Q: 3 clusters Score -823785.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -823806.375000 Penalty: 4427.881836
	Iteration 45Q: 3 clusters Score -823806.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -823834.687500 Penalty: 4427.881836
	Iteration 46Q: 3 clusters Score -823834.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -823878.625000 Penalty: 4427.881836
	Iteration 47Q: 3 clusters Score -823878.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -823916.000000 Penalty: 4427.881836
	Iteration 48Q: 3 clusters Score -823916 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -823957.687500 Penalty: 4427.881836
	Iteration 49Q: 3 clusters Score -823957.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -823991.750000 Penalty: 4427.881836
	Iteration 50Q: 3 clusters Score -823991.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -824013.625000 Penalty: 4427.881836
	Iteration 51Q: 3 clusters Score -824013.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -824027.500000 Penalty: 4427.881836
	Iteration 52Q: 3 clusters Score -824027.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -824036.562500 Penalty: 4427.881836
	Iteration 53Q: 3 clusters Score -824036.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -824046.687500 Penalty: 4427.881836
	Iteration 54Q: 3 clusters Score -824046.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -824051.250000 Penalty: 4427.881836
	Iteration 55Q: 3 clusters Score -824051.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -824059.875000 Penalty: 4427.881836
	Iteration 56Q: 3 clusters Score -824059.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -824063.312500 Penalty: 4427.881836
	Iteration 57Q: 3 clusters Score -824063.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -824067.312500 Penalty: 4427.881836
	Iteration 58Q: 3 clusters Score -824067.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -824069.062500 Penalty: 4427.881836
	Iteration 59Q: 3 clusters Score -824069.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -824071.062500 Penalty: 4427.881836
	Iteration 60F: 3 clusters Score -824071.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -824076.125000 Penalty: 4427.881836
	Iteration 61Q: 3 clusters Score -824076.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -824077.875000 Penalty: 4427.881836
	Iteration 62Q: 3 clusters Score -824077.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -824079.500000 Penalty: 4427.881836
	Iteration 63Q: 3 clusters Score -824079.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -824083.875000 Penalty: 4427.881836
	Iteration 64Q: 3 clusters Score -824083.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -824084.187500 Penalty: 4427.881836
	Iteration 65Q: 3 clusters Score -824084.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -824088.875000 Penalty: 4427.881836
	Iteration 66Q: 3 clusters Score -824088.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -824090.375000 Penalty: 4427.881836
	Iteration 67Q: 3 clusters Score -824090.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -824090.375000 Penalty: 4427.881836
	Iteration 68Q: 3 clusters Score -824090.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -824090.500000 Penalty: 4427.881836
	Iteration 69Q: 3 clusters Score -824090.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -824091.312500 Penalty: 4427.881836
	Iteration 70Q: 3 clusters Score -824091.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -824092.437500 Penalty: 4427.881836
	Iteration 71Q: 3 clusters Score -824092.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -824093.500000 Penalty: 4427.881836
	Iteration 72Q: 3 clusters Score -824093.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -824095.437500 Penalty: 4427.881836
	Iteration 73Q: 3 clusters Score -824095.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -824096.437500 Penalty: 4427.881836
	Iteration 74Q: 3 clusters Score -824096.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -824096.437500 Penalty: 4427.881836
	Iteration 75F: 3 clusters Score -824096.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Entering Unmasked Estep 
Score: -2592705.000000 Penalty: 2513.055664
	Iteration 0F: 2 clusters Score -2592705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -2575286.500000 Penalty: 5026.111328
	Iteration 0F: 3 clusters Score -2575286 nChanged 11258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -2581851.000000 Penalty: 5026.111328
	Iteration 1F: 3 clusters Score -2581851 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -2582683.250000 Penalty: 5026.111328
	Iteration 2F: 3 clusters Score -2582683 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -2583491.250000 Penalty: 5026.111328
	Iteration 3F: 3 clusters Score -2583491 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -2584232.750000 Penalty: 5026.111328
	Iteration 4F: 3 clusters Score -2584233 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -2584920.250000 Penalty: 5026.111328
	Iteration 5F: 3 clusters Score -2584920 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -2585651.500000 Penalty: 5026.111328
	Iteration 6F: 3 clusters Score -2585652 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -2586350.750000 Penalty: 5026.111328
	Iteration 7Q: 3 clusters Score -2586351 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -2587100.500000 Penalty: 5026.111328
	Iteration 8Q: 3 clusters Score -2587100 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -2587841.250000 Penalty: 5026.111328
	Iteration 9Q: 3 clusters Score -2587841 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -2588448.500000 Penalty: 5026.111328
	Iteration 10Q: 3 clusters Score -2588448 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -2588881.250000 Penalty: 5026.111328
	Iteration 11Q: 3 clusters Score -2588881 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -2589159.750000 Penalty: 5026.111328
	Iteration 12Q: 3 clusters Score -2589160 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -2589387.750000 Penalty: 5026.111328
	Iteration 13Q: 3 clusters Score -2589388 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -2589515.750000 Penalty: 5026.111328
	Iteration 14Q: 3 clusters Score -2589516 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -2589622.000000 Penalty: 5026.111328
	Iteration 15Q: 3 clusters Score -2589622 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -2589719.500000 Penalty: 5026.111328
	Iteration 16Q: 3 clusters Score -2589720 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -2589794.000000 Penalty: 5026.111328
	Iteration 17Q: 3 clusters Score -2589794 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -2589845.000000 Penalty: 5026.111328
	Iteration 18Q: 3 clusters Score -2589845 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -2589902.250000 Penalty: 5026.111328
	Iteration 19Q: 3 clusters Score -2589902 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -2589940.500000 Penalty: 5026.111328
	Iteration 20F: 3 clusters Score -2589940 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -2589977.750000 Penalty: 5026.111328
	Iteration 21Q: 3 clusters Score -2589978 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -2590004.500000 Penalty: 5026.111328
	Iteration 22Q: 3 clusters Score -2590004 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -2590048.000000 Penalty: 5026.111328
	Iteration 23Q: 3 clusters Score -2590048 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -2590094.750000 Penalty: 5026.111328
	Iteration 24Q: 3 clusters Score -2590095 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2590149.500000 Penalty: 5026.111328
	Iteration 25Q: 3 clusters Score -2590150 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -2590184.750000 Penalty: 5026.111328
	Iteration 26Q: 3 clusters Score -2590185 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -2590202.750000 Penalty: 5026.111328
	Iteration 27Q: 3 clusters Score -2590203 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -2590255.000000 Penalty: 5026.111328
	Iteration 28Q: 3 clusters Score -2590255 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -2590305.250000 Penalty: 5026.111328
	Iteration 29Q: 3 clusters Score -2590305 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -2590359.750000 Penalty: 5026.111328
	Iteration 30Q: 3 clusters Score -2590360 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -2590420.750000 Penalty: 5026.111328
	Iteration 31Q: 3 clusters Score -2590421 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -2590468.000000 Penalty: 5026.111328
	Iteration 32Q: 3 clusters Score -2590468 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -2590497.000000 Penalty: 5026.111328
	Iteration 33Q: 3 clusters Score -2590497 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -2590546.000000 Penalty: 5026.111328
	Iteration 34Q: 3 clusters Score -2590546 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -2590584.750000 Penalty: 5026.111328
	Iteration 35Q: 3 clusters Score -2590585 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -2590630.750000 Penalty: 5026.111328
	Iteration 36Q: 3 clusters Score -2590631 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -2590678.500000 Penalty: 5026.111328
	Iteration 37Q: 3 clusters Score -2590678 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -2590723.000000 Penalty: 5026.111328
	Iteration 38Q: 3 clusters Score -2590723 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -2590765.500000 Penalty: 5026.111328
	Iteration 39Q: 3 clusters Score -2590766 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -2590799.750000 Penalty: 5026.111328
	Iteration 40F: 3 clusters Score -2590800 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -2590826.000000 Penalty: 5026.111328
	Iteration 41Q: 3 clusters Score -2590826 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -2590854.250000 Penalty: 5026.111328
	Iteration 42Q: 3 clusters Score -2590854 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -2590870.750000 Penalty: 5026.111328
	Iteration 43Q: 3 clusters Score -2590871 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -2590890.250000 Penalty: 5026.111328
	Iteration 44Q: 3 clusters Score -2590890 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -2590916.500000 Penalty: 5026.111328
	Iteration 45Q: 3 clusters Score -2590916 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -2590928.500000 Penalty: 5026.111328
	Iteration 46Q: 3 clusters Score -2590928 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -2590937.750000 Penalty: 5026.111328
	Iteration 47Q: 3 clusters Score -2590938 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -2590948.500000 Penalty: 5026.111328
	Iteration 48Q: 3 clusters Score -2590948 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -2590952.000000 Penalty: 5026.111328
	Iteration 49Q: 3 clusters Score -2590952 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -2590960.250000 Penalty: 5026.111328
	Iteration 50Q: 3 clusters Score -2590960 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -2590966.500000 Penalty: 5026.111328
	Iteration 51Q: 3 clusters Score -2590966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -2590974.750000 Penalty: 5026.111328
	Iteration 52Q: 3 clusters Score -2590975 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -2590973.750000 Penalty: 5026.111328
	Iteration 53Q: 3 clusters Score -2590974 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -2590980.250000 Penalty: 5026.111328
	Iteration 54Q: 3 clusters Score -2590980 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -2590979.250000 Penalty: 5026.111328
	Iteration 55Q: 3 clusters Score -2590979 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -2590988.750000 Penalty: 5026.111328
	Iteration 56Q: 3 clusters Score -2590989 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -2590995.500000 Penalty: 5026.111328
	Iteration 57Q: 3 clusters Score -2590996 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -2591005.250000 Penalty: 5026.111328
	Iteration 58Q: 3 clusters Score -2591005 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -2590999.250000 Penalty: 5026.111328
	Iteration 59Q: 3 clusters Score -2590999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -2591003.000000 Penalty: 5026.111328
	Iteration 60F: 3 clusters Score -2591003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -2590999.500000 Penalty: 5026.111328
	Iteration 61Q: 3 clusters Score -2591000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -2591005.250000 Penalty: 5026.111328
	Iteration 62Q: 3 clusters Score -2591005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -2591003.250000 Penalty: 5026.111328
	Iteration 63Q: 3 clusters Score -2591003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -2591004.250000 Penalty: 5026.111328
	Iteration 64Q: 3 clusters Score -2591004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -2591005.500000 Penalty: 5026.111328
	Iteration 65Q: 3 clusters Score -2591006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -2591006.500000 Penalty: 5026.111328
	Iteration 66Q: 3 clusters Score -2591006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -2591004.750000 Penalty: 5026.111328
	Iteration 67Q: 3 clusters Score -2591005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -2591006.500000 Penalty: 5026.111328
	Iteration 68Q: 3 clusters Score -2591006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -2591007.250000 Penalty: 5026.111328
	Iteration 69Q: 3 clusters Score -2591007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -2591011.000000 Penalty: 5026.111328
	Iteration 70Q: 3 clusters Score -2591011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -2591010.250000 Penalty: 5026.111328
	Iteration 71Q: 3 clusters Score -2591010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -2591009.500000 Penalty: 5026.111328
	Iteration 72Q: 3 clusters Score -2591010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -2591011.250000 Penalty: 5026.111328
	Iteration 73Q: 3 clusters Score -2591011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -2591011.750000 Penalty: 5026.111328
	Iteration 74Q: 3 clusters Score -2591012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -2591011.750000 Penalty: 5026.111328
	Iteration 75Q: 3 clusters Score -2591012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -2591009.000000 Penalty: 5026.111328
	Iteration 76Q: 3 clusters Score -2591009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -2591014.500000 Penalty: 5026.111328
	Iteration 77Q: 3 clusters Score -2591014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -2591012.000000 Penalty: 5026.111328
	Iteration 78Q: 3 clusters Score -2591012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -2591014.000000 Penalty: 5026.111328
	Iteration 79Q: 3 clusters Score -2591014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -2591014.000000 Penalty: 5026.111328
	Iteration 80F: 3 clusters Score -2591014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -2591013.000000 Penalty: 5026.111328
	Iteration 81Q: 3 clusters Score -2591013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -2591013.000000 Penalty: 5026.111328
	Iteration 82F: 3 clusters Score -2591013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (103942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103942 members 
Entering Unmasked Estep 
Score: -11447858.000000 Penalty: 2864.793945
	Iteration 0F: 2 clusters Score -1.144786e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51950 members 
Mstep: Class 2 contains 51992 members 
Entering Unmasked Estep 
Score: -11378285.000000 Penalty: 5729.587891
	Iteration 0F: 3 clusters Score -1.137828e+07 nChanged 49414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51620 members 
Mstep: Class 2 contains 52322 members 
Entering Unmasked Estep 
Score: -11406294.000000 Penalty: 5729.587891
	Iteration 1F: 3 clusters Score -1.140629e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51574 members 
Mstep: Class 2 contains 52368 members 
Entering Unmasked Estep 
Score: -11406942.000000 Penalty: 5729.587891
	Iteration 2Q: 3 clusters Score -1.140694e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51504 members 
Mstep: Class 2 contains 52438 members 
Entering Unmasked Estep 
Score: -11407651.000000 Penalty: 5729.587891
	Iteration 3Q: 3 clusters Score -1.140765e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51288 members 
Mstep: Class 2 contains 52654 members 
Entering Unmasked Estep 
Score: -11408339.000000 Penalty: 5729.587891
	Iteration 4Q: 3 clusters Score -1.140834e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50869 members 
Mstep: Class 2 contains 53073 members 
Entering Unmasked Estep 
Score: -11409099.000000 Penalty: 5729.587891
	Iteration 5Q: 3 clusters Score -1.14091e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50304 members 
Mstep: Class 2 contains 53638 members 
Entering Unmasked Estep 
Score: -11410140.000000 Penalty: 5729.587891
	Iteration 6Q: 3 clusters Score -1.141014e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49446 members 
Mstep: Class 2 contains 54496 members 
Entering Unmasked Estep 
Score: -11411385.000000 Penalty: 5729.587891
	Iteration 7Q: 3 clusters Score -1.141138e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48169 members 
Mstep: Class 2 contains 55773 members 
Entering Unmasked Estep 
Score: -11412993.000000 Penalty: 5729.587891
	Iteration 8Q: 3 clusters Score -1.141299e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46435 members 
Mstep: Class 2 contains 57507 members 
Entering Unmasked Estep 
Score: -11415174.000000 Penalty: 5729.587891
	Iteration 9Q: 3 clusters Score -1.141517e+07 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 59497 members 
Entering Unmasked Estep 
Score: -11417967.000000 Penalty: 5729.587891
	Iteration 10Q: 3 clusters Score -1.141797e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 61578 members 
Entering Unmasked Estep 
Score: -11421416.000000 Penalty: 5729.587891
	Iteration 11F: 3 clusters Score -1.142142e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 63591 members 
Entering Unmasked Estep 
Score: -11424805.000000 Penalty: 5729.587891
	Iteration 12F: 3 clusters Score -1.14248e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38645 members 
Mstep: Class 2 contains 65297 members 
Entering Unmasked Estep 
Score: -11427293.000000 Penalty: 5729.587891
	Iteration 13Q: 3 clusters Score -1.142729e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 66726 members 
Entering Unmasked Estep 
Score: -11428522.000000 Penalty: 5729.587891
	Iteration 14Q: 3 clusters Score -1.142852e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35707 members 
Mstep: Class 2 contains 68235 members 
Entering Unmasked Estep 
Score: -11429166.000000 Penalty: 5729.587891
	Iteration 15Q: 3 clusters Score -1.142917e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 69750 members 
Entering Unmasked Estep 
Score: -11429559.000000 Penalty: 5729.587891
	Iteration 16Q: 3 clusters Score -1.142956e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 71288 members 
Entering Unmasked Estep 
Score: -11429965.000000 Penalty: 5729.587891
	Iteration 17Q: 3 clusters Score -1.142996e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 72906 members 
Entering Unmasked Estep 
Score: -11430460.000000 Penalty: 5729.587891
	Iteration 18Q: 3 clusters Score -1.143046e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 74634 members 
Entering Unmasked Estep 
Score: -11430963.000000 Penalty: 5729.587891
	Iteration 19Q: 3 clusters Score -1.143096e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 76474 members 
Entering Unmasked Estep 
Score: -11431511.000000 Penalty: 5729.587891
	Iteration 20F: 3 clusters Score -1.143151e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 78456 members 
Entering Unmasked Estep 
Score: -11432156.000000 Penalty: 5729.587891
	Iteration 21Q: 3 clusters Score -1.143216e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 80556 members 
Entering Unmasked Estep 
Score: -11432932.000000 Penalty: 5729.587891
	Iteration 22Q: 3 clusters Score -1.143293e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 82775 members 
Entering Unmasked Estep 
Score: -11433846.000000 Penalty: 5729.587891
	Iteration 23Q: 3 clusters Score -1.143385e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 85019 members 
Entering Unmasked Estep 
Score: -11434808.000000 Penalty: 5729.587891
	Iteration 24Q: 3 clusters Score -1.143481e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 87265 members 
Entering Unmasked Estep 
Score: -11435858.000000 Penalty: 5729.587891
	Iteration 25Q: 3 clusters Score -1.143586e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 89467 members 
Entering Unmasked Estep 
Score: -11437059.000000 Penalty: 5729.587891
	Iteration 26Q: 3 clusters Score -1.143706e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 91641 members 
Entering Unmasked Estep 
Score: -11438106.000000 Penalty: 5729.587891
	Iteration 27Q: 3 clusters Score -1.143811e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 93780 members 
Entering Unmasked Estep 
Score: -11439282.000000 Penalty: 5729.587891
	Iteration 28Q: 3 clusters Score -1.143928e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 95720 members 
Entering Unmasked Estep 
Score: -11440490.000000 Penalty: 5729.587891
	Iteration 29Q: 3 clusters Score -1.144049e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 97439 members 
Entering Unmasked Estep 
Score: -11441530.000000 Penalty: 5729.587891
	Iteration 30Q: 3 clusters Score -1.144153e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 98913 members 
Entering Unmasked Estep 
Score: -11442518.000000 Penalty: 5729.587891
	Iteration 31Q: 3 clusters Score -1.144252e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 100118 members 
Entering Unmasked Estep 
Score: -11443325.000000 Penalty: 5729.587891
	Iteration 32Q: 3 clusters Score -1.144332e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 101018 members 
Entering Unmasked Estep 
Score: -11443942.000000 Penalty: 5729.587891
	Iteration 33Q: 3 clusters Score -1.144394e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 101718 members 
Entering Unmasked Estep 
Score: -11444434.000000 Penalty: 5729.587891
	Iteration 34Q: 3 clusters Score -1.144443e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 102219 members 
Entering Unmasked Estep 
Score: -11444805.000000 Penalty: 5729.587891
	Iteration 35Q: 3 clusters Score -1.14448e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 102571 members 
Entering Unmasked Estep 
Score: -11445067.000000 Penalty: 5729.587891
	Iteration 36Q: 3 clusters Score -1.144507e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 102810 members 
Entering Unmasked Estep 
Score: -11445235.000000 Penalty: 5729.587891
	Iteration 37Q: 3 clusters Score -1.144524e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 102951 members 
Entering Unmasked Estep 
Score: -11445318.000000 Penalty: 5729.587891
	Iteration 38Q: 3 clusters Score -1.144532e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 103035 members 
Entering Unmasked Estep 
Score: -11445416.000000 Penalty: 5729.587891
	Iteration 39Q: 3 clusters Score -1.144542e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 103103 members 
Entering Unmasked Estep 
Score: -11445459.000000 Penalty: 5729.587891
	Iteration 40F: 3 clusters Score -1.144546e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 103146 members 
Entering Unmasked Estep 
Score: -11445508.000000 Penalty: 5729.587891
	Iteration 41Q: 3 clusters Score -1.144551e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 103182 members 
Entering Unmasked Estep 
Score: -11445523.000000 Penalty: 5729.587891
	Iteration 42Q: 3 clusters Score -1.144552e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 103215 members 
Entering Unmasked Estep 
Score: -11445556.000000 Penalty: 5729.587891
	Iteration 43Q: 3 clusters Score -1.144556e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 103232 members 
Entering Unmasked Estep 
Score: -11445557.000000 Penalty: 5729.587891
	Iteration 44Q: 3 clusters Score -1.144556e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 103246 members 
Entering Unmasked Estep 
Score: -11445581.000000 Penalty: 5729.587891
	Iteration 45Q: 3 clusters Score -1.144558e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 103261 members 
Entering Unmasked Estep 
Score: -11445592.000000 Penalty: 5729.587891
	Iteration 46Q: 3 clusters Score -1.144559e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 103270 members 
Entering Unmasked Estep 
Score: -11445580.000000 Penalty: 5729.587891
	Iteration 47Q: 3 clusters Score -1.144558e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 103281 members 
Entering Unmasked Estep 
Score: -11445616.000000 Penalty: 5729.587891
	Iteration 48Q: 3 clusters Score -1.144562e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 103294 members 
Entering Unmasked Estep 
Score: -11445629.000000 Penalty: 5729.587891
	Iteration 49Q: 3 clusters Score -1.144563e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 103301 members 
Entering Unmasked Estep 
Score: -11445631.000000 Penalty: 5729.587891
	Iteration 50Q: 3 clusters Score -1.144563e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 103310 members 
Entering Unmasked Estep 
Score: -11445639.000000 Penalty: 5729.587891
	Iteration 51Q: 3 clusters Score -1.144564e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 103314 members 
Entering Unmasked Estep 
Score: -11445657.000000 Penalty: 5729.587891
	Iteration 52Q: 3 clusters Score -1.144566e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 103322 members 
Entering Unmasked Estep 
Score: -11445696.000000 Penalty: 5729.587891
	Iteration 53Q: 3 clusters Score -1.14457e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 103339 members 
Entering Unmasked Estep 
Score: -11445709.000000 Penalty: 5729.587891
	Iteration 54Q: 3 clusters Score -1.144571e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 103354 members 
Entering Unmasked Estep 
Score: -11445715.000000 Penalty: 5729.587891
	Iteration 55Q: 3 clusters Score -1.144572e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 103364 members 
Entering Unmasked Estep 
Score: -11445732.000000 Penalty: 5729.587891
	Iteration 56Q: 3 clusters Score -1.144573e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 103373 members 
Entering Unmasked Estep 
Score: -11445746.000000 Penalty: 5729.587891
	Iteration 57Q: 3 clusters Score -1.144575e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 103374 members 
Entering Unmasked Estep 
Score: -11445758.000000 Penalty: 5729.587891
	Iteration 58Q: 3 clusters Score -1.144576e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 103376 members 
Entering Unmasked Estep 
Score: -11445764.000000 Penalty: 5729.587891
	Iteration 59Q: 3 clusters Score -1.144576e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 103380 members 
Entering Unmasked Estep 
Score: -11445764.000000 Penalty: 5729.587891
	Iteration 60F: 3 clusters Score -1.144576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 103383 members 
Entering Unmasked Estep 
Score: -11445762.000000 Penalty: 5729.587891
	Iteration 61Q: 3 clusters Score -1.144576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 103383 members 
Entering Unmasked Estep 
Score: -11445777.000000 Penalty: 5729.587891
	Iteration 62Q: 3 clusters Score -1.144578e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 103384 members 
Entering Unmasked Estep 
Score: -11445768.000000 Penalty: 5729.587891
	Iteration 63Q: 3 clusters Score -1.144577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 103384 members 
Entering Unmasked Estep 
Score: -11445763.000000 Penalty: 5729.587891
	Iteration 64Q: 3 clusters Score -1.144576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 103385 members 
Entering Unmasked Estep 
Score: -11445780.000000 Penalty: 5729.587891
	Iteration 65Q: 3 clusters Score -1.144578e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 103385 members 
Entering Unmasked Estep 
Score: -11445780.000000 Penalty: 5729.587891
	Iteration 66F: 3 clusters Score -1.144578e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Entering Unmasked Estep 
Score: -291760.500000 Penalty: 1987.309082
	Iteration 0F: 2 clusters Score -291760.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -288524.187500 Penalty: 3974.618164
	Iteration 0F: 3 clusters Score -288524.2 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -289405.125000 Penalty: 3974.618164
	Iteration 1F: 3 clusters Score -289405.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -290003.062500 Penalty: 3974.618164
	Iteration 2F: 3 clusters Score -290003.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -290463.156250 Penalty: 3974.618164
	Iteration 3F: 3 clusters Score -290463.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -290978.968750 Penalty: 3974.618164
	Iteration 4F: 3 clusters Score -290979 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -291331.093750 Penalty: 3974.618164
	Iteration 5F: 3 clusters Score -291331.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -291543.437500 Penalty: 3974.618164
	Iteration 6F: 3 clusters Score -291543.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -291689.218750 Penalty: 3974.618164
	Iteration 7Q: 3 clusters Score -291689.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -291768.812500 Penalty: 3974.618164
	Iteration 8Q: 3 clusters Score -291768.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -291827.281250 Penalty: 3974.618164
	Iteration 9Q: 3 clusters Score -291827.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -291879.593750 Penalty: 3974.618164
	Iteration 10Q: 3 clusters Score -291879.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -291903.968750 Penalty: 3974.618164
	Iteration 11Q: 3 clusters Score -291904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -291925.187500 Penalty: 3974.618164
	Iteration 12Q: 3 clusters Score -291925.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -291935.125000 Penalty: 3974.618164
	Iteration 13Q: 3 clusters Score -291935.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -291939.500000 Penalty: 3974.618164
	Iteration 14Q: 3 clusters Score -291939.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -291944.062500 Penalty: 3974.618164
	Iteration 15Q: 3 clusters Score -291944.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -291945.906250 Penalty: 3974.618164
	Iteration 16Q: 3 clusters Score -291945.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -291949.593750 Penalty: 3974.618164
	Iteration 17Q: 3 clusters Score -291949.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -291952.437500 Penalty: 3974.618164
	Iteration 18Q: 3 clusters Score -291952.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -291953.687500 Penalty: 3974.618164
	Iteration 19Q: 3 clusters Score -291953.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -291953.906250 Penalty: 3974.618164
	Iteration 20F: 3 clusters Score -291953.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -291954.312500 Penalty: 3974.618164
	Iteration 21Q: 3 clusters Score -291954.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -291955.218750 Penalty: 3974.618164
	Iteration 22Q: 3 clusters Score -291955.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -291955.062500 Penalty: 3974.618164
	Iteration 23Q: 3 clusters Score -291955.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -291955.062500 Penalty: 3974.618164
	Iteration 24F: 3 clusters Score -291955.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156958 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11874 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24818 members 
Mstep: Class 6 contains 72589 members 
Mstep: Class 7 contains 12099 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182207 members 
Mstep: Class 10 contains 12716 members 
Mstep: Class 11 contains 59987 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43850 members 
Mstep: Class 15 contains 12209 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25167 members 
Mstep: Class 18 contains 103942 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38778 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9015 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14293 members 
Mstep: Class 29 contains 22777 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13453 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67900 members 
Mstep: Class 34 contains 26188 members 
Mstep: Class 35 contains 15215 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18913 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14142 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18816 members 
Mstep: Class 48 contains 3615 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33324 members 
Mstep: Class 52 contains 7804 members 
Mstep: Class 53 contains 2739 members 
Entering Unmasked Estep 
Score: -115180560.000000 Penalty: 182896.359375
Splitting cluster 19 changes total score from -115182112.000000 to -115180560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (5602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Entering Unmasked Estep 
Score: -531287.125000 Penalty: 2140.458008
	Iteration 0F: 2 clusters Score -531287.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -526469.375000 Penalty: 4280.916016
	Iteration 0F: 3 clusters Score -526469.4 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -527913.375000 Penalty: 4280.916016
	Iteration 1F: 3 clusters Score -527913.4 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -528289.000000 Penalty: 4280.916016
	Iteration 2F: 3 clusters Score -528289 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -528563.375000 Penalty: 4280.916016
	Iteration 3F: 3 clusters Score -528563.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -528768.687500 Penalty: 4280.916016
	Iteration 4F: 3 clusters Score -528768.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -528923.312500 Penalty: 4280.916016
	Iteration 5Q: 3 clusters Score -528923.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -529061.812500 Penalty: 4280.916016
	Iteration 6Q: 3 clusters Score -529061.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -529192.562500 Penalty: 4280.916016
	Iteration 7Q: 3 clusters Score -529192.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -529283.562500 Penalty: 4280.916016
	Iteration 8Q: 3 clusters Score -529283.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -529365.125000 Penalty: 4280.916016
	Iteration 9Q: 3 clusters Score -529365.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -529431.437500 Penalty: 4280.916016
	Iteration 10Q: 3 clusters Score -529431.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -529475.250000 Penalty: 4280.916016
	Iteration 11Q: 3 clusters Score -529475.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -529502.062500 Penalty: 4280.916016
	Iteration 12Q: 3 clusters Score -529502.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -529527.187500 Penalty: 4280.916016
	Iteration 13Q: 3 clusters Score -529527.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -529547.312500 Penalty: 4280.916016
	Iteration 14Q: 3 clusters Score -529547.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -529559.312500 Penalty: 4280.916016
	Iteration 15Q: 3 clusters Score -529559.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -529572.625000 Penalty: 4280.916016
	Iteration 16Q: 3 clusters Score -529572.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -529581.562500 Penalty: 4280.916016
	Iteration 17Q: 3 clusters Score -529581.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -529589.812500 Penalty: 4280.916016
	Iteration 18Q: 3 clusters Score -529589.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -529595.687500 Penalty: 4280.916016
	Iteration 19Q: 3 clusters Score -529595.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -529601.250000 Penalty: 4280.916016
	Iteration 20F: 3 clusters Score -529601.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -529603.937500 Penalty: 4280.916016
	Iteration 21Q: 3 clusters Score -529603.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -529608.937500 Penalty: 4280.916016
	Iteration 22Q: 3 clusters Score -529608.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -529611.125000 Penalty: 4280.916016
	Iteration 23Q: 3 clusters Score -529611.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -529613.187500 Penalty: 4280.916016
	Iteration 24Q: 3 clusters Score -529613.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -529614.500000 Penalty: 4280.916016
	Iteration 25Q: 3 clusters Score -529614.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -529617.562500 Penalty: 4280.916016
	Iteration 26Q: 3 clusters Score -529617.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -529619.125000 Penalty: 4280.916016
	Iteration 27Q: 3 clusters Score -529619.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -529618.937500 Penalty: 4280.916016
	Iteration 28Q: 3 clusters Score -529618.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -529620.250000 Penalty: 4280.916016
	Iteration 29Q: 3 clusters Score -529620.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -529619.437500 Penalty: 4280.916016
	Iteration 30Q: 3 clusters Score -529619.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -529620.562500 Penalty: 4280.916016
	Iteration 31Q: 3 clusters Score -529620.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -529621.125000 Penalty: 4280.916016
	Iteration 32Q: 3 clusters Score -529621.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -529621.437500 Penalty: 4280.916016
	Iteration 33Q: 3 clusters Score -529621.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -529621.437500 Penalty: 4280.916016
	Iteration 34Q: 3 clusters Score -529621.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -529621.875000 Penalty: 4280.916016
	Iteration 35Q: 3 clusters Score -529621.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -529621.875000 Penalty: 4280.916016
	Iteration 36F: 3 clusters Score -529621.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Entering Unmasked Estep 
Score: -3958175.250000 Penalty: 2620.270752
	Iteration 0F: 2 clusters Score -3958175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -3931789.750000 Penalty: 5240.541504
	Iteration 0F: 3 clusters Score -3931790 nChanged 17822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -3941998.000000 Penalty: 5240.541504
	Iteration 1F: 3 clusters Score -3941998 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -3942815.000000 Penalty: 5240.541504
	Iteration 2F: 3 clusters Score -3942815 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -3943808.500000 Penalty: 5240.541504
	Iteration 3F: 3 clusters Score -3943808 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -3945263.250000 Penalty: 5240.541504
	Iteration 4F: 3 clusters Score -3945263 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -3947242.000000 Penalty: 5240.541504
	Iteration 5F: 3 clusters Score -3947242 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -3949628.500000 Penalty: 5240.541504
	Iteration 6F: 3 clusters Score -3949628 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -3952043.750000 Penalty: 5240.541504
	Iteration 7F: 3 clusters Score -3952044 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 34608 members 
Entering Unmasked Estep 
Score: -3953884.250000 Penalty: 5240.541504
	Iteration 8Q: 3 clusters Score -3953884 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -3955036.250000 Penalty: 5240.541504
	Iteration 9Q: 3 clusters Score -3955036 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -3955610.750000 Penalty: 5240.541504
	Iteration 10Q: 3 clusters Score -3955611 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -3955904.750000 Penalty: 5240.541504
	Iteration 11Q: 3 clusters Score -3955905 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 36426 members 
Entering Unmasked Estep 
Score: -3956107.500000 Penalty: 5240.541504
	Iteration 12Q: 3 clusters Score -3956108 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 36551 members 
Entering Unmasked Estep 
Score: -3956256.750000 Penalty: 5240.541504
	Iteration 13Q: 3 clusters Score -3956257 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -3956343.750000 Penalty: 5240.541504
	Iteration 14Q: 3 clusters Score -3956344 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -3956402.500000 Penalty: 5240.541504
	Iteration 15Q: 3 clusters Score -3956402 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 36793 members 
Entering Unmasked Estep 
Score: -3956454.500000 Penalty: 5240.541504
	Iteration 16Q: 3 clusters Score -3956454 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 36846 members 
Entering Unmasked Estep 
Score: -3956481.250000 Penalty: 5240.541504
	Iteration 17Q: 3 clusters Score -3956481 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -3956500.000000 Penalty: 5240.541504
	Iteration 18Q: 3 clusters Score -3956500 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -3956530.750000 Penalty: 5240.541504
	Iteration 19Q: 3 clusters Score -3956531 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 36946 members 
Entering Unmasked Estep 
Score: -3956553.750000 Penalty: 5240.541504
	Iteration 20F: 3 clusters Score -3956554 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 36971 members 
Entering Unmasked Estep 
Score: -3956559.500000 Penalty: 5240.541504
	Iteration 21Q: 3 clusters Score -3956560 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -3956564.250000 Penalty: 5240.541504
	Iteration 22Q: 3 clusters Score -3956564 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -3956570.000000 Penalty: 5240.541504
	Iteration 23Q: 3 clusters Score -3956570 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 37006 members 
Entering Unmasked Estep 
Score: -3956568.750000 Penalty: 5240.541504
	Iteration 24Q: 3 clusters Score -3956569 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -3956574.000000 Penalty: 5240.541504
	Iteration 25Q: 3 clusters Score -3956574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -3956579.500000 Penalty: 5240.541504
	Iteration 26Q: 3 clusters Score -3956580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 37022 members 
Entering Unmasked Estep 
Score: -3956579.000000 Penalty: 5240.541504
	Iteration 27Q: 3 clusters Score -3956579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 37025 members 
Entering Unmasked Estep 
Score: -3956577.250000 Penalty: 5240.541504
	Iteration 28Q: 3 clusters Score -3956577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 37035 members 
Entering Unmasked Estep 
Score: -3956590.250000 Penalty: 5240.541504
	Iteration 29Q: 3 clusters Score -3956590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -3956580.750000 Penalty: 5240.541504
	Iteration 30Q: 3 clusters Score -3956581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -3956587.750000 Penalty: 5240.541504
	Iteration 31Q: 3 clusters Score -3956588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 37051 members 
Entering Unmasked Estep 
Score: -3956592.500000 Penalty: 5240.541504
	Iteration 32Q: 3 clusters Score -3956592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 37051 members 
Entering Unmasked Estep 
Score: -3956591.750000 Penalty: 5240.541504
	Iteration 33Q: 3 clusters Score -3956592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 37054 members 
Entering Unmasked Estep 
Score: -3956594.250000 Penalty: 5240.541504
	Iteration 34Q: 3 clusters Score -3956594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 37056 members 
Entering Unmasked Estep 
Score: -3956594.500000 Penalty: 5240.541504
	Iteration 35Q: 3 clusters Score -3956594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 37057 members 
Entering Unmasked Estep 
Score: -3956598.500000 Penalty: 5240.541504
	Iteration 36Q: 3 clusters Score -3956598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 37059 members 
Entering Unmasked Estep 
Score: -3956602.000000 Penalty: 5240.541504
	Iteration 37Q: 3 clusters Score -3956602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 37061 members 
Entering Unmasked Estep 
Score: -3956603.500000 Penalty: 5240.541504
	Iteration 38Q: 3 clusters Score -3956604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 37065 members 
Entering Unmasked Estep 
Score: -3956604.250000 Penalty: 5240.541504
	Iteration 39Q: 3 clusters Score -3956604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -3956609.750000 Penalty: 5240.541504
	Iteration 40F: 3 clusters Score -3956610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 37069 members 
Entering Unmasked Estep 
Score: -3956604.500000 Penalty: 5240.541504
	Iteration 41Q: 3 clusters Score -3956604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -3956600.000000 Penalty: 5240.541504
	Iteration 42Q: 3 clusters Score -3956600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 37075 members 
Entering Unmasked Estep 
Score: -3956607.000000 Penalty: 5240.541504
	Iteration 43Q: 3 clusters Score -3956607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 37076 members 
Entering Unmasked Estep 
Score: -3956609.750000 Penalty: 5240.541504
	Iteration 44Q: 3 clusters Score -3956610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 37076 members 
Entering Unmasked Estep 
Score: -3956609.750000 Penalty: 5240.541504
	Iteration 45F: 3 clusters Score -3956610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Entering Unmasked Estep 
Score: -133082.812500 Penalty: 1792.280151
	Iteration 0F: 2 clusters Score -133082.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -130877.851562 Penalty: 3584.560303
	Iteration 0F: 3 clusters Score -130877.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -131290.156250 Penalty: 3584.560303
	Iteration 1F: 3 clusters Score -131290.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -131471.265625 Penalty: 3584.560303
	Iteration 2F: 3 clusters Score -131471.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -131672.875000 Penalty: 3584.560303
	Iteration 3F: 3 clusters Score -131672.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -131903.937500 Penalty: 3584.560303
	Iteration 4F: 3 clusters Score -131903.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -132094.109375 Penalty: 3584.560303
	Iteration 5F: 3 clusters Score -132094.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -132271.765625 Penalty: 3584.560303
	Iteration 6Q: 3 clusters Score -132271.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -132428.921875 Penalty: 3584.560303
	Iteration 7Q: 3 clusters Score -132428.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -132556.671875 Penalty: 3584.560303
	Iteration 8Q: 3 clusters Score -132556.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -132647.343750 Penalty: 3584.560303
	Iteration 9Q: 3 clusters Score -132647.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -132717.843750 Penalty: 3584.560303
	Iteration 10Q: 3 clusters Score -132717.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -132741.078125 Penalty: 3584.560303
	Iteration 11Q: 3 clusters Score -132741.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -132761.421875 Penalty: 3584.560303
	Iteration 12Q: 3 clusters Score -132761.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -132770.218750 Penalty: 3584.560303
	Iteration 13Q: 3 clusters Score -132770.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -132772.890625 Penalty: 3584.560303
	Iteration 14Q: 3 clusters Score -132772.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -132774.812500 Penalty: 3584.560303
	Iteration 15Q: 3 clusters Score -132774.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -132774.812500 Penalty: 3584.560303
	Iteration 16F: 3 clusters Score -132774.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Entering Unmasked Estep 
Score: -338049.281250 Penalty: 1997.285034
	Iteration 0F: 2 clusters Score -338049.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -334750.937500 Penalty: 3994.570068
	Iteration 0F: 3 clusters Score -334750.9 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -335472.093750 Penalty: 3994.570068
	Iteration 1F: 3 clusters Score -335472.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -335713.468750 Penalty: 3994.570068
	Iteration 2F: 3 clusters Score -335713.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -335902.093750 Penalty: 3994.570068
	Iteration 3F: 3 clusters Score -335902.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -336119.437500 Penalty: 3994.570068
	Iteration 4F: 3 clusters Score -336119.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -336353.687500 Penalty: 3994.570068
	Iteration 5F: 3 clusters Score -336353.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -336546.531250 Penalty: 3994.570068
	Iteration 6F: 3 clusters Score -336546.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -336684.906250 Penalty: 3994.570068
	Iteration 7Q: 3 clusters Score -336684.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -336779.093750 Penalty: 3994.570068
	Iteration 8Q: 3 clusters Score -336779.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -336837.906250 Penalty: 3994.570068
	Iteration 9Q: 3 clusters Score -336837.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -336875.281250 Penalty: 3994.570068
	Iteration 10Q: 3 clusters Score -336875.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -336889.718750 Penalty: 3994.570068
	Iteration 11Q: 3 clusters Score -336889.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -336898.125000 Penalty: 3994.570068
	Iteration 12Q: 3 clusters Score -336898.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -336903.437500 Penalty: 3994.570068
	Iteration 13Q: 3 clusters Score -336903.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -336905.750000 Penalty: 3994.570068
	Iteration 14Q: 3 clusters Score -336905.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -336907.968750 Penalty: 3994.570068
	Iteration 15Q: 3 clusters Score -336908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -336910.125000 Penalty: 3994.570068
	Iteration 16Q: 3 clusters Score -336910.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -336912.156250 Penalty: 3994.570068
	Iteration 17Q: 3 clusters Score -336912.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -336911.843750 Penalty: 3994.570068
	Iteration 18Q: 3 clusters Score -336911.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -336912.093750 Penalty: 3994.570068
	Iteration 19Q: 3 clusters Score -336912.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -336912.687500 Penalty: 3994.570068
	Iteration 20F: 3 clusters Score -336912.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -336913.781250 Penalty: 3994.570068
	Iteration 21Q: 3 clusters Score -336913.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -336914.781250 Penalty: 3994.570068
	Iteration 22Q: 3 clusters Score -336914.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -336915.906250 Penalty: 3994.570068
	Iteration 23Q: 3 clusters Score -336915.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -336917.250000 Penalty: 3994.570068
	Iteration 24Q: 3 clusters Score -336917.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -336917.593750 Penalty: 3994.570068
	Iteration 25Q: 3 clusters Score -336917.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -336917.593750 Penalty: 3994.570068
	Iteration 26F: 3 clusters Score -336917.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Entering Unmasked Estep 
Score: -968272.187500 Penalty: 2258.447998
	Iteration 0F: 2 clusters Score -968272.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -961194.937500 Penalty: 4516.895996
	Iteration 0F: 3 clusters Score -961194.9 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -963134.062500 Penalty: 4516.895996
	Iteration 1F: 3 clusters Score -963134.1 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -963430.562500 Penalty: 4516.895996
	Iteration 2F: 3 clusters Score -963430.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -963624.000000 Penalty: 4516.895996
	Iteration 3Q: 3 clusters Score -963624 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -963788.812500 Penalty: 4516.895996
	Iteration 4Q: 3 clusters Score -963788.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -963924.187500 Penalty: 4516.895996
	Iteration 5Q: 3 clusters Score -963924.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -964061.687500 Penalty: 4516.895996
	Iteration 6Q: 3 clusters Score -964061.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -964177.125000 Penalty: 4516.895996
	Iteration 7Q: 3 clusters Score -964177.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -964299.500000 Penalty: 4516.895996
	Iteration 8Q: 3 clusters Score -964299.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -964400.125000 Penalty: 4516.895996
	Iteration 9Q: 3 clusters Score -964400.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -964486.375000 Penalty: 4516.895996
	Iteration 10Q: 3 clusters Score -964486.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -964555.375000 Penalty: 4516.895996
	Iteration 11Q: 3 clusters Score -964555.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -964608.500000 Penalty: 4516.895996
	Iteration 12Q: 3 clusters Score -964608.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -964657.937500 Penalty: 4516.895996
	Iteration 13Q: 3 clusters Score -964657.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -964703.812500 Penalty: 4516.895996
	Iteration 14Q: 3 clusters Score -964703.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -964743.187500 Penalty: 4516.895996
	Iteration 15Q: 3 clusters Score -964743.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -964781.500000 Penalty: 4516.895996
	Iteration 16Q: 3 clusters Score -964781.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -964829.187500 Penalty: 4516.895996
	Iteration 17Q: 3 clusters Score -964829.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -964868.750000 Penalty: 4516.895996
	Iteration 18Q: 3 clusters Score -964868.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -964915.500000 Penalty: 4516.895996
	Iteration 19Q: 3 clusters Score -964915.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -964956.812500 Penalty: 4516.895996
	Iteration 20F: 3 clusters Score -964956.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -964997.062500 Penalty: 4516.895996
	Iteration 21Q: 3 clusters Score -964997.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -965042.625000 Penalty: 4516.895996
	Iteration 22Q: 3 clusters Score -965042.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -965101.312500 Penalty: 4516.895996
	Iteration 23Q: 3 clusters Score -965101.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -965155.875000 Penalty: 4516.895996
	Iteration 24Q: 3 clusters Score -965155.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -965217.750000 Penalty: 4516.895996
	Iteration 25Q: 3 clusters Score -965217.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -965269.625000 Penalty: 4516.895996
	Iteration 26Q: 3 clusters Score -965269.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -965315.937500 Penalty: 4516.895996
	Iteration 27Q: 3 clusters Score -965315.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -965351.187500 Penalty: 4516.895996
	Iteration 28Q: 3 clusters Score -965351.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -965397.812500 Penalty: 4516.895996
	Iteration 29Q: 3 clusters Score -965397.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -965434.937500 Penalty: 4516.895996
	Iteration 30Q: 3 clusters Score -965434.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -965466.062500 Penalty: 4516.895996
	Iteration 31Q: 3 clusters Score -965466.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -965495.500000 Penalty: 4516.895996
	Iteration 32Q: 3 clusters Score -965495.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -965519.250000 Penalty: 4516.895996
	Iteration 33Q: 3 clusters Score -965519.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -965544.562500 Penalty: 4516.895996
	Iteration 34Q: 3 clusters Score -965544.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -965573.312500 Penalty: 4516.895996
	Iteration 35Q: 3 clusters Score -965573.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -965599.125000 Penalty: 4516.895996
	Iteration 36Q: 3 clusters Score -965599.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -965621.562500 Penalty: 4516.895996
	Iteration 37Q: 3 clusters Score -965621.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -965650.875000 Penalty: 4516.895996
	Iteration 38Q: 3 clusters Score -965650.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -965676.375000 Penalty: 4516.895996
	Iteration 39Q: 3 clusters Score -965676.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -965704.625000 Penalty: 4516.895996
	Iteration 40F: 3 clusters Score -965704.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -965732.875000 Penalty: 4516.895996
	Iteration 41Q: 3 clusters Score -965732.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -965768.250000 Penalty: 4516.895996
	Iteration 42Q: 3 clusters Score -965768.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -965805.312500 Penalty: 4516.895996
	Iteration 43Q: 3 clusters Score -965805.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -965844.687500 Penalty: 4516.895996
	Iteration 44Q: 3 clusters Score -965844.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -965884.062500 Penalty: 4516.895996
	Iteration 45Q: 3 clusters Score -965884.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -965917.375000 Penalty: 4516.895996
	Iteration 46Q: 3 clusters Score -965917.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -965941.687500 Penalty: 4516.895996
	Iteration 47Q: 3 clusters Score -965941.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -965966.500000 Penalty: 4516.895996
	Iteration 48Q: 3 clusters Score -965966.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -965994.875000 Penalty: 4516.895996
	Iteration 49Q: 3 clusters Score -965994.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -966024.062500 Penalty: 4516.895996
	Iteration 50Q: 3 clusters Score -966024.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -966052.250000 Penalty: 4516.895996
	Iteration 51Q: 3 clusters Score -966052.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -966079.625000 Penalty: 4516.895996
	Iteration 52Q: 3 clusters Score -966079.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -966101.125000 Penalty: 4516.895996
	Iteration 53Q: 3 clusters Score -966101.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -966119.687500 Penalty: 4516.895996
	Iteration 54Q: 3 clusters Score -966119.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -966130.500000 Penalty: 4516.895996
	Iteration 55Q: 3 clusters Score -966130.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -966153.000000 Penalty: 4516.895996
	Iteration 56Q: 3 clusters Score -966153 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -966167.000000 Penalty: 4516.895996
	Iteration 57Q: 3 clusters Score -966167 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -966178.812500 Penalty: 4516.895996
	Iteration 58Q: 3 clusters Score -966178.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -966190.312500 Penalty: 4516.895996
	Iteration 59Q: 3 clusters Score -966190.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -966202.875000 Penalty: 4516.895996
	Iteration 60F: 3 clusters Score -966202.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -966214.125000 Penalty: 4516.895996
	Iteration 61Q: 3 clusters Score -966214.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -966219.125000 Penalty: 4516.895996
	Iteration 62Q: 3 clusters Score -966219.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -966223.687500 Penalty: 4516.895996
	Iteration 63Q: 3 clusters Score -966223.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -966229.937500 Penalty: 4516.895996
	Iteration 64Q: 3 clusters Score -966229.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -966240.187500 Penalty: 4516.895996
	Iteration 65Q: 3 clusters Score -966240.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -966247.187500 Penalty: 4516.895996
	Iteration 66Q: 3 clusters Score -966247.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -966251.187500 Penalty: 4516.895996
	Iteration 67Q: 3 clusters Score -966251.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -966260.125000 Penalty: 4516.895996
	Iteration 68Q: 3 clusters Score -966260.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -966265.312500 Penalty: 4516.895996
	Iteration 69Q: 3 clusters Score -966265.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -966269.250000 Penalty: 4516.895996
	Iteration 70Q: 3 clusters Score -966269.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -966272.187500 Penalty: 4516.895996
	Iteration 71Q: 3 clusters Score -966272.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -966273.937500 Penalty: 4516.895996
	Iteration 72Q: 3 clusters Score -966273.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -966276.312500 Penalty: 4516.895996
	Iteration 73Q: 3 clusters Score -966276.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -966274.687500 Penalty: 4516.895996
	Iteration 74Q: 3 clusters Score -966274.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -966278.125000 Penalty: 4516.895996
	Iteration 75Q: 3 clusters Score -966278.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -966281.437500 Penalty: 4516.895996
	Iteration 76Q: 3 clusters Score -966281.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -966283.187500 Penalty: 4516.895996
	Iteration 77Q: 3 clusters Score -966283.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -966284.937500 Penalty: 4516.895996
	Iteration 78Q: 3 clusters Score -966284.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -966284.812500 Penalty: 4516.895996
	Iteration 79Q: 3 clusters Score -966284.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -966284.812500 Penalty: 4516.895996
	Iteration 80F: 3 clusters Score -966284.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Entering Unmasked Estep 
Score: -447835.718750 Penalty: 2074.686768
	Iteration 0F: 2 clusters Score -447835.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -443758.000000 Penalty: 4149.373535
	Iteration 0F: 3 clusters Score -443758 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -444744.375000 Penalty: 4149.373535
	Iteration 1F: 3 clusters Score -444744.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -444983.093750 Penalty: 4149.373535
	Iteration 2F: 3 clusters Score -444983.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -445138.156250 Penalty: 4149.373535
	Iteration 3F: 3 clusters Score -445138.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -445273.656250 Penalty: 4149.373535
	Iteration 4Q: 3 clusters Score -445273.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -445400.781250 Penalty: 4149.373535
	Iteration 5Q: 3 clusters Score -445400.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -445515.562500 Penalty: 4149.373535
	Iteration 6Q: 3 clusters Score -445515.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -445607.875000 Penalty: 4149.373535
	Iteration 7Q: 3 clusters Score -445607.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -445703.187500 Penalty: 4149.373535
	Iteration 8Q: 3 clusters Score -445703.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -445808.843750 Penalty: 4149.373535
	Iteration 9Q: 3 clusters Score -445808.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -445922.875000 Penalty: 4149.373535
	Iteration 10Q: 3 clusters Score -445922.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -446036.968750 Penalty: 4149.373535
	Iteration 11Q: 3 clusters Score -446037 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -446172.718750 Penalty: 4149.373535
	Iteration 12Q: 3 clusters Score -446172.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -446284.875000 Penalty: 4149.373535
	Iteration 13Q: 3 clusters Score -446284.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -446374.937500 Penalty: 4149.373535
	Iteration 14Q: 3 clusters Score -446374.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -446455.218750 Penalty: 4149.373535
	Iteration 15Q: 3 clusters Score -446455.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -446517.218750 Penalty: 4149.373535
	Iteration 16Q: 3 clusters Score -446517.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -446569.906250 Penalty: 4149.373535
	Iteration 17Q: 3 clusters Score -446569.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -446609.312500 Penalty: 4149.373535
	Iteration 18Q: 3 clusters Score -446609.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -446631.656250 Penalty: 4149.373535
	Iteration 19Q: 3 clusters Score -446631.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -446645.656250 Penalty: 4149.373535
	Iteration 20F: 3 clusters Score -446645.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -446654.781250 Penalty: 4149.373535
	Iteration 21Q: 3 clusters Score -446654.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -446666.250000 Penalty: 4149.373535
	Iteration 22Q: 3 clusters Score -446666.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -446671.531250 Penalty: 4149.373535
	Iteration 23Q: 3 clusters Score -446671.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -446675.937500 Penalty: 4149.373535
	Iteration 24Q: 3 clusters Score -446675.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -446678.781250 Penalty: 4149.373535
	Iteration 25Q: 3 clusters Score -446678.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -446680.968750 Penalty: 4149.373535
	Iteration 26Q: 3 clusters Score -446681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -446681.625000 Penalty: 4149.373535
	Iteration 27Q: 3 clusters Score -446681.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -446682.718750 Penalty: 4149.373535
	Iteration 28Q: 3 clusters Score -446682.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -446683.593750 Penalty: 4149.373535
	Iteration 29Q: 3 clusters Score -446683.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -446685.125000 Penalty: 4149.373535
	Iteration 30Q: 3 clusters Score -446685.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -446685.750000 Penalty: 4149.373535
	Iteration 31Q: 3 clusters Score -446685.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -446685.750000 Penalty: 4149.373535
	Iteration 32F: 3 clusters Score -446685.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Entering Unmasked Estep 
Score: -390811.906250 Penalty: 2041.051025
	Iteration 0F: 2 clusters Score -390811.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -387081.406250 Penalty: 4082.102051
	Iteration 0F: 3 clusters Score -387081.4 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -388031.718750 Penalty: 4082.102051
	Iteration 1F: 3 clusters Score -388031.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -388450.593750 Penalty: 4082.102051
	Iteration 2F: 3 clusters Score -388450.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -388835.656250 Penalty: 4082.102051
	Iteration 3F: 3 clusters Score -388835.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -389177.593750 Penalty: 4082.102051
	Iteration 4F: 3 clusters Score -389177.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -389412.937500 Penalty: 4082.102051
	Iteration 5F: 3 clusters Score -389412.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -389543.593750 Penalty: 4082.102051
	Iteration 6Q: 3 clusters Score -389543.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -389629.906250 Penalty: 4082.102051
	Iteration 7Q: 3 clusters Score -389629.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -389690.281250 Penalty: 4082.102051
	Iteration 8Q: 3 clusters Score -389690.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -389732.031250 Penalty: 4082.102051
	Iteration 9Q: 3 clusters Score -389732 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -389756.125000 Penalty: 4082.102051
	Iteration 10Q: 3 clusters Score -389756.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -389772.187500 Penalty: 4082.102051
	Iteration 11Q: 3 clusters Score -389772.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -389780.281250 Penalty: 4082.102051
	Iteration 12Q: 3 clusters Score -389780.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -389785.062500 Penalty: 4082.102051
	Iteration 13Q: 3 clusters Score -389785.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -389788.687500 Penalty: 4082.102051
	Iteration 14Q: 3 clusters Score -389788.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -389790.187500 Penalty: 4082.102051
	Iteration 15Q: 3 clusters Score -389790.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -389790.187500 Penalty: 4082.102051
	Iteration 16F: 3 clusters Score -389790.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Entering Unmasked Estep 
Score: -244878.640625 Penalty: 1910.233887
	Iteration 0F: 2 clusters Score -244878.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -242126.468750 Penalty: 3820.467773
	Iteration 0F: 3 clusters Score -242126.5 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -242564.609375 Penalty: 3820.467773
	Iteration 1F: 3 clusters Score -242564.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -242692.750000 Penalty: 3820.467773
	Iteration 2F: 3 clusters Score -242692.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -242761.234375 Penalty: 3820.467773
	Iteration 3Q: 3 clusters Score -242761.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -242813.046875 Penalty: 3820.467773
	Iteration 4Q: 3 clusters Score -242813 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -242844.546875 Penalty: 3820.467773
	Iteration 5Q: 3 clusters Score -242844.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -242864.390625 Penalty: 3820.467773
	Iteration 6Q: 3 clusters Score -242864.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -242882.890625 Penalty: 3820.467773
	Iteration 7Q: 3 clusters Score -242882.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -242896.421875 Penalty: 3820.467773
	Iteration 8Q: 3 clusters Score -242896.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -242915.640625 Penalty: 3820.467773
	Iteration 9Q: 3 clusters Score -242915.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -242926.609375 Penalty: 3820.467773
	Iteration 10Q: 3 clusters Score -242926.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -242934.937500 Penalty: 3820.467773
	Iteration 11Q: 3 clusters Score -242934.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -242940.937500 Penalty: 3820.467773
	Iteration 12Q: 3 clusters Score -242940.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -242944.906250 Penalty: 3820.467773
	Iteration 13Q: 3 clusters Score -242944.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -242948.781250 Penalty: 3820.467773
	Iteration 14Q: 3 clusters Score -242948.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -242950.640625 Penalty: 3820.467773
	Iteration 15Q: 3 clusters Score -242950.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -242953.671875 Penalty: 3820.467773
	Iteration 16Q: 3 clusters Score -242953.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -242955.828125 Penalty: 3820.467773
	Iteration 17Q: 3 clusters Score -242955.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -242957.765625 Penalty: 3820.467773
	Iteration 18Q: 3 clusters Score -242957.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -242959.109375 Penalty: 3820.467773
	Iteration 19Q: 3 clusters Score -242959.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -242959.343750 Penalty: 3820.467773
	Iteration 20F: 3 clusters Score -242959.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -242959.984375 Penalty: 3820.467773
	Iteration 21Q: 3 clusters Score -242960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -242960.046875 Penalty: 3820.467773
	Iteration 22Q: 3 clusters Score -242960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -242960.046875 Penalty: 3820.467773
	Iteration 23F: 3 clusters Score -242960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (14293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Entering Unmasked Estep 
Score: -1537164.250000 Penalty: 2372.746094
	Iteration 0F: 2 clusters Score -1537164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1526734.000000 Penalty: 4745.492188
	Iteration 0F: 3 clusters Score -1526734 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1530050.375000 Penalty: 4745.492188
	Iteration 1F: 3 clusters Score -1530050 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1530482.375000 Penalty: 4745.492188
	Iteration 2F: 3 clusters Score -1530482 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1530839.250000 Penalty: 4745.492188
	Iteration 3F: 3 clusters Score -1530839 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1531235.000000 Penalty: 4745.492188
	Iteration 4F: 3 clusters Score -1531235 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1531677.625000 Penalty: 4745.492188
	Iteration 5F: 3 clusters Score -1531678 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1532190.000000 Penalty: 4745.492188
	Iteration 6F: 3 clusters Score -1532190 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1532820.250000 Penalty: 4745.492188
	Iteration 7F: 3 clusters Score -1532820 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1533432.375000 Penalty: 4745.492188
	Iteration 8F: 3 clusters Score -1533432 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1534084.000000 Penalty: 4745.492188
	Iteration 9Q: 3 clusters Score -1534084 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1534683.250000 Penalty: 4745.492188
	Iteration 10Q: 3 clusters Score -1534683 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1535145.375000 Penalty: 4745.492188
	Iteration 11Q: 3 clusters Score -1535145 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1535433.375000 Penalty: 4745.492188
	Iteration 12Q: 3 clusters Score -1535433 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1535608.750000 Penalty: 4745.492188
	Iteration 13Q: 3 clusters Score -1535609 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1535718.875000 Penalty: 4745.492188
	Iteration 14Q: 3 clusters Score -1535719 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1535793.750000 Penalty: 4745.492188
	Iteration 15Q: 3 clusters Score -1535794 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1535859.375000 Penalty: 4745.492188
	Iteration 16Q: 3 clusters Score -1535859 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1535904.125000 Penalty: 4745.492188
	Iteration 17Q: 3 clusters Score -1535904 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1535945.500000 Penalty: 4745.492188
	Iteration 18Q: 3 clusters Score -1535946 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1535980.625000 Penalty: 4745.492188
	Iteration 19Q: 3 clusters Score -1535981 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1536001.750000 Penalty: 4745.492188
	Iteration 20F: 3 clusters Score -1536002 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1536023.375000 Penalty: 4745.492188
	Iteration 21Q: 3 clusters Score -1536023 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1536030.125000 Penalty: 4745.492188
	Iteration 22Q: 3 clusters Score -1536030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1536054.250000 Penalty: 4745.492188
	Iteration 23Q: 3 clusters Score -1536054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1536067.125000 Penalty: 4745.492188
	Iteration 24Q: 3 clusters Score -1536067 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1536076.750000 Penalty: 4745.492188
	Iteration 25Q: 3 clusters Score -1536077 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1536087.250000 Penalty: 4745.492188
	Iteration 26Q: 3 clusters Score -1536087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1536092.000000 Penalty: 4745.492188
	Iteration 27Q: 3 clusters Score -1536092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1536093.250000 Penalty: 4745.492188
	Iteration 28Q: 3 clusters Score -1536093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1536100.500000 Penalty: 4745.492188
	Iteration 29Q: 3 clusters Score -1536100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1536102.375000 Penalty: 4745.492188
	Iteration 30Q: 3 clusters Score -1536102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1536101.875000 Penalty: 4745.492188
	Iteration 31Q: 3 clusters Score -1536102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1536101.875000 Penalty: 4745.492188
	Iteration 32F: 3 clusters Score -1536102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (22777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Entering Unmasked Estep 
Score: -2386533.250000 Penalty: 2488.309570
	Iteration 0F: 2 clusters Score -2386533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2370710.250000 Penalty: 4976.619141
	Iteration 0F: 3 clusters Score -2370710 nChanged 10053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -2376318.500000 Penalty: 4976.619141
	Iteration 1F: 3 clusters Score -2376318 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -2376977.750000 Penalty: 4976.619141
	Iteration 2F: 3 clusters Score -2376978 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -2377629.250000 Penalty: 4976.619141
	Iteration 3F: 3 clusters Score -2377629 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -2378331.750000 Penalty: 4976.619141
	Iteration 4F: 3 clusters Score -2378332 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -2379156.000000 Penalty: 4976.619141
	Iteration 5F: 3 clusters Score -2379156 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2379962.500000 Penalty: 4976.619141
	Iteration 6F: 3 clusters Score -2379962 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -2380690.750000 Penalty: 4976.619141
	Iteration 7F: 3 clusters Score -2380691 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -2381362.500000 Penalty: 4976.619141
	Iteration 8Q: 3 clusters Score -2381362 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -2381867.250000 Penalty: 4976.619141
	Iteration 9Q: 3 clusters Score -2381867 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -2382202.250000 Penalty: 4976.619141
	Iteration 10Q: 3 clusters Score -2382202 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -2382427.750000 Penalty: 4976.619141
	Iteration 11Q: 3 clusters Score -2382428 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -2382602.000000 Penalty: 4976.619141
	Iteration 12Q: 3 clusters Score -2382602 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -2382769.250000 Penalty: 4976.619141
	Iteration 13Q: 3 clusters Score -2382769 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -2382926.000000 Penalty: 4976.619141
	Iteration 14Q: 3 clusters Score -2382926 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -2383040.500000 Penalty: 4976.619141
	Iteration 15Q: 3 clusters Score -2383040 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -2383174.250000 Penalty: 4976.619141
	Iteration 16Q: 3 clusters Score -2383174 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -2383327.750000 Penalty: 4976.619141
	Iteration 17Q: 3 clusters Score -2383328 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -2383483.250000 Penalty: 4976.619141
	Iteration 18Q: 3 clusters Score -2383483 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -2383597.000000 Penalty: 4976.619141
	Iteration 19Q: 3 clusters Score -2383597 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -2383671.500000 Penalty: 4976.619141
	Iteration 20F: 3 clusters Score -2383672 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -2383723.250000 Penalty: 4976.619141
	Iteration 21Q: 3 clusters Score -2383723 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -2383756.500000 Penalty: 4976.619141
	Iteration 22Q: 3 clusters Score -2383756 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -2383787.000000 Penalty: 4976.619141
	Iteration 23Q: 3 clusters Score -2383787 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -2383806.500000 Penalty: 4976.619141
	Iteration 24Q: 3 clusters Score -2383806 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -2383825.500000 Penalty: 4976.619141
	Iteration 25Q: 3 clusters Score -2383826 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -2383830.000000 Penalty: 4976.619141
	Iteration 26Q: 3 clusters Score -2383830 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -2383839.250000 Penalty: 4976.619141
	Iteration 27Q: 3 clusters Score -2383839 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -2383845.250000 Penalty: 4976.619141
	Iteration 28Q: 3 clusters Score -2383845 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -2383847.250000 Penalty: 4976.619141
	Iteration 29Q: 3 clusters Score -2383847 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -2383853.750000 Penalty: 4976.619141
	Iteration 30Q: 3 clusters Score -2383854 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -2383854.500000 Penalty: 4976.619141
	Iteration 31Q: 3 clusters Score -2383854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -2383850.500000 Penalty: 4976.619141
	Iteration 32Q: 3 clusters Score -2383850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -2383849.750000 Penalty: 4976.619141
	Iteration 33Q: 3 clusters Score -2383850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -2383851.750000 Penalty: 4976.619141
	Iteration 34Q: 3 clusters Score -2383852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -2383852.500000 Penalty: 4976.619141
	Iteration 35Q: 3 clusters Score -2383852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -2383855.250000 Penalty: 4976.619141
	Iteration 36Q: 3 clusters Score -2383855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -2383855.500000 Penalty: 4976.619141
	Iteration 37Q: 3 clusters Score -2383856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -2383851.750000 Penalty: 4976.619141
	Iteration 38Q: 3 clusters Score -2383852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -2383853.000000 Penalty: 4976.619141
	Iteration 39Q: 3 clusters Score -2383853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -2383851.000000 Penalty: 4976.619141
	Iteration 40F: 3 clusters Score -2383851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -2383850.500000 Penalty: 4976.619141
	Iteration 41Q: 3 clusters Score -2383850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -2383852.750000 Penalty: 4976.619141
	Iteration 42Q: 3 clusters Score -2383853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -2383852.250000 Penalty: 4976.619141
	Iteration 43Q: 3 clusters Score -2383852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -2383854.750000 Penalty: 4976.619141
	Iteration 44Q: 3 clusters Score -2383855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -2383853.750000 Penalty: 4976.619141
	Iteration 45Q: 3 clusters Score -2383854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -2383854.500000 Penalty: 4976.619141
	Iteration 46Q: 3 clusters Score -2383854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -2383854.500000 Penalty: 4976.619141
	Iteration 47F: 3 clusters Score -2383854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Entering Unmasked Estep 
Score: -326544.218750 Penalty: 1990.975952
	Iteration 0F: 2 clusters Score -326544.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -323205.031250 Penalty: 3981.951904
	Iteration 0F: 3 clusters Score -323205 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -323901.875000 Penalty: 3981.951904
	Iteration 1F: 3 clusters Score -323901.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -324067.750000 Penalty: 3981.951904
	Iteration 2F: 3 clusters Score -324067.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -324181.281250 Penalty: 3981.951904
	Iteration 3Q: 3 clusters Score -324181.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -324273.406250 Penalty: 3981.951904
	Iteration 4Q: 3 clusters Score -324273.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -324341.375000 Penalty: 3981.951904
	Iteration 5Q: 3 clusters Score -324341.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -324383.343750 Penalty: 3981.951904
	Iteration 6Q: 3 clusters Score -324383.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -324413.531250 Penalty: 3981.951904
	Iteration 7Q: 3 clusters Score -324413.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -324433.406250 Penalty: 3981.951904
	Iteration 8Q: 3 clusters Score -324433.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -324453.687500 Penalty: 3981.951904
	Iteration 9Q: 3 clusters Score -324453.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -324474.156250 Penalty: 3981.951904
	Iteration 10Q: 3 clusters Score -324474.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -324498.687500 Penalty: 3981.951904
	Iteration 11Q: 3 clusters Score -324498.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -324517.375000 Penalty: 3981.951904
	Iteration 12Q: 3 clusters Score -324517.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -324534.468750 Penalty: 3981.951904
	Iteration 13Q: 3 clusters Score -324534.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -324550.718750 Penalty: 3981.951904
	Iteration 14Q: 3 clusters Score -324550.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -324563.843750 Penalty: 3981.951904
	Iteration 15Q: 3 clusters Score -324563.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -324575.718750 Penalty: 3981.951904
	Iteration 16Q: 3 clusters Score -324575.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -324583.531250 Penalty: 3981.951904
	Iteration 17Q: 3 clusters Score -324583.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -324590.812500 Penalty: 3981.951904
	Iteration 18Q: 3 clusters Score -324590.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -324597.468750 Penalty: 3981.951904
	Iteration 19Q: 3 clusters Score -324597.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -324603.375000 Penalty: 3981.951904
	Iteration 20F: 3 clusters Score -324603.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -324610.562500 Penalty: 3981.951904
	Iteration 21Q: 3 clusters Score -324610.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -324618.812500 Penalty: 3981.951904
	Iteration 22Q: 3 clusters Score -324618.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -324627.906250 Penalty: 3981.951904
	Iteration 23Q: 3 clusters Score -324627.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -324636.312500 Penalty: 3981.951904
	Iteration 24Q: 3 clusters Score -324636.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -324646.031250 Penalty: 3981.951904
	Iteration 25Q: 3 clusters Score -324646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -324654.937500 Penalty: 3981.951904
	Iteration 26Q: 3 clusters Score -324654.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -324660.437500 Penalty: 3981.951904
	Iteration 27Q: 3 clusters Score -324660.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -324666.437500 Penalty: 3981.951904
	Iteration 28Q: 3 clusters Score -324666.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -324672.937500 Penalty: 3981.951904
	Iteration 29Q: 3 clusters Score -324672.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -324676.812500 Penalty: 3981.951904
	Iteration 30Q: 3 clusters Score -324676.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -324681.250000 Penalty: 3981.951904
	Iteration 31Q: 3 clusters Score -324681.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -324685.687500 Penalty: 3981.951904
	Iteration 32Q: 3 clusters Score -324685.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -324690.031250 Penalty: 3981.951904
	Iteration 33Q: 3 clusters Score -324690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -324694.375000 Penalty: 3981.951904
	Iteration 34Q: 3 clusters Score -324694.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -324698.656250 Penalty: 3981.951904
	Iteration 35Q: 3 clusters Score -324698.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -324704.687500 Penalty: 3981.951904
	Iteration 36Q: 3 clusters Score -324704.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -324708.093750 Penalty: 3981.951904
	Iteration 37Q: 3 clusters Score -324708.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -324711.031250 Penalty: 3981.951904
	Iteration 38Q: 3 clusters Score -324711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -324712.625000 Penalty: 3981.951904
	Iteration 39Q: 3 clusters Score -324712.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -324713.906250 Penalty: 3981.951904
	Iteration 40F: 3 clusters Score -324713.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -324714.906250 Penalty: 3981.951904
	Iteration 41Q: 3 clusters Score -324714.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -324714.906250 Penalty: 3981.951904
	Iteration 42Q: 3 clusters Score -324714.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -324715.343750 Penalty: 3981.951904
	Iteration 43Q: 3 clusters Score -324715.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -324717.031250 Penalty: 3981.951904
	Iteration 44Q: 3 clusters Score -324717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -324718.656250 Penalty: 3981.951904
	Iteration 45Q: 3 clusters Score -324718.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -324722.125000 Penalty: 3981.951904
	Iteration 46Q: 3 clusters Score -324722.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -324724.343750 Penalty: 3981.951904
	Iteration 47Q: 3 clusters Score -324724.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -324725.937500 Penalty: 3981.951904
	Iteration 48Q: 3 clusters Score -324725.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -324728.843750 Penalty: 3981.951904
	Iteration 49Q: 3 clusters Score -324728.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -324731.500000 Penalty: 3981.951904
	Iteration 50Q: 3 clusters Score -324731.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -324733.500000 Penalty: 3981.951904
	Iteration 51Q: 3 clusters Score -324733.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -324735.843750 Penalty: 3981.951904
	Iteration 52Q: 3 clusters Score -324735.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -324738.718750 Penalty: 3981.951904
	Iteration 53Q: 3 clusters Score -324738.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -324742.937500 Penalty: 3981.951904
	Iteration 54Q: 3 clusters Score -324742.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -324748.687500 Penalty: 3981.951904
	Iteration 55Q: 3 clusters Score -324748.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -324755.937500 Penalty: 3981.951904
	Iteration 56Q: 3 clusters Score -324755.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -324765.687500 Penalty: 3981.951904
	Iteration 57Q: 3 clusters Score -324765.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -324776.250000 Penalty: 3981.951904
	Iteration 58Q: 3 clusters Score -324776.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -324786.656250 Penalty: 3981.951904
	Iteration 59Q: 3 clusters Score -324786.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -324792.718750 Penalty: 3981.951904
	Iteration 60F: 3 clusters Score -324792.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -324797.843750 Penalty: 3981.951904
	Iteration 61Q: 3 clusters Score -324797.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -324801.000000 Penalty: 3981.951904
	Iteration 62Q: 3 clusters Score -324801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -324801.937500 Penalty: 3981.951904
	Iteration 63Q: 3 clusters Score -324801.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -324803.562500 Penalty: 3981.951904
	Iteration 64Q: 3 clusters Score -324803.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -324804.281250 Penalty: 3981.951904
	Iteration 65Q: 3 clusters Score -324804.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -324805.156250 Penalty: 3981.951904
	Iteration 66Q: 3 clusters Score -324805.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -324806.125000 Penalty: 3981.951904
	Iteration 67Q: 3 clusters Score -324806.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -324806.343750 Penalty: 3981.951904
	Iteration 68Q: 3 clusters Score -324806.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -324807.000000 Penalty: 3981.951904
	Iteration 69Q: 3 clusters Score -324807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -324808.062500 Penalty: 3981.951904
	Iteration 70Q: 3 clusters Score -324808.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -324810.406250 Penalty: 3981.951904
	Iteration 71Q: 3 clusters Score -324810.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -324811.375000 Penalty: 3981.951904
	Iteration 72Q: 3 clusters Score -324811.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -324813.156250 Penalty: 3981.951904
	Iteration 73Q: 3 clusters Score -324813.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -324814.687500 Penalty: 3981.951904
	Iteration 74Q: 3 clusters Score -324814.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -324817.500000 Penalty: 3981.951904
	Iteration 75Q: 3 clusters Score -324817.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -324817.937500 Penalty: 3981.951904
	Iteration 76Q: 3 clusters Score -324817.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -324818.906250 Penalty: 3981.951904
	Iteration 77Q: 3 clusters Score -324818.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -324818.906250 Penalty: 3981.951904
	Iteration 78F: 3 clusters Score -324818.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (13453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Entering Unmasked Estep 
Score: -1417294.875000 Penalty: 2357.725342
	Iteration 0F: 2 clusters Score -1417295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1407376.125000 Penalty: 4715.450684
	Iteration 0F: 3 clusters Score -1407376 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1410544.375000 Penalty: 4715.450684
	Iteration 1F: 3 clusters Score -1410544 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1410940.125000 Penalty: 4715.450684
	Iteration 2F: 3 clusters Score -1410940 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1411330.875000 Penalty: 4715.450684
	Iteration 3F: 3 clusters Score -1411331 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1411705.000000 Penalty: 4715.450684
	Iteration 4F: 3 clusters Score -1411705 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1412100.875000 Penalty: 4715.450684
	Iteration 5F: 3 clusters Score -1412101 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1412549.875000 Penalty: 4715.450684
	Iteration 6F: 3 clusters Score -1412550 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1413005.750000 Penalty: 4715.450684
	Iteration 7F: 3 clusters Score -1413006 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1413449.375000 Penalty: 4715.450684
	Iteration 8Q: 3 clusters Score -1413449 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1413881.750000 Penalty: 4715.450684
	Iteration 9Q: 3 clusters Score -1413882 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1414282.875000 Penalty: 4715.450684
	Iteration 10Q: 3 clusters Score -1414283 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1414575.750000 Penalty: 4715.450684
	Iteration 11Q: 3 clusters Score -1414576 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1414768.625000 Penalty: 4715.450684
	Iteration 12Q: 3 clusters Score -1414769 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1414910.875000 Penalty: 4715.450684
	Iteration 13Q: 3 clusters Score -1414911 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1415016.625000 Penalty: 4715.450684
	Iteration 14Q: 3 clusters Score -1415017 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1415095.625000 Penalty: 4715.450684
	Iteration 15Q: 3 clusters Score -1415096 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1415154.625000 Penalty: 4715.450684
	Iteration 16Q: 3 clusters Score -1415155 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1415205.750000 Penalty: 4715.450684
	Iteration 17Q: 3 clusters Score -1415206 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1415260.875000 Penalty: 4715.450684
	Iteration 18Q: 3 clusters Score -1415261 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1415325.625000 Penalty: 4715.450684
	Iteration 19Q: 3 clusters Score -1415326 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1415375.750000 Penalty: 4715.450684
	Iteration 20F: 3 clusters Score -1415376 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1415432.750000 Penalty: 4715.450684
	Iteration 21Q: 3 clusters Score -1415433 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1415488.500000 Penalty: 4715.450684
	Iteration 22Q: 3 clusters Score -1415488 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1415540.875000 Penalty: 4715.450684
	Iteration 23Q: 3 clusters Score -1415541 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1415590.500000 Penalty: 4715.450684
	Iteration 24Q: 3 clusters Score -1415590 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1415652.750000 Penalty: 4715.450684
	Iteration 25Q: 3 clusters Score -1415653 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1415703.250000 Penalty: 4715.450684
	Iteration 26Q: 3 clusters Score -1415703 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1415752.250000 Penalty: 4715.450684
	Iteration 27Q: 3 clusters Score -1415752 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1415785.000000 Penalty: 4715.450684
	Iteration 28Q: 3 clusters Score -1415785 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1415820.125000 Penalty: 4715.450684
	Iteration 29Q: 3 clusters Score -1415820 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1415847.875000 Penalty: 4715.450684
	Iteration 30Q: 3 clusters Score -1415848 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1415867.000000 Penalty: 4715.450684
	Iteration 31Q: 3 clusters Score -1415867 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1415879.125000 Penalty: 4715.450684
	Iteration 32Q: 3 clusters Score -1415879 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1415884.125000 Penalty: 4715.450684
	Iteration 33Q: 3 clusters Score -1415884 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1415892.250000 Penalty: 4715.450684
	Iteration 34Q: 3 clusters Score -1415892 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1415894.875000 Penalty: 4715.450684
	Iteration 35Q: 3 clusters Score -1415895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1415901.000000 Penalty: 4715.450684
	Iteration 36Q: 3 clusters Score -1415901 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1415901.125000 Penalty: 4715.450684
	Iteration 37Q: 3 clusters Score -1415901 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1415908.500000 Penalty: 4715.450684
	Iteration 38Q: 3 clusters Score -1415908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1415912.125000 Penalty: 4715.450684
	Iteration 39Q: 3 clusters Score -1415912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1415918.375000 Penalty: 4715.450684
	Iteration 40F: 3 clusters Score -1415918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1415915.750000 Penalty: 4715.450684
	Iteration 41Q: 3 clusters Score -1415916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1415919.125000 Penalty: 4715.450684
	Iteration 42Q: 3 clusters Score -1415919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1415923.000000 Penalty: 4715.450684
	Iteration 43Q: 3 clusters Score -1415923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1415922.875000 Penalty: 4715.450684
	Iteration 44Q: 3 clusters Score -1415923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1415930.750000 Penalty: 4715.450684
	Iteration 45Q: 3 clusters Score -1415931 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1415931.375000 Penalty: 4715.450684
	Iteration 46Q: 3 clusters Score -1415931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1415935.375000 Penalty: 4715.450684
	Iteration 47Q: 3 clusters Score -1415935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1415937.375000 Penalty: 4715.450684
	Iteration 48Q: 3 clusters Score -1415937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1415932.625000 Penalty: 4715.450684
	Iteration 49Q: 3 clusters Score -1415933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1415933.875000 Penalty: 4715.450684
	Iteration 50Q: 3 clusters Score -1415934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1415935.000000 Penalty: 4715.450684
	Iteration 51Q: 3 clusters Score -1415935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1415935.000000 Penalty: 4715.450684
	Iteration 52Q: 3 clusters Score -1415935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1415933.000000 Penalty: 4715.450684
	Iteration 53Q: 3 clusters Score -1415933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1415933.000000 Penalty: 4715.450684
	Iteration 54F: 3 clusters Score -1415933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (8061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Entering Unmasked Estep 
Score: -852486.250000 Penalty: 2230.708740
	Iteration 0F: 2 clusters Score -852486.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -846087.687500 Penalty: 4461.417480
	Iteration 0F: 3 clusters Score -846087.7 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -848202.437500 Penalty: 4461.417480
	Iteration 1F: 3 clusters Score -848202.4 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -848824.500000 Penalty: 4461.417480
	Iteration 2F: 3 clusters Score -848824.5 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -849363.000000 Penalty: 4461.417480
	Iteration 3F: 3 clusters Score -849363 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -849826.625000 Penalty: 4461.417480
	Iteration 4F: 3 clusters Score -849826.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -850157.687500 Penalty: 4461.417480
	Iteration 5F: 3 clusters Score -850157.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -850394.000000 Penalty: 4461.417480
	Iteration 6Q: 3 clusters Score -850394 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -850568.625000 Penalty: 4461.417480
	Iteration 7Q: 3 clusters Score -850568.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -850711.562500 Penalty: 4461.417480
	Iteration 8Q: 3 clusters Score -850711.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -850838.187500 Penalty: 4461.417480
	Iteration 9Q: 3 clusters Score -850838.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -850944.562500 Penalty: 4461.417480
	Iteration 10Q: 3 clusters Score -850944.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -851030.250000 Penalty: 4461.417480
	Iteration 11Q: 3 clusters Score -851030.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -851101.562500 Penalty: 4461.417480
	Iteration 12Q: 3 clusters Score -851101.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -851170.312500 Penalty: 4461.417480
	Iteration 13Q: 3 clusters Score -851170.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -851235.062500 Penalty: 4461.417480
	Iteration 14Q: 3 clusters Score -851235.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -851296.187500 Penalty: 4461.417480
	Iteration 15Q: 3 clusters Score -851296.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -851346.000000 Penalty: 4461.417480
	Iteration 16Q: 3 clusters Score -851346 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -851389.187500 Penalty: 4461.417480
	Iteration 17Q: 3 clusters Score -851389.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -851443.375000 Penalty: 4461.417480
	Iteration 18Q: 3 clusters Score -851443.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -851488.187500 Penalty: 4461.417480
	Iteration 19Q: 3 clusters Score -851488.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -851533.875000 Penalty: 4461.417480
	Iteration 20F: 3 clusters Score -851533.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -851588.125000 Penalty: 4461.417480
	Iteration 21Q: 3 clusters Score -851588.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -851646.312500 Penalty: 4461.417480
	Iteration 22Q: 3 clusters Score -851646.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -851706.312500 Penalty: 4461.417480
	Iteration 23Q: 3 clusters Score -851706.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -851768.062500 Penalty: 4461.417480
	Iteration 24Q: 3 clusters Score -851768.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -851848.250000 Penalty: 4461.417480
	Iteration 25Q: 3 clusters Score -851848.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -851943.000000 Penalty: 4461.417480
	Iteration 26Q: 3 clusters Score -851943 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -852039.562500 Penalty: 4461.417480
	Iteration 27Q: 3 clusters Score -852039.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -852141.625000 Penalty: 4461.417480
	Iteration 28Q: 3 clusters Score -852141.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -852236.500000 Penalty: 4461.417480
	Iteration 29Q: 3 clusters Score -852236.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -852334.125000 Penalty: 4461.417480
	Iteration 30Q: 3 clusters Score -852334.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -852388.750000 Penalty: 4461.417480
	Iteration 31Q: 3 clusters Score -852388.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -852413.687500 Penalty: 4461.417480
	Iteration 32Q: 3 clusters Score -852413.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -852422.812500 Penalty: 4461.417480
	Iteration 33Q: 3 clusters Score -852422.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -852430.062500 Penalty: 4461.417480
	Iteration 34Q: 3 clusters Score -852430.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -852435.437500 Penalty: 4461.417480
	Iteration 35Q: 3 clusters Score -852435.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -852437.625000 Penalty: 4461.417480
	Iteration 36Q: 3 clusters Score -852437.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -852442.250000 Penalty: 4461.417480
	Iteration 37Q: 3 clusters Score -852442.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -852441.812500 Penalty: 4461.417480
	Iteration 38Q: 3 clusters Score -852441.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -852442.375000 Penalty: 4461.417480
	Iteration 39Q: 3 clusters Score -852442.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -852442.375000 Penalty: 4461.417480
	Iteration 40F: 3 clusters Score -852442.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (67900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67900 members 
Entering Unmasked Estep 
Score: -7316961.000000 Penalty: 2759.196289
	Iteration 0F: 2 clusters Score -7316961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -7271338.500000 Penalty: 5518.392578
	Iteration 0F: 3 clusters Score -7271338 nChanged 31841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -7289796.000000 Penalty: 5518.392578
	Iteration 1F: 3 clusters Score -7289796 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -7290930.000000 Penalty: 5518.392578
	Iteration 2Q: 3 clusters Score -7290930 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -7292438.000000 Penalty: 5518.392578
	Iteration 3Q: 3 clusters Score -7292438 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -7294564.000000 Penalty: 5518.392578
	Iteration 4F: 3 clusters Score -7294564 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46422 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -7297497.000000 Penalty: 5518.392578
	Iteration 5F: 3 clusters Score -7297497 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50735 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -7301072.000000 Penalty: 5518.392578
	Iteration 6F: 3 clusters Score -7301072 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55091 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -7304668.500000 Penalty: 5518.392578
	Iteration 7F: 3 clusters Score -7304668 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58926 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -7307846.000000 Penalty: 5518.392578
	Iteration 8F: 3 clusters Score -7307846 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61960 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -7310359.500000 Penalty: 5518.392578
	Iteration 9Q: 3 clusters Score -7310360 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64133 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -7312217.500000 Penalty: 5518.392578
	Iteration 10Q: 3 clusters Score -7312218 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65460 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -7313314.500000 Penalty: 5518.392578
	Iteration 11Q: 3 clusters Score -7313314 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66193 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -7313901.000000 Penalty: 5518.392578
	Iteration 12Q: 3 clusters Score -7313901 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66585 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -7314191.000000 Penalty: 5518.392578
	Iteration 13Q: 3 clusters Score -7314191 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66783 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -7314357.000000 Penalty: 5518.392578
	Iteration 14Q: 3 clusters Score -7314357 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66916 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -7314424.500000 Penalty: 5518.392578
	Iteration 15Q: 3 clusters Score -7314424 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66999 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -7314482.500000 Penalty: 5518.392578
	Iteration 16Q: 3 clusters Score -7314482 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67058 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -7314519.500000 Penalty: 5518.392578
	Iteration 17Q: 3 clusters Score -7314520 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67092 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -7314550.000000 Penalty: 5518.392578
	Iteration 18Q: 3 clusters Score -7314550 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67114 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -7314566.500000 Penalty: 5518.392578
	Iteration 19Q: 3 clusters Score -7314566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67131 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -7314586.500000 Penalty: 5518.392578
	Iteration 20F: 3 clusters Score -7314586 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67148 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -7314585.000000 Penalty: 5518.392578
	Iteration 21Q: 3 clusters Score -7314585 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67173 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -7314605.000000 Penalty: 5518.392578
	Iteration 22Q: 3 clusters Score -7314605 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67190 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -7314621.500000 Penalty: 5518.392578
	Iteration 23Q: 3 clusters Score -7314622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67200 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -7314620.500000 Penalty: 5518.392578
	Iteration 24Q: 3 clusters Score -7314620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67207 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -7314629.500000 Penalty: 5518.392578
	Iteration 25Q: 3 clusters Score -7314630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67213 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -7314633.000000 Penalty: 5518.392578
	Iteration 26Q: 3 clusters Score -7314633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67219 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -7314643.500000 Penalty: 5518.392578
	Iteration 27Q: 3 clusters Score -7314644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67222 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -7314643.000000 Penalty: 5518.392578
	Iteration 28Q: 3 clusters Score -7314643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67221 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -7314643.000000 Penalty: 5518.392578
	Iteration 29Q: 3 clusters Score -7314643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67220 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -7314650.500000 Penalty: 5518.392578
	Iteration 30Q: 3 clusters Score -7314650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67221 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -7314651.000000 Penalty: 5518.392578
	Iteration 31Q: 3 clusters Score -7314651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67222 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -7314649.000000 Penalty: 5518.392578
	Iteration 32Q: 3 clusters Score -7314649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67225 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -7314658.500000 Penalty: 5518.392578
	Iteration 33Q: 3 clusters Score -7314658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67228 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -7314653.000000 Penalty: 5518.392578
	Iteration 34Q: 3 clusters Score -7314653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67228 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -7314653.000000 Penalty: 5518.392578
	Iteration 35F: 3 clusters Score -7314653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (26188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Entering Unmasked Estep 
Score: -2815507.750000 Penalty: 2522.917969
	Iteration 0F: 2 clusters Score -2815508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -2797473.750000 Penalty: 5045.835938
	Iteration 0F: 3 clusters Score -2797474 nChanged 11695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -2803774.500000 Penalty: 5045.835938
	Iteration 1F: 3 clusters Score -2803774 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -2804393.000000 Penalty: 5045.835938
	Iteration 2F: 3 clusters Score -2804393 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -2805056.000000 Penalty: 5045.835938
	Iteration 3F: 3 clusters Score -2805056 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -2805871.750000 Penalty: 5045.835938
	Iteration 4F: 3 clusters Score -2805872 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -2806960.500000 Penalty: 5045.835938
	Iteration 5F: 3 clusters Score -2806960 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -2808292.500000 Penalty: 5045.835938
	Iteration 6F: 3 clusters Score -2808292 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -2809800.000000 Penalty: 5045.835938
	Iteration 7F: 3 clusters Score -2809800 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -2811274.500000 Penalty: 5045.835938
	Iteration 8F: 3 clusters Score -2811274 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -2812408.500000 Penalty: 5045.835938
	Iteration 9Q: 3 clusters Score -2812408 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2813191.250000 Penalty: 5045.835938
	Iteration 10Q: 3 clusters Score -2813191 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2813736.000000 Penalty: 5045.835938
	Iteration 11Q: 3 clusters Score -2813736 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2813989.000000 Penalty: 5045.835938
	Iteration 12Q: 3 clusters Score -2813989 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2814114.000000 Penalty: 5045.835938
	Iteration 13Q: 3 clusters Score -2814114 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2814209.250000 Penalty: 5045.835938
	Iteration 14Q: 3 clusters Score -2814209 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2814261.750000 Penalty: 5045.835938
	Iteration 15Q: 3 clusters Score -2814262 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2814308.000000 Penalty: 5045.835938
	Iteration 16Q: 3 clusters Score -2814308 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2814325.250000 Penalty: 5045.835938
	Iteration 17Q: 3 clusters Score -2814325 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2814338.750000 Penalty: 5045.835938
	Iteration 18Q: 3 clusters Score -2814339 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2814356.000000 Penalty: 5045.835938
	Iteration 19Q: 3 clusters Score -2814356 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2814362.750000 Penalty: 5045.835938
	Iteration 20F: 3 clusters Score -2814363 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2814367.000000 Penalty: 5045.835938
	Iteration 21Q: 3 clusters Score -2814367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2814373.000000 Penalty: 5045.835938
	Iteration 22Q: 3 clusters Score -2814373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2814377.250000 Penalty: 5045.835938
	Iteration 23Q: 3 clusters Score -2814377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2814377.500000 Penalty: 5045.835938
	Iteration 24Q: 3 clusters Score -2814378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2814372.500000 Penalty: 5045.835938
	Iteration 25Q: 3 clusters Score -2814372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2814372.750000 Penalty: 5045.835938
	Iteration 26Q: 3 clusters Score -2814373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2814372.750000 Penalty: 5045.835938
	Iteration 27Q: 3 clusters Score -2814373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2814377.500000 Penalty: 5045.835938
	Iteration 28Q: 3 clusters Score -2814378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2814377.750000 Penalty: 5045.835938
	Iteration 29Q: 3 clusters Score -2814378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2814381.500000 Penalty: 5045.835938
	Iteration 30Q: 3 clusters Score -2814382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2814380.500000 Penalty: 5045.835938
	Iteration 31Q: 3 clusters Score -2814380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2814380.500000 Penalty: 5045.835938
	Iteration 32F: 3 clusters Score -2814380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (15215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Entering Unmasked Estep 
Score: -1431833.000000 Penalty: 2388.249268
	Iteration 0F: 2 clusters Score -1431833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1420803.750000 Penalty: 4776.498535
	Iteration 0F: 3 clusters Score -1420804 nChanged 6569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1424408.375000 Penalty: 4776.498535
	Iteration 1F: 3 clusters Score -1424408 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1424760.500000 Penalty: 4776.498535
	Iteration 2F: 3 clusters Score -1424760 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1425045.875000 Penalty: 4776.498535
	Iteration 3Q: 3 clusters Score -1425046 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1425319.875000 Penalty: 4776.498535
	Iteration 4Q: 3 clusters Score -1425320 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1425609.125000 Penalty: 4776.498535
	Iteration 5Q: 3 clusters Score -1425609 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1425870.500000 Penalty: 4776.498535
	Iteration 6Q: 3 clusters Score -1425870 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1426163.125000 Penalty: 4776.498535
	Iteration 7Q: 3 clusters Score -1426163 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1426476.000000 Penalty: 4776.498535
	Iteration 8Q: 3 clusters Score -1426476 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1426750.000000 Penalty: 4776.498535
	Iteration 9Q: 3 clusters Score -1426750 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1427001.750000 Penalty: 4776.498535
	Iteration 10Q: 3 clusters Score -1427002 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1427227.375000 Penalty: 4776.498535
	Iteration 11Q: 3 clusters Score -1427227 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1427476.500000 Penalty: 4776.498535
	Iteration 12Q: 3 clusters Score -1427476 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1427730.000000 Penalty: 4776.498535
	Iteration 13Q: 3 clusters Score -1427730 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1427994.125000 Penalty: 4776.498535
	Iteration 14Q: 3 clusters Score -1427994 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1428241.250000 Penalty: 4776.498535
	Iteration 15Q: 3 clusters Score -1428241 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1428489.250000 Penalty: 4776.498535
	Iteration 16Q: 3 clusters Score -1428489 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1428681.375000 Penalty: 4776.498535
	Iteration 17Q: 3 clusters Score -1428681 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1428860.625000 Penalty: 4776.498535
	Iteration 18Q: 3 clusters Score -1428861 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -1428992.375000 Penalty: 4776.498535
	Iteration 19Q: 3 clusters Score -1428992 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1429102.875000 Penalty: 4776.498535
	Iteration 20F: 3 clusters Score -1429103 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -1429192.250000 Penalty: 4776.498535
	Iteration 21Q: 3 clusters Score -1429192 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -1429279.125000 Penalty: 4776.498535
	Iteration 22Q: 3 clusters Score -1429279 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -1429353.375000 Penalty: 4776.498535
	Iteration 23Q: 3 clusters Score -1429353 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1429425.750000 Penalty: 4776.498535
	Iteration 24Q: 3 clusters Score -1429426 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1429479.500000 Penalty: 4776.498535
	Iteration 25Q: 3 clusters Score -1429480 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1429523.375000 Penalty: 4776.498535
	Iteration 26Q: 3 clusters Score -1429523 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -1429566.125000 Penalty: 4776.498535
	Iteration 27Q: 3 clusters Score -1429566 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -1429603.375000 Penalty: 4776.498535
	Iteration 28Q: 3 clusters Score -1429603 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -1429640.625000 Penalty: 4776.498535
	Iteration 29Q: 3 clusters Score -1429641 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -1429671.625000 Penalty: 4776.498535
	Iteration 30Q: 3 clusters Score -1429672 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -1429693.125000 Penalty: 4776.498535
	Iteration 31Q: 3 clusters Score -1429693 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1429717.375000 Penalty: 4776.498535
	Iteration 32Q: 3 clusters Score -1429717 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -1429738.750000 Penalty: 4776.498535
	Iteration 33Q: 3 clusters Score -1429739 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1429753.000000 Penalty: 4776.498535
	Iteration 34Q: 3 clusters Score -1429753 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -1429770.250000 Penalty: 4776.498535
	Iteration 35Q: 3 clusters Score -1429770 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -1429792.875000 Penalty: 4776.498535
	Iteration 36Q: 3 clusters Score -1429793 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -1429808.125000 Penalty: 4776.498535
	Iteration 37Q: 3 clusters Score -1429808 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -1429821.750000 Penalty: 4776.498535
	Iteration 38Q: 3 clusters Score -1429822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -1429826.000000 Penalty: 4776.498535
	Iteration 39Q: 3 clusters Score -1429826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -1429831.750000 Penalty: 4776.498535
	Iteration 40F: 3 clusters Score -1429832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -1429834.125000 Penalty: 4776.498535
	Iteration 41Q: 3 clusters Score -1429834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -1429839.250000 Penalty: 4776.498535
	Iteration 42Q: 3 clusters Score -1429839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -1429841.500000 Penalty: 4776.498535
	Iteration 43Q: 3 clusters Score -1429842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -1429848.875000 Penalty: 4776.498535
	Iteration 44Q: 3 clusters Score -1429849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1429853.875000 Penalty: 4776.498535
	Iteration 45Q: 3 clusters Score -1429854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -1429855.750000 Penalty: 4776.498535
	Iteration 46Q: 3 clusters Score -1429856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -1429860.625000 Penalty: 4776.498535
	Iteration 47Q: 3 clusters Score -1429861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -1429861.000000 Penalty: 4776.498535
	Iteration 48Q: 3 clusters Score -1429861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -1429864.750000 Penalty: 4776.498535
	Iteration 49Q: 3 clusters Score -1429865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -1429869.500000 Penalty: 4776.498535
	Iteration 50Q: 3 clusters Score -1429870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -1429870.125000 Penalty: 4776.498535
	Iteration 51Q: 3 clusters Score -1429870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -1429871.500000 Penalty: 4776.498535
	Iteration 52Q: 3 clusters Score -1429872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -1429874.500000 Penalty: 4776.498535
	Iteration 53Q: 3 clusters Score -1429874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -1429877.375000 Penalty: 4776.498535
	Iteration 54Q: 3 clusters Score -1429877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -1429879.875000 Penalty: 4776.498535
	Iteration 55Q: 3 clusters Score -1429880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -1429881.875000 Penalty: 4776.498535
	Iteration 56Q: 3 clusters Score -1429882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -1429888.750000 Penalty: 4776.498535
	Iteration 57Q: 3 clusters Score -1429889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -1429895.000000 Penalty: 4776.498535
	Iteration 58Q: 3 clusters Score -1429895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -1429896.750000 Penalty: 4776.498535
	Iteration 59Q: 3 clusters Score -1429897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -1429896.375000 Penalty: 4776.498535
	Iteration 60F: 3 clusters Score -1429896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -1429895.250000 Penalty: 4776.498535
	Iteration 61Q: 3 clusters Score -1429895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -1429898.375000 Penalty: 4776.498535
	Iteration 62Q: 3 clusters Score -1429898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -1429898.000000 Penalty: 4776.498535
	Iteration 63Q: 3 clusters Score -1429898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1429897.125000 Penalty: 4776.498535
	Iteration 64Q: 3 clusters Score -1429897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -1429901.875000 Penalty: 4776.498535
	Iteration 65Q: 3 clusters Score -1429902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -1429904.250000 Penalty: 4776.498535
	Iteration 66Q: 3 clusters Score -1429904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -1429903.125000 Penalty: 4776.498535
	Iteration 67Q: 3 clusters Score -1429903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -1429904.750000 Penalty: 4776.498535
	Iteration 68Q: 3 clusters Score -1429905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -1429904.750000 Penalty: 4776.498535
	Iteration 69F: 3 clusters Score -1429905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Entering Unmasked Estep 
Score: -112607.664062 Penalty: 1743.871826
	Iteration 0F: 2 clusters Score -112607.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -110694.476562 Penalty: 3487.743652
	Iteration 0F: 3 clusters Score -110694.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -111078.750000 Penalty: 3487.743652
	Iteration 1F: 3 clusters Score -111078.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -111264.070312 Penalty: 3487.743652
	Iteration 2F: 3 clusters Score -111264.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -111475.359375 Penalty: 3487.743652
	Iteration 3F: 3 clusters Score -111475.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -111665.492188 Penalty: 3487.743652
	Iteration 4F: 3 clusters Score -111665.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -111769.062500 Penalty: 3487.743652
	Iteration 5Q: 3 clusters Score -111769.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -111826.859375 Penalty: 3487.743652
	Iteration 6Q: 3 clusters Score -111826.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -111869.218750 Penalty: 3487.743652
	Iteration 7Q: 3 clusters Score -111869.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -111934.820312 Penalty: 3487.743652
	Iteration 8Q: 3 clusters Score -111934.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -111997.937500 Penalty: 3487.743652
	Iteration 9Q: 3 clusters Score -111997.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -112032.125000 Penalty: 3487.743652
	Iteration 10Q: 3 clusters Score -112032.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -112055.812500 Penalty: 3487.743652
	Iteration 11Q: 3 clusters Score -112055.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -112097.195312 Penalty: 3487.743652
	Iteration 12Q: 3 clusters Score -112097.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -112124.523438 Penalty: 3487.743652
	Iteration 13Q: 3 clusters Score -112124.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -112137.304688 Penalty: 3487.743652
	Iteration 14Q: 3 clusters Score -112137.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -112148.093750 Penalty: 3487.743652
	Iteration 15Q: 3 clusters Score -112148.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -112155.085938 Penalty: 3487.743652
	Iteration 16Q: 3 clusters Score -112155.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -112159.382812 Penalty: 3487.743652
	Iteration 17Q: 3 clusters Score -112159.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -112160.429688 Penalty: 3487.743652
	Iteration 18Q: 3 clusters Score -112160.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -112161.406250 Penalty: 3487.743652
	Iteration 19Q: 3 clusters Score -112161.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -112163.273438 Penalty: 3487.743652
	Iteration 20F: 3 clusters Score -112163.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -112168.726562 Penalty: 3487.743652
	Iteration 21Q: 3 clusters Score -112168.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -112173.578125 Penalty: 3487.743652
	Iteration 22Q: 3 clusters Score -112173.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -112177.851562 Penalty: 3487.743652
	Iteration 23Q: 3 clusters Score -112177.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -112178.507812 Penalty: 3487.743652
	Iteration 24Q: 3 clusters Score -112178.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -112179.648438 Penalty: 3487.743652
	Iteration 25Q: 3 clusters Score -112179.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -112179.648438 Penalty: 3487.743652
	Iteration 26F: 3 clusters Score -112179.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (18913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Entering Unmasked Estep 
Score: -2064322.750000 Penalty: 2442.206055
	Iteration 0F: 2 clusters Score -2064323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -2050919.625000 Penalty: 4884.412109
	Iteration 0F: 3 clusters Score -2050920 nChanged 8257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -2055327.500000 Penalty: 4884.412109
	Iteration 1F: 3 clusters Score -2055328 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -2055799.000000 Penalty: 4884.412109
	Iteration 2F: 3 clusters Score -2055799 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -2056189.500000 Penalty: 4884.412109
	Iteration 3Q: 3 clusters Score -2056190 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2056558.125000 Penalty: 4884.412109
	Iteration 4Q: 3 clusters Score -2056558 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2056910.750000 Penalty: 4884.412109
	Iteration 5Q: 3 clusters Score -2056911 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2057280.375000 Penalty: 4884.412109
	Iteration 6Q: 3 clusters Score -2057280 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2057623.500000 Penalty: 4884.412109
	Iteration 7Q: 3 clusters Score -2057624 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -2057939.500000 Penalty: 4884.412109
	Iteration 8Q: 3 clusters Score -2057940 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -2058254.125000 Penalty: 4884.412109
	Iteration 9Q: 3 clusters Score -2058254 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -2058547.125000 Penalty: 4884.412109
	Iteration 10Q: 3 clusters Score -2058547 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -2058781.375000 Penalty: 4884.412109
	Iteration 11Q: 3 clusters Score -2058781 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -2058986.250000 Penalty: 4884.412109
	Iteration 12Q: 3 clusters Score -2058986 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -2059182.875000 Penalty: 4884.412109
	Iteration 13Q: 3 clusters Score -2059183 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -2059386.250000 Penalty: 4884.412109
	Iteration 14Q: 3 clusters Score -2059386 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -2059596.250000 Penalty: 4884.412109
	Iteration 15Q: 3 clusters Score -2059596 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -2059818.375000 Penalty: 4884.412109
	Iteration 16Q: 3 clusters Score -2059818 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -2060029.500000 Penalty: 4884.412109
	Iteration 17Q: 3 clusters Score -2060030 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -2060243.375000 Penalty: 4884.412109
	Iteration 18Q: 3 clusters Score -2060243 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -2060434.750000 Penalty: 4884.412109
	Iteration 19Q: 3 clusters Score -2060435 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2060643.750000 Penalty: 4884.412109
	Iteration 20F: 3 clusters Score -2060644 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -2060832.625000 Penalty: 4884.412109
	Iteration 21Q: 3 clusters Score -2060833 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -2061046.750000 Penalty: 4884.412109
	Iteration 22Q: 3 clusters Score -2061047 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -2061236.000000 Penalty: 4884.412109
	Iteration 23Q: 3 clusters Score -2061236 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -2061389.375000 Penalty: 4884.412109
	Iteration 24Q: 3 clusters Score -2061389 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -2061549.750000 Penalty: 4884.412109
	Iteration 25Q: 3 clusters Score -2061550 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -2061705.000000 Penalty: 4884.412109
	Iteration 26Q: 3 clusters Score -2061705 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -2061849.875000 Penalty: 4884.412109
	Iteration 27Q: 3 clusters Score -2061850 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2061941.375000 Penalty: 4884.412109
	Iteration 28Q: 3 clusters Score -2061941 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2062017.375000 Penalty: 4884.412109
	Iteration 29Q: 3 clusters Score -2062017 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2062078.500000 Penalty: 4884.412109
	Iteration 30Q: 3 clusters Score -2062078 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2062151.375000 Penalty: 4884.412109
	Iteration 31Q: 3 clusters Score -2062151 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2062195.125000 Penalty: 4884.412109
	Iteration 32Q: 3 clusters Score -2062195 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2062233.000000 Penalty: 4884.412109
	Iteration 33Q: 3 clusters Score -2062233 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2062277.750000 Penalty: 4884.412109
	Iteration 34Q: 3 clusters Score -2062278 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2062303.875000 Penalty: 4884.412109
	Iteration 35Q: 3 clusters Score -2062304 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2062324.375000 Penalty: 4884.412109
	Iteration 36Q: 3 clusters Score -2062324 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2062334.500000 Penalty: 4884.412109
	Iteration 37Q: 3 clusters Score -2062334 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2062354.250000 Penalty: 4884.412109
	Iteration 38Q: 3 clusters Score -2062354 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2062365.000000 Penalty: 4884.412109
	Iteration 39Q: 3 clusters Score -2062365 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2062372.500000 Penalty: 4884.412109
	Iteration 40F: 3 clusters Score -2062372 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2062382.375000 Penalty: 4884.412109
	Iteration 41Q: 3 clusters Score -2062382 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2062396.500000 Penalty: 4884.412109
	Iteration 42Q: 3 clusters Score -2062396 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2062403.750000 Penalty: 4884.412109
	Iteration 43Q: 3 clusters Score -2062404 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2062407.625000 Penalty: 4884.412109
	Iteration 44Q: 3 clusters Score -2062408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2062411.750000 Penalty: 4884.412109
	Iteration 45Q: 3 clusters Score -2062412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2062419.500000 Penalty: 4884.412109
	Iteration 46Q: 3 clusters Score -2062420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2062424.250000 Penalty: 4884.412109
	Iteration 47Q: 3 clusters Score -2062424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2062428.000000 Penalty: 4884.412109
	Iteration 48Q: 3 clusters Score -2062428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2062434.500000 Penalty: 4884.412109
	Iteration 49Q: 3 clusters Score -2062434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2062438.500000 Penalty: 4884.412109
	Iteration 50Q: 3 clusters Score -2062438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2062438.625000 Penalty: 4884.412109
	Iteration 51Q: 3 clusters Score -2062439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2062443.375000 Penalty: 4884.412109
	Iteration 52Q: 3 clusters Score -2062443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2062444.125000 Penalty: 4884.412109
	Iteration 53Q: 3 clusters Score -2062444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2062446.375000 Penalty: 4884.412109
	Iteration 54Q: 3 clusters Score -2062446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2062447.750000 Penalty: 4884.412109
	Iteration 55Q: 3 clusters Score -2062448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2062453.875000 Penalty: 4884.412109
	Iteration 56Q: 3 clusters Score -2062454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2062458.875000 Penalty: 4884.412109
	Iteration 57Q: 3 clusters Score -2062459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2062462.625000 Penalty: 4884.412109
	Iteration 58Q: 3 clusters Score -2062463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2062460.250000 Penalty: 4884.412109
	Iteration 59Q: 3 clusters Score -2062460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2062463.000000 Penalty: 4884.412109
	Iteration 60F: 3 clusters Score -2062463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2062461.000000 Penalty: 4884.412109
	Iteration 61Q: 3 clusters Score -2062461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2062466.125000 Penalty: 4884.412109
	Iteration 62Q: 3 clusters Score -2062466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2062466.250000 Penalty: 4884.412109
	Iteration 63Q: 3 clusters Score -2062466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2062471.500000 Penalty: 4884.412109
	Iteration 64Q: 3 clusters Score -2062472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2062473.375000 Penalty: 4884.412109
	Iteration 65Q: 3 clusters Score -2062473 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2062476.625000 Penalty: 4884.412109
	Iteration 66Q: 3 clusters Score -2062477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2062479.750000 Penalty: 4884.412109
	Iteration 67Q: 3 clusters Score -2062480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2062485.000000 Penalty: 4884.412109
	Iteration 68Q: 3 clusters Score -2062485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2062488.750000 Penalty: 4884.412109
	Iteration 69Q: 3 clusters Score -2062489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2062492.750000 Penalty: 4884.412109
	Iteration 70Q: 3 clusters Score -2062493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2062493.125000 Penalty: 4884.412109
	Iteration 71Q: 3 clusters Score -2062493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2062494.125000 Penalty: 4884.412109
	Iteration 72Q: 3 clusters Score -2062494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2062501.000000 Penalty: 4884.412109
	Iteration 73Q: 3 clusters Score -2062501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2062499.375000 Penalty: 4884.412109
	Iteration 74Q: 3 clusters Score -2062499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2062501.000000 Penalty: 4884.412109
	Iteration 75Q: 3 clusters Score -2062501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2062501.500000 Penalty: 4884.412109
	Iteration 76Q: 3 clusters Score -2062502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2062497.375000 Penalty: 4884.412109
	Iteration 77Q: 3 clusters Score -2062497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2062500.000000 Penalty: 4884.412109
	Iteration 78Q: 3 clusters Score -2062500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2062503.000000 Penalty: 4884.412109
	Iteration 79Q: 3 clusters Score -2062503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2062500.250000 Penalty: 4884.412109
	Iteration 80F: 3 clusters Score -2062500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2062504.000000 Penalty: 4884.412109
	Iteration 81Q: 3 clusters Score -2062504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2062509.500000 Penalty: 4884.412109
	Iteration 82Q: 3 clusters Score -2062510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2062513.000000 Penalty: 4884.412109
	Iteration 83Q: 3 clusters Score -2062513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2062514.250000 Penalty: 4884.412109
	Iteration 84Q: 3 clusters Score -2062514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2062515.375000 Penalty: 4884.412109
	Iteration 85Q: 3 clusters Score -2062515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2062518.500000 Penalty: 4884.412109
	Iteration 86Q: 3 clusters Score -2062518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2062523.750000 Penalty: 4884.412109
	Iteration 87Q: 3 clusters Score -2062524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2062527.500000 Penalty: 4884.412109
	Iteration 88Q: 3 clusters Score -2062528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2062527.500000 Penalty: 4884.412109
	Iteration 89F: 3 clusters Score -2062528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Entering Unmasked Estep 
Score: -188193.546875 Penalty: 1857.789673
	Iteration 0F: 2 clusters Score -188193.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -185698.515625 Penalty: 3715.579346
	Iteration 0F: 3 clusters Score -185698.5 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -186149.375000 Penalty: 3715.579346
	Iteration 1F: 3 clusters Score -186149.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -186287.781250 Penalty: 3715.579346
	Iteration 2F: 3 clusters Score -186287.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -186353.468750 Penalty: 3715.579346
	Iteration 3Q: 3 clusters Score -186353.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -186391.609375 Penalty: 3715.579346
	Iteration 4Q: 3 clusters Score -186391.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -186416.437500 Penalty: 3715.579346
	Iteration 5Q: 3 clusters Score -186416.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -186430.640625 Penalty: 3715.579346
	Iteration 6Q: 3 clusters Score -186430.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -186439.546875 Penalty: 3715.579346
	Iteration 7Q: 3 clusters Score -186439.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -186442.765625 Penalty: 3715.579346
	Iteration 8Q: 3 clusters Score -186442.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -186446.859375 Penalty: 3715.579346
	Iteration 9Q: 3 clusters Score -186446.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -186453.890625 Penalty: 3715.579346
	Iteration 10Q: 3 clusters Score -186453.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -186468.734375 Penalty: 3715.579346
	Iteration 11Q: 3 clusters Score -186468.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -186479.453125 Penalty: 3715.579346
	Iteration 12Q: 3 clusters Score -186479.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -186485.515625 Penalty: 3715.579346
	Iteration 13Q: 3 clusters Score -186485.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -186493.203125 Penalty: 3715.579346
	Iteration 14Q: 3 clusters Score -186493.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -186501.328125 Penalty: 3715.579346
	Iteration 15Q: 3 clusters Score -186501.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -186509.578125 Penalty: 3715.579346
	Iteration 16Q: 3 clusters Score -186509.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -186520.609375 Penalty: 3715.579346
	Iteration 17Q: 3 clusters Score -186520.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -186529.468750 Penalty: 3715.579346
	Iteration 18Q: 3 clusters Score -186529.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -186533.921875 Penalty: 3715.579346
	Iteration 19Q: 3 clusters Score -186533.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -186540.000000 Penalty: 3715.579346
	Iteration 20F: 3 clusters Score -186540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -186542.750000 Penalty: 3715.579346
	Iteration 21Q: 3 clusters Score -186542.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -186544.609375 Penalty: 3715.579346
	Iteration 22Q: 3 clusters Score -186544.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -186546.906250 Penalty: 3715.579346
	Iteration 23Q: 3 clusters Score -186546.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -186551.281250 Penalty: 3715.579346
	Iteration 24Q: 3 clusters Score -186551.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -186552.968750 Penalty: 3715.579346
	Iteration 25Q: 3 clusters Score -186553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -186554.953125 Penalty: 3715.579346
	Iteration 26Q: 3 clusters Score -186555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -186556.515625 Penalty: 3715.579346
	Iteration 27Q: 3 clusters Score -186556.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -186557.125000 Penalty: 3715.579346
	Iteration 28Q: 3 clusters Score -186557.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -186557.125000 Penalty: 3715.579346
	Iteration 29F: 3 clusters Score -186557.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Entering Unmasked Estep 
Score: -265219.343750 Penalty: 1934.338745
	Iteration 0F: 2 clusters Score -265219.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -262341.375000 Penalty: 3868.677490
	Iteration 0F: 3 clusters Score -262341.4 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -262828.593750 Penalty: 3868.677490
	Iteration 1F: 3 clusters Score -262828.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -262956.343750 Penalty: 3868.677490
	Iteration 2F: 3 clusters Score -262956.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -263026.656250 Penalty: 3868.677490
	Iteration 3Q: 3 clusters Score -263026.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -263065.437500 Penalty: 3868.677490
	Iteration 4Q: 3 clusters Score -263065.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -263091.562500 Penalty: 3868.677490
	Iteration 5Q: 3 clusters Score -263091.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -263109.906250 Penalty: 3868.677490
	Iteration 6Q: 3 clusters Score -263109.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -263125.593750 Penalty: 3868.677490
	Iteration 7Q: 3 clusters Score -263125.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -263137.031250 Penalty: 3868.677490
	Iteration 8Q: 3 clusters Score -263137 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -263147.718750 Penalty: 3868.677490
	Iteration 9Q: 3 clusters Score -263147.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -263154.968750 Penalty: 3868.677490
	Iteration 10Q: 3 clusters Score -263155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -263166.500000 Penalty: 3868.677490
	Iteration 11Q: 3 clusters Score -263166.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -263176.250000 Penalty: 3868.677490
	Iteration 12Q: 3 clusters Score -263176.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -263191.187500 Penalty: 3868.677490
	Iteration 13Q: 3 clusters Score -263191.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -263207.312500 Penalty: 3868.677490
	Iteration 14Q: 3 clusters Score -263207.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -263216.562500 Penalty: 3868.677490
	Iteration 15Q: 3 clusters Score -263216.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -263224.843750 Penalty: 3868.677490
	Iteration 16Q: 3 clusters Score -263224.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -263232.031250 Penalty: 3868.677490
	Iteration 17Q: 3 clusters Score -263232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -263235.562500 Penalty: 3868.677490
	Iteration 18Q: 3 clusters Score -263235.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -263239.562500 Penalty: 3868.677490
	Iteration 19Q: 3 clusters Score -263239.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -263240.812500 Penalty: 3868.677490
	Iteration 20F: 3 clusters Score -263240.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -263245.531250 Penalty: 3868.677490
	Iteration 21Q: 3 clusters Score -263245.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -263248.843750 Penalty: 3868.677490
	Iteration 22Q: 3 clusters Score -263248.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -263251.875000 Penalty: 3868.677490
	Iteration 23Q: 3 clusters Score -263251.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -263254.500000 Penalty: 3868.677490
	Iteration 24Q: 3 clusters Score -263254.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -263259.312500 Penalty: 3868.677490
	Iteration 25Q: 3 clusters Score -263259.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -263261.093750 Penalty: 3868.677490
	Iteration 26Q: 3 clusters Score -263261.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -263268.156250 Penalty: 3868.677490
	Iteration 27Q: 3 clusters Score -263268.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -263271.687500 Penalty: 3868.677490
	Iteration 28Q: 3 clusters Score -263271.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -263273.593750 Penalty: 3868.677490
	Iteration 29Q: 3 clusters Score -263273.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -263275.500000 Penalty: 3868.677490
	Iteration 30Q: 3 clusters Score -263275.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -263277.125000 Penalty: 3868.677490
	Iteration 31Q: 3 clusters Score -263277.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -263278.843750 Penalty: 3868.677490
	Iteration 32Q: 3 clusters Score -263278.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -263279.437500 Penalty: 3868.677490
	Iteration 33Q: 3 clusters Score -263279.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -263281.531250 Penalty: 3868.677490
	Iteration 34Q: 3 clusters Score -263281.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -263283.718750 Penalty: 3868.677490
	Iteration 35Q: 3 clusters Score -263283.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -263285.500000 Penalty: 3868.677490
	Iteration 36Q: 3 clusters Score -263285.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -263286.781250 Penalty: 3868.677490
	Iteration 37Q: 3 clusters Score -263286.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -263286.750000 Penalty: 3868.677490
	Iteration 38Q: 3 clusters Score -263286.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -263289.562500 Penalty: 3868.677490
	Iteration 39Q: 3 clusters Score -263289.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -263293.062500 Penalty: 3868.677490
	Iteration 40F: 3 clusters Score -263293.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -263296.437500 Penalty: 3868.677490
	Iteration 41Q: 3 clusters Score -263296.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -263300.312500 Penalty: 3868.677490
	Iteration 42Q: 3 clusters Score -263300.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -263302.500000 Penalty: 3868.677490
	Iteration 43Q: 3 clusters Score -263302.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -263306.062500 Penalty: 3868.677490
	Iteration 44Q: 3 clusters Score -263306.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -263309.187500 Penalty: 3868.677490
	Iteration 45Q: 3 clusters Score -263309.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -263309.937500 Penalty: 3868.677490
	Iteration 46Q: 3 clusters Score -263309.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -263310.250000 Penalty: 3868.677490
	Iteration 47Q: 3 clusters Score -263310.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -263310.250000 Penalty: 3868.677490
	Iteration 48F: 3 clusters Score -263310.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Entering Unmasked Estep 
Score: -55546.757812 Penalty: 1580.583252
	Iteration 0F: 2 clusters Score -55546.76 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 281 members 
Entering Unmasked Estep 
Score: -54014.109375 Penalty: 3161.166504
	Iteration 0F: 3 clusters Score -54014.11 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -54262.089844 Penalty: 3161.166504
	Iteration 1F: 3 clusters Score -54262.09 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -54361.628906 Penalty: 3161.166504
	Iteration 2F: 3 clusters Score -54361.63 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -54410.246094 Penalty: 3161.166504
	Iteration 3Q: 3 clusters Score -54410.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -54465.906250 Penalty: 3161.166504
	Iteration 4Q: 3 clusters Score -54465.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -54504.710938 Penalty: 3161.166504
	Iteration 5Q: 3 clusters Score -54504.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -54529.406250 Penalty: 3161.166504
	Iteration 6Q: 3 clusters Score -54529.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -54558.664062 Penalty: 3161.166504
	Iteration 7Q: 3 clusters Score -54558.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -54585.691406 Penalty: 3161.166504
	Iteration 8Q: 3 clusters Score -54585.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -54592.148438 Penalty: 3161.166504
	Iteration 9Q: 3 clusters Score -54592.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -54602.890625 Penalty: 3161.166504
	Iteration 10Q: 3 clusters Score -54602.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -54642.695312 Penalty: 3161.166504
	Iteration 11Q: 3 clusters Score -54642.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -54683.722656 Penalty: 3161.166504
	Iteration 12Q: 3 clusters Score -54683.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -54689.492188 Penalty: 3161.166504
	Iteration 13Q: 3 clusters Score -54689.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -54694.156250 Penalty: 3161.166504
	Iteration 14Q: 3 clusters Score -54694.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -54696.328125 Penalty: 3161.166504
	Iteration 15Q: 3 clusters Score -54696.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -54698.296875 Penalty: 3161.166504
	Iteration 16Q: 3 clusters Score -54698.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -54707.996094 Penalty: 3161.166504
	Iteration 17F: 3 clusters Score -54708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -54749.898438 Penalty: 3161.166504
	Iteration 18Q: 3 clusters Score -54749.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -54801.105469 Penalty: 3161.166504
	Iteration 19Q: 3 clusters Score -54801.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -54801.105469 Penalty: 3161.166504
	Iteration 20F: 3 clusters Score -54801.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Entering Unmasked Estep 
Score: -162131.984375 Penalty: 1820.848633
	Iteration 0F: 2 clusters Score -162132 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 776 members 
Entering Unmasked Estep 
Score: -159860.765625 Penalty: 3641.697266
	Iteration 0F: 3 clusters Score -159860.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -160283.500000 Penalty: 3641.697266
	Iteration 1F: 3 clusters Score -160283.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -160434.640625 Penalty: 3641.697266
	Iteration 2F: 3 clusters Score -160434.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -160530.515625 Penalty: 3641.697266
	Iteration 3F: 3 clusters Score -160530.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -160596.359375 Penalty: 3641.697266
	Iteration 4Q: 3 clusters Score -160596.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -160642.656250 Penalty: 3641.697266
	Iteration 5Q: 3 clusters Score -160642.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -160677.125000 Penalty: 3641.697266
	Iteration 6Q: 3 clusters Score -160677.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -160710.203125 Penalty: 3641.697266
	Iteration 7Q: 3 clusters Score -160710.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -160746.687500 Penalty: 3641.697266
	Iteration 8Q: 3 clusters Score -160746.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -160792.718750 Penalty: 3641.697266
	Iteration 9Q: 3 clusters Score -160792.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -160879.171875 Penalty: 3641.697266
	Iteration 10Q: 3 clusters Score -160879.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -160964.984375 Penalty: 3641.697266
	Iteration 11Q: 3 clusters Score -160965 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -161023.968750 Penalty: 3641.697266
	Iteration 12Q: 3 clusters Score -161024 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -161072.765625 Penalty: 3641.697266
	Iteration 13Q: 3 clusters Score -161072.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -161092.156250 Penalty: 3641.697266
	Iteration 14Q: 3 clusters Score -161092.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -161106.875000 Penalty: 3641.697266
	Iteration 15Q: 3 clusters Score -161106.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -161118.390625 Penalty: 3641.697266
	Iteration 16Q: 3 clusters Score -161118.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -161126.046875 Penalty: 3641.697266
	Iteration 17Q: 3 clusters Score -161126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -161130.218750 Penalty: 3641.697266
	Iteration 18Q: 3 clusters Score -161130.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -161136.140625 Penalty: 3641.697266
	Iteration 19Q: 3 clusters Score -161136.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -161138.703125 Penalty: 3641.697266
	Iteration 20F: 3 clusters Score -161138.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -161141.687500 Penalty: 3641.697266
	Iteration 21Q: 3 clusters Score -161141.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -161144.031250 Penalty: 3641.697266
	Iteration 22Q: 3 clusters Score -161144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -161144.031250 Penalty: 3641.697266
	Iteration 23F: 3 clusters Score -161144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Entering Unmasked Estep 
Score: -154586.250000 Penalty: 1808.668457
	Iteration 0F: 2 clusters Score -154586.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -152341.375000 Penalty: 3617.336914
	Iteration 0F: 3 clusters Score -152341.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -152710.609375 Penalty: 3617.336914
	Iteration 1F: 3 clusters Score -152710.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -152796.453125 Penalty: 3617.336914
	Iteration 2F: 3 clusters Score -152796.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -152850.078125 Penalty: 3617.336914
	Iteration 3Q: 3 clusters Score -152850.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -152881.093750 Penalty: 3617.336914
	Iteration 4Q: 3 clusters Score -152881.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -152896.593750 Penalty: 3617.336914
	Iteration 5Q: 3 clusters Score -152896.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -152909.531250 Penalty: 3617.336914
	Iteration 6Q: 3 clusters Score -152909.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -152917.765625 Penalty: 3617.336914
	Iteration 7Q: 3 clusters Score -152917.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -152933.375000 Penalty: 3617.336914
	Iteration 8Q: 3 clusters Score -152933.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -152950.171875 Penalty: 3617.336914
	Iteration 9Q: 3 clusters Score -152950.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -152957.265625 Penalty: 3617.336914
	Iteration 10Q: 3 clusters Score -152957.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -152960.718750 Penalty: 3617.336914
	Iteration 11Q: 3 clusters Score -152960.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -152962.078125 Penalty: 3617.336914
	Iteration 12Q: 3 clusters Score -152962.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -152963.296875 Penalty: 3617.336914
	Iteration 13Q: 3 clusters Score -152963.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -152966.250000 Penalty: 3617.336914
	Iteration 14Q: 3 clusters Score -152966.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -152970.093750 Penalty: 3617.336914
	Iteration 15Q: 3 clusters Score -152970.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -152972.453125 Penalty: 3617.336914
	Iteration 16Q: 3 clusters Score -152972.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -152974.937500 Penalty: 3617.336914
	Iteration 17Q: 3 clusters Score -152974.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -152975.953125 Penalty: 3617.336914
	Iteration 18Q: 3 clusters Score -152976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -152975.953125 Penalty: 3617.336914
	Iteration 19F: 3 clusters Score -152976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (14142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Entering Unmasked Estep 
Score: -1378593.750000 Penalty: 2370.112305
	Iteration 0F: 2 clusters Score -1378594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1368293.625000 Penalty: 4740.224609
	Iteration 0F: 3 clusters Score -1368294 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1371578.125000 Penalty: 4740.224609
	Iteration 1F: 3 clusters Score -1371578 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1372066.125000 Penalty: 4740.224609
	Iteration 2F: 3 clusters Score -1372066 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1372534.750000 Penalty: 4740.224609
	Iteration 3F: 3 clusters Score -1372535 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1372999.000000 Penalty: 4740.224609
	Iteration 4F: 3 clusters Score -1372999 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1373452.000000 Penalty: 4740.224609
	Iteration 5F: 3 clusters Score -1373452 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1373845.125000 Penalty: 4740.224609
	Iteration 6Q: 3 clusters Score -1373845 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1374221.875000 Penalty: 4740.224609
	Iteration 7Q: 3 clusters Score -1374222 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1374603.125000 Penalty: 4740.224609
	Iteration 8Q: 3 clusters Score -1374603 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1374955.125000 Penalty: 4740.224609
	Iteration 9Q: 3 clusters Score -1374955 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1375300.125000 Penalty: 4740.224609
	Iteration 10Q: 3 clusters Score -1375300 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1375596.375000 Penalty: 4740.224609
	Iteration 11Q: 3 clusters Score -1375596 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1375806.375000 Penalty: 4740.224609
	Iteration 12Q: 3 clusters Score -1375806 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1376010.000000 Penalty: 4740.224609
	Iteration 13Q: 3 clusters Score -1376010 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1376182.125000 Penalty: 4740.224609
	Iteration 14Q: 3 clusters Score -1376182 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1376311.250000 Penalty: 4740.224609
	Iteration 15Q: 3 clusters Score -1376311 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1376425.500000 Penalty: 4740.224609
	Iteration 16Q: 3 clusters Score -1376426 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1376520.250000 Penalty: 4740.224609
	Iteration 17Q: 3 clusters Score -1376520 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1376596.625000 Penalty: 4740.224609
	Iteration 18Q: 3 clusters Score -1376597 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1376666.125000 Penalty: 4740.224609
	Iteration 19Q: 3 clusters Score -1376666 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1376722.375000 Penalty: 4740.224609
	Iteration 20F: 3 clusters Score -1376722 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1376777.375000 Penalty: 4740.224609
	Iteration 21Q: 3 clusters Score -1376777 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1376820.750000 Penalty: 4740.224609
	Iteration 22Q: 3 clusters Score -1376821 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1376850.750000 Penalty: 4740.224609
	Iteration 23Q: 3 clusters Score -1376851 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1376878.875000 Penalty: 4740.224609
	Iteration 24Q: 3 clusters Score -1376879 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1376891.000000 Penalty: 4740.224609
	Iteration 25Q: 3 clusters Score -1376891 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1376901.250000 Penalty: 4740.224609
	Iteration 26Q: 3 clusters Score -1376901 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1376918.875000 Penalty: 4740.224609
	Iteration 27Q: 3 clusters Score -1376919 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1376929.250000 Penalty: 4740.224609
	Iteration 28Q: 3 clusters Score -1376929 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1376937.875000 Penalty: 4740.224609
	Iteration 29Q: 3 clusters Score -1376938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1376949.125000 Penalty: 4740.224609
	Iteration 30Q: 3 clusters Score -1376949 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1376955.750000 Penalty: 4740.224609
	Iteration 31Q: 3 clusters Score -1376956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1376966.125000 Penalty: 4740.224609
	Iteration 32Q: 3 clusters Score -1376966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1376969.250000 Penalty: 4740.224609
	Iteration 33Q: 3 clusters Score -1376969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1376973.375000 Penalty: 4740.224609
	Iteration 34Q: 3 clusters Score -1376973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1376975.000000 Penalty: 4740.224609
	Iteration 35Q: 3 clusters Score -1376975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1376979.000000 Penalty: 4740.224609
	Iteration 36Q: 3 clusters Score -1376979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1376980.000000 Penalty: 4740.224609
	Iteration 37Q: 3 clusters Score -1376980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1376985.875000 Penalty: 4740.224609
	Iteration 38Q: 3 clusters Score -1376986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1376993.625000 Penalty: 4740.224609
	Iteration 39Q: 3 clusters Score -1376994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1376998.625000 Penalty: 4740.224609
	Iteration 40F: 3 clusters Score -1376999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1376998.375000 Penalty: 4740.224609
	Iteration 41Q: 3 clusters Score -1376998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1377000.125000 Penalty: 4740.224609
	Iteration 42Q: 3 clusters Score -1377000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1377002.875000 Penalty: 4740.224609
	Iteration 43Q: 3 clusters Score -1377003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1377003.000000 Penalty: 4740.224609
	Iteration 44Q: 3 clusters Score -1377003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1377005.500000 Penalty: 4740.224609
	Iteration 45Q: 3 clusters Score -1377006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1377005.500000 Penalty: 4740.224609
	Iteration 46Q: 3 clusters Score -1377006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1377005.500000 Penalty: 4740.224609
	Iteration 47F: 3 clusters Score -1377006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Entering Unmasked Estep 
Score: -368578.062500 Penalty: 2028.093506
	Iteration 0F: 2 clusters Score -368578.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -364931.250000 Penalty: 4056.187012
	Iteration 0F: 3 clusters Score -364931.2 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -365776.062500 Penalty: 4056.187012
	Iteration 1F: 3 clusters Score -365776.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -366077.031250 Penalty: 4056.187012
	Iteration 2F: 3 clusters Score -366077 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -366358.718750 Penalty: 4056.187012
	Iteration 3F: 3 clusters Score -366358.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -366570.718750 Penalty: 4056.187012
	Iteration 4F: 3 clusters Score -366570.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -366706.781250 Penalty: 4056.187012
	Iteration 5Q: 3 clusters Score -366706.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -366810.343750 Penalty: 4056.187012
	Iteration 6Q: 3 clusters Score -366810.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -366911.281250 Penalty: 4056.187012
	Iteration 7Q: 3 clusters Score -366911.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -366976.250000 Penalty: 4056.187012
	Iteration 8Q: 3 clusters Score -366976.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -367014.312500 Penalty: 4056.187012
	Iteration 9Q: 3 clusters Score -367014.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -367047.562500 Penalty: 4056.187012
	Iteration 10Q: 3 clusters Score -367047.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -367075.750000 Penalty: 4056.187012
	Iteration 11Q: 3 clusters Score -367075.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -367099.281250 Penalty: 4056.187012
	Iteration 12Q: 3 clusters Score -367099.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -367134.750000 Penalty: 4056.187012
	Iteration 13Q: 3 clusters Score -367134.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -367164.000000 Penalty: 4056.187012
	Iteration 14Q: 3 clusters Score -367164 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -367191.406250 Penalty: 4056.187012
	Iteration 15Q: 3 clusters Score -367191.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -367213.656250 Penalty: 4056.187012
	Iteration 16Q: 3 clusters Score -367213.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -367234.062500 Penalty: 4056.187012
	Iteration 17Q: 3 clusters Score -367234.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -367255.281250 Penalty: 4056.187012
	Iteration 18Q: 3 clusters Score -367255.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -367277.125000 Penalty: 4056.187012
	Iteration 19Q: 3 clusters Score -367277.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -367301.593750 Penalty: 4056.187012
	Iteration 20F: 3 clusters Score -367301.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -367335.281250 Penalty: 4056.187012
	Iteration 21Q: 3 clusters Score -367335.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -367374.156250 Penalty: 4056.187012
	Iteration 22Q: 3 clusters Score -367374.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -367417.500000 Penalty: 4056.187012
	Iteration 23Q: 3 clusters Score -367417.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -367460.593750 Penalty: 4056.187012
	Iteration 24Q: 3 clusters Score -367460.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -367499.250000 Penalty: 4056.187012
	Iteration 25Q: 3 clusters Score -367499.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -367537.718750 Penalty: 4056.187012
	Iteration 26Q: 3 clusters Score -367537.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -367561.187500 Penalty: 4056.187012
	Iteration 27Q: 3 clusters Score -367561.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -367580.312500 Penalty: 4056.187012
	Iteration 28Q: 3 clusters Score -367580.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -367591.687500 Penalty: 4056.187012
	Iteration 29Q: 3 clusters Score -367591.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -367598.062500 Penalty: 4056.187012
	Iteration 30Q: 3 clusters Score -367598.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -367600.687500 Penalty: 4056.187012
	Iteration 31Q: 3 clusters Score -367600.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -367604.218750 Penalty: 4056.187012
	Iteration 32Q: 3 clusters Score -367604.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -367608.687500 Penalty: 4056.187012
	Iteration 33Q: 3 clusters Score -367608.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -367611.562500 Penalty: 4056.187012
	Iteration 34Q: 3 clusters Score -367611.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -367616.187500 Penalty: 4056.187012
	Iteration 35Q: 3 clusters Score -367616.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -367619.343750 Penalty: 4056.187012
	Iteration 36Q: 3 clusters Score -367619.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -367622.468750 Penalty: 4056.187012
	Iteration 37Q: 3 clusters Score -367622.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -367624.718750 Penalty: 4056.187012
	Iteration 38Q: 3 clusters Score -367624.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -367625.000000 Penalty: 4056.187012
	Iteration 39Q: 3 clusters Score -367625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -367625.437500 Penalty: 4056.187012
	Iteration 40F: 3 clusters Score -367625.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -367625.968750 Penalty: 4056.187012
	Iteration 41Q: 3 clusters Score -367626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -367627.281250 Penalty: 4056.187012
	Iteration 42Q: 3 clusters Score -367627.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -367627.375000 Penalty: 4056.187012
	Iteration 43Q: 3 clusters Score -367627.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -367627.875000 Penalty: 4056.187012
	Iteration 44Q: 3 clusters Score -367627.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -367629.343750 Penalty: 4056.187012
	Iteration 45Q: 3 clusters Score -367629.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -367630.312500 Penalty: 4056.187012
	Iteration 46Q: 3 clusters Score -367630.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -367630.312500 Penalty: 4056.187012
	Iteration 47F: 3 clusters Score -367630.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Entering Unmasked Estep 
Score: -623524.625000 Penalty: 2147.957764
	Iteration 0F: 2 clusters Score -623524.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -618491.750000 Penalty: 4295.915527
	Iteration 0F: 3 clusters Score -618491.8 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -619766.937500 Penalty: 4295.915527
	Iteration 1F: 3 clusters Score -619766.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -620018.062500 Penalty: 4295.915527
	Iteration 2F: 3 clusters Score -620018.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -620170.000000 Penalty: 4295.915527
	Iteration 3F: 3 clusters Score -620170 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -620274.062500 Penalty: 4295.915527
	Iteration 4Q: 3 clusters Score -620274.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -620373.000000 Penalty: 4295.915527
	Iteration 5Q: 3 clusters Score -620373 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -620451.000000 Penalty: 4295.915527
	Iteration 6Q: 3 clusters Score -620451 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -620523.625000 Penalty: 4295.915527
	Iteration 7Q: 3 clusters Score -620523.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -620585.375000 Penalty: 4295.915527
	Iteration 8Q: 3 clusters Score -620585.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -620648.312500 Penalty: 4295.915527
	Iteration 9Q: 3 clusters Score -620648.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -620719.687500 Penalty: 4295.915527
	Iteration 10Q: 3 clusters Score -620719.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -620785.562500 Penalty: 4295.915527
	Iteration 11Q: 3 clusters Score -620785.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -620863.625000 Penalty: 4295.915527
	Iteration 12Q: 3 clusters Score -620863.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -620950.500000 Penalty: 4295.915527
	Iteration 13Q: 3 clusters Score -620950.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -621022.812500 Penalty: 4295.915527
	Iteration 14Q: 3 clusters Score -621022.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -621095.625000 Penalty: 4295.915527
	Iteration 15Q: 3 clusters Score -621095.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -621162.312500 Penalty: 4295.915527
	Iteration 16Q: 3 clusters Score -621162.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -621213.875000 Penalty: 4295.915527
	Iteration 17Q: 3 clusters Score -621213.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -621259.750000 Penalty: 4295.915527
	Iteration 18Q: 3 clusters Score -621259.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -621302.687500 Penalty: 4295.915527
	Iteration 19Q: 3 clusters Score -621302.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -621339.375000 Penalty: 4295.915527
	Iteration 20F: 3 clusters Score -621339.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -621366.687500 Penalty: 4295.915527
	Iteration 21Q: 3 clusters Score -621366.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -621387.562500 Penalty: 4295.915527
	Iteration 22Q: 3 clusters Score -621387.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -621405.750000 Penalty: 4295.915527
	Iteration 23Q: 3 clusters Score -621405.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -621424.750000 Penalty: 4295.915527
	Iteration 24Q: 3 clusters Score -621424.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -621445.812500 Penalty: 4295.915527
	Iteration 25Q: 3 clusters Score -621445.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -621469.812500 Penalty: 4295.915527
	Iteration 26Q: 3 clusters Score -621469.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -621490.750000 Penalty: 4295.915527
	Iteration 27Q: 3 clusters Score -621490.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -621508.937500 Penalty: 4295.915527
	Iteration 28Q: 3 clusters Score -621508.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -621526.562500 Penalty: 4295.915527
	Iteration 29Q: 3 clusters Score -621526.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -621541.562500 Penalty: 4295.915527
	Iteration 30Q: 3 clusters Score -621541.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -621553.937500 Penalty: 4295.915527
	Iteration 31Q: 3 clusters Score -621553.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -621561.937500 Penalty: 4295.915527
	Iteration 32Q: 3 clusters Score -621561.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -621567.437500 Penalty: 4295.915527
	Iteration 33Q: 3 clusters Score -621567.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -621573.125000 Penalty: 4295.915527
	Iteration 34Q: 3 clusters Score -621573.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -621579.687500 Penalty: 4295.915527
	Iteration 35Q: 3 clusters Score -621579.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -621585.750000 Penalty: 4295.915527
	Iteration 36Q: 3 clusters Score -621585.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -621589.812500 Penalty: 4295.915527
	Iteration 37Q: 3 clusters Score -621589.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -621594.687500 Penalty: 4295.915527
	Iteration 38Q: 3 clusters Score -621594.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -621599.375000 Penalty: 4295.915527
	Iteration 39Q: 3 clusters Score -621599.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -621603.562500 Penalty: 4295.915527
	Iteration 40F: 3 clusters Score -621603.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -621606.187500 Penalty: 4295.915527
	Iteration 41Q: 3 clusters Score -621606.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -621610.312500 Penalty: 4295.915527
	Iteration 42Q: 3 clusters Score -621610.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -621611.937500 Penalty: 4295.915527
	Iteration 43Q: 3 clusters Score -621611.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -621615.500000 Penalty: 4295.915527
	Iteration 44Q: 3 clusters Score -621615.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -621615.562500 Penalty: 4295.915527
	Iteration 45Q: 3 clusters Score -621615.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -621617.062500 Penalty: 4295.915527
	Iteration 46Q: 3 clusters Score -621617.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -621620.000000 Penalty: 4295.915527
	Iteration 47Q: 3 clusters Score -621620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -621621.250000 Penalty: 4295.915527
	Iteration 48Q: 3 clusters Score -621621.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -621621.062500 Penalty: 4295.915527
	Iteration 49Q: 3 clusters Score -621621.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -621622.000000 Penalty: 4295.915527
	Iteration 50Q: 3 clusters Score -621622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -621624.312500 Penalty: 4295.915527
	Iteration 51Q: 3 clusters Score -621624.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -621625.125000 Penalty: 4295.915527
	Iteration 52Q: 3 clusters Score -621625.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -621624.937500 Penalty: 4295.915527
	Iteration 53Q: 3 clusters Score -621624.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -621625.250000 Penalty: 4295.915527
	Iteration 54Q: 3 clusters Score -621625.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -621626.687500 Penalty: 4295.915527
	Iteration 55Q: 3 clusters Score -621626.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -621628.000000 Penalty: 4295.915527
	Iteration 56Q: 3 clusters Score -621628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -621627.062500 Penalty: 4295.915527
	Iteration 57Q: 3 clusters Score -621627.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -621627.062500 Penalty: 4295.915527
	Iteration 58F: 3 clusters Score -621627.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (3175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Entering Unmasked Estep 
Score: -338478.125000 Penalty: 1999.639526
	Iteration 0F: 2 clusters Score -338478.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -335058.781250 Penalty: 3999.279053
	Iteration 0F: 3 clusters Score -335058.8 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -335777.187500 Penalty: 3999.279053
	Iteration 1F: 3 clusters Score -335777.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -335923.218750 Penalty: 3999.279053
	Iteration 2F: 3 clusters Score -335923.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -336016.500000 Penalty: 3999.279053
	Iteration 3Q: 3 clusters Score -336016.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -336092.437500 Penalty: 3999.279053
	Iteration 4Q: 3 clusters Score -336092.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -336149.750000 Penalty: 3999.279053
	Iteration 5Q: 3 clusters Score -336149.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -336194.343750 Penalty: 3999.279053
	Iteration 6Q: 3 clusters Score -336194.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -336233.375000 Penalty: 3999.279053
	Iteration 7Q: 3 clusters Score -336233.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -336275.031250 Penalty: 3999.279053
	Iteration 8Q: 3 clusters Score -336275 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -336322.531250 Penalty: 3999.279053
	Iteration 9Q: 3 clusters Score -336322.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -336382.000000 Penalty: 3999.279053
	Iteration 10Q: 3 clusters Score -336382 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -336463.437500 Penalty: 3999.279053
	Iteration 11Q: 3 clusters Score -336463.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -336551.562500 Penalty: 3999.279053
	Iteration 12Q: 3 clusters Score -336551.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -336623.187500 Penalty: 3999.279053
	Iteration 13Q: 3 clusters Score -336623.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -336685.812500 Penalty: 3999.279053
	Iteration 14Q: 3 clusters Score -336685.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -336760.500000 Penalty: 3999.279053
	Iteration 15Q: 3 clusters Score -336760.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -336830.468750 Penalty: 3999.279053
	Iteration 16Q: 3 clusters Score -336830.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -336898.000000 Penalty: 3999.279053
	Iteration 17Q: 3 clusters Score -336898 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -336954.593750 Penalty: 3999.279053
	Iteration 18Q: 3 clusters Score -336954.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -336996.812500 Penalty: 3999.279053
	Iteration 19Q: 3 clusters Score -336996.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -337030.812500 Penalty: 3999.279053
	Iteration 20F: 3 clusters Score -337030.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -337054.875000 Penalty: 3999.279053
	Iteration 21Q: 3 clusters Score -337054.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -337072.468750 Penalty: 3999.279053
	Iteration 22Q: 3 clusters Score -337072.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -337083.187500 Penalty: 3999.279053
	Iteration 23Q: 3 clusters Score -337083.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -337091.625000 Penalty: 3999.279053
	Iteration 24Q: 3 clusters Score -337091.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -337095.062500 Penalty: 3999.279053
	Iteration 25Q: 3 clusters Score -337095.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -337098.031250 Penalty: 3999.279053
	Iteration 26Q: 3 clusters Score -337098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -337100.437500 Penalty: 3999.279053
	Iteration 27Q: 3 clusters Score -337100.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -337103.562500 Penalty: 3999.279053
	Iteration 28Q: 3 clusters Score -337103.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -337106.156250 Penalty: 3999.279053
	Iteration 29Q: 3 clusters Score -337106.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -337107.062500 Penalty: 3999.279053
	Iteration 30Q: 3 clusters Score -337107.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -337109.218750 Penalty: 3999.279053
	Iteration 31Q: 3 clusters Score -337109.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -337113.937500 Penalty: 3999.279053
	Iteration 32Q: 3 clusters Score -337113.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -337116.093750 Penalty: 3999.279053
	Iteration 33Q: 3 clusters Score -337116.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -337118.093750 Penalty: 3999.279053
	Iteration 34Q: 3 clusters Score -337118.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -337118.906250 Penalty: 3999.279053
	Iteration 35Q: 3 clusters Score -337118.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -337119.531250 Penalty: 3999.279053
	Iteration 36Q: 3 clusters Score -337119.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -337119.968750 Penalty: 3999.279053
	Iteration 37Q: 3 clusters Score -337120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -337119.968750 Penalty: 3999.279053
	Iteration 38F: 3 clusters Score -337120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (18816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Entering Unmasked Estep 
Score: -1863660.750000 Penalty: 2440.930664
	Iteration 0F: 2 clusters Score -1863661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1850318.500000 Penalty: 4881.861328
	Iteration 0F: 3 clusters Score -1850318 nChanged 8299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1854915.125000 Penalty: 4881.861328
	Iteration 1F: 3 clusters Score -1854915 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1855631.375000 Penalty: 4881.861328
	Iteration 2F: 3 clusters Score -1855631 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1856364.250000 Penalty: 4881.861328
	Iteration 3F: 3 clusters Score -1856364 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1857048.625000 Penalty: 4881.861328
	Iteration 4F: 3 clusters Score -1857049 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1857720.125000 Penalty: 4881.861328
	Iteration 5F: 3 clusters Score -1857720 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1858318.875000 Penalty: 4881.861328
	Iteration 6F: 3 clusters Score -1858319 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1858837.875000 Penalty: 4881.861328
	Iteration 7Q: 3 clusters Score -1858838 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1859251.750000 Penalty: 4881.861328
	Iteration 8Q: 3 clusters Score -1859252 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1859635.750000 Penalty: 4881.861328
	Iteration 9Q: 3 clusters Score -1859636 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1859957.750000 Penalty: 4881.861328
	Iteration 10Q: 3 clusters Score -1859958 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1860181.000000 Penalty: 4881.861328
	Iteration 11Q: 3 clusters Score -1860181 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1860366.000000 Penalty: 4881.861328
	Iteration 12Q: 3 clusters Score -1860366 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1860514.750000 Penalty: 4881.861328
	Iteration 13Q: 3 clusters Score -1860515 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1860633.375000 Penalty: 4881.861328
	Iteration 14Q: 3 clusters Score -1860633 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1860754.750000 Penalty: 4881.861328
	Iteration 15Q: 3 clusters Score -1860755 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -1860853.500000 Penalty: 4881.861328
	Iteration 16Q: 3 clusters Score -1860854 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1860934.250000 Penalty: 4881.861328
	Iteration 17Q: 3 clusters Score -1860934 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1861018.500000 Penalty: 4881.861328
	Iteration 18Q: 3 clusters Score -1861018 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -1861097.625000 Penalty: 4881.861328
	Iteration 19Q: 3 clusters Score -1861098 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -1861169.125000 Penalty: 4881.861328
	Iteration 20F: 3 clusters Score -1861169 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -1861226.875000 Penalty: 4881.861328
	Iteration 21Q: 3 clusters Score -1861227 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1861271.875000 Penalty: 4881.861328
	Iteration 22Q: 3 clusters Score -1861272 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -1861322.500000 Penalty: 4881.861328
	Iteration 23Q: 3 clusters Score -1861322 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1861350.125000 Penalty: 4881.861328
	Iteration 24Q: 3 clusters Score -1861350 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1861384.000000 Penalty: 4881.861328
	Iteration 25Q: 3 clusters Score -1861384 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -1861411.125000 Penalty: 4881.861328
	Iteration 26Q: 3 clusters Score -1861411 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -1861439.250000 Penalty: 4881.861328
	Iteration 27Q: 3 clusters Score -1861439 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -1861468.750000 Penalty: 4881.861328
	Iteration 28Q: 3 clusters Score -1861469 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -1861489.625000 Penalty: 4881.861328
	Iteration 29Q: 3 clusters Score -1861490 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -1861520.375000 Penalty: 4881.861328
	Iteration 30Q: 3 clusters Score -1861520 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -1861537.750000 Penalty: 4881.861328
	Iteration 31Q: 3 clusters Score -1861538 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -1861559.375000 Penalty: 4881.861328
	Iteration 32Q: 3 clusters Score -1861559 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -1861583.375000 Penalty: 4881.861328
	Iteration 33Q: 3 clusters Score -1861583 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -1861610.375000 Penalty: 4881.861328
	Iteration 34Q: 3 clusters Score -1861610 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -1861628.875000 Penalty: 4881.861328
	Iteration 35Q: 3 clusters Score -1861629 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -1861641.250000 Penalty: 4881.861328
	Iteration 36Q: 3 clusters Score -1861641 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -1861650.250000 Penalty: 4881.861328
	Iteration 37Q: 3 clusters Score -1861650 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -1861666.625000 Penalty: 4881.861328
	Iteration 38Q: 3 clusters Score -1861667 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -1861681.375000 Penalty: 4881.861328
	Iteration 39Q: 3 clusters Score -1861681 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -1861698.250000 Penalty: 4881.861328
	Iteration 40F: 3 clusters Score -1861698 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -1861710.000000 Penalty: 4881.861328
	Iteration 41Q: 3 clusters Score -1861710 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -1861727.875000 Penalty: 4881.861328
	Iteration 42Q: 3 clusters Score -1861728 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -1861745.250000 Penalty: 4881.861328
	Iteration 43Q: 3 clusters Score -1861745 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -1861764.000000 Penalty: 4881.861328
	Iteration 44Q: 3 clusters Score -1861764 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -1861777.500000 Penalty: 4881.861328
	Iteration 45Q: 3 clusters Score -1861778 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -1861794.375000 Penalty: 4881.861328
	Iteration 46Q: 3 clusters Score -1861794 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -1861812.875000 Penalty: 4881.861328
	Iteration 47Q: 3 clusters Score -1861813 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -1861830.750000 Penalty: 4881.861328
	Iteration 48Q: 3 clusters Score -1861831 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -1861843.250000 Penalty: 4881.861328
	Iteration 49Q: 3 clusters Score -1861843 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -1861861.875000 Penalty: 4881.861328
	Iteration 50Q: 3 clusters Score -1861862 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -1861873.750000 Penalty: 4881.861328
	Iteration 51Q: 3 clusters Score -1861874 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -1861886.500000 Penalty: 4881.861328
	Iteration 52Q: 3 clusters Score -1861886 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -1861900.375000 Penalty: 4881.861328
	Iteration 53Q: 3 clusters Score -1861900 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -1861907.875000 Penalty: 4881.861328
	Iteration 54Q: 3 clusters Score -1861908 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -1861927.625000 Penalty: 4881.861328
	Iteration 55Q: 3 clusters Score -1861928 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -1861927.125000 Penalty: 4881.861328
	Iteration 56Q: 3 clusters Score -1861927 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -1861935.875000 Penalty: 4881.861328
	Iteration 57Q: 3 clusters Score -1861936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -1861941.250000 Penalty: 4881.861328
	Iteration 58Q: 3 clusters Score -1861941 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -1861951.875000 Penalty: 4881.861328
	Iteration 59Q: 3 clusters Score -1861952 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -1861957.000000 Penalty: 4881.861328
	Iteration 60F: 3 clusters Score -1861957 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -1861965.250000 Penalty: 4881.861328
	Iteration 61Q: 3 clusters Score -1861965 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -1861975.625000 Penalty: 4881.861328
	Iteration 62Q: 3 clusters Score -1861976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -1861973.375000 Penalty: 4881.861328
	Iteration 63Q: 3 clusters Score -1861973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -1861976.625000 Penalty: 4881.861328
	Iteration 64Q: 3 clusters Score -1861977 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -1861978.625000 Penalty: 4881.861328
	Iteration 65Q: 3 clusters Score -1861979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -1861980.750000 Penalty: 4881.861328
	Iteration 66Q: 3 clusters Score -1861981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -1861981.875000 Penalty: 4881.861328
	Iteration 67Q: 3 clusters Score -1861982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -1861982.250000 Penalty: 4881.861328
	Iteration 68Q: 3 clusters Score -1861982 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -1861989.000000 Penalty: 4881.861328
	Iteration 69Q: 3 clusters Score -1861989 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -1861991.500000 Penalty: 4881.861328
	Iteration 70Q: 3 clusters Score -1861992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -1861994.375000 Penalty: 4881.861328
	Iteration 71Q: 3 clusters Score -1861994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -1861997.625000 Penalty: 4881.861328
	Iteration 72Q: 3 clusters Score -1861998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -1862007.000000 Penalty: 4881.861328
	Iteration 73Q: 3 clusters Score -1862007 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -1862011.625000 Penalty: 4881.861328
	Iteration 74Q: 3 clusters Score -1862012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -1862011.875000 Penalty: 4881.861328
	Iteration 75Q: 3 clusters Score -1862012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -1862017.375000 Penalty: 4881.861328
	Iteration 76Q: 3 clusters Score -1862017 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -1862021.375000 Penalty: 4881.861328
	Iteration 77Q: 3 clusters Score -1862021 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -1862025.375000 Penalty: 4881.861328
	Iteration 78Q: 3 clusters Score -1862025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -1862024.500000 Penalty: 4881.861328
	Iteration 79Q: 3 clusters Score -1862024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -1862030.125000 Penalty: 4881.861328
	Iteration 80F: 3 clusters Score -1862030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -1862036.750000 Penalty: 4881.861328
	Iteration 81Q: 3 clusters Score -1862037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -1862037.625000 Penalty: 4881.861328
	Iteration 82Q: 3 clusters Score -1862038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -1862041.875000 Penalty: 4881.861328
	Iteration 83Q: 3 clusters Score -1862042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -1862045.750000 Penalty: 4881.861328
	Iteration 84Q: 3 clusters Score -1862046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -1862050.875000 Penalty: 4881.861328
	Iteration 85Q: 3 clusters Score -1862051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -1862050.250000 Penalty: 4881.861328
	Iteration 86Q: 3 clusters Score -1862050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -1862052.250000 Penalty: 4881.861328
	Iteration 87Q: 3 clusters Score -1862052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -1862054.500000 Penalty: 4881.861328
	Iteration 88Q: 3 clusters Score -1862054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -1862053.875000 Penalty: 4881.861328
	Iteration 89Q: 3 clusters Score -1862054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -1862058.125000 Penalty: 4881.861328
	Iteration 90Q: 3 clusters Score -1862058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -1862058.625000 Penalty: 4881.861328
	Iteration 91Q: 3 clusters Score -1862059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -1862062.875000 Penalty: 4881.861328
	Iteration 92Q: 3 clusters Score -1862063 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -1862070.500000 Penalty: 4881.861328
	Iteration 93Q: 3 clusters Score -1862070 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -1862073.875000 Penalty: 4881.861328
	Iteration 94Q: 3 clusters Score -1862074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -1862079.000000 Penalty: 4881.861328
	Iteration 95Q: 3 clusters Score -1862079 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -1862078.000000 Penalty: 4881.861328
	Iteration 96Q: 3 clusters Score -1862078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -1862081.750000 Penalty: 4881.861328
	Iteration 97Q: 3 clusters Score -1862082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -1862082.750000 Penalty: 4881.861328
	Iteration 98Q: 3 clusters Score -1862083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -1862086.625000 Penalty: 4881.861328
	Iteration 99Q: 3 clusters Score -1862087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -1862087.000000 Penalty: 4881.861328
	Iteration 100F: 3 clusters Score -1862087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -1862095.250000 Penalty: 4881.861328
	Iteration 101Q: 3 clusters Score -1862095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -1862092.875000 Penalty: 4881.861328
	Iteration 102Q: 3 clusters Score -1862093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -1862097.250000 Penalty: 4881.861328
	Iteration 103Q: 3 clusters Score -1862097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -1862097.250000 Penalty: 4881.861328
	Iteration 104F: 3 clusters Score -1862097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (3615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Entering Unmasked Estep 
Score: -344037.093750 Penalty: 2031.826172
	Iteration 0F: 2 clusters Score -344037.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -340421.687500 Penalty: 4063.652344
	Iteration 0F: 3 clusters Score -340421.7 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -341310.156250 Penalty: 4063.652344
	Iteration 1F: 3 clusters Score -341310.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -341538.343750 Penalty: 4063.652344
	Iteration 2F: 3 clusters Score -341538.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -341702.093750 Penalty: 4063.652344
	Iteration 3Q: 3 clusters Score -341702.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -341832.625000 Penalty: 4063.652344
	Iteration 4Q: 3 clusters Score -341832.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -341938.375000 Penalty: 4063.652344
	Iteration 5Q: 3 clusters Score -341938.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -342024.906250 Penalty: 4063.652344
	Iteration 6Q: 3 clusters Score -342024.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -342107.593750 Penalty: 4063.652344
	Iteration 7Q: 3 clusters Score -342107.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -342162.562500 Penalty: 4063.652344
	Iteration 8Q: 3 clusters Score -342162.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -342208.500000 Penalty: 4063.652344
	Iteration 9Q: 3 clusters Score -342208.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -342247.718750 Penalty: 4063.652344
	Iteration 10Q: 3 clusters Score -342247.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -342281.406250 Penalty: 4063.652344
	Iteration 11Q: 3 clusters Score -342281.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -342314.468750 Penalty: 4063.652344
	Iteration 12Q: 3 clusters Score -342314.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -342343.625000 Penalty: 4063.652344
	Iteration 13Q: 3 clusters Score -342343.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -342367.531250 Penalty: 4063.652344
	Iteration 14Q: 3 clusters Score -342367.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -342394.687500 Penalty: 4063.652344
	Iteration 15Q: 3 clusters Score -342394.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -342419.937500 Penalty: 4063.652344
	Iteration 16Q: 3 clusters Score -342419.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -342448.593750 Penalty: 4063.652344
	Iteration 17Q: 3 clusters Score -342448.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -342472.531250 Penalty: 4063.652344
	Iteration 18Q: 3 clusters Score -342472.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -342486.406250 Penalty: 4063.652344
	Iteration 19Q: 3 clusters Score -342486.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -342502.343750 Penalty: 4063.652344
	Iteration 20F: 3 clusters Score -342502.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -342514.437500 Penalty: 4063.652344
	Iteration 21Q: 3 clusters Score -342514.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -342520.593750 Penalty: 4063.652344
	Iteration 22Q: 3 clusters Score -342520.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -342527.437500 Penalty: 4063.652344
	Iteration 23Q: 3 clusters Score -342527.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -342533.375000 Penalty: 4063.652344
	Iteration 24Q: 3 clusters Score -342533.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -342541.125000 Penalty: 4063.652344
	Iteration 25Q: 3 clusters Score -342541.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -342550.875000 Penalty: 4063.652344
	Iteration 26Q: 3 clusters Score -342550.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -342556.843750 Penalty: 4063.652344
	Iteration 27Q: 3 clusters Score -342556.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -342563.906250 Penalty: 4063.652344
	Iteration 28Q: 3 clusters Score -342563.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -342566.562500 Penalty: 4063.652344
	Iteration 29Q: 3 clusters Score -342566.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -342570.625000 Penalty: 4063.652344
	Iteration 30Q: 3 clusters Score -342570.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -342574.406250 Penalty: 4063.652344
	Iteration 31Q: 3 clusters Score -342574.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -342580.843750 Penalty: 4063.652344
	Iteration 32Q: 3 clusters Score -342580.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -342583.875000 Penalty: 4063.652344
	Iteration 33Q: 3 clusters Score -342583.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -342587.031250 Penalty: 4063.652344
	Iteration 34Q: 3 clusters Score -342587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -342587.593750 Penalty: 4063.652344
	Iteration 35Q: 3 clusters Score -342587.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -342587.843750 Penalty: 4063.652344
	Iteration 36Q: 3 clusters Score -342587.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -342588.312500 Penalty: 4063.652344
	Iteration 37Q: 3 clusters Score -342588.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -342590.281250 Penalty: 4063.652344
	Iteration 38Q: 3 clusters Score -342590.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -342593.093750 Penalty: 4063.652344
	Iteration 39Q: 3 clusters Score -342593.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -342595.062500 Penalty: 4063.652344
	Iteration 40F: 3 clusters Score -342595.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -342596.500000 Penalty: 4063.652344
	Iteration 41Q: 3 clusters Score -342596.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -342597.625000 Penalty: 4063.652344
	Iteration 42Q: 3 clusters Score -342597.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -342598.250000 Penalty: 4063.652344
	Iteration 43Q: 3 clusters Score -342598.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -342598.656250 Penalty: 4063.652344
	Iteration 44Q: 3 clusters Score -342598.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -342598.593750 Penalty: 4063.652344
	Iteration 45Q: 3 clusters Score -342598.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -342599.156250 Penalty: 4063.652344
	Iteration 46Q: 3 clusters Score -342599.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -342600.781250 Penalty: 4063.652344
	Iteration 47Q: 3 clusters Score -342600.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -342600.718750 Penalty: 4063.652344
	Iteration 48Q: 3 clusters Score -342600.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -342602.343750 Penalty: 4063.652344
	Iteration 49Q: 3 clusters Score -342602.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -342602.312500 Penalty: 4063.652344
	Iteration 50Q: 3 clusters Score -342602.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -342603.218750 Penalty: 4063.652344
	Iteration 51Q: 3 clusters Score -342603.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -342603.031250 Penalty: 4063.652344
	Iteration 52Q: 3 clusters Score -342603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -342603.031250 Penalty: 4063.652344
	Iteration 53F: 3 clusters Score -342603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Entering Unmasked Estep 
Score: -168144.468750 Penalty: 1835.202393
	Iteration 0F: 2 clusters Score -168144.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -165767.546875 Penalty: 3670.404785
	Iteration 0F: 3 clusters Score -165767.5 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -166182.468750 Penalty: 3670.404785
	Iteration 1F: 3 clusters Score -166182.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -166297.703125 Penalty: 3670.404785
	Iteration 2F: 3 clusters Score -166297.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -166361.406250 Penalty: 3670.404785
	Iteration 3Q: 3 clusters Score -166361.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -166395.718750 Penalty: 3670.404785
	Iteration 4Q: 3 clusters Score -166395.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -166429.328125 Penalty: 3670.404785
	Iteration 5Q: 3 clusters Score -166429.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -166449.171875 Penalty: 3670.404785
	Iteration 6Q: 3 clusters Score -166449.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -166466.687500 Penalty: 3670.404785
	Iteration 7Q: 3 clusters Score -166466.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -166478.734375 Penalty: 3670.404785
	Iteration 8Q: 3 clusters Score -166478.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -166485.750000 Penalty: 3670.404785
	Iteration 9Q: 3 clusters Score -166485.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -166492.437500 Penalty: 3670.404785
	Iteration 10Q: 3 clusters Score -166492.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -166499.078125 Penalty: 3670.404785
	Iteration 11Q: 3 clusters Score -166499.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -166503.140625 Penalty: 3670.404785
	Iteration 12Q: 3 clusters Score -166503.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -166506.015625 Penalty: 3670.404785
	Iteration 13Q: 3 clusters Score -166506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -166509.156250 Penalty: 3670.404785
	Iteration 14Q: 3 clusters Score -166509.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -166511.421875 Penalty: 3670.404785
	Iteration 15Q: 3 clusters Score -166511.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -166518.625000 Penalty: 3670.404785
	Iteration 16Q: 3 clusters Score -166518.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -166525.843750 Penalty: 3670.404785
	Iteration 17Q: 3 clusters Score -166525.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -166530.968750 Penalty: 3670.404785
	Iteration 18Q: 3 clusters Score -166531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -166533.843750 Penalty: 3670.404785
	Iteration 19Q: 3 clusters Score -166533.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -166537.437500 Penalty: 3670.404785
	Iteration 20F: 3 clusters Score -166537.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -166538.375000 Penalty: 3670.404785
	Iteration 21Q: 3 clusters Score -166538.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -166539.062500 Penalty: 3670.404785
	Iteration 22Q: 3 clusters Score -166539.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -166541.234375 Penalty: 3670.404785
	Iteration 23Q: 3 clusters Score -166541.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -166541.953125 Penalty: 3670.404785
	Iteration 24Q: 3 clusters Score -166542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -166542.734375 Penalty: 3670.404785
	Iteration 25Q: 3 clusters Score -166542.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -166542.906250 Penalty: 3670.404785
	Iteration 26Q: 3 clusters Score -166542.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -166542.906250 Penalty: 3670.404785
	Iteration 27F: 3 clusters Score -166542.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Entering Unmasked Estep 
Score: -208442.546875 Penalty: 1878.872192
	Iteration 0F: 2 clusters Score -208442.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -205850.468750 Penalty: 3757.744385
	Iteration 0F: 3 clusters Score -205850.5 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -206316.359375 Penalty: 3757.744385
	Iteration 1F: 3 clusters Score -206316.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -206459.375000 Penalty: 3757.744385
	Iteration 2F: 3 clusters Score -206459.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -206527.078125 Penalty: 3757.744385
	Iteration 3Q: 3 clusters Score -206527.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -206572.843750 Penalty: 3757.744385
	Iteration 4Q: 3 clusters Score -206572.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -206616.484375 Penalty: 3757.744385
	Iteration 5Q: 3 clusters Score -206616.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -206654.031250 Penalty: 3757.744385
	Iteration 6Q: 3 clusters Score -206654 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -206702.578125 Penalty: 3757.744385
	Iteration 7Q: 3 clusters Score -206702.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -206749.171875 Penalty: 3757.744385
	Iteration 8Q: 3 clusters Score -206749.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -206779.562500 Penalty: 3757.744385
	Iteration 9Q: 3 clusters Score -206779.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -206798.281250 Penalty: 3757.744385
	Iteration 10Q: 3 clusters Score -206798.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -206825.937500 Penalty: 3757.744385
	Iteration 11Q: 3 clusters Score -206825.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -206847.281250 Penalty: 3757.744385
	Iteration 12Q: 3 clusters Score -206847.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -206861.859375 Penalty: 3757.744385
	Iteration 13Q: 3 clusters Score -206861.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -206876.796875 Penalty: 3757.744385
	Iteration 14Q: 3 clusters Score -206876.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -206886.828125 Penalty: 3757.744385
	Iteration 15Q: 3 clusters Score -206886.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -206894.875000 Penalty: 3757.744385
	Iteration 16Q: 3 clusters Score -206894.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -206899.203125 Penalty: 3757.744385
	Iteration 17Q: 3 clusters Score -206899.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -206905.203125 Penalty: 3757.744385
	Iteration 18Q: 3 clusters Score -206905.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -206910.046875 Penalty: 3757.744385
	Iteration 19Q: 3 clusters Score -206910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -206917.328125 Penalty: 3757.744385
	Iteration 20F: 3 clusters Score -206917.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -206922.843750 Penalty: 3757.744385
	Iteration 21Q: 3 clusters Score -206922.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -206924.937500 Penalty: 3757.744385
	Iteration 22Q: 3 clusters Score -206924.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -206927.015625 Penalty: 3757.744385
	Iteration 23Q: 3 clusters Score -206927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -206927.968750 Penalty: 3757.744385
	Iteration 24Q: 3 clusters Score -206928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -206927.968750 Penalty: 3757.744385
	Iteration 25F: 3 clusters Score -206928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (33324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Entering Unmasked Estep 
Score: -3615273.750000 Penalty: 2582.680176
	Iteration 0F: 2 clusters Score -3615274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -3592573.500000 Penalty: 5165.360352
	Iteration 0F: 3 clusters Score -3592574 nChanged 15041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -3600607.250000 Penalty: 5165.360352
	Iteration 1F: 3 clusters Score -3600607 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -3600993.500000 Penalty: 5165.360352
	Iteration 2Q: 3 clusters Score -3600994 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -3601336.250000 Penalty: 5165.360352
	Iteration 3Q: 3 clusters Score -3601336 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -3601627.250000 Penalty: 5165.360352
	Iteration 4Q: 3 clusters Score -3601627 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -3601956.250000 Penalty: 5165.360352
	Iteration 5Q: 3 clusters Score -3601956 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -3602302.500000 Penalty: 5165.360352
	Iteration 6Q: 3 clusters Score -3602302 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -3602769.750000 Penalty: 5165.360352
	Iteration 7Q: 3 clusters Score -3602770 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -3603393.500000 Penalty: 5165.360352
	Iteration 8Q: 3 clusters Score -3603394 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -3604132.000000 Penalty: 5165.360352
	Iteration 9Q: 3 clusters Score -3604132 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -3605032.250000 Penalty: 5165.360352
	Iteration 10F: 3 clusters Score -3605032 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -3606018.750000 Penalty: 5165.360352
	Iteration 11F: 3 clusters Score -3606019 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -3607037.750000 Penalty: 5165.360352
	Iteration 12F: 3 clusters Score -3607038 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -3608019.000000 Penalty: 5165.360352
	Iteration 13Q: 3 clusters Score -3608019 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -3609000.000000 Penalty: 5165.360352
	Iteration 14Q: 3 clusters Score -3609000 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -3609874.500000 Penalty: 5165.360352
	Iteration 15Q: 3 clusters Score -3609874 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -3610571.500000 Penalty: 5165.360352
	Iteration 16Q: 3 clusters Score -3610572 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -3611060.500000 Penalty: 5165.360352
	Iteration 17Q: 3 clusters Score -3611060 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -3611331.750000 Penalty: 5165.360352
	Iteration 18Q: 3 clusters Score -3611332 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -3611601.750000 Penalty: 5165.360352
	Iteration 19Q: 3 clusters Score -3611602 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -3611843.250000 Penalty: 5165.360352
	Iteration 20F: 3 clusters Score -3611843 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -3612052.000000 Penalty: 5165.360352
	Iteration 21Q: 3 clusters Score -3612052 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -3612263.500000 Penalty: 5165.360352
	Iteration 22Q: 3 clusters Score -3612264 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -3612423.250000 Penalty: 5165.360352
	Iteration 23Q: 3 clusters Score -3612423 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -3612568.750000 Penalty: 5165.360352
	Iteration 24Q: 3 clusters Score -3612569 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26964 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -3612720.500000 Penalty: 5165.360352
	Iteration 25Q: 3 clusters Score -3612720 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -3612827.000000 Penalty: 5165.360352
	Iteration 26Q: 3 clusters Score -3612827 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -3612927.750000 Penalty: 5165.360352
	Iteration 27Q: 3 clusters Score -3612928 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -3612998.250000 Penalty: 5165.360352
	Iteration 28Q: 3 clusters Score -3612998 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -3613067.250000 Penalty: 5165.360352
	Iteration 29Q: 3 clusters Score -3613067 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -3613137.500000 Penalty: 5165.360352
	Iteration 30Q: 3 clusters Score -3613138 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -3613213.250000 Penalty: 5165.360352
	Iteration 31Q: 3 clusters Score -3613213 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -3613282.000000 Penalty: 5165.360352
	Iteration 32Q: 3 clusters Score -3613282 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -3613363.750000 Penalty: 5165.360352
	Iteration 33Q: 3 clusters Score -3613364 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -3613450.250000 Penalty: 5165.360352
	Iteration 34Q: 3 clusters Score -3613450 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -3613510.500000 Penalty: 5165.360352
	Iteration 35Q: 3 clusters Score -3613510 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -3613559.250000 Penalty: 5165.360352
	Iteration 36Q: 3 clusters Score -3613559 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -3613613.500000 Penalty: 5165.360352
	Iteration 37Q: 3 clusters Score -3613614 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -3613646.000000 Penalty: 5165.360352
	Iteration 38Q: 3 clusters Score -3613646 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -3613700.250000 Penalty: 5165.360352
	Iteration 39Q: 3 clusters Score -3613700 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -3613764.000000 Penalty: 5165.360352
	Iteration 40F: 3 clusters Score -3613764 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -3613794.000000 Penalty: 5165.360352
	Iteration 41Q: 3 clusters Score -3613794 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -3613829.750000 Penalty: 5165.360352
	Iteration 42Q: 3 clusters Score -3613830 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -3613859.250000 Penalty: 5165.360352
	Iteration 43Q: 3 clusters Score -3613859 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -3613884.750000 Penalty: 5165.360352
	Iteration 44Q: 3 clusters Score -3613885 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -3613898.750000 Penalty: 5165.360352
	Iteration 45Q: 3 clusters Score -3613899 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -3613906.750000 Penalty: 5165.360352
	Iteration 46Q: 3 clusters Score -3613907 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -3613918.250000 Penalty: 5165.360352
	Iteration 47Q: 3 clusters Score -3613918 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -3613917.750000 Penalty: 5165.360352
	Iteration 48Q: 3 clusters Score -3613918 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -3613923.250000 Penalty: 5165.360352
	Iteration 49Q: 3 clusters Score -3613923 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -3613932.250000 Penalty: 5165.360352
	Iteration 50Q: 3 clusters Score -3613932 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -3613938.250000 Penalty: 5165.360352
	Iteration 51Q: 3 clusters Score -3613938 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -3613933.500000 Penalty: 5165.360352
	Iteration 52Q: 3 clusters Score -3613934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -3613939.000000 Penalty: 5165.360352
	Iteration 53Q: 3 clusters Score -3613939 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -3613941.250000 Penalty: 5165.360352
	Iteration 54Q: 3 clusters Score -3613941 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -3613960.000000 Penalty: 5165.360352
	Iteration 55Q: 3 clusters Score -3613960 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -3613984.000000 Penalty: 5165.360352
	Iteration 56Q: 3 clusters Score -3613984 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -3613991.250000 Penalty: 5165.360352
	Iteration 57Q: 3 clusters Score -3613991 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -3614004.000000 Penalty: 5165.360352
	Iteration 58Q: 3 clusters Score -3614004 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -3614020.500000 Penalty: 5165.360352
	Iteration 59Q: 3 clusters Score -3614020 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -3614035.250000 Penalty: 5165.360352
	Iteration 60F: 3 clusters Score -3614035 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30542 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -3614054.500000 Penalty: 5165.360352
	Iteration 61Q: 3 clusters Score -3614054 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -3614076.000000 Penalty: 5165.360352
	Iteration 62Q: 3 clusters Score -3614076 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -3614094.500000 Penalty: 5165.360352
	Iteration 63Q: 3 clusters Score -3614094 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -3614118.500000 Penalty: 5165.360352
	Iteration 64Q: 3 clusters Score -3614118 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -3614146.750000 Penalty: 5165.360352
	Iteration 65Q: 3 clusters Score -3614147 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -3614174.250000 Penalty: 5165.360352
	Iteration 66Q: 3 clusters Score -3614174 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -3614191.000000 Penalty: 5165.360352
	Iteration 67Q: 3 clusters Score -3614191 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -3614205.000000 Penalty: 5165.360352
	Iteration 68Q: 3 clusters Score -3614205 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -3614226.750000 Penalty: 5165.360352
	Iteration 69Q: 3 clusters Score -3614227 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -3614243.500000 Penalty: 5165.360352
	Iteration 70Q: 3 clusters Score -3614244 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30981 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -3614245.500000 Penalty: 5165.360352
	Iteration 71Q: 3 clusters Score -3614246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30998 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -3614253.250000 Penalty: 5165.360352
	Iteration 72Q: 3 clusters Score -3614253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -3614251.000000 Penalty: 5165.360352
	Iteration 73Q: 3 clusters Score -3614251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -3614252.750000 Penalty: 5165.360352
	Iteration 74Q: 3 clusters Score -3614253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -3614251.000000 Penalty: 5165.360352
	Iteration 75Q: 3 clusters Score -3614251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31031 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -3614261.500000 Penalty: 5165.360352
	Iteration 76Q: 3 clusters Score -3614262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -3614258.000000 Penalty: 5165.360352
	Iteration 77Q: 3 clusters Score -3614258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -3614258.500000 Penalty: 5165.360352
	Iteration 78Q: 3 clusters Score -3614258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -3614259.250000 Penalty: 5165.360352
	Iteration 79Q: 3 clusters Score -3614259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3614254.500000 Penalty: 5165.360352
	Iteration 80F: 3 clusters Score -3614254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (7804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Entering Unmasked Estep 
Score: -848263.375000 Penalty: 2222.673096
	Iteration 0F: 2 clusters Score -848263.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -841944.562500 Penalty: 4445.346191
	Iteration 0F: 3 clusters Score -841944.6 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -843626.812500 Penalty: 4445.346191
	Iteration 1F: 3 clusters Score -843626.8 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -843906.937500 Penalty: 4445.346191
	Iteration 2F: 3 clusters Score -843906.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -844092.687500 Penalty: 4445.346191
	Iteration 3F: 3 clusters Score -844092.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -844217.750000 Penalty: 4445.346191
	Iteration 4Q: 3 clusters Score -844217.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -844334.187500 Penalty: 4445.346191
	Iteration 5Q: 3 clusters Score -844334.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -844420.812500 Penalty: 4445.346191
	Iteration 6Q: 3 clusters Score -844420.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -844498.125000 Penalty: 4445.346191
	Iteration 7Q: 3 clusters Score -844498.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -844583.437500 Penalty: 4445.346191
	Iteration 8Q: 3 clusters Score -844583.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -844650.937500 Penalty: 4445.346191
	Iteration 9Q: 3 clusters Score -844650.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -844716.562500 Penalty: 4445.346191
	Iteration 10Q: 3 clusters Score -844716.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -844768.750000 Penalty: 4445.346191
	Iteration 11Q: 3 clusters Score -844768.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -844820.250000 Penalty: 4445.346191
	Iteration 12Q: 3 clusters Score -844820.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -844878.625000 Penalty: 4445.346191
	Iteration 13Q: 3 clusters Score -844878.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -844949.250000 Penalty: 4445.346191
	Iteration 14Q: 3 clusters Score -844949.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -845031.000000 Penalty: 4445.346191
	Iteration 15Q: 3 clusters Score -845031 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -845110.437500 Penalty: 4445.346191
	Iteration 16Q: 3 clusters Score -845110.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -845190.125000 Penalty: 4445.346191
	Iteration 17Q: 3 clusters Score -845190.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -845282.750000 Penalty: 4445.346191
	Iteration 18Q: 3 clusters Score -845282.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -845383.687500 Penalty: 4445.346191
	Iteration 19Q: 3 clusters Score -845383.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -845475.312500 Penalty: 4445.346191
	Iteration 20F: 3 clusters Score -845475.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -845568.625000 Penalty: 4445.346191
	Iteration 21Q: 3 clusters Score -845568.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -845649.625000 Penalty: 4445.346191
	Iteration 22Q: 3 clusters Score -845649.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -845715.750000 Penalty: 4445.346191
	Iteration 23Q: 3 clusters Score -845715.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -845768.250000 Penalty: 4445.346191
	Iteration 24Q: 3 clusters Score -845768.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -845832.812500 Penalty: 4445.346191
	Iteration 25Q: 3 clusters Score -845832.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -845886.250000 Penalty: 4445.346191
	Iteration 26Q: 3 clusters Score -845886.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -845948.812500 Penalty: 4445.346191
	Iteration 27Q: 3 clusters Score -845948.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -846006.062500 Penalty: 4445.346191
	Iteration 28Q: 3 clusters Score -846006.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -846053.250000 Penalty: 4445.346191
	Iteration 29Q: 3 clusters Score -846053.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -846099.062500 Penalty: 4445.346191
	Iteration 30Q: 3 clusters Score -846099.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -846142.125000 Penalty: 4445.346191
	Iteration 31Q: 3 clusters Score -846142.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -846183.187500 Penalty: 4445.346191
	Iteration 32Q: 3 clusters Score -846183.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -846219.500000 Penalty: 4445.346191
	Iteration 33Q: 3 clusters Score -846219.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -846247.687500 Penalty: 4445.346191
	Iteration 34Q: 3 clusters Score -846247.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -846271.812500 Penalty: 4445.346191
	Iteration 35Q: 3 clusters Score -846271.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -846294.875000 Penalty: 4445.346191
	Iteration 36Q: 3 clusters Score -846294.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -846316.500000 Penalty: 4445.346191
	Iteration 37Q: 3 clusters Score -846316.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -846335.187500 Penalty: 4445.346191
	Iteration 38Q: 3 clusters Score -846335.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -846350.875000 Penalty: 4445.346191
	Iteration 39Q: 3 clusters Score -846350.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -846360.312500 Penalty: 4445.346191
	Iteration 40F: 3 clusters Score -846360.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -846367.500000 Penalty: 4445.346191
	Iteration 41Q: 3 clusters Score -846367.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -846372.437500 Penalty: 4445.346191
	Iteration 42Q: 3 clusters Score -846372.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -846373.125000 Penalty: 4445.346191
	Iteration 43Q: 3 clusters Score -846373.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -846373.062500 Penalty: 4445.346191
	Iteration 44Q: 3 clusters Score -846373.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -846373.062500 Penalty: 4445.346191
	Iteration 45F: 3 clusters Score -846373.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156958 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11874 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24818 members 
Mstep: Class 6 contains 72589 members 
Mstep: Class 7 contains 12099 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182207 members 
Mstep: Class 10 contains 12716 members 
Mstep: Class 11 contains 59987 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43850 members 
Mstep: Class 15 contains 12209 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25167 members 
Mstep: Class 18 contains 103942 members 
Mstep: Class 19 contains 3021 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 38778 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9015 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14293 members 
Mstep: Class 29 contains 22777 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13453 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67900 members 
Mstep: Class 34 contains 26188 members 
Mstep: Class 35 contains 15215 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18913 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14142 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18816 members 
Mstep: Class 48 contains 3615 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33324 members 
Mstep: Class 52 contains 7804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181888.000000 Penalty: 179445.484375
Iteration 359Q: 53 clusters Score -1.151819e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156954 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11874 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24821 members 
Mstep: Class 6 contains 72589 members 
Mstep: Class 7 contains 12105 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182213 members 
Mstep: Class 10 contains 12716 members 
Mstep: Class 11 contains 59983 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43844 members 
Mstep: Class 15 contains 12210 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25167 members 
Mstep: Class 18 contains 103944 members 
Mstep: Class 19 contains 3019 members 
Mstep: Class 20 contains 5603 members 
Mstep: Class 21 contains 38773 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9015 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14293 members 
Mstep: Class 29 contains 22779 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13453 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67900 members 
Mstep: Class 34 contains 26188 members 
Mstep: Class 35 contains 15215 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18914 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14142 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18815 members 
Mstep: Class 48 contains 3615 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33324 members 
Mstep: Class 52 contains 7804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181928.000000 Penalty: 179445.484375
Iteration 360F: 53 clusters Score -1.151819e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156950 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11874 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24823 members 
Mstep: Class 6 contains 72589 members 
Mstep: Class 7 contains 12107 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182216 members 
Mstep: Class 10 contains 12716 members 
Mstep: Class 11 contains 59984 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43841 members 
Mstep: Class 15 contains 12210 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25167 members 
Mstep: Class 18 contains 103945 members 
Mstep: Class 19 contains 3019 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38769 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9015 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14293 members 
Mstep: Class 29 contains 22778 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13454 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67902 members 
Mstep: Class 34 contains 26188 members 
Mstep: Class 35 contains 15215 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18914 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14142 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18814 members 
Mstep: Class 48 contains 3615 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33324 members 
Mstep: Class 52 contains 7804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181912.000000 Penalty: 179445.484375
Iteration 361Q: 53 clusters Score -1.151819e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156952 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11874 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24823 members 
Mstep: Class 6 contains 72589 members 
Mstep: Class 7 contains 12110 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182213 members 
Mstep: Class 10 contains 12717 members 
Mstep: Class 11 contains 59984 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43845 members 
Mstep: Class 15 contains 12210 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25166 members 
Mstep: Class 18 contains 103945 members 
Mstep: Class 19 contains 3019 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38765 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9015 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14293 members 
Mstep: Class 29 contains 22775 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13455 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67904 members 
Mstep: Class 34 contains 26188 members 
Mstep: Class 35 contains 15215 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18914 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14142 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18812 members 
Mstep: Class 48 contains 3615 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33324 members 
Mstep: Class 52 contains 7804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181872.000000 Penalty: 179445.484375
Iteration 362Q: 53 clusters Score -1.151819e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156951 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11874 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24824 members 
Mstep: Class 6 contains 72589 members 
Mstep: Class 7 contains 12114 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182212 members 
Mstep: Class 10 contains 12717 members 
Mstep: Class 11 contains 59984 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43844 members 
Mstep: Class 15 contains 12210 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25167 members 
Mstep: Class 18 contains 103946 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38761 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9015 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14293 members 
Mstep: Class 29 contains 22775 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13456 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67906 members 
Mstep: Class 34 contains 26187 members 
Mstep: Class 35 contains 15215 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18913 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14142 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18811 members 
Mstep: Class 48 contains 3615 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33325 members 
Mstep: Class 52 contains 7804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182040.000000 Penalty: 179445.484375
Iteration 363Q: 53 clusters Score -1.15182e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156950 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11874 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24822 members 
Mstep: Class 6 contains 72589 members 
Mstep: Class 7 contains 12120 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182213 members 
Mstep: Class 10 contains 12717 members 
Mstep: Class 11 contains 59990 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43838 members 
Mstep: Class 15 contains 12210 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25169 members 
Mstep: Class 18 contains 103950 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38753 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9015 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14293 members 
Mstep: Class 29 contains 22775 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13456 members 
Mstep: Class 32 contains 8061 members 
Mstep: Class 33 contains 67905 members 
Mstep: Class 34 contains 26187 members 
Mstep: Class 35 contains 15216 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18914 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14142 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18809 members 
Mstep: Class 48 contains 3615 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33325 members 
Mstep: Class 52 contains 7803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181992.000000 Penalty: 179445.484375
Iteration 364Q: 53 clusters Score -1.15182e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156949 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11874 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24823 members 
Mstep: Class 6 contains 72588 members 
Mstep: Class 7 contains 12124 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182211 members 
Mstep: Class 10 contains 12718 members 
Mstep: Class 11 contains 59998 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43830 members 
Mstep: Class 15 contains 12210 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25169 members 
Mstep: Class 18 contains 103956 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38746 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9015 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14293 members 
Mstep: Class 29 contains 22775 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13456 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67907 members 
Mstep: Class 34 contains 26186 members 
Mstep: Class 35 contains 15216 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18915 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14142 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18808 members 
Mstep: Class 48 contains 3615 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33325 members 
Mstep: Class 52 contains 7802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182080.000000 Penalty: 179445.484375
Iteration 365Q: 53 clusters Score -1.151821e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156950 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11873 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24822 members 
Mstep: Class 6 contains 72588 members 
Mstep: Class 7 contains 12127 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182211 members 
Mstep: Class 10 contains 12719 members 
Mstep: Class 11 contains 60005 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43818 members 
Mstep: Class 15 contains 12209 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25169 members 
Mstep: Class 18 contains 103962 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38741 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9016 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14293 members 
Mstep: Class 29 contains 22774 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13459 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67907 members 
Mstep: Class 34 contains 26186 members 
Mstep: Class 35 contains 15214 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18916 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14142 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18808 members 
Mstep: Class 48 contains 3615 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33325 members 
Mstep: Class 52 contains 7802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182064.000000 Penalty: 179445.484375
Iteration 366Q: 53 clusters Score -1.151821e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156956 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11873 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24824 members 
Mstep: Class 6 contains 72587 members 
Mstep: Class 7 contains 12127 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182205 members 
Mstep: Class 10 contains 12719 members 
Mstep: Class 11 contains 60012 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43811 members 
Mstep: Class 15 contains 12208 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25169 members 
Mstep: Class 18 contains 103969 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38732 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9017 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14293 members 
Mstep: Class 29 contains 22774 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13459 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67907 members 
Mstep: Class 34 contains 26186 members 
Mstep: Class 35 contains 15215 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18917 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14142 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18808 members 
Mstep: Class 48 contains 3615 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33325 members 
Mstep: Class 52 contains 7801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182000.000000 Penalty: 179445.484375
Iteration 367Q: 53 clusters Score -1.15182e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156952 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11873 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24822 members 
Mstep: Class 6 contains 72586 members 
Mstep: Class 7 contains 12129 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182210 members 
Mstep: Class 10 contains 12719 members 
Mstep: Class 11 contains 60016 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43804 members 
Mstep: Class 15 contains 12208 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25168 members 
Mstep: Class 18 contains 103973 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38728 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9019 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14293 members 
Mstep: Class 29 contains 22774 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13460 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67907 members 
Mstep: Class 34 contains 26186 members 
Mstep: Class 35 contains 15216 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18919 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14142 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18808 members 
Mstep: Class 48 contains 3615 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33325 members 
Mstep: Class 52 contains 7799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182104.000000 Penalty: 179445.484375
Iteration 368Q: 53 clusters Score -1.151821e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156954 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11873 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24822 members 
Mstep: Class 6 contains 72586 members 
Mstep: Class 7 contains 12131 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182208 members 
Mstep: Class 10 contains 12719 members 
Mstep: Class 11 contains 60016 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43803 members 
Mstep: Class 15 contains 12208 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25168 members 
Mstep: Class 18 contains 103979 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38721 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9019 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14293 members 
Mstep: Class 29 contains 22774 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13460 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67908 members 
Mstep: Class 34 contains 26186 members 
Mstep: Class 35 contains 15216 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18919 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14142 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5774 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18808 members 
Mstep: Class 48 contains 3615 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33325 members 
Mstep: Class 52 contains 7798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182104.000000 Penalty: 179445.484375
Iteration 369Q: 53 clusters Score -1.151821e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156952 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11873 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24822 members 
Mstep: Class 6 contains 72586 members 
Mstep: Class 7 contains 12133 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182213 members 
Mstep: Class 10 contains 12719 members 
Mstep: Class 11 contains 60012 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43805 members 
Mstep: Class 15 contains 12208 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25168 members 
Mstep: Class 18 contains 103984 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38714 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9019 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14293 members 
Mstep: Class 29 contains 22774 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13460 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67908 members 
Mstep: Class 34 contains 26186 members 
Mstep: Class 35 contains 15216 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18921 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14142 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5773 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18807 members 
Mstep: Class 48 contains 3615 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33325 members 
Mstep: Class 52 contains 7797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182072.000000 Penalty: 179445.484375
Iteration 370Q: 53 clusters Score -1.151821e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156952 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11873 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24822 members 
Mstep: Class 6 contains 72586 members 
Mstep: Class 7 contains 12137 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182213 members 
Mstep: Class 10 contains 12719 members 
Mstep: Class 11 contains 60015 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43801 members 
Mstep: Class 15 contains 12208 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25168 members 
Mstep: Class 18 contains 103989 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38706 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9019 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14293 members 
Mstep: Class 29 contains 22774 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13460 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67909 members 
Mstep: Class 34 contains 26186 members 
Mstep: Class 35 contains 15216 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18922 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14143 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5771 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18807 members 
Mstep: Class 48 contains 3615 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33325 members 
Mstep: Class 52 contains 7796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182120.000000 Penalty: 179445.484375
Iteration 371Q: 53 clusters Score -1.151821e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156950 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11873 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24822 members 
Mstep: Class 6 contains 72586 members 
Mstep: Class 7 contains 12136 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182218 members 
Mstep: Class 10 contains 12719 members 
Mstep: Class 11 contains 60015 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43800 members 
Mstep: Class 15 contains 12208 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25167 members 
Mstep: Class 18 contains 103996 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38702 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9019 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14291 members 
Mstep: Class 29 contains 22774 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13460 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67908 members 
Mstep: Class 34 contains 26186 members 
Mstep: Class 35 contains 15214 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18925 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14144 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5770 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18807 members 
Mstep: Class 48 contains 3615 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33325 members 
Mstep: Class 52 contains 7795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182064.000000 Penalty: 179445.484375
Iteration 372Q: 53 clusters Score -1.151821e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156949 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11873 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24822 members 
Mstep: Class 6 contains 72587 members 
Mstep: Class 7 contains 12136 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182215 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60018 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43800 members 
Mstep: Class 15 contains 12208 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25166 members 
Mstep: Class 18 contains 104001 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38696 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9019 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14290 members 
Mstep: Class 29 contains 22774 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13460 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67909 members 
Mstep: Class 34 contains 26186 members 
Mstep: Class 35 contains 15214 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18925 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14147 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5770 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18806 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33325 members 
Mstep: Class 52 contains 7793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182080.000000 Penalty: 179445.484375
Iteration 373Q: 53 clusters Score -1.151821e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156948 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11871 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24822 members 
Mstep: Class 6 contains 72588 members 
Mstep: Class 7 contains 12136 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182215 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60020 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43799 members 
Mstep: Class 15 contains 12208 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25165 members 
Mstep: Class 18 contains 104007 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38688 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9019 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14290 members 
Mstep: Class 29 contains 22774 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13460 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67911 members 
Mstep: Class 34 contains 26186 members 
Mstep: Class 35 contains 15213 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18926 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14150 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5771 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18806 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33325 members 
Mstep: Class 52 contains 7791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182056.000000 Penalty: 179445.484375
Iteration 374Q: 53 clusters Score -1.151821e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156947 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11869 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24822 members 
Mstep: Class 6 contains 72588 members 
Mstep: Class 7 contains 12138 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182216 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60023 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43797 members 
Mstep: Class 15 contains 12208 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25165 members 
Mstep: Class 18 contains 104017 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38675 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9019 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14288 members 
Mstep: Class 29 contains 22774 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13460 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67912 members 
Mstep: Class 34 contains 26187 members 
Mstep: Class 35 contains 15213 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18927 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14151 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5771 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18806 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33325 members 
Mstep: Class 52 contains 7791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182056.000000 Penalty: 179445.484375
Iteration 375Q: 53 clusters Score -1.151821e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156947 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11869 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24822 members 
Mstep: Class 6 contains 72588 members 
Mstep: Class 7 contains 12139 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182215 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60024 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43796 members 
Mstep: Class 15 contains 12208 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25164 members 
Mstep: Class 18 contains 104022 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38670 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9019 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14287 members 
Mstep: Class 29 contains 22773 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13460 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67914 members 
Mstep: Class 34 contains 26187 members 
Mstep: Class 35 contains 15212 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18928 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14152 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5771 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18806 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33325 members 
Mstep: Class 52 contains 7791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182056.000000 Penalty: 179445.484375
Iteration 376Q: 53 clusters Score -1.151821e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156947 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11869 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24821 members 
Mstep: Class 6 contains 72588 members 
Mstep: Class 7 contains 12141 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182217 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60026 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43791 members 
Mstep: Class 15 contains 12208 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25164 members 
Mstep: Class 18 contains 104034 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38657 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9019 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14287 members 
Mstep: Class 29 contains 22773 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13459 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67915 members 
Mstep: Class 34 contains 26187 members 
Mstep: Class 35 contains 15212 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18928 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14152 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5771 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18807 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33325 members 
Mstep: Class 52 contains 7791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182136.000000 Penalty: 179445.484375
Iteration 377Q: 53 clusters Score -1.151821e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156939 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11869 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24820 members 
Mstep: Class 6 contains 72589 members 
Mstep: Class 7 contains 12143 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182220 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60028 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43791 members 
Mstep: Class 15 contains 12208 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25164 members 
Mstep: Class 18 contains 104039 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38647 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9019 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14287 members 
Mstep: Class 29 contains 22773 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13460 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67919 members 
Mstep: Class 34 contains 26187 members 
Mstep: Class 35 contains 15213 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18928 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14152 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5771 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18807 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33325 members 
Mstep: Class 52 contains 7791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182160.000000 Penalty: 179445.484375
Iteration 378Q: 53 clusters Score -1.151822e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156938 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11869 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24816 members 
Mstep: Class 6 contains 72590 members 
Mstep: Class 7 contains 12145 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182220 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60030 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43791 members 
Mstep: Class 15 contains 12208 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25164 members 
Mstep: Class 18 contains 104044 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38640 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9019 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14287 members 
Mstep: Class 29 contains 22773 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13460 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67919 members 
Mstep: Class 34 contains 26188 members 
Mstep: Class 35 contains 15214 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18928 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14152 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5771 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18807 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33325 members 
Mstep: Class 52 contains 7791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182144.000000 Penalty: 179445.484375
Iteration 379Q: 53 clusters Score -1.151821e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156936 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11869 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24814 members 
Mstep: Class 6 contains 72590 members 
Mstep: Class 7 contains 12147 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182222 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60035 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43789 members 
Mstep: Class 15 contains 12208 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25164 members 
Mstep: Class 18 contains 104044 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38640 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9019 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14286 members 
Mstep: Class 29 contains 22773 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13460 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67918 members 
Mstep: Class 34 contains 26188 members 
Mstep: Class 35 contains 15214 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18928 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14152 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5771 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18806 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33325 members 
Mstep: Class 52 contains 7791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182112.000000 Penalty: 179445.484375
Iteration 380F: 53 clusters Score -1.151821e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156936 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11869 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24814 members 
Mstep: Class 6 contains 72590 members 
Mstep: Class 7 contains 12147 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182220 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60037 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43790 members 
Mstep: Class 15 contains 12208 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25164 members 
Mstep: Class 18 contains 104044 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38639 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9019 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14285 members 
Mstep: Class 29 contains 22771 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13460 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67919 members 
Mstep: Class 34 contains 26188 members 
Mstep: Class 35 contains 15214 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18929 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14153 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5771 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18806 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33325 members 
Mstep: Class 52 contains 7791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182128.000000 Penalty: 179445.484375
Iteration 381Q: 53 clusters Score -1.151821e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156938 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11869 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24815 members 
Mstep: Class 6 contains 72590 members 
Mstep: Class 7 contains 12147 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182220 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60037 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43789 members 
Mstep: Class 15 contains 12208 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25164 members 
Mstep: Class 18 contains 104044 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38638 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9019 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14285 members 
Mstep: Class 29 contains 22769 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13460 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67921 members 
Mstep: Class 34 contains 26188 members 
Mstep: Class 35 contains 15214 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18929 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14153 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5771 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18806 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33325 members 
Mstep: Class 52 contains 7790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182120.000000 Penalty: 179445.484375
Iteration 382Q: 53 clusters Score -1.151821e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156941 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11869 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24816 members 
Mstep: Class 6 contains 72590 members 
Mstep: Class 7 contains 12147 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182216 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60040 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43787 members 
Mstep: Class 15 contains 12208 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25164 members 
Mstep: Class 18 contains 104044 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38638 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9019 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14285 members 
Mstep: Class 29 contains 22768 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13460 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67920 members 
Mstep: Class 34 contains 26188 members 
Mstep: Class 35 contains 15214 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18931 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14153 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18806 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33325 members 
Mstep: Class 52 contains 7788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182088.000000 Penalty: 179445.484375
Iteration 383Q: 53 clusters Score -1.151821e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156944 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11868 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24815 members 
Mstep: Class 6 contains 72590 members 
Mstep: Class 7 contains 12147 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182215 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60043 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43780 members 
Mstep: Class 15 contains 12208 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25164 members 
Mstep: Class 18 contains 104044 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38638 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9019 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14285 members 
Mstep: Class 29 contains 22768 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13460 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67923 members 
Mstep: Class 34 contains 26188 members 
Mstep: Class 35 contains 15214 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18932 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14153 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18806 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33325 members 
Mstep: Class 52 contains 7788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182096.000000 Penalty: 179445.484375
Iteration 384Q: 53 clusters Score -1.151821e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156939 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11867 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24813 members 
Mstep: Class 6 contains 72590 members 
Mstep: Class 7 contains 12147 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182217 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60047 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43779 members 
Mstep: Class 15 contains 12208 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25163 members 
Mstep: Class 18 contains 104044 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38639 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9019 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14285 members 
Mstep: Class 29 contains 22768 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13460 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67925 members 
Mstep: Class 34 contains 26188 members 
Mstep: Class 35 contains 15215 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18933 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14153 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18806 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33325 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182024.000000 Penalty: 179445.484375
Iteration 385Q: 53 clusters Score -1.15182e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156938 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11867 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24812 members 
Mstep: Class 6 contains 72590 members 
Mstep: Class 7 contains 12147 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182219 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60046 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43778 members 
Mstep: Class 15 contains 12208 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25163 members 
Mstep: Class 18 contains 104044 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38640 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9019 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14285 members 
Mstep: Class 29 contains 22768 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13460 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67926 members 
Mstep: Class 34 contains 26188 members 
Mstep: Class 35 contains 15215 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18933 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14153 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18806 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33325 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181968.000000 Penalty: 179445.484375
Iteration 386Q: 53 clusters Score -1.15182e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156939 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11867 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24812 members 
Mstep: Class 6 contains 72590 members 
Mstep: Class 7 contains 12147 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182219 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60049 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43775 members 
Mstep: Class 15 contains 12208 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25163 members 
Mstep: Class 18 contains 104045 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38638 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9019 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14285 members 
Mstep: Class 29 contains 22768 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13460 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67925 members 
Mstep: Class 34 contains 26188 members 
Mstep: Class 35 contains 15216 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18933 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14153 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18806 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33325 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181992.000000 Penalty: 179445.484375
Iteration 387Q: 53 clusters Score -1.15182e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156937 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11867 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24812 members 
Mstep: Class 6 contains 72590 members 
Mstep: Class 7 contains 12147 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182215 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60061 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43772 members 
Mstep: Class 15 contains 12208 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25163 members 
Mstep: Class 18 contains 104045 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38637 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9019 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14285 members 
Mstep: Class 29 contains 22767 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13460 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67926 members 
Mstep: Class 34 contains 26188 members 
Mstep: Class 35 contains 15215 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18932 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14153 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18806 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33325 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181968.000000 Penalty: 179445.484375
Iteration 388Q: 53 clusters Score -1.15182e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156944 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11867 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24812 members 
Mstep: Class 6 contains 72590 members 
Mstep: Class 7 contains 12148 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182213 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60061 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43769 members 
Mstep: Class 15 contains 12208 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25163 members 
Mstep: Class 18 contains 104047 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38634 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9019 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14285 members 
Mstep: Class 29 contains 22768 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13460 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67924 members 
Mstep: Class 34 contains 26188 members 
Mstep: Class 35 contains 15214 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18932 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14153 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18806 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33325 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181992.000000 Penalty: 179445.484375
Iteration 389Q: 53 clusters Score -1.15182e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156946 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11867 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24812 members 
Mstep: Class 6 contains 72590 members 
Mstep: Class 7 contains 12149 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182213 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60060 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43768 members 
Mstep: Class 15 contains 12208 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25163 members 
Mstep: Class 18 contains 104049 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38632 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9019 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14285 members 
Mstep: Class 29 contains 22769 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13460 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67923 members 
Mstep: Class 34 contains 26188 members 
Mstep: Class 35 contains 15213 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18932 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14153 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18807 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33324 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181984.000000 Penalty: 179445.484375
Iteration 390Q: 53 clusters Score -1.15182e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156942 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11867 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24811 members 
Mstep: Class 6 contains 72590 members 
Mstep: Class 7 contains 12150 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182214 members 
Mstep: Class 10 contains 12719 members 
Mstep: Class 11 contains 60062 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43768 members 
Mstep: Class 15 contains 12208 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25163 members 
Mstep: Class 18 contains 104050 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38630 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9019 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14285 members 
Mstep: Class 29 contains 22770 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13460 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67924 members 
Mstep: Class 34 contains 26188 members 
Mstep: Class 35 contains 15213 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18932 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14153 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18807 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33325 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181968.000000 Penalty: 179445.484375
Iteration 391Q: 53 clusters Score -1.15182e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156941 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11867 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24811 members 
Mstep: Class 6 contains 72590 members 
Mstep: Class 7 contains 12151 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182217 members 
Mstep: Class 10 contains 12719 members 
Mstep: Class 11 contains 60061 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43767 members 
Mstep: Class 15 contains 12208 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25163 members 
Mstep: Class 18 contains 104053 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38626 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9019 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14285 members 
Mstep: Class 29 contains 22769 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13460 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67924 members 
Mstep: Class 34 contains 26188 members 
Mstep: Class 35 contains 15213 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18932 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14153 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18807 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33326 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181992.000000 Penalty: 179445.484375
Iteration 392Q: 53 clusters Score -1.15182e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156938 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11867 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24812 members 
Mstep: Class 6 contains 72590 members 
Mstep: Class 7 contains 12152 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182214 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60067 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43762 members 
Mstep: Class 15 contains 12208 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25164 members 
Mstep: Class 18 contains 104057 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38620 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9019 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14285 members 
Mstep: Class 29 contains 22767 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13461 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67927 members 
Mstep: Class 34 contains 26188 members 
Mstep: Class 35 contains 15214 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18932 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14153 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18807 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33326 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181984.000000 Penalty: 179445.484375
Iteration 393Q: 53 clusters Score -1.15182e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156937 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11867 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24812 members 
Mstep: Class 6 contains 72590 members 
Mstep: Class 7 contains 12152 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182216 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60066 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43758 members 
Mstep: Class 15 contains 12208 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25163 members 
Mstep: Class 18 contains 104058 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38618 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9019 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14285 members 
Mstep: Class 29 contains 22768 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13461 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67929 members 
Mstep: Class 34 contains 26188 members 
Mstep: Class 35 contains 15216 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18932 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14154 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18807 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33326 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182064.000000 Penalty: 179445.484375
Iteration 394Q: 53 clusters Score -1.151821e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156936 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11867 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24810 members 
Mstep: Class 6 contains 72590 members 
Mstep: Class 7 contains 12156 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182216 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60070 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43753 members 
Mstep: Class 15 contains 12208 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25162 members 
Mstep: Class 18 contains 104060 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38615 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9019 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14284 members 
Mstep: Class 29 contains 22768 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13461 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67929 members 
Mstep: Class 34 contains 26188 members 
Mstep: Class 35 contains 15219 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18932 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14154 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18807 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33326 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182024.000000 Penalty: 179445.484375
Iteration 395Q: 53 clusters Score -1.15182e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156942 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11867 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24811 members 
Mstep: Class 6 contains 72590 members 
Mstep: Class 7 contains 12160 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182212 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60073 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43750 members 
Mstep: Class 15 contains 12208 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25162 members 
Mstep: Class 18 contains 104063 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38608 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9019 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14284 members 
Mstep: Class 29 contains 22766 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13463 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67927 members 
Mstep: Class 34 contains 26189 members 
Mstep: Class 35 contains 15217 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18932 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14154 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18807 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33326 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181960.000000 Penalty: 179445.484375
Iteration 396Q: 53 clusters Score -1.15182e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156946 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11867 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24812 members 
Mstep: Class 6 contains 72590 members 
Mstep: Class 7 contains 12165 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182210 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60074 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43747 members 
Mstep: Class 15 contains 12207 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25162 members 
Mstep: Class 18 contains 104065 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38604 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9019 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14284 members 
Mstep: Class 29 contains 22765 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13463 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67928 members 
Mstep: Class 34 contains 26189 members 
Mstep: Class 35 contains 15215 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18932 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14154 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18806 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33326 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181968.000000 Penalty: 179445.484375
Iteration 397Q: 53 clusters Score -1.15182e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156946 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11867 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24813 members 
Mstep: Class 6 contains 72591 members 
Mstep: Class 7 contains 12171 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182209 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60071 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43749 members 
Mstep: Class 15 contains 12206 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25162 members 
Mstep: Class 18 contains 104068 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38596 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9020 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14284 members 
Mstep: Class 29 contains 22765 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13463 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67926 members 
Mstep: Class 34 contains 26189 members 
Mstep: Class 35 contains 15215 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18932 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14154 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18807 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33326 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181952.000000 Penalty: 179445.484375
Iteration 398Q: 53 clusters Score -1.15182e+08 nChanged 11
Entering ConstructFrom: 
Score: -115181952.000000 Penalty: 179445.484375
Entering ConstructFrom: 
Trying to split cluster 1 (156947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156947 members 
Entering Unmasked Estep 
Score: -17260712.000000 Penalty: 2966.988525
	Iteration 0F: 2 clusters Score -1.726071e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78677 members 
Mstep: Class 2 contains 78270 members 
Entering Unmasked Estep 
Score: -17156052.000000 Penalty: 5933.977051
	Iteration 0F: 3 clusters Score -1.715605e+07 nChanged 75069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81658 members 
Mstep: Class 2 contains 75289 members 
Entering Unmasked Estep 
Score: -17199534.000000 Penalty: 5933.977051
	Iteration 1F: 3 clusters Score -1.719953e+07 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83698 members 
Mstep: Class 2 contains 73249 members 
Entering Unmasked Estep 
Score: -17200688.000000 Penalty: 5933.977051
	Iteration 2Q: 3 clusters Score -1.720069e+07 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86873 members 
Mstep: Class 2 contains 70074 members 
Entering Unmasked Estep 
Score: -17202132.000000 Penalty: 5933.977051
	Iteration 3Q: 3 clusters Score -1.720213e+07 nChanged 6320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91623 members 
Mstep: Class 2 contains 65324 members 
Entering Unmasked Estep 
Score: -17204452.000000 Penalty: 5933.977051
	Iteration 4Q: 3 clusters Score -1.720445e+07 nChanged 7938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98603 members 
Mstep: Class 2 contains 58344 members 
Entering Unmasked Estep 
Score: -17208228.000000 Penalty: 5933.977051
	Iteration 5F: 3 clusters Score -1.720823e+07 nChanged 10032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108087 members 
Mstep: Class 2 contains 48860 members 
Entering Unmasked Estep 
Score: -17214180.000000 Penalty: 5933.977051
	Iteration 6F: 3 clusters Score -1.721418e+07 nChanged 11976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119903 members 
Mstep: Class 2 contains 37044 members 
Entering Unmasked Estep 
Score: -17223272.000000 Penalty: 5933.977051
	Iteration 7F: 3 clusters Score -1.722327e+07 nChanged 13076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132937 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -17235034.000000 Penalty: 5933.977051
	Iteration 8F: 3 clusters Score -1.723503e+07 nChanged 11417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144346 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -17246082.000000 Penalty: 5933.977051
	Iteration 9F: 3 clusters Score -1.724608e+07 nChanged 7356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151702 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -17253222.000000 Penalty: 5933.977051
	Iteration 10Q: 3 clusters Score -1.725322e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155004 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -17256396.000000 Penalty: 5933.977051
	Iteration 11Q: 3 clusters Score -1.72564e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156102 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -17257420.000000 Penalty: 5933.977051
	Iteration 12Q: 3 clusters Score -1.725742e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156428 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -17257786.000000 Penalty: 5933.977051
	Iteration 13Q: 3 clusters Score -1.725779e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156532 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -17257902.000000 Penalty: 5933.977051
	Iteration 14Q: 3 clusters Score -1.72579e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156581 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -17257978.000000 Penalty: 5933.977051
	Iteration 15Q: 3 clusters Score -1.725798e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156605 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -17258024.000000 Penalty: 5933.977051
	Iteration 16Q: 3 clusters Score -1.725802e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156623 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -17258062.000000 Penalty: 5933.977051
	Iteration 17Q: 3 clusters Score -1.725806e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156636 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -17258086.000000 Penalty: 5933.977051
	Iteration 18Q: 3 clusters Score -1.725809e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156646 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -17258094.000000 Penalty: 5933.977051
	Iteration 19Q: 3 clusters Score -1.725809e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156651 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -17258122.000000 Penalty: 5933.977051
	Iteration 20F: 3 clusters Score -1.725812e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156657 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -17258140.000000 Penalty: 5933.977051
	Iteration 21Q: 3 clusters Score -1.725814e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156662 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -17258162.000000 Penalty: 5933.977051
	Iteration 22Q: 3 clusters Score -1.725816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156665 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -17258158.000000 Penalty: 5933.977051
	Iteration 23Q: 3 clusters Score -1.725816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156666 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -17258160.000000 Penalty: 5933.977051
	Iteration 24Q: 3 clusters Score -1.725816e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156666 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -17258160.000000 Penalty: 5933.977051
	Iteration 25F: 3 clusters Score -1.725816e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Entering Unmasked Estep 
Score: -259618.015625 Penalty: 1984.751221
	Iteration 0F: 2 clusters Score -259618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -256407.281250 Penalty: 3969.502441
	Iteration 0F: 3 clusters Score -256407.3 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -257090.515625 Penalty: 3969.502441
	Iteration 1F: 3 clusters Score -257090.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -257346.093750 Penalty: 3969.502441
	Iteration 2F: 3 clusters Score -257346.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -257604.406250 Penalty: 3969.502441
	Iteration 3F: 3 clusters Score -257604.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -257873.515625 Penalty: 3969.502441
	Iteration 4F: 3 clusters Score -257873.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -258070.171875 Penalty: 3969.502441
	Iteration 5F: 3 clusters Score -258070.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -258208.843750 Penalty: 3969.502441
	Iteration 6Q: 3 clusters Score -258208.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -258299.062500 Penalty: 3969.502441
	Iteration 7Q: 3 clusters Score -258299.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -258376.812500 Penalty: 3969.502441
	Iteration 8Q: 3 clusters Score -258376.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -258437.343750 Penalty: 3969.502441
	Iteration 9Q: 3 clusters Score -258437.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -258494.562500 Penalty: 3969.502441
	Iteration 10Q: 3 clusters Score -258494.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -258523.859375 Penalty: 3969.502441
	Iteration 11Q: 3 clusters Score -258523.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -258553.609375 Penalty: 3969.502441
	Iteration 12Q: 3 clusters Score -258553.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -258584.656250 Penalty: 3969.502441
	Iteration 13Q: 3 clusters Score -258584.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -258608.812500 Penalty: 3969.502441
	Iteration 14Q: 3 clusters Score -258608.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -258627.562500 Penalty: 3969.502441
	Iteration 15Q: 3 clusters Score -258627.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -258643.781250 Penalty: 3969.502441
	Iteration 16Q: 3 clusters Score -258643.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -258651.359375 Penalty: 3969.502441
	Iteration 17Q: 3 clusters Score -258651.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -258664.765625 Penalty: 3969.502441
	Iteration 18Q: 3 clusters Score -258664.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -258679.375000 Penalty: 3969.502441
	Iteration 19Q: 3 clusters Score -258679.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -258690.343750 Penalty: 3969.502441
	Iteration 20F: 3 clusters Score -258690.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -258700.968750 Penalty: 3969.502441
	Iteration 21Q: 3 clusters Score -258701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -258706.625000 Penalty: 3969.502441
	Iteration 22Q: 3 clusters Score -258706.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -258711.765625 Penalty: 3969.502441
	Iteration 23Q: 3 clusters Score -258711.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -258715.875000 Penalty: 3969.502441
	Iteration 24Q: 3 clusters Score -258715.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -258717.984375 Penalty: 3969.502441
	Iteration 25Q: 3 clusters Score -258718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -258719.015625 Penalty: 3969.502441
	Iteration 26Q: 3 clusters Score -258719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -258721.046875 Penalty: 3969.502441
	Iteration 27Q: 3 clusters Score -258721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -258720.968750 Penalty: 3969.502441
	Iteration 28Q: 3 clusters Score -258721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -258720.968750 Penalty: 3969.502441
	Iteration 29F: 3 clusters Score -258721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Entering Unmasked Estep 
Score: -1215779.500000 Penalty: 2326.615967
	Iteration 0F: 2 clusters Score -1215780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1206974.125000 Penalty: 4653.231934
	Iteration 0F: 3 clusters Score -1206974 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1209850.500000 Penalty: 4653.231934
	Iteration 1F: 3 clusters Score -1209850 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1210289.000000 Penalty: 4653.231934
	Iteration 2F: 3 clusters Score -1210289 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1210641.625000 Penalty: 4653.231934
	Iteration 3F: 3 clusters Score -1210642 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1210955.125000 Penalty: 4653.231934
	Iteration 4F: 3 clusters Score -1210955 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1211232.375000 Penalty: 4653.231934
	Iteration 5Q: 3 clusters Score -1211232 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1211502.250000 Penalty: 4653.231934
	Iteration 6Q: 3 clusters Score -1211502 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1211768.000000 Penalty: 4653.231934
	Iteration 7Q: 3 clusters Score -1211768 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1212004.000000 Penalty: 4653.231934
	Iteration 8Q: 3 clusters Score -1212004 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1212232.375000 Penalty: 4653.231934
	Iteration 9Q: 3 clusters Score -1212232 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1212464.625000 Penalty: 4653.231934
	Iteration 10Q: 3 clusters Score -1212465 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1212677.750000 Penalty: 4653.231934
	Iteration 11Q: 3 clusters Score -1212678 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1212850.000000 Penalty: 4653.231934
	Iteration 12Q: 3 clusters Score -1212850 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1213031.250000 Penalty: 4653.231934
	Iteration 13Q: 3 clusters Score -1213031 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1213201.625000 Penalty: 4653.231934
	Iteration 14Q: 3 clusters Score -1213202 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1213366.500000 Penalty: 4653.231934
	Iteration 15Q: 3 clusters Score -1213366 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1213502.000000 Penalty: 4653.231934
	Iteration 16Q: 3 clusters Score -1213502 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1213632.375000 Penalty: 4653.231934
	Iteration 17Q: 3 clusters Score -1213632 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1213754.000000 Penalty: 4653.231934
	Iteration 18Q: 3 clusters Score -1213754 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1213880.125000 Penalty: 4653.231934
	Iteration 19Q: 3 clusters Score -1213880 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1213995.250000 Penalty: 4653.231934
	Iteration 20F: 3 clusters Score -1213995 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1214085.125000 Penalty: 4653.231934
	Iteration 21Q: 3 clusters Score -1214085 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1214167.375000 Penalty: 4653.231934
	Iteration 22Q: 3 clusters Score -1214167 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1214239.250000 Penalty: 4653.231934
	Iteration 23Q: 3 clusters Score -1214239 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1214311.250000 Penalty: 4653.231934
	Iteration 24Q: 3 clusters Score -1214311 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1214385.000000 Penalty: 4653.231934
	Iteration 25Q: 3 clusters Score -1214385 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1214449.750000 Penalty: 4653.231934
	Iteration 26Q: 3 clusters Score -1214450 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1214500.625000 Penalty: 4653.231934
	Iteration 27Q: 3 clusters Score -1214501 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1214530.750000 Penalty: 4653.231934
	Iteration 28Q: 3 clusters Score -1214531 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1214555.375000 Penalty: 4653.231934
	Iteration 29Q: 3 clusters Score -1214555 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1214573.125000 Penalty: 4653.231934
	Iteration 30Q: 3 clusters Score -1214573 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1214584.750000 Penalty: 4653.231934
	Iteration 31Q: 3 clusters Score -1214585 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1214599.625000 Penalty: 4653.231934
	Iteration 32Q: 3 clusters Score -1214600 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1214618.500000 Penalty: 4653.231934
	Iteration 33Q: 3 clusters Score -1214618 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1214632.625000 Penalty: 4653.231934
	Iteration 34Q: 3 clusters Score -1214633 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1214646.750000 Penalty: 4653.231934
	Iteration 35Q: 3 clusters Score -1214647 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1214661.125000 Penalty: 4653.231934
	Iteration 36Q: 3 clusters Score -1214661 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1214667.625000 Penalty: 4653.231934
	Iteration 37Q: 3 clusters Score -1214668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1214671.625000 Penalty: 4653.231934
	Iteration 38Q: 3 clusters Score -1214672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1214676.250000 Penalty: 4653.231934
	Iteration 39Q: 3 clusters Score -1214676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1214681.625000 Penalty: 4653.231934
	Iteration 40F: 3 clusters Score -1214682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1214680.625000 Penalty: 4653.231934
	Iteration 41Q: 3 clusters Score -1214681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1214682.625000 Penalty: 4653.231934
	Iteration 42Q: 3 clusters Score -1214683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1214682.625000 Penalty: 4653.231934
	Iteration 43F: 3 clusters Score -1214683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Entering Unmasked Estep 
Score: -144021.140625 Penalty: 1808.499634
	Iteration 0F: 2 clusters Score -144021.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -141817.375000 Penalty: 3616.999268
	Iteration 0F: 3 clusters Score -141817.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -142472.265625 Penalty: 3616.999268
	Iteration 1F: 3 clusters Score -142472.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -142962.906250 Penalty: 3616.999268
	Iteration 2F: 3 clusters Score -142962.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -143348.625000 Penalty: 3616.999268
	Iteration 3F: 3 clusters Score -143348.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -143701.828125 Penalty: 3616.999268
	Iteration 4F: 3 clusters Score -143701.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -144057.656250 Penalty: 3616.999268
	Iteration 5F: 3 clusters Score -144057.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -144249.703125 Penalty: 3616.999268
	Iteration 6F: 3 clusters Score -144249.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -144361.015625 Penalty: 3616.999268
	Iteration 7Q: 3 clusters Score -144361 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -144427.093750 Penalty: 3616.999268
	Iteration 8Q: 3 clusters Score -144427.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -144476.078125 Penalty: 3616.999268
	Iteration 9Q: 3 clusters Score -144476.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -144502.796875 Penalty: 3616.999268
	Iteration 10Q: 3 clusters Score -144502.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -144515.359375 Penalty: 3616.999268
	Iteration 11Q: 3 clusters Score -144515.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -144527.125000 Penalty: 3616.999268
	Iteration 12Q: 3 clusters Score -144527.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -144532.109375 Penalty: 3616.999268
	Iteration 13Q: 3 clusters Score -144532.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -144536.421875 Penalty: 3616.999268
	Iteration 14Q: 3 clusters Score -144536.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -144540.203125 Penalty: 3616.999268
	Iteration 15Q: 3 clusters Score -144540.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -144543.765625 Penalty: 3616.999268
	Iteration 16Q: 3 clusters Score -144543.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -144545.687500 Penalty: 3616.999268
	Iteration 17Q: 3 clusters Score -144545.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -144546.046875 Penalty: 3616.999268
	Iteration 18Q: 3 clusters Score -144546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -144546.046875 Penalty: 3616.999268
	Iteration 19F: 3 clusters Score -144546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156947 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11867 members 
Mstep: Class 4 contains 969 members 
Mstep: Class 5 contains 24813 members 
Mstep: Class 6 contains 72591 members 
Mstep: Class 7 contains 12175 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182209 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60070 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43748 members 
Mstep: Class 15 contains 12206 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25162 members 
Mstep: Class 18 contains 104070 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38592 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9020 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14284 members 
Mstep: Class 29 contains 22765 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13462 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67926 members 
Mstep: Class 34 contains 26189 members 
Mstep: Class 35 contains 15215 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18932 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14154 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18807 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33326 members 
Mstep: Class 52 contains 7787 members 
Mstep: Class 53 contains 500 members 
Entering Unmasked Estep 
Score: -115181072.000000 Penalty: 182896.359375
Splitting cluster 4 changes total score from -115181952.000000 to -115181072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (24813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Entering Unmasked Estep 
Score: -2576849.000000 Penalty: 2509.542725
	Iteration 0F: 2 clusters Score -2576849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -2559623.250000 Penalty: 5019.085449
	Iteration 0F: 3 clusters Score -2559623 nChanged 11059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -2565682.000000 Penalty: 5019.085449
	Iteration 1F: 3 clusters Score -2565682 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -2566213.250000 Penalty: 5019.085449
	Iteration 2F: 3 clusters Score -2566213 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -2566729.250000 Penalty: 5019.085449
	Iteration 3F: 3 clusters Score -2566729 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -2567231.250000 Penalty: 5019.085449
	Iteration 4Q: 3 clusters Score -2567231 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -2567815.750000 Penalty: 5019.085449
	Iteration 5Q: 3 clusters Score -2567816 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -2568561.500000 Penalty: 5019.085449
	Iteration 6Q: 3 clusters Score -2568562 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -2569481.750000 Penalty: 5019.085449
	Iteration 7F: 3 clusters Score -2569482 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -2570465.000000 Penalty: 5019.085449
	Iteration 8F: 3 clusters Score -2570465 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -2571369.750000 Penalty: 5019.085449
	Iteration 9Q: 3 clusters Score -2571370 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -2572080.500000 Penalty: 5019.085449
	Iteration 10Q: 3 clusters Score -2572080 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -2572603.000000 Penalty: 5019.085449
	Iteration 11Q: 3 clusters Score -2572603 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -2572980.250000 Penalty: 5019.085449
	Iteration 12Q: 3 clusters Score -2572980 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -2573223.000000 Penalty: 5019.085449
	Iteration 13Q: 3 clusters Score -2573223 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -2573437.750000 Penalty: 5019.085449
	Iteration 14Q: 3 clusters Score -2573438 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -2573625.750000 Penalty: 5019.085449
	Iteration 15Q: 3 clusters Score -2573626 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -2573779.000000 Penalty: 5019.085449
	Iteration 16Q: 3 clusters Score -2573779 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -2573902.750000 Penalty: 5019.085449
	Iteration 17Q: 3 clusters Score -2573903 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -2573993.000000 Penalty: 5019.085449
	Iteration 18Q: 3 clusters Score -2573993 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -2574094.750000 Penalty: 5019.085449
	Iteration 19Q: 3 clusters Score -2574095 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -2574172.250000 Penalty: 5019.085449
	Iteration 20F: 3 clusters Score -2574172 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -2574258.000000 Penalty: 5019.085449
	Iteration 21Q: 3 clusters Score -2574258 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -2574329.250000 Penalty: 5019.085449
	Iteration 22Q: 3 clusters Score -2574329 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -2574384.000000 Penalty: 5019.085449
	Iteration 23Q: 3 clusters Score -2574384 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -2574433.500000 Penalty: 5019.085449
	Iteration 24Q: 3 clusters Score -2574434 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -2574470.500000 Penalty: 5019.085449
	Iteration 25Q: 3 clusters Score -2574470 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -2574505.250000 Penalty: 5019.085449
	Iteration 26Q: 3 clusters Score -2574505 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -2574524.000000 Penalty: 5019.085449
	Iteration 27Q: 3 clusters Score -2574524 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -2574538.500000 Penalty: 5019.085449
	Iteration 28Q: 3 clusters Score -2574538 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -2574553.000000 Penalty: 5019.085449
	Iteration 29Q: 3 clusters Score -2574553 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -2574563.750000 Penalty: 5019.085449
	Iteration 30Q: 3 clusters Score -2574564 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -2574576.500000 Penalty: 5019.085449
	Iteration 31Q: 3 clusters Score -2574576 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -2574589.750000 Penalty: 5019.085449
	Iteration 32Q: 3 clusters Score -2574590 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -2574608.000000 Penalty: 5019.085449
	Iteration 33Q: 3 clusters Score -2574608 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -2574612.500000 Penalty: 5019.085449
	Iteration 34Q: 3 clusters Score -2574612 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -2574621.750000 Penalty: 5019.085449
	Iteration 35Q: 3 clusters Score -2574622 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -2574625.750000 Penalty: 5019.085449
	Iteration 36Q: 3 clusters Score -2574626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -2574634.500000 Penalty: 5019.085449
	Iteration 37Q: 3 clusters Score -2574634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -2574636.500000 Penalty: 5019.085449
	Iteration 38Q: 3 clusters Score -2574636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -2574632.000000 Penalty: 5019.085449
	Iteration 39Q: 3 clusters Score -2574632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -2574639.500000 Penalty: 5019.085449
	Iteration 40F: 3 clusters Score -2574640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -2574641.250000 Penalty: 5019.085449
	Iteration 41Q: 3 clusters Score -2574641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -2574641.250000 Penalty: 5019.085449
	Iteration 42Q: 3 clusters Score -2574641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -2574648.250000 Penalty: 5019.085449
	Iteration 43Q: 3 clusters Score -2574648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -2574650.000000 Penalty: 5019.085449
	Iteration 44Q: 3 clusters Score -2574650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -2574652.250000 Penalty: 5019.085449
	Iteration 45Q: 3 clusters Score -2574652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -2574652.500000 Penalty: 5019.085449
	Iteration 46Q: 3 clusters Score -2574652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -2574654.750000 Penalty: 5019.085449
	Iteration 47Q: 3 clusters Score -2574655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -2574655.250000 Penalty: 5019.085449
	Iteration 48Q: 3 clusters Score -2574655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -2574659.500000 Penalty: 5019.085449
	Iteration 49Q: 3 clusters Score -2574660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -2574663.750000 Penalty: 5019.085449
	Iteration 50Q: 3 clusters Score -2574664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -2574664.750000 Penalty: 5019.085449
	Iteration 51Q: 3 clusters Score -2574665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -2574667.750000 Penalty: 5019.085449
	Iteration 52Q: 3 clusters Score -2574668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -2574673.500000 Penalty: 5019.085449
	Iteration 53Q: 3 clusters Score -2574674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -2574674.000000 Penalty: 5019.085449
	Iteration 54Q: 3 clusters Score -2574674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -2574676.000000 Penalty: 5019.085449
	Iteration 55Q: 3 clusters Score -2574676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -2574680.250000 Penalty: 5019.085449
	Iteration 56Q: 3 clusters Score -2574680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -2574682.250000 Penalty: 5019.085449
	Iteration 57Q: 3 clusters Score -2574682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -2574682.250000 Penalty: 5019.085449
	Iteration 58Q: 3 clusters Score -2574682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -2574685.000000 Penalty: 5019.085449
	Iteration 59Q: 3 clusters Score -2574685 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -2574684.000000 Penalty: 5019.085449
	Iteration 60F: 3 clusters Score -2574684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -2574686.250000 Penalty: 5019.085449
	Iteration 61Q: 3 clusters Score -2574686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -2574690.000000 Penalty: 5019.085449
	Iteration 62Q: 3 clusters Score -2574690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -2574693.750000 Penalty: 5019.085449
	Iteration 63Q: 3 clusters Score -2574694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -2574700.250000 Penalty: 5019.085449
	Iteration 64Q: 3 clusters Score -2574700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -2574702.000000 Penalty: 5019.085449
	Iteration 65Q: 3 clusters Score -2574702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -2574702.000000 Penalty: 5019.085449
	Iteration 66Q: 3 clusters Score -2574702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -2574713.000000 Penalty: 5019.085449
	Iteration 67Q: 3 clusters Score -2574713 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -2574713.750000 Penalty: 5019.085449
	Iteration 68Q: 3 clusters Score -2574714 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -2574714.000000 Penalty: 5019.085449
	Iteration 69Q: 3 clusters Score -2574714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -2574721.500000 Penalty: 5019.085449
	Iteration 70Q: 3 clusters Score -2574722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -2574727.000000 Penalty: 5019.085449
	Iteration 71Q: 3 clusters Score -2574727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -2574728.500000 Penalty: 5019.085449
	Iteration 72Q: 3 clusters Score -2574728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -2574730.750000 Penalty: 5019.085449
	Iteration 73Q: 3 clusters Score -2574731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -2574731.750000 Penalty: 5019.085449
	Iteration 74Q: 3 clusters Score -2574732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -2574728.250000 Penalty: 5019.085449
	Iteration 75Q: 3 clusters Score -2574728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -2574730.500000 Penalty: 5019.085449
	Iteration 76Q: 3 clusters Score -2574730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -2574728.500000 Penalty: 5019.085449
	Iteration 77Q: 3 clusters Score -2574728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -2574730.750000 Penalty: 5019.085449
	Iteration 78Q: 3 clusters Score -2574731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -2574731.500000 Penalty: 5019.085449
	Iteration 79Q: 3 clusters Score -2574732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -2574730.750000 Penalty: 5019.085449
	Iteration 80F: 3 clusters Score -2574731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -2574733.250000 Penalty: 5019.085449
	Iteration 81Q: 3 clusters Score -2574733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -2574731.000000 Penalty: 5019.085449
	Iteration 82Q: 3 clusters Score -2574731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -2574736.250000 Penalty: 5019.085449
	Iteration 83Q: 3 clusters Score -2574736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -2574736.250000 Penalty: 5019.085449
	Iteration 84F: 3 clusters Score -2574736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (72591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72591 members 
Entering Unmasked Estep 
Score: -8086507.000000 Penalty: 2775.763916
	Iteration 0F: 2 clusters Score -8086507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 36164 members 
Entering Unmasked Estep 
Score: -8038068.000000 Penalty: 5551.527832
	Iteration 0F: 3 clusters Score -8038068 nChanged 33866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
Score: -8057046.000000 Penalty: 5551.527832
	Iteration 1F: 3 clusters Score -8057046 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38728 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -8057687.000000 Penalty: 5551.527832
	Iteration 2Q: 3 clusters Score -8057687 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -8058379.000000 Penalty: 5551.527832
	Iteration 3Q: 3 clusters Score -8058379 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42504 members 
Mstep: Class 2 contains 30087 members 
Entering Unmasked Estep 
Score: -8059425.500000 Penalty: 5551.527832
	Iteration 4Q: 3 clusters Score -8059426 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45625 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -8060971.000000 Penalty: 5551.527832
	Iteration 5Q: 3 clusters Score -8060971 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49903 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -8063562.500000 Penalty: 5551.527832
	Iteration 6F: 3 clusters Score -8063562 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55258 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -8067633.500000 Penalty: 5551.527832
	Iteration 7F: 3 clusters Score -8067634 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61075 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -8072765.000000 Penalty: 5551.527832
	Iteration 8F: 3 clusters Score -8072765 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66192 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -8077746.500000 Penalty: 5551.527832
	Iteration 9F: 3 clusters Score -8077746 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69633 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -8081197.000000 Penalty: 5551.527832
	Iteration 10Q: 3 clusters Score -8081197 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71340 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -8082898.500000 Penalty: 5551.527832
	Iteration 11Q: 3 clusters Score -8082898 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71979 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -8083577.000000 Penalty: 5551.527832
	Iteration 12Q: 3 clusters Score -8083577 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72178 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -8083823.500000 Penalty: 5551.527832
	Iteration 13Q: 3 clusters Score -8083824 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72251 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8083937.000000 Penalty: 5551.527832
	Iteration 14Q: 3 clusters Score -8083937 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72272 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -8083998.500000 Penalty: 5551.527832
	Iteration 15Q: 3 clusters Score -8083998 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72288 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -8084040.500000 Penalty: 5551.527832
	Iteration 16Q: 3 clusters Score -8084040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72302 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -8084061.500000 Penalty: 5551.527832
	Iteration 17Q: 3 clusters Score -8084062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72300 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8084062.000000 Penalty: 5551.527832
	Iteration 18Q: 3 clusters Score -8084062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72303 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -8084063.500000 Penalty: 5551.527832
	Iteration 19Q: 3 clusters Score -8084064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72305 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -8084071.000000 Penalty: 5551.527832
	Iteration 20F: 3 clusters Score -8084071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Entering Unmasked Estep 
Score: -1215185.625000 Penalty: 2332.970703
	Iteration 0F: 2 clusters Score -1215186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1206086.375000 Penalty: 4665.941406
	Iteration 0F: 3 clusters Score -1206086 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1209078.500000 Penalty: 4665.941406
	Iteration 1F: 3 clusters Score -1209078 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1209556.750000 Penalty: 4665.941406
	Iteration 2F: 3 clusters Score -1209557 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1210004.125000 Penalty: 4665.941406
	Iteration 3F: 3 clusters Score -1210004 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1210448.625000 Penalty: 4665.941406
	Iteration 4F: 3 clusters Score -1210449 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1210921.375000 Penalty: 4665.941406
	Iteration 5F: 3 clusters Score -1210921 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1211319.375000 Penalty: 4665.941406
	Iteration 6F: 3 clusters Score -1211319 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1211651.750000 Penalty: 4665.941406
	Iteration 7Q: 3 clusters Score -1211652 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1211909.500000 Penalty: 4665.941406
	Iteration 8Q: 3 clusters Score -1211910 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1212137.750000 Penalty: 4665.941406
	Iteration 9Q: 3 clusters Score -1212138 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1212337.250000 Penalty: 4665.941406
	Iteration 10Q: 3 clusters Score -1212337 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1212460.500000 Penalty: 4665.941406
	Iteration 11Q: 3 clusters Score -1212460 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1212550.750000 Penalty: 4665.941406
	Iteration 12Q: 3 clusters Score -1212551 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1212622.500000 Penalty: 4665.941406
	Iteration 13Q: 3 clusters Score -1212622 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1212670.625000 Penalty: 4665.941406
	Iteration 14Q: 3 clusters Score -1212671 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1212708.750000 Penalty: 4665.941406
	Iteration 15Q: 3 clusters Score -1212709 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1212728.375000 Penalty: 4665.941406
	Iteration 16Q: 3 clusters Score -1212728 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1212749.750000 Penalty: 4665.941406
	Iteration 17Q: 3 clusters Score -1212750 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1212770.625000 Penalty: 4665.941406
	Iteration 18Q: 3 clusters Score -1212771 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1212785.500000 Penalty: 4665.941406
	Iteration 19Q: 3 clusters Score -1212786 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1212791.500000 Penalty: 4665.941406
	Iteration 20F: 3 clusters Score -1212792 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1212794.125000 Penalty: 4665.941406
	Iteration 21Q: 3 clusters Score -1212794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1212796.500000 Penalty: 4665.941406
	Iteration 22Q: 3 clusters Score -1212796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1212803.875000 Penalty: 4665.941406
	Iteration 23Q: 3 clusters Score -1212804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1212805.250000 Penalty: 4665.941406
	Iteration 24Q: 3 clusters Score -1212805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1212806.000000 Penalty: 4665.941406
	Iteration 25Q: 3 clusters Score -1212806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1212810.000000 Penalty: 4665.941406
	Iteration 26Q: 3 clusters Score -1212810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1212812.125000 Penalty: 4665.941406
	Iteration 27Q: 3 clusters Score -1212812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1212812.000000 Penalty: 4665.941406
	Iteration 28Q: 3 clusters Score -1212812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1212812.875000 Penalty: 4665.941406
	Iteration 29Q: 3 clusters Score -1212813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1212814.750000 Penalty: 4665.941406
	Iteration 30Q: 3 clusters Score -1212815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1212816.375000 Penalty: 4665.941406
	Iteration 31Q: 3 clusters Score -1212816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1212813.500000 Penalty: 4665.941406
	Iteration 32Q: 3 clusters Score -1212814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1212815.000000 Penalty: 4665.941406
	Iteration 33Q: 3 clusters Score -1212815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1212817.250000 Penalty: 4665.941406
	Iteration 34Q: 3 clusters Score -1212817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1212817.250000 Penalty: 4665.941406
	Iteration 35F: 3 clusters Score -1212817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Entering Unmasked Estep 
Score: -149320.953125 Penalty: 1843.549316
	Iteration 0F: 2 clusters Score -149321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -146928.156250 Penalty: 3687.098633
	Iteration 0F: 3 clusters Score -146928.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -147332.437500 Penalty: 3687.098633
	Iteration 1F: 3 clusters Score -147332.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -147493.546875 Penalty: 3687.098633
	Iteration 2F: 3 clusters Score -147493.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -147594.421875 Penalty: 3687.098633
	Iteration 3F: 3 clusters Score -147594.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -147646.812500 Penalty: 3687.098633
	Iteration 4Q: 3 clusters Score -147646.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -147691.281250 Penalty: 3687.098633
	Iteration 5Q: 3 clusters Score -147691.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -147731.937500 Penalty: 3687.098633
	Iteration 6Q: 3 clusters Score -147731.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -147770.906250 Penalty: 3687.098633
	Iteration 7Q: 3 clusters Score -147770.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -147798.453125 Penalty: 3687.098633
	Iteration 8Q: 3 clusters Score -147798.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -147818.578125 Penalty: 3687.098633
	Iteration 9Q: 3 clusters Score -147818.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -147842.953125 Penalty: 3687.098633
	Iteration 10Q: 3 clusters Score -147843 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -147868.640625 Penalty: 3687.098633
	Iteration 11Q: 3 clusters Score -147868.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -147901.218750 Penalty: 3687.098633
	Iteration 12Q: 3 clusters Score -147901.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -147935.859375 Penalty: 3687.098633
	Iteration 13Q: 3 clusters Score -147935.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -147964.640625 Penalty: 3687.098633
	Iteration 14Q: 3 clusters Score -147964.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -147988.406250 Penalty: 3687.098633
	Iteration 15Q: 3 clusters Score -147988.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -148019.640625 Penalty: 3687.098633
	Iteration 16Q: 3 clusters Score -148019.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -148054.234375 Penalty: 3687.098633
	Iteration 17Q: 3 clusters Score -148054.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -148087.000000 Penalty: 3687.098633
	Iteration 18Q: 3 clusters Score -148087 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -148114.828125 Penalty: 3687.098633
	Iteration 19Q: 3 clusters Score -148114.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -148133.062500 Penalty: 3687.098633
	Iteration 20F: 3 clusters Score -148133.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -148148.046875 Penalty: 3687.098633
	Iteration 21Q: 3 clusters Score -148148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -148153.328125 Penalty: 3687.098633
	Iteration 22Q: 3 clusters Score -148153.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -148165.109375 Penalty: 3687.098633
	Iteration 23Q: 3 clusters Score -148165.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -148177.000000 Penalty: 3687.098633
	Iteration 24Q: 3 clusters Score -148177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -148185.796875 Penalty: 3687.098633
	Iteration 25Q: 3 clusters Score -148185.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -148191.359375 Penalty: 3687.098633
	Iteration 26Q: 3 clusters Score -148191.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -148192.734375 Penalty: 3687.098633
	Iteration 27Q: 3 clusters Score -148192.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -148193.656250 Penalty: 3687.098633
	Iteration 28Q: 3 clusters Score -148193.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -148195.687500 Penalty: 3687.098633
	Iteration 29Q: 3 clusters Score -148195.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -148199.875000 Penalty: 3687.098633
	Iteration 30Q: 3 clusters Score -148199.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -148203.140625 Penalty: 3687.098633
	Iteration 31Q: 3 clusters Score -148203.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -148206.843750 Penalty: 3687.098633
	Iteration 32Q: 3 clusters Score -148206.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -148208.218750 Penalty: 3687.098633
	Iteration 33Q: 3 clusters Score -148208.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -148208.218750 Penalty: 3687.098633
	Iteration 34F: 3 clusters Score -148208.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (182209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182209 members 
Entering Unmasked Estep 
Score: -20273798.000000 Penalty: 3004.001465
	Iteration 0F: 2 clusters Score -2.02738e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90937 members 
Mstep: Class 2 contains 91272 members 
Entering Unmasked Estep 
Score: -20160030.000000 Penalty: 6008.002930
	Iteration 0F: 3 clusters Score -2.016003e+07 nChanged 87568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90037 members 
Mstep: Class 2 contains 92172 members 
Entering Unmasked Estep 
Score: -20210610.000000 Penalty: 6008.002930
	Iteration 1F: 3 clusters Score -2.021061e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89994 members 
Mstep: Class 2 contains 92215 members 
Entering Unmasked Estep 
Score: -20211618.000000 Penalty: 6008.002930
	Iteration 2Q: 3 clusters Score -2.021162e+07 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90076 members 
Mstep: Class 2 contains 92133 members 
Entering Unmasked Estep 
Score: -20212664.000000 Penalty: 6008.002930
	Iteration 3Q: 3 clusters Score -2.021266e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90405 members 
Mstep: Class 2 contains 91804 members 
Entering Unmasked Estep 
Score: -20214030.000000 Penalty: 6008.002930
	Iteration 4Q: 3 clusters Score -2.021403e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91005 members 
Mstep: Class 2 contains 91204 members 
Entering Unmasked Estep 
Score: -20215810.000000 Penalty: 6008.002930
	Iteration 5Q: 3 clusters Score -2.021581e+07 nChanged 7056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92255 members 
Mstep: Class 2 contains 89954 members 
Entering Unmasked Estep 
Score: -20218212.000000 Penalty: 6008.002930
	Iteration 6Q: 3 clusters Score -2.021821e+07 nChanged 7831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94210 members 
Mstep: Class 2 contains 87999 members 
Entering Unmasked Estep 
Score: -20221186.000000 Penalty: 6008.002930
	Iteration 7Q: 3 clusters Score -2.022119e+07 nChanged 8641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96861 members 
Mstep: Class 2 contains 85348 members 
Entering Unmasked Estep 
Score: -20224378.000000 Penalty: 6008.002930
	Iteration 8Q: 3 clusters Score -2.022438e+07 nChanged 8946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100053 members 
Mstep: Class 2 contains 82156 members 
Entering Unmasked Estep 
Score: -20227794.000000 Penalty: 6008.002930
	Iteration 9Q: 3 clusters Score -2.022779e+07 nChanged 8796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103607 members 
Mstep: Class 2 contains 78602 members 
Entering Unmasked Estep 
Score: -20230888.000000 Penalty: 6008.002930
	Iteration 10Q: 3 clusters Score -2.023089e+07 nChanged 8301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107494 members 
Mstep: Class 2 contains 74715 members 
Entering Unmasked Estep 
Score: -20233864.000000 Penalty: 6008.002930
	Iteration 11Q: 3 clusters Score -2.023386e+07 nChanged 7628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111538 members 
Mstep: Class 2 contains 70671 members 
Entering Unmasked Estep 
Score: -20236250.000000 Penalty: 6008.002930
	Iteration 12Q: 3 clusters Score -2.023625e+07 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115835 members 
Mstep: Class 2 contains 66374 members 
Entering Unmasked Estep 
Score: -20238038.000000 Penalty: 6008.002930
	Iteration 13Q: 3 clusters Score -2.023804e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120352 members 
Mstep: Class 2 contains 61857 members 
Entering Unmasked Estep 
Score: -20239726.000000 Penalty: 6008.002930
	Iteration 14Q: 3 clusters Score -2.023973e+07 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125159 members 
Mstep: Class 2 contains 57050 members 
Entering Unmasked Estep 
Score: -20241124.000000 Penalty: 6008.002930
	Iteration 15Q: 3 clusters Score -2.024112e+07 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130453 members 
Mstep: Class 2 contains 51756 members 
Entering Unmasked Estep 
Score: -20242760.000000 Penalty: 6008.002930
	Iteration 16Q: 3 clusters Score -2.024276e+07 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136343 members 
Mstep: Class 2 contains 45866 members 
Entering Unmasked Estep 
Score: -20244730.000000 Penalty: 6008.002930
	Iteration 17Q: 3 clusters Score -2.024473e+07 nChanged 6624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142959 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -20247382.000000 Penalty: 6008.002930
	Iteration 18Q: 3 clusters Score -2.024738e+07 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150434 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -20251434.000000 Penalty: 6008.002930
	Iteration 19Q: 3 clusters Score -2.025143e+07 nChanged 8144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158578 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -20256346.000000 Penalty: 6008.002930
	Iteration 20F: 3 clusters Score -2.025635e+07 nChanged 8179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166757 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -20261314.000000 Penalty: 6008.002930
	Iteration 21Q: 3 clusters Score -2.026131e+07 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173627 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -20266028.000000 Penalty: 6008.002930
	Iteration 22Q: 3 clusters Score -2.026603e+07 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178025 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -20268760.000000 Penalty: 6008.002930
	Iteration 23Q: 3 clusters Score -2.026876e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180198 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -20269916.000000 Penalty: 6008.002930
	Iteration 24Q: 3 clusters Score -2.026992e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181155 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -20270600.000000 Penalty: 6008.002930
	Iteration 25Q: 3 clusters Score -2.02706e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181539 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -20270918.000000 Penalty: 6008.002930
	Iteration 26Q: 3 clusters Score -2.027092e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181683 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -20271022.000000 Penalty: 6008.002930
	Iteration 27Q: 3 clusters Score -2.027102e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181764 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -20271136.000000 Penalty: 6008.002930
	Iteration 28Q: 3 clusters Score -2.027114e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181791 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -20271160.000000 Penalty: 6008.002930
	Iteration 29Q: 3 clusters Score -2.027116e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181801 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -20271194.000000 Penalty: 6008.002930
	Iteration 30Q: 3 clusters Score -2.027119e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181806 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -20271204.000000 Penalty: 6008.002930
	Iteration 31Q: 3 clusters Score -2.02712e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181814 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -20271254.000000 Penalty: 6008.002930
	Iteration 32Q: 3 clusters Score -2.027125e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181821 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -20271252.000000 Penalty: 6008.002930
	Iteration 33Q: 3 clusters Score -2.027125e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181829 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -20271264.000000 Penalty: 6008.002930
	Iteration 34Q: 3 clusters Score -2.027126e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181827 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -20271280.000000 Penalty: 6008.002930
	Iteration 35Q: 3 clusters Score -2.027128e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181828 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -20271278.000000 Penalty: 6008.002930
	Iteration 36Q: 3 clusters Score -2.027128e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181829 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -20271288.000000 Penalty: 6008.002930
	Iteration 37Q: 3 clusters Score -2.027129e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181829 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -20271288.000000 Penalty: 6008.002930
	Iteration 38F: 3 clusters Score -2.027129e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Entering Unmasked Estep 
Score: -1406495.250000 Penalty: 2343.830811
	Iteration 0F: 2 clusters Score -1406495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1397095.375000 Penalty: 4687.661621
	Iteration 0F: 3 clusters Score -1397095 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1399886.625000 Penalty: 4687.661621
	Iteration 1F: 3 clusters Score -1399887 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1400255.625000 Penalty: 4687.661621
	Iteration 2F: 3 clusters Score -1400256 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1400569.500000 Penalty: 4687.661621
	Iteration 3F: 3 clusters Score -1400570 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1400874.250000 Penalty: 4687.661621
	Iteration 4Q: 3 clusters Score -1400874 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1401176.750000 Penalty: 4687.661621
	Iteration 5Q: 3 clusters Score -1401177 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1401497.750000 Penalty: 4687.661621
	Iteration 6Q: 3 clusters Score -1401498 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1401832.375000 Penalty: 4687.661621
	Iteration 7Q: 3 clusters Score -1401832 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1402185.125000 Penalty: 4687.661621
	Iteration 8Q: 3 clusters Score -1402185 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1402559.250000 Penalty: 4687.661621
	Iteration 9Q: 3 clusters Score -1402559 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1402925.750000 Penalty: 4687.661621
	Iteration 10Q: 3 clusters Score -1402926 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1403280.750000 Penalty: 4687.661621
	Iteration 11Q: 3 clusters Score -1403281 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1403572.250000 Penalty: 4687.661621
	Iteration 12Q: 3 clusters Score -1403572 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1403799.625000 Penalty: 4687.661621
	Iteration 13Q: 3 clusters Score -1403800 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1403965.750000 Penalty: 4687.661621
	Iteration 14Q: 3 clusters Score -1403966 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1404092.500000 Penalty: 4687.661621
	Iteration 15Q: 3 clusters Score -1404092 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1404155.625000 Penalty: 4687.661621
	Iteration 16Q: 3 clusters Score -1404156 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1404208.000000 Penalty: 4687.661621
	Iteration 17Q: 3 clusters Score -1404208 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1404273.375000 Penalty: 4687.661621
	Iteration 18Q: 3 clusters Score -1404273 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1404322.500000 Penalty: 4687.661621
	Iteration 19Q: 3 clusters Score -1404322 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1404358.000000 Penalty: 4687.661621
	Iteration 20F: 3 clusters Score -1404358 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1404388.750000 Penalty: 4687.661621
	Iteration 21Q: 3 clusters Score -1404389 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1404413.500000 Penalty: 4687.661621
	Iteration 22Q: 3 clusters Score -1404414 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1404429.375000 Penalty: 4687.661621
	Iteration 23Q: 3 clusters Score -1404429 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1404443.125000 Penalty: 4687.661621
	Iteration 24Q: 3 clusters Score -1404443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1404449.500000 Penalty: 4687.661621
	Iteration 25Q: 3 clusters Score -1404450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1404451.250000 Penalty: 4687.661621
	Iteration 26Q: 3 clusters Score -1404451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1404454.625000 Penalty: 4687.661621
	Iteration 27Q: 3 clusters Score -1404455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1404455.875000 Penalty: 4687.661621
	Iteration 28Q: 3 clusters Score -1404456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1404459.250000 Penalty: 4687.661621
	Iteration 29Q: 3 clusters Score -1404459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1404459.250000 Penalty: 4687.661621
	Iteration 30F: 3 clusters Score -1404459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (60070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60070 members 
Entering Unmasked Estep 
Score: -6287932.500000 Penalty: 2728.809814
	Iteration 0F: 2 clusters Score -6287932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -6247689.000000 Penalty: 5457.619629
	Iteration 0F: 3 clusters Score -6247689 nChanged 27926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 30216 members 
Entering Unmasked Estep 
Score: -6263411.500000 Penalty: 5457.619629
	Iteration 1F: 3 clusters Score -6263412 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -6264085.500000 Penalty: 5457.619629
	Iteration 2Q: 3 clusters Score -6264086 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -6264764.000000 Penalty: 5457.619629
	Iteration 3Q: 3 clusters Score -6264764 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -6265550.000000 Penalty: 5457.619629
	Iteration 4Q: 3 clusters Score -6265550 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -6266455.500000 Penalty: 5457.619629
	Iteration 5Q: 3 clusters Score -6266456 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -6267611.500000 Penalty: 5457.619629
	Iteration 6Q: 3 clusters Score -6267612 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
Score: -6269026.500000 Penalty: 5457.619629
	Iteration 7Q: 3 clusters Score -6269026 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 36323 members 
Entering Unmasked Estep 
Score: -6270857.000000 Penalty: 5457.619629
	Iteration 8Q: 3 clusters Score -6270857 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 38164 members 
Entering Unmasked Estep 
Score: -6272950.500000 Penalty: 5457.619629
	Iteration 9F: 3 clusters Score -6272950 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 39910 members 
Entering Unmasked Estep 
Score: -6275075.000000 Penalty: 5457.619629
	Iteration 10F: 3 clusters Score -6275075 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 41520 members 
Entering Unmasked Estep 
Score: -6277003.500000 Penalty: 5457.619629
	Iteration 11Q: 3 clusters Score -6277004 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 42928 members 
Entering Unmasked Estep 
Score: -6278491.000000 Penalty: 5457.619629
	Iteration 12Q: 3 clusters Score -6278491 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 44222 members 
Entering Unmasked Estep 
Score: -6279485.500000 Penalty: 5457.619629
	Iteration 13Q: 3 clusters Score -6279486 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 45395 members 
Entering Unmasked Estep 
Score: -6280130.500000 Penalty: 5457.619629
	Iteration 14Q: 3 clusters Score -6280130 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 46438 members 
Entering Unmasked Estep 
Score: -6280563.500000 Penalty: 5457.619629
	Iteration 15Q: 3 clusters Score -6280564 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 47484 members 
Entering Unmasked Estep 
Score: -6280994.000000 Penalty: 5457.619629
	Iteration 16Q: 3 clusters Score -6280994 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 48463 members 
Entering Unmasked Estep 
Score: -6281431.000000 Penalty: 5457.619629
	Iteration 17Q: 3 clusters Score -6281431 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 49375 members 
Entering Unmasked Estep 
Score: -6281746.000000 Penalty: 5457.619629
	Iteration 18Q: 3 clusters Score -6281746 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 50229 members 
Entering Unmasked Estep 
Score: -6282062.500000 Penalty: 5457.619629
	Iteration 19Q: 3 clusters Score -6282062 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 51024 members 
Entering Unmasked Estep 
Score: -6282323.500000 Penalty: 5457.619629
	Iteration 20F: 3 clusters Score -6282324 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 51787 members 
Entering Unmasked Estep 
Score: -6282625.500000 Penalty: 5457.619629
	Iteration 21Q: 3 clusters Score -6282626 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 52539 members 
Entering Unmasked Estep 
Score: -6282897.000000 Penalty: 5457.619629
	Iteration 22Q: 3 clusters Score -6282897 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 53248 members 
Entering Unmasked Estep 
Score: -6283205.500000 Penalty: 5457.619629
	Iteration 23Q: 3 clusters Score -6283206 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 53955 members 
Entering Unmasked Estep 
Score: -6283490.000000 Penalty: 5457.619629
	Iteration 24Q: 3 clusters Score -6283490 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 54574 members 
Entering Unmasked Estep 
Score: -6283748.000000 Penalty: 5457.619629
	Iteration 25Q: 3 clusters Score -6283748 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 55169 members 
Entering Unmasked Estep 
Score: -6284022.500000 Penalty: 5457.619629
	Iteration 26Q: 3 clusters Score -6284022 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 55699 members 
Entering Unmasked Estep 
Score: -6284221.000000 Penalty: 5457.619629
	Iteration 27Q: 3 clusters Score -6284221 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 56166 members 
Entering Unmasked Estep 
Score: -6284440.000000 Penalty: 5457.619629
	Iteration 28Q: 3 clusters Score -6284440 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 56584 members 
Entering Unmasked Estep 
Score: -6284638.500000 Penalty: 5457.619629
	Iteration 29Q: 3 clusters Score -6284638 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 56949 members 
Entering Unmasked Estep 
Score: -6284842.000000 Penalty: 5457.619629
	Iteration 30Q: 3 clusters Score -6284842 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 57278 members 
Entering Unmasked Estep 
Score: -6284955.000000 Penalty: 5457.619629
	Iteration 31Q: 3 clusters Score -6284955 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 57549 members 
Entering Unmasked Estep 
Score: -6285122.000000 Penalty: 5457.619629
	Iteration 32Q: 3 clusters Score -6285122 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 57761 members 
Entering Unmasked Estep 
Score: -6285185.000000 Penalty: 5457.619629
	Iteration 33Q: 3 clusters Score -6285185 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 57914 members 
Entering Unmasked Estep 
Score: -6285233.500000 Penalty: 5457.619629
	Iteration 34Q: 3 clusters Score -6285234 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 58025 members 
Entering Unmasked Estep 
Score: -6285294.000000 Penalty: 5457.619629
	Iteration 35Q: 3 clusters Score -6285294 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 58127 members 
Entering Unmasked Estep 
Score: -6285347.500000 Penalty: 5457.619629
	Iteration 36Q: 3 clusters Score -6285348 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 58227 members 
Entering Unmasked Estep 
Score: -6285389.500000 Penalty: 5457.619629
	Iteration 37Q: 3 clusters Score -6285390 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 58309 members 
Entering Unmasked Estep 
Score: -6285423.500000 Penalty: 5457.619629
	Iteration 38Q: 3 clusters Score -6285424 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 58387 members 
Entering Unmasked Estep 
Score: -6285416.500000 Penalty: 5457.619629
	Iteration 39Q: 3 clusters Score -6285416 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 58455 members 
Entering Unmasked Estep 
Score: -6285464.500000 Penalty: 5457.619629
	Iteration 40F: 3 clusters Score -6285464 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 58509 members 
Entering Unmasked Estep 
Score: -6285474.500000 Penalty: 5457.619629
	Iteration 41Q: 3 clusters Score -6285474 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 58573 members 
Entering Unmasked Estep 
Score: -6285521.000000 Penalty: 5457.619629
	Iteration 42Q: 3 clusters Score -6285521 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 58635 members 
Entering Unmasked Estep 
Score: -6285526.500000 Penalty: 5457.619629
	Iteration 43Q: 3 clusters Score -6285526 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 58691 members 
Entering Unmasked Estep 
Score: -6285560.500000 Penalty: 5457.619629
	Iteration 44Q: 3 clusters Score -6285560 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 58739 members 
Entering Unmasked Estep 
Score: -6285598.500000 Penalty: 5457.619629
	Iteration 45Q: 3 clusters Score -6285598 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 58779 members 
Entering Unmasked Estep 
Score: -6285581.500000 Penalty: 5457.619629
	Iteration 46Q: 3 clusters Score -6285582 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 58814 members 
Entering Unmasked Estep 
Score: -6285614.000000 Penalty: 5457.619629
	Iteration 47Q: 3 clusters Score -6285614 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 58841 members 
Entering Unmasked Estep 
Score: -6285618.000000 Penalty: 5457.619629
	Iteration 48Q: 3 clusters Score -6285618 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 58871 members 
Entering Unmasked Estep 
Score: -6285633.500000 Penalty: 5457.619629
	Iteration 49Q: 3 clusters Score -6285634 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 58892 members 
Entering Unmasked Estep 
Score: -6285646.500000 Penalty: 5457.619629
	Iteration 50Q: 3 clusters Score -6285646 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 58910 members 
Entering Unmasked Estep 
Score: -6285654.500000 Penalty: 5457.619629
	Iteration 51Q: 3 clusters Score -6285654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 58927 members 
Entering Unmasked Estep 
Score: -6285664.500000 Penalty: 5457.619629
	Iteration 52Q: 3 clusters Score -6285664 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 58945 members 
Entering Unmasked Estep 
Score: -6285679.000000 Penalty: 5457.619629
	Iteration 53Q: 3 clusters Score -6285679 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 58956 members 
Entering Unmasked Estep 
Score: -6285685.500000 Penalty: 5457.619629
	Iteration 54Q: 3 clusters Score -6285686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 58969 members 
Entering Unmasked Estep 
Score: -6285676.500000 Penalty: 5457.619629
	Iteration 55Q: 3 clusters Score -6285676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 58976 members 
Entering Unmasked Estep 
Score: -6285681.000000 Penalty: 5457.619629
	Iteration 56Q: 3 clusters Score -6285681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 58979 members 
Entering Unmasked Estep 
Score: -6285701.500000 Penalty: 5457.619629
	Iteration 57Q: 3 clusters Score -6285702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 58979 members 
Entering Unmasked Estep 
Score: -6285706.500000 Penalty: 5457.619629
	Iteration 58Q: 3 clusters Score -6285706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 58979 members 
Entering Unmasked Estep 
Score: -6285702.500000 Penalty: 5457.619629
	Iteration 59Q: 3 clusters Score -6285702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 58980 members 
Entering Unmasked Estep 
Score: -6285705.000000 Penalty: 5457.619629
	Iteration 60F: 3 clusters Score -6285705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 58982 members 
Entering Unmasked Estep 
Score: -6285702.000000 Penalty: 5457.619629
	Iteration 61Q: 3 clusters Score -6285702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 58985 members 
Entering Unmasked Estep 
Score: -6285708.000000 Penalty: 5457.619629
	Iteration 62Q: 3 clusters Score -6285708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 58987 members 
Entering Unmasked Estep 
Score: -6285698.500000 Penalty: 5457.619629
	Iteration 63Q: 3 clusters Score -6285698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 58987 members 
Entering Unmasked Estep 
Score: -6285698.500000 Penalty: 5457.619629
	Iteration 64F: 3 clusters Score -6285698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Entering Unmasked Estep 
Score: -292805.968750 Penalty: 1954.907715
	Iteration 0F: 2 clusters Score -292806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -289748.375000 Penalty: 3909.815430
	Iteration 0F: 3 clusters Score -289748.4 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -290344.937500 Penalty: 3909.815430
	Iteration 1F: 3 clusters Score -290344.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -290490.093750 Penalty: 3909.815430
	Iteration 2F: 3 clusters Score -290490.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -290582.125000 Penalty: 3909.815430
	Iteration 3Q: 3 clusters Score -290582.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -290653.125000 Penalty: 3909.815430
	Iteration 4Q: 3 clusters Score -290653.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -290702.812500 Penalty: 3909.815430
	Iteration 5Q: 3 clusters Score -290702.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -290730.781250 Penalty: 3909.815430
	Iteration 6Q: 3 clusters Score -290730.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -290745.562500 Penalty: 3909.815430
	Iteration 7Q: 3 clusters Score -290745.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -290754.375000 Penalty: 3909.815430
	Iteration 8Q: 3 clusters Score -290754.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -290760.656250 Penalty: 3909.815430
	Iteration 9Q: 3 clusters Score -290760.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -290765.718750 Penalty: 3909.815430
	Iteration 10Q: 3 clusters Score -290765.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -290770.250000 Penalty: 3909.815430
	Iteration 11Q: 3 clusters Score -290770.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -290774.156250 Penalty: 3909.815430
	Iteration 12Q: 3 clusters Score -290774.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -290775.718750 Penalty: 3909.815430
	Iteration 13Q: 3 clusters Score -290775.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -290777.218750 Penalty: 3909.815430
	Iteration 14Q: 3 clusters Score -290777.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -290778.750000 Penalty: 3909.815430
	Iteration 15Q: 3 clusters Score -290778.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -290779.281250 Penalty: 3909.815430
	Iteration 16Q: 3 clusters Score -290779.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -290779.281250 Penalty: 3909.815430
	Iteration 17F: 3 clusters Score -290779.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Entering Unmasked Estep 
Score: -623048.500000 Penalty: 2148.815430
	Iteration 0F: 2 clusters Score -623048.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -618063.937500 Penalty: 4297.630859
	Iteration 0F: 3 clusters Score -618063.9 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -619212.125000 Penalty: 4297.630859
	Iteration 1F: 3 clusters Score -619212.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -619422.687500 Penalty: 4297.630859
	Iteration 2F: 3 clusters Score -619422.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -619594.312500 Penalty: 4297.630859
	Iteration 3Q: 3 clusters Score -619594.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -619735.625000 Penalty: 4297.630859
	Iteration 4Q: 3 clusters Score -619735.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -619850.875000 Penalty: 4297.630859
	Iteration 5Q: 3 clusters Score -619850.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -619959.625000 Penalty: 4297.630859
	Iteration 6Q: 3 clusters Score -619959.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -620078.937500 Penalty: 4297.630859
	Iteration 7Q: 3 clusters Score -620078.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -620211.687500 Penalty: 4297.630859
	Iteration 8Q: 3 clusters Score -620211.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -620359.625000 Penalty: 4297.630859
	Iteration 9Q: 3 clusters Score -620359.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -620527.937500 Penalty: 4297.630859
	Iteration 10Q: 3 clusters Score -620527.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -620746.312500 Penalty: 4297.630859
	Iteration 11Q: 3 clusters Score -620746.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -620994.187500 Penalty: 4297.630859
	Iteration 12Q: 3 clusters Score -620994.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -621209.000000 Penalty: 4297.630859
	Iteration 13Q: 3 clusters Score -621209 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -621358.812500 Penalty: 4297.630859
	Iteration 14Q: 3 clusters Score -621358.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -621468.625000 Penalty: 4297.630859
	Iteration 15Q: 3 clusters Score -621468.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -621553.687500 Penalty: 4297.630859
	Iteration 16Q: 3 clusters Score -621553.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -621631.750000 Penalty: 4297.630859
	Iteration 17Q: 3 clusters Score -621631.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -621724.000000 Penalty: 4297.630859
	Iteration 18Q: 3 clusters Score -621724 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -621805.250000 Penalty: 4297.630859
	Iteration 19Q: 3 clusters Score -621805.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -621921.000000 Penalty: 4297.630859
	Iteration 20F: 3 clusters Score -621921 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -622149.687500 Penalty: 4297.630859
	Iteration 21Q: 3 clusters Score -622149.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -622543.437500 Penalty: 4297.630859
	Iteration 22Q: 3 clusters Score -622543.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -622838.062500 Penalty: 4297.630859
	Iteration 23Q: 3 clusters Score -622838.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -622916.312500 Penalty: 4297.630859
	Iteration 24Q: 3 clusters Score -622916.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -622955.687500 Penalty: 4297.630859
	Iteration 25Q: 3 clusters Score -622955.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -622992.687500 Penalty: 4297.630859
	Iteration 26Q: 3 clusters Score -622992.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -623028.687500 Penalty: 4297.630859
	Iteration 27Q: 3 clusters Score -623028.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -623065.500000 Penalty: 4297.630859
	Iteration 28Q: 3 clusters Score -623065.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -623097.625000 Penalty: 4297.630859
	Iteration 29Q: 3 clusters Score -623097.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -623130.125000 Penalty: 4297.630859
	Iteration 30Q: 3 clusters Score -623130.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -623155.500000 Penalty: 4297.630859
	Iteration 31Q: 3 clusters Score -623155.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -623177.750000 Penalty: 4297.630859
	Iteration 32Q: 3 clusters Score -623177.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -623196.500000 Penalty: 4297.630859
	Iteration 33Q: 3 clusters Score -623196.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -623210.375000 Penalty: 4297.630859
	Iteration 34Q: 3 clusters Score -623210.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -623220.812500 Penalty: 4297.630859
	Iteration 35Q: 3 clusters Score -623220.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -623228.000000 Penalty: 4297.630859
	Iteration 36Q: 3 clusters Score -623228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -623235.937500 Penalty: 4297.630859
	Iteration 37Q: 3 clusters Score -623235.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -623241.875000 Penalty: 4297.630859
	Iteration 38Q: 3 clusters Score -623241.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -623246.312500 Penalty: 4297.630859
	Iteration 39Q: 3 clusters Score -623246.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -623251.750000 Penalty: 4297.630859
	Iteration 40F: 3 clusters Score -623251.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -623251.625000 Penalty: 4297.630859
	Iteration 41Q: 3 clusters Score -623251.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -623253.875000 Penalty: 4297.630859
	Iteration 42Q: 3 clusters Score -623253.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -623257.687500 Penalty: 4297.630859
	Iteration 43Q: 3 clusters Score -623257.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -623257.375000 Penalty: 4297.630859
	Iteration 44Q: 3 clusters Score -623257.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -623258.187500 Penalty: 4297.630859
	Iteration 45Q: 3 clusters Score -623258.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -623258.187500 Penalty: 4297.630859
	Iteration 46F: 3 clusters Score -623258.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156947 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11867 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24813 members 
Mstep: Class 6 contains 72591 members 
Mstep: Class 7 contains 12175 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182209 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60070 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 3568 members 
Mstep: Class 14 contains 43748 members 
Mstep: Class 15 contains 12206 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25162 members 
Mstep: Class 18 contains 104070 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38592 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9020 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14284 members 
Mstep: Class 29 contains 22765 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13462 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67926 members 
Mstep: Class 34 contains 26189 members 
Mstep: Class 35 contains 15215 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18932 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14154 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18807 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33326 members 
Mstep: Class 52 contains 7787 members 
Mstep: Class 53 contains 2226 members 
Entering Unmasked Estep 
Score: -115180888.000000 Penalty: 182896.359375
Splitting cluster 13 changes total score from -115181952.000000 to -115180888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (43748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Entering Unmasked Estep 
Score: -4493361.500000 Penalty: 2650.177979
	Iteration 0F: 2 clusters Score -4493362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -4463890.500000 Penalty: 5300.355957
	Iteration 0F: 3 clusters Score -4463890 nChanged 20026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -4475518.000000 Penalty: 5300.355957
	Iteration 1F: 3 clusters Score -4475518 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -4476719.000000 Penalty: 5300.355957
	Iteration 2F: 3 clusters Score -4476719 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -4478101.000000 Penalty: 5300.355957
	Iteration 3F: 3 clusters Score -4478101 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -4479637.500000 Penalty: 5300.355957
	Iteration 4F: 3 clusters Score -4479638 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -4481388.000000 Penalty: 5300.355957
	Iteration 5F: 3 clusters Score -4481388 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -4483226.500000 Penalty: 5300.355957
	Iteration 6F: 3 clusters Score -4483226 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -4485093.000000 Penalty: 5300.355957
	Iteration 7F: 3 clusters Score -4485093 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -4486871.500000 Penalty: 5300.355957
	Iteration 8F: 3 clusters Score -4486872 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31286 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -4488263.000000 Penalty: 5300.355957
	Iteration 9Q: 3 clusters Score -4488263 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -4489055.500000 Penalty: 5300.355957
	Iteration 10Q: 3 clusters Score -4489056 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -4489506.500000 Penalty: 5300.355957
	Iteration 11Q: 3 clusters Score -4489506 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -4489700.000000 Penalty: 5300.355957
	Iteration 12Q: 3 clusters Score -4489700 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31415 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -4489809.000000 Penalty: 5300.355957
	Iteration 13Q: 3 clusters Score -4489809 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -4489891.000000 Penalty: 5300.355957
	Iteration 14Q: 3 clusters Score -4489891 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -4489926.000000 Penalty: 5300.355957
	Iteration 15Q: 3 clusters Score -4489926 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31339 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -4489949.000000 Penalty: 5300.355957
	Iteration 16Q: 3 clusters Score -4489949 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -4489983.500000 Penalty: 5300.355957
	Iteration 17Q: 3 clusters Score -4489984 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -4489986.000000 Penalty: 5300.355957
	Iteration 18Q: 3 clusters Score -4489986 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31289 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -4490001.000000 Penalty: 5300.355957
	Iteration 19Q: 3 clusters Score -4490001 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -4490010.000000 Penalty: 5300.355957
	Iteration 20F: 3 clusters Score -4490010 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -4490034.500000 Penalty: 5300.355957
	Iteration 21Q: 3 clusters Score -4490034 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31266 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -4490037.500000 Penalty: 5300.355957
	Iteration 22Q: 3 clusters Score -4490038 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -4490045.000000 Penalty: 5300.355957
	Iteration 23Q: 3 clusters Score -4490045 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -4490048.500000 Penalty: 5300.355957
	Iteration 24Q: 3 clusters Score -4490048 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -4490056.000000 Penalty: 5300.355957
	Iteration 25Q: 3 clusters Score -4490056 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -4490064.000000 Penalty: 5300.355957
	Iteration 26Q: 3 clusters Score -4490064 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -4490057.500000 Penalty: 5300.355957
	Iteration 27Q: 3 clusters Score -4490058 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31249 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -4490069.000000 Penalty: 5300.355957
	Iteration 28Q: 3 clusters Score -4490069 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -4490062.000000 Penalty: 5300.355957
	Iteration 29Q: 3 clusters Score -4490062 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -4490058.500000 Penalty: 5300.355957
	Iteration 30Q: 3 clusters Score -4490058 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -4490062.500000 Penalty: 5300.355957
	Iteration 31Q: 3 clusters Score -4490062 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -4490067.000000 Penalty: 5300.355957
	Iteration 32Q: 3 clusters Score -4490067 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -4490075.500000 Penalty: 5300.355957
	Iteration 33Q: 3 clusters Score -4490076 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -4490077.000000 Penalty: 5300.355957
	Iteration 34Q: 3 clusters Score -4490077 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -4490073.500000 Penalty: 5300.355957
	Iteration 35Q: 3 clusters Score -4490074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -4490065.500000 Penalty: 5300.355957
	Iteration 36Q: 3 clusters Score -4490066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -4490062.000000 Penalty: 5300.355957
	Iteration 37Q: 3 clusters Score -4490062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -4490070.000000 Penalty: 5300.355957
	Iteration 38Q: 3 clusters Score -4490070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31290 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -4490071.500000 Penalty: 5300.355957
	Iteration 39Q: 3 clusters Score -4490072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -4490075.500000 Penalty: 5300.355957
	Iteration 40F: 3 clusters Score -4490076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -4490077.000000 Penalty: 5300.355957
	Iteration 41Q: 3 clusters Score -4490077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -4490069.500000 Penalty: 5300.355957
	Iteration 42Q: 3 clusters Score -4490070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -4490069.000000 Penalty: 5300.355957
	Iteration 43Q: 3 clusters Score -4490069 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31301 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -4490072.500000 Penalty: 5300.355957
	Iteration 44Q: 3 clusters Score -4490072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -4490072.000000 Penalty: 5300.355957
	Iteration 45Q: 3 clusters Score -4490072 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31290 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -4490073.500000 Penalty: 5300.355957
	Iteration 46Q: 3 clusters Score -4490074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -4490076.000000 Penalty: 5300.355957
	Iteration 47Q: 3 clusters Score -4490076 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -4490072.500000 Penalty: 5300.355957
	Iteration 48Q: 3 clusters Score -4490072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -4490072.000000 Penalty: 5300.355957
	Iteration 49Q: 3 clusters Score -4490072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -4490072.000000 Penalty: 5300.355957
	Iteration 50Q: 3 clusters Score -4490072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -4490077.000000 Penalty: 5300.355957
	Iteration 51Q: 3 clusters Score -4490077 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31245 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -4490081.500000 Penalty: 5300.355957
	Iteration 52Q: 3 clusters Score -4490082 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -4490082.000000 Penalty: 5300.355957
	Iteration 53Q: 3 clusters Score -4490082 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -4490080.000000 Penalty: 5300.355957
	Iteration 54Q: 3 clusters Score -4490080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31230 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -4490080.000000 Penalty: 5300.355957
	Iteration 55Q: 3 clusters Score -4490080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -4490083.500000 Penalty: 5300.355957
	Iteration 56Q: 3 clusters Score -4490084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -4490081.000000 Penalty: 5300.355957
	Iteration 57Q: 3 clusters Score -4490081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -4490085.000000 Penalty: 5300.355957
	Iteration 58Q: 3 clusters Score -4490085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -4490082.500000 Penalty: 5300.355957
	Iteration 59Q: 3 clusters Score -4490082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -4490081.500000 Penalty: 5300.355957
	Iteration 60F: 3 clusters Score -4490082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -4490079.500000 Penalty: 5300.355957
	Iteration 61Q: 3 clusters Score -4490080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -4490079.500000 Penalty: 5300.355957
	Iteration 62F: 3 clusters Score -4490080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Entering Unmasked Estep 
Score: -1344440.000000 Penalty: 2333.601562
	Iteration 0F: 2 clusters Score -1344440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1335348.250000 Penalty: 4667.203125
	Iteration 0F: 3 clusters Score -1335348 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1338118.750000 Penalty: 4667.203125
	Iteration 1F: 3 clusters Score -1338119 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1338469.250000 Penalty: 4667.203125
	Iteration 2F: 3 clusters Score -1338469 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1338780.875000 Penalty: 4667.203125
	Iteration 3F: 3 clusters Score -1338781 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1339128.750000 Penalty: 4667.203125
	Iteration 4F: 3 clusters Score -1339129 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1339561.125000 Penalty: 4667.203125
	Iteration 5F: 3 clusters Score -1339561 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1339990.875000 Penalty: 4667.203125
	Iteration 6F: 3 clusters Score -1339991 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1340390.625000 Penalty: 4667.203125
	Iteration 7F: 3 clusters Score -1340391 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1340730.000000 Penalty: 4667.203125
	Iteration 8F: 3 clusters Score -1340730 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1341024.875000 Penalty: 4667.203125
	Iteration 9Q: 3 clusters Score -1341025 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1341244.875000 Penalty: 4667.203125
	Iteration 10Q: 3 clusters Score -1341245 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1341396.875000 Penalty: 4667.203125
	Iteration 11Q: 3 clusters Score -1341397 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1341511.750000 Penalty: 4667.203125
	Iteration 12Q: 3 clusters Score -1341512 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1341586.625000 Penalty: 4667.203125
	Iteration 13Q: 3 clusters Score -1341587 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1341653.250000 Penalty: 4667.203125
	Iteration 14Q: 3 clusters Score -1341653 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1341705.750000 Penalty: 4667.203125
	Iteration 15Q: 3 clusters Score -1341706 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1341741.125000 Penalty: 4667.203125
	Iteration 16Q: 3 clusters Score -1341741 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1341768.750000 Penalty: 4667.203125
	Iteration 17Q: 3 clusters Score -1341769 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1341797.500000 Penalty: 4667.203125
	Iteration 18Q: 3 clusters Score -1341798 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1341810.375000 Penalty: 4667.203125
	Iteration 19Q: 3 clusters Score -1341810 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1341837.250000 Penalty: 4667.203125
	Iteration 20F: 3 clusters Score -1341837 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1341858.250000 Penalty: 4667.203125
	Iteration 21Q: 3 clusters Score -1341858 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1341879.250000 Penalty: 4667.203125
	Iteration 22Q: 3 clusters Score -1341879 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1341900.125000 Penalty: 4667.203125
	Iteration 23Q: 3 clusters Score -1341900 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1341904.000000 Penalty: 4667.203125
	Iteration 24Q: 3 clusters Score -1341904 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1341923.875000 Penalty: 4667.203125
	Iteration 25Q: 3 clusters Score -1341924 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1341936.250000 Penalty: 4667.203125
	Iteration 26Q: 3 clusters Score -1341936 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1341942.875000 Penalty: 4667.203125
	Iteration 27Q: 3 clusters Score -1341943 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1341955.125000 Penalty: 4667.203125
	Iteration 28Q: 3 clusters Score -1341955 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1341965.625000 Penalty: 4667.203125
	Iteration 29Q: 3 clusters Score -1341966 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1341970.250000 Penalty: 4667.203125
	Iteration 30Q: 3 clusters Score -1341970 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1341979.125000 Penalty: 4667.203125
	Iteration 31Q: 3 clusters Score -1341979 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1341988.125000 Penalty: 4667.203125
	Iteration 32Q: 3 clusters Score -1341988 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1341995.250000 Penalty: 4667.203125
	Iteration 33Q: 3 clusters Score -1341995 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1342008.000000 Penalty: 4667.203125
	Iteration 34Q: 3 clusters Score -1342008 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1342021.250000 Penalty: 4667.203125
	Iteration 35Q: 3 clusters Score -1342021 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1342028.750000 Penalty: 4667.203125
	Iteration 36Q: 3 clusters Score -1342029 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1342036.375000 Penalty: 4667.203125
	Iteration 37Q: 3 clusters Score -1342036 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1342046.000000 Penalty: 4667.203125
	Iteration 38Q: 3 clusters Score -1342046 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1342050.625000 Penalty: 4667.203125
	Iteration 39Q: 3 clusters Score -1342051 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1342058.375000 Penalty: 4667.203125
	Iteration 40F: 3 clusters Score -1342058 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1342068.375000 Penalty: 4667.203125
	Iteration 41Q: 3 clusters Score -1342068 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1342073.375000 Penalty: 4667.203125
	Iteration 42Q: 3 clusters Score -1342073 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1342079.875000 Penalty: 4667.203125
	Iteration 43Q: 3 clusters Score -1342080 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1342082.250000 Penalty: 4667.203125
	Iteration 44Q: 3 clusters Score -1342082 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1342093.750000 Penalty: 4667.203125
	Iteration 45Q: 3 clusters Score -1342094 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1342098.125000 Penalty: 4667.203125
	Iteration 46Q: 3 clusters Score -1342098 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1342105.875000 Penalty: 4667.203125
	Iteration 47Q: 3 clusters Score -1342106 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1342112.875000 Penalty: 4667.203125
	Iteration 48Q: 3 clusters Score -1342113 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1342124.375000 Penalty: 4667.203125
	Iteration 49Q: 3 clusters Score -1342124 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1342129.250000 Penalty: 4667.203125
	Iteration 50Q: 3 clusters Score -1342129 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1342143.625000 Penalty: 4667.203125
	Iteration 51Q: 3 clusters Score -1342144 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1342159.625000 Penalty: 4667.203125
	Iteration 52Q: 3 clusters Score -1342160 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1342173.000000 Penalty: 4667.203125
	Iteration 53Q: 3 clusters Score -1342173 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1342189.125000 Penalty: 4667.203125
	Iteration 54Q: 3 clusters Score -1342189 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1342203.750000 Penalty: 4667.203125
	Iteration 55Q: 3 clusters Score -1342204 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1342217.000000 Penalty: 4667.203125
	Iteration 56Q: 3 clusters Score -1342217 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1342236.750000 Penalty: 4667.203125
	Iteration 57Q: 3 clusters Score -1342237 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1342249.375000 Penalty: 4667.203125
	Iteration 58Q: 3 clusters Score -1342249 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1342271.875000 Penalty: 4667.203125
	Iteration 59Q: 3 clusters Score -1342272 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1342290.250000 Penalty: 4667.203125
	Iteration 60F: 3 clusters Score -1342290 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1342320.125000 Penalty: 4667.203125
	Iteration 61Q: 3 clusters Score -1342320 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1342345 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1342367.875000 Penalty: 4667.203125
	Iteration 63Q: 3 clusters Score -1342368 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1342391.375000 Penalty: 4667.203125
	Iteration 64Q: 3 clusters Score -1342391 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1342413.875000 Penalty: 4667.203125
	Iteration 65Q: 3 clusters Score -1342414 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1342428.125000 Penalty: 4667.203125
	Iteration 66Q: 3 clusters Score -1342428 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1342441.375000 Penalty: 4667.203125
	Iteration 67Q: 3 clusters Score -1342441 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1342454.625000 Penalty: 4667.203125
	Iteration 68Q: 3 clusters Score -1342455 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1342464.125000 Penalty: 4667.203125
	Iteration 69Q: 3 clusters Score -1342464 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1342477.375000 Penalty: 4667.203125
	Iteration 70Q: 3 clusters Score -1342477 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1342494.625000 Penalty: 4667.203125
	Iteration 71Q: 3 clusters Score -1342495 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1342504.875000 Penalty: 4667.203125
	Iteration 72Q: 3 clusters Score -1342505 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1342507.000000 Penalty: 4667.203125
	Iteration 73Q: 3 clusters Score -1342507 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1342516.875000 Penalty: 4667.203125
	Iteration 74Q: 3 clusters Score -1342517 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1342525.875000 Penalty: 4667.203125
	Iteration 75Q: 3 clusters Score -1342526 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1342529.500000 Penalty: 4667.203125
	Iteration 76Q: 3 clusters Score -1342530 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1342538.000000 Penalty: 4667.203125
	Iteration 77Q: 3 clusters Score -1342538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1342541.125000 Penalty: 4667.203125
	Iteration 78Q: 3 clusters Score -1342541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1342544.875000 Penalty: 4667.203125
	Iteration 79Q: 3 clusters Score -1342545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1342544.000000 Penalty: 4667.203125
	Iteration 80F: 3 clusters Score -1342544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1342550.750000 Penalty: 4667.203125
	Iteration 81Q: 3 clusters Score -1342551 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1342550.250000 Penalty: 4667.203125
	Iteration 82Q: 3 clusters Score -1342550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1342552.375000 Penalty: 4667.203125
	Iteration 83Q: 3 clusters Score -1342552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1342556.875000 Penalty: 4667.203125
	Iteration 84Q: 3 clusters Score -1342557 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1342560.375000 Penalty: 4667.203125
	Iteration 85Q: 3 clusters Score -1342560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1342565.625000 Penalty: 4667.203125
	Iteration 86Q: 3 clusters Score -1342566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1342568.500000 Penalty: 4667.203125
	Iteration 87Q: 3 clusters Score -1342568 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1342572.750000 Penalty: 4667.203125
	Iteration 88Q: 3 clusters Score -1342573 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1342580.875000 Penalty: 4667.203125
	Iteration 89Q: 3 clusters Score -1342581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1342584.750000 Penalty: 4667.203125
	Iteration 90Q: 3 clusters Score -1342585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1342586.500000 Penalty: 4667.203125
	Iteration 91Q: 3 clusters Score -1342586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1342586.500000 Penalty: 4667.203125
	Iteration 92Q: 3 clusters Score -1342586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1342588.750000 Penalty: 4667.203125
	Iteration 93Q: 3 clusters Score -1342589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1342586.875000 Penalty: 4667.203125
	Iteration 94Q: 3 clusters Score -1342587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1342588.625000 Penalty: 4667.203125
	Iteration 95Q: 3 clusters Score -1342589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1342588.500000 Penalty: 4667.203125
	Iteration 96Q: 3 clusters Score -1342588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1342588.375000 Penalty: 4667.203125
	Iteration 97Q: 3 clusters Score -1342588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1342590.625000 Penalty: 4667.203125
	Iteration 98Q: 3 clusters Score -1342591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1342593.125000 Penalty: 4667.203125
	Iteration 99Q: 3 clusters Score -1342593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1342593.750000 Penalty: 4667.203125
	Iteration 100F: 3 clusters Score -1342594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1342596.000000 Penalty: 4667.203125
	Iteration 101Q: 3 clusters Score -1342596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1342595.000000 Penalty: 4667.203125
	Iteration 102Q: 3 clusters Score -1342595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1342597.750000 Penalty: 4667.203125
	Iteration 103Q: 3 clusters Score -1342598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1342594.250000 Penalty: 4667.203125
	Iteration 104Q: 3 clusters Score -1342594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1342600.750000 Penalty: 4667.203125
	Iteration 105Q: 3 clusters Score -1342601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1342601.125000 Penalty: 4667.203125
	Iteration 106Q: 3 clusters Score -1342601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1342601.375000 Penalty: 4667.203125
	Iteration 107Q: 3 clusters Score -1342601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1342604.000000 Penalty: 4667.203125
	Iteration 108Q: 3 clusters Score -1342604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1342603.250000 Penalty: 4667.203125
	Iteration 109Q: 3 clusters Score -1342603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1342605.625000 Penalty: 4667.203125
	Iteration 110Q: 3 clusters Score -1342606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1342603.125000 Penalty: 4667.203125
	Iteration 111Q: 3 clusters Score -1342603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1342603.625000 Penalty: 4667.203125
	Iteration 112Q: 3 clusters Score -1342604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1342605.375000 Penalty: 4667.203125
	Iteration 113Q: 3 clusters Score -1342605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1342605.625000 Penalty: 4667.203125
	Iteration 114Q: 3 clusters Score -1342606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1342610.875000 Penalty: 4667.203125
	Iteration 115Q: 3 clusters Score -1342611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1342612.500000 Penalty: 4667.203125
	Iteration 116Q: 3 clusters Score -1342612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1342611.750000 Penalty: 4667.203125
	Iteration 117Q: 3 clusters Score -1342612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1342615.875000 Penalty: 4667.203125
	Iteration 118Q: 3 clusters Score -1342616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1342620.875000 Penalty: 4667.203125
	Iteration 119Q: 3 clusters Score -1342621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1342619.250000 Penalty: 4667.203125
	Iteration 120F: 3 clusters Score -1342619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1342622.625000 Penalty: 4667.203125
	Iteration 121Q: 3 clusters Score -1342623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1342621.500000 Penalty: 4667.203125
	Iteration 122Q: 3 clusters Score -1342622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1342621.375000 Penalty: 4667.203125
	Iteration 123Q: 3 clusters Score -1342621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1342620.625000 Penalty: 4667.203125
	Iteration 124Q: 3 clusters Score -1342621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1342620.625000 Penalty: 4667.203125
	Iteration 125Q: 3 clusters Score -1342621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1342620.625000 Penalty: 4667.203125
	Iteration 126F: 3 clusters Score -1342621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Entering Unmasked Estep 
Score: -825051.750000 Penalty: 2213.940918
	Iteration 0F: 2 clusters Score -825051.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -818861.937500 Penalty: 4427.881836
	Iteration 0F: 3 clusters Score -818861.9 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -820658.562500 Penalty: 4427.881836
	Iteration 1F: 3 clusters Score -820658.6 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -821004.062500 Penalty: 4427.881836
	Iteration 2F: 3 clusters Score -821004.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -821257.875000 Penalty: 4427.881836
	Iteration 3F: 3 clusters Score -821257.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -821425.062500 Penalty: 4427.881836
	Iteration 4Q: 3 clusters Score -821425.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -821582.625000 Penalty: 4427.881836
	Iteration 5Q: 3 clusters Score -821582.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -821711.125000 Penalty: 4427.881836
	Iteration 6Q: 3 clusters Score -821711.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -821833.062500 Penalty: 4427.881836
	Iteration 7Q: 3 clusters Score -821833.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -821963.312500 Penalty: 4427.881836
	Iteration 8Q: 3 clusters Score -821963.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -822127.937500 Penalty: 4427.881836
	Iteration 9Q: 3 clusters Score -822127.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -822296.500000 Penalty: 4427.881836
	Iteration 10Q: 3 clusters Score -822296.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -822463.375000 Penalty: 4427.881836
	Iteration 11Q: 3 clusters Score -822463.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -822655.687500 Penalty: 4427.881836
	Iteration 12Q: 3 clusters Score -822655.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -822836.687500 Penalty: 4427.881836
	Iteration 13Q: 3 clusters Score -822836.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -823029.812500 Penalty: 4427.881836
	Iteration 14Q: 3 clusters Score -823029.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -823184.687500 Penalty: 4427.881836
	Iteration 15Q: 3 clusters Score -823184.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -823340.562500 Penalty: 4427.881836
	Iteration 16Q: 3 clusters Score -823340.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -823487.125000 Penalty: 4427.881836
	Iteration 17Q: 3 clusters Score -823487.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -823606.750000 Penalty: 4427.881836
	Iteration 18Q: 3 clusters Score -823606.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -823682.500000 Penalty: 4427.881836
	Iteration 19Q: 3 clusters Score -823682.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -823729.750000 Penalty: 4427.881836
	Iteration 20F: 3 clusters Score -823729.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -823762.937500 Penalty: 4427.881836
	Iteration 21Q: 3 clusters Score -823762.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -823788.062500 Penalty: 4427.881836
	Iteration 22Q: 3 clusters Score -823788.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -823806.125000 Penalty: 4427.881836
	Iteration 23Q: 3 clusters Score -823806.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -823821.125000 Penalty: 4427.881836
	Iteration 24Q: 3 clusters Score -823821.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -823834.812500 Penalty: 4427.881836
	Iteration 25Q: 3 clusters Score -823834.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -823844.687500 Penalty: 4427.881836
	Iteration 26Q: 3 clusters Score -823844.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -823855.687500 Penalty: 4427.881836
	Iteration 27Q: 3 clusters Score -823855.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -823865.812500 Penalty: 4427.881836
	Iteration 28Q: 3 clusters Score -823865.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -823875.125000 Penalty: 4427.881836
	Iteration 29Q: 3 clusters Score -823875.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -823878.812500 Penalty: 4427.881836
	Iteration 30Q: 3 clusters Score -823878.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -823886.000000 Penalty: 4427.881836
	Iteration 31Q: 3 clusters Score -823886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -823889.812500 Penalty: 4427.881836
	Iteration 32Q: 3 clusters Score -823889.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -823902.500000 Penalty: 4427.881836
	Iteration 33Q: 3 clusters Score -823902.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -823912.125000 Penalty: 4427.881836
	Iteration 34Q: 3 clusters Score -823912.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -823923.250000 Penalty: 4427.881836
	Iteration 35Q: 3 clusters Score -823923.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -823931.312500 Penalty: 4427.881836
	Iteration 36Q: 3 clusters Score -823931.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -823935.500000 Penalty: 4427.881836
	Iteration 37Q: 3 clusters Score -823935.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -823941.875000 Penalty: 4427.881836
	Iteration 38Q: 3 clusters Score -823941.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -823946.625000 Penalty: 4427.881836
	Iteration 39Q: 3 clusters Score -823946.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -823950.812500 Penalty: 4427.881836
	Iteration 40F: 3 clusters Score -823950.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -823956.125000 Penalty: 4427.881836
	Iteration 41Q: 3 clusters Score -823956.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -823957.625000 Penalty: 4427.881836
	Iteration 42Q: 3 clusters Score -823957.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -823961.250000 Penalty: 4427.881836
	Iteration 43Q: 3 clusters Score -823961.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -823962.250000 Penalty: 4427.881836
	Iteration 44Q: 3 clusters Score -823962.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -823966.687500 Penalty: 4427.881836
	Iteration 45Q: 3 clusters Score -823966.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -823967.937500 Penalty: 4427.881836
	Iteration 46Q: 3 clusters Score -823967.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -823970.125000 Penalty: 4427.881836
	Iteration 47Q: 3 clusters Score -823970.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -823973.062500 Penalty: 4427.881836
	Iteration 48Q: 3 clusters Score -823973.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -823977.625000 Penalty: 4427.881836
	Iteration 49Q: 3 clusters Score -823977.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -823977.062500 Penalty: 4427.881836
	Iteration 50Q: 3 clusters Score -823977.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -823978.375000 Penalty: 4427.881836
	Iteration 51Q: 3 clusters Score -823978.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -823977.687500 Penalty: 4427.881836
	Iteration 52Q: 3 clusters Score -823977.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -823978.562500 Penalty: 4427.881836
	Iteration 53Q: 3 clusters Score -823978.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -823977.500000 Penalty: 4427.881836
	Iteration 54Q: 3 clusters Score -823977.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -823979.562500 Penalty: 4427.881836
	Iteration 55Q: 3 clusters Score -823979.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -823979.625000 Penalty: 4427.881836
	Iteration 56Q: 3 clusters Score -823979.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -823979.125000 Penalty: 4427.881836
	Iteration 57Q: 3 clusters Score -823979.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -823979.125000 Penalty: 4427.881836
	Iteration 58F: 3 clusters Score -823979.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Entering Unmasked Estep 
Score: -2592208.000000 Penalty: 2513.006348
	Iteration 0F: 2 clusters Score -2592208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -2574692.000000 Penalty: 5026.012695
	Iteration 0F: 3 clusters Score -2574692 nChanged 11285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -2580785.250000 Penalty: 5026.012695
	Iteration 1F: 3 clusters Score -2580785 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2581305.500000 Penalty: 5026.012695
	Iteration 2F: 3 clusters Score -2581306 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -2581882.750000 Penalty: 5026.012695
	Iteration 3F: 3 clusters Score -2581883 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -2582547.500000 Penalty: 5026.012695
	Iteration 4F: 3 clusters Score -2582548 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -2583274.000000 Penalty: 5026.012695
	Iteration 5F: 3 clusters Score -2583274 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -2584151.000000 Penalty: 5026.012695
	Iteration 6F: 3 clusters Score -2584151 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -2585177.500000 Penalty: 5026.012695
	Iteration 7F: 3 clusters Score -2585178 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -2586256.000000 Penalty: 5026.012695
	Iteration 8F: 3 clusters Score -2586256 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -2587192.000000 Penalty: 5026.012695
	Iteration 9Q: 3 clusters Score -2587192 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -2587961.250000 Penalty: 5026.012695
	Iteration 10Q: 3 clusters Score -2587961 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -2588494.500000 Penalty: 5026.012695
	Iteration 11Q: 3 clusters Score -2588494 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -2588826.500000 Penalty: 5026.012695
	Iteration 12Q: 3 clusters Score -2588826 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -2589028.000000 Penalty: 5026.012695
	Iteration 13Q: 3 clusters Score -2589028 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -2589190.750000 Penalty: 5026.012695
	Iteration 14Q: 3 clusters Score -2589191 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2589307.750000 Penalty: 5026.012695
	Iteration 15Q: 3 clusters Score -2589308 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2589409.750000 Penalty: 5026.012695
	Iteration 16Q: 3 clusters Score -2589410 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2589521.250000 Penalty: 5026.012695
	Iteration 17Q: 3 clusters Score -2589521 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2589603.500000 Penalty: 5026.012695
	Iteration 18Q: 3 clusters Score -2589604 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2589666.250000 Penalty: 5026.012695
	Iteration 19Q: 3 clusters Score -2589666 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2589735.750000 Penalty: 5026.012695
	Iteration 20F: 3 clusters Score -2589736 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2589786.500000 Penalty: 5026.012695
	Iteration 21Q: 3 clusters Score -2589786 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2589822.000000 Penalty: 5026.012695
	Iteration 22Q: 3 clusters Score -2589822 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2589871.500000 Penalty: 5026.012695
	Iteration 23Q: 3 clusters Score -2589872 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2589904.750000 Penalty: 5026.012695
	Iteration 24Q: 3 clusters Score -2589905 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2589934.750000 Penalty: 5026.012695
	Iteration 25Q: 3 clusters Score -2589935 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2589970.750000 Penalty: 5026.012695
	Iteration 26Q: 3 clusters Score -2589971 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2590001.250000 Penalty: 5026.012695
	Iteration 27Q: 3 clusters Score -2590001 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2590014.500000 Penalty: 5026.012695
	Iteration 28Q: 3 clusters Score -2590014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2590016.250000 Penalty: 5026.012695
	Iteration 29Q: 3 clusters Score -2590016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2590025.250000 Penalty: 5026.012695
	Iteration 30Q: 3 clusters Score -2590025 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2590033.750000 Penalty: 5026.012695
	Iteration 31Q: 3 clusters Score -2590034 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2590043.250000 Penalty: 5026.012695
	Iteration 32Q: 3 clusters Score -2590043 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2590042.750000 Penalty: 5026.012695
	Iteration 33Q: 3 clusters Score -2590043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2590046.250000 Penalty: 5026.012695
	Iteration 34Q: 3 clusters Score -2590046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2590049.500000 Penalty: 5026.012695
	Iteration 35Q: 3 clusters Score -2590050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2590059.000000 Penalty: 5026.012695
	Iteration 36Q: 3 clusters Score -2590059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2590065.250000 Penalty: 5026.012695
	Iteration 37Q: 3 clusters Score -2590065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2590067.250000 Penalty: 5026.012695
	Iteration 38Q: 3 clusters Score -2590067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2590072.250000 Penalty: 5026.012695
	Iteration 39Q: 3 clusters Score -2590072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2590078.500000 Penalty: 5026.012695
	Iteration 40F: 3 clusters Score -2590078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2590078.000000 Penalty: 5026.012695
	Iteration 41Q: 3 clusters Score -2590078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2590084.750000 Penalty: 5026.012695
	Iteration 42Q: 3 clusters Score -2590085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2590083.000000 Penalty: 5026.012695
	Iteration 43Q: 3 clusters Score -2590083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2590084.750000 Penalty: 5026.012695
	Iteration 44Q: 3 clusters Score -2590085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2590088.500000 Penalty: 5026.012695
	Iteration 45Q: 3 clusters Score -2590088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2590096.000000 Penalty: 5026.012695
	Iteration 46Q: 3 clusters Score -2590096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2590095.750000 Penalty: 5026.012695
	Iteration 47Q: 3 clusters Score -2590096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2590100.000000 Penalty: 5026.012695
	Iteration 48Q: 3 clusters Score -2590100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2590101.250000 Penalty: 5026.012695
	Iteration 49Q: 3 clusters Score -2590101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2590101.750000 Penalty: 5026.012695
	Iteration 50Q: 3 clusters Score -2590102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2590110.250000 Penalty: 5026.012695
	Iteration 51Q: 3 clusters Score -2590110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2590117.250000 Penalty: 5026.012695
	Iteration 52Q: 3 clusters Score -2590117 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2590130.000000 Penalty: 5026.012695
	Iteration 53Q: 3 clusters Score -2590130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2590136.000000 Penalty: 5026.012695
	Iteration 54Q: 3 clusters Score -2590136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2590140.500000 Penalty: 5026.012695
	Iteration 55Q: 3 clusters Score -2590140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2590150.750000 Penalty: 5026.012695
	Iteration 56Q: 3 clusters Score -2590151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2590154.250000 Penalty: 5026.012695
	Iteration 57Q: 3 clusters Score -2590154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2590157.000000 Penalty: 5026.012695
	Iteration 58Q: 3 clusters Score -2590157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2590161.000000 Penalty: 5026.012695
	Iteration 59Q: 3 clusters Score -2590161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2590160.250000 Penalty: 5026.012695
	Iteration 60F: 3 clusters Score -2590160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (104070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104070 members 
Entering Unmasked Estep 
Score: -11461214.000000 Penalty: 2865.099121
	Iteration 0F: 2 clusters Score -1.146121e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51949 members 
Mstep: Class 2 contains 52121 members 
Entering Unmasked Estep 
Score: -11391677.000000 Penalty: 5730.198242
	Iteration 0F: 3 clusters Score -1.139168e+07 nChanged 49313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51286 members 
Mstep: Class 2 contains 52784 members 
Entering Unmasked Estep 
Score: -11419496.000000 Penalty: 5730.198242
	Iteration 1F: 3 clusters Score -1.14195e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51035 members 
Mstep: Class 2 contains 53035 members 
Entering Unmasked Estep 
Score: -11420264.000000 Penalty: 5730.198242
	Iteration 2Q: 3 clusters Score -1.142026e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50714 members 
Mstep: Class 2 contains 53356 members 
Entering Unmasked Estep 
Score: -11421017.000000 Penalty: 5730.198242
	Iteration 3Q: 3 clusters Score -1.142102e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50316 members 
Mstep: Class 2 contains 53754 members 
Entering Unmasked Estep 
Score: -11421800.000000 Penalty: 5730.198242
	Iteration 4Q: 3 clusters Score -1.14218e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49684 members 
Mstep: Class 2 contains 54386 members 
Entering Unmasked Estep 
Score: -11422754.000000 Penalty: 5730.198242
	Iteration 5Q: 3 clusters Score -1.142275e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48819 members 
Mstep: Class 2 contains 55251 members 
Entering Unmasked Estep 
Score: -11423842.000000 Penalty: 5730.198242
	Iteration 6Q: 3 clusters Score -1.142384e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47575 members 
Mstep: Class 2 contains 56495 members 
Entering Unmasked Estep 
Score: -11425378.000000 Penalty: 5730.198242
	Iteration 7Q: 3 clusters Score -1.142538e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45822 members 
Mstep: Class 2 contains 58248 members 
Entering Unmasked Estep 
Score: -11427245.000000 Penalty: 5730.198242
	Iteration 8Q: 3 clusters Score -1.142724e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 60643 members 
Entering Unmasked Estep 
Score: -11429594.000000 Penalty: 5730.198242
	Iteration 9Q: 3 clusters Score -1.142959e+07 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 63853 members 
Entering Unmasked Estep 
Score: -11432291.000000 Penalty: 5730.198242
	Iteration 10Q: 3 clusters Score -1.143229e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 67940 members 
Entering Unmasked Estep 
Score: -11435414.000000 Penalty: 5730.198242
	Iteration 11F: 3 clusters Score -1.143541e+07 nChanged 5396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 72642 members 
Entering Unmasked Estep 
Score: -11438941.000000 Penalty: 5730.198242
	Iteration 12F: 3 clusters Score -1.143894e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 77691 members 
Entering Unmasked Estep 
Score: -11442523.000000 Penalty: 5730.198242
	Iteration 13F: 3 clusters Score -1.144252e+07 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 82978 members 
Entering Unmasked Estep 
Score: -11446134.000000 Penalty: 5730.198242
	Iteration 14F: 3 clusters Score -1.144613e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 87935 members 
Entering Unmasked Estep 
Score: -11449694.000000 Penalty: 5730.198242
	Iteration 15Q: 3 clusters Score -1.144969e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 92194 members 
Entering Unmasked Estep 
Score: -11452721.000000 Penalty: 5730.198242
	Iteration 16Q: 3 clusters Score -1.145272e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 95460 members 
Entering Unmasked Estep 
Score: -11455066.000000 Penalty: 5730.198242
	Iteration 17Q: 3 clusters Score -1.145507e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 97689 members 
Entering Unmasked Estep 
Score: -11456515.000000 Penalty: 5730.198242
	Iteration 18Q: 3 clusters Score -1.145652e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 99143 members 
Entering Unmasked Estep 
Score: -11457382.000000 Penalty: 5730.198242
	Iteration 19Q: 3 clusters Score -1.145738e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 100183 members 
Entering Unmasked Estep 
Score: -11457844.000000 Penalty: 5730.198242
	Iteration 20F: 3 clusters Score -1.145784e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 100871 members 
Entering Unmasked Estep 
Score: -11458198.000000 Penalty: 5730.198242
	Iteration 21Q: 3 clusters Score -1.14582e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 101354 members 
Entering Unmasked Estep 
Score: -11458418.000000 Penalty: 5730.198242
	Iteration 22Q: 3 clusters Score -1.145842e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 101656 members 
Entering Unmasked Estep 
Score: -11458510.000000 Penalty: 5730.198242
	Iteration 23Q: 3 clusters Score -1.145851e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 101865 members 
Entering Unmasked Estep 
Score: -11458624.000000 Penalty: 5730.198242
	Iteration 24Q: 3 clusters Score -1.145862e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 102019 members 
Entering Unmasked Estep 
Score: -11458696.000000 Penalty: 5730.198242
	Iteration 25Q: 3 clusters Score -1.14587e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 102166 members 
Entering Unmasked Estep 
Score: -11458751.000000 Penalty: 5730.198242
	Iteration 26Q: 3 clusters Score -1.145875e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 102272 members 
Entering Unmasked Estep 
Score: -11458806.000000 Penalty: 5730.198242
	Iteration 27Q: 3 clusters Score -1.145881e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 102341 members 
Entering Unmasked Estep 
Score: -11458845.000000 Penalty: 5730.198242
	Iteration 28Q: 3 clusters Score -1.145884e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 102381 members 
Entering Unmasked Estep 
Score: -11458880.000000 Penalty: 5730.198242
	Iteration 29Q: 3 clusters Score -1.145888e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 102422 members 
Entering Unmasked Estep 
Score: -11458889.000000 Penalty: 5730.198242
	Iteration 30Q: 3 clusters Score -1.145889e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 102449 members 
Entering Unmasked Estep 
Score: -11458890.000000 Penalty: 5730.198242
	Iteration 31Q: 3 clusters Score -1.145889e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 102473 members 
Entering Unmasked Estep 
Score: -11458900.000000 Penalty: 5730.198242
	Iteration 32Q: 3 clusters Score -1.14589e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 102496 members 
Entering Unmasked Estep 
Score: -11458898.000000 Penalty: 5730.198242
	Iteration 33Q: 3 clusters Score -1.14589e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 102523 members 
Entering Unmasked Estep 
Score: -11458925.000000 Penalty: 5730.198242
	Iteration 34Q: 3 clusters Score -1.145892e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 102548 members 
Entering Unmasked Estep 
Score: -11458929.000000 Penalty: 5730.198242
	Iteration 35Q: 3 clusters Score -1.145893e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 102574 members 
Entering Unmasked Estep 
Score: -11458933.000000 Penalty: 5730.198242
	Iteration 36Q: 3 clusters Score -1.145893e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 102586 members 
Entering Unmasked Estep 
Score: -11458938.000000 Penalty: 5730.198242
	Iteration 37Q: 3 clusters Score -1.145894e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 102599 members 
Entering Unmasked Estep 
Score: -11458956.000000 Penalty: 5730.198242
	Iteration 38Q: 3 clusters Score -1.145896e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 102607 members 
Entering Unmasked Estep 
Score: -11458953.000000 Penalty: 5730.198242
	Iteration 39Q: 3 clusters Score -1.145895e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 102615 members 
Entering Unmasked Estep 
Score: -11458963.000000 Penalty: 5730.198242
	Iteration 40F: 3 clusters Score -1.145896e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 102622 members 
Entering Unmasked Estep 
Score: -11458964.000000 Penalty: 5730.198242
	Iteration 41Q: 3 clusters Score -1.145896e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 102632 members 
Entering Unmasked Estep 
Score: -11458975.000000 Penalty: 5730.198242
	Iteration 42Q: 3 clusters Score -1.145898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 102639 members 
Entering Unmasked Estep 
Score: -11458972.000000 Penalty: 5730.198242
	Iteration 43Q: 3 clusters Score -1.145897e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 102647 members 
Entering Unmasked Estep 
Score: -11458974.000000 Penalty: 5730.198242
	Iteration 44Q: 3 clusters Score -1.145897e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 102656 members 
Entering Unmasked Estep 
Score: -11458970.000000 Penalty: 5730.198242
	Iteration 45Q: 3 clusters Score -1.145897e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 102663 members 
Entering Unmasked Estep 
Score: -11458974.000000 Penalty: 5730.198242
	Iteration 46Q: 3 clusters Score -1.145897e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 102670 members 
Entering Unmasked Estep 
Score: -11458966.000000 Penalty: 5730.198242
	Iteration 47Q: 3 clusters Score -1.145897e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 102678 members 
Entering Unmasked Estep 
Score: -11458973.000000 Penalty: 5730.198242
	Iteration 48Q: 3 clusters Score -1.145897e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 102684 members 
Entering Unmasked Estep 
Score: -11458978.000000 Penalty: 5730.198242
	Iteration 49Q: 3 clusters Score -1.145898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 102686 members 
Entering Unmasked Estep 
Score: -11458981.000000 Penalty: 5730.198242
	Iteration 50Q: 3 clusters Score -1.145898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 102687 members 
Entering Unmasked Estep 
Score: -11458985.000000 Penalty: 5730.198242
	Iteration 51Q: 3 clusters Score -1.145898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 102688 members 
Entering Unmasked Estep 
Score: -11458994.000000 Penalty: 5730.198242
	Iteration 52Q: 3 clusters Score -1.145899e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 102688 members 
Entering Unmasked Estep 
Score: -11458994.000000 Penalty: 5730.198242
	Iteration 53F: 3 clusters Score -1.145899e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Entering Unmasked Estep 
Score: -291465.031250 Penalty: 1987.062866
	Iteration 0F: 2 clusters Score -291465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -288223.750000 Penalty: 3974.125732
	Iteration 0F: 3 clusters Score -288223.8 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -289156.000000 Penalty: 3974.125732
	Iteration 1F: 3 clusters Score -289156 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -289626.500000 Penalty: 3974.125732
	Iteration 2F: 3 clusters Score -289626.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -290211.593750 Penalty: 3974.125732
	Iteration 3F: 3 clusters Score -290211.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -290598.968750 Penalty: 3974.125732
	Iteration 4F: 3 clusters Score -290599 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -290865.718750 Penalty: 3974.125732
	Iteration 5F: 3 clusters Score -290865.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -291067.500000 Penalty: 3974.125732
	Iteration 6F: 3 clusters Score -291067.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -291214.843750 Penalty: 3974.125732
	Iteration 7Q: 3 clusters Score -291214.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -291322.062500 Penalty: 3974.125732
	Iteration 8Q: 3 clusters Score -291322.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -291401.468750 Penalty: 3974.125732
	Iteration 9Q: 3 clusters Score -291401.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -291457.593750 Penalty: 3974.125732
	Iteration 10Q: 3 clusters Score -291457.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -291501.937500 Penalty: 3974.125732
	Iteration 11Q: 3 clusters Score -291501.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -291524.500000 Penalty: 3974.125732
	Iteration 12Q: 3 clusters Score -291524.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -291536.500000 Penalty: 3974.125732
	Iteration 13Q: 3 clusters Score -291536.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -291544.875000 Penalty: 3974.125732
	Iteration 14Q: 3 clusters Score -291544.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -291556.875000 Penalty: 3974.125732
	Iteration 15Q: 3 clusters Score -291556.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -291562.218750 Penalty: 3974.125732
	Iteration 16Q: 3 clusters Score -291562.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -291566.625000 Penalty: 3974.125732
	Iteration 17Q: 3 clusters Score -291566.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -291567.812500 Penalty: 3974.125732
	Iteration 18Q: 3 clusters Score -291567.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -291568.937500 Penalty: 3974.125732
	Iteration 19Q: 3 clusters Score -291568.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -291572.781250 Penalty: 3974.125732
	Iteration 20F: 3 clusters Score -291572.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -291574.125000 Penalty: 3974.125732
	Iteration 21Q: 3 clusters Score -291574.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -291574.593750 Penalty: 3974.125732
	Iteration 22Q: 3 clusters Score -291574.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -291576.406250 Penalty: 3974.125732
	Iteration 23Q: 3 clusters Score -291576.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -291581.500000 Penalty: 3974.125732
	Iteration 24Q: 3 clusters Score -291581.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -291585.250000 Penalty: 3974.125732
	Iteration 25Q: 3 clusters Score -291585.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -291587.250000 Penalty: 3974.125732
	Iteration 26Q: 3 clusters Score -291587.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -291593.500000 Penalty: 3974.125732
	Iteration 27Q: 3 clusters Score -291593.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -291598.718750 Penalty: 3974.125732
	Iteration 28Q: 3 clusters Score -291598.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -291606.156250 Penalty: 3974.125732
	Iteration 29Q: 3 clusters Score -291606.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -291612.531250 Penalty: 3974.125732
	Iteration 30Q: 3 clusters Score -291612.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -291618.718750 Penalty: 3974.125732
	Iteration 31Q: 3 clusters Score -291618.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -291621.468750 Penalty: 3974.125732
	Iteration 32Q: 3 clusters Score -291621.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -291626.843750 Penalty: 3974.125732
	Iteration 33Q: 3 clusters Score -291626.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -291633.250000 Penalty: 3974.125732
	Iteration 34Q: 3 clusters Score -291633.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -291636.125000 Penalty: 3974.125732
	Iteration 35Q: 3 clusters Score -291636.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -291640.250000 Penalty: 3974.125732
	Iteration 36Q: 3 clusters Score -291640.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -291641.718750 Penalty: 3974.125732
	Iteration 37Q: 3 clusters Score -291641.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -291642.281250 Penalty: 3974.125732
	Iteration 38Q: 3 clusters Score -291642.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -291642.281250 Penalty: 3974.125732
	Iteration 39F: 3 clusters Score -291642.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156947 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11867 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24813 members 
Mstep: Class 6 contains 72591 members 
Mstep: Class 7 contains 12175 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182209 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60070 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43748 members 
Mstep: Class 15 contains 12206 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25162 members 
Mstep: Class 18 contains 104070 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38592 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9020 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14284 members 
Mstep: Class 29 contains 22765 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13462 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67926 members 
Mstep: Class 34 contains 26189 members 
Mstep: Class 35 contains 15215 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18932 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14154 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18807 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33326 members 
Mstep: Class 52 contains 7787 members 
Mstep: Class 53 contains 271 members 
Entering Unmasked Estep 
Score: -115180568.000000 Penalty: 182896.359375
Splitting cluster 19 changes total score from -115181952.000000 to -115180568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (5604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Entering Unmasked Estep 
Score: -531479.500000 Penalty: 2140.546631
	Iteration 0F: 2 clusters Score -531479.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -526582.062500 Penalty: 4281.093262
	Iteration 0F: 3 clusters Score -526582.1 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -527910.187500 Penalty: 4281.093262
	Iteration 1F: 3 clusters Score -527910.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -528245.375000 Penalty: 4281.093262
	Iteration 2F: 3 clusters Score -528245.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -528540.250000 Penalty: 4281.093262
	Iteration 3F: 3 clusters Score -528540.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -528751.375000 Penalty: 4281.093262
	Iteration 4F: 3 clusters Score -528751.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -528936.250000 Penalty: 4281.093262
	Iteration 5Q: 3 clusters Score -528936.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -529109.437500 Penalty: 4281.093262
	Iteration 6Q: 3 clusters Score -529109.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -529278.562500 Penalty: 4281.093262
	Iteration 7Q: 3 clusters Score -529278.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -529438.875000 Penalty: 4281.093262
	Iteration 8Q: 3 clusters Score -529438.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -529539.250000 Penalty: 4281.093262
	Iteration 9Q: 3 clusters Score -529539.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -529611.312500 Penalty: 4281.093262
	Iteration 10Q: 3 clusters Score -529611.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -529678.375000 Penalty: 4281.093262
	Iteration 11Q: 3 clusters Score -529678.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -529736.687500 Penalty: 4281.093262
	Iteration 12Q: 3 clusters Score -529736.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -529780.437500 Penalty: 4281.093262
	Iteration 13Q: 3 clusters Score -529780.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -529840.250000 Penalty: 4281.093262
	Iteration 14Q: 3 clusters Score -529840.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -529895.062500 Penalty: 4281.093262
	Iteration 15Q: 3 clusters Score -529895.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -529934.375000 Penalty: 4281.093262
	Iteration 16Q: 3 clusters Score -529934.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -529972.187500 Penalty: 4281.093262
	Iteration 17Q: 3 clusters Score -529972.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -530004.312500 Penalty: 4281.093262
	Iteration 18Q: 3 clusters Score -530004.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -530020.625000 Penalty: 4281.093262
	Iteration 19Q: 3 clusters Score -530020.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -530032.625000 Penalty: 4281.093262
	Iteration 20F: 3 clusters Score -530032.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -530039.937500 Penalty: 4281.093262
	Iteration 21Q: 3 clusters Score -530039.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -530051.687500 Penalty: 4281.093262
	Iteration 22Q: 3 clusters Score -530051.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -530066.625000 Penalty: 4281.093262
	Iteration 23Q: 3 clusters Score -530066.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -530078.625000 Penalty: 4281.093262
	Iteration 24Q: 3 clusters Score -530078.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -530088.125000 Penalty: 4281.093262
	Iteration 25Q: 3 clusters Score -530088.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -530096.375000 Penalty: 4281.093262
	Iteration 26Q: 3 clusters Score -530096.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -530106.250000 Penalty: 4281.093262
	Iteration 27Q: 3 clusters Score -530106.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -530112.000000 Penalty: 4281.093262
	Iteration 28Q: 3 clusters Score -530112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -530116.312500 Penalty: 4281.093262
	Iteration 29Q: 3 clusters Score -530116.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -530119.937500 Penalty: 4281.093262
	Iteration 30Q: 3 clusters Score -530119.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -530121.250000 Penalty: 4281.093262
	Iteration 31Q: 3 clusters Score -530121.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -530124.312500 Penalty: 4281.093262
	Iteration 32Q: 3 clusters Score -530124.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -530125.250000 Penalty: 4281.093262
	Iteration 33Q: 3 clusters Score -530125.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -530126.000000 Penalty: 4281.093262
	Iteration 34Q: 3 clusters Score -530126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -530126.187500 Penalty: 4281.093262
	Iteration 35Q: 3 clusters Score -530126.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -530127.000000 Penalty: 4281.093262
	Iteration 36Q: 3 clusters Score -530127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -530127.000000 Penalty: 4281.093262
	Iteration 37F: 3 clusters Score -530127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Entering Unmasked Estep 
Score: -3938935.500000 Penalty: 2619.078613
	Iteration 0F: 2 clusters Score -3938936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -3912803.000000 Penalty: 5238.157227
	Iteration 0F: 3 clusters Score -3912803 nChanged 17624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -3922601.250000 Penalty: 5238.157227
	Iteration 1F: 3 clusters Score -3922601 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -3923599.250000 Penalty: 5238.157227
	Iteration 2F: 3 clusters Score -3923599 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -3924813.250000 Penalty: 5238.157227
	Iteration 3F: 3 clusters Score -3924813 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -3926231.250000 Penalty: 5238.157227
	Iteration 4F: 3 clusters Score -3926231 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -3927849.750000 Penalty: 5238.157227
	Iteration 5F: 3 clusters Score -3927850 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -3929466.000000 Penalty: 5238.157227
	Iteration 6F: 3 clusters Score -3929466 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -3930957.500000 Penalty: 5238.157227
	Iteration 7F: 3 clusters Score -3930958 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -3932101.000000 Penalty: 5238.157227
	Iteration 8F: 3 clusters Score -3932101 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -3932874.500000 Penalty: 5238.157227
	Iteration 9Q: 3 clusters Score -3932874 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -3933309.500000 Penalty: 5238.157227
	Iteration 10Q: 3 clusters Score -3933310 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -3933583.500000 Penalty: 5238.157227
	Iteration 11Q: 3 clusters Score -3933584 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -3933752.000000 Penalty: 5238.157227
	Iteration 12Q: 3 clusters Score -3933752 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -3933866.250000 Penalty: 5238.157227
	Iteration 13Q: 3 clusters Score -3933866 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -3933985.250000 Penalty: 5238.157227
	Iteration 14Q: 3 clusters Score -3933985 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -3934085.500000 Penalty: 5238.157227
	Iteration 15Q: 3 clusters Score -3934086 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -3934207.500000 Penalty: 5238.157227
	Iteration 16Q: 3 clusters Score -3934208 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -3934321.500000 Penalty: 5238.157227
	Iteration 17Q: 3 clusters Score -3934322 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -3934496.750000 Penalty: 5238.157227
	Iteration 18Q: 3 clusters Score -3934497 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -3934640.750000 Penalty: 5238.157227
	Iteration 19Q: 3 clusters Score -3934641 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 29416 members 
Entering Unmasked Estep 
Score: -3934811.250000 Penalty: 5238.157227
	Iteration 20F: 3 clusters Score -3934811 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -3934962.250000 Penalty: 5238.157227
	Iteration 21Q: 3 clusters Score -3934962 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -3935141.250000 Penalty: 5238.157227
	Iteration 22Q: 3 clusters Score -3935141 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 30781 members 
Entering Unmasked Estep 
Score: -3935346.750000 Penalty: 5238.157227
	Iteration 23Q: 3 clusters Score -3935347 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -3935506.750000 Penalty: 5238.157227
	Iteration 24Q: 3 clusters Score -3935507 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -3935709.500000 Penalty: 5238.157227
	Iteration 25Q: 3 clusters Score -3935710 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -3935871.750000 Penalty: 5238.157227
	Iteration 26Q: 3 clusters Score -3935872 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -3936047.750000 Penalty: 5238.157227
	Iteration 27Q: 3 clusters Score -3936048 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -3936197.500000 Penalty: 5238.157227
	Iteration 28Q: 3 clusters Score -3936198 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
Score: -3936366.500000 Penalty: 5238.157227
	Iteration 29Q: 3 clusters Score -3936366 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -3936480.750000 Penalty: 5238.157227
	Iteration 30Q: 3 clusters Score -3936481 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -3936592.000000 Penalty: 5238.157227
	Iteration 31Q: 3 clusters Score -3936592 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -3936707.000000 Penalty: 5238.157227
	Iteration 32Q: 3 clusters Score -3936707 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -3936804.500000 Penalty: 5238.157227
	Iteration 33Q: 3 clusters Score -3936804 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
Score: -3936909.750000 Penalty: 5238.157227
	Iteration 34Q: 3 clusters Score -3936910 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 34807 members 
Entering Unmasked Estep 
Score: -3937012.250000 Penalty: 5238.157227
	Iteration 35Q: 3 clusters Score -3937012 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 35024 members 
Entering Unmasked Estep 
Score: -3937113.750000 Penalty: 5238.157227
	Iteration 36Q: 3 clusters Score -3937114 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
Score: -3937202.750000 Penalty: 5238.157227
	Iteration 37Q: 3 clusters Score -3937203 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -3937269.000000 Penalty: 5238.157227
	Iteration 38Q: 3 clusters Score -3937269 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 35537 members 
Entering Unmasked Estep 
Score: -3937331.750000 Penalty: 5238.157227
	Iteration 39Q: 3 clusters Score -3937332 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 35700 members 
Entering Unmasked Estep 
Score: -3937430.000000 Penalty: 5238.157227
	Iteration 40F: 3 clusters Score -3937430 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
Score: -3937507.250000 Penalty: 5238.157227
	Iteration 41Q: 3 clusters Score -3937507 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -3937587.250000 Penalty: 5238.157227
	Iteration 42Q: 3 clusters Score -3937587 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
Score: -3937668.000000 Penalty: 5238.157227
	Iteration 43Q: 3 clusters Score -3937668 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -3937730.750000 Penalty: 5238.157227
	Iteration 44Q: 3 clusters Score -3937731 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 36347 members 
Entering Unmasked Estep 
Score: -3937774.000000 Penalty: 5238.157227
	Iteration 45Q: 3 clusters Score -3937774 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 36422 members 
Entering Unmasked Estep 
Score: -3937810.750000 Penalty: 5238.157227
	Iteration 46Q: 3 clusters Score -3937811 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 36487 members 
Entering Unmasked Estep 
Score: -3937841.750000 Penalty: 5238.157227
	Iteration 47Q: 3 clusters Score -3937842 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 36532 members 
Entering Unmasked Estep 
Score: -3937872.000000 Penalty: 5238.157227
	Iteration 48Q: 3 clusters Score -3937872 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -3937893.750000 Penalty: 5238.157227
	Iteration 49Q: 3 clusters Score -3937894 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 36609 members 
Entering Unmasked Estep 
Score: -3937920.500000 Penalty: 5238.157227
	Iteration 50Q: 3 clusters Score -3937920 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 36632 members 
Entering Unmasked Estep 
Score: -3937928.500000 Penalty: 5238.157227
	Iteration 51Q: 3 clusters Score -3937928 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -3937926.500000 Penalty: 5238.157227
	Iteration 52Q: 3 clusters Score -3937926 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 36673 members 
Entering Unmasked Estep 
Score: -3937938.500000 Penalty: 5238.157227
	Iteration 53Q: 3 clusters Score -3937938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 36683 members 
Entering Unmasked Estep 
Score: -3937938.750000 Penalty: 5238.157227
	Iteration 54Q: 3 clusters Score -3937939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 36687 members 
Entering Unmasked Estep 
Score: -3937942.750000 Penalty: 5238.157227
	Iteration 55Q: 3 clusters Score -3937943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 36690 members 
Entering Unmasked Estep 
Score: -3937935.000000 Penalty: 5238.157227
	Iteration 56Q: 3 clusters Score -3937935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -3937940.000000 Penalty: 5238.157227
	Iteration 57Q: 3 clusters Score -3937940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 36701 members 
Entering Unmasked Estep 
Score: -3937937.250000 Penalty: 5238.157227
	Iteration 58Q: 3 clusters Score -3937937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 36705 members 
Entering Unmasked Estep 
Score: -3937948.000000 Penalty: 5238.157227
	Iteration 59Q: 3 clusters Score -3937948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 36709 members 
Entering Unmasked Estep 
Score: -3937948.750000 Penalty: 5238.157227
	Iteration 60F: 3 clusters Score -3937949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 36710 members 
Entering Unmasked Estep 
Score: -3937951.500000 Penalty: 5238.157227
	Iteration 61Q: 3 clusters Score -3937952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -3937954.500000 Penalty: 5238.157227
	Iteration 62Q: 3 clusters Score -3937954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -3937953.750000 Penalty: 5238.157227
	Iteration 63Q: 3 clusters Score -3937954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 36719 members 
Entering Unmasked Estep 
Score: -3937957.500000 Penalty: 5238.157227
	Iteration 64Q: 3 clusters Score -3937958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -3937957.000000 Penalty: 5238.157227
	Iteration 65Q: 3 clusters Score -3937957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -3937953.750000 Penalty: 5238.157227
	Iteration 66Q: 3 clusters Score -3937954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -3937961.000000 Penalty: 5238.157227
	Iteration 67Q: 3 clusters Score -3937961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -3937953.500000 Penalty: 5238.157227
	Iteration 68Q: 3 clusters Score -3937954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 36739 members 
Entering Unmasked Estep 
Score: -3937959.500000 Penalty: 5238.157227
	Iteration 69Q: 3 clusters Score -3937960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -3937953.500000 Penalty: 5238.157227
	Iteration 70Q: 3 clusters Score -3937954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -3937953.500000 Penalty: 5238.157227
	Iteration 71F: 3 clusters Score -3937954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Entering Unmasked Estep 
Score: -133082.812500 Penalty: 1792.280151
	Iteration 0F: 2 clusters Score -133082.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -130907.398438 Penalty: 3584.560303
	Iteration 0F: 3 clusters Score -130907.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -131259.156250 Penalty: 3584.560303
	Iteration 1F: 3 clusters Score -131259.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -131384.734375 Penalty: 3584.560303
	Iteration 2F: 3 clusters Score -131384.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -131511.296875 Penalty: 3584.560303
	Iteration 3F: 3 clusters Score -131511.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -131655.500000 Penalty: 3584.560303
	Iteration 4F: 3 clusters Score -131655.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -131804.562500 Penalty: 3584.560303
	Iteration 5F: 3 clusters Score -131804.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -131933.578125 Penalty: 3584.560303
	Iteration 6F: 3 clusters Score -131933.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -132059.484375 Penalty: 3584.560303
	Iteration 7Q: 3 clusters Score -132059.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -132136.281250 Penalty: 3584.560303
	Iteration 8Q: 3 clusters Score -132136.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -132214.000000 Penalty: 3584.560303
	Iteration 9Q: 3 clusters Score -132214 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -132280.281250 Penalty: 3584.560303
	Iteration 10Q: 3 clusters Score -132280.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -132358.437500 Penalty: 3584.560303
	Iteration 11Q: 3 clusters Score -132358.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -132425.609375 Penalty: 3584.560303
	Iteration 12Q: 3 clusters Score -132425.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -132503.453125 Penalty: 3584.560303
	Iteration 13Q: 3 clusters Score -132503.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -132574.968750 Penalty: 3584.560303
	Iteration 14Q: 3 clusters Score -132575 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -132624.078125 Penalty: 3584.560303
	Iteration 15Q: 3 clusters Score -132624.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -132652.890625 Penalty: 3584.560303
	Iteration 16Q: 3 clusters Score -132652.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -132673.468750 Penalty: 3584.560303
	Iteration 17Q: 3 clusters Score -132673.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -132698.828125 Penalty: 3584.560303
	Iteration 18Q: 3 clusters Score -132698.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -132727.843750 Penalty: 3584.560303
	Iteration 19Q: 3 clusters Score -132727.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -132749.781250 Penalty: 3584.560303
	Iteration 20F: 3 clusters Score -132749.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -132768.000000 Penalty: 3584.560303
	Iteration 21Q: 3 clusters Score -132768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -132782.343750 Penalty: 3584.560303
	Iteration 22Q: 3 clusters Score -132782.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -132791.437500 Penalty: 3584.560303
	Iteration 23Q: 3 clusters Score -132791.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -132798.125000 Penalty: 3584.560303
	Iteration 24Q: 3 clusters Score -132798.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -132805.640625 Penalty: 3584.560303
	Iteration 25Q: 3 clusters Score -132805.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -132811.515625 Penalty: 3584.560303
	Iteration 26Q: 3 clusters Score -132811.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -132815.796875 Penalty: 3584.560303
	Iteration 27Q: 3 clusters Score -132815.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -132818.140625 Penalty: 3584.560303
	Iteration 28Q: 3 clusters Score -132818.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -132818.140625 Penalty: 3584.560303
	Iteration 29F: 3 clusters Score -132818.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Entering Unmasked Estep 
Score: -338049.281250 Penalty: 1997.285034
	Iteration 0F: 2 clusters Score -338049.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -334692.812500 Penalty: 3994.570068
	Iteration 0F: 3 clusters Score -334692.8 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -335366.187500 Penalty: 3994.570068
	Iteration 1F: 3 clusters Score -335366.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -335534.531250 Penalty: 3994.570068
	Iteration 2F: 3 clusters Score -335534.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -335648.812500 Penalty: 3994.570068
	Iteration 3Q: 3 clusters Score -335648.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -335729.312500 Penalty: 3994.570068
	Iteration 4Q: 3 clusters Score -335729.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -335794.968750 Penalty: 3994.570068
	Iteration 5Q: 3 clusters Score -335795 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -335851.937500 Penalty: 3994.570068
	Iteration 6Q: 3 clusters Score -335851.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -335897.906250 Penalty: 3994.570068
	Iteration 7Q: 3 clusters Score -335897.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -335939.312500 Penalty: 3994.570068
	Iteration 8Q: 3 clusters Score -335939.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -335973.031250 Penalty: 3994.570068
	Iteration 9Q: 3 clusters Score -335973 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -336013.031250 Penalty: 3994.570068
	Iteration 10Q: 3 clusters Score -336013 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -336051.187500 Penalty: 3994.570068
	Iteration 11Q: 3 clusters Score -336051.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -336098.031250 Penalty: 3994.570068
	Iteration 12Q: 3 clusters Score -336098 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -336152.187500 Penalty: 3994.570068
	Iteration 13Q: 3 clusters Score -336152.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -336202.968750 Penalty: 3994.570068
	Iteration 14Q: 3 clusters Score -336203 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -336263.625000 Penalty: 3994.570068
	Iteration 15Q: 3 clusters Score -336263.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -336329.031250 Penalty: 3994.570068
	Iteration 16Q: 3 clusters Score -336329 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -336391.437500 Penalty: 3994.570068
	Iteration 17Q: 3 clusters Score -336391.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -336447.031250 Penalty: 3994.570068
	Iteration 18Q: 3 clusters Score -336447 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -336499.781250 Penalty: 3994.570068
	Iteration 19Q: 3 clusters Score -336499.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -336558.125000 Penalty: 3994.570068
	Iteration 20F: 3 clusters Score -336558.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -336607.750000 Penalty: 3994.570068
	Iteration 21Q: 3 clusters Score -336607.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -336667.718750 Penalty: 3994.570068
	Iteration 22Q: 3 clusters Score -336667.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -336728.375000 Penalty: 3994.570068
	Iteration 23Q: 3 clusters Score -336728.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -336772.437500 Penalty: 3994.570068
	Iteration 24Q: 3 clusters Score -336772.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -336807.875000 Penalty: 3994.570068
	Iteration 25Q: 3 clusters Score -336807.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -336834.406250 Penalty: 3994.570068
	Iteration 26Q: 3 clusters Score -336834.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -336854.500000 Penalty: 3994.570068
	Iteration 27Q: 3 clusters Score -336854.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -336865.312500 Penalty: 3994.570068
	Iteration 28Q: 3 clusters Score -336865.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -336872.187500 Penalty: 3994.570068
	Iteration 29Q: 3 clusters Score -336872.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -336878.250000 Penalty: 3994.570068
	Iteration 30Q: 3 clusters Score -336878.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -336881.750000 Penalty: 3994.570068
	Iteration 31Q: 3 clusters Score -336881.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -336884.937500 Penalty: 3994.570068
	Iteration 32Q: 3 clusters Score -336884.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -336886.750000 Penalty: 3994.570068
	Iteration 33Q: 3 clusters Score -336886.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -336888.000000 Penalty: 3994.570068
	Iteration 34Q: 3 clusters Score -336888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -336888.468750 Penalty: 3994.570068
	Iteration 35Q: 3 clusters Score -336888.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -336888.468750 Penalty: 3994.570068
	Iteration 36F: 3 clusters Score -336888.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Entering Unmasked Estep 
Score: -968801.062500 Penalty: 2258.585449
	Iteration 0F: 2 clusters Score -968801.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -961716.312500 Penalty: 4517.170898
	Iteration 0F: 3 clusters Score -961716.3 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -963664.000000 Penalty: 4517.170898
	Iteration 1F: 3 clusters Score -963664 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -963892.812500 Penalty: 4517.170898
	Iteration 2F: 3 clusters Score -963892.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -964039.062500 Penalty: 4517.170898
	Iteration 3Q: 3 clusters Score -964039.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -964149.437500 Penalty: 4517.170898
	Iteration 4Q: 3 clusters Score -964149.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -964245.562500 Penalty: 4517.170898
	Iteration 5Q: 3 clusters Score -964245.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -964325.937500 Penalty: 4517.170898
	Iteration 6Q: 3 clusters Score -964325.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -964395.437500 Penalty: 4517.170898
	Iteration 7Q: 3 clusters Score -964395.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -964476.125000 Penalty: 4517.170898
	Iteration 8Q: 3 clusters Score -964476.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -964545.562500 Penalty: 4517.170898
	Iteration 9Q: 3 clusters Score -964545.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -964620.562500 Penalty: 4517.170898
	Iteration 10Q: 3 clusters Score -964620.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -964698.375000 Penalty: 4517.170898
	Iteration 11Q: 3 clusters Score -964698.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -964780.187500 Penalty: 4517.170898
	Iteration 12Q: 3 clusters Score -964780.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -964866.812500 Penalty: 4517.170898
	Iteration 13Q: 3 clusters Score -964866.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -964965.625000 Penalty: 4517.170898
	Iteration 14Q: 3 clusters Score -964965.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -965086.625000 Penalty: 4517.170898
	Iteration 15Q: 3 clusters Score -965086.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -965225.750000 Penalty: 4517.170898
	Iteration 16Q: 3 clusters Score -965225.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -965384.375000 Penalty: 4517.170898
	Iteration 17Q: 3 clusters Score -965384.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -965558.437500 Penalty: 4517.170898
	Iteration 18Q: 3 clusters Score -965558.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -965757.250000 Penalty: 4517.170898
	Iteration 19Q: 3 clusters Score -965757.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -965941.000000 Penalty: 4517.170898
	Iteration 20F: 3 clusters Score -965941 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -966120.062500 Penalty: 4517.170898
	Iteration 21Q: 3 clusters Score -966120.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -966280.312500 Penalty: 4517.170898
	Iteration 22Q: 3 clusters Score -966280.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -966399.250000 Penalty: 4517.170898
	Iteration 23Q: 3 clusters Score -966399.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -966489.375000 Penalty: 4517.170898
	Iteration 24Q: 3 clusters Score -966489.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -966565.000000 Penalty: 4517.170898
	Iteration 25Q: 3 clusters Score -966565 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -966619.187500 Penalty: 4517.170898
	Iteration 26Q: 3 clusters Score -966619.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -966660.312500 Penalty: 4517.170898
	Iteration 27Q: 3 clusters Score -966660.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -966693.500000 Penalty: 4517.170898
	Iteration 28Q: 3 clusters Score -966693.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -966714.000000 Penalty: 4517.170898
	Iteration 29Q: 3 clusters Score -966714 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -966728.187500 Penalty: 4517.170898
	Iteration 30Q: 3 clusters Score -966728.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -966751.312500 Penalty: 4517.170898
	Iteration 31Q: 3 clusters Score -966751.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -966765.562500 Penalty: 4517.170898
	Iteration 32Q: 3 clusters Score -966765.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -966776.250000 Penalty: 4517.170898
	Iteration 33Q: 3 clusters Score -966776.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -966783.062500 Penalty: 4517.170898
	Iteration 34Q: 3 clusters Score -966783.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -966788.250000 Penalty: 4517.170898
	Iteration 35Q: 3 clusters Score -966788.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -966794.937500 Penalty: 4517.170898
	Iteration 36Q: 3 clusters Score -966794.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -966803.062500 Penalty: 4517.170898
	Iteration 37Q: 3 clusters Score -966803.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -966809.875000 Penalty: 4517.170898
	Iteration 38Q: 3 clusters Score -966809.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -966812.937500 Penalty: 4517.170898
	Iteration 39Q: 3 clusters Score -966812.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -966814.187500 Penalty: 4517.170898
	Iteration 40F: 3 clusters Score -966814.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -966816.125000 Penalty: 4517.170898
	Iteration 41Q: 3 clusters Score -966816.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -966819.812500 Penalty: 4517.170898
	Iteration 42Q: 3 clusters Score -966819.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -966821.250000 Penalty: 4517.170898
	Iteration 43Q: 3 clusters Score -966821.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -966823.750000 Penalty: 4517.170898
	Iteration 44Q: 3 clusters Score -966823.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -966825.000000 Penalty: 4517.170898
	Iteration 45Q: 3 clusters Score -966825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -966825.062500 Penalty: 4517.170898
	Iteration 46Q: 3 clusters Score -966825.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -966828.000000 Penalty: 4517.170898
	Iteration 47Q: 3 clusters Score -966828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -966833.687500 Penalty: 4517.170898
	Iteration 48Q: 3 clusters Score -966833.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -966838.187500 Penalty: 4517.170898
	Iteration 49Q: 3 clusters Score -966838.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -966843.250000 Penalty: 4517.170898
	Iteration 50Q: 3 clusters Score -966843.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -966851.000000 Penalty: 4517.170898
	Iteration 51Q: 3 clusters Score -966851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -966852.812500 Penalty: 4517.170898
	Iteration 52Q: 3 clusters Score -966852.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -966855.375000 Penalty: 4517.170898
	Iteration 53Q: 3 clusters Score -966855.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -966855.750000 Penalty: 4517.170898
	Iteration 54Q: 3 clusters Score -966855.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -966855.937500 Penalty: 4517.170898
	Iteration 55Q: 3 clusters Score -966855.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -966855.937500 Penalty: 4517.170898
	Iteration 56F: 3 clusters Score -966855.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Entering Unmasked Estep 
Score: -447835.718750 Penalty: 2074.686768
	Iteration 0F: 2 clusters Score -447835.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -443828.031250 Penalty: 4149.373535
	Iteration 0F: 3 clusters Score -443828 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -444807.281250 Penalty: 4149.373535
	Iteration 1F: 3 clusters Score -444807.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -445053.281250 Penalty: 4149.373535
	Iteration 2F: 3 clusters Score -445053.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -445279.125000 Penalty: 4149.373535
	Iteration 3F: 3 clusters Score -445279.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -445519.687500 Penalty: 4149.373535
	Iteration 4F: 3 clusters Score -445519.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -445771.968750 Penalty: 4149.373535
	Iteration 5Q: 3 clusters Score -445772 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -445997.625000 Penalty: 4149.373535
	Iteration 6Q: 3 clusters Score -445997.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -446177.312500 Penalty: 4149.373535
	Iteration 7Q: 3 clusters Score -446177.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -446308.437500 Penalty: 4149.373535
	Iteration 8Q: 3 clusters Score -446308.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -446397.156250 Penalty: 4149.373535
	Iteration 9Q: 3 clusters Score -446397.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -446469.062500 Penalty: 4149.373535
	Iteration 10Q: 3 clusters Score -446469.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -446541.437500 Penalty: 4149.373535
	Iteration 11Q: 3 clusters Score -446541.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -446619.062500 Penalty: 4149.373535
	Iteration 12Q: 3 clusters Score -446619.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -446695.406250 Penalty: 4149.373535
	Iteration 13Q: 3 clusters Score -446695.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -446753.125000 Penalty: 4149.373535
	Iteration 14Q: 3 clusters Score -446753.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -446803.781250 Penalty: 4149.373535
	Iteration 15Q: 3 clusters Score -446803.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -446844.281250 Penalty: 4149.373535
	Iteration 16Q: 3 clusters Score -446844.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -446902.531250 Penalty: 4149.373535
	Iteration 17Q: 3 clusters Score -446902.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -446959.781250 Penalty: 4149.373535
	Iteration 18Q: 3 clusters Score -446959.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -447025.937500 Penalty: 4149.373535
	Iteration 19Q: 3 clusters Score -447025.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -447083.375000 Penalty: 4149.373535
	Iteration 20F: 3 clusters Score -447083.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -447119.656250 Penalty: 4149.373535
	Iteration 21Q: 3 clusters Score -447119.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -447154.031250 Penalty: 4149.373535
	Iteration 22Q: 3 clusters Score -447154 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -447185.343750 Penalty: 4149.373535
	Iteration 23Q: 3 clusters Score -447185.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -447203.187500 Penalty: 4149.373535
	Iteration 24Q: 3 clusters Score -447203.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -447213.218750 Penalty: 4149.373535
	Iteration 25Q: 3 clusters Score -447213.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -447221.812500 Penalty: 4149.373535
	Iteration 26Q: 3 clusters Score -447221.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -447229.750000 Penalty: 4149.373535
	Iteration 27Q: 3 clusters Score -447229.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -447233.968750 Penalty: 4149.373535
	Iteration 28Q: 3 clusters Score -447234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -447240.406250 Penalty: 4149.373535
	Iteration 29Q: 3 clusters Score -447240.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -447253.187500 Penalty: 4149.373535
	Iteration 30Q: 3 clusters Score -447253.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -447258.093750 Penalty: 4149.373535
	Iteration 31Q: 3 clusters Score -447258.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -447261.531250 Penalty: 4149.373535
	Iteration 32Q: 3 clusters Score -447261.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -447265.187500 Penalty: 4149.373535
	Iteration 33Q: 3 clusters Score -447265.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -447267.187500 Penalty: 4149.373535
	Iteration 34Q: 3 clusters Score -447267.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -447268.500000 Penalty: 4149.373535
	Iteration 35Q: 3 clusters Score -447268.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -447268.500000 Penalty: 4149.373535
	Iteration 36F: 3 clusters Score -447268.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Entering Unmasked Estep 
Score: -390811.906250 Penalty: 2041.051025
	Iteration 0F: 2 clusters Score -390811.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -387084.750000 Penalty: 4082.102051
	Iteration 0F: 3 clusters Score -387084.8 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -388038.562500 Penalty: 4082.102051
	Iteration 1F: 3 clusters Score -388038.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -388408.593750 Penalty: 4082.102051
	Iteration 2F: 3 clusters Score -388408.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -388747.875000 Penalty: 4082.102051
	Iteration 3F: 3 clusters Score -388747.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -389088.531250 Penalty: 4082.102051
	Iteration 4F: 3 clusters Score -389088.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -389334.750000 Penalty: 4082.102051
	Iteration 5F: 3 clusters Score -389334.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -389490.562500 Penalty: 4082.102051
	Iteration 6Q: 3 clusters Score -389490.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -389594.062500 Penalty: 4082.102051
	Iteration 7Q: 3 clusters Score -389594.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -389659.593750 Penalty: 4082.102051
	Iteration 8Q: 3 clusters Score -389659.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -389695.562500 Penalty: 4082.102051
	Iteration 9Q: 3 clusters Score -389695.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -389715.343750 Penalty: 4082.102051
	Iteration 10Q: 3 clusters Score -389715.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -389726.343750 Penalty: 4082.102051
	Iteration 11Q: 3 clusters Score -389726.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -389740.906250 Penalty: 4082.102051
	Iteration 12Q: 3 clusters Score -389740.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -389751.468750 Penalty: 4082.102051
	Iteration 13Q: 3 clusters Score -389751.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -389756.718750 Penalty: 4082.102051
	Iteration 14Q: 3 clusters Score -389756.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -389760.656250 Penalty: 4082.102051
	Iteration 15Q: 3 clusters Score -389760.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -389762.875000 Penalty: 4082.102051
	Iteration 16Q: 3 clusters Score -389762.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -389765.406250 Penalty: 4082.102051
	Iteration 17Q: 3 clusters Score -389765.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -389766.062500 Penalty: 4082.102051
	Iteration 18Q: 3 clusters Score -389766.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -389767.812500 Penalty: 4082.102051
	Iteration 19Q: 3 clusters Score -389767.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -389767.312500 Penalty: 4082.102051
	Iteration 20F: 3 clusters Score -389767.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Entering Unmasked Estep 
Score: -244878.640625 Penalty: 1910.233887
	Iteration 0F: 2 clusters Score -244878.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -242092.437500 Penalty: 3820.467773
	Iteration 0F: 3 clusters Score -242092.4 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -242583.718750 Penalty: 3820.467773
	Iteration 1F: 3 clusters Score -242583.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -242702.156250 Penalty: 3820.467773
	Iteration 2F: 3 clusters Score -242702.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -242773.484375 Penalty: 3820.467773
	Iteration 3Q: 3 clusters Score -242773.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -242813.812500 Penalty: 3820.467773
	Iteration 4Q: 3 clusters Score -242813.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -242845.531250 Penalty: 3820.467773
	Iteration 5Q: 3 clusters Score -242845.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -242867.906250 Penalty: 3820.467773
	Iteration 6Q: 3 clusters Score -242867.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -242887.515625 Penalty: 3820.467773
	Iteration 7Q: 3 clusters Score -242887.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -242899.109375 Penalty: 3820.467773
	Iteration 8Q: 3 clusters Score -242899.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -242906.796875 Penalty: 3820.467773
	Iteration 9Q: 3 clusters Score -242906.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -242910.828125 Penalty: 3820.467773
	Iteration 10Q: 3 clusters Score -242910.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -242915.328125 Penalty: 3820.467773
	Iteration 11Q: 3 clusters Score -242915.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -242917.921875 Penalty: 3820.467773
	Iteration 12Q: 3 clusters Score -242917.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -242921.546875 Penalty: 3820.467773
	Iteration 13Q: 3 clusters Score -242921.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -242923.890625 Penalty: 3820.467773
	Iteration 14Q: 3 clusters Score -242923.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -242926.421875 Penalty: 3820.467773
	Iteration 15Q: 3 clusters Score -242926.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -242930.218750 Penalty: 3820.467773
	Iteration 16Q: 3 clusters Score -242930.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -242934.062500 Penalty: 3820.467773
	Iteration 17Q: 3 clusters Score -242934.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -242938.812500 Penalty: 3820.467773
	Iteration 18Q: 3 clusters Score -242938.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -242944.984375 Penalty: 3820.467773
	Iteration 19Q: 3 clusters Score -242945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -242949.390625 Penalty: 3820.467773
	Iteration 20F: 3 clusters Score -242949.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -242952.625000 Penalty: 3820.467773
	Iteration 21Q: 3 clusters Score -242952.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -242955.062500 Penalty: 3820.467773
	Iteration 22Q: 3 clusters Score -242955.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -242957.937500 Penalty: 3820.467773
	Iteration 23Q: 3 clusters Score -242957.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -242959.312500 Penalty: 3820.467773
	Iteration 24Q: 3 clusters Score -242959.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -242959.546875 Penalty: 3820.467773
	Iteration 25Q: 3 clusters Score -242959.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -242959.718750 Penalty: 3820.467773
	Iteration 26Q: 3 clusters Score -242959.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -242960.843750 Penalty: 3820.467773
	Iteration 27Q: 3 clusters Score -242960.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -242963.828125 Penalty: 3820.467773
	Iteration 28Q: 3 clusters Score -242963.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -242965.093750 Penalty: 3820.467773
	Iteration 29Q: 3 clusters Score -242965.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -242967.671875 Penalty: 3820.467773
	Iteration 30Q: 3 clusters Score -242967.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -242970.296875 Penalty: 3820.467773
	Iteration 31Q: 3 clusters Score -242970.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -242972.656250 Penalty: 3820.467773
	Iteration 32Q: 3 clusters Score -242972.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -242974.156250 Penalty: 3820.467773
	Iteration 33Q: 3 clusters Score -242974.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -242975.515625 Penalty: 3820.467773
	Iteration 34Q: 3 clusters Score -242975.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -242978.375000 Penalty: 3820.467773
	Iteration 35Q: 3 clusters Score -242978.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -242979.500000 Penalty: 3820.467773
	Iteration 36Q: 3 clusters Score -242979.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -242979.765625 Penalty: 3820.467773
	Iteration 37Q: 3 clusters Score -242979.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -242979.765625 Penalty: 3820.467773
	Iteration 38F: 3 clusters Score -242979.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (14284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Entering Unmasked Estep 
Score: -1536219.625000 Penalty: 2372.590088
	Iteration 0F: 2 clusters Score -1536220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1525818.250000 Penalty: 4745.180176
	Iteration 0F: 3 clusters Score -1525818 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1529207.125000 Penalty: 4745.180176
	Iteration 1F: 3 clusters Score -1529207 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1529734.625000 Penalty: 4745.180176
	Iteration 2F: 3 clusters Score -1529735 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1530285.875000 Penalty: 4745.180176
	Iteration 3F: 3 clusters Score -1530286 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1530980.500000 Penalty: 4745.180176
	Iteration 4F: 3 clusters Score -1530980 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1531600.375000 Penalty: 4745.180176
	Iteration 5F: 3 clusters Score -1531600 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1532124.750000 Penalty: 4745.180176
	Iteration 6F: 3 clusters Score -1532125 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1532546.375000 Penalty: 4745.180176
	Iteration 7F: 3 clusters Score -1532546 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1532875.000000 Penalty: 4745.180176
	Iteration 8Q: 3 clusters Score -1532875 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1533185.125000 Penalty: 4745.180176
	Iteration 9Q: 3 clusters Score -1533185 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1533488.750000 Penalty: 4745.180176
	Iteration 10Q: 3 clusters Score -1533489 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1533837.375000 Penalty: 4745.180176
	Iteration 11Q: 3 clusters Score -1533837 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1534196.875000 Penalty: 4745.180176
	Iteration 12Q: 3 clusters Score -1534197 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1534509.125000 Penalty: 4745.180176
	Iteration 13Q: 3 clusters Score -1534509 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1534756.500000 Penalty: 4745.180176
	Iteration 14Q: 3 clusters Score -1534756 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1534937.125000 Penalty: 4745.180176
	Iteration 15Q: 3 clusters Score -1534937 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1535058.375000 Penalty: 4745.180176
	Iteration 16Q: 3 clusters Score -1535058 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1535128.750000 Penalty: 4745.180176
	Iteration 17Q: 3 clusters Score -1535129 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1535186.000000 Penalty: 4745.180176
	Iteration 18Q: 3 clusters Score -1535186 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1535221.750000 Penalty: 4745.180176
	Iteration 19Q: 3 clusters Score -1535222 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1535247.125000 Penalty: 4745.180176
	Iteration 20F: 3 clusters Score -1535247 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1535277.500000 Penalty: 4745.180176
	Iteration 21Q: 3 clusters Score -1535278 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1535298.500000 Penalty: 4745.180176
	Iteration 22Q: 3 clusters Score -1535298 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1535319.375000 Penalty: 4745.180176
	Iteration 23Q: 3 clusters Score -1535319 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1535329.375000 Penalty: 4745.180176
	Iteration 24Q: 3 clusters Score -1535329 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1535346.500000 Penalty: 4745.180176
	Iteration 25Q: 3 clusters Score -1535346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1535349.500000 Penalty: 4745.180176
	Iteration 26Q: 3 clusters Score -1535350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1535355.500000 Penalty: 4745.180176
	Iteration 27Q: 3 clusters Score -1535356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1535358.375000 Penalty: 4745.180176
	Iteration 28Q: 3 clusters Score -1535358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1535361.375000 Penalty: 4745.180176
	Iteration 29Q: 3 clusters Score -1535361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1535362.625000 Penalty: 4745.180176
	Iteration 30Q: 3 clusters Score -1535363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1535365.500000 Penalty: 4745.180176
	Iteration 31Q: 3 clusters Score -1535366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1535364.250000 Penalty: 4745.180176
	Iteration 32Q: 3 clusters Score -1535364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1535368.500000 Penalty: 4745.180176
	Iteration 33Q: 3 clusters Score -1535368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1535372.000000 Penalty: 4745.180176
	Iteration 34Q: 3 clusters Score -1535372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1535375.375000 Penalty: 4745.180176
	Iteration 35Q: 3 clusters Score -1535375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1535375.875000 Penalty: 4745.180176
	Iteration 36Q: 3 clusters Score -1535376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1535377.250000 Penalty: 4745.180176
	Iteration 37Q: 3 clusters Score -1535377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1535380.000000 Penalty: 4745.180176
	Iteration 38Q: 3 clusters Score -1535380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1535382.000000 Penalty: 4745.180176
	Iteration 39Q: 3 clusters Score -1535382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1535384.500000 Penalty: 4745.180176
	Iteration 40F: 3 clusters Score -1535384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (22765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Entering Unmasked Estep 
Score: -2385268.250000 Penalty: 2488.178955
	Iteration 0F: 2 clusters Score -2385268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -2369337.250000 Penalty: 4976.357910
	Iteration 0F: 3 clusters Score -2369337 nChanged 10081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2374828.500000 Penalty: 4976.357910
	Iteration 1F: 3 clusters Score -2374828 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2375269.500000 Penalty: 4976.357910
	Iteration 2F: 3 clusters Score -2375270 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -2375653.000000 Penalty: 4976.357910
	Iteration 3Q: 3 clusters Score -2375653 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -2376022.000000 Penalty: 4976.357910
	Iteration 4Q: 3 clusters Score -2376022 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2376381.500000 Penalty: 4976.357910
	Iteration 5Q: 3 clusters Score -2376382 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -2376801.500000 Penalty: 4976.357910
	Iteration 6Q: 3 clusters Score -2376802 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -2377297.000000 Penalty: 4976.357910
	Iteration 7Q: 3 clusters Score -2377297 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -2377895.750000 Penalty: 4976.357910
	Iteration 8Q: 3 clusters Score -2377896 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -2378564.000000 Penalty: 4976.357910
	Iteration 9Q: 3 clusters Score -2378564 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -2379350.500000 Penalty: 4976.357910
	Iteration 10Q: 3 clusters Score -2379350 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -2380121.750000 Penalty: 4976.357910
	Iteration 11Q: 3 clusters Score -2380122 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -2380772.500000 Penalty: 4976.357910
	Iteration 12Q: 3 clusters Score -2380772 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -2381245.750000 Penalty: 4976.357910
	Iteration 13Q: 3 clusters Score -2381246 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -2381552.250000 Penalty: 4976.357910
	Iteration 14Q: 3 clusters Score -2381552 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -2381773.000000 Penalty: 4976.357910
	Iteration 15Q: 3 clusters Score -2381773 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -2381946.500000 Penalty: 4976.357910
	Iteration 16Q: 3 clusters Score -2381946 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -2382110.500000 Penalty: 4976.357910
	Iteration 17Q: 3 clusters Score -2382110 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2382259.250000 Penalty: 4976.357910
	Iteration 18Q: 3 clusters Score -2382259 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2382382.250000 Penalty: 4976.357910
	Iteration 19Q: 3 clusters Score -2382382 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2382478.000000 Penalty: 4976.357910
	Iteration 20F: 3 clusters Score -2382478 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2382567.000000 Penalty: 4976.357910
	Iteration 21Q: 3 clusters Score -2382567 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2382644.750000 Penalty: 4976.357910
	Iteration 22Q: 3 clusters Score -2382645 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2382699.000000 Penalty: 4976.357910
	Iteration 23Q: 3 clusters Score -2382699 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2382777.250000 Penalty: 4976.357910
	Iteration 24Q: 3 clusters Score -2382777 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2382845.000000 Penalty: 4976.357910
	Iteration 25Q: 3 clusters Score -2382845 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2382913.000000 Penalty: 4976.357910
	Iteration 26Q: 3 clusters Score -2382913 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2382955.250000 Penalty: 4976.357910
	Iteration 27Q: 3 clusters Score -2382955 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2382996.250000 Penalty: 4976.357910
	Iteration 28Q: 3 clusters Score -2382996 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2383042.750000 Penalty: 4976.357910
	Iteration 29Q: 3 clusters Score -2383043 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2383079.500000 Penalty: 4976.357910
	Iteration 30Q: 3 clusters Score -2383080 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2383121.750000 Penalty: 4976.357910
	Iteration 31Q: 3 clusters Score -2383122 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2383162.500000 Penalty: 4976.357910
	Iteration 32Q: 3 clusters Score -2383162 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2383217.250000 Penalty: 4976.357910
	Iteration 33Q: 3 clusters Score -2383217 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2383260.250000 Penalty: 4976.357910
	Iteration 34Q: 3 clusters Score -2383260 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2383309.750000 Penalty: 4976.357910
	Iteration 35Q: 3 clusters Score -2383310 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2383338.000000 Penalty: 4976.357910
	Iteration 36Q: 3 clusters Score -2383338 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2383364.750000 Penalty: 4976.357910
	Iteration 37Q: 3 clusters Score -2383365 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2383402.500000 Penalty: 4976.357910
	Iteration 38Q: 3 clusters Score -2383402 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2383454.500000 Penalty: 4976.357910
	Iteration 39Q: 3 clusters Score -2383454 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2383496.750000 Penalty: 4976.357910
	Iteration 40F: 3 clusters Score -2383497 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2383533.250000 Penalty: 4976.357910
	Iteration 41Q: 3 clusters Score -2383533 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2383557.000000 Penalty: 4976.357910
	Iteration 42Q: 3 clusters Score -2383557 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2383567.750000 Penalty: 4976.357910
	Iteration 43Q: 3 clusters Score -2383568 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2383582.000000 Penalty: 4976.357910
	Iteration 44Q: 3 clusters Score -2383582 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2383591.500000 Penalty: 4976.357910
	Iteration 45Q: 3 clusters Score -2383592 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2383604.750000 Penalty: 4976.357910
	Iteration 46Q: 3 clusters Score -2383605 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2383613.250000 Penalty: 4976.357910
	Iteration 47Q: 3 clusters Score -2383613 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2383619.750000 Penalty: 4976.357910
	Iteration 48Q: 3 clusters Score -2383620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2383628.000000 Penalty: 4976.357910
	Iteration 49Q: 3 clusters Score -2383628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2383632.750000 Penalty: 4976.357910
	Iteration 50Q: 3 clusters Score -2383633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2383642.000000 Penalty: 4976.357910
	Iteration 51Q: 3 clusters Score -2383642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2383645.500000 Penalty: 4976.357910
	Iteration 52Q: 3 clusters Score -2383646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2383654.750000 Penalty: 4976.357910
	Iteration 53Q: 3 clusters Score -2383655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2383654.000000 Penalty: 4976.357910
	Iteration 54Q: 3 clusters Score -2383654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2383659.000000 Penalty: 4976.357910
	Iteration 55Q: 3 clusters Score -2383659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2383664.500000 Penalty: 4976.357910
	Iteration 56Q: 3 clusters Score -2383664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2383668.750000 Penalty: 4976.357910
	Iteration 57Q: 3 clusters Score -2383669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2383666.250000 Penalty: 4976.357910
	Iteration 58Q: 3 clusters Score -2383666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2383667.500000 Penalty: 4976.357910
	Iteration 59Q: 3 clusters Score -2383668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2383671.500000 Penalty: 4976.357910
	Iteration 60F: 3 clusters Score -2383672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2383670.250000 Penalty: 4976.357910
	Iteration 61Q: 3 clusters Score -2383670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2383672.500000 Penalty: 4976.357910
	Iteration 62Q: 3 clusters Score -2383672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2383670.000000 Penalty: 4976.357910
	Iteration 63Q: 3 clusters Score -2383670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2383673.250000 Penalty: 4976.357910
	Iteration 64Q: 3 clusters Score -2383673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2383670.750000 Penalty: 4976.357910
	Iteration 65Q: 3 clusters Score -2383671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2383671.750000 Penalty: 4976.357910
	Iteration 66Q: 3 clusters Score -2383672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2383675.750000 Penalty: 4976.357910
	Iteration 67Q: 3 clusters Score -2383676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2383675.750000 Penalty: 4976.357910
	Iteration 68F: 3 clusters Score -2383676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Entering Unmasked Estep 
Score: -326544.218750 Penalty: 1990.975952
	Iteration 0F: 2 clusters Score -326544.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -323219.812500 Penalty: 3981.951904
	Iteration 0F: 3 clusters Score -323219.8 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -323931.218750 Penalty: 3981.951904
	Iteration 1F: 3 clusters Score -323931.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -324091.625000 Penalty: 3981.951904
	Iteration 2F: 3 clusters Score -324091.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -324179.000000 Penalty: 3981.951904
	Iteration 3Q: 3 clusters Score -324179 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -324242.625000 Penalty: 3981.951904
	Iteration 4Q: 3 clusters Score -324242.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -324310.593750 Penalty: 3981.951904
	Iteration 5Q: 3 clusters Score -324310.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -324381.750000 Penalty: 3981.951904
	Iteration 6Q: 3 clusters Score -324381.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -324462.750000 Penalty: 3981.951904
	Iteration 7Q: 3 clusters Score -324462.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -324537.187500 Penalty: 3981.951904
	Iteration 8Q: 3 clusters Score -324537.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -324610.875000 Penalty: 3981.951904
	Iteration 9Q: 3 clusters Score -324610.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -324672.656250 Penalty: 3981.951904
	Iteration 10Q: 3 clusters Score -324672.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -324725.906250 Penalty: 3981.951904
	Iteration 11Q: 3 clusters Score -324725.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -324762.937500 Penalty: 3981.951904
	Iteration 12Q: 3 clusters Score -324762.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -324787.187500 Penalty: 3981.951904
	Iteration 13Q: 3 clusters Score -324787.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -324806.125000 Penalty: 3981.951904
	Iteration 14Q: 3 clusters Score -324806.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -324837.468750 Penalty: 3981.951904
	Iteration 15Q: 3 clusters Score -324837.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -324865.031250 Penalty: 3981.951904
	Iteration 16Q: 3 clusters Score -324865 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -324885.562500 Penalty: 3981.951904
	Iteration 17Q: 3 clusters Score -324885.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -324907.593750 Penalty: 3981.951904
	Iteration 18Q: 3 clusters Score -324907.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -324924.343750 Penalty: 3981.951904
	Iteration 19Q: 3 clusters Score -324924.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -324938.218750 Penalty: 3981.951904
	Iteration 20F: 3 clusters Score -324938.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -324955.531250 Penalty: 3981.951904
	Iteration 21Q: 3 clusters Score -324955.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -324971.062500 Penalty: 3981.951904
	Iteration 22Q: 3 clusters Score -324971.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -324992.031250 Penalty: 3981.951904
	Iteration 23Q: 3 clusters Score -324992 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -325008.093750 Penalty: 3981.951904
	Iteration 24Q: 3 clusters Score -325008.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -325026.750000 Penalty: 3981.951904
	Iteration 25Q: 3 clusters Score -325026.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -325047.718750 Penalty: 3981.951904
	Iteration 26Q: 3 clusters Score -325047.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -325080.093750 Penalty: 3981.951904
	Iteration 27Q: 3 clusters Score -325080.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -325132.718750 Penalty: 3981.951904
	Iteration 28Q: 3 clusters Score -325132.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -325203.937500 Penalty: 3981.951904
	Iteration 29Q: 3 clusters Score -325203.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -325316.875000 Penalty: 3981.951904
	Iteration 30Q: 3 clusters Score -325316.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -325468.062500 Penalty: 3981.951904
	Iteration 31Q: 3 clusters Score -325468.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -325655.687500 Penalty: 3981.951904
	Iteration 32Q: 3 clusters Score -325655.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -325896.843750 Penalty: 3981.951904
	Iteration 33Q: 3 clusters Score -325896.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -326072.843750 Penalty: 3981.951904
	Iteration 34Q: 3 clusters Score -326072.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -326169.125000 Penalty: 3981.951904
	Iteration 35Q: 3 clusters Score -326169.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -326216.812500 Penalty: 3981.951904
	Iteration 36Q: 3 clusters Score -326216.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -326248.531250 Penalty: 3981.951904
	Iteration 37Q: 3 clusters Score -326248.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -326260.781250 Penalty: 3981.951904
	Iteration 38Q: 3 clusters Score -326260.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -326266.562500 Penalty: 3981.951904
	Iteration 39Q: 3 clusters Score -326266.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -326270.000000 Penalty: 3981.951904
	Iteration 40F: 3 clusters Score -326270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -326269.593750 Penalty: 3981.951904
	Iteration 41Q: 3 clusters Score -326269.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -326269.593750 Penalty: 3981.951904
	Iteration 42F: 3 clusters Score -326269.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (13462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Entering Unmasked Estep 
Score: -1418198.125000 Penalty: 2357.891357
	Iteration 0F: 2 clusters Score -1418198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1408355.875000 Penalty: 4715.782715
	Iteration 0F: 3 clusters Score -1408356 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1411508.500000 Penalty: 4715.782715
	Iteration 1F: 3 clusters Score -1411508 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1411949.125000 Penalty: 4715.782715
	Iteration 2F: 3 clusters Score -1411949 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1412317.750000 Penalty: 4715.782715
	Iteration 3F: 3 clusters Score -1412318 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1412648.250000 Penalty: 4715.782715
	Iteration 4Q: 3 clusters Score -1412648 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1412990.500000 Penalty: 4715.782715
	Iteration 5Q: 3 clusters Score -1412990 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1413350.875000 Penalty: 4715.782715
	Iteration 6Q: 3 clusters Score -1413351 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1413733.750000 Penalty: 4715.782715
	Iteration 7Q: 3 clusters Score -1413734 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1414135.250000 Penalty: 4715.782715
	Iteration 8Q: 3 clusters Score -1414135 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1414538.375000 Penalty: 4715.782715
	Iteration 9Q: 3 clusters Score -1414538 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1414916.875000 Penalty: 4715.782715
	Iteration 10Q: 3 clusters Score -1414917 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1415237.375000 Penalty: 4715.782715
	Iteration 11Q: 3 clusters Score -1415237 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1415477.250000 Penalty: 4715.782715
	Iteration 12Q: 3 clusters Score -1415477 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1415662.000000 Penalty: 4715.782715
	Iteration 13Q: 3 clusters Score -1415662 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1415790.000000 Penalty: 4715.782715
	Iteration 14Q: 3 clusters Score -1415790 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1415877.875000 Penalty: 4715.782715
	Iteration 15Q: 3 clusters Score -1415878 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1415943.125000 Penalty: 4715.782715
	Iteration 16Q: 3 clusters Score -1415943 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1415997.125000 Penalty: 4715.782715
	Iteration 17Q: 3 clusters Score -1415997 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1416044.625000 Penalty: 4715.782715
	Iteration 18Q: 3 clusters Score -1416045 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1416072.250000 Penalty: 4715.782715
	Iteration 19Q: 3 clusters Score -1416072 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1416091.250000 Penalty: 4715.782715
	Iteration 20F: 3 clusters Score -1416091 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1416108.125000 Penalty: 4715.782715
	Iteration 21Q: 3 clusters Score -1416108 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1416113.625000 Penalty: 4715.782715
	Iteration 22Q: 3 clusters Score -1416114 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1416131.375000 Penalty: 4715.782715
	Iteration 23Q: 3 clusters Score -1416131 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1416142.625000 Penalty: 4715.782715
	Iteration 24Q: 3 clusters Score -1416143 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1416153.000000 Penalty: 4715.782715
	Iteration 25Q: 3 clusters Score -1416153 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1416163.875000 Penalty: 4715.782715
	Iteration 26Q: 3 clusters Score -1416164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1416175.875000 Penalty: 4715.782715
	Iteration 27Q: 3 clusters Score -1416176 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1416185.250000 Penalty: 4715.782715
	Iteration 28Q: 3 clusters Score -1416185 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1416189.750000 Penalty: 4715.782715
	Iteration 29Q: 3 clusters Score -1416190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1416197.125000 Penalty: 4715.782715
	Iteration 30Q: 3 clusters Score -1416197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1416198.500000 Penalty: 4715.782715
	Iteration 31Q: 3 clusters Score -1416198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1416206.125000 Penalty: 4715.782715
	Iteration 32Q: 3 clusters Score -1416206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1416210.500000 Penalty: 4715.782715
	Iteration 33Q: 3 clusters Score -1416210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1416209.625000 Penalty: 4715.782715
	Iteration 34Q: 3 clusters Score -1416210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1416214.000000 Penalty: 4715.782715
	Iteration 35Q: 3 clusters Score -1416214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1416215.750000 Penalty: 4715.782715
	Iteration 36Q: 3 clusters Score -1416216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1416216.375000 Penalty: 4715.782715
	Iteration 37Q: 3 clusters Score -1416216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1416222.250000 Penalty: 4715.782715
	Iteration 38Q: 3 clusters Score -1416222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1416223.125000 Penalty: 4715.782715
	Iteration 39Q: 3 clusters Score -1416223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1416230.625000 Penalty: 4715.782715
	Iteration 40F: 3 clusters Score -1416231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1416238.750000 Penalty: 4715.782715
	Iteration 41Q: 3 clusters Score -1416239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1416245.375000 Penalty: 4715.782715
	Iteration 42Q: 3 clusters Score -1416245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1416252.000000 Penalty: 4715.782715
	Iteration 43Q: 3 clusters Score -1416252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1416253.250000 Penalty: 4715.782715
	Iteration 44Q: 3 clusters Score -1416253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1416259.125000 Penalty: 4715.782715
	Iteration 45Q: 3 clusters Score -1416259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1416261.125000 Penalty: 4715.782715
	Iteration 46Q: 3 clusters Score -1416261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -1416264.750000 Penalty: 4715.782715
	Iteration 47Q: 3 clusters Score -1416265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1416266.750000 Penalty: 4715.782715
	Iteration 48Q: 3 clusters Score -1416267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -1416269.750000 Penalty: 4715.782715
	Iteration 49Q: 3 clusters Score -1416270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1416270.750000 Penalty: 4715.782715
	Iteration 50Q: 3 clusters Score -1416271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1416274.250000 Penalty: 4715.782715
	Iteration 51Q: 3 clusters Score -1416274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1416274.875000 Penalty: 4715.782715
	Iteration 52Q: 3 clusters Score -1416275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1416275.250000 Penalty: 4715.782715
	Iteration 53Q: 3 clusters Score -1416275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1416277.625000 Penalty: 4715.782715
	Iteration 54Q: 3 clusters Score -1416278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1416278.250000 Penalty: 4715.782715
	Iteration 55Q: 3 clusters Score -1416278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1416281.750000 Penalty: 4715.782715
	Iteration 56Q: 3 clusters Score -1416282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1416283.750000 Penalty: 4715.782715
	Iteration 57Q: 3 clusters Score -1416284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1416284.250000 Penalty: 4715.782715
	Iteration 58Q: 3 clusters Score -1416284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -1416283.250000 Penalty: 4715.782715
	Iteration 59Q: 3 clusters Score -1416283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -1416283.250000 Penalty: 4715.782715
	Iteration 60F: 3 clusters Score -1416283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (8060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Entering Unmasked Estep 
Score: -852390.500000 Penalty: 2230.677979
	Iteration 0F: 2 clusters Score -852390.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -845932.187500 Penalty: 4461.355957
	Iteration 0F: 3 clusters Score -845932.2 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -847880.500000 Penalty: 4461.355957
	Iteration 1F: 3 clusters Score -847880.5 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -848424.187500 Penalty: 4461.355957
	Iteration 2F: 3 clusters Score -848424.2 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -848916.000000 Penalty: 4461.355957
	Iteration 3F: 3 clusters Score -848916 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -849357.000000 Penalty: 4461.355957
	Iteration 4F: 3 clusters Score -849357 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -849836.125000 Penalty: 4461.355957
	Iteration 5F: 3 clusters Score -849836.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -850345.625000 Penalty: 4461.355957
	Iteration 6F: 3 clusters Score -850345.6 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -850795.812500 Penalty: 4461.355957
	Iteration 7F: 3 clusters Score -850795.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -851157.812500 Penalty: 4461.355957
	Iteration 8Q: 3 clusters Score -851157.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -851412.562500 Penalty: 4461.355957
	Iteration 9Q: 3 clusters Score -851412.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -851584.875000 Penalty: 4461.355957
	Iteration 10Q: 3 clusters Score -851584.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -851691.937500 Penalty: 4461.355957
	Iteration 11Q: 3 clusters Score -851691.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -851802.500000 Penalty: 4461.355957
	Iteration 12Q: 3 clusters Score -851802.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -851946.875000 Penalty: 4461.355957
	Iteration 13Q: 3 clusters Score -851946.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -852069.750000 Penalty: 4461.355957
	Iteration 14Q: 3 clusters Score -852069.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -852162.500000 Penalty: 4461.355957
	Iteration 15Q: 3 clusters Score -852162.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -852234.562500 Penalty: 4461.355957
	Iteration 16Q: 3 clusters Score -852234.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -852285.375000 Penalty: 4461.355957
	Iteration 17Q: 3 clusters Score -852285.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -852313.250000 Penalty: 4461.355957
	Iteration 18Q: 3 clusters Score -852313.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -852327.625000 Penalty: 4461.355957
	Iteration 19Q: 3 clusters Score -852327.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -852334.437500 Penalty: 4461.355957
	Iteration 20F: 3 clusters Score -852334.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -852336.062500 Penalty: 4461.355957
	Iteration 21Q: 3 clusters Score -852336.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -852337.500000 Penalty: 4461.355957
	Iteration 22Q: 3 clusters Score -852337.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -852339.187500 Penalty: 4461.355957
	Iteration 23Q: 3 clusters Score -852339.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -852338.875000 Penalty: 4461.355957
	Iteration 24Q: 3 clusters Score -852338.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -852338.875000 Penalty: 4461.355957
	Iteration 25F: 3 clusters Score -852338.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (67926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67926 members 
Entering Unmasked Estep 
Score: -7319797.500000 Penalty: 2759.291260
	Iteration 0F: 2 clusters Score -7319798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -7274056.000000 Penalty: 5518.582520
	Iteration 0F: 3 clusters Score -7274056 nChanged 31956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -7292169.000000 Penalty: 5518.582520
	Iteration 1F: 3 clusters Score -7292169 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -7293262.500000 Penalty: 5518.582520
	Iteration 2Q: 3 clusters Score -7293262 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -7294775.000000 Penalty: 5518.582520
	Iteration 3F: 3 clusters Score -7294775 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -7296684.500000 Penalty: 5518.582520
	Iteration 4F: 3 clusters Score -7296684 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39545 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -7299077.500000 Penalty: 5518.582520
	Iteration 5F: 3 clusters Score -7299078 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -7301409.500000 Penalty: 5518.582520
	Iteration 6F: 3 clusters Score -7301410 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43528 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -7303394.500000 Penalty: 5518.582520
	Iteration 7F: 3 clusters Score -7303394 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45189 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -7304972.500000 Penalty: 5518.582520
	Iteration 8Q: 3 clusters Score -7304972 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46658 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -7306218.000000 Penalty: 5518.582520
	Iteration 9Q: 3 clusters Score -7306218 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47903 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -7307317.000000 Penalty: 5518.582520
	Iteration 10Q: 3 clusters Score -7307317 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49071 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -7308536.500000 Penalty: 5518.582520
	Iteration 11Q: 3 clusters Score -7308536 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50093 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -7310154.500000 Penalty: 5518.582520
	Iteration 12Q: 3 clusters Score -7310154 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50803 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -7311847.500000 Penalty: 5518.582520
	Iteration 13Q: 3 clusters Score -7311848 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51302 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -7313317.000000 Penalty: 5518.582520
	Iteration 14Q: 3 clusters Score -7313317 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51687 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -7314172.500000 Penalty: 5518.582520
	Iteration 15Q: 3 clusters Score -7314172 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52129 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -7314678.500000 Penalty: 5518.582520
	Iteration 16Q: 3 clusters Score -7314678 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52576 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -7314995.500000 Penalty: 5518.582520
	Iteration 17Q: 3 clusters Score -7314996 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52992 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -7315166.000000 Penalty: 5518.582520
	Iteration 18Q: 3 clusters Score -7315166 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53399 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -7315296.000000 Penalty: 5518.582520
	Iteration 19Q: 3 clusters Score -7315296 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53793 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -7315440.000000 Penalty: 5518.582520
	Iteration 20F: 3 clusters Score -7315440 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54176 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -7315553.500000 Penalty: 5518.582520
	Iteration 21Q: 3 clusters Score -7315554 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54520 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -7315626.500000 Penalty: 5518.582520
	Iteration 22Q: 3 clusters Score -7315626 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54852 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -7315722.000000 Penalty: 5518.582520
	Iteration 23Q: 3 clusters Score -7315722 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55156 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -7315768.500000 Penalty: 5518.582520
	Iteration 24Q: 3 clusters Score -7315768 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55451 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -7315836.500000 Penalty: 5518.582520
	Iteration 25Q: 3 clusters Score -7315836 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55762 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -7315940.500000 Penalty: 5518.582520
	Iteration 26Q: 3 clusters Score -7315940 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56097 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -7316035.000000 Penalty: 5518.582520
	Iteration 27Q: 3 clusters Score -7316035 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56423 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -7316118.000000 Penalty: 5518.582520
	Iteration 28Q: 3 clusters Score -7316118 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56721 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -7316161.000000 Penalty: 5518.582520
	Iteration 29Q: 3 clusters Score -7316161 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57055 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -7316264.500000 Penalty: 5518.582520
	Iteration 30Q: 3 clusters Score -7316264 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57417 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -7316364.500000 Penalty: 5518.582520
	Iteration 31Q: 3 clusters Score -7316364 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57751 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -7316432.000000 Penalty: 5518.582520
	Iteration 32Q: 3 clusters Score -7316432 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58095 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -7316553.500000 Penalty: 5518.582520
	Iteration 33Q: 3 clusters Score -7316554 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58456 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -7316658.500000 Penalty: 5518.582520
	Iteration 34Q: 3 clusters Score -7316658 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58792 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -7316742.500000 Penalty: 5518.582520
	Iteration 35Q: 3 clusters Score -7316742 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59127 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -7316843.500000 Penalty: 5518.582520
	Iteration 36Q: 3 clusters Score -7316844 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59476 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -7316945.500000 Penalty: 5518.582520
	Iteration 37Q: 3 clusters Score -7316946 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59845 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -7317071.000000 Penalty: 5518.582520
	Iteration 38Q: 3 clusters Score -7317071 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60207 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -7317159.500000 Penalty: 5518.582520
	Iteration 39Q: 3 clusters Score -7317160 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60588 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -7317307.000000 Penalty: 5518.582520
	Iteration 40F: 3 clusters Score -7317307 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60972 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -7317449.500000 Penalty: 5518.582520
	Iteration 41Q: 3 clusters Score -7317450 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61297 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -7317547.500000 Penalty: 5518.582520
	Iteration 42Q: 3 clusters Score -7317548 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61592 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -7317631.000000 Penalty: 5518.582520
	Iteration 43Q: 3 clusters Score -7317631 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61852 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -7317684.500000 Penalty: 5518.582520
	Iteration 44Q: 3 clusters Score -7317684 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62100 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -7317756.000000 Penalty: 5518.582520
	Iteration 45Q: 3 clusters Score -7317756 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62311 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -7317805.000000 Penalty: 5518.582520
	Iteration 46Q: 3 clusters Score -7317805 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62504 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -7317845.500000 Penalty: 5518.582520
	Iteration 47Q: 3 clusters Score -7317846 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62684 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -7317892.500000 Penalty: 5518.582520
	Iteration 48Q: 3 clusters Score -7317892 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62861 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -7317938.500000 Penalty: 5518.582520
	Iteration 49Q: 3 clusters Score -7317938 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63019 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -7317991.000000 Penalty: 5518.582520
	Iteration 50Q: 3 clusters Score -7317991 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63174 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -7318027.000000 Penalty: 5518.582520
	Iteration 51Q: 3 clusters Score -7318027 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63313 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -7318067.500000 Penalty: 5518.582520
	Iteration 52Q: 3 clusters Score -7318068 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63433 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -7318071.500000 Penalty: 5518.582520
	Iteration 53Q: 3 clusters Score -7318072 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63534 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -7318111.000000 Penalty: 5518.582520
	Iteration 54Q: 3 clusters Score -7318111 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63620 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -7318139.500000 Penalty: 5518.582520
	Iteration 55Q: 3 clusters Score -7318140 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63700 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -7318154.000000 Penalty: 5518.582520
	Iteration 56Q: 3 clusters Score -7318154 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63778 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -7318171.500000 Penalty: 5518.582520
	Iteration 57Q: 3 clusters Score -7318172 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63842 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -7318177.000000 Penalty: 5518.582520
	Iteration 58Q: 3 clusters Score -7318177 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63902 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -7318211.000000 Penalty: 5518.582520
	Iteration 59Q: 3 clusters Score -7318211 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63958 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -7318224.000000 Penalty: 5518.582520
	Iteration 60F: 3 clusters Score -7318224 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63998 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -7318218.500000 Penalty: 5518.582520
	Iteration 61Q: 3 clusters Score -7318218 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64033 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -7318234.000000 Penalty: 5518.582520
	Iteration 62Q: 3 clusters Score -7318234 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64074 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -7318231.000000 Penalty: 5518.582520
	Iteration 63Q: 3 clusters Score -7318231 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64112 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -7318233.000000 Penalty: 5518.582520
	Iteration 64Q: 3 clusters Score -7318233 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64144 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -7318240.000000 Penalty: 5518.582520
	Iteration 65Q: 3 clusters Score -7318240 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64171 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -7318236.000000 Penalty: 5518.582520
	Iteration 66Q: 3 clusters Score -7318236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64186 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -7318244.000000 Penalty: 5518.582520
	Iteration 67Q: 3 clusters Score -7318244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64202 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -7318233.000000 Penalty: 5518.582520
	Iteration 68Q: 3 clusters Score -7318233 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64216 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -7318252.500000 Penalty: 5518.582520
	Iteration 69Q: 3 clusters Score -7318252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64230 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -7318246.000000 Penalty: 5518.582520
	Iteration 70Q: 3 clusters Score -7318246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64248 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -7318241.500000 Penalty: 5518.582520
	Iteration 71Q: 3 clusters Score -7318242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64267 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -7318242.500000 Penalty: 5518.582520
	Iteration 72Q: 3 clusters Score -7318242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64285 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -7318250.000000 Penalty: 5518.582520
	Iteration 73Q: 3 clusters Score -7318250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64300 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -7318254.500000 Penalty: 5518.582520
	Iteration 74Q: 3 clusters Score -7318254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64314 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -7318259.500000 Penalty: 5518.582520
	Iteration 75Q: 3 clusters Score -7318260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64325 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -7318256.000000 Penalty: 5518.582520
	Iteration 76Q: 3 clusters Score -7318256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64331 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -7318263.500000 Penalty: 5518.582520
	Iteration 77Q: 3 clusters Score -7318264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64333 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -7318257.500000 Penalty: 5518.582520
	Iteration 78Q: 3 clusters Score -7318258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64334 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -7318262.500000 Penalty: 5518.582520
	Iteration 79Q: 3 clusters Score -7318262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64336 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -7318261.500000 Penalty: 5518.582520
	Iteration 80F: 3 clusters Score -7318262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64338 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -7318258.500000 Penalty: 5518.582520
	Iteration 81Q: 3 clusters Score -7318258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64338 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -7318258.500000 Penalty: 5518.582520
	Iteration 82F: 3 clusters Score -7318258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (26189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Entering Unmasked Estep 
Score: -2815612.250000 Penalty: 2522.927490
	Iteration 0F: 2 clusters Score -2815612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -2797521.750000 Penalty: 5045.854980
	Iteration 0F: 3 clusters Score -2797522 nChanged 11753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -2803984.000000 Penalty: 5045.854980
	Iteration 1F: 3 clusters Score -2803984 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -2804421.000000 Penalty: 5045.854980
	Iteration 2Q: 3 clusters Score -2804421 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -2804864.750000 Penalty: 5045.854980
	Iteration 3Q: 3 clusters Score -2804865 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -2805297.750000 Penalty: 5045.854980
	Iteration 4Q: 3 clusters Score -2805298 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -2805735.250000 Penalty: 5045.854980
	Iteration 5Q: 3 clusters Score -2805735 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -2806192.000000 Penalty: 5045.854980
	Iteration 6Q: 3 clusters Score -2806192 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -2806799.750000 Penalty: 5045.854980
	Iteration 7Q: 3 clusters Score -2806800 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -2807490.500000 Penalty: 5045.854980
	Iteration 8Q: 3 clusters Score -2807490 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -2808253.250000 Penalty: 5045.854980
	Iteration 9Q: 3 clusters Score -2808253 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -2809012.000000 Penalty: 5045.854980
	Iteration 10Q: 3 clusters Score -2809012 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -2809776.000000 Penalty: 5045.854980
	Iteration 11Q: 3 clusters Score -2809776 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -2810443.000000 Penalty: 5045.854980
	Iteration 12Q: 3 clusters Score -2810443 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -2811081.250000 Penalty: 5045.854980
	Iteration 13Q: 3 clusters Score -2811081 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -2811696.750000 Penalty: 5045.854980
	Iteration 14Q: 3 clusters Score -2811697 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -2812215.250000 Penalty: 5045.854980
	Iteration 15Q: 3 clusters Score -2812215 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -2812642.750000 Penalty: 5045.854980
	Iteration 16Q: 3 clusters Score -2812643 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2813025.000000 Penalty: 5045.854980
	Iteration 17Q: 3 clusters Score -2813025 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2813343.000000 Penalty: 5045.854980
	Iteration 18Q: 3 clusters Score -2813343 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2813630.000000 Penalty: 5045.854980
	Iteration 19Q: 3 clusters Score -2813630 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2813874.000000 Penalty: 5045.854980
	Iteration 20F: 3 clusters Score -2813874 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2814106.250000 Penalty: 5045.854980
	Iteration 21Q: 3 clusters Score -2814106 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2814250.500000 Penalty: 5045.854980
	Iteration 22Q: 3 clusters Score -2814250 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2814316.250000 Penalty: 5045.854980
	Iteration 23Q: 3 clusters Score -2814316 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2814343.500000 Penalty: 5045.854980
	Iteration 24Q: 3 clusters Score -2814344 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2814369.000000 Penalty: 5045.854980
	Iteration 25Q: 3 clusters Score -2814369 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2814391.000000 Penalty: 5045.854980
	Iteration 26Q: 3 clusters Score -2814391 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2814405.750000 Penalty: 5045.854980
	Iteration 27Q: 3 clusters Score -2814406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2814402.000000 Penalty: 5045.854980
	Iteration 28Q: 3 clusters Score -2814402 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2814418.250000 Penalty: 5045.854980
	Iteration 29Q: 3 clusters Score -2814418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2814420.750000 Penalty: 5045.854980
	Iteration 30Q: 3 clusters Score -2814421 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2814437.750000 Penalty: 5045.854980
	Iteration 31Q: 3 clusters Score -2814438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2814444.750000 Penalty: 5045.854980
	Iteration 32Q: 3 clusters Score -2814445 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2814446.250000 Penalty: 5045.854980
	Iteration 33Q: 3 clusters Score -2814446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2814453.750000 Penalty: 5045.854980
	Iteration 34Q: 3 clusters Score -2814454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2814457.750000 Penalty: 5045.854980
	Iteration 35Q: 3 clusters Score -2814458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2814452.500000 Penalty: 5045.854980
	Iteration 36Q: 3 clusters Score -2814452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2814455.250000 Penalty: 5045.854980
	Iteration 37Q: 3 clusters Score -2814455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2814451.000000 Penalty: 5045.854980
	Iteration 38Q: 3 clusters Score -2814451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2814454.000000 Penalty: 5045.854980
	Iteration 39Q: 3 clusters Score -2814454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2814458.000000 Penalty: 5045.854980
	Iteration 40F: 3 clusters Score -2814458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2814467.000000 Penalty: 5045.854980
	Iteration 41Q: 3 clusters Score -2814467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2814463.750000 Penalty: 5045.854980
	Iteration 42Q: 3 clusters Score -2814464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2814470.000000 Penalty: 5045.854980
	Iteration 43Q: 3 clusters Score -2814470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2814461.250000 Penalty: 5045.854980
	Iteration 44Q: 3 clusters Score -2814461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2814464.250000 Penalty: 5045.854980
	Iteration 45Q: 3 clusters Score -2814464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2814466.000000 Penalty: 5045.854980
	Iteration 46Q: 3 clusters Score -2814466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2814465.500000 Penalty: 5045.854980
	Iteration 47Q: 3 clusters Score -2814466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2814471.250000 Penalty: 5045.854980
	Iteration 48Q: 3 clusters Score -2814471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2814471.500000 Penalty: 5045.854980
	Iteration 49Q: 3 clusters Score -2814472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2814471.500000 Penalty: 5045.854980
	Iteration 50F: 3 clusters Score -2814472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (15215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Entering Unmasked Estep 
Score: -1431873.125000 Penalty: 2388.249268
	Iteration 0F: 2 clusters Score -1431873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1420856.000000 Penalty: 4776.498535
	Iteration 0F: 3 clusters Score -1420856 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1424413.375000 Penalty: 4776.498535
	Iteration 1F: 3 clusters Score -1424413 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1424748.625000 Penalty: 4776.498535
	Iteration 2F: 3 clusters Score -1424749 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1425036.500000 Penalty: 4776.498535
	Iteration 3Q: 3 clusters Score -1425036 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1425353.125000 Penalty: 4776.498535
	Iteration 4Q: 3 clusters Score -1425353 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1425644.500000 Penalty: 4776.498535
	Iteration 5Q: 3 clusters Score -1425644 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1425944.250000 Penalty: 4776.498535
	Iteration 6Q: 3 clusters Score -1425944 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1426268.625000 Penalty: 4776.498535
	Iteration 7Q: 3 clusters Score -1426269 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1426591.125000 Penalty: 4776.498535
	Iteration 8Q: 3 clusters Score -1426591 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1426887.250000 Penalty: 4776.498535
	Iteration 9Q: 3 clusters Score -1426887 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1427144.125000 Penalty: 4776.498535
	Iteration 10Q: 3 clusters Score -1427144 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1427369.125000 Penalty: 4776.498535
	Iteration 11Q: 3 clusters Score -1427369 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1427588.375000 Penalty: 4776.498535
	Iteration 12Q: 3 clusters Score -1427588 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1427795.375000 Penalty: 4776.498535
	Iteration 13Q: 3 clusters Score -1427795 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1428006.250000 Penalty: 4776.498535
	Iteration 14Q: 3 clusters Score -1428006 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1428180.750000 Penalty: 4776.498535
	Iteration 15Q: 3 clusters Score -1428181 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1428326.750000 Penalty: 4776.498535
	Iteration 16Q: 3 clusters Score -1428327 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1428430.000000 Penalty: 4776.498535
	Iteration 17Q: 3 clusters Score -1428430 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1428518.750000 Penalty: 4776.498535
	Iteration 18Q: 3 clusters Score -1428519 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1428613.125000 Penalty: 4776.498535
	Iteration 19Q: 3 clusters Score -1428613 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1428679.000000 Penalty: 4776.498535
	Iteration 20F: 3 clusters Score -1428679 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1428722.000000 Penalty: 4776.498535
	Iteration 21Q: 3 clusters Score -1428722 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1428754.500000 Penalty: 4776.498535
	Iteration 22Q: 3 clusters Score -1428754 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1428782.125000 Penalty: 4776.498535
	Iteration 23Q: 3 clusters Score -1428782 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1428811.500000 Penalty: 4776.498535
	Iteration 24Q: 3 clusters Score -1428812 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1428831.750000 Penalty: 4776.498535
	Iteration 25Q: 3 clusters Score -1428832 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1428852.250000 Penalty: 4776.498535
	Iteration 26Q: 3 clusters Score -1428852 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1428874.000000 Penalty: 4776.498535
	Iteration 27Q: 3 clusters Score -1428874 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1428889.625000 Penalty: 4776.498535
	Iteration 28Q: 3 clusters Score -1428890 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1428911.375000 Penalty: 4776.498535
	Iteration 29Q: 3 clusters Score -1428911 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1428921.750000 Penalty: 4776.498535
	Iteration 30Q: 3 clusters Score -1428922 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1428941.000000 Penalty: 4776.498535
	Iteration 31Q: 3 clusters Score -1428941 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1428956.500000 Penalty: 4776.498535
	Iteration 32Q: 3 clusters Score -1428956 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1428976.750000 Penalty: 4776.498535
	Iteration 33Q: 3 clusters Score -1428977 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1428988.000000 Penalty: 4776.498535
	Iteration 34Q: 3 clusters Score -1428988 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1429004.000000 Penalty: 4776.498535
	Iteration 35Q: 3 clusters Score -1429004 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1429016.500000 Penalty: 4776.498535
	Iteration 36Q: 3 clusters Score -1429016 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1429037.000000 Penalty: 4776.498535
	Iteration 37Q: 3 clusters Score -1429037 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1429059.125000 Penalty: 4776.498535
	Iteration 38Q: 3 clusters Score -1429059 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1429074.375000 Penalty: 4776.498535
	Iteration 39Q: 3 clusters Score -1429074 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1429089.500000 Penalty: 4776.498535
	Iteration 40F: 3 clusters Score -1429090 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1429109.625000 Penalty: 4776.498535
	Iteration 41Q: 3 clusters Score -1429110 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1429127.750000 Penalty: 4776.498535
	Iteration 42Q: 3 clusters Score -1429128 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1429146.625000 Penalty: 4776.498535
	Iteration 43Q: 3 clusters Score -1429147 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1429168.625000 Penalty: 4776.498535
	Iteration 44Q: 3 clusters Score -1429169 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1429179.375000 Penalty: 4776.498535
	Iteration 45Q: 3 clusters Score -1429179 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1429196.250000 Penalty: 4776.498535
	Iteration 46Q: 3 clusters Score -1429196 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1429213.875000 Penalty: 4776.498535
	Iteration 47Q: 3 clusters Score -1429214 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1429232.375000 Penalty: 4776.498535
	Iteration 48Q: 3 clusters Score -1429232 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1429248.875000 Penalty: 4776.498535
	Iteration 49Q: 3 clusters Score -1429249 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1429271.750000 Penalty: 4776.498535
	Iteration 50Q: 3 clusters Score -1429272 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1429286.875000 Penalty: 4776.498535
	Iteration 51Q: 3 clusters Score -1429287 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1429305.500000 Penalty: 4776.498535
	Iteration 52Q: 3 clusters Score -1429306 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1429316.625000 Penalty: 4776.498535
	Iteration 53Q: 3 clusters Score -1429317 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1429334.625000 Penalty: 4776.498535
	Iteration 54Q: 3 clusters Score -1429335 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1429352.875000 Penalty: 4776.498535
	Iteration 55Q: 3 clusters Score -1429353 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1429364.375000 Penalty: 4776.498535
	Iteration 56Q: 3 clusters Score -1429364 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1429384.875000 Penalty: 4776.498535
	Iteration 57Q: 3 clusters Score -1429385 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1429404.750000 Penalty: 4776.498535
	Iteration 58Q: 3 clusters Score -1429405 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1429422.500000 Penalty: 4776.498535
	Iteration 59Q: 3 clusters Score -1429422 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1429440.500000 Penalty: 4776.498535
	Iteration 60F: 3 clusters Score -1429440 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1429450.000000 Penalty: 4776.498535
	Iteration 61Q: 3 clusters Score -1429450 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1429470.000000 Penalty: 4776.498535
	Iteration 62Q: 3 clusters Score -1429470 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1429485.875000 Penalty: 4776.498535
	Iteration 63Q: 3 clusters Score -1429486 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1429498.125000 Penalty: 4776.498535
	Iteration 64Q: 3 clusters Score -1429498 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1429501.500000 Penalty: 4776.498535
	Iteration 65Q: 3 clusters Score -1429502 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1429510.250000 Penalty: 4776.498535
	Iteration 66Q: 3 clusters Score -1429510 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1429516.625000 Penalty: 4776.498535
	Iteration 67Q: 3 clusters Score -1429517 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1429527.125000 Penalty: 4776.498535
	Iteration 68Q: 3 clusters Score -1429527 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1429527.875000 Penalty: 4776.498535
	Iteration 69Q: 3 clusters Score -1429528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1429534.875000 Penalty: 4776.498535
	Iteration 70Q: 3 clusters Score -1429535 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1429535.000000 Penalty: 4776.498535
	Iteration 71Q: 3 clusters Score -1429535 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1429539.250000 Penalty: 4776.498535
	Iteration 72Q: 3 clusters Score -1429539 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1429543.500000 Penalty: 4776.498535
	Iteration 73Q: 3 clusters Score -1429544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1429546.375000 Penalty: 4776.498535
	Iteration 74Q: 3 clusters Score -1429546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1429552.625000 Penalty: 4776.498535
	Iteration 75Q: 3 clusters Score -1429553 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1429550.750000 Penalty: 4776.498535
	Iteration 76Q: 3 clusters Score -1429551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1429553.750000 Penalty: 4776.498535
	Iteration 77Q: 3 clusters Score -1429554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1429554.000000 Penalty: 4776.498535
	Iteration 78Q: 3 clusters Score -1429554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1429553.375000 Penalty: 4776.498535
	Iteration 79Q: 3 clusters Score -1429553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1429555.125000 Penalty: 4776.498535
	Iteration 80F: 3 clusters Score -1429555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1429557.375000 Penalty: 4776.498535
	Iteration 81Q: 3 clusters Score -1429557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1429561.125000 Penalty: 4776.498535
	Iteration 82Q: 3 clusters Score -1429561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1429559.625000 Penalty: 4776.498535
	Iteration 83Q: 3 clusters Score -1429560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1429563.000000 Penalty: 4776.498535
	Iteration 84Q: 3 clusters Score -1429563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1429560.750000 Penalty: 4776.498535
	Iteration 85Q: 3 clusters Score -1429561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1429562.375000 Penalty: 4776.498535
	Iteration 86Q: 3 clusters Score -1429562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1429562.375000 Penalty: 4776.498535
	Iteration 87F: 3 clusters Score -1429562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Entering Unmasked Estep 
Score: -112607.664062 Penalty: 1743.871826
	Iteration 0F: 2 clusters Score -112607.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -110642.562500 Penalty: 3487.743652
	Iteration 0F: 3 clusters Score -110642.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -111137.406250 Penalty: 3487.743652
	Iteration 1F: 3 clusters Score -111137.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -111443.421875 Penalty: 3487.743652
	Iteration 2F: 3 clusters Score -111443.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -111751.492188 Penalty: 3487.743652
	Iteration 3F: 3 clusters Score -111751.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -112148.203125 Penalty: 3487.743652
	Iteration 4F: 3 clusters Score -112148.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -112340.070312 Penalty: 3487.743652
	Iteration 5F: 3 clusters Score -112340.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -112429.265625 Penalty: 3487.743652
	Iteration 6Q: 3 clusters Score -112429.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -112456.695312 Penalty: 3487.743652
	Iteration 7Q: 3 clusters Score -112456.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -112471.351562 Penalty: 3487.743652
	Iteration 8Q: 3 clusters Score -112471.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -112474.234375 Penalty: 3487.743652
	Iteration 9Q: 3 clusters Score -112474.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -112478.218750 Penalty: 3487.743652
	Iteration 10Q: 3 clusters Score -112478.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -112481.382812 Penalty: 3487.743652
	Iteration 11Q: 3 clusters Score -112481.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -112487.898438 Penalty: 3487.743652
	Iteration 12Q: 3 clusters Score -112487.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -112491.820312 Penalty: 3487.743652
	Iteration 13Q: 3 clusters Score -112491.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -112492.531250 Penalty: 3487.743652
	Iteration 14Q: 3 clusters Score -112492.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -112492.531250 Penalty: 3487.743652
	Iteration 15F: 3 clusters Score -112492.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -2066353.875000 Penalty: 2442.455078
	Iteration 0F: 2 clusters Score -2066354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -2053039.500000 Penalty: 4884.910156
	Iteration 0F: 3 clusters Score -2053040 nChanged 8325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2057394.625000 Penalty: 4884.910156
	Iteration 1F: 3 clusters Score -2057395 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -2057844.875000 Penalty: 4884.910156
	Iteration 2F: 3 clusters Score -2057845 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -2058235.250000 Penalty: 4884.910156
	Iteration 3F: 3 clusters Score -2058235 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -2058634.500000 Penalty: 4884.910156
	Iteration 4Q: 3 clusters Score -2058634 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -2059063.125000 Penalty: 4884.910156
	Iteration 5Q: 3 clusters Score -2059063 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -2059488.875000 Penalty: 4884.910156
	Iteration 6Q: 3 clusters Score -2059489 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -2059994.750000 Penalty: 4884.910156
	Iteration 7Q: 3 clusters Score -2059995 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -2060491.375000 Penalty: 4884.910156
	Iteration 8Q: 3 clusters Score -2060491 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -2060997.625000 Penalty: 4884.910156
	Iteration 9Q: 3 clusters Score -2060998 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -2061519.125000 Penalty: 4884.910156
	Iteration 10Q: 3 clusters Score -2061519 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -2062027.125000 Penalty: 4884.910156
	Iteration 11Q: 3 clusters Score -2062027 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -2062456.750000 Penalty: 4884.910156
	Iteration 12Q: 3 clusters Score -2062457 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2062845.500000 Penalty: 4884.910156
	Iteration 13Q: 3 clusters Score -2062846 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2063179.375000 Penalty: 4884.910156
	Iteration 14Q: 3 clusters Score -2063179 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2063441.125000 Penalty: 4884.910156
	Iteration 15Q: 3 clusters Score -2063441 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2063650.125000 Penalty: 4884.910156
	Iteration 16Q: 3 clusters Score -2063650 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2063794.875000 Penalty: 4884.910156
	Iteration 17Q: 3 clusters Score -2063795 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2063899.875000 Penalty: 4884.910156
	Iteration 18Q: 3 clusters Score -2063900 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2063965.625000 Penalty: 4884.910156
	Iteration 19Q: 3 clusters Score -2063966 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2064030.750000 Penalty: 4884.910156
	Iteration 20F: 3 clusters Score -2064031 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2064089.375000 Penalty: 4884.910156
	Iteration 21Q: 3 clusters Score -2064089 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2064130.625000 Penalty: 4884.910156
	Iteration 22Q: 3 clusters Score -2064131 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2064169.625000 Penalty: 4884.910156
	Iteration 23Q: 3 clusters Score -2064170 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2064195.625000 Penalty: 4884.910156
	Iteration 24Q: 3 clusters Score -2064196 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2064225.250000 Penalty: 4884.910156
	Iteration 25Q: 3 clusters Score -2064225 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2064245.000000 Penalty: 4884.910156
	Iteration 26Q: 3 clusters Score -2064245 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2064274.250000 Penalty: 4884.910156
	Iteration 27Q: 3 clusters Score -2064274 nChanged 35
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: -2064299.625000 Penalty: 4884.910156
	Iteration 28Q: 3 clusters Score -2064300 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2064319.625000 Penalty: 4884.910156
	Iteration 29Q: 3 clusters Score -2064320 nChanged 25
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: -2064337.250000 Penalty: 4884.910156
	Iteration 30Q: 3 clusters Score -2064337 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: -2064344.250000 Penalty: 4884.910156
	Iteration 31Q: 3 clusters Score -2064344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2064349.500000 Penalty: 4884.910156
	Iteration 32Q: 3 clusters Score -2064350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2064347.750000 Penalty: 4884.910156
	Iteration 33Q: 3 clusters Score -2064348 nChanged 3
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: -2064350.750000 Penalty: 4884.910156
	Iteration 34Q: 3 clusters Score -2064351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2064353.000000 Penalty: 4884.910156
	Iteration 35Q: 3 clusters Score -2064353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2064353.250000 Penalty: 4884.910156
	Iteration 36Q: 3 clusters Score -2064353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2064353.250000 Penalty: 4884.910156
	Iteration 37F: 3 clusters Score -2064353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Entering Unmasked Estep 
Score: -188193.546875 Penalty: 1857.789673
	Iteration 0F: 2 clusters Score -188193.5 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 893 members 
Entering Unmasked Estep 
Score: -185729.578125 Penalty: 3715.579346
	Iteration 0F: 3 clusters Score -185729.6 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -186185.421875 Penalty: 3715.579346
	Iteration 1F: 3 clusters Score -186185.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -186309.671875 Penalty: 3715.579346
	Iteration 2F: 3 clusters Score -186309.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -186364.234375 Penalty: 3715.579346
	Iteration 3Q: 3 clusters Score -186364.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -186406.734375 Penalty: 3715.579346
	Iteration 4Q: 3 clusters Score -186406.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -186430.640625 Penalty: 3715.579346
	Iteration 5Q: 3 clusters Score -186430.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -186455.546875 Penalty: 3715.579346
	Iteration 6Q: 3 clusters Score -186455.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -186472.640625 Penalty: 3715.579346
	Iteration 7Q: 3 clusters Score -186472.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -186487.421875 Penalty: 3715.579346
	Iteration 8Q: 3 clusters Score -186487.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -186498.640625 Penalty: 3715.579346
	Iteration 9Q: 3 clusters Score -186498.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -186507.875000 Penalty: 3715.579346
	Iteration 10Q: 3 clusters Score -186507.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -186514.046875 Penalty: 3715.579346
	Iteration 11Q: 3 clusters Score -186514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -186517.078125 Penalty: 3715.579346
	Iteration 12Q: 3 clusters Score -186517.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -186519.437500 Penalty: 3715.579346
	Iteration 13Q: 3 clusters Score -186519.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -186519.843750 Penalty: 3715.579346
	Iteration 14Q: 3 clusters Score -186519.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -186519.843750 Penalty: 3715.579346
	Iteration 15F: 3 clusters Score -186519.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Entering Unmasked Estep 
Score: -265219.343750 Penalty: 1934.338745
	Iteration 0F: 2 clusters Score -265219.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -262284.250000 Penalty: 3868.677490
	Iteration 0F: 3 clusters Score -262284.2 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -262804.750000 Penalty: 3868.677490
	Iteration 1F: 3 clusters Score -262804.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -262947.218750 Penalty: 3868.677490
	Iteration 2F: 3 clusters Score -262947.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -263024.218750 Penalty: 3868.677490
	Iteration 3Q: 3 clusters Score -263024.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -263062.500000 Penalty: 3868.677490
	Iteration 4Q: 3 clusters Score -263062.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -263089.937500 Penalty: 3868.677490
	Iteration 5Q: 3 clusters Score -263089.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -263109.031250 Penalty: 3868.677490
	Iteration 6Q: 3 clusters Score -263109 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -263126.406250 Penalty: 3868.677490
	Iteration 7Q: 3 clusters Score -263126.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -263149.500000 Penalty: 3868.677490
	Iteration 8Q: 3 clusters Score -263149.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -263176.906250 Penalty: 3868.677490
	Iteration 9Q: 3 clusters Score -263176.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -263209.218750 Penalty: 3868.677490
	Iteration 10Q: 3 clusters Score -263209.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -263223.031250 Penalty: 3868.677490
	Iteration 11Q: 3 clusters Score -263223 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -263234.906250 Penalty: 3868.677490
	Iteration 12Q: 3 clusters Score -263234.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -263254.437500 Penalty: 3868.677490
	Iteration 13Q: 3 clusters Score -263254.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -263265.187500 Penalty: 3868.677490
	Iteration 14Q: 3 clusters Score -263265.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -263274.750000 Penalty: 3868.677490
	Iteration 15Q: 3 clusters Score -263274.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -263281.406250 Penalty: 3868.677490
	Iteration 16Q: 3 clusters Score -263281.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -263287.468750 Penalty: 3868.677490
	Iteration 17Q: 3 clusters Score -263287.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -263294.468750 Penalty: 3868.677490
	Iteration 18Q: 3 clusters Score -263294.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -263302.093750 Penalty: 3868.677490
	Iteration 19Q: 3 clusters Score -263302.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -263312.468750 Penalty: 3868.677490
	Iteration 20F: 3 clusters Score -263312.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -263324.625000 Penalty: 3868.677490
	Iteration 21Q: 3 clusters Score -263324.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -263339.093750 Penalty: 3868.677490
	Iteration 22Q: 3 clusters Score -263339.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -263355.156250 Penalty: 3868.677490
	Iteration 23Q: 3 clusters Score -263355.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -263370.812500 Penalty: 3868.677490
	Iteration 24Q: 3 clusters Score -263370.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -263386.093750 Penalty: 3868.677490
	Iteration 25Q: 3 clusters Score -263386.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -263399.312500 Penalty: 3868.677490
	Iteration 26Q: 3 clusters Score -263399.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -263414.218750 Penalty: 3868.677490
	Iteration 27Q: 3 clusters Score -263414.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -263424.562500 Penalty: 3868.677490
	Iteration 28Q: 3 clusters Score -263424.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -263435.000000 Penalty: 3868.677490
	Iteration 29Q: 3 clusters Score -263435 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -263452.093750 Penalty: 3868.677490
	Iteration 30Q: 3 clusters Score -263452.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -263465.125000 Penalty: 3868.677490
	Iteration 31Q: 3 clusters Score -263465.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -263475.812500 Penalty: 3868.677490
	Iteration 32Q: 3 clusters Score -263475.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -263484.343750 Penalty: 3868.677490
	Iteration 33Q: 3 clusters Score -263484.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -263492.656250 Penalty: 3868.677490
	Iteration 34Q: 3 clusters Score -263492.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -263505.937500 Penalty: 3868.677490
	Iteration 35Q: 3 clusters Score -263505.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -263518.593750 Penalty: 3868.677490
	Iteration 36Q: 3 clusters Score -263518.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -263531.968750 Penalty: 3868.677490
	Iteration 37Q: 3 clusters Score -263532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -263539.718750 Penalty: 3868.677490
	Iteration 38Q: 3 clusters Score -263539.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -263547.562500 Penalty: 3868.677490
	Iteration 39Q: 3 clusters Score -263547.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -263550.187500 Penalty: 3868.677490
	Iteration 40F: 3 clusters Score -263550.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -263551.843750 Penalty: 3868.677490
	Iteration 41Q: 3 clusters Score -263551.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -263553.000000 Penalty: 3868.677490
	Iteration 42Q: 3 clusters Score -263553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -263554.687500 Penalty: 3868.677490
	Iteration 43Q: 3 clusters Score -263554.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -263555.500000 Penalty: 3868.677490
	Iteration 44Q: 3 clusters Score -263555.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -263556.406250 Penalty: 3868.677490
	Iteration 45Q: 3 clusters Score -263556.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -263558.125000 Penalty: 3868.677490
	Iteration 46Q: 3 clusters Score -263558.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -263558.843750 Penalty: 3868.677490
	Iteration 47Q: 3 clusters Score -263558.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -263560.375000 Penalty: 3868.677490
	Iteration 48Q: 3 clusters Score -263560.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -263561.500000 Penalty: 3868.677490
	Iteration 49Q: 3 clusters Score -263561.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -263562.031250 Penalty: 3868.677490
	Iteration 50Q: 3 clusters Score -263562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -263562.625000 Penalty: 3868.677490
	Iteration 51Q: 3 clusters Score -263562.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -263564.062500 Penalty: 3868.677490
	Iteration 52Q: 3 clusters Score -263564.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -263563.968750 Penalty: 3868.677490
	Iteration 53Q: 3 clusters Score -263564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -263564.656250 Penalty: 3868.677490
	Iteration 54Q: 3 clusters Score -263564.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -263564.750000 Penalty: 3868.677490
	Iteration 55Q: 3 clusters Score -263564.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -263564.750000 Penalty: 3868.677490
	Iteration 56F: 3 clusters Score -263564.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Entering Unmasked Estep 
Score: -55546.757812 Penalty: 1580.583252
	Iteration 0F: 2 clusters Score -55546.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -54088.753906 Penalty: 3161.166504
	Iteration 0F: 3 clusters Score -54088.75 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -54522.101562 Penalty: 3161.166504
	Iteration 1F: 3 clusters Score -54522.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -54720.062500 Penalty: 3161.166504
	Iteration 2F: 3 clusters Score -54720.06 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -54813.250000 Penalty: 3161.166504
	Iteration 3Q: 3 clusters Score -54813.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -54864.730469 Penalty: 3161.166504
	Iteration 4Q: 3 clusters Score -54864.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -54896.226562 Penalty: 3161.166504
	Iteration 5Q: 3 clusters Score -54896.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -54901.082031 Penalty: 3161.166504
	Iteration 6Q: 3 clusters Score -54901.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -54905.378906 Penalty: 3161.166504
	Iteration 7Q: 3 clusters Score -54905.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -54905.378906 Penalty: 3161.166504
	Iteration 8F: 3 clusters Score -54905.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Entering Unmasked Estep 
Score: -162131.984375 Penalty: 1820.848633
	Iteration 0F: 2 clusters Score -162132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -159819.671875 Penalty: 3641.697266
	Iteration 0F: 3 clusters Score -159819.7 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -160212.062500 Penalty: 3641.697266
	Iteration 1F: 3 clusters Score -160212.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -160345.703125 Penalty: 3641.697266
	Iteration 2F: 3 clusters Score -160345.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -160424.375000 Penalty: 3641.697266
	Iteration 3Q: 3 clusters Score -160424.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -160500.484375 Penalty: 3641.697266
	Iteration 4Q: 3 clusters Score -160500.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -160607.656250 Penalty: 3641.697266
	Iteration 5Q: 3 clusters Score -160607.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -160723.843750 Penalty: 3641.697266
	Iteration 6Q: 3 clusters Score -160723.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -160816.140625 Penalty: 3641.697266
	Iteration 7Q: 3 clusters Score -160816.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -160878.062500 Penalty: 3641.697266
	Iteration 8Q: 3 clusters Score -160878.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -160933.937500 Penalty: 3641.697266
	Iteration 9Q: 3 clusters Score -160933.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -160977.734375 Penalty: 3641.697266
	Iteration 10Q: 3 clusters Score -160977.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -161008.921875 Penalty: 3641.697266
	Iteration 11Q: 3 clusters Score -161008.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -161041.156250 Penalty: 3641.697266
	Iteration 12Q: 3 clusters Score -161041.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -161065.671875 Penalty: 3641.697266
	Iteration 13Q: 3 clusters Score -161065.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -161091.046875 Penalty: 3641.697266
	Iteration 14Q: 3 clusters Score -161091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -161102.093750 Penalty: 3641.697266
	Iteration 15Q: 3 clusters Score -161102.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -161107.921875 Penalty: 3641.697266
	Iteration 16Q: 3 clusters Score -161107.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -161111.015625 Penalty: 3641.697266
	Iteration 17Q: 3 clusters Score -161111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -161113.968750 Penalty: 3641.697266
	Iteration 18Q: 3 clusters Score -161114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -161114.281250 Penalty: 3641.697266
	Iteration 19Q: 3 clusters Score -161114.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -161114.890625 Penalty: 3641.697266
	Iteration 20F: 3 clusters Score -161114.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -161115.656250 Penalty: 3641.697266
	Iteration 21Q: 3 clusters Score -161115.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -161115.656250 Penalty: 3641.697266
	Iteration 22F: 3 clusters Score -161115.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Entering Unmasked Estep 
Score: -154586.250000 Penalty: 1808.668457
	Iteration 0F: 2 clusters Score -154586.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -152311.031250 Penalty: 3617.336914
	Iteration 0F: 3 clusters Score -152311 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -152673.015625 Penalty: 3617.336914
	Iteration 1F: 3 clusters Score -152673 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -152777.265625 Penalty: 3617.336914
	Iteration 2F: 3 clusters Score -152777.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -152819.406250 Penalty: 3617.336914
	Iteration 3Q: 3 clusters Score -152819.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -152848.234375 Penalty: 3617.336914
	Iteration 4Q: 3 clusters Score -152848.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -152862.140625 Penalty: 3617.336914
	Iteration 5Q: 3 clusters Score -152862.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -152877.296875 Penalty: 3617.336914
	Iteration 6Q: 3 clusters Score -152877.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -152889.625000 Penalty: 3617.336914
	Iteration 7Q: 3 clusters Score -152889.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -152902.140625 Penalty: 3617.336914
	Iteration 8Q: 3 clusters Score -152902.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -152913.703125 Penalty: 3617.336914
	Iteration 9Q: 3 clusters Score -152913.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -152920.859375 Penalty: 3617.336914
	Iteration 10Q: 3 clusters Score -152920.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -152934.750000 Penalty: 3617.336914
	Iteration 11Q: 3 clusters Score -152934.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -152940.390625 Penalty: 3617.336914
	Iteration 12Q: 3 clusters Score -152940.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -152944.796875 Penalty: 3617.336914
	Iteration 13Q: 3 clusters Score -152944.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -152949.531250 Penalty: 3617.336914
	Iteration 14Q: 3 clusters Score -152949.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -152951.593750 Penalty: 3617.336914
	Iteration 15Q: 3 clusters Score -152951.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -152952.281250 Penalty: 3617.336914
	Iteration 16Q: 3 clusters Score -152952.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -152952.281250 Penalty: 3617.336914
	Iteration 17F: 3 clusters Score -152952.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (14154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Entering Unmasked Estep 
Score: -1379788.125000 Penalty: 2370.322754
	Iteration 0F: 2 clusters Score -1379788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1369419.750000 Penalty: 4740.645508
	Iteration 0F: 3 clusters Score -1369420 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1372753.000000 Penalty: 4740.645508
	Iteration 1F: 3 clusters Score -1372753 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1373296.750000 Penalty: 4740.645508
	Iteration 2F: 3 clusters Score -1373297 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1373882.375000 Penalty: 4740.645508
	Iteration 3F: 3 clusters Score -1373882 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1374501.500000 Penalty: 4740.645508
	Iteration 4F: 3 clusters Score -1374502 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1375103.250000 Penalty: 4740.645508
	Iteration 5F: 3 clusters Score -1375103 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1375659.000000 Penalty: 4740.645508
	Iteration 6F: 3 clusters Score -1375659 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1376133.625000 Penalty: 4740.645508
	Iteration 7Q: 3 clusters Score -1376134 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1376585.125000 Penalty: 4740.645508
	Iteration 8Q: 3 clusters Score -1376585 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1376883.250000 Penalty: 4740.645508
	Iteration 9Q: 3 clusters Score -1376883 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1377074.625000 Penalty: 4740.645508
	Iteration 10Q: 3 clusters Score -1377075 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1377191.000000 Penalty: 4740.645508
	Iteration 11Q: 3 clusters Score -1377191 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1377282.875000 Penalty: 4740.645508
	Iteration 12Q: 3 clusters Score -1377283 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1377336.250000 Penalty: 4740.645508
	Iteration 13Q: 3 clusters Score -1377336 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1377371.625000 Penalty: 4740.645508
	Iteration 14Q: 3 clusters Score -1377372 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1377392.875000 Penalty: 4740.645508
	Iteration 15Q: 3 clusters Score -1377393 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1377410.875000 Penalty: 4740.645508
	Iteration 16Q: 3 clusters Score -1377411 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1377419.500000 Penalty: 4740.645508
	Iteration 17Q: 3 clusters Score -1377420 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1377433.000000 Penalty: 4740.645508
	Iteration 18Q: 3 clusters Score -1377433 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1377444.500000 Penalty: 4740.645508
	Iteration 19Q: 3 clusters Score -1377444 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1377452.500000 Penalty: 4740.645508
	Iteration 20F: 3 clusters Score -1377452 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1377458.750000 Penalty: 4740.645508
	Iteration 21Q: 3 clusters Score -1377459 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1377469.375000 Penalty: 4740.645508
	Iteration 22Q: 3 clusters Score -1377469 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1377477.500000 Penalty: 4740.645508
	Iteration 23Q: 3 clusters Score -1377478 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1377481.875000 Penalty: 4740.645508
	Iteration 24Q: 3 clusters Score -1377482 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1377485.625000 Penalty: 4740.645508
	Iteration 25Q: 3 clusters Score -1377486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1377489.875000 Penalty: 4740.645508
	Iteration 26Q: 3 clusters Score -1377490 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1377495.750000 Penalty: 4740.645508
	Iteration 27Q: 3 clusters Score -1377496 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1377504.875000 Penalty: 4740.645508
	Iteration 28Q: 3 clusters Score -1377505 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1377512.250000 Penalty: 4740.645508
	Iteration 29Q: 3 clusters Score -1377512 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1377519.750000 Penalty: 4740.645508
	Iteration 30Q: 3 clusters Score -1377520 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1377520.750000 Penalty: 4740.645508
	Iteration 31Q: 3 clusters Score -1377521 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1377532.000000 Penalty: 4740.645508
	Iteration 32Q: 3 clusters Score -1377532 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1377549.250000 Penalty: 4740.645508
	Iteration 33Q: 3 clusters Score -1377549 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1377557.750000 Penalty: 4740.645508
	Iteration 34Q: 3 clusters Score -1377558 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1377568.625000 Penalty: 4740.645508
	Iteration 35Q: 3 clusters Score -1377569 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1377577.500000 Penalty: 4740.645508
	Iteration 36Q: 3 clusters Score -1377578 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1377582.375000 Penalty: 4740.645508
	Iteration 37Q: 3 clusters Score -1377582 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1377590.125000 Penalty: 4740.645508
	Iteration 38Q: 3 clusters Score -1377590 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1377598.375000 Penalty: 4740.645508
	Iteration 39Q: 3 clusters Score -1377598 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1377605.625000 Penalty: 4740.645508
	Iteration 40F: 3 clusters Score -1377606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1377605.875000 Penalty: 4740.645508
	Iteration 41Q: 3 clusters Score -1377606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1377604.375000 Penalty: 4740.645508
	Iteration 42Q: 3 clusters Score -1377604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1377608.375000 Penalty: 4740.645508
	Iteration 43Q: 3 clusters Score -1377608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1377611.875000 Penalty: 4740.645508
	Iteration 44Q: 3 clusters Score -1377612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1377610.875000 Penalty: 4740.645508
	Iteration 45Q: 3 clusters Score -1377611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1377614.125000 Penalty: 4740.645508
	Iteration 46Q: 3 clusters Score -1377614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1377616.000000 Penalty: 4740.645508
	Iteration 47Q: 3 clusters Score -1377616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1377616.250000 Penalty: 4740.645508
	Iteration 48Q: 3 clusters Score -1377616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1377617.125000 Penalty: 4740.645508
	Iteration 49Q: 3 clusters Score -1377617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1377616.750000 Penalty: 4740.645508
	Iteration 50Q: 3 clusters Score -1377617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1377614.875000 Penalty: 4740.645508
	Iteration 51Q: 3 clusters Score -1377615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1377618.000000 Penalty: 4740.645508
	Iteration 52Q: 3 clusters Score -1377618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1377612.250000 Penalty: 4740.645508
	Iteration 53Q: 3 clusters Score -1377612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1377616.625000 Penalty: 4740.645508
	Iteration 54Q: 3 clusters Score -1377617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1377616.250000 Penalty: 4740.645508
	Iteration 55Q: 3 clusters Score -1377616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1377619.000000 Penalty: 4740.645508
	Iteration 56Q: 3 clusters Score -1377619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1377625.000000 Penalty: 4740.645508
	Iteration 57Q: 3 clusters Score -1377625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1377624.000000 Penalty: 4740.645508
	Iteration 58Q: 3 clusters Score -1377624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1377625.000000 Penalty: 4740.645508
	Iteration 59Q: 3 clusters Score -1377625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1377627.250000 Penalty: 4740.645508
	Iteration 60F: 3 clusters Score -1377627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1377625.500000 Penalty: 4740.645508
	Iteration 61Q: 3 clusters Score -1377626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1377626.750000 Penalty: 4740.645508
	Iteration 62Q: 3 clusters Score -1377627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1377627.750000 Penalty: 4740.645508
	Iteration 63Q: 3 clusters Score -1377628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1377629.750000 Penalty: 4740.645508
	Iteration 64Q: 3 clusters Score -1377630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1377629.000000 Penalty: 4740.645508
	Iteration 65Q: 3 clusters Score -1377629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1377630.625000 Penalty: 4740.645508
	Iteration 66Q: 3 clusters Score -1377631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1377632.875000 Penalty: 4740.645508
	Iteration 67Q: 3 clusters Score -1377633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1377635.625000 Penalty: 4740.645508
	Iteration 68Q: 3 clusters Score -1377636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1377639.000000 Penalty: 4740.645508
	Iteration 69Q: 3 clusters Score -1377639 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1377642.125000 Penalty: 4740.645508
	Iteration 70Q: 3 clusters Score -1377642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1377641.375000 Penalty: 4740.645508
	Iteration 71Q: 3 clusters Score -1377641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1377642.625000 Penalty: 4740.645508
	Iteration 72Q: 3 clusters Score -1377643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1377645.125000 Penalty: 4740.645508
	Iteration 73Q: 3 clusters Score -1377645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1377648.500000 Penalty: 4740.645508
	Iteration 74Q: 3 clusters Score -1377648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1377648.125000 Penalty: 4740.645508
	Iteration 75Q: 3 clusters Score -1377648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1377647.500000 Penalty: 4740.645508
	Iteration 76Q: 3 clusters Score -1377648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1377649.625000 Penalty: 4740.645508
	Iteration 77Q: 3 clusters Score -1377650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1377653.750000 Penalty: 4740.645508
	Iteration 78Q: 3 clusters Score -1377654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1377655.500000 Penalty: 4740.645508
	Iteration 79Q: 3 clusters Score -1377656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1377653.125000 Penalty: 4740.645508
	Iteration 80F: 3 clusters Score -1377653 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1377656.625000 Penalty: 4740.645508
	Iteration 81Q: 3 clusters Score -1377657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1377660.000000 Penalty: 4740.645508
	Iteration 82Q: 3 clusters Score -1377660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1377658.500000 Penalty: 4740.645508
	Iteration 83Q: 3 clusters Score -1377658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1377657.250000 Penalty: 4740.645508
	Iteration 84Q: 3 clusters Score -1377657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1377657.750000 Penalty: 4740.645508
	Iteration 85Q: 3 clusters Score -1377658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1377658.500000 Penalty: 4740.645508
	Iteration 86Q: 3 clusters Score -1377658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1377660.125000 Penalty: 4740.645508
	Iteration 87Q: 3 clusters Score -1377660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1377660.125000 Penalty: 4740.645508
	Iteration 88Q: 3 clusters Score -1377660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1377665.125000 Penalty: 4740.645508
	Iteration 89Q: 3 clusters Score -1377665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1377664.250000 Penalty: 4740.645508
	Iteration 90Q: 3 clusters Score -1377664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1377667.250000 Penalty: 4740.645508
	Iteration 91Q: 3 clusters Score -1377667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1377669.750000 Penalty: 4740.645508
	Iteration 92Q: 3 clusters Score -1377670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1377671.625000 Penalty: 4740.645508
	Iteration 93Q: 3 clusters Score -1377672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1377672.125000 Penalty: 4740.645508
	Iteration 94Q: 3 clusters Score -1377672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1377674.000000 Penalty: 4740.645508
	Iteration 95Q: 3 clusters Score -1377674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1377676.125000 Penalty: 4740.645508
	Iteration 96Q: 3 clusters Score -1377676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1377676.125000 Penalty: 4740.645508
	Iteration 97Q: 3 clusters Score -1377676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1377674.375000 Penalty: 4740.645508
	Iteration 98Q: 3 clusters Score -1377674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1377677.125000 Penalty: 4740.645508
	Iteration 99Q: 3 clusters Score -1377677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1377678.625000 Penalty: 4740.645508
	Iteration 100F: 3 clusters Score -1377679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1377675.500000 Penalty: 4740.645508
	Iteration 101Q: 3 clusters Score -1377676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1377678.500000 Penalty: 4740.645508
	Iteration 102Q: 3 clusters Score -1377678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1377679.625000 Penalty: 4740.645508
	Iteration 103Q: 3 clusters Score -1377680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1377680.500000 Penalty: 4740.645508
	Iteration 104Q: 3 clusters Score -1377680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1377683.000000 Penalty: 4740.645508
	Iteration 105Q: 3 clusters Score -1377683 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1377685.875000 Penalty: 4740.645508
	Iteration 106Q: 3 clusters Score -1377686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1377687.500000 Penalty: 4740.645508
	Iteration 107Q: 3 clusters Score -1377688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1377687.000000 Penalty: 4740.645508
	Iteration 108Q: 3 clusters Score -1377687 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1377691.125000 Penalty: 4740.645508
	Iteration 109Q: 3 clusters Score -1377691 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1377694.625000 Penalty: 4740.645508
	Iteration 110Q: 3 clusters Score -1377695 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1377696.750000 Penalty: 4740.645508
	Iteration 111Q: 3 clusters Score -1377697 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1377699.500000 Penalty: 4740.645508
	Iteration 112Q: 3 clusters Score -1377700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1377701.875000 Penalty: 4740.645508
	Iteration 113Q: 3 clusters Score -1377702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1377708.125000 Penalty: 4740.645508
	Iteration 114Q: 3 clusters Score -1377708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1377708.750000 Penalty: 4740.645508
	Iteration 115Q: 3 clusters Score -1377709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1377714.625000 Penalty: 4740.645508
	Iteration 116Q: 3 clusters Score -1377715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1377714.625000 Penalty: 4740.645508
	Iteration 117Q: 3 clusters Score -1377715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1377715.625000 Penalty: 4740.645508
	Iteration 118Q: 3 clusters Score -1377716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1377716.750000 Penalty: 4740.645508
	Iteration 119Q: 3 clusters Score -1377717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1377718.875000 Penalty: 4740.645508
	Iteration 120F: 3 clusters Score -1377719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1377716.000000 Penalty: 4740.645508
	Iteration 121Q: 3 clusters Score -1377716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1377719.000000 Penalty: 4740.645508
	Iteration 122Q: 3 clusters Score -1377719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1377719.625000 Penalty: 4740.645508
	Iteration 123Q: 3 clusters Score -1377720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1377718.875000 Penalty: 4740.645508
	Iteration 124Q: 3 clusters Score -1377719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1377718.875000 Penalty: 4740.645508
	Iteration 125F: 3 clusters Score -1377719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Entering Unmasked Estep 
Score: -368578.062500 Penalty: 2028.093506
	Iteration 0F: 2 clusters Score -368578.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -364960.218750 Penalty: 4056.187012
	Iteration 0F: 3 clusters Score -364960.2 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -365739.906250 Penalty: 4056.187012
	Iteration 1F: 3 clusters Score -365739.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -365921.906250 Penalty: 4056.187012
	Iteration 2F: 3 clusters Score -365921.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -366027.093750 Penalty: 4056.187012
	Iteration 3Q: 3 clusters Score -366027.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -366106.625000 Penalty: 4056.187012
	Iteration 4Q: 3 clusters Score -366106.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -366168.218750 Penalty: 4056.187012
	Iteration 5Q: 3 clusters Score -366168.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -366225.125000 Penalty: 4056.187012
	Iteration 6Q: 3 clusters Score -366225.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -366287.687500 Penalty: 4056.187012
	Iteration 7Q: 3 clusters Score -366287.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -366350.437500 Penalty: 4056.187012
	Iteration 8Q: 3 clusters Score -366350.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -366435.843750 Penalty: 4056.187012
	Iteration 9Q: 3 clusters Score -366435.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -366574.375000 Penalty: 4056.187012
	Iteration 10Q: 3 clusters Score -366574.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -366859.031250 Penalty: 4056.187012
	Iteration 11Q: 3 clusters Score -366859 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -367321.968750 Penalty: 4056.187012
	Iteration 12F: 3 clusters Score -367322 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -367800.718750 Penalty: 4056.187012
	Iteration 13F: 3 clusters Score -367800.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -368185.531250 Penalty: 4056.187012
	Iteration 14F: 3 clusters Score -368185.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -368358.000000 Penalty: 4056.187012
	Iteration 15Q: 3 clusters Score -368358 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -368419.687500 Penalty: 4056.187012
	Iteration 16Q: 3 clusters Score -368419.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -368441.031250 Penalty: 4056.187012
	Iteration 17Q: 3 clusters Score -368441 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -368450.468750 Penalty: 4056.187012
	Iteration 18Q: 3 clusters Score -368450.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -368455.343750 Penalty: 4056.187012
	Iteration 19Q: 3 clusters Score -368455.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -368458.406250 Penalty: 4056.187012
	Iteration 20F: 3 clusters Score -368458.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -368460.343750 Penalty: 4056.187012
	Iteration 21Q: 3 clusters Score -368460.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -368463.781250 Penalty: 4056.187012
	Iteration 22Q: 3 clusters Score -368463.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -368464.437500 Penalty: 4056.187012
	Iteration 23Q: 3 clusters Score -368464.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -368465.031250 Penalty: 4056.187012
	Iteration 24Q: 3 clusters Score -368465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -368465.031250 Penalty: 4056.187012
	Iteration 25F: 3 clusters Score -368465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Entering Unmasked Estep 
Score: -623308.250000 Penalty: 2147.872070
	Iteration 0F: 2 clusters Score -623308.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -618289.125000 Penalty: 4295.744141
	Iteration 0F: 3 clusters Score -618289.1 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -619422.500000 Penalty: 4295.744141
	Iteration 1F: 3 clusters Score -619422.5 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -619644.250000 Penalty: 4295.744141
	Iteration 2F: 3 clusters Score -619644.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -619771.875000 Penalty: 4295.744141
	Iteration 3Q: 3 clusters Score -619771.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -619873.437500 Penalty: 4295.744141
	Iteration 4Q: 3 clusters Score -619873.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -619973.562500 Penalty: 4295.744141
	Iteration 5Q: 3 clusters Score -619973.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -620042.062500 Penalty: 4295.744141
	Iteration 6Q: 3 clusters Score -620042.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -620098.750000 Penalty: 4295.744141
	Iteration 7Q: 3 clusters Score -620098.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -620151.562500 Penalty: 4295.744141
	Iteration 8Q: 3 clusters Score -620151.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -620199.437500 Penalty: 4295.744141
	Iteration 9Q: 3 clusters Score -620199.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -620245.187500 Penalty: 4295.744141
	Iteration 10Q: 3 clusters Score -620245.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -620288.187500 Penalty: 4295.744141
	Iteration 11Q: 3 clusters Score -620288.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -620331.250000 Penalty: 4295.744141
	Iteration 12Q: 3 clusters Score -620331.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -620369.187500 Penalty: 4295.744141
	Iteration 13Q: 3 clusters Score -620369.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -620415.625000 Penalty: 4295.744141
	Iteration 14Q: 3 clusters Score -620415.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -620469.062500 Penalty: 4295.744141
	Iteration 15Q: 3 clusters Score -620469.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -620526.187500 Penalty: 4295.744141
	Iteration 16Q: 3 clusters Score -620526.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -620581.125000 Penalty: 4295.744141
	Iteration 17Q: 3 clusters Score -620581.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -620647.500000 Penalty: 4295.744141
	Iteration 18Q: 3 clusters Score -620647.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -620711.187500 Penalty: 4295.744141
	Iteration 19Q: 3 clusters Score -620711.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -620779.937500 Penalty: 4295.744141
	Iteration 20F: 3 clusters Score -620779.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -620830.500000 Penalty: 4295.744141
	Iteration 21Q: 3 clusters Score -620830.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -620880.187500 Penalty: 4295.744141
	Iteration 22Q: 3 clusters Score -620880.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -620941.500000 Penalty: 4295.744141
	Iteration 23Q: 3 clusters Score -620941.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -621000.875000 Penalty: 4295.744141
	Iteration 24Q: 3 clusters Score -621000.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -621052.500000 Penalty: 4295.744141
	Iteration 25Q: 3 clusters Score -621052.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -621093.187500 Penalty: 4295.744141
	Iteration 26Q: 3 clusters Score -621093.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -621134.312500 Penalty: 4295.744141
	Iteration 27Q: 3 clusters Score -621134.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -621166.437500 Penalty: 4295.744141
	Iteration 28Q: 3 clusters Score -621166.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -621197.062500 Penalty: 4295.744141
	Iteration 29Q: 3 clusters Score -621197.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -621225.250000 Penalty: 4295.744141
	Iteration 30Q: 3 clusters Score -621225.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -621250.500000 Penalty: 4295.744141
	Iteration 31Q: 3 clusters Score -621250.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -621270.750000 Penalty: 4295.744141
	Iteration 32Q: 3 clusters Score -621270.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -621296.062500 Penalty: 4295.744141
	Iteration 33Q: 3 clusters Score -621296.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -621305.937500 Penalty: 4295.744141
	Iteration 34Q: 3 clusters Score -621305.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -621313.875000 Penalty: 4295.744141
	Iteration 35Q: 3 clusters Score -621313.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -621320.562500 Penalty: 4295.744141
	Iteration 36Q: 3 clusters Score -621320.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -621327.000000 Penalty: 4295.744141
	Iteration 37Q: 3 clusters Score -621327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -621334.562500 Penalty: 4295.744141
	Iteration 38Q: 3 clusters Score -621334.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -621342.937500 Penalty: 4295.744141
	Iteration 39Q: 3 clusters Score -621342.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -621349.125000 Penalty: 4295.744141
	Iteration 40F: 3 clusters Score -621349.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -621351.750000 Penalty: 4295.744141
	Iteration 41Q: 3 clusters Score -621351.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -621355.187500 Penalty: 4295.744141
	Iteration 42Q: 3 clusters Score -621355.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -621359.750000 Penalty: 4295.744141
	Iteration 43Q: 3 clusters Score -621359.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -621366.937500 Penalty: 4295.744141
	Iteration 44Q: 3 clusters Score -621366.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -621380.062500 Penalty: 4295.744141
	Iteration 45Q: 3 clusters Score -621380.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -621388.875000 Penalty: 4295.744141
	Iteration 46Q: 3 clusters Score -621388.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -621393.937500 Penalty: 4295.744141
	Iteration 47Q: 3 clusters Score -621393.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -621401.750000 Penalty: 4295.744141
	Iteration 48Q: 3 clusters Score -621401.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -621405.437500 Penalty: 4295.744141
	Iteration 49Q: 3 clusters Score -621405.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -621413.500000 Penalty: 4295.744141
	Iteration 50Q: 3 clusters Score -621413.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -621416.000000 Penalty: 4295.744141
	Iteration 51Q: 3 clusters Score -621416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -621419.687500 Penalty: 4295.744141
	Iteration 52Q: 3 clusters Score -621419.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -621424.750000 Penalty: 4295.744141
	Iteration 53Q: 3 clusters Score -621424.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -621425.437500 Penalty: 4295.744141
	Iteration 54Q: 3 clusters Score -621425.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -621426.812500 Penalty: 4295.744141
	Iteration 55Q: 3 clusters Score -621426.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -621428.250000 Penalty: 4295.744141
	Iteration 56Q: 3 clusters Score -621428.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -621427.875000 Penalty: 4295.744141
	Iteration 57Q: 3 clusters Score -621427.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -621428.812500 Penalty: 4295.744141
	Iteration 58Q: 3 clusters Score -621428.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -621429.312500 Penalty: 4295.744141
	Iteration 59Q: 3 clusters Score -621429.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -621429.312500 Penalty: 4295.744141
	Iteration 60F: 3 clusters Score -621429.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (3175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Entering Unmasked Estep 
Score: -338478.125000 Penalty: 1999.639526
	Iteration 0F: 2 clusters Score -338478.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -335099.750000 Penalty: 3999.279053
	Iteration 0F: 3 clusters Score -335099.8 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -335767.937500 Penalty: 3999.279053
	Iteration 1F: 3 clusters Score -335767.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -335956.500000 Penalty: 3999.279053
	Iteration 2F: 3 clusters Score -335956.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -336042.687500 Penalty: 3999.279053
	Iteration 3Q: 3 clusters Score -336042.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -336110.093750 Penalty: 3999.279053
	Iteration 4Q: 3 clusters Score -336110.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -336179.156250 Penalty: 3999.279053
	Iteration 5Q: 3 clusters Score -336179.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -336248.062500 Penalty: 3999.279053
	Iteration 6Q: 3 clusters Score -336248.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -336307.531250 Penalty: 3999.279053
	Iteration 7Q: 3 clusters Score -336307.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -336359.625000 Penalty: 3999.279053
	Iteration 8Q: 3 clusters Score -336359.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -336415.562500 Penalty: 3999.279053
	Iteration 9Q: 3 clusters Score -336415.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -336469.062500 Penalty: 3999.279053
	Iteration 10Q: 3 clusters Score -336469.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -336525.125000 Penalty: 3999.279053
	Iteration 11Q: 3 clusters Score -336525.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -336576.718750 Penalty: 3999.279053
	Iteration 12Q: 3 clusters Score -336576.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -336622.625000 Penalty: 3999.279053
	Iteration 13Q: 3 clusters Score -336622.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -336672.500000 Penalty: 3999.279053
	Iteration 14Q: 3 clusters Score -336672.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -336732.281250 Penalty: 3999.279053
	Iteration 15Q: 3 clusters Score -336732.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -336791.468750 Penalty: 3999.279053
	Iteration 16Q: 3 clusters Score -336791.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -336841.000000 Penalty: 3999.279053
	Iteration 17Q: 3 clusters Score -336841 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -336903.250000 Penalty: 3999.279053
	Iteration 18Q: 3 clusters Score -336903.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -336942.281250 Penalty: 3999.279053
	Iteration 19Q: 3 clusters Score -336942.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -336970.625000 Penalty: 3999.279053
	Iteration 20F: 3 clusters Score -336970.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -336994.406250 Penalty: 3999.279053
	Iteration 21Q: 3 clusters Score -336994.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -337019.093750 Penalty: 3999.279053
	Iteration 22Q: 3 clusters Score -337019.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -337037.968750 Penalty: 3999.279053
	Iteration 23Q: 3 clusters Score -337038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -337051.781250 Penalty: 3999.279053
	Iteration 24Q: 3 clusters Score -337051.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -337064.500000 Penalty: 3999.279053
	Iteration 25Q: 3 clusters Score -337064.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -337075.218750 Penalty: 3999.279053
	Iteration 26Q: 3 clusters Score -337075.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -337083.812500 Penalty: 3999.279053
	Iteration 27Q: 3 clusters Score -337083.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -337090.343750 Penalty: 3999.279053
	Iteration 28Q: 3 clusters Score -337090.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -337094.718750 Penalty: 3999.279053
	Iteration 29Q: 3 clusters Score -337094.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -337099.875000 Penalty: 3999.279053
	Iteration 30Q: 3 clusters Score -337099.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -337102.187500 Penalty: 3999.279053
	Iteration 31Q: 3 clusters Score -337102.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -337103.687500 Penalty: 3999.279053
	Iteration 32Q: 3 clusters Score -337103.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -337104.000000 Penalty: 3999.279053
	Iteration 33Q: 3 clusters Score -337104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -337104.781250 Penalty: 3999.279053
	Iteration 34Q: 3 clusters Score -337104.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -337104.875000 Penalty: 3999.279053
	Iteration 35Q: 3 clusters Score -337104.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -337106.843750 Penalty: 3999.279053
	Iteration 36Q: 3 clusters Score -337106.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -337107.375000 Penalty: 3999.279053
	Iteration 37Q: 3 clusters Score -337107.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -337108.468750 Penalty: 3999.279053
	Iteration 38Q: 3 clusters Score -337108.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -337109.531250 Penalty: 3999.279053
	Iteration 39Q: 3 clusters Score -337109.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -337110.562500 Penalty: 3999.279053
	Iteration 40F: 3 clusters Score -337110.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -337111.281250 Penalty: 3999.279053
	Iteration 41Q: 3 clusters Score -337111.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -337111.781250 Penalty: 3999.279053
	Iteration 42Q: 3 clusters Score -337111.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -337112.125000 Penalty: 3999.279053
	Iteration 43Q: 3 clusters Score -337112.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -337112.125000 Penalty: 3999.279053
	Iteration 44F: 3 clusters Score -337112.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (18807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Entering Unmasked Estep 
Score: -1862763.375000 Penalty: 2440.812256
	Iteration 0F: 2 clusters Score -1862763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1849474.125000 Penalty: 4881.624512
	Iteration 0F: 3 clusters Score -1849474 nChanged 8227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1854230.375000 Penalty: 4881.624512
	Iteration 1F: 3 clusters Score -1854230 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1855127.000000 Penalty: 4881.624512
	Iteration 2F: 3 clusters Score -1855127 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1856057.625000 Penalty: 4881.624512
	Iteration 3F: 3 clusters Score -1856058 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1856946.125000 Penalty: 4881.624512
	Iteration 4F: 3 clusters Score -1856946 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1857727.500000 Penalty: 4881.624512
	Iteration 5F: 3 clusters Score -1857728 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1858313.375000 Penalty: 4881.624512
	Iteration 6F: 3 clusters Score -1858313 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1858776.500000 Penalty: 4881.624512
	Iteration 7Q: 3 clusters Score -1858776 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1859088.625000 Penalty: 4881.624512
	Iteration 8Q: 3 clusters Score -1859089 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1859279.125000 Penalty: 4881.624512
	Iteration 9Q: 3 clusters Score -1859279 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1859426.625000 Penalty: 4881.624512
	Iteration 10Q: 3 clusters Score -1859427 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1859512.375000 Penalty: 4881.624512
	Iteration 11Q: 3 clusters Score -1859512 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1859581.750000 Penalty: 4881.624512
	Iteration 12Q: 3 clusters Score -1859582 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1859637.250000 Penalty: 4881.624512
	Iteration 13Q: 3 clusters Score -1859637 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1859688.500000 Penalty: 4881.624512
	Iteration 14Q: 3 clusters Score -1859688 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1859718.000000 Penalty: 4881.624512
	Iteration 15Q: 3 clusters Score -1859718 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1859741.625000 Penalty: 4881.624512
	Iteration 16Q: 3 clusters Score -1859742 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1859764.500000 Penalty: 4881.624512
	Iteration 17Q: 3 clusters Score -1859764 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1859773.125000 Penalty: 4881.624512
	Iteration 18Q: 3 clusters Score -1859773 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1859788.000000 Penalty: 4881.624512
	Iteration 19Q: 3 clusters Score -1859788 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1859795.000000 Penalty: 4881.624512
	Iteration 20F: 3 clusters Score -1859795 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1859806.125000 Penalty: 4881.624512
	Iteration 21Q: 3 clusters Score -1859806 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1859814.750000 Penalty: 4881.624512
	Iteration 22Q: 3 clusters Score -1859815 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1859826.000000 Penalty: 4881.624512
	Iteration 23Q: 3 clusters Score -1859826 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1859837.125000 Penalty: 4881.624512
	Iteration 24Q: 3 clusters Score -1859837 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1859850.625000 Penalty: 4881.624512
	Iteration 25Q: 3 clusters Score -1859851 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1859864.625000 Penalty: 4881.624512
	Iteration 26Q: 3 clusters Score -1859865 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1859879.375000 Penalty: 4881.624512
	Iteration 27Q: 3 clusters Score -1859879 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1859894.125000 Penalty: 4881.624512
	Iteration 28Q: 3 clusters Score -1859894 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1859895.375000 Penalty: 4881.624512
	Iteration 29Q: 3 clusters Score -1859895 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1859914.000000 Penalty: 4881.624512
	Iteration 30Q: 3 clusters Score -1859914 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1859933.875000 Penalty: 4881.624512
	Iteration 31Q: 3 clusters Score -1859934 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1859951.250000 Penalty: 4881.624512
	Iteration 32Q: 3 clusters Score -1859951 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1859956.625000 Penalty: 4881.624512
	Iteration 33Q: 3 clusters Score -1859957 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1859961.500000 Penalty: 4881.624512
	Iteration 34Q: 3 clusters Score -1859962 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1859974.125000 Penalty: 4881.624512
	Iteration 35Q: 3 clusters Score -1859974 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1859980.500000 Penalty: 4881.624512
	Iteration 36Q: 3 clusters Score -1859980 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1859992.250000 Penalty: 4881.624512
	Iteration 37Q: 3 clusters Score -1859992 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1860009.250000 Penalty: 4881.624512
	Iteration 38Q: 3 clusters Score -1860009 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1860019.000000 Penalty: 4881.624512
	Iteration 39Q: 3 clusters Score -1860019 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1860026.875000 Penalty: 4881.624512
	Iteration 40F: 3 clusters Score -1860027 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1860034.625000 Penalty: 4881.624512
	Iteration 41Q: 3 clusters Score -1860035 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1860040.875000 Penalty: 4881.624512
	Iteration 42Q: 3 clusters Score -1860041 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1860043.000000 Penalty: 4881.624512
	Iteration 43Q: 3 clusters Score -1860043 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1860051.000000 Penalty: 4881.624512
	Iteration 44Q: 3 clusters Score -1860051 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1860051.125000 Penalty: 4881.624512
	Iteration 45Q: 3 clusters Score -1860051 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1860055.875000 Penalty: 4881.624512
	Iteration 46Q: 3 clusters Score -1860056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1860058.125000 Penalty: 4881.624512
	Iteration 47Q: 3 clusters Score -1860058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1860060.625000 Penalty: 4881.624512
	Iteration 48Q: 3 clusters Score -1860061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1860057.875000 Penalty: 4881.624512
	Iteration 49Q: 3 clusters Score -1860058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1860062.625000 Penalty: 4881.624512
	Iteration 50Q: 3 clusters Score -1860063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1860063.000000 Penalty: 4881.624512
	Iteration 51Q: 3 clusters Score -1860063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1860058.625000 Penalty: 4881.624512
	Iteration 52Q: 3 clusters Score -1860059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1860063.500000 Penalty: 4881.624512
	Iteration 53Q: 3 clusters Score -1860064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1860066.125000 Penalty: 4881.624512
	Iteration 54Q: 3 clusters Score -1860066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1860067.500000 Penalty: 4881.624512
	Iteration 55Q: 3 clusters Score -1860068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1860065.500000 Penalty: 4881.624512
	Iteration 56Q: 3 clusters Score -1860066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1860062.500000 Penalty: 4881.624512
	Iteration 57Q: 3 clusters Score -1860062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1860068.500000 Penalty: 4881.624512
	Iteration 58Q: 3 clusters Score -1860068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1860066.250000 Penalty: 4881.624512
	Iteration 59Q: 3 clusters Score -1860066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1860067.125000 Penalty: 4881.624512
	Iteration 60F: 3 clusters Score -1860067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1860063.625000 Penalty: 4881.624512
	Iteration 61Q: 3 clusters Score -1860064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1860067.750000 Penalty: 4881.624512
	Iteration 62Q: 3 clusters Score -1860068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1860065.750000 Penalty: 4881.624512
	Iteration 63Q: 3 clusters Score -1860066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1860068.625000 Penalty: 4881.624512
	Iteration 64Q: 3 clusters Score -1860069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1860068.625000 Penalty: 4881.624512
	Iteration 65F: 3 clusters Score -1860069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (3616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Entering Unmasked Estep 
Score: -344140.468750 Penalty: 2031.894653
	Iteration 0F: 2 clusters Score -344140.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -340478.593750 Penalty: 4063.789307
	Iteration 0F: 3 clusters Score -340478.6 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -341314.937500 Penalty: 4063.789307
	Iteration 1F: 3 clusters Score -341314.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -341556.281250 Penalty: 4063.789307
	Iteration 2F: 3 clusters Score -341556.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -341711.812500 Penalty: 4063.789307
	Iteration 3F: 3 clusters Score -341711.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -341806.812500 Penalty: 4063.789307
	Iteration 4Q: 3 clusters Score -341806.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -341897.218750 Penalty: 4063.789307
	Iteration 5Q: 3 clusters Score -341897.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -341980.031250 Penalty: 4063.789307
	Iteration 6Q: 3 clusters Score -341980 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -342042.125000 Penalty: 4063.789307
	Iteration 7Q: 3 clusters Score -342042.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -342100.718750 Penalty: 4063.789307
	Iteration 8Q: 3 clusters Score -342100.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -342155.187500 Penalty: 4063.789307
	Iteration 9Q: 3 clusters Score -342155.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -342198.562500 Penalty: 4063.789307
	Iteration 10Q: 3 clusters Score -342198.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -342234.718750 Penalty: 4063.789307
	Iteration 11Q: 3 clusters Score -342234.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -342265.593750 Penalty: 4063.789307
	Iteration 12Q: 3 clusters Score -342265.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -342296.625000 Penalty: 4063.789307
	Iteration 13Q: 3 clusters Score -342296.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -342317.968750 Penalty: 4063.789307
	Iteration 14Q: 3 clusters Score -342318 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -342342.375000 Penalty: 4063.789307
	Iteration 15Q: 3 clusters Score -342342.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -342364.187500 Penalty: 4063.789307
	Iteration 16Q: 3 clusters Score -342364.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -342383.531250 Penalty: 4063.789307
	Iteration 17Q: 3 clusters Score -342383.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -342397.843750 Penalty: 4063.789307
	Iteration 18Q: 3 clusters Score -342397.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -342408.062500 Penalty: 4063.789307
	Iteration 19Q: 3 clusters Score -342408.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -342416.906250 Penalty: 4063.789307
	Iteration 20F: 3 clusters Score -342416.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -342425.718750 Penalty: 4063.789307
	Iteration 21Q: 3 clusters Score -342425.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -342432.250000 Penalty: 4063.789307
	Iteration 22Q: 3 clusters Score -342432.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -342442.343750 Penalty: 4063.789307
	Iteration 23Q: 3 clusters Score -342442.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -342452.000000 Penalty: 4063.789307
	Iteration 24Q: 3 clusters Score -342452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -342464.593750 Penalty: 4063.789307
	Iteration 25Q: 3 clusters Score -342464.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -342480.343750 Penalty: 4063.789307
	Iteration 26Q: 3 clusters Score -342480.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -342497.562500 Penalty: 4063.789307
	Iteration 27Q: 3 clusters Score -342497.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -342511.343750 Penalty: 4063.789307
	Iteration 28Q: 3 clusters Score -342511.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -342522.812500 Penalty: 4063.789307
	Iteration 29Q: 3 clusters Score -342522.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -342536.281250 Penalty: 4063.789307
	Iteration 30Q: 3 clusters Score -342536.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -342549.562500 Penalty: 4063.789307
	Iteration 31Q: 3 clusters Score -342549.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -342563.718750 Penalty: 4063.789307
	Iteration 32Q: 3 clusters Score -342563.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -342574.593750 Penalty: 4063.789307
	Iteration 33Q: 3 clusters Score -342574.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -342586.187500 Penalty: 4063.789307
	Iteration 34Q: 3 clusters Score -342586.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -342598.781250 Penalty: 4063.789307
	Iteration 35Q: 3 clusters Score -342598.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -342610.218750 Penalty: 4063.789307
	Iteration 36Q: 3 clusters Score -342610.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -342624.125000 Penalty: 4063.789307
	Iteration 37Q: 3 clusters Score -342624.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -342630.093750 Penalty: 4063.789307
	Iteration 38Q: 3 clusters Score -342630.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -342639.718750 Penalty: 4063.789307
	Iteration 39Q: 3 clusters Score -342639.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -342646.750000 Penalty: 4063.789307
	Iteration 40F: 3 clusters Score -342646.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -342654.500000 Penalty: 4063.789307
	Iteration 41Q: 3 clusters Score -342654.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -342666.093750 Penalty: 4063.789307
	Iteration 42Q: 3 clusters Score -342666.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -342679.281250 Penalty: 4063.789307
	Iteration 43Q: 3 clusters Score -342679.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -342694.531250 Penalty: 4063.789307
	Iteration 44Q: 3 clusters Score -342694.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -342705.093750 Penalty: 4063.789307
	Iteration 45Q: 3 clusters Score -342705.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -342711.593750 Penalty: 4063.789307
	Iteration 46Q: 3 clusters Score -342711.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -342719.468750 Penalty: 4063.789307
	Iteration 47Q: 3 clusters Score -342719.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -342725.000000 Penalty: 4063.789307
	Iteration 48Q: 3 clusters Score -342725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -342731.062500 Penalty: 4063.789307
	Iteration 49Q: 3 clusters Score -342731.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -342738.031250 Penalty: 4063.789307
	Iteration 50Q: 3 clusters Score -342738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -342743.500000 Penalty: 4063.789307
	Iteration 51Q: 3 clusters Score -342743.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -342751.156250 Penalty: 4063.789307
	Iteration 52Q: 3 clusters Score -342751.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -342758.250000 Penalty: 4063.789307
	Iteration 53Q: 3 clusters Score -342758.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -342764.093750 Penalty: 4063.789307
	Iteration 54Q: 3 clusters Score -342764.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -342769.375000 Penalty: 4063.789307
	Iteration 55Q: 3 clusters Score -342769.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -342772.656250 Penalty: 4063.789307
	Iteration 56Q: 3 clusters Score -342772.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -342775.281250 Penalty: 4063.789307
	Iteration 57Q: 3 clusters Score -342775.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -342780.281250 Penalty: 4063.789307
	Iteration 58Q: 3 clusters Score -342780.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -342783.375000 Penalty: 4063.789307
	Iteration 59Q: 3 clusters Score -342783.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -342784.187500 Penalty: 4063.789307
	Iteration 60F: 3 clusters Score -342784.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -342786.843750 Penalty: 4063.789307
	Iteration 61Q: 3 clusters Score -342786.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -342788.562500 Penalty: 4063.789307
	Iteration 62Q: 3 clusters Score -342788.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -342789.375000 Penalty: 4063.789307
	Iteration 63Q: 3 clusters Score -342789.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -342792.093750 Penalty: 4063.789307
	Iteration 64Q: 3 clusters Score -342792.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -342793.187500 Penalty: 4063.789307
	Iteration 65Q: 3 clusters Score -342793.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -342796.062500 Penalty: 4063.789307
	Iteration 66Q: 3 clusters Score -342796.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -342797.906250 Penalty: 4063.789307
	Iteration 67Q: 3 clusters Score -342797.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -342799.875000 Penalty: 4063.789307
	Iteration 68Q: 3 clusters Score -342799.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -342802.781250 Penalty: 4063.789307
	Iteration 69Q: 3 clusters Score -342802.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -342805.656250 Penalty: 4063.789307
	Iteration 70Q: 3 clusters Score -342805.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -342809.093750 Penalty: 4063.789307
	Iteration 71Q: 3 clusters Score -342809.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -342812.875000 Penalty: 4063.789307
	Iteration 72Q: 3 clusters Score -342812.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -342816.437500 Penalty: 4063.789307
	Iteration 73Q: 3 clusters Score -342816.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -342821.906250 Penalty: 4063.789307
	Iteration 74Q: 3 clusters Score -342821.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -342833.750000 Penalty: 4063.789307
	Iteration 75Q: 3 clusters Score -342833.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -342844.625000 Penalty: 4063.789307
	Iteration 76Q: 3 clusters Score -342844.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -342852.187500 Penalty: 4063.789307
	Iteration 77Q: 3 clusters Score -342852.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -342866.312500 Penalty: 4063.789307
	Iteration 78Q: 3 clusters Score -342866.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -342880.562500 Penalty: 4063.789307
	Iteration 79Q: 3 clusters Score -342880.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -342905.031250 Penalty: 4063.789307
	Iteration 80F: 3 clusters Score -342905 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -342938.531250 Penalty: 4063.789307
	Iteration 81Q: 3 clusters Score -342938.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -342958.593750 Penalty: 4063.789307
	Iteration 82Q: 3 clusters Score -342958.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -342967.031250 Penalty: 4063.789307
	Iteration 83Q: 3 clusters Score -342967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -342973.781250 Penalty: 4063.789307
	Iteration 84Q: 3 clusters Score -342973.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -342978.156250 Penalty: 4063.789307
	Iteration 85Q: 3 clusters Score -342978.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -342985.593750 Penalty: 4063.789307
	Iteration 86Q: 3 clusters Score -342985.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -342990.968750 Penalty: 4063.789307
	Iteration 87Q: 3 clusters Score -342991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -342998.156250 Penalty: 4063.789307
	Iteration 88Q: 3 clusters Score -342998.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -343005.593750 Penalty: 4063.789307
	Iteration 89Q: 3 clusters Score -343005.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -343009.968750 Penalty: 4063.789307
	Iteration 90Q: 3 clusters Score -343010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -343013.531250 Penalty: 4063.789307
	Iteration 91Q: 3 clusters Score -343013.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -343018.531250 Penalty: 4063.789307
	Iteration 92Q: 3 clusters Score -343018.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -343027.375000 Penalty: 4063.789307
	Iteration 93Q: 3 clusters Score -343027.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -343036.187500 Penalty: 4063.789307
	Iteration 94Q: 3 clusters Score -343036.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -343045.093750 Penalty: 4063.789307
	Iteration 95Q: 3 clusters Score -343045.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -343054.187500 Penalty: 4063.789307
	Iteration 96Q: 3 clusters Score -343054.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -343069.812500 Penalty: 4063.789307
	Iteration 97Q: 3 clusters Score -343069.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -343085.625000 Penalty: 4063.789307
	Iteration 98Q: 3 clusters Score -343085.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -343095.968750 Penalty: 4063.789307
	Iteration 99Q: 3 clusters Score -343096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -343108.468750 Penalty: 4063.789307
	Iteration 100F: 3 clusters Score -343108.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -343121.531250 Penalty: 4063.789307
	Iteration 101Q: 3 clusters Score -343121.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -343133.281250 Penalty: 4063.789307
	Iteration 102Q: 3 clusters Score -343133.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -343144.468750 Penalty: 4063.789307
	Iteration 103Q: 3 clusters Score -343144.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -343156.000000 Penalty: 4063.789307
	Iteration 104Q: 3 clusters Score -343156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -343173.875000 Penalty: 4063.789307
	Iteration 105Q: 3 clusters Score -343173.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -343181.000000 Penalty: 4063.789307
	Iteration 106Q: 3 clusters Score -343181 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -343195.750000 Penalty: 4063.789307
	Iteration 107Q: 3 clusters Score -343195.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -343207.156250 Penalty: 4063.789307
	Iteration 108Q: 3 clusters Score -343207.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -343217.593750 Penalty: 4063.789307
	Iteration 109Q: 3 clusters Score -343217.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -343229.781250 Penalty: 4063.789307
	Iteration 110Q: 3 clusters Score -343229.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -343240.125000 Penalty: 4063.789307
	Iteration 111Q: 3 clusters Score -343240.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -343247.656250 Penalty: 4063.789307
	Iteration 112Q: 3 clusters Score -343247.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -343248.312500 Penalty: 4063.789307
	Iteration 113Q: 3 clusters Score -343248.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -343249.375000 Penalty: 4063.789307
	Iteration 114Q: 3 clusters Score -343249.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -343250.437500 Penalty: 4063.789307
	Iteration 115Q: 3 clusters Score -343250.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -343250.437500 Penalty: 4063.789307
	Iteration 116F: 3 clusters Score -343250.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Entering Unmasked Estep 
Score: -168144.468750 Penalty: 1835.202393
	Iteration 0F: 2 clusters Score -168144.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -165709.500000 Penalty: 3670.404785
	Iteration 0F: 3 clusters Score -165709.5 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -166090.281250 Penalty: 3670.404785
	Iteration 1F: 3 clusters Score -166090.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -166197.015625 Penalty: 3670.404785
	Iteration 2F: 3 clusters Score -166197 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -166264.546875 Penalty: 3670.404785
	Iteration 3Q: 3 clusters Score -166264.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -166313.062500 Penalty: 3670.404785
	Iteration 4Q: 3 clusters Score -166313.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -166349.671875 Penalty: 3670.404785
	Iteration 5Q: 3 clusters Score -166349.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -166382.390625 Penalty: 3670.404785
	Iteration 6Q: 3 clusters Score -166382.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -166423.390625 Penalty: 3670.404785
	Iteration 7Q: 3 clusters Score -166423.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -166464.156250 Penalty: 3670.404785
	Iteration 8Q: 3 clusters Score -166464.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -166517.875000 Penalty: 3670.404785
	Iteration 9Q: 3 clusters Score -166517.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -166632.765625 Penalty: 3670.404785
	Iteration 10Q: 3 clusters Score -166632.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -167044.687500 Penalty: 3670.404785
	Iteration 11Q: 3 clusters Score -167044.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -167301.750000 Penalty: 3670.404785
	Iteration 12F: 3 clusters Score -167301.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -167410.359375 Penalty: 3670.404785
	Iteration 13F: 3 clusters Score -167410.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -167508.109375 Penalty: 3670.404785
	Iteration 14Q: 3 clusters Score -167508.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -167610.203125 Penalty: 3670.404785
	Iteration 15Q: 3 clusters Score -167610.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -167688.843750 Penalty: 3670.404785
	Iteration 16Q: 3 clusters Score -167688.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -167756.875000 Penalty: 3670.404785
	Iteration 17Q: 3 clusters Score -167756.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -167800.359375 Penalty: 3670.404785
	Iteration 18Q: 3 clusters Score -167800.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -167837.156250 Penalty: 3670.404785
	Iteration 19Q: 3 clusters Score -167837.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -167867.718750 Penalty: 3670.404785
	Iteration 20F: 3 clusters Score -167867.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -167899.125000 Penalty: 3670.404785
	Iteration 21Q: 3 clusters Score -167899.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -167937.500000 Penalty: 3670.404785
	Iteration 22Q: 3 clusters Score -167937.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -167970.390625 Penalty: 3670.404785
	Iteration 23Q: 3 clusters Score -167970.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -167995.062500 Penalty: 3670.404785
	Iteration 24Q: 3 clusters Score -167995.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -168020.140625 Penalty: 3670.404785
	Iteration 25Q: 3 clusters Score -168020.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -168044.906250 Penalty: 3670.404785
	Iteration 26Q: 3 clusters Score -168044.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -168111.656250 Penalty: 3670.404785
	Iteration 27Q: 3 clusters Score -168111.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -168218.687500 Penalty: 3670.404785
	Iteration 28Q: 3 clusters Score -168218.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -168330.890625 Penalty: 3670.404785
	Iteration 29Q: 3 clusters Score -168330.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -168387.562500 Penalty: 3670.404785
	Iteration 30Q: 3 clusters Score -168387.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -168390.421875 Penalty: 3670.404785
	Iteration 31Q: 3 clusters Score -168390.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -168390.421875 Penalty: 3670.404785
	Iteration 32F: 3 clusters Score -168390.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156947 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11867 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24813 members 
Mstep: Class 6 contains 72591 members 
Mstep: Class 7 contains 12175 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182209 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60070 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43748 members 
Mstep: Class 15 contains 12206 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25162 members 
Mstep: Class 18 contains 104070 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38592 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9020 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14284 members 
Mstep: Class 29 contains 22765 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13462 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67926 members 
Mstep: Class 34 contains 26189 members 
Mstep: Class 35 contains 15215 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18932 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14154 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18807 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1238 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33326 members 
Mstep: Class 52 contains 7787 members 
Mstep: Class 53 contains 398 members 
Entering Unmasked Estep 
Score: -115180408.000000 Penalty: 182896.359375
Splitting cluster 49 changes total score from -115181952.000000 to -115180408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 50 (1951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Entering Unmasked Estep 
Score: -208442.546875 Penalty: 1878.872192
	Iteration 0F: 2 clusters Score -208442.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -205814.578125 Penalty: 3757.744385
	Iteration 0F: 3 clusters Score -205814.6 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -206255.531250 Penalty: 3757.744385
	Iteration 1F: 3 clusters Score -206255.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -206378.578125 Penalty: 3757.744385
	Iteration 2F: 3 clusters Score -206378.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -206444.593750 Penalty: 3757.744385
	Iteration 3Q: 3 clusters Score -206444.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -206486.984375 Penalty: 3757.744385
	Iteration 4Q: 3 clusters Score -206487 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -206525.171875 Penalty: 3757.744385
	Iteration 5Q: 3 clusters Score -206525.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -206555.109375 Penalty: 3757.744385
	Iteration 6Q: 3 clusters Score -206555.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -206575.406250 Penalty: 3757.744385
	Iteration 7Q: 3 clusters Score -206575.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -206600.750000 Penalty: 3757.744385
	Iteration 8Q: 3 clusters Score -206600.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -206621.343750 Penalty: 3757.744385
	Iteration 9Q: 3 clusters Score -206621.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -206642.062500 Penalty: 3757.744385
	Iteration 10Q: 3 clusters Score -206642.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -206656.093750 Penalty: 3757.744385
	Iteration 11Q: 3 clusters Score -206656.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -206670.125000 Penalty: 3757.744385
	Iteration 12Q: 3 clusters Score -206670.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -206689.937500 Penalty: 3757.744385
	Iteration 13Q: 3 clusters Score -206689.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -206708.578125 Penalty: 3757.744385
	Iteration 14Q: 3 clusters Score -206708.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -206722.437500 Penalty: 3757.744385
	Iteration 15Q: 3 clusters Score -206722.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -206735.218750 Penalty: 3757.744385
	Iteration 16Q: 3 clusters Score -206735.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -206748.484375 Penalty: 3757.744385
	Iteration 17Q: 3 clusters Score -206748.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -206764.937500 Penalty: 3757.744385
	Iteration 18Q: 3 clusters Score -206764.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -206775.453125 Penalty: 3757.744385
	Iteration 19Q: 3 clusters Score -206775.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -206779.312500 Penalty: 3757.744385
	Iteration 20F: 3 clusters Score -206779.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -206781.671875 Penalty: 3757.744385
	Iteration 21Q: 3 clusters Score -206781.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -206783.218750 Penalty: 3757.744385
	Iteration 22Q: 3 clusters Score -206783.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -206785.140625 Penalty: 3757.744385
	Iteration 23Q: 3 clusters Score -206785.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -206787.796875 Penalty: 3757.744385
	Iteration 24Q: 3 clusters Score -206787.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -206789.656250 Penalty: 3757.744385
	Iteration 25Q: 3 clusters Score -206789.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -206792.000000 Penalty: 3757.744385
	Iteration 26Q: 3 clusters Score -206792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -206794.687500 Penalty: 3757.744385
	Iteration 27Q: 3 clusters Score -206794.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -206796.281250 Penalty: 3757.744385
	Iteration 28Q: 3 clusters Score -206796.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -206796.953125 Penalty: 3757.744385
	Iteration 29Q: 3 clusters Score -206797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -206796.953125 Penalty: 3757.744385
	Iteration 30F: 3 clusters Score -206797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (33326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Entering Unmasked Estep 
Score: -3615477.750000 Penalty: 2582.695068
	Iteration 0F: 2 clusters Score -3615478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -3592800.000000 Penalty: 5165.390137
	Iteration 0F: 3 clusters Score -3592800 nChanged 15024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -3601107.000000 Penalty: 5165.390137
	Iteration 1F: 3 clusters Score -3601107 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -3601656.250000 Penalty: 5165.390137
	Iteration 2Q: 3 clusters Score -3601656 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -3602158.500000 Penalty: 5165.390137
	Iteration 3Q: 3 clusters Score -3602158 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -3602698.750000 Penalty: 5165.390137
	Iteration 4Q: 3 clusters Score -3602699 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -3603349.250000 Penalty: 5165.390137
	Iteration 5Q: 3 clusters Score -3603349 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -3604175.250000 Penalty: 5165.390137
	Iteration 6Q: 3 clusters Score -3604175 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -3605181.500000 Penalty: 5165.390137
	Iteration 7F: 3 clusters Score -3605182 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -3606409.500000 Penalty: 5165.390137
	Iteration 8F: 3 clusters Score -3606410 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -3607855.000000 Penalty: 5165.390137
	Iteration 9F: 3 clusters Score -3607855 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -3609257.250000 Penalty: 5165.390137
	Iteration 10F: 3 clusters Score -3609257 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -3610522.750000 Penalty: 5165.390137
	Iteration 11Q: 3 clusters Score -3610523 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -3611350.000000 Penalty: 5165.390137
	Iteration 12Q: 3 clusters Score -3611350 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -3611858.000000 Penalty: 5165.390137
	Iteration 13Q: 3 clusters Score -3611858 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -3612249.750000 Penalty: 5165.390137
	Iteration 14Q: 3 clusters Score -3612250 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -3612542.250000 Penalty: 5165.390137
	Iteration 15Q: 3 clusters Score -3612542 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -3612777.750000 Penalty: 5165.390137
	Iteration 16Q: 3 clusters Score -3612778 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -3612939.250000 Penalty: 5165.390137
	Iteration 17Q: 3 clusters Score -3612939 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -3613076.500000 Penalty: 5165.390137
	Iteration 18Q: 3 clusters Score -3613076 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -3613204.250000 Penalty: 5165.390137
	Iteration 19Q: 3 clusters Score -3613204 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -3613316.500000 Penalty: 5165.390137
	Iteration 20F: 3 clusters Score -3613316 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -3613445.250000 Penalty: 5165.390137
	Iteration 21Q: 3 clusters Score -3613445 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -3613563.500000 Penalty: 5165.390137
	Iteration 22Q: 3 clusters Score -3613564 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -3613629.250000 Penalty: 5165.390137
	Iteration 23Q: 3 clusters Score -3613629 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -3613716.000000 Penalty: 5165.390137
	Iteration 24Q: 3 clusters Score -3613716 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -3613789.250000 Penalty: 5165.390137
	Iteration 25Q: 3 clusters Score -3613789 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -3613823.500000 Penalty: 5165.390137
	Iteration 26Q: 3 clusters Score -3613824 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -3613876.750000 Penalty: 5165.390137
	Iteration 27Q: 3 clusters Score -3613877 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -3613887.000000 Penalty: 5165.390137
	Iteration 28Q: 3 clusters Score -3613887 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 26795 members 
Entering Unmasked Estep 
Score: -3613903.500000 Penalty: 5165.390137
	Iteration 29Q: 3 clusters Score -3613904 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -3613912.500000 Penalty: 5165.390137
	Iteration 30Q: 3 clusters Score -3613912 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -3613922.750000 Penalty: 5165.390137
	Iteration 31Q: 3 clusters Score -3613923 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -3613927.500000 Penalty: 5165.390137
	Iteration 32Q: 3 clusters Score -3613928 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -3613926.750000 Penalty: 5165.390137
	Iteration 33Q: 3 clusters Score -3613927 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -3613926.250000 Penalty: 5165.390137
	Iteration 34Q: 3 clusters Score -3613926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -3613935.500000 Penalty: 5165.390137
	Iteration 35Q: 3 clusters Score -3613936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -3613937.500000 Penalty: 5165.390137
	Iteration 36Q: 3 clusters Score -3613938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -3613940.000000 Penalty: 5165.390137
	Iteration 37Q: 3 clusters Score -3613940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -3613937.750000 Penalty: 5165.390137
	Iteration 38Q: 3 clusters Score -3613938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -3613942.750000 Penalty: 5165.390137
	Iteration 39Q: 3 clusters Score -3613943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -3613939.000000 Penalty: 5165.390137
	Iteration 40F: 3 clusters Score -3613939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -3613940.750000 Penalty: 5165.390137
	Iteration 41Q: 3 clusters Score -3613941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -3613946.750000 Penalty: 5165.390137
	Iteration 42Q: 3 clusters Score -3613947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -3613941.250000 Penalty: 5165.390137
	Iteration 43Q: 3 clusters Score -3613941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -3613947.000000 Penalty: 5165.390137
	Iteration 44Q: 3 clusters Score -3613947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -3613943.500000 Penalty: 5165.390137
	Iteration 45Q: 3 clusters Score -3613944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -3613944.250000 Penalty: 5165.390137
	Iteration 46Q: 3 clusters Score -3613944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -3613940.000000 Penalty: 5165.390137
	Iteration 47Q: 3 clusters Score -3613940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -3613943.000000 Penalty: 5165.390137
	Iteration 48Q: 3 clusters Score -3613943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -3613947.000000 Penalty: 5165.390137
	Iteration 49Q: 3 clusters Score -3613947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -3613943.750000 Penalty: 5165.390137
	Iteration 50Q: 3 clusters Score -3613944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -3613943.250000 Penalty: 5165.390137
	Iteration 51Q: 3 clusters Score -3613943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -3613943.250000 Penalty: 5165.390137
	Iteration 52F: 3 clusters Score -3613943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (7787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Entering Unmasked Estep 
Score: -846442.187500 Penalty: 2222.132324
	Iteration 0F: 2 clusters Score -846442.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -840136.562500 Penalty: 4444.264648
	Iteration 0F: 3 clusters Score -840136.6 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -841862.000000 Penalty: 4444.264648
	Iteration 1F: 3 clusters Score -841862 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -842139.875000 Penalty: 4444.264648
	Iteration 2F: 3 clusters Score -842139.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -842319.437500 Penalty: 4444.264648
	Iteration 3F: 3 clusters Score -842319.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -842474.437500 Penalty: 4444.264648
	Iteration 4Q: 3 clusters Score -842474.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -842602.437500 Penalty: 4444.264648
	Iteration 5Q: 3 clusters Score -842602.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -842707.625000 Penalty: 4444.264648
	Iteration 6Q: 3 clusters Score -842707.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -842807.562500 Penalty: 4444.264648
	Iteration 7Q: 3 clusters Score -842807.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -842915.750000 Penalty: 4444.264648
	Iteration 8Q: 3 clusters Score -842915.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -843030.187500 Penalty: 4444.264648
	Iteration 9Q: 3 clusters Score -843030.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -843138.312500 Penalty: 4444.264648
	Iteration 10Q: 3 clusters Score -843138.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -843246.187500 Penalty: 4444.264648
	Iteration 11Q: 3 clusters Score -843246.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -843339.937500 Penalty: 4444.264648
	Iteration 12Q: 3 clusters Score -843339.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -843440.625000 Penalty: 4444.264648
	Iteration 13Q: 3 clusters Score -843440.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -843526.687500 Penalty: 4444.264648
	Iteration 14Q: 3 clusters Score -843526.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -843606.000000 Penalty: 4444.264648
	Iteration 15Q: 3 clusters Score -843606 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -843684.875000 Penalty: 4444.264648
	Iteration 16Q: 3 clusters Score -843684.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -843756.937500 Penalty: 4444.264648
	Iteration 17Q: 3 clusters Score -843756.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -843845.687500 Penalty: 4444.264648
	Iteration 18Q: 3 clusters Score -843845.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -843926.187500 Penalty: 4444.264648
	Iteration 19Q: 3 clusters Score -843926.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -843999.500000 Penalty: 4444.264648
	Iteration 20F: 3 clusters Score -843999.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -844058.125000 Penalty: 4444.264648
	Iteration 21Q: 3 clusters Score -844058.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -844113.625000 Penalty: 4444.264648
	Iteration 22Q: 3 clusters Score -844113.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -844188.937500 Penalty: 4444.264648
	Iteration 23Q: 3 clusters Score -844188.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -844242.125000 Penalty: 4444.264648
	Iteration 24Q: 3 clusters Score -844242.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -844283.062500 Penalty: 4444.264648
	Iteration 25Q: 3 clusters Score -844283.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -844324.062500 Penalty: 4444.264648
	Iteration 26Q: 3 clusters Score -844324.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -844359.687500 Penalty: 4444.264648
	Iteration 27Q: 3 clusters Score -844359.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -844385.437500 Penalty: 4444.264648
	Iteration 28Q: 3 clusters Score -844385.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -844419.562500 Penalty: 4444.264648
	Iteration 29Q: 3 clusters Score -844419.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -844443.375000 Penalty: 4444.264648
	Iteration 30Q: 3 clusters Score -844443.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -844460.937500 Penalty: 4444.264648
	Iteration 31Q: 3 clusters Score -844460.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -844476.125000 Penalty: 4444.264648
	Iteration 32Q: 3 clusters Score -844476.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -844491.812500 Penalty: 4444.264648
	Iteration 33Q: 3 clusters Score -844491.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -844513.812500 Penalty: 4444.264648
	Iteration 34Q: 3 clusters Score -844513.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -844532.375000 Penalty: 4444.264648
	Iteration 35Q: 3 clusters Score -844532.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -844550.250000 Penalty: 4444.264648
	Iteration 36Q: 3 clusters Score -844550.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -844563.437500 Penalty: 4444.264648
	Iteration 37Q: 3 clusters Score -844563.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -844575.000000 Penalty: 4444.264648
	Iteration 38Q: 3 clusters Score -844575 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -844583.937500 Penalty: 4444.264648
	Iteration 39Q: 3 clusters Score -844583.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -844599.000000 Penalty: 4444.264648
	Iteration 40F: 3 clusters Score -844599 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -844619.937500 Penalty: 4444.264648
	Iteration 41Q: 3 clusters Score -844619.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -844636.250000 Penalty: 4444.264648
	Iteration 42Q: 3 clusters Score -844636.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -844654.062500 Penalty: 4444.264648
	Iteration 43Q: 3 clusters Score -844654.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -844674.000000 Penalty: 4444.264648
	Iteration 44Q: 3 clusters Score -844674 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -844703.687500 Penalty: 4444.264648
	Iteration 45Q: 3 clusters Score -844703.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -844764.375000 Penalty: 4444.264648
	Iteration 46Q: 3 clusters Score -844764.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -844917.562500 Penalty: 4444.264648
	Iteration 47Q: 3 clusters Score -844917.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -845062.000000 Penalty: 4444.264648
	Iteration 48Q: 3 clusters Score -845062 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -845103.437500 Penalty: 4444.264648
	Iteration 49Q: 3 clusters Score -845103.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -845126.312500 Penalty: 4444.264648
	Iteration 50Q: 3 clusters Score -845126.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -845133.312500 Penalty: 4444.264648
	Iteration 51Q: 3 clusters Score -845133.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -845139.375000 Penalty: 4444.264648
	Iteration 52Q: 3 clusters Score -845139.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -845145.687500 Penalty: 4444.264648
	Iteration 53Q: 3 clusters Score -845145.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -845147.437500 Penalty: 4444.264648
	Iteration 54Q: 3 clusters Score -845147.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -845151.125000 Penalty: 4444.264648
	Iteration 55Q: 3 clusters Score -845151.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -845154.625000 Penalty: 4444.264648
	Iteration 56Q: 3 clusters Score -845154.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -845157.187500 Penalty: 4444.264648
	Iteration 57Q: 3 clusters Score -845157.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -845159.812500 Penalty: 4444.264648
	Iteration 58Q: 3 clusters Score -845159.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -845159.812500 Penalty: 4444.264648
	Iteration 59F: 3 clusters Score -845159.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156947 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11867 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24813 members 
Mstep: Class 6 contains 72591 members 
Mstep: Class 7 contains 12175 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182209 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60070 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43748 members 
Mstep: Class 15 contains 12206 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25162 members 
Mstep: Class 18 contains 104070 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38592 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9020 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14284 members 
Mstep: Class 29 contains 22765 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13462 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67926 members 
Mstep: Class 34 contains 26189 members 
Mstep: Class 35 contains 15215 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18932 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14154 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18807 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33326 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181960.000000 Penalty: 179445.484375
Iteration 399Q: 53 clusters Score -1.15182e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156947 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11867 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24814 members 
Mstep: Class 6 contains 72591 members 
Mstep: Class 7 contains 12178 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182207 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60071 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43749 members 
Mstep: Class 15 contains 12206 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25162 members 
Mstep: Class 18 contains 104072 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38587 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9021 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14284 members 
Mstep: Class 29 contains 22765 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13462 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67925 members 
Mstep: Class 34 contains 26189 members 
Mstep: Class 35 contains 15214 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18932 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14154 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18807 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33326 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181888.000000 Penalty: 179445.484375
Iteration 400F: 53 clusters Score -1.151819e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156948 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11867 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24813 members 
Mstep: Class 6 contains 72591 members 
Mstep: Class 7 contains 12182 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182208 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60070 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43746 members 
Mstep: Class 15 contains 12206 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25162 members 
Mstep: Class 18 contains 104076 members 
Mstep: Class 19 contains 3017 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38583 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9021 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14284 members 
Mstep: Class 29 contains 22764 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13462 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67926 members 
Mstep: Class 34 contains 26189 members 
Mstep: Class 35 contains 15214 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18932 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14154 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18807 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33326 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181912.000000 Penalty: 179445.484375
Iteration 401Q: 53 clusters Score -1.151819e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156944 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11867 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24813 members 
Mstep: Class 6 contains 72591 members 
Mstep: Class 7 contains 12182 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182210 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60069 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43747 members 
Mstep: Class 15 contains 12206 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25162 members 
Mstep: Class 18 contains 104079 members 
Mstep: Class 19 contains 3017 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38580 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9021 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14284 members 
Mstep: Class 29 contains 22764 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13462 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67928 members 
Mstep: Class 34 contains 26189 members 
Mstep: Class 35 contains 15214 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18932 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14154 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18807 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33326 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181928.000000 Penalty: 179445.484375
Iteration 402Q: 53 clusters Score -1.151819e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156943 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11867 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24813 members 
Mstep: Class 6 contains 72591 members 
Mstep: Class 7 contains 12184 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182211 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60067 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43747 members 
Mstep: Class 15 contains 12206 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25162 members 
Mstep: Class 18 contains 104082 members 
Mstep: Class 19 contains 3017 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38575 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9021 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14284 members 
Mstep: Class 29 contains 22763 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13462 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67930 members 
Mstep: Class 34 contains 26189 members 
Mstep: Class 35 contains 15214 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18932 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14154 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18807 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33327 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181936.000000 Penalty: 179445.484375
Iteration 403Q: 53 clusters Score -1.151819e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156943 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11867 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24813 members 
Mstep: Class 6 contains 72591 members 
Mstep: Class 7 contains 12187 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182211 members 
Mstep: Class 10 contains 12721 members 
Mstep: Class 11 contains 60067 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43748 members 
Mstep: Class 15 contains 12206 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25162 members 
Mstep: Class 18 contains 104088 members 
Mstep: Class 19 contains 3017 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38565 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9021 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14284 members 
Mstep: Class 29 contains 22762 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13463 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67931 members 
Mstep: Class 34 contains 26189 members 
Mstep: Class 35 contains 15214 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18932 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14154 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18807 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33325 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181920.000000 Penalty: 179445.484375
Iteration 404Q: 53 clusters Score -1.151819e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156942 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11867 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24813 members 
Mstep: Class 6 contains 72591 members 
Mstep: Class 7 contains 12193 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182211 members 
Mstep: Class 10 contains 12721 members 
Mstep: Class 11 contains 60066 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43748 members 
Mstep: Class 15 contains 12205 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25161 members 
Mstep: Class 18 contains 104094 members 
Mstep: Class 19 contains 3017 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38553 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9021 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14284 members 
Mstep: Class 29 contains 22763 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13465 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67932 members 
Mstep: Class 34 contains 26189 members 
Mstep: Class 35 contains 15214 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18932 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14154 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18807 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33325 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181864.000000 Penalty: 179445.484375
Iteration 405Q: 53 clusters Score -1.151819e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156942 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11867 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24813 members 
Mstep: Class 6 contains 72591 members 
Mstep: Class 7 contains 12197 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182212 members 
Mstep: Class 10 contains 12721 members 
Mstep: Class 11 contains 60066 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43747 members 
Mstep: Class 15 contains 12205 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25161 members 
Mstep: Class 18 contains 104097 members 
Mstep: Class 19 contains 3017 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38547 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9021 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14284 members 
Mstep: Class 29 contains 22762 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13465 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67932 members 
Mstep: Class 34 contains 26189 members 
Mstep: Class 35 contains 15214 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18932 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14154 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18807 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33325 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181928.000000 Penalty: 179445.484375
Iteration 406Q: 53 clusters Score -1.151819e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156942 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11867 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24813 members 
Mstep: Class 6 contains 72591 members 
Mstep: Class 7 contains 12203 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182211 members 
Mstep: Class 10 contains 12721 members 
Mstep: Class 11 contains 60067 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43747 members 
Mstep: Class 15 contains 12205 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25161 members 
Mstep: Class 18 contains 104099 members 
Mstep: Class 19 contains 3017 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38539 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9021 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14284 members 
Mstep: Class 29 contains 22762 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13465 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67933 members 
Mstep: Class 34 contains 26189 members 
Mstep: Class 35 contains 15213 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18932 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14154 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18807 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33325 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181960.000000 Penalty: 179445.484375
Iteration 407Q: 53 clusters Score -1.15182e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156943 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11867 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24814 members 
Mstep: Class 6 contains 72591 members 
Mstep: Class 7 contains 12206 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182213 members 
Mstep: Class 10 contains 12721 members 
Mstep: Class 11 contains 60064 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43743 members 
Mstep: Class 15 contains 12205 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25161 members 
Mstep: Class 18 contains 104102 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38533 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9021 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14284 members 
Mstep: Class 29 contains 22762 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13467 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67931 members 
Mstep: Class 34 contains 26189 members 
Mstep: Class 35 contains 15214 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18932 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14155 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18807 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33325 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181928.000000 Penalty: 179445.484375
Iteration 408Q: 53 clusters Score -1.151819e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156941 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11867 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24815 members 
Mstep: Class 6 contains 72591 members 
Mstep: Class 7 contains 12211 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182215 members 
Mstep: Class 10 contains 12721 members 
Mstep: Class 11 contains 60066 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43736 members 
Mstep: Class 15 contains 12205 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25160 members 
Mstep: Class 18 contains 104103 members 
Mstep: Class 19 contains 3019 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38527 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9021 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14284 members 
Mstep: Class 29 contains 22762 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13466 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67932 members 
Mstep: Class 34 contains 26188 members 
Mstep: Class 35 contains 15216 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18932 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14159 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18806 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33325 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182016.000000 Penalty: 179445.484375
Iteration 409Q: 53 clusters Score -1.15182e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156945 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11870 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24816 members 
Mstep: Class 6 contains 72591 members 
Mstep: Class 7 contains 12210 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182215 members 
Mstep: Class 10 contains 12721 members 
Mstep: Class 11 contains 60066 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43731 members 
Mstep: Class 15 contains 12205 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25160 members 
Mstep: Class 18 contains 104104 members 
Mstep: Class 19 contains 3019 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38524 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9021 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14284 members 
Mstep: Class 29 contains 22762 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13466 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67933 members 
Mstep: Class 34 contains 26187 members 
Mstep: Class 35 contains 15216 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18932 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14159 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18806 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33325 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181952.000000 Penalty: 179445.484375
Iteration 410Q: 53 clusters Score -1.15182e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156943 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11871 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24815 members 
Mstep: Class 6 contains 72591 members 
Mstep: Class 7 contains 12210 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182215 members 
Mstep: Class 10 contains 12721 members 
Mstep: Class 11 contains 60064 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43730 members 
Mstep: Class 15 contains 12205 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25160 members 
Mstep: Class 18 contains 104104 members 
Mstep: Class 19 contains 3019 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38525 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9021 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14284 members 
Mstep: Class 29 contains 22762 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13466 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67935 members 
Mstep: Class 34 contains 26188 members 
Mstep: Class 35 contains 15216 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18931 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14160 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18807 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33325 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181936.000000 Penalty: 179445.484375
Iteration 411Q: 53 clusters Score -1.151819e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156944 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11870 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24815 members 
Mstep: Class 6 contains 72592 members 
Mstep: Class 7 contains 12216 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182215 members 
Mstep: Class 10 contains 12721 members 
Mstep: Class 11 contains 60062 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43730 members 
Mstep: Class 15 contains 12204 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25159 members 
Mstep: Class 18 contains 104103 members 
Mstep: Class 19 contains 3019 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38518 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9021 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14284 members 
Mstep: Class 29 contains 22761 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13468 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67938 members 
Mstep: Class 34 contains 26188 members 
Mstep: Class 35 contains 15216 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18932 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14160 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18807 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33325 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181944.000000 Penalty: 179445.484375
Iteration 412Q: 53 clusters Score -1.151819e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156942 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11870 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24815 members 
Mstep: Class 6 contains 72593 members 
Mstep: Class 7 contains 12227 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182214 members 
Mstep: Class 10 contains 12721 members 
Mstep: Class 11 contains 60064 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43731 members 
Mstep: Class 15 contains 12203 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25158 members 
Mstep: Class 18 contains 104100 members 
Mstep: Class 19 contains 3017 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38514 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9021 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14284 members 
Mstep: Class 29 contains 22759 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13468 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67939 members 
Mstep: Class 34 contains 26188 members 
Mstep: Class 35 contains 15216 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18932 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14160 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18807 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33325 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181936.000000 Penalty: 179445.484375
Iteration 413Q: 53 clusters Score -1.151819e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156941 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11870 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24814 members 
Mstep: Class 6 contains 72593 members 
Mstep: Class 7 contains 12236 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182216 members 
Mstep: Class 10 contains 12721 members 
Mstep: Class 11 contains 60064 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43729 members 
Mstep: Class 15 contains 12203 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25159 members 
Mstep: Class 18 contains 104107 members 
Mstep: Class 19 contains 3017 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38504 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9021 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14284 members 
Mstep: Class 29 contains 22760 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13468 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67936 members 
Mstep: Class 34 contains 26187 members 
Mstep: Class 35 contains 15215 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18932 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14159 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18807 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33325 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181920.000000 Penalty: 179445.484375
Iteration 414Q: 53 clusters Score -1.151819e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156942 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11871 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24812 members 
Mstep: Class 6 contains 72593 members 
Mstep: Class 7 contains 12243 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182217 members 
Mstep: Class 10 contains 12721 members 
Mstep: Class 11 contains 60066 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43727 members 
Mstep: Class 15 contains 12203 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25159 members 
Mstep: Class 18 contains 104110 members 
Mstep: Class 19 contains 3017 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38499 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9021 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14284 members 
Mstep: Class 29 contains 22759 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13467 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67935 members 
Mstep: Class 34 contains 26187 members 
Mstep: Class 35 contains 15213 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18932 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14159 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18806 members 
Mstep: Class 48 contains 3616 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33325 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181984.000000 Penalty: 179445.484375
Iteration 415Q: 53 clusters Score -1.15182e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156942 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 11872 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24810 members 
Mstep: Class 6 contains 72593 members 
Mstep: Class 7 contains 12245 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182217 members 
Mstep: Class 10 contains 12721 members 
Mstep: Class 11 contains 60069 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43727 members 
Mstep: Class 15 contains 12203 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25160 members 
Mstep: Class 18 contains 104119 members 
Mstep: Class 19 contains 3017 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 38490 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9021 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14284 members 
Mstep: Class 29 contains 22759 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13466 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67933 members 
Mstep: Class 34 contains 26187 members 
Mstep: Class 35 contains 15212 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18932 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14159 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18805 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33325 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182016.000000 Penalty: 179445.484375
Iteration 416Q: 53 clusters Score -1.15182e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156943 members 
Mstep: Class 2 contains 2991 members 
Mstep: Class 3 contains 11870 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24808 members 
Mstep: Class 6 contains 72593 members 
Mstep: Class 7 contains 12250 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182218 members 
Mstep: Class 10 contains 12721 members 
Mstep: Class 11 contains 60071 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43725 members 
Mstep: Class 15 contains 12203 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25161 members 
Mstep: Class 18 contains 104123 members 
Mstep: Class 19 contains 3017 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 38480 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9021 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14284 members 
Mstep: Class 29 contains 22758 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13465 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67932 members 
Mstep: Class 34 contains 26187 members 
Mstep: Class 35 contains 15214 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18932 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14161 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18804 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33325 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181904.000000 Penalty: 179445.484375
Iteration 417Q: 53 clusters Score -1.151819e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156944 members 
Mstep: Class 2 contains 2992 members 
Mstep: Class 3 contains 11867 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24806 members 
Mstep: Class 6 contains 72592 members 
Mstep: Class 7 contains 12256 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182220 members 
Mstep: Class 10 contains 12721 members 
Mstep: Class 11 contains 60075 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43721 members 
Mstep: Class 15 contains 12203 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25161 members 
Mstep: Class 18 contains 104132 members 
Mstep: Class 19 contains 3016 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 38468 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9021 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14283 members 
Mstep: Class 29 contains 22759 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13465 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67933 members 
Mstep: Class 34 contains 26186 members 
Mstep: Class 35 contains 15212 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18932 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14163 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18804 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33324 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181984.000000 Penalty: 179445.484375
Iteration 418Q: 53 clusters Score -1.15182e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156947 members 
Mstep: Class 2 contains 2993 members 
Mstep: Class 3 contains 11866 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24805 members 
Mstep: Class 6 contains 72593 members 
Mstep: Class 7 contains 12261 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182222 members 
Mstep: Class 10 contains 12721 members 
Mstep: Class 11 contains 60078 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43717 members 
Mstep: Class 15 contains 12203 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25160 members 
Mstep: Class 18 contains 104136 members 
Mstep: Class 19 contains 3016 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 38457 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9021 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14283 members 
Mstep: Class 29 contains 22757 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13465 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67935 members 
Mstep: Class 34 contains 26186 members 
Mstep: Class 35 contains 15210 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18932 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14164 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18804 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33324 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181968.000000 Penalty: 179445.484375
Iteration 419Q: 53 clusters Score -1.15182e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156946 members 
Mstep: Class 2 contains 2992 members 
Mstep: Class 3 contains 11866 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24804 members 
Mstep: Class 6 contains 72594 members 
Mstep: Class 7 contains 12261 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182226 members 
Mstep: Class 10 contains 12721 members 
Mstep: Class 11 contains 60072 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43720 members 
Mstep: Class 15 contains 12203 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25159 members 
Mstep: Class 18 contains 104141 members 
Mstep: Class 19 contains 3016 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 38452 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9021 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14283 members 
Mstep: Class 29 contains 22758 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13465 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67936 members 
Mstep: Class 34 contains 26186 members 
Mstep: Class 35 contains 15210 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18932 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14165 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18803 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33324 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115181936.000000 Penalty: 179445.484375
Iteration 420F: 53 clusters Score -1.151819e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156945 members 
Mstep: Class 2 contains 2992 members 
Mstep: Class 3 contains 11866 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24803 members 
Mstep: Class 6 contains 72595 members 
Mstep: Class 7 contains 12263 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182227 members 
Mstep: Class 10 contains 12721 members 
Mstep: Class 11 contains 60074 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43719 members 
Mstep: Class 15 contains 12203 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25158 members 
Mstep: Class 18 contains 104146 members 
Mstep: Class 19 contains 3016 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 38443 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9021 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14283 members 
Mstep: Class 29 contains 22757 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13466 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67936 members 
Mstep: Class 34 contains 26186 members 
Mstep: Class 35 contains 15211 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18932 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14165 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18804 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33324 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182016.000000 Penalty: 179445.484375
Iteration 421Q: 53 clusters Score -1.15182e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156945 members 
Mstep: Class 2 contains 2992 members 
Mstep: Class 3 contains 11867 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24802 members 
Mstep: Class 6 contains 72595 members 
Mstep: Class 7 contains 12267 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182229 members 
Mstep: Class 10 contains 12721 members 
Mstep: Class 11 contains 60076 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43713 members 
Mstep: Class 15 contains 12203 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25157 members 
Mstep: Class 18 contains 104150 members 
Mstep: Class 19 contains 3016 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 38435 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9021 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14283 members 
Mstep: Class 29 contains 22756 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13469 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67938 members 
Mstep: Class 34 contains 26186 members 
Mstep: Class 35 contains 15212 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18932 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14164 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18803 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33324 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182040.000000 Penalty: 179445.484375
Iteration 422Q: 53 clusters Score -1.15182e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156941 members 
Mstep: Class 2 contains 2992 members 
Mstep: Class 3 contains 11867 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24803 members 
Mstep: Class 6 contains 72595 members 
Mstep: Class 7 contains 12275 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182231 members 
Mstep: Class 10 contains 12721 members 
Mstep: Class 11 contains 60084 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43707 members 
Mstep: Class 15 contains 12203 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 25157 members 
Mstep: Class 18 contains 104155 members 
Mstep: Class 19 contains 3016 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 38427 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9021 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14283 members 
Mstep: Class 29 contains 22755 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13468 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67935 members 
Mstep: Class 34 contains 26186 members 
Mstep: Class 35 contains 15212 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18932 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14164 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18802 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33324 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182048.000000 Penalty: 179445.484375
Iteration 423Q: 53 clusters Score -1.15182e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156944 members 
Mstep: Class 2 contains 2992 members 
Mstep: Class 3 contains 11867 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24799 members 
Mstep: Class 6 contains 72595 members 
Mstep: Class 7 contains 12284 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182230 members 
Mstep: Class 10 contains 12721 members 
Mstep: Class 11 contains 60090 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43699 members 
Mstep: Class 15 contains 12203 members 
Mstep: Class 16 contains 7535 members 
Mstep: Class 17 contains 25157 members 
Mstep: Class 18 contains 104159 members 
Mstep: Class 19 contains 3016 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 38419 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9021 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14283 members 
Mstep: Class 29 contains 22759 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13468 members 
Mstep: Class 32 contains 8060 members 
Mstep: Class 33 contains 67930 members 
Mstep: Class 34 contains 26186 members 
Mstep: Class 35 contains 15211 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18932 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14164 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18802 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33324 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182080.000000 Penalty: 179445.484375
Iteration 424Q: 53 clusters Score -1.151821e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156943 members 
Mstep: Class 2 contains 2992 members 
Mstep: Class 3 contains 11867 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24798 members 
Mstep: Class 6 contains 72595 members 
Mstep: Class 7 contains 12289 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182233 members 
Mstep: Class 10 contains 12721 members 
Mstep: Class 11 contains 60094 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43693 members 
Mstep: Class 15 contains 12203 members 
Mstep: Class 16 contains 7537 members 
Mstep: Class 17 contains 25157 members 
Mstep: Class 18 contains 104166 members 
Mstep: Class 19 contains 3017 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 38409 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9022 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14283 members 
Mstep: Class 29 contains 22759 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13469 members 
Mstep: Class 32 contains 8059 members 
Mstep: Class 33 contains 67927 members 
Mstep: Class 34 contains 26186 members 
Mstep: Class 35 contains 15211 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18933 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14164 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18801 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33322 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182104.000000 Penalty: 179445.484375
Iteration 425Q: 53 clusters Score -1.151821e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156944 members 
Mstep: Class 2 contains 2992 members 
Mstep: Class 3 contains 11867 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24798 members 
Mstep: Class 6 contains 72595 members 
Mstep: Class 7 contains 12297 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182229 members 
Mstep: Class 10 contains 12721 members 
Mstep: Class 11 contains 60099 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43688 members 
Mstep: Class 15 contains 12203 members 
Mstep: Class 16 contains 7538 members 
Mstep: Class 17 contains 25157 members 
Mstep: Class 18 contains 104165 members 
Mstep: Class 19 contains 3017 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 38399 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9022 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14283 members 
Mstep: Class 29 contains 22763 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13471 members 
Mstep: Class 32 contains 8059 members 
Mstep: Class 33 contains 67927 members 
Mstep: Class 34 contains 26186 members 
Mstep: Class 35 contains 15210 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18933 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14164 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18803 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33320 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182160.000000 Penalty: 179445.484375
Iteration 426Q: 53 clusters Score -1.151822e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156942 members 
Mstep: Class 2 contains 2992 members 
Mstep: Class 3 contains 11867 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24797 members 
Mstep: Class 6 contains 72595 members 
Mstep: Class 7 contains 12300 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182231 members 
Mstep: Class 10 contains 12721 members 
Mstep: Class 11 contains 60100 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43685 members 
Mstep: Class 15 contains 12203 members 
Mstep: Class 16 contains 7538 members 
Mstep: Class 17 contains 25157 members 
Mstep: Class 18 contains 104168 members 
Mstep: Class 19 contains 3017 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 38391 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9021 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14283 members 
Mstep: Class 29 contains 22764 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13472 members 
Mstep: Class 32 contains 8059 members 
Mstep: Class 33 contains 67930 members 
Mstep: Class 34 contains 26187 members 
Mstep: Class 35 contains 15210 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18933 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14164 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18803 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33320 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182184.000000 Penalty: 179445.484375
Iteration 427Q: 53 clusters Score -1.151822e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156942 members 
Mstep: Class 2 contains 2992 members 
Mstep: Class 3 contains 11867 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24796 members 
Mstep: Class 6 contains 72595 members 
Mstep: Class 7 contains 12298 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182231 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60100 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43684 members 
Mstep: Class 15 contains 12203 members 
Mstep: Class 16 contains 7538 members 
Mstep: Class 17 contains 25157 members 
Mstep: Class 18 contains 104174 members 
Mstep: Class 19 contains 3017 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 38385 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9021 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14283 members 
Mstep: Class 29 contains 22765 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13473 members 
Mstep: Class 32 contains 8059 members 
Mstep: Class 33 contains 67931 members 
Mstep: Class 34 contains 26187 members 
Mstep: Class 35 contains 15212 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18933 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14164 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18803 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33320 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182144.000000 Penalty: 179445.484375
Iteration 428Q: 53 clusters Score -1.151821e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156941 members 
Mstep: Class 2 contains 2992 members 
Mstep: Class 3 contains 11867 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24795 members 
Mstep: Class 6 contains 72595 members 
Mstep: Class 7 contains 12300 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182231 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60104 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43678 members 
Mstep: Class 15 contains 12204 members 
Mstep: Class 16 contains 7538 members 
Mstep: Class 17 contains 25157 members 
Mstep: Class 18 contains 104178 members 
Mstep: Class 19 contains 3017 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 38379 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9021 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14283 members 
Mstep: Class 29 contains 22765 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13475 members 
Mstep: Class 32 contains 8059 members 
Mstep: Class 33 contains 67932 members 
Mstep: Class 34 contains 26187 members 
Mstep: Class 35 contains 15212 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18933 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14164 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18803 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33320 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182208.000000 Penalty: 179445.484375
Iteration 429Q: 53 clusters Score -1.151822e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156937 members 
Mstep: Class 2 contains 2992 members 
Mstep: Class 3 contains 11867 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24796 members 
Mstep: Class 6 contains 72595 members 
Mstep: Class 7 contains 12298 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182228 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60107 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43677 members 
Mstep: Class 15 contains 12204 members 
Mstep: Class 16 contains 7538 members 
Mstep: Class 17 contains 25157 members 
Mstep: Class 18 contains 104183 members 
Mstep: Class 19 contains 3017 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 38371 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9021 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14283 members 
Mstep: Class 29 contains 22765 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13478 members 
Mstep: Class 32 contains 8059 members 
Mstep: Class 33 contains 67935 members 
Mstep: Class 34 contains 26187 members 
Mstep: Class 35 contains 15212 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18934 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14164 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18805 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33320 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182144.000000 Penalty: 179445.484375
Iteration 430Q: 53 clusters Score -1.151821e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156935 members 
Mstep: Class 2 contains 2992 members 
Mstep: Class 3 contains 11867 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24798 members 
Mstep: Class 6 contains 72595 members 
Mstep: Class 7 contains 12297 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 182228 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60109 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43674 members 
Mstep: Class 15 contains 12204 members 
Mstep: Class 16 contains 7538 members 
Mstep: Class 17 contains 25157 members 
Mstep: Class 18 contains 104186 members 
Mstep: Class 19 contains 3017 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 38367 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9021 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14283 members 
Mstep: Class 29 contains 22765 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13478 members 
Mstep: Class 32 contains 8059 members 
Mstep: Class 33 contains 67936 members 
Mstep: Class 34 contains 26186 members 
Mstep: Class 35 contains 15212 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18934 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14166 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18806 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33320 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182248.000000 Penalty: 179445.484375
Iteration 431Q: 53 clusters Score -1.151822e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156938 members 
Mstep: Class 2 contains 2992 members 
Mstep: Class 3 contains 11866 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24798 members 
Mstep: Class 6 contains 72595 members 
Mstep: Class 7 contains 12298 members 
Mstep: Class 8 contains 1693 members 
Mstep: Class 9 contains 182230 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60106 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43668 members 
Mstep: Class 15 contains 12204 members 
Mstep: Class 16 contains 7538 members 
Mstep: Class 17 contains 25157 members 
Mstep: Class 18 contains 104189 members 
Mstep: Class 19 contains 3017 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 38364 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9021 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14283 members 
Mstep: Class 29 contains 22767 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13478 members 
Mstep: Class 32 contains 8059 members 
Mstep: Class 33 contains 67936 members 
Mstep: Class 34 contains 26186 members 
Mstep: Class 35 contains 15212 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18934 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14166 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18807 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33320 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182192.000000 Penalty: 179445.484375
Iteration 432Q: 53 clusters Score -1.151822e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156935 members 
Mstep: Class 2 contains 2992 members 
Mstep: Class 3 contains 11865 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24799 members 
Mstep: Class 6 contains 72595 members 
Mstep: Class 7 contains 12299 members 
Mstep: Class 8 contains 1693 members 
Mstep: Class 9 contains 182232 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60109 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43666 members 
Mstep: Class 15 contains 12204 members 
Mstep: Class 16 contains 7538 members 
Mstep: Class 17 contains 25156 members 
Mstep: Class 18 contains 104192 members 
Mstep: Class 19 contains 3017 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 38359 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9021 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14283 members 
Mstep: Class 29 contains 22766 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13480 members 
Mstep: Class 32 contains 8059 members 
Mstep: Class 33 contains 67937 members 
Mstep: Class 34 contains 26185 members 
Mstep: Class 35 contains 15212 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18934 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14167 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18807 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33320 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182200.000000 Penalty: 179445.484375
Iteration 433Q: 53 clusters Score -1.151822e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156938 members 
Mstep: Class 2 contains 2992 members 
Mstep: Class 3 contains 11862 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24800 members 
Mstep: Class 6 contains 72595 members 
Mstep: Class 7 contains 12304 members 
Mstep: Class 8 contains 1693 members 
Mstep: Class 9 contains 182230 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60108 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43664 members 
Mstep: Class 15 contains 12204 members 
Mstep: Class 16 contains 7538 members 
Mstep: Class 17 contains 25156 members 
Mstep: Class 18 contains 104196 members 
Mstep: Class 19 contains 3017 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 38350 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9021 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14283 members 
Mstep: Class 29 contains 22766 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13481 members 
Mstep: Class 32 contains 8059 members 
Mstep: Class 33 contains 67937 members 
Mstep: Class 34 contains 26185 members 
Mstep: Class 35 contains 15212 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18935 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14169 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18807 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33320 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182280.000000 Penalty: 179445.484375
Iteration 434Q: 53 clusters Score -1.151823e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156938 members 
Mstep: Class 2 contains 2992 members 
Mstep: Class 3 contains 11862 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24800 members 
Mstep: Class 6 contains 72595 members 
Mstep: Class 7 contains 12307 members 
Mstep: Class 8 contains 1693 members 
Mstep: Class 9 contains 182230 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60108 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43663 members 
Mstep: Class 15 contains 12204 members 
Mstep: Class 16 contains 7538 members 
Mstep: Class 17 contains 25156 members 
Mstep: Class 18 contains 104203 members 
Mstep: Class 19 contains 3017 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 38338 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9021 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14283 members 
Mstep: Class 29 contains 22766 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13483 members 
Mstep: Class 32 contains 8059 members 
Mstep: Class 33 contains 67938 members 
Mstep: Class 34 contains 26185 members 
Mstep: Class 35 contains 15212 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18935 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14169 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18807 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33320 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182248.000000 Penalty: 179445.484375
Iteration 435Q: 53 clusters Score -1.151822e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156940 members 
Mstep: Class 2 contains 2992 members 
Mstep: Class 3 contains 11862 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24799 members 
Mstep: Class 6 contains 72595 members 
Mstep: Class 7 contains 12307 members 
Mstep: Class 8 contains 1693 members 
Mstep: Class 9 contains 182231 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60108 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43661 members 
Mstep: Class 15 contains 12204 members 
Mstep: Class 16 contains 7538 members 
Mstep: Class 17 contains 25156 members 
Mstep: Class 18 contains 104208 members 
Mstep: Class 19 contains 3017 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 38333 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9021 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14283 members 
Mstep: Class 29 contains 22766 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13483 members 
Mstep: Class 32 contains 8059 members 
Mstep: Class 33 contains 67937 members 
Mstep: Class 34 contains 26185 members 
Mstep: Class 35 contains 15212 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18935 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14170 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18807 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33320 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182208.000000 Penalty: 179445.484375
Iteration 436Q: 53 clusters Score -1.151822e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156940 members 
Mstep: Class 2 contains 2992 members 
Mstep: Class 3 contains 11862 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24799 members 
Mstep: Class 6 contains 72595 members 
Mstep: Class 7 contains 12311 members 
Mstep: Class 8 contains 1693 members 
Mstep: Class 9 contains 182232 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60108 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43660 members 
Mstep: Class 15 contains 12204 members 
Mstep: Class 16 contains 7538 members 
Mstep: Class 17 contains 25156 members 
Mstep: Class 18 contains 104214 members 
Mstep: Class 19 contains 3017 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 38325 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9022 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14283 members 
Mstep: Class 29 contains 22765 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13482 members 
Mstep: Class 32 contains 8059 members 
Mstep: Class 33 contains 67935 members 
Mstep: Class 34 contains 26185 members 
Mstep: Class 35 contains 15211 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18935 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14171 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18808 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33320 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182256.000000 Penalty: 179445.484375
Iteration 437Q: 53 clusters Score -1.151823e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156938 members 
Mstep: Class 2 contains 2991 members 
Mstep: Class 3 contains 11862 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24800 members 
Mstep: Class 6 contains 72595 members 
Mstep: Class 7 contains 12312 members 
Mstep: Class 8 contains 1693 members 
Mstep: Class 9 contains 182234 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60108 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43662 members 
Mstep: Class 15 contains 12204 members 
Mstep: Class 16 contains 7538 members 
Mstep: Class 17 contains 25156 members 
Mstep: Class 18 contains 104215 members 
Mstep: Class 19 contains 3017 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 38320 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9023 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14283 members 
Mstep: Class 29 contains 22764 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13481 members 
Mstep: Class 32 contains 8059 members 
Mstep: Class 33 contains 67935 members 
Mstep: Class 34 contains 26185 members 
Mstep: Class 35 contains 15211 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18935 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14171 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18810 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33320 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182256.000000 Penalty: 179445.484375
Iteration 438Q: 53 clusters Score -1.151823e+08 nChanged 8
Entering ConstructFrom: 
Score: -115182256.000000 Penalty: 179445.484375
Entering ConstructFrom: 
Trying to split cluster 1 (156939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156939 members 
Entering Unmasked Estep 
Score: -17259932.000000 Penalty: 2966.975830
	Iteration 0F: 2 clusters Score -1.725993e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78598 members 
Mstep: Class 2 contains 78341 members 
Entering Unmasked Estep 
Score: -17155294.000000 Penalty: 5933.951660
	Iteration 0F: 3 clusters Score -1.715529e+07 nChanged 74790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79816 members 
Mstep: Class 2 contains 77123 members 
Entering Unmasked Estep 
Score: -17198684.000000 Penalty: 5933.951660
	Iteration 1F: 3 clusters Score -1.719868e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81003 members 
Mstep: Class 2 contains 75936 members 
Entering Unmasked Estep 
Score: -17199746.000000 Penalty: 5933.951660
	Iteration 2Q: 3 clusters Score -1.719975e+07 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82877 members 
Mstep: Class 2 contains 74062 members 
Entering Unmasked Estep 
Score: -17201280.000000 Penalty: 5933.951660
	Iteration 3Q: 3 clusters Score -1.720128e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85644 members 
Mstep: Class 2 contains 71295 members 
Entering Unmasked Estep 
Score: -17203270.000000 Penalty: 5933.951660
	Iteration 4Q: 3 clusters Score -1.720327e+07 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89485 members 
Mstep: Class 2 contains 67454 members 
Entering Unmasked Estep 
Score: -17206066.000000 Penalty: 5933.951660
	Iteration 5Q: 3 clusters Score -1.720607e+07 nChanged 7623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94706 members 
Mstep: Class 2 contains 62233 members 
Entering Unmasked Estep 
Score: -17209624.000000 Penalty: 5933.951660
	Iteration 6Q: 3 clusters Score -1.720962e+07 nChanged 8556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101280 members 
Mstep: Class 2 contains 55659 members 
Entering Unmasked Estep 
Score: -17214190.000000 Penalty: 5933.951660
	Iteration 7F: 3 clusters Score -1.721419e+07 nChanged 9386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109128 members 
Mstep: Class 2 contains 47811 members 
Entering Unmasked Estep 
Score: -17220144.000000 Penalty: 5933.951660
	Iteration 8F: 3 clusters Score -1.722014e+07 nChanged 9648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117626 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
Score: -17227046.000000 Penalty: 5933.951660
	Iteration 9F: 3 clusters Score -1.722705e+07 nChanged 9019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125807 members 
Mstep: Class 2 contains 31132 members 
Entering Unmasked Estep 
Score: -17234056.000000 Penalty: 5933.951660
	Iteration 10F: 3 clusters Score -1.723406e+07 nChanged 7563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132858 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -17240206.000000 Penalty: 5933.951660
	Iteration 11Q: 3 clusters Score -1.724021e+07 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138372 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -17244568.000000 Penalty: 5933.951660
	Iteration 12Q: 3 clusters Score -1.724457e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142770 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -17247960.000000 Penalty: 5933.951660
	Iteration 13Q: 3 clusters Score -1.724796e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146270 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -17250490.000000 Penalty: 5933.951660
	Iteration 14Q: 3 clusters Score -1.725049e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149063 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -17252602.000000 Penalty: 5933.951660
	Iteration 15Q: 3 clusters Score -1.72526e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151191 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -17254078.000000 Penalty: 5933.951660
	Iteration 16Q: 3 clusters Score -1.725408e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152745 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -17255114.000000 Penalty: 5933.951660
	Iteration 17Q: 3 clusters Score -1.725511e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153901 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -17255830.000000 Penalty: 5933.951660
	Iteration 18Q: 3 clusters Score -1.725583e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154695 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -17256326.000000 Penalty: 5933.951660
	Iteration 19Q: 3 clusters Score -1.725633e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155224 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -17256754.000000 Penalty: 5933.951660
	Iteration 20F: 3 clusters Score -1.725675e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155592 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -17256978.000000 Penalty: 5933.951660
	Iteration 21Q: 3 clusters Score -1.725698e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155829 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -17257178.000000 Penalty: 5933.951660
	Iteration 22Q: 3 clusters Score -1.725718e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155966 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -17257216.000000 Penalty: 5933.951660
	Iteration 23Q: 3 clusters Score -1.725722e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156063 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -17257282.000000 Penalty: 5933.951660
	Iteration 24Q: 3 clusters Score -1.725728e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156120 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -17257320.000000 Penalty: 5933.951660
	Iteration 25Q: 3 clusters Score -1.725732e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156174 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -17257362.000000 Penalty: 5933.951660
	Iteration 26Q: 3 clusters Score -1.725736e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156210 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -17257374.000000 Penalty: 5933.951660
	Iteration 27Q: 3 clusters Score -1.725737e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156243 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -17257424.000000 Penalty: 5933.951660
	Iteration 28Q: 3 clusters Score -1.725742e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156261 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -17257436.000000 Penalty: 5933.951660
	Iteration 29Q: 3 clusters Score -1.725744e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156276 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -17257450.000000 Penalty: 5933.951660
	Iteration 30Q: 3 clusters Score -1.725745e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156289 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -17257456.000000 Penalty: 5933.951660
	Iteration 31Q: 3 clusters Score -1.725746e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156307 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -17257472.000000 Penalty: 5933.951660
	Iteration 32Q: 3 clusters Score -1.725747e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156318 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -17257476.000000 Penalty: 5933.951660
	Iteration 33Q: 3 clusters Score -1.725748e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156329 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -17257474.000000 Penalty: 5933.951660
	Iteration 34Q: 3 clusters Score -1.725747e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156338 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -17257462.000000 Penalty: 5933.951660
	Iteration 35Q: 3 clusters Score -1.725746e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156346 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -17257470.000000 Penalty: 5933.951660
	Iteration 36Q: 3 clusters Score -1.725747e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156347 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -17257460.000000 Penalty: 5933.951660
	Iteration 37Q: 3 clusters Score -1.725746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156350 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -17257466.000000 Penalty: 5933.951660
	Iteration 38Q: 3 clusters Score -1.725747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156352 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -17257468.000000 Penalty: 5933.951660
	Iteration 39Q: 3 clusters Score -1.725747e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156355 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -17257470.000000 Penalty: 5933.951660
	Iteration 40F: 3 clusters Score -1.725747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156357 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -17257472.000000 Penalty: 5933.951660
	Iteration 41Q: 3 clusters Score -1.725747e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156360 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -17257464.000000 Penalty: 5933.951660
	Iteration 42Q: 3 clusters Score -1.725746e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156365 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -17257484.000000 Penalty: 5933.951660
	Iteration 43Q: 3 clusters Score -1.725748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156367 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -17257462.000000 Penalty: 5933.951660
	Iteration 44Q: 3 clusters Score -1.725746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156368 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -17257462.000000 Penalty: 5933.951660
	Iteration 45Q: 3 clusters Score -1.725746e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156368 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -17257462.000000 Penalty: 5933.951660
	Iteration 46F: 3 clusters Score -1.725746e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Entering Unmasked Estep 
Score: -259708.546875 Penalty: 1984.833984
	Iteration 0F: 2 clusters Score -259708.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -256432.421875 Penalty: 3969.667969
	Iteration 0F: 3 clusters Score -256432.4 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -257115.890625 Penalty: 3969.667969
	Iteration 1F: 3 clusters Score -257115.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -257326.843750 Penalty: 3969.667969
	Iteration 2F: 3 clusters Score -257326.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -257497.859375 Penalty: 3969.667969
	Iteration 3F: 3 clusters Score -257497.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -257671.781250 Penalty: 3969.667969
	Iteration 4F: 3 clusters Score -257671.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -257832.343750 Penalty: 3969.667969
	Iteration 5Q: 3 clusters Score -257832.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -257971.468750 Penalty: 3969.667969
	Iteration 6Q: 3 clusters Score -257971.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -258080.343750 Penalty: 3969.667969
	Iteration 7Q: 3 clusters Score -258080.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -258175.718750 Penalty: 3969.667969
	Iteration 8Q: 3 clusters Score -258175.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -258245.375000 Penalty: 3969.667969
	Iteration 9Q: 3 clusters Score -258245.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -258328.500000 Penalty: 3969.667969
	Iteration 10Q: 3 clusters Score -258328.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -258399.265625 Penalty: 3969.667969
	Iteration 11Q: 3 clusters Score -258399.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -258463.156250 Penalty: 3969.667969
	Iteration 12Q: 3 clusters Score -258463.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -258512.859375 Penalty: 3969.667969
	Iteration 13Q: 3 clusters Score -258512.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -258566.500000 Penalty: 3969.667969
	Iteration 14Q: 3 clusters Score -258566.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -258608.187500 Penalty: 3969.667969
	Iteration 15Q: 3 clusters Score -258608.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -258640.781250 Penalty: 3969.667969
	Iteration 16Q: 3 clusters Score -258640.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -258662.312500 Penalty: 3969.667969
	Iteration 17Q: 3 clusters Score -258662.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -258680.843750 Penalty: 3969.667969
	Iteration 18Q: 3 clusters Score -258680.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -258696.328125 Penalty: 3969.667969
	Iteration 19Q: 3 clusters Score -258696.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -258720.750000 Penalty: 3969.667969
	Iteration 20F: 3 clusters Score -258720.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -258739.234375 Penalty: 3969.667969
	Iteration 21Q: 3 clusters Score -258739.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -258764.453125 Penalty: 3969.667969
	Iteration 22Q: 3 clusters Score -258764.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -258785.718750 Penalty: 3969.667969
	Iteration 23Q: 3 clusters Score -258785.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -258795.578125 Penalty: 3969.667969
	Iteration 24Q: 3 clusters Score -258795.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -258804.109375 Penalty: 3969.667969
	Iteration 25Q: 3 clusters Score -258804.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -258810.406250 Penalty: 3969.667969
	Iteration 26Q: 3 clusters Score -258810.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -258815.328125 Penalty: 3969.667969
	Iteration 27Q: 3 clusters Score -258815.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -258820.328125 Penalty: 3969.667969
	Iteration 28Q: 3 clusters Score -258820.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -258827.671875 Penalty: 3969.667969
	Iteration 29Q: 3 clusters Score -258827.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -258830.937500 Penalty: 3969.667969
	Iteration 30Q: 3 clusters Score -258830.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -258834.609375 Penalty: 3969.667969
	Iteration 31Q: 3 clusters Score -258834.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -258836.921875 Penalty: 3969.667969
	Iteration 32Q: 3 clusters Score -258836.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -258839.203125 Penalty: 3969.667969
	Iteration 33Q: 3 clusters Score -258839.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -258841.375000 Penalty: 3969.667969
	Iteration 34Q: 3 clusters Score -258841.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -258841.328125 Penalty: 3969.667969
	Iteration 35Q: 3 clusters Score -258841.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -258841.328125 Penalty: 3969.667969
	Iteration 36F: 3 clusters Score -258841.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Entering Unmasked Estep 
Score: -1215254.125000 Penalty: 2326.511475
	Iteration 0F: 2 clusters Score -1215254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1206350.500000 Penalty: 4653.022949
	Iteration 0F: 3 clusters Score -1206350 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1209124.125000 Penalty: 4653.022949
	Iteration 1F: 3 clusters Score -1209124 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1209618.250000 Penalty: 4653.022949
	Iteration 2F: 3 clusters Score -1209618 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1210068.375000 Penalty: 4653.022949
	Iteration 3F: 3 clusters Score -1210068 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1210406.250000 Penalty: 4653.022949
	Iteration 4F: 3 clusters Score -1210406 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1210665.125000 Penalty: 4653.022949
	Iteration 5Q: 3 clusters Score -1210665 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1210915.125000 Penalty: 4653.022949
	Iteration 6Q: 3 clusters Score -1210915 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1211107.750000 Penalty: 4653.022949
	Iteration 7Q: 3 clusters Score -1211108 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1211297.375000 Penalty: 4653.022949
	Iteration 8Q: 3 clusters Score -1211297 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1211461.375000 Penalty: 4653.022949
	Iteration 9Q: 3 clusters Score -1211461 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1211642.000000 Penalty: 4653.022949
	Iteration 10Q: 3 clusters Score -1211642 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1211824.125000 Penalty: 4653.022949
	Iteration 11Q: 3 clusters Score -1211824 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1212029.500000 Penalty: 4653.022949
	Iteration 12Q: 3 clusters Score -1212030 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1212251.250000 Penalty: 4653.022949
	Iteration 13Q: 3 clusters Score -1212251 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1212463.750000 Penalty: 4653.022949
	Iteration 14Q: 3 clusters Score -1212464 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1212649.500000 Penalty: 4653.022949
	Iteration 15Q: 3 clusters Score -1212650 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1212787.250000 Penalty: 4653.022949
	Iteration 16Q: 3 clusters Score -1212787 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1212881.375000 Penalty: 4653.022949
	Iteration 17Q: 3 clusters Score -1212881 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1212954.500000 Penalty: 4653.022949
	Iteration 18Q: 3 clusters Score -1212954 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1213022.750000 Penalty: 4653.022949
	Iteration 19Q: 3 clusters Score -1213023 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1213062.375000 Penalty: 4653.022949
	Iteration 20F: 3 clusters Score -1213062 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1213099.250000 Penalty: 4653.022949
	Iteration 21Q: 3 clusters Score -1213099 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1213141.375000 Penalty: 4653.022949
	Iteration 22Q: 3 clusters Score -1213141 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1213167.250000 Penalty: 4653.022949
	Iteration 23Q: 3 clusters Score -1213167 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1213192.750000 Penalty: 4653.022949
	Iteration 24Q: 3 clusters Score -1213193 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1213208.500000 Penalty: 4653.022949
	Iteration 25Q: 3 clusters Score -1213208 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1213219.125000 Penalty: 4653.022949
	Iteration 26Q: 3 clusters Score -1213219 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1213229.500000 Penalty: 4653.022949
	Iteration 27Q: 3 clusters Score -1213230 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1213241.125000 Penalty: 4653.022949
	Iteration 28Q: 3 clusters Score -1213241 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1213254.500000 Penalty: 4653.022949
	Iteration 29Q: 3 clusters Score -1213254 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1213262.875000 Penalty: 4653.022949
	Iteration 30Q: 3 clusters Score -1213263 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1213264.250000 Penalty: 4653.022949
	Iteration 31Q: 3 clusters Score -1213264 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1213273.625000 Penalty: 4653.022949
	Iteration 32Q: 3 clusters Score -1213274 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1213277.625000 Penalty: 4653.022949
	Iteration 33Q: 3 clusters Score -1213278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1213278.500000 Penalty: 4653.022949
	Iteration 34Q: 3 clusters Score -1213278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1213281.000000 Penalty: 4653.022949
	Iteration 35Q: 3 clusters Score -1213281 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1213284.375000 Penalty: 4653.022949
	Iteration 36Q: 3 clusters Score -1213284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1213286.250000 Penalty: 4653.022949
	Iteration 37Q: 3 clusters Score -1213286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1213289.000000 Penalty: 4653.022949
	Iteration 38Q: 3 clusters Score -1213289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1213291.625000 Penalty: 4653.022949
	Iteration 39Q: 3 clusters Score -1213292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1213290.125000 Penalty: 4653.022949
	Iteration 40F: 3 clusters Score -1213290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1213295.000000 Penalty: 4653.022949
	Iteration 41Q: 3 clusters Score -1213295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1213299.125000 Penalty: 4653.022949
	Iteration 42Q: 3 clusters Score -1213299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1213297.625000 Penalty: 4653.022949
	Iteration 43Q: 3 clusters Score -1213298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1213300.500000 Penalty: 4653.022949
	Iteration 44Q: 3 clusters Score -1213300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1213302.500000 Penalty: 4653.022949
	Iteration 45Q: 3 clusters Score -1213302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1213302.000000 Penalty: 4653.022949
	Iteration 46Q: 3 clusters Score -1213302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1213305.250000 Penalty: 4653.022949
	Iteration 47Q: 3 clusters Score -1213305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1213306.875000 Penalty: 4653.022949
	Iteration 48Q: 3 clusters Score -1213307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1213305.875000 Penalty: 4653.022949
	Iteration 49Q: 3 clusters Score -1213306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1213307.125000 Penalty: 4653.022949
	Iteration 50Q: 3 clusters Score -1213307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1213312.125000 Penalty: 4653.022949
	Iteration 51Q: 3 clusters Score -1213312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1213311.875000 Penalty: 4653.022949
	Iteration 52Q: 3 clusters Score -1213312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1213314.375000 Penalty: 4653.022949
	Iteration 53Q: 3 clusters Score -1213314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1213313.875000 Penalty: 4653.022949
	Iteration 54Q: 3 clusters Score -1213314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1213315.250000 Penalty: 4653.022949
	Iteration 55Q: 3 clusters Score -1213315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1213316.375000 Penalty: 4653.022949
	Iteration 56Q: 3 clusters Score -1213316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1213314.875000 Penalty: 4653.022949
	Iteration 57Q: 3 clusters Score -1213315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1213316.375000 Penalty: 4653.022949
	Iteration 58Q: 3 clusters Score -1213316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1213318.500000 Penalty: 4653.022949
	Iteration 59Q: 3 clusters Score -1213318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1213320.875000 Penalty: 4653.022949
	Iteration 60F: 3 clusters Score -1213321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1213321.125000 Penalty: 4653.022949
	Iteration 61Q: 3 clusters Score -1213321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1213320.375000 Penalty: 4653.022949
	Iteration 62Q: 3 clusters Score -1213320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1213320.750000 Penalty: 4653.022949
	Iteration 63Q: 3 clusters Score -1213321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1213321.125000 Penalty: 4653.022949
	Iteration 64Q: 3 clusters Score -1213321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1213321.125000 Penalty: 4653.022949
	Iteration 65F: 3 clusters Score -1213321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Entering Unmasked Estep 
Score: -144021.140625 Penalty: 1808.499634
	Iteration 0F: 2 clusters Score -144021.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -141801.156250 Penalty: 3616.999268
	Iteration 0F: 3 clusters Score -141801.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -142342.125000 Penalty: 3616.999268
	Iteration 1F: 3 clusters Score -142342.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -142596.562500 Penalty: 3616.999268
	Iteration 2F: 3 clusters Score -142596.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -142764.687500 Penalty: 3616.999268
	Iteration 3F: 3 clusters Score -142764.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -142920.468750 Penalty: 3616.999268
	Iteration 4F: 3 clusters Score -142920.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -143112.390625 Penalty: 3616.999268
	Iteration 5F: 3 clusters Score -143112.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -143367.156250 Penalty: 3616.999268
	Iteration 6F: 3 clusters Score -143367.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -143605.125000 Penalty: 3616.999268
	Iteration 7F: 3 clusters Score -143605.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -143757.140625 Penalty: 3616.999268
	Iteration 8Q: 3 clusters Score -143757.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -143820.984375 Penalty: 3616.999268
	Iteration 9Q: 3 clusters Score -143821 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -143853.859375 Penalty: 3616.999268
	Iteration 10Q: 3 clusters Score -143853.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -143871.687500 Penalty: 3616.999268
	Iteration 11Q: 3 clusters Score -143871.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -143888.984375 Penalty: 3616.999268
	Iteration 12Q: 3 clusters Score -143889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -143903.968750 Penalty: 3616.999268
	Iteration 13Q: 3 clusters Score -143904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -143926.218750 Penalty: 3616.999268
	Iteration 14Q: 3 clusters Score -143926.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -143956.031250 Penalty: 3616.999268
	Iteration 15Q: 3 clusters Score -143956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -143978.250000 Penalty: 3616.999268
	Iteration 16Q: 3 clusters Score -143978.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -143985.578125 Penalty: 3616.999268
	Iteration 17Q: 3 clusters Score -143985.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -143991.937500 Penalty: 3616.999268
	Iteration 18Q: 3 clusters Score -143991.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -144000.906250 Penalty: 3616.999268
	Iteration 19Q: 3 clusters Score -144000.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -144004.968750 Penalty: 3616.999268
	Iteration 20F: 3 clusters Score -144005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -144006.015625 Penalty: 3616.999268
	Iteration 21Q: 3 clusters Score -144006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -144006.015625 Penalty: 3616.999268
	Iteration 22F: 3 clusters Score -144006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Entering Unmasked Estep 
Score: -2575480.000000 Penalty: 2509.412598
	Iteration 0F: 2 clusters Score -2575480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -2558218.000000 Penalty: 5018.825195
	Iteration 0F: 3 clusters Score -2558218 nChanged 11126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -2564196.750000 Penalty: 5018.825195
	Iteration 1F: 3 clusters Score -2564197 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -2564645.500000 Penalty: 5018.825195
	Iteration 2Q: 3 clusters Score -2564646 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2565084.250000 Penalty: 5018.825195
	Iteration 3Q: 3 clusters Score -2565084 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -2565521.500000 Penalty: 5018.825195
	Iteration 4Q: 3 clusters Score -2565522 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -2565975.250000 Penalty: 5018.825195
	Iteration 5Q: 3 clusters Score -2565975 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -2566455.500000 Penalty: 5018.825195
	Iteration 6Q: 3 clusters Score -2566456 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -2566984.500000 Penalty: 5018.825195
	Iteration 7Q: 3 clusters Score -2566984 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -2567625.750000 Penalty: 5018.825195
	Iteration 8Q: 3 clusters Score -2567626 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -2568371.250000 Penalty: 5018.825195
	Iteration 9Q: 3 clusters Score -2568371 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2569151.500000 Penalty: 5018.825195
	Iteration 10Q: 3 clusters Score -2569152 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -2569877.750000 Penalty: 5018.825195
	Iteration 11Q: 3 clusters Score -2569878 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -2570383.500000 Penalty: 5018.825195
	Iteration 12Q: 3 clusters Score -2570384 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -2570729.250000 Penalty: 5018.825195
	Iteration 13Q: 3 clusters Score -2570729 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -2570986.750000 Penalty: 5018.825195
	Iteration 14Q: 3 clusters Score -2570987 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -2571172.000000 Penalty: 5018.825195
	Iteration 15Q: 3 clusters Score -2571172 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -2571317.250000 Penalty: 5018.825195
	Iteration 16Q: 3 clusters Score -2571317 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -2571460.500000 Penalty: 5018.825195
	Iteration 17Q: 3 clusters Score -2571460 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -2571617.500000 Penalty: 5018.825195
	Iteration 18Q: 3 clusters Score -2571618 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -2571776.000000 Penalty: 5018.825195
	Iteration 19Q: 3 clusters Score -2571776 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -2571956.000000 Penalty: 5018.825195
	Iteration 20F: 3 clusters Score -2571956 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -2572159.750000 Penalty: 5018.825195
	Iteration 21Q: 3 clusters Score -2572160 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -2572363.750000 Penalty: 5018.825195
	Iteration 22Q: 3 clusters Score -2572364 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -2572586.000000 Penalty: 5018.825195
	Iteration 23Q: 3 clusters Score -2572586 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -2572826.250000 Penalty: 5018.825195
	Iteration 24Q: 3 clusters Score -2572826 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -2573004.750000 Penalty: 5018.825195
	Iteration 25Q: 3 clusters Score -2573005 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -2573133.750000 Penalty: 5018.825195
	Iteration 26Q: 3 clusters Score -2573134 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -2573208.500000 Penalty: 5018.825195
	Iteration 27Q: 3 clusters Score -2573208 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -2573246.750000 Penalty: 5018.825195
	Iteration 28Q: 3 clusters Score -2573247 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -2573271.500000 Penalty: 5018.825195
	Iteration 29Q: 3 clusters Score -2573272 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2573286.000000 Penalty: 5018.825195
	Iteration 30Q: 3 clusters Score -2573286 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -2573280.500000 Penalty: 5018.825195
	Iteration 31Q: 3 clusters Score -2573280 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -2573298.000000 Penalty: 5018.825195
	Iteration 32Q: 3 clusters Score -2573298 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -2573314.750000 Penalty: 5018.825195
	Iteration 33Q: 3 clusters Score -2573315 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -2573327.750000 Penalty: 5018.825195
	Iteration 34Q: 3 clusters Score -2573328 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2573336.750000 Penalty: 5018.825195
	Iteration 35Q: 3 clusters Score -2573337 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -2573338.500000 Penalty: 5018.825195
	Iteration 36Q: 3 clusters Score -2573338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -2573345.250000 Penalty: 5018.825195
	Iteration 37Q: 3 clusters Score -2573345 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -2573344.750000 Penalty: 5018.825195
	Iteration 38Q: 3 clusters Score -2573345 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -2573350.000000 Penalty: 5018.825195
	Iteration 39Q: 3 clusters Score -2573350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -2573351.000000 Penalty: 5018.825195
	Iteration 40F: 3 clusters Score -2573351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -2573351.250000 Penalty: 5018.825195
	Iteration 41Q: 3 clusters Score -2573351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2573350.250000 Penalty: 5018.825195
	Iteration 42Q: 3 clusters Score -2573350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -2573354.000000 Penalty: 5018.825195
	Iteration 43Q: 3 clusters Score -2573354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2573357.000000 Penalty: 5018.825195
	Iteration 44Q: 3 clusters Score -2573357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2573355.500000 Penalty: 5018.825195
	Iteration 45Q: 3 clusters Score -2573356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2573359.250000 Penalty: 5018.825195
	Iteration 46Q: 3 clusters Score -2573359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -2573359.500000 Penalty: 5018.825195
	Iteration 47Q: 3 clusters Score -2573360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2573360.500000 Penalty: 5018.825195
	Iteration 48Q: 3 clusters Score -2573360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2573359.500000 Penalty: 5018.825195
	Iteration 49Q: 3 clusters Score -2573360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2573356.000000 Penalty: 5018.825195
	Iteration 50Q: 3 clusters Score -2573356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -2573357.250000 Penalty: 5018.825195
	Iteration 51Q: 3 clusters Score -2573357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2573360.500000 Penalty: 5018.825195
	Iteration 52Q: 3 clusters Score -2573360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2573360.500000 Penalty: 5018.825195
	Iteration 53F: 3 clusters Score -2573360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (72595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72595 members 
Entering Unmasked Estep 
Score: -8086914.500000 Penalty: 2775.777588
	Iteration 0F: 2 clusters Score -8086914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -8038257.000000 Penalty: 5551.555176
	Iteration 0F: 3 clusters Score -8038257 nChanged 34013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -8057342.000000 Penalty: 5551.555176
	Iteration 1F: 3 clusters Score -8057342 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35148 members 
Mstep: Class 2 contains 37447 members 
Entering Unmasked Estep 
Score: -8057872.000000 Penalty: 5551.555176
	Iteration 2Q: 3 clusters Score -8057872 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 38091 members 
Entering Unmasked Estep 
Score: -8058343.000000 Penalty: 5551.555176
	Iteration 3Q: 3 clusters Score -8058343 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33517 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -8058946.500000 Penalty: 5551.555176
	Iteration 4Q: 3 clusters Score -8058946 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -8059693.000000 Penalty: 5551.555176
	Iteration 5Q: 3 clusters Score -8059693 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 42530 members 
Entering Unmasked Estep 
Score: -8060639.500000 Penalty: 5551.555176
	Iteration 6Q: 3 clusters Score -8060640 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 45417 members 
Entering Unmasked Estep 
Score: -8062143.000000 Penalty: 5551.555176
	Iteration 7Q: 3 clusters Score -8062143 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 49312 members 
Entering Unmasked Estep 
Score: -8064481.000000 Penalty: 5551.555176
	Iteration 8F: 3 clusters Score -8064481 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 54184 members 
Entering Unmasked Estep 
Score: -8067963.000000 Penalty: 5551.555176
	Iteration 9F: 3 clusters Score -8067963 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 59642 members 
Entering Unmasked Estep 
Score: -8072536.500000 Penalty: 5551.555176
	Iteration 10F: 3 clusters Score -8072536 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 64784 members 
Entering Unmasked Estep 
Score: -8077291.000000 Penalty: 5551.555176
	Iteration 11F: 3 clusters Score -8077291 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 68585 members 
Entering Unmasked Estep 
Score: -8080887.000000 Penalty: 5551.555176
	Iteration 12F: 3 clusters Score -8080887 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 70673 members 
Entering Unmasked Estep 
Score: -8082872.500000 Penalty: 5551.555176
	Iteration 13Q: 3 clusters Score -8082872 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 71615 members 
Entering Unmasked Estep 
Score: -8083746.000000 Penalty: 5551.555176
	Iteration 14Q: 3 clusters Score -8083746 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 71957 members 
Entering Unmasked Estep 
Score: -8084057.500000 Penalty: 5551.555176
	Iteration 15Q: 3 clusters Score -8084058 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 72095 members 
Entering Unmasked Estep 
Score: -8084211.500000 Penalty: 5551.555176
	Iteration 16Q: 3 clusters Score -8084212 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 72155 members 
Entering Unmasked Estep 
Score: -8084288.500000 Penalty: 5551.555176
	Iteration 17Q: 3 clusters Score -8084288 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 72191 members 
Entering Unmasked Estep 
Score: -8084341.000000 Penalty: 5551.555176
	Iteration 18Q: 3 clusters Score -8084341 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 72210 members 
Entering Unmasked Estep 
Score: -8084380.500000 Penalty: 5551.555176
	Iteration 19Q: 3 clusters Score -8084380 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 72223 members 
Entering Unmasked Estep 
Score: -8084400.500000 Penalty: 5551.555176
	Iteration 20F: 3 clusters Score -8084400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 72237 members 
Entering Unmasked Estep 
Score: -8084407.500000 Penalty: 5551.555176
	Iteration 21Q: 3 clusters Score -8084408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 72242 members 
Entering Unmasked Estep 
Score: -8084418.500000 Penalty: 5551.555176
	Iteration 22Q: 3 clusters Score -8084418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 72249 members 
Entering Unmasked Estep 
Score: -8084417.500000 Penalty: 5551.555176
	Iteration 23Q: 3 clusters Score -8084418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 72256 members 
Entering Unmasked Estep 
Score: -8084434.500000 Penalty: 5551.555176
	Iteration 24Q: 3 clusters Score -8084434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 72260 members 
Entering Unmasked Estep 
Score: -8084435.500000 Penalty: 5551.555176
	Iteration 25Q: 3 clusters Score -8084436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 72262 members 
Entering Unmasked Estep 
Score: -8084436.500000 Penalty: 5551.555176
	Iteration 26Q: 3 clusters Score -8084436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 72262 members 
Entering Unmasked Estep 
Score: -8084436.500000 Penalty: 5551.555176
	Iteration 27Q: 3 clusters Score -8084436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 72262 members 
Entering Unmasked Estep 
Score: -8084436.500000 Penalty: 5551.555176
	Iteration 28F: 3 clusters Score -8084436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Entering Unmasked Estep 
Score: -1229085.375000 Penalty: 2335.745605
	Iteration 0F: 2 clusters Score -1229085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1219950.750000 Penalty: 4671.491211
	Iteration 0F: 3 clusters Score -1219951 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1222825.000000 Penalty: 4671.491211
	Iteration 1F: 3 clusters Score -1222825 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1223191.125000 Penalty: 4671.491211
	Iteration 2F: 3 clusters Score -1223191 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1223526.375000 Penalty: 4671.491211
	Iteration 3F: 3 clusters Score -1223526 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1223860.750000 Penalty: 4671.491211
	Iteration 4Q: 3 clusters Score -1223861 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1224185.000000 Penalty: 4671.491211
	Iteration 5Q: 3 clusters Score -1224185 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1224542.000000 Penalty: 4671.491211
	Iteration 6Q: 3 clusters Score -1224542 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1224909.125000 Penalty: 4671.491211
	Iteration 7Q: 3 clusters Score -1224909 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1225301.875000 Penalty: 4671.491211
	Iteration 8Q: 3 clusters Score -1225302 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1225677.750000 Penalty: 4671.491211
	Iteration 9Q: 3 clusters Score -1225678 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1225987.750000 Penalty: 4671.491211
	Iteration 10Q: 3 clusters Score -1225988 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1226216.250000 Penalty: 4671.491211
	Iteration 11Q: 3 clusters Score -1226216 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1226394.250000 Penalty: 4671.491211
	Iteration 12Q: 3 clusters Score -1226394 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1226543.500000 Penalty: 4671.491211
	Iteration 13Q: 3 clusters Score -1226544 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1226637.000000 Penalty: 4671.491211
	Iteration 14Q: 3 clusters Score -1226637 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1226703.000000 Penalty: 4671.491211
	Iteration 15Q: 3 clusters Score -1226703 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1226748.250000 Penalty: 4671.491211
	Iteration 16Q: 3 clusters Score -1226748 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1226781.125000 Penalty: 4671.491211
	Iteration 17Q: 3 clusters Score -1226781 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1226812.750000 Penalty: 4671.491211
	Iteration 18Q: 3 clusters Score -1226813 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1226839.375000 Penalty: 4671.491211
	Iteration 19Q: 3 clusters Score -1226839 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1226861.750000 Penalty: 4671.491211
	Iteration 20F: 3 clusters Score -1226862 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1226880.375000 Penalty: 4671.491211
	Iteration 21Q: 3 clusters Score -1226880 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1226896.250000 Penalty: 4671.491211
	Iteration 22Q: 3 clusters Score -1226896 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1226911.375000 Penalty: 4671.491211
	Iteration 23Q: 3 clusters Score -1226911 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1226919.625000 Penalty: 4671.491211
	Iteration 24Q: 3 clusters Score -1226920 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1226928.750000 Penalty: 4671.491211
	Iteration 25Q: 3 clusters Score -1226929 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1226936.500000 Penalty: 4671.491211
	Iteration 26Q: 3 clusters Score -1226936 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1226948.000000 Penalty: 4671.491211
	Iteration 27Q: 3 clusters Score -1226948 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1226955.625000 Penalty: 4671.491211
	Iteration 28Q: 3 clusters Score -1226956 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1226964.375000 Penalty: 4671.491211
	Iteration 29Q: 3 clusters Score -1226964 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1226977.000000 Penalty: 4671.491211
	Iteration 30Q: 3 clusters Score -1226977 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1226983.625000 Penalty: 4671.491211
	Iteration 31Q: 3 clusters Score -1226984 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1226991.125000 Penalty: 4671.491211
	Iteration 32Q: 3 clusters Score -1226991 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1226998.125000 Penalty: 4671.491211
	Iteration 33Q: 3 clusters Score -1226998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1227008.625000 Penalty: 4671.491211
	Iteration 34Q: 3 clusters Score -1227009 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1227012.750000 Penalty: 4671.491211
	Iteration 35Q: 3 clusters Score -1227013 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1227022.875000 Penalty: 4671.491211
	Iteration 36Q: 3 clusters Score -1227023 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1227035.375000 Penalty: 4671.491211
	Iteration 37Q: 3 clusters Score -1227035 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1227047.500000 Penalty: 4671.491211
	Iteration 38Q: 3 clusters Score -1227048 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1227059.875000 Penalty: 4671.491211
	Iteration 39Q: 3 clusters Score -1227060 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1227070.250000 Penalty: 4671.491211
	Iteration 40F: 3 clusters Score -1227070 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1227089.625000 Penalty: 4671.491211
	Iteration 41Q: 3 clusters Score -1227090 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1227096.250000 Penalty: 4671.491211
	Iteration 42Q: 3 clusters Score -1227096 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1227106.500000 Penalty: 4671.491211
	Iteration 43Q: 3 clusters Score -1227106 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1227114.625000 Penalty: 4671.491211
	Iteration 44Q: 3 clusters Score -1227115 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1227125.500000 Penalty: 4671.491211
	Iteration 45Q: 3 clusters Score -1227126 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1227138.375000 Penalty: 4671.491211
	Iteration 46Q: 3 clusters Score -1227138 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1227143.500000 Penalty: 4671.491211
	Iteration 47Q: 3 clusters Score -1227144 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1227152.625000 Penalty: 4671.491211
	Iteration 48Q: 3 clusters Score -1227153 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1227160.000000 Penalty: 4671.491211
	Iteration 49Q: 3 clusters Score -1227160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1227167.000000 Penalty: 4671.491211
	Iteration 50Q: 3 clusters Score -1227167 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1227169.750000 Penalty: 4671.491211
	Iteration 51Q: 3 clusters Score -1227170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1227172.375000 Penalty: 4671.491211
	Iteration 52Q: 3 clusters Score -1227172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1227173.500000 Penalty: 4671.491211
	Iteration 53Q: 3 clusters Score -1227174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1227175.750000 Penalty: 4671.491211
	Iteration 54Q: 3 clusters Score -1227176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1227178.750000 Penalty: 4671.491211
	Iteration 55Q: 3 clusters Score -1227179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1227178.750000 Penalty: 4671.491211
	Iteration 56Q: 3 clusters Score -1227179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1227178.000000 Penalty: 4671.491211
	Iteration 57Q: 3 clusters Score -1227178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1227178.000000 Penalty: 4671.491211
	Iteration 58F: 3 clusters Score -1227178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Entering Unmasked Estep 
Score: -149410.546875 Penalty: 1843.695801
	Iteration 0F: 2 clusters Score -149410.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -146983.531250 Penalty: 3687.391602
	Iteration 0F: 3 clusters Score -146983.5 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -147371.156250 Penalty: 3687.391602
	Iteration 1F: 3 clusters Score -147371.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -147485.703125 Penalty: 3687.391602
	Iteration 2F: 3 clusters Score -147485.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -147562.406250 Penalty: 3687.391602
	Iteration 3Q: 3 clusters Score -147562.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -147626.484375 Penalty: 3687.391602
	Iteration 4Q: 3 clusters Score -147626.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -147676.968750 Penalty: 3687.391602
	Iteration 5Q: 3 clusters Score -147677 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -147734.781250 Penalty: 3687.391602
	Iteration 6Q: 3 clusters Score -147734.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -147785.968750 Penalty: 3687.391602
	Iteration 7Q: 3 clusters Score -147786 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -147831.468750 Penalty: 3687.391602
	Iteration 8Q: 3 clusters Score -147831.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -147871.171875 Penalty: 3687.391602
	Iteration 9Q: 3 clusters Score -147871.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -147916.921875 Penalty: 3687.391602
	Iteration 10Q: 3 clusters Score -147916.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -147961.093750 Penalty: 3687.391602
	Iteration 11Q: 3 clusters Score -147961.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -147992.921875 Penalty: 3687.391602
	Iteration 12Q: 3 clusters Score -147992.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -148017.937500 Penalty: 3687.391602
	Iteration 13Q: 3 clusters Score -148017.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -148041.890625 Penalty: 3687.391602
	Iteration 14Q: 3 clusters Score -148041.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -148062.015625 Penalty: 3687.391602
	Iteration 15Q: 3 clusters Score -148062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -148080.421875 Penalty: 3687.391602
	Iteration 16Q: 3 clusters Score -148080.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -148088.812500 Penalty: 3687.391602
	Iteration 17Q: 3 clusters Score -148088.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -148095.359375 Penalty: 3687.391602
	Iteration 18Q: 3 clusters Score -148095.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -148098.937500 Penalty: 3687.391602
	Iteration 19Q: 3 clusters Score -148098.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -148105.453125 Penalty: 3687.391602
	Iteration 20F: 3 clusters Score -148105.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -148109.203125 Penalty: 3687.391602
	Iteration 21Q: 3 clusters Score -148109.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -148114.671875 Penalty: 3687.391602
	Iteration 22Q: 3 clusters Score -148114.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -148117.031250 Penalty: 3687.391602
	Iteration 23Q: 3 clusters Score -148117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -148120.312500 Penalty: 3687.391602
	Iteration 24Q: 3 clusters Score -148120.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -148122.156250 Penalty: 3687.391602
	Iteration 25Q: 3 clusters Score -148122.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -148123.078125 Penalty: 3687.391602
	Iteration 26Q: 3 clusters Score -148123.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -148123.328125 Penalty: 3687.391602
	Iteration 27Q: 3 clusters Score -148123.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -148123.328125 Penalty: 3687.391602
	Iteration 28F: 3 clusters Score -148123.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (182233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182233 members 
Entering Unmasked Estep 
Score: -20276216.000000 Penalty: 3004.034180
	Iteration 0F: 2 clusters Score -2.027622e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91561 members 
Mstep: Class 2 contains 90672 members 
Entering Unmasked Estep 
Score: -20162298.000000 Penalty: 6008.068359
	Iteration 0F: 3 clusters Score -2.01623e+07 nChanged 87265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98594 members 
Mstep: Class 2 contains 83639 members 
Entering Unmasked Estep 
Score: -20212968.000000 Penalty: 6008.068359
	Iteration 1F: 3 clusters Score -2.021297e+07 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103623 members 
Mstep: Class 2 contains 78610 members 
Entering Unmasked Estep 
Score: -20214784.000000 Penalty: 6008.068359
	Iteration 2Q: 3 clusters Score -2.021478e+07 nChanged 8359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111588 members 
Mstep: Class 2 contains 70645 members 
Entering Unmasked Estep 
Score: -20218166.000000 Penalty: 6008.068359
	Iteration 3Q: 3 clusters Score -2.021817e+07 nChanged 12035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123513 members 
Mstep: Class 2 contains 58720 members 
Entering Unmasked Estep 
Score: -20224972.000000 Penalty: 6008.068359
	Iteration 4F: 3 clusters Score -2.022497e+07 nChanged 16234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139711 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -20237452.000000 Penalty: 6008.068359
	Iteration 5F: 3 clusters Score -2.023745e+07 nChanged 18142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157845 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -20254124.000000 Penalty: 6008.068359
	Iteration 6F: 3 clusters Score -2.025412e+07 nChanged 14305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172146 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -20265980.000000 Penalty: 6008.068359
	Iteration 7F: 3 clusters Score -2.026598e+07 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179043 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -20271126.000000 Penalty: 6008.068359
	Iteration 8Q: 3 clusters Score -2.027113e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181259 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -20272764.000000 Penalty: 6008.068359
	Iteration 9Q: 3 clusters Score -2.027276e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181835 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -20273306.000000 Penalty: 6008.068359
	Iteration 10Q: 3 clusters Score -2.027331e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181951 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -20273430.000000 Penalty: 6008.068359
	Iteration 11Q: 3 clusters Score -2.027343e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181975 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -20273512.000000 Penalty: 6008.068359
	Iteration 12Q: 3 clusters Score -2.027351e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181985 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -20273564.000000 Penalty: 6008.068359
	Iteration 13Q: 3 clusters Score -2.027356e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181993 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -20273568.000000 Penalty: 6008.068359
	Iteration 14Q: 3 clusters Score -2.027357e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181997 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -20273592.000000 Penalty: 6008.068359
	Iteration 15Q: 3 clusters Score -2.027359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181998 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -20273590.000000 Penalty: 6008.068359
	Iteration 16Q: 3 clusters Score -2.027359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181998 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -20273598.000000 Penalty: 6008.068359
	Iteration 17Q: 3 clusters Score -2.02736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181997 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -20273606.000000 Penalty: 6008.068359
	Iteration 18Q: 3 clusters Score -2.027361e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181997 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -20273606.000000 Penalty: 6008.068359
	Iteration 19F: 3 clusters Score -2.027361e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Entering Unmasked Estep 
Score: -1406498.375000 Penalty: 2343.830811
	Iteration 0F: 2 clusters Score -1406498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1397104.125000 Penalty: 4687.661621
	Iteration 0F: 3 clusters Score -1397104 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1399954.250000 Penalty: 4687.661621
	Iteration 1F: 3 clusters Score -1399954 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1400270.625000 Penalty: 4687.661621
	Iteration 2F: 3 clusters Score -1400271 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1400533.000000 Penalty: 4687.661621
	Iteration 3Q: 3 clusters Score -1400533 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1400741.375000 Penalty: 4687.661621
	Iteration 4Q: 3 clusters Score -1400741 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1400924.125000 Penalty: 4687.661621
	Iteration 5Q: 3 clusters Score -1400924 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1401094.000000 Penalty: 4687.661621
	Iteration 6Q: 3 clusters Score -1401094 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1401310.625000 Penalty: 4687.661621
	Iteration 7Q: 3 clusters Score -1401311 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1401571.125000 Penalty: 4687.661621
	Iteration 8Q: 3 clusters Score -1401571 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1401823.500000 Penalty: 4687.661621
	Iteration 9Q: 3 clusters Score -1401824 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1402125.375000 Penalty: 4687.661621
	Iteration 10Q: 3 clusters Score -1402125 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1402484.125000 Penalty: 4687.661621
	Iteration 11Q: 3 clusters Score -1402484 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1402857.625000 Penalty: 4687.661621
	Iteration 12Q: 3 clusters Score -1402858 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1403210.250000 Penalty: 4687.661621
	Iteration 13Q: 3 clusters Score -1403210 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1403537.500000 Penalty: 4687.661621
	Iteration 14Q: 3 clusters Score -1403538 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1403795.750000 Penalty: 4687.661621
	Iteration 15Q: 3 clusters Score -1403796 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1403987.375000 Penalty: 4687.661621
	Iteration 16Q: 3 clusters Score -1403987 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1404132.625000 Penalty: 4687.661621
	Iteration 17Q: 3 clusters Score -1404133 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1404229.500000 Penalty: 4687.661621
	Iteration 18Q: 3 clusters Score -1404230 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1404302.500000 Penalty: 4687.661621
	Iteration 19Q: 3 clusters Score -1404302 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1404357.875000 Penalty: 4687.661621
	Iteration 20F: 3 clusters Score -1404358 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1404395.875000 Penalty: 4687.661621
	Iteration 21Q: 3 clusters Score -1404396 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1404428.750000 Penalty: 4687.661621
	Iteration 22Q: 3 clusters Score -1404429 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1404435.000000 Penalty: 4687.661621
	Iteration 23Q: 3 clusters Score -1404435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1404450.375000 Penalty: 4687.661621
	Iteration 24Q: 3 clusters Score -1404450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1404476.000000 Penalty: 4687.661621
	Iteration 25Q: 3 clusters Score -1404476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1404484.500000 Penalty: 4687.661621
	Iteration 26Q: 3 clusters Score -1404484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1404497.875000 Penalty: 4687.661621
	Iteration 27Q: 3 clusters Score -1404498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1404508.625000 Penalty: 4687.661621
	Iteration 28Q: 3 clusters Score -1404509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1404513.500000 Penalty: 4687.661621
	Iteration 29Q: 3 clusters Score -1404514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1404513.500000 Penalty: 4687.661621
	Iteration 30F: 3 clusters Score -1404514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (60108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60108 members 
Entering Unmasked Estep 
Score: -6291697.000000 Penalty: 2728.966797
	Iteration 0F: 2 clusters Score -6291697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -6251354.500000 Penalty: 5457.933594
	Iteration 0F: 3 clusters Score -6251354 nChanged 27729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -6267379.000000 Penalty: 5457.933594
	Iteration 1F: 3 clusters Score -6267379 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 31579 members 
Entering Unmasked Estep 
Score: -6268463.000000 Penalty: 5457.933594
	Iteration 2Q: 3 clusters Score -6268463 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -6269787.500000 Penalty: 5457.933594
	Iteration 3Q: 3 clusters Score -6269788 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -6271576.000000 Penalty: 5457.933594
	Iteration 4F: 3 clusters Score -6271576 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -6274154.000000 Penalty: 5457.933594
	Iteration 5F: 3 clusters Score -6274154 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -6277197.500000 Penalty: 5457.933594
	Iteration 6F: 3 clusters Score -6277198 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 38116 members 
Entering Unmasked Estep 
Score: -6280383.000000 Penalty: 5457.933594
	Iteration 7F: 3 clusters Score -6280383 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 39133 members 
Entering Unmasked Estep 
Score: -6282698.000000 Penalty: 5457.933594
	Iteration 8F: 3 clusters Score -6282698 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -6284202.000000 Penalty: 5457.933594
	Iteration 9Q: 3 clusters Score -6284202 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 40227 members 
Entering Unmasked Estep 
Score: -6285191.500000 Penalty: 5457.933594
	Iteration 10Q: 3 clusters Score -6285192 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 40690 members 
Entering Unmasked Estep 
Score: -6285850.500000 Penalty: 5457.933594
	Iteration 11Q: 3 clusters Score -6285850 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 41182 members 
Entering Unmasked Estep 
Score: -6286359.500000 Penalty: 5457.933594
	Iteration 12Q: 3 clusters Score -6286360 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 41682 members 
Entering Unmasked Estep 
Score: -6286849.000000 Penalty: 5457.933594
	Iteration 13Q: 3 clusters Score -6286849 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 42183 members 
Entering Unmasked Estep 
Score: -6287324.500000 Penalty: 5457.933594
	Iteration 14Q: 3 clusters Score -6287324 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 42719 members 
Entering Unmasked Estep 
Score: -6287704.500000 Penalty: 5457.933594
	Iteration 15Q: 3 clusters Score -6287704 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 43256 members 
Entering Unmasked Estep 
Score: -6288019.500000 Penalty: 5457.933594
	Iteration 16Q: 3 clusters Score -6288020 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 43721 members 
Entering Unmasked Estep 
Score: -6288261.500000 Penalty: 5457.933594
	Iteration 17Q: 3 clusters Score -6288262 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 44164 members 
Entering Unmasked Estep 
Score: -6288438.000000 Penalty: 5457.933594
	Iteration 18Q: 3 clusters Score -6288438 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 44598 members 
Entering Unmasked Estep 
Score: -6288602.000000 Penalty: 5457.933594
	Iteration 19Q: 3 clusters Score -6288602 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -6288736.500000 Penalty: 5457.933594
	Iteration 20F: 3 clusters Score -6288736 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 45406 members 
Entering Unmasked Estep 
Score: -6288857.000000 Penalty: 5457.933594
	Iteration 21Q: 3 clusters Score -6288857 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 45782 members 
Entering Unmasked Estep 
Score: -6288951.000000 Penalty: 5457.933594
	Iteration 22Q: 3 clusters Score -6288951 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 46145 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 46475 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 46808 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 47160 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 47493 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6289374 nChanged 314
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Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 47807 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 48091 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 48368 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 48625 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 48865 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 49101 members 
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Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 49320 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 49516 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 49684 members 
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Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 49854 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 49994 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 50123 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6289893 nChanged 125
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Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 50248 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 50386 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 50493 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 50597 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 50715 members 
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Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 50827 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 50939 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 51051 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 51140 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 51222 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 51303 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8730 members 
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Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 51463 members 
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Mstep: Class 2 contains 51536 members 
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Mstep: Class 1 contains 8433 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 51911 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 51970 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6290124 nChanged 59
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Mstep: Class 1 contains 8079 members 
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Mstep: Class 1 contains 8017 members 
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Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 52149 members 
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Mstep: Class 1 contains 7902 members 
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Mstep: Class 1 contains 7854 members 
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Mstep: Class 1 contains 7761 members 
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Mstep: Class 1 contains 7631 members 
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Mstep: Class 1 contains 7478 members 
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Mstep: Class 1 contains 7469 members 
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Mstep: Class 1 contains 7389 members 
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Mstep: Class 1 contains 7370 members 
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	Iteration 93Q: 3 clusters Score -6290220 nChanged 15
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	Iteration 95Q: 3 clusters Score -6290237 nChanged 7
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	Iteration 98Q: 3 clusters Score -6290224 nChanged 11
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	Iteration 102Q: 3 clusters Score -6290222 nChanged 5
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	Iteration 103Q: 3 clusters Score -6290223 nChanged 9
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	Iteration 104Q: 3 clusters Score -6290209 nChanged 5
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	Iteration 105Q: 3 clusters Score -6290218 nChanged 6
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	Iteration 106Q: 3 clusters Score -6290233 nChanged 5
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	Iteration 107Q: 3 clusters Score -6290228 nChanged 9
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	Iteration 108Q: 3 clusters Score -6290230 nChanged 8
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	Iteration 111Q: 3 clusters Score -6290225 nChanged 6
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	Iteration 112Q: 3 clusters Score -6290236 nChanged 5
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	Iteration 113Q: 3 clusters Score -6290234 nChanged 4
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	Iteration 114Q: 3 clusters Score -6290236 nChanged 7
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Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 53003 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6290238 nChanged 8
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Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 53009 members 
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Mstep: Class 1 contains 7087 members 
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Mstep: Class 2 contains 53032 members 
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	Iteration 119Q: 3 clusters Score -6290218 nChanged 8
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Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 53040 members 
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	Iteration 120F: 3 clusters Score -6290238 nChanged 7
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Mstep: Class 2 contains 53047 members 
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	Iteration 122Q: 3 clusters Score -6290227 nChanged 5
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	Iteration 123Q: 3 clusters Score -6290228 nChanged 9
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	Iteration 124Q: 3 clusters Score -6290228 nChanged 7
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	Iteration 125Q: 3 clusters Score -6290225 nChanged 8
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Mstep: Class 2 contains 53083 members 
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	Iteration 126Q: 3 clusters Score -6290236 nChanged 8
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	Iteration 127Q: 3 clusters Score -6290243 nChanged 8
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	Iteration 128Q: 3 clusters Score -6290236 nChanged 10
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	Iteration 129Q: 3 clusters Score -6290222 nChanged 9
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	Iteration 130Q: 3 clusters Score -6290240 nChanged 7
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	Iteration 131Q: 3 clusters Score -6290232 nChanged 9
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -6290245 nChanged 18
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	Iteration 135Q: 3 clusters Score -6290242 nChanged 19
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	Iteration 138Q: 3 clusters Score -6290238 nChanged 27
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	Iteration 139Q: 3 clusters Score -6290244 nChanged 38
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	Iteration 140F: 3 clusters Score -6290244 nChanged 40
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	Iteration 160F: 3 clusters Score -6290309 nChanged 25
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	Iteration 163Q: 3 clusters Score -6290308 nChanged 13
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	Iteration 177Q: 3 clusters Score -6290333 nChanged 10
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	Iteration 180F: 3 clusters Score -6290342 nChanged 14
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	Iteration 182Q: 3 clusters Score -6290337 nChanged 20
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	Iteration 185Q: 3 clusters Score -6290346 nChanged 12
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	Iteration 186Q: 3 clusters Score -6290356 nChanged 12
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	Iteration 187Q: 3 clusters Score -6290348 nChanged 10
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	Iteration 190Q: 3 clusters Score -6290354 nChanged 10
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	Iteration 191Q: 3 clusters Score -6290366 nChanged 15
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	Iteration 193Q: 3 clusters Score -6290360 nChanged 23
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	Iteration 194Q: 3 clusters Score -6290354 nChanged 10
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	Iteration 195Q: 3 clusters Score -6290370 nChanged 10
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	Iteration 196Q: 3 clusters Score -6290372 nChanged 14
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	Iteration 197Q: 3 clusters Score -6290348 nChanged 15
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	Iteration 198Q: 3 clusters Score -6290356 nChanged 14
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	Iteration 199Q: 3 clusters Score -6290360 nChanged 14
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	Iteration 200F: 3 clusters Score -6290374 nChanged 14
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	Iteration 203Q: 3 clusters Score -6290365 nChanged 6
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	Iteration 204Q: 3 clusters Score -6290353 nChanged 10
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Mstep: Class 2 contains 54510 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 54520 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -6290362 nChanged 10
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Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 54530 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -6290358 nChanged 13
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Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 54543 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -6290360 nChanged 13
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Mstep: Class 1 contains 5552 members 
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -6290366 nChanged 16
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Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 54572 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -6290374 nChanged 20
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Mstep: Class 1 contains 5516 members 
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Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -6290358 nChanged 17
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Mstep: Class 1 contains 5505 members 
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Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -6290376 nChanged 17
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Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 54618 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -6290366 nChanged 17
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Mstep: Class 1 contains 5475 members 
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Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -6290368 nChanged 18
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Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -6290372 nChanged 22
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Mstep: Class 1 contains 5445 members 
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Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -6290374 nChanged 25
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Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -6290372 nChanged 20
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Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -6290377 nChanged 16
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Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -6290372 nChanged 17
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Mstep: Class 2 contains 54737 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -6290388 nChanged 17
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Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 54754 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -6290382 nChanged 19
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Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -6290394 nChanged 12
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Mstep: Class 1 contains 5323 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -6290398 nChanged 14
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Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -6290412 nChanged 12
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Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -6290404 nChanged 12
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Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -6290404 nChanged 11
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Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -6290406 nChanged 15
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Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -6290410 nChanged 11
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Mstep: Class 1 contains 5237 members 
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Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -6290422 nChanged 18
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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 240F: 3 clusters Score -6290448 nChanged 10
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	Iteration 246Q: 3 clusters Score -6290440 nChanged 16
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Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -6290435 nChanged 16
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Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -6290462 nChanged 19
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	Iteration 254Q: 3 clusters Score -6290476 nChanged 14
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	Iteration 255Q: 3 clusters Score -6290484 nChanged 18
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	Iteration 256Q: 3 clusters Score -6290478 nChanged 21
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	Iteration 257Q: 3 clusters Score -6290468 nChanged 20
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	Iteration 259Q: 3 clusters Score -6290492 nChanged 30
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	Iteration 260F: 3 clusters Score -6290486 nChanged 26
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	Iteration 261Q: 3 clusters Score -6290494 nChanged 23
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	Iteration 263Q: 3 clusters Score -6290514 nChanged 39
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	Iteration 264Q: 3 clusters Score -6290514 nChanged 55
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	Iteration 265Q: 3 clusters Score -6290519 nChanged 48
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	Iteration 268Q: 3 clusters Score -6290559 nChanged 65
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	Iteration 269Q: 3 clusters Score -6290573 nChanged 47
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	Iteration 273Q: 3 clusters Score -6290590 nChanged 50
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	Iteration 274Q: 3 clusters Score -6290613 nChanged 58
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	Iteration 277Q: 3 clusters Score -6290666 nChanged 65
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	Iteration 278Q: 3 clusters Score -6290695 nChanged 52
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	Iteration 279Q: 3 clusters Score -6290731 nChanged 58
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	Iteration 280F: 3 clusters Score -6290729 nChanged 47
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	Iteration 281Q: 3 clusters Score -6290725 nChanged 33
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	Iteration 282Q: 3 clusters Score -6290748 nChanged 27
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	Iteration 286Q: 3 clusters Score -6290766 nChanged 12
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	Iteration 287Q: 3 clusters Score -6290764 nChanged 11
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	Iteration 290Q: 3 clusters Score -6290740 nChanged 9
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	Iteration 291Q: 3 clusters Score -6290730 nChanged 3
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	Iteration 293Q: 3 clusters Score -6290737 nChanged 5
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	Iteration 294Q: 3 clusters Score -6290723 nChanged 6
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	Iteration 295Q: 3 clusters Score -6290748 nChanged 8
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	Iteration 296Q: 3 clusters Score -6290744 nChanged 7
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Score: -6290751.500000 Penalty: 5457.933594
	Iteration 297Q: 3 clusters Score -6290752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 56571 members 
Entering Unmasked Estep 
Score: -6290739.000000 Penalty: 5457.933594
	Iteration 298Q: 3 clusters Score -6290739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 56581 members 
Entering Unmasked Estep 
Score: -6290753.000000 Penalty: 5457.933594
	Iteration 299Q: 3 clusters Score -6290753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 56591 members 
Entering Unmasked Estep 
Score: -6290729.000000 Penalty: 5457.933594
	Iteration 300F: 3 clusters Score -6290729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 56601 members 
Entering Unmasked Estep 
Score: -6290738.000000 Penalty: 5457.933594
	Iteration 301Q: 3 clusters Score -6290738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 56616 members 
Entering Unmasked Estep 
Score: -6290736.500000 Penalty: 5457.933594
	Iteration 302Q: 3 clusters Score -6290736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 56626 members 
Entering Unmasked Estep 
Score: -6290746.000000 Penalty: 5457.933594
	Iteration 303Q: 3 clusters Score -6290746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 56640 members 
Entering Unmasked Estep 
Score: -6290772.500000 Penalty: 5457.933594
	Iteration 304Q: 3 clusters Score -6290772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 56653 members 
Entering Unmasked Estep 
Score: -6290764.000000 Penalty: 5457.933594
	Iteration 305Q: 3 clusters Score -6290764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 56663 members 
Entering Unmasked Estep 
Score: -6290756.500000 Penalty: 5457.933594
	Iteration 306Q: 3 clusters Score -6290756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 56673 members 
Entering Unmasked Estep 
Score: -6290765.000000 Penalty: 5457.933594
	Iteration 307Q: 3 clusters Score -6290765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 56684 members 
Entering Unmasked Estep 
Score: -6290773.500000 Penalty: 5457.933594
	Iteration 308Q: 3 clusters Score -6290774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 56693 members 
Entering Unmasked Estep 
Score: -6290758.000000 Penalty: 5457.933594
	Iteration 309Q: 3 clusters Score -6290758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 56698 members 
Entering Unmasked Estep 
Score: -6290760.500000 Penalty: 5457.933594
	Iteration 310Q: 3 clusters Score -6290760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 56705 members 
Entering Unmasked Estep 
Score: -6290767.000000 Penalty: 5457.933594
	Iteration 311Q: 3 clusters Score -6290767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 56711 members 
Entering Unmasked Estep 
Score: -6290760.500000 Penalty: 5457.933594
	Iteration 312Q: 3 clusters Score -6290760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 56718 members 
Entering Unmasked Estep 
Score: -6290767.000000 Penalty: 5457.933594
	Iteration 313Q: 3 clusters Score -6290767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 56725 members 
Entering Unmasked Estep 
Score: -6290769.500000 Penalty: 5457.933594
	Iteration 314Q: 3 clusters Score -6290770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 56733 members 
Entering Unmasked Estep 
Score: -6290760.000000 Penalty: 5457.933594
	Iteration 315Q: 3 clusters Score -6290760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 56737 members 
Entering Unmasked Estep 
Score: -6290763.500000 Penalty: 5457.933594
	Iteration 316Q: 3 clusters Score -6290764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 56746 members 
Entering Unmasked Estep 
Score: -6290767.500000 Penalty: 5457.933594
	Iteration 317Q: 3 clusters Score -6290768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 56757 members 
Entering Unmasked Estep 
Score: -6290770.500000 Penalty: 5457.933594
	Iteration 318Q: 3 clusters Score -6290770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 56768 members 
Entering Unmasked Estep 
Score: -6290774.500000 Penalty: 5457.933594
	Iteration 319Q: 3 clusters Score -6290774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 56772 members 
Entering Unmasked Estep 
Score: -6290775.000000 Penalty: 5457.933594
	Iteration 320F: 3 clusters Score -6290775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 56778 members 
Entering Unmasked Estep 
Score: -6290776.000000 Penalty: 5457.933594
	Iteration 321Q: 3 clusters Score -6290776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 56784 members 
Entering Unmasked Estep 
Score: -6290788.000000 Penalty: 5457.933594
	Iteration 322Q: 3 clusters Score -6290788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 56789 members 
Entering Unmasked Estep 
Score: -6290787.500000 Penalty: 5457.933594
	Iteration 323Q: 3 clusters Score -6290788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 56792 members 
Entering Unmasked Estep 
Score: -6290792.000000 Penalty: 5457.933594
	Iteration 324Q: 3 clusters Score -6290792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 56796 members 
Entering Unmasked Estep 
Score: -6290791.500000 Penalty: 5457.933594
	Iteration 325Q: 3 clusters Score -6290792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 56800 members 
Entering Unmasked Estep 
Score: -6290798.000000 Penalty: 5457.933594
	Iteration 326Q: 3 clusters Score -6290798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 56805 members 
Entering Unmasked Estep 
Score: -6290799.000000 Penalty: 5457.933594
	Iteration 327Q: 3 clusters Score -6290799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 56812 members 
Entering Unmasked Estep 
Score: -6290797.000000 Penalty: 5457.933594
	Iteration 328Q: 3 clusters Score -6290797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 56818 members 
Entering Unmasked Estep 
Score: -6290790.000000 Penalty: 5457.933594
	Iteration 329Q: 3 clusters Score -6290790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 56823 members 
Entering Unmasked Estep 
Score: -6290793.500000 Penalty: 5457.933594
	Iteration 330Q: 3 clusters Score -6290794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 56830 members 
Entering Unmasked Estep 
Score: -6290784.000000 Penalty: 5457.933594
	Iteration 331Q: 3 clusters Score -6290784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 56832 members 
Entering Unmasked Estep 
Score: -6290778.500000 Penalty: 5457.933594
	Iteration 332Q: 3 clusters Score -6290778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 56832 members 
Entering Unmasked Estep 
Score: -6290780.000000 Penalty: 5457.933594
	Iteration 333Q: 3 clusters Score -6290780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 56833 members 
Entering Unmasked Estep 
Score: -6290784.500000 Penalty: 5457.933594
	Iteration 334Q: 3 clusters Score -6290784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 56834 members 
Entering Unmasked Estep 
Score: -6290781.000000 Penalty: 5457.933594
	Iteration 335Q: 3 clusters Score -6290781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 56835 members 
Entering Unmasked Estep 
Score: -6290772.500000 Penalty: 5457.933594
	Iteration 336Q: 3 clusters Score -6290772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 56836 members 
Entering Unmasked Estep 
Score: -6290771.500000 Penalty: 5457.933594
	Iteration 337Q: 3 clusters Score -6290772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 56837 members 
Entering Unmasked Estep 
Score: -6290776.500000 Penalty: 5457.933594
	Iteration 338Q: 3 clusters Score -6290776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 56838 members 
Entering Unmasked Estep 
Score: -6290783.500000 Penalty: 5457.933594
	Iteration 339Q: 3 clusters Score -6290784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 56839 members 
Entering Unmasked Estep 
Score: -6290789.500000 Penalty: 5457.933594
	Iteration 340F: 3 clusters Score -6290790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Entering Unmasked Estep 
Score: -292702.468750 Penalty: 1954.814087
	Iteration 0F: 2 clusters Score -292702.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -289671.500000 Penalty: 3909.628174
	Iteration 0F: 3 clusters Score -289671.5 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -290256.781250 Penalty: 3909.628174
	Iteration 1F: 3 clusters Score -290256.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -290384.343750 Penalty: 3909.628174
	Iteration 2F: 3 clusters Score -290384.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -290461.875000 Penalty: 3909.628174
	Iteration 3Q: 3 clusters Score -290461.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -290519.656250 Penalty: 3909.628174
	Iteration 4Q: 3 clusters Score -290519.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -290551.437500 Penalty: 3909.628174
	Iteration 5Q: 3 clusters Score -290551.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -290568.843750 Penalty: 3909.628174
	Iteration 6Q: 3 clusters Score -290568.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -290585.343750 Penalty: 3909.628174
	Iteration 7Q: 3 clusters Score -290585.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -290599.312500 Penalty: 3909.628174
	Iteration 8Q: 3 clusters Score -290599.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -290609.156250 Penalty: 3909.628174
	Iteration 9Q: 3 clusters Score -290609.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -290611.375000 Penalty: 3909.628174
	Iteration 10Q: 3 clusters Score -290611.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -290611.875000 Penalty: 3909.628174
	Iteration 11Q: 3 clusters Score -290611.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -290611.531250 Penalty: 3909.628174
	Iteration 12Q: 3 clusters Score -290611.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -290611.531250 Penalty: 3909.628174
	Iteration 13F: 3 clusters Score -290611.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Entering Unmasked Estep 
Score: -623048.500000 Penalty: 2148.815430
	Iteration 0F: 2 clusters Score -623048.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -618068.375000 Penalty: 4297.630859
	Iteration 0F: 3 clusters Score -618068.4 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -619370.875000 Penalty: 4297.630859
	Iteration 1F: 3 clusters Score -619370.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -619669.875000 Penalty: 4297.630859
	Iteration 2F: 3 clusters Score -619669.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -619954.125000 Penalty: 4297.630859
	Iteration 3F: 3 clusters Score -619954.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -620248.125000 Penalty: 4297.630859
	Iteration 4F: 3 clusters Score -620248.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -620578.000000 Penalty: 4297.630859
	Iteration 5F: 3 clusters Score -620578 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -620955.312500 Penalty: 4297.630859
	Iteration 6F: 3 clusters Score -620955.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -621418.375000 Penalty: 4297.630859
	Iteration 7F: 3 clusters Score -621418.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -622111.187500 Penalty: 4297.630859
	Iteration 8F: 3 clusters Score -622111.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -622704.125000 Penalty: 4297.630859
	Iteration 9F: 3 clusters Score -622704.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -622883.187500 Penalty: 4297.630859
	Iteration 10Q: 3 clusters Score -622883.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -623005.812500 Penalty: 4297.630859
	Iteration 11Q: 3 clusters Score -623005.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -623106.437500 Penalty: 4297.630859
	Iteration 12Q: 3 clusters Score -623106.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -623171.937500 Penalty: 4297.630859
	Iteration 13Q: 3 clusters Score -623171.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -623215.625000 Penalty: 4297.630859
	Iteration 14Q: 3 clusters Score -623215.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -623232.437500 Penalty: 4297.630859
	Iteration 15Q: 3 clusters Score -623232.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -623238.750000 Penalty: 4297.630859
	Iteration 16Q: 3 clusters Score -623238.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -623248.125000 Penalty: 4297.630859
	Iteration 17Q: 3 clusters Score -623248.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -623260.562500 Penalty: 4297.630859
	Iteration 18Q: 3 clusters Score -623260.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -623266.000000 Penalty: 4297.630859
	Iteration 19Q: 3 clusters Score -623266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -623269.187500 Penalty: 4297.630859
	Iteration 20F: 3 clusters Score -623269.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -623273.500000 Penalty: 4297.630859
	Iteration 21Q: 3 clusters Score -623273.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -623278.437500 Penalty: 4297.630859
	Iteration 22Q: 3 clusters Score -623278.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -623281.375000 Penalty: 4297.630859
	Iteration 23Q: 3 clusters Score -623281.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -623281.750000 Penalty: 4297.630859
	Iteration 24Q: 3 clusters Score -623281.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -623282.437500 Penalty: 4297.630859
	Iteration 25Q: 3 clusters Score -623282.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -623283.562500 Penalty: 4297.630859
	Iteration 26Q: 3 clusters Score -623283.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -623285.187500 Penalty: 4297.630859
	Iteration 27Q: 3 clusters Score -623285.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -623283.875000 Penalty: 4297.630859
	Iteration 28Q: 3 clusters Score -623283.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -623284.750000 Penalty: 4297.630859
	Iteration 29Q: 3 clusters Score -623284.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -623284.750000 Penalty: 4297.630859
	Iteration 30F: 3 clusters Score -623284.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156939 members 
Mstep: Class 2 contains 2991 members 
Mstep: Class 3 contains 11862 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24800 members 
Mstep: Class 6 contains 72595 members 
Mstep: Class 7 contains 12312 members 
Mstep: Class 8 contains 1693 members 
Mstep: Class 9 contains 182233 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60108 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 3643 members 
Mstep: Class 14 contains 43664 members 
Mstep: Class 15 contains 12204 members 
Mstep: Class 16 contains 7538 members 
Mstep: Class 17 contains 25156 members 
Mstep: Class 18 contains 104215 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 38318 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9023 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14283 members 
Mstep: Class 29 contains 22763 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13480 members 
Mstep: Class 32 contains 8059 members 
Mstep: Class 33 contains 67935 members 
Mstep: Class 34 contains 26185 members 
Mstep: Class 35 contains 15211 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18935 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14171 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18810 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33321 members 
Mstep: Class 52 contains 7787 members 
Mstep: Class 53 contains 2151 members 
Entering Unmasked Estep 
Score: -115181056.000000 Penalty: 182896.359375
Splitting cluster 13 changes total score from -115182256.000000 to -115181056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (43664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43664 members 
Entering Unmasked Estep 
Score: -4484681.000000 Penalty: 2649.701416
	Iteration 0F: 2 clusters Score -4484681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -4455221.500000 Penalty: 5299.402832
	Iteration 0F: 3 clusters Score -4455222 nChanged 19942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -4466351.000000 Penalty: 5299.402832
	Iteration 1F: 3 clusters Score -4466351 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -4467139.000000 Penalty: 5299.402832
	Iteration 2Q: 3 clusters Score -4467139 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -4467914.500000 Penalty: 5299.402832
	Iteration 3Q: 3 clusters Score -4467914 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -4468626.500000 Penalty: 5299.402832
	Iteration 4Q: 3 clusters Score -4468626 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -4469277.000000 Penalty: 5299.402832
	Iteration 5Q: 3 clusters Score -4469277 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -4469998.500000 Penalty: 5299.402832
	Iteration 6Q: 3 clusters Score -4469998 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -4470802.500000 Penalty: 5299.402832
	Iteration 7Q: 3 clusters Score -4470802 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -4471704.000000 Penalty: 5299.402832
	Iteration 8Q: 3 clusters Score -4471704 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -4472908.000000 Penalty: 5299.402832
	Iteration 9Q: 3 clusters Score -4472908 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -4474431.500000 Penalty: 5299.402832
	Iteration 10F: 3 clusters Score -4474432 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -4476113.000000 Penalty: 5299.402832
	Iteration 11F: 3 clusters Score -4476113 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -4477667.500000 Penalty: 5299.402832
	Iteration 12Q: 3 clusters Score -4477668 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -4478900.500000 Penalty: 5299.402832
	Iteration 13Q: 3 clusters Score -4478900 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -4479737.500000 Penalty: 5299.402832
	Iteration 14Q: 3 clusters Score -4479738 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27524 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -4480303.500000 Penalty: 5299.402832
	Iteration 15Q: 3 clusters Score -4480304 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -4480625.500000 Penalty: 5299.402832
	Iteration 16Q: 3 clusters Score -4480626 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -4480855.500000 Penalty: 5299.402832
	Iteration 17Q: 3 clusters Score -4480856 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -4480992.000000 Penalty: 5299.402832
	Iteration 18Q: 3 clusters Score -4480992 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -4481105.000000 Penalty: 5299.402832
	Iteration 19Q: 3 clusters Score -4481105 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -4481197.500000 Penalty: 5299.402832
	Iteration 20F: 3 clusters Score -4481198 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -4481265.500000 Penalty: 5299.402832
	Iteration 21Q: 3 clusters Score -4481266 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -4481307.000000 Penalty: 5299.402832
	Iteration 22Q: 3 clusters Score -4481307 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -4481336.000000 Penalty: 5299.402832
	Iteration 23Q: 3 clusters Score -4481336 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -4481347.000000 Penalty: 5299.402832
	Iteration 24Q: 3 clusters Score -4481347 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -4481357.500000 Penalty: 5299.402832
	Iteration 25Q: 3 clusters Score -4481358 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -4481371.000000 Penalty: 5299.402832
	Iteration 26Q: 3 clusters Score -4481371 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -4481387.500000 Penalty: 5299.402832
	Iteration 27Q: 3 clusters Score -4481388 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -4481381.000000 Penalty: 5299.402832
	Iteration 28Q: 3 clusters Score -4481381 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -4481401.000000 Penalty: 5299.402832
	Iteration 29Q: 3 clusters Score -4481401 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -4481396.500000 Penalty: 5299.402832
	Iteration 30Q: 3 clusters Score -4481396 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -4481392.500000 Penalty: 5299.402832
	Iteration 31Q: 3 clusters Score -4481392 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -4481393.000000 Penalty: 5299.402832
	Iteration 32Q: 3 clusters Score -4481393 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -4481391.500000 Penalty: 5299.402832
	Iteration 33Q: 3 clusters Score -4481392 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -4481393.500000 Penalty: 5299.402832
	Iteration 34Q: 3 clusters Score -4481394 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -4481395.000000 Penalty: 5299.402832
	Iteration 35Q: 3 clusters Score -4481395 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -4481396.000000 Penalty: 5299.402832
	Iteration 36Q: 3 clusters Score -4481396 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -4481390.000000 Penalty: 5299.402832
	Iteration 37Q: 3 clusters Score -4481390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -4481399.000000 Penalty: 5299.402832
	Iteration 38Q: 3 clusters Score -4481399 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -4481401.500000 Penalty: 5299.402832
	Iteration 39Q: 3 clusters Score -4481402 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -4481403.000000 Penalty: 5299.402832
	Iteration 40F: 3 clusters Score -4481403 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -4481403.000000 Penalty: 5299.402832
	Iteration 41Q: 3 clusters Score -4481403 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -4481405.000000 Penalty: 5299.402832
	Iteration 42Q: 3 clusters Score -4481405 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -4481403.000000 Penalty: 5299.402832
	Iteration 43Q: 3 clusters Score -4481403 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -4481395.500000 Penalty: 5299.402832
	Iteration 44Q: 3 clusters Score -4481396 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -4481397.500000 Penalty: 5299.402832
	Iteration 45Q: 3 clusters Score -4481398 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -4481405.500000 Penalty: 5299.402832
	Iteration 46Q: 3 clusters Score -4481406 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -4481397.000000 Penalty: 5299.402832
	Iteration 47Q: 3 clusters Score -4481397 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -4481414.000000 Penalty: 5299.402832
	Iteration 48Q: 3 clusters Score -4481414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -4481402.000000 Penalty: 5299.402832
	Iteration 49Q: 3 clusters Score -4481402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -4481405.000000 Penalty: 5299.402832
	Iteration 50Q: 3 clusters Score -4481405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -4481413.000000 Penalty: 5299.402832
	Iteration 51Q: 3 clusters Score -4481413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -4481413.000000 Penalty: 5299.402832
	Iteration 52Q: 3 clusters Score -4481413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -4481411.500000 Penalty: 5299.402832
	Iteration 53Q: 3 clusters Score -4481412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -4481419.000000 Penalty: 5299.402832
	Iteration 54Q: 3 clusters Score -4481419 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -4481410.500000 Penalty: 5299.402832
	Iteration 55Q: 3 clusters Score -4481410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -4481406.500000 Penalty: 5299.402832
	Iteration 56Q: 3 clusters Score -4481406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -4481401.500000 Penalty: 5299.402832
	Iteration 57Q: 3 clusters Score -4481402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -4481404.000000 Penalty: 5299.402832
	Iteration 58Q: 3 clusters Score -4481404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -4481403.000000 Penalty: 5299.402832
	Iteration 59Q: 3 clusters Score -4481403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -4481400.500000 Penalty: 5299.402832
	Iteration 60F: 3 clusters Score -4481400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -4481404.500000 Penalty: 5299.402832
	Iteration 61Q: 3 clusters Score -4481404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -4481407.500000 Penalty: 5299.402832
	Iteration 62Q: 3 clusters Score -4481408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28637 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -4481410.000000 Penalty: 5299.402832
	Iteration 63Q: 3 clusters Score -4481410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -4481408.500000 Penalty: 5299.402832
	Iteration 64Q: 3 clusters Score -4481408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -4481411.000000 Penalty: 5299.402832
	Iteration 65Q: 3 clusters Score -4481411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -4481408.500000 Penalty: 5299.402832
	Iteration 66Q: 3 clusters Score -4481408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -4481410.500000 Penalty: 5299.402832
	Iteration 67Q: 3 clusters Score -4481410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -4481410.500000 Penalty: 5299.402832
	Iteration 68F: 3 clusters Score -4481410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Entering Unmasked Estep 
Score: -1344238.500000 Penalty: 2333.560791
	Iteration 0F: 2 clusters Score -1344238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1335205.375000 Penalty: 4667.121582
	Iteration 0F: 3 clusters Score -1335205 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1338078.750000 Penalty: 4667.121582
	Iteration 1F: 3 clusters Score -1338079 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1338519.250000 Penalty: 4667.121582
	Iteration 2F: 3 clusters Score -1338519 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1338987.250000 Penalty: 4667.121582
	Iteration 3F: 3 clusters Score -1338987 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1339464.250000 Penalty: 4667.121582
	Iteration 4F: 3 clusters Score -1339464 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1339943.000000 Penalty: 4667.121582
	Iteration 5F: 3 clusters Score -1339943 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1340368.375000 Penalty: 4667.121582
	Iteration 6F: 3 clusters Score -1340368 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1340759.500000 Penalty: 4667.121582
	Iteration 7F: 3 clusters Score -1340760 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1341067.250000 Penalty: 4667.121582
	Iteration 8Q: 3 clusters Score -1341067 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1341287.000000 Penalty: 4667.121582
	Iteration 9Q: 3 clusters Score -1341287 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1341456.000000 Penalty: 4667.121582
	Iteration 10Q: 3 clusters Score -1341456 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1341579.500000 Penalty: 4667.121582
	Iteration 11Q: 3 clusters Score -1341580 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1341670.250000 Penalty: 4667.121582
	Iteration 12Q: 3 clusters Score -1341670 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1341734.500000 Penalty: 4667.121582
	Iteration 13Q: 3 clusters Score -1341734 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1341790.875000 Penalty: 4667.121582
	Iteration 14Q: 3 clusters Score -1341791 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1341829.875000 Penalty: 4667.121582
	Iteration 15Q: 3 clusters Score -1341830 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1341854.875000 Penalty: 4667.121582
	Iteration 16Q: 3 clusters Score -1341855 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1341879.250000 Penalty: 4667.121582
	Iteration 17Q: 3 clusters Score -1341879 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1341899.750000 Penalty: 4667.121582
	Iteration 18Q: 3 clusters Score -1341900 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1341920.875000 Penalty: 4667.121582
	Iteration 19Q: 3 clusters Score -1341921 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1341937.500000 Penalty: 4667.121582
	Iteration 20F: 3 clusters Score -1341938 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1341956.500000 Penalty: 4667.121582
	Iteration 21Q: 3 clusters Score -1341956 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1341972.125000 Penalty: 4667.121582
	Iteration 22Q: 3 clusters Score -1341972 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1341994.750000 Penalty: 4667.121582
	Iteration 23Q: 3 clusters Score -1341995 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1342015.250000 Penalty: 4667.121582
	Iteration 24Q: 3 clusters Score -1342015 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1342031.500000 Penalty: 4667.121582
	Iteration 25Q: 3 clusters Score -1342032 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1342048.875000 Penalty: 4667.121582
	Iteration 26Q: 3 clusters Score -1342049 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1342068.000000 Penalty: 4667.121582
	Iteration 27Q: 3 clusters Score -1342068 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1342097.250000 Penalty: 4667.121582
	Iteration 28Q: 3 clusters Score -1342097 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1342129.750000 Penalty: 4667.121582
	Iteration 29Q: 3 clusters Score -1342130 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1342155.625000 Penalty: 4667.121582
	Iteration 30Q: 3 clusters Score -1342156 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1342176.500000 Penalty: 4667.121582
	Iteration 31Q: 3 clusters Score -1342176 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1342194.750000 Penalty: 4667.121582
	Iteration 32Q: 3 clusters Score -1342195 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1342208.250000 Penalty: 4667.121582
	Iteration 33Q: 3 clusters Score -1342208 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1342222.750000 Penalty: 4667.121582
	Iteration 34Q: 3 clusters Score -1342223 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1342235.875000 Penalty: 4667.121582
	Iteration 35Q: 3 clusters Score -1342236 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1342252.750000 Penalty: 4667.121582
	Iteration 36Q: 3 clusters Score -1342253 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1342268.250000 Penalty: 4667.121582
	Iteration 37Q: 3 clusters Score -1342268 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1342285.250000 Penalty: 4667.121582
	Iteration 38Q: 3 clusters Score -1342285 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1342299.875000 Penalty: 4667.121582
	Iteration 39Q: 3 clusters Score -1342300 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1342305.750000 Penalty: 4667.121582
	Iteration 40F: 3 clusters Score -1342306 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1342316.000000 Penalty: 4667.121582
	Iteration 41Q: 3 clusters Score -1342316 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1342324.125000 Penalty: 4667.121582
	Iteration 42Q: 3 clusters Score -1342324 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1342329.625000 Penalty: 4667.121582
	Iteration 43Q: 3 clusters Score -1342330 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1342337.875000 Penalty: 4667.121582
	Iteration 44Q: 3 clusters Score -1342338 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1342344.750000 Penalty: 4667.121582
	Iteration 45Q: 3 clusters Score -1342345 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1342346.375000 Penalty: 4667.121582
	Iteration 46Q: 3 clusters Score -1342346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1342352.250000 Penalty: 4667.121582
	Iteration 47Q: 3 clusters Score -1342352 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1342356.875000 Penalty: 4667.121582
	Iteration 48Q: 3 clusters Score -1342357 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1342360.375000 Penalty: 4667.121582
	Iteration 49Q: 3 clusters Score -1342360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1342365.125000 Penalty: 4667.121582
	Iteration 50Q: 3 clusters Score -1342365 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1342365.875000 Penalty: 4667.121582
	Iteration 51Q: 3 clusters Score -1342366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1342371.125000 Penalty: 4667.121582
	Iteration 52Q: 3 clusters Score -1342371 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1342376.500000 Penalty: 4667.121582
	Iteration 53Q: 3 clusters Score -1342376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1342376.750000 Penalty: 4667.121582
	Iteration 54Q: 3 clusters Score -1342377 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1342382.500000 Penalty: 4667.121582
	Iteration 55Q: 3 clusters Score -1342382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1342384.000000 Penalty: 4667.121582
	Iteration 56Q: 3 clusters Score -1342384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1342383.500000 Penalty: 4667.121582
	Iteration 57Q: 3 clusters Score -1342384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1342385.125000 Penalty: 4667.121582
	Iteration 58Q: 3 clusters Score -1342385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1342387.625000 Penalty: 4667.121582
	Iteration 59Q: 3 clusters Score -1342388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1342391.750000 Penalty: 4667.121582
	Iteration 60F: 3 clusters Score -1342392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1342396.125000 Penalty: 4667.121582
	Iteration 61Q: 3 clusters Score -1342396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1342394.750000 Penalty: 4667.121582
	Iteration 62Q: 3 clusters Score -1342395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1342398.875000 Penalty: 4667.121582
	Iteration 63Q: 3 clusters Score -1342399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1342399.250000 Penalty: 4667.121582
	Iteration 64Q: 3 clusters Score -1342399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1342398.375000 Penalty: 4667.121582
	Iteration 65Q: 3 clusters Score -1342398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1342397.875000 Penalty: 4667.121582
	Iteration 66Q: 3 clusters Score -1342398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1342397.000000 Penalty: 4667.121582
	Iteration 67Q: 3 clusters Score -1342397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1342396.625000 Penalty: 4667.121582
	Iteration 68Q: 3 clusters Score -1342397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1342398.875000 Penalty: 4667.121582
	Iteration 69Q: 3 clusters Score -1342399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1342401.125000 Penalty: 4667.121582
	Iteration 70Q: 3 clusters Score -1342401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1342402.500000 Penalty: 4667.121582
	Iteration 71Q: 3 clusters Score -1342402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1342405.500000 Penalty: 4667.121582
	Iteration 72Q: 3 clusters Score -1342406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1342403.125000 Penalty: 4667.121582
	Iteration 73Q: 3 clusters Score -1342403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1342403.375000 Penalty: 4667.121582
	Iteration 74Q: 3 clusters Score -1342403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1342403.500000 Penalty: 4667.121582
	Iteration 75Q: 3 clusters Score -1342404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1342404.375000 Penalty: 4667.121582
	Iteration 76Q: 3 clusters Score -1342404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1342402.375000 Penalty: 4667.121582
	Iteration 77Q: 3 clusters Score -1342402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1342406.250000 Penalty: 4667.121582
	Iteration 78Q: 3 clusters Score -1342406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1342407.750000 Penalty: 4667.121582
	Iteration 79Q: 3 clusters Score -1342408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1342409.625000 Penalty: 4667.121582
	Iteration 80F: 3 clusters Score -1342410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1342409.125000 Penalty: 4667.121582
	Iteration 81Q: 3 clusters Score -1342409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1342412.125000 Penalty: 4667.121582
	Iteration 82Q: 3 clusters Score -1342412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1342411.375000 Penalty: 4667.121582
	Iteration 83Q: 3 clusters Score -1342411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1342411.750000 Penalty: 4667.121582
	Iteration 84Q: 3 clusters Score -1342412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1342418.125000 Penalty: 4667.121582
	Iteration 85Q: 3 clusters Score -1342418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1342416.125000 Penalty: 4667.121582
	Iteration 86Q: 3 clusters Score -1342416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1342419.625000 Penalty: 4667.121582
	Iteration 87Q: 3 clusters Score -1342420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1342423.125000 Penalty: 4667.121582
	Iteration 88Q: 3 clusters Score -1342423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1342423.125000 Penalty: 4667.121582
	Iteration 89Q: 3 clusters Score -1342423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1342425.625000 Penalty: 4667.121582
	Iteration 90Q: 3 clusters Score -1342426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1342425.125000 Penalty: 4667.121582
	Iteration 91Q: 3 clusters Score -1342425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1342427.875000 Penalty: 4667.121582
	Iteration 92Q: 3 clusters Score -1342428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1342428.500000 Penalty: 4667.121582
	Iteration 93Q: 3 clusters Score -1342428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1342428.000000 Penalty: 4667.121582
	Iteration 94Q: 3 clusters Score -1342428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1342431.125000 Penalty: 4667.121582
	Iteration 95Q: 3 clusters Score -1342431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1342429.500000 Penalty: 4667.121582
	Iteration 96Q: 3 clusters Score -1342430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1342429.375000 Penalty: 4667.121582
	Iteration 97Q: 3 clusters Score -1342429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1342430.625000 Penalty: 4667.121582
	Iteration 98Q: 3 clusters Score -1342431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1342428.875000 Penalty: 4667.121582
	Iteration 99Q: 3 clusters Score -1342429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1342428.875000 Penalty: 4667.121582
	Iteration 100F: 3 clusters Score -1342429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Entering Unmasked Estep 
Score: -825469.687500 Penalty: 2214.072754
	Iteration 0F: 2 clusters Score -825469.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -819274.937500 Penalty: 4428.145508
	Iteration 0F: 3 clusters Score -819274.9 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -820988.375000 Penalty: 4428.145508
	Iteration 1F: 3 clusters Score -820988.4 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -821238.937500 Penalty: 4428.145508
	Iteration 2F: 3 clusters Score -821238.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -821417.750000 Penalty: 4428.145508
	Iteration 3Q: 3 clusters Score -821417.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -821596.437500 Penalty: 4428.145508
	Iteration 4Q: 3 clusters Score -821596.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -821750.375000 Penalty: 4428.145508
	Iteration 5Q: 3 clusters Score -821750.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -821899.937500 Penalty: 4428.145508
	Iteration 6Q: 3 clusters Score -821899.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -822039.937500 Penalty: 4428.145508
	Iteration 7Q: 3 clusters Score -822039.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -822195.125000 Penalty: 4428.145508
	Iteration 8Q: 3 clusters Score -822195.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -822361.812500 Penalty: 4428.145508
	Iteration 9Q: 3 clusters Score -822361.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -822543.312500 Penalty: 4428.145508
	Iteration 10Q: 3 clusters Score -822543.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -822754.750000 Penalty: 4428.145508
	Iteration 11Q: 3 clusters Score -822754.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -822982.062500 Penalty: 4428.145508
	Iteration 12Q: 3 clusters Score -822982.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -823204.187500 Penalty: 4428.145508
	Iteration 13Q: 3 clusters Score -823204.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -823373.937500 Penalty: 4428.145508
	Iteration 14Q: 3 clusters Score -823373.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -823524.687500 Penalty: 4428.145508
	Iteration 15Q: 3 clusters Score -823524.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -823665.812500 Penalty: 4428.145508
	Iteration 16Q: 3 clusters Score -823665.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -823790.500000 Penalty: 4428.145508
	Iteration 17Q: 3 clusters Score -823790.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -823892.000000 Penalty: 4428.145508
	Iteration 18Q: 3 clusters Score -823892 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -823969.000000 Penalty: 4428.145508
	Iteration 19Q: 3 clusters Score -823969 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -824064.625000 Penalty: 4428.145508
	Iteration 20F: 3 clusters Score -824064.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -824187.250000 Penalty: 4428.145508
	Iteration 21Q: 3 clusters Score -824187.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -824335.375000 Penalty: 4428.145508
	Iteration 22Q: 3 clusters Score -824335.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -824508.125000 Penalty: 4428.145508
	Iteration 23Q: 3 clusters Score -824508.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -824652.750000 Penalty: 4428.145508
	Iteration 24Q: 3 clusters Score -824652.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -824732.375000 Penalty: 4428.145508
	Iteration 25Q: 3 clusters Score -824732.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -824782.000000 Penalty: 4428.145508
	Iteration 26Q: 3 clusters Score -824782 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -824810.062500 Penalty: 4428.145508
	Iteration 27Q: 3 clusters Score -824810.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -824825.375000 Penalty: 4428.145508
	Iteration 28Q: 3 clusters Score -824825.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -824836.375000 Penalty: 4428.145508
	Iteration 29Q: 3 clusters Score -824836.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -824849.687500 Penalty: 4428.145508
	Iteration 30Q: 3 clusters Score -824849.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -824856.437500 Penalty: 4428.145508
	Iteration 31Q: 3 clusters Score -824856.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -824860.437500 Penalty: 4428.145508
	Iteration 32Q: 3 clusters Score -824860.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -824864.937500 Penalty: 4428.145508
	Iteration 33Q: 3 clusters Score -824864.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -824869.250000 Penalty: 4428.145508
	Iteration 34Q: 3 clusters Score -824869.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -824870.125000 Penalty: 4428.145508
	Iteration 35Q: 3 clusters Score -824870.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -824870.062500 Penalty: 4428.145508
	Iteration 36Q: 3 clusters Score -824870.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -824873.000000 Penalty: 4428.145508
	Iteration 37Q: 3 clusters Score -824873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -824873.562500 Penalty: 4428.145508
	Iteration 38Q: 3 clusters Score -824873.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -824873.375000 Penalty: 4428.145508
	Iteration 39Q: 3 clusters Score -824873.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -824874.437500 Penalty: 4428.145508
	Iteration 40F: 3 clusters Score -824874.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -824873.125000 Penalty: 4428.145508
	Iteration 41Q: 3 clusters Score -824873.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -824873.125000 Penalty: 4428.145508
	Iteration 42F: 3 clusters Score -824873.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Entering Unmasked Estep 
Score: -2591570.500000 Penalty: 2512.947266
	Iteration 0F: 2 clusters Score -2591570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -2574025.250000 Penalty: 5025.894531
	Iteration 0F: 3 clusters Score -2574025 nChanged 11339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -2580355.500000 Penalty: 5025.894531
	Iteration 1F: 3 clusters Score -2580356 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -2581066.250000 Penalty: 5025.894531
	Iteration 2F: 3 clusters Score -2581066 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -2581797.500000 Penalty: 5025.894531
	Iteration 3F: 3 clusters Score -2581798 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -2582670.500000 Penalty: 5025.894531
	Iteration 4F: 3 clusters Score -2582670 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -2583670.750000 Penalty: 5025.894531
	Iteration 5F: 3 clusters Score -2583671 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -2584757.750000 Penalty: 5025.894531
	Iteration 6F: 3 clusters Score -2584758 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -2585784.500000 Penalty: 5025.894531
	Iteration 7F: 3 clusters Score -2585784 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -2586583.000000 Penalty: 5025.894531
	Iteration 8F: 3 clusters Score -2586583 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -2587156.750000 Penalty: 5025.894531
	Iteration 9Q: 3 clusters Score -2587157 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -2587506.500000 Penalty: 5025.894531
	Iteration 10Q: 3 clusters Score -2587506 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -2587722.250000 Penalty: 5025.894531
	Iteration 11Q: 3 clusters Score -2587722 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -2587864.000000 Penalty: 5025.894531
	Iteration 12Q: 3 clusters Score -2587864 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -2587997.000000 Penalty: 5025.894531
	Iteration 13Q: 3 clusters Score -2587997 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -2588112.500000 Penalty: 5025.894531
	Iteration 14Q: 3 clusters Score -2588112 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -2588218.000000 Penalty: 5025.894531
	Iteration 15Q: 3 clusters Score -2588218 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -2588327.000000 Penalty: 5025.894531
	Iteration 16Q: 3 clusters Score -2588327 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -2588459.000000 Penalty: 5025.894531
	Iteration 17Q: 3 clusters Score -2588459 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -2588609.500000 Penalty: 5025.894531
	Iteration 18Q: 3 clusters Score -2588610 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -2588785.250000 Penalty: 5025.894531
	Iteration 19Q: 3 clusters Score -2588785 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -2588951.500000 Penalty: 5025.894531
	Iteration 20F: 3 clusters Score -2588952 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -2589107.500000 Penalty: 5025.894531
	Iteration 21Q: 3 clusters Score -2589108 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -2589247.750000 Penalty: 5025.894531
	Iteration 22Q: 3 clusters Score -2589248 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -2589368.500000 Penalty: 5025.894531
	Iteration 23Q: 3 clusters Score -2589368 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -2589482.750000 Penalty: 5025.894531
	Iteration 24Q: 3 clusters Score -2589483 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -2589585.500000 Penalty: 5025.894531
	Iteration 25Q: 3 clusters Score -2589586 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -2589669.250000 Penalty: 5025.894531
	Iteration 26Q: 3 clusters Score -2589669 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -2589773.000000 Penalty: 5025.894531
	Iteration 27Q: 3 clusters Score -2589773 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -2589854.500000 Penalty: 5025.894531
	Iteration 28Q: 3 clusters Score -2589854 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -2589901.750000 Penalty: 5025.894531
	Iteration 29Q: 3 clusters Score -2589902 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -2589934.750000 Penalty: 5025.894531
	Iteration 30Q: 3 clusters Score -2589935 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -2589965.500000 Penalty: 5025.894531
	Iteration 31Q: 3 clusters Score -2589966 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -2589998.000000 Penalty: 5025.894531
	Iteration 32Q: 3 clusters Score -2589998 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -2590018.500000 Penalty: 5025.894531
	Iteration 33Q: 3 clusters Score -2590018 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -2590031.750000 Penalty: 5025.894531
	Iteration 34Q: 3 clusters Score -2590032 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -2590044.750000 Penalty: 5025.894531
	Iteration 35Q: 3 clusters Score -2590045 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -2590050.250000 Penalty: 5025.894531
	Iteration 36Q: 3 clusters Score -2590050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -2590053.250000 Penalty: 5025.894531
	Iteration 37Q: 3 clusters Score -2590053 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -2590061.750000 Penalty: 5025.894531
	Iteration 38Q: 3 clusters Score -2590062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -2590067.500000 Penalty: 5025.894531
	Iteration 39Q: 3 clusters Score -2590068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -2590069.250000 Penalty: 5025.894531
	Iteration 40F: 3 clusters Score -2590069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -2590074.500000 Penalty: 5025.894531
	Iteration 41Q: 3 clusters Score -2590074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -2590071.000000 Penalty: 5025.894531
	Iteration 42Q: 3 clusters Score -2590071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -2590072.750000 Penalty: 5025.894531
	Iteration 43Q: 3 clusters Score -2590073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -2590077.500000 Penalty: 5025.894531
	Iteration 44Q: 3 clusters Score -2590078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -2590074.000000 Penalty: 5025.894531
	Iteration 45Q: 3 clusters Score -2590074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -2590073.250000 Penalty: 5025.894531
	Iteration 46Q: 3 clusters Score -2590073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -2590076.750000 Penalty: 5025.894531
	Iteration 47Q: 3 clusters Score -2590077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -2590073.750000 Penalty: 5025.894531
	Iteration 48Q: 3 clusters Score -2590074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -2590073.750000 Penalty: 5025.894531
	Iteration 49Q: 3 clusters Score -2590074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -2590077.500000 Penalty: 5025.894531
	Iteration 50Q: 3 clusters Score -2590078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -2590077.500000 Penalty: 5025.894531
	Iteration 51Q: 3 clusters Score -2590078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -2590077.500000 Penalty: 5025.894531
	Iteration 52F: 3 clusters Score -2590078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (104215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104215 members 
Entering Unmasked Estep 
Score: -11476208.000000 Penalty: 2865.444580
	Iteration 0F: 2 clusters Score -1.147621e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51974 members 
Mstep: Class 2 contains 52241 members 
Entering Unmasked Estep 
Score: -11406529.000000 Penalty: 5730.889160
	Iteration 0F: 3 clusters Score -1.140653e+07 nChanged 49319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49357 members 
Mstep: Class 2 contains 54858 members 
Entering Unmasked Estep 
Score: -11435048.000000 Penalty: 5730.889160
	Iteration 1F: 3 clusters Score -1.143505e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47583 members 
Mstep: Class 2 contains 56632 members 
Entering Unmasked Estep 
Score: -11436373.000000 Penalty: 5730.889160
	Iteration 2Q: 3 clusters Score -1.143637e+07 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44814 members 
Mstep: Class 2 contains 59401 members 
Entering Unmasked Estep 
Score: -11438193.000000 Penalty: 5730.889160
	Iteration 3Q: 3 clusters Score -1.143819e+07 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40749 members 
Mstep: Class 2 contains 63466 members 
Entering Unmasked Estep 
Score: -11440940.000000 Penalty: 5730.889160
	Iteration 4F: 3 clusters Score -1.144094e+07 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 68745 members 
Entering Unmasked Estep 
Score: -11444863.000000 Penalty: 5730.889160
	Iteration 5F: 3 clusters Score -1.144486e+07 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 75067 members 
Entering Unmasked Estep 
Score: -11449725.000000 Penalty: 5730.889160
	Iteration 6F: 3 clusters Score -1.144972e+07 nChanged 7277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 81836 members 
Entering Unmasked Estep 
Score: -11455106.000000 Penalty: 5730.889160
	Iteration 7F: 3 clusters Score -1.145511e+07 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 88447 members 
Entering Unmasked Estep 
Score: -11460574.000000 Penalty: 5730.889160
	Iteration 8F: 3 clusters Score -1.146057e+07 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 94165 members 
Entering Unmasked Estep 
Score: -11465458.000000 Penalty: 5730.889160
	Iteration 9F: 3 clusters Score -1.146546e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 98361 members 
Entering Unmasked Estep 
Score: -11469086.000000 Penalty: 5730.889160
	Iteration 10Q: 3 clusters Score -1.146909e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 101040 members 
Entering Unmasked Estep 
Score: -11471379.000000 Penalty: 5730.889160
	Iteration 11Q: 3 clusters Score -1.147138e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 102440 members 
Entering Unmasked Estep 
Score: -11472525.000000 Penalty: 5730.889160
	Iteration 12Q: 3 clusters Score -1.147252e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 103137 members 
Entering Unmasked Estep 
Score: -11473116.000000 Penalty: 5730.889160
	Iteration 13Q: 3 clusters Score -1.147312e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 103422 members 
Entering Unmasked Estep 
Score: -11473394.000000 Penalty: 5730.889160
	Iteration 14Q: 3 clusters Score -1.147339e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 103532 members 
Entering Unmasked Estep 
Score: -11473596.000000 Penalty: 5730.889160
	Iteration 15Q: 3 clusters Score -1.14736e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 103585 members 
Entering Unmasked Estep 
Score: -11473656.000000 Penalty: 5730.889160
	Iteration 16Q: 3 clusters Score -1.147366e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 103619 members 
Entering Unmasked Estep 
Score: -11473677.000000 Penalty: 5730.889160
	Iteration 17Q: 3 clusters Score -1.147368e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 103647 members 
Entering Unmasked Estep 
Score: -11473726.000000 Penalty: 5730.889160
	Iteration 18Q: 3 clusters Score -1.147373e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 103669 members 
Entering Unmasked Estep 
Score: -11473743.000000 Penalty: 5730.889160
	Iteration 19Q: 3 clusters Score -1.147374e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 103683 members 
Entering Unmasked Estep 
Score: -11473761.000000 Penalty: 5730.889160
	Iteration 20F: 3 clusters Score -1.147376e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 103690 members 
Entering Unmasked Estep 
Score: -11473794.000000 Penalty: 5730.889160
	Iteration 21Q: 3 clusters Score -1.147379e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 103696 members 
Entering Unmasked Estep 
Score: -11473787.000000 Penalty: 5730.889160
	Iteration 22Q: 3 clusters Score -1.147379e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 103699 members 
Entering Unmasked Estep 
Score: -11473782.000000 Penalty: 5730.889160
	Iteration 23Q: 3 clusters Score -1.147378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 103705 members 
Entering Unmasked Estep 
Score: -11473797.000000 Penalty: 5730.889160
	Iteration 24Q: 3 clusters Score -1.14738e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 103707 members 
Entering Unmasked Estep 
Score: -11473798.000000 Penalty: 5730.889160
	Iteration 25Q: 3 clusters Score -1.14738e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 103709 members 
Entering Unmasked Estep 
Score: -11473812.000000 Penalty: 5730.889160
	Iteration 26Q: 3 clusters Score -1.147381e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 103711 members 
Entering Unmasked Estep 
Score: -11473814.000000 Penalty: 5730.889160
	Iteration 27Q: 3 clusters Score -1.147381e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 103714 members 
Entering Unmasked Estep 
Score: -11473810.000000 Penalty: 5730.889160
	Iteration 28Q: 3 clusters Score -1.147381e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 103714 members 
Entering Unmasked Estep 
Score: -11473811.000000 Penalty: 5730.889160
	Iteration 29Q: 3 clusters Score -1.147381e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 103715 members 
Entering Unmasked Estep 
Score: -11473830.000000 Penalty: 5730.889160
	Iteration 30Q: 3 clusters Score -1.147383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 103717 members 
Entering Unmasked Estep 
Score: -11473827.000000 Penalty: 5730.889160
	Iteration 31Q: 3 clusters Score -1.147383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 103718 members 
Entering Unmasked Estep 
Score: -11473837.000000 Penalty: 5730.889160
	Iteration 32Q: 3 clusters Score -1.147384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 103719 members 
Entering Unmasked Estep 
Score: -11473842.000000 Penalty: 5730.889160
	Iteration 33Q: 3 clusters Score -1.147384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 103720 members 
Entering Unmasked Estep 
Score: -11473845.000000 Penalty: 5730.889160
	Iteration 34Q: 3 clusters Score -1.147384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 103721 members 
Entering Unmasked Estep 
Score: -11473844.000000 Penalty: 5730.889160
	Iteration 35Q: 3 clusters Score -1.147384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 103722 members 
Entering Unmasked Estep 
Score: -11473847.000000 Penalty: 5730.889160
	Iteration 36Q: 3 clusters Score -1.147385e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 103721 members 
Entering Unmasked Estep 
Score: -11473848.000000 Penalty: 5730.889160
	Iteration 37Q: 3 clusters Score -1.147385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 103723 members 
Entering Unmasked Estep 
Score: -11473841.000000 Penalty: 5730.889160
	Iteration 38Q: 3 clusters Score -1.147384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 103724 members 
Entering Unmasked Estep 
Score: -11473843.000000 Penalty: 5730.889160
	Iteration 39Q: 3 clusters Score -1.147384e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 103724 members 
Entering Unmasked Estep 
Score: -11473843.000000 Penalty: 5730.889160
	Iteration 40F: 3 clusters Score -1.147384e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Entering Unmasked Estep 
Score: -291451.000000 Penalty: 1987.062866
	Iteration 0F: 2 clusters Score -291451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -288196.750000 Penalty: 3974.125732
	Iteration 0F: 3 clusters Score -288196.8 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -288908.250000 Penalty: 3974.125732
	Iteration 1F: 3 clusters Score -288908.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -289132.125000 Penalty: 3974.125732
	Iteration 2F: 3 clusters Score -289132.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -289295.312500 Penalty: 3974.125732
	Iteration 3F: 3 clusters Score -289295.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -289448.937500 Penalty: 3974.125732
	Iteration 4Q: 3 clusters Score -289448.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -289619.812500 Penalty: 3974.125732
	Iteration 5Q: 3 clusters Score -289619.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -289760.031250 Penalty: 3974.125732
	Iteration 6Q: 3 clusters Score -289760 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -289868.093750 Penalty: 3974.125732
	Iteration 7Q: 3 clusters Score -289868.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -290024.218750 Penalty: 3974.125732
	Iteration 8Q: 3 clusters Score -290024.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -290131.593750 Penalty: 3974.125732
	Iteration 9Q: 3 clusters Score -290131.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -290221.687500 Penalty: 3974.125732
	Iteration 10Q: 3 clusters Score -290221.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -290315.593750 Penalty: 3974.125732
	Iteration 11Q: 3 clusters Score -290315.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -290393.343750 Penalty: 3974.125732
	Iteration 12Q: 3 clusters Score -290393.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -290453.562500 Penalty: 3974.125732
	Iteration 13Q: 3 clusters Score -290453.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -290501.375000 Penalty: 3974.125732
	Iteration 14Q: 3 clusters Score -290501.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -290541.812500 Penalty: 3974.125732
	Iteration 15Q: 3 clusters Score -290541.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -290646.093750 Penalty: 3974.125732
	Iteration 16Q: 3 clusters Score -290646.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -290684.468750 Penalty: 3974.125732
	Iteration 17Q: 3 clusters Score -290684.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -290722.937500 Penalty: 3974.125732
	Iteration 18Q: 3 clusters Score -290722.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -290741.156250 Penalty: 3974.125732
	Iteration 19Q: 3 clusters Score -290741.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -290791.187500 Penalty: 3974.125732
	Iteration 20F: 3 clusters Score -290791.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -290820.343750 Penalty: 3974.125732
	Iteration 21Q: 3 clusters Score -290820.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -290861.812500 Penalty: 3974.125732
	Iteration 22Q: 3 clusters Score -290861.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -290916.500000 Penalty: 3974.125732
	Iteration 23Q: 3 clusters Score -290916.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -291010.687500 Penalty: 3974.125732
	Iteration 24Q: 3 clusters Score -291010.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -291100.656250 Penalty: 3974.125732
	Iteration 25Q: 3 clusters Score -291100.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -291163.562500 Penalty: 3974.125732
	Iteration 26Q: 3 clusters Score -291163.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -291213.062500 Penalty: 3974.125732
	Iteration 27Q: 3 clusters Score -291213.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -291251.562500 Penalty: 3974.125732
	Iteration 28Q: 3 clusters Score -291251.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -291288.937500 Penalty: 3974.125732
	Iteration 29Q: 3 clusters Score -291288.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -291342.093750 Penalty: 3974.125732
	Iteration 30Q: 3 clusters Score -291342.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -291401.875000 Penalty: 3974.125732
	Iteration 31Q: 3 clusters Score -291401.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -291459.781250 Penalty: 3974.125732
	Iteration 32Q: 3 clusters Score -291459.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -291513.343750 Penalty: 3974.125732
	Iteration 33Q: 3 clusters Score -291513.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -291573.937500 Penalty: 3974.125732
	Iteration 34Q: 3 clusters Score -291573.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -291615.062500 Penalty: 3974.125732
	Iteration 35Q: 3 clusters Score -291615.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -291629.843750 Penalty: 3974.125732
	Iteration 36Q: 3 clusters Score -291629.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -291637.500000 Penalty: 3974.125732
	Iteration 37Q: 3 clusters Score -291637.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -291644.468750 Penalty: 3974.125732
	Iteration 38Q: 3 clusters Score -291644.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -291653.718750 Penalty: 3974.125732
	Iteration 39Q: 3 clusters Score -291653.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -291661.687500 Penalty: 3974.125732
	Iteration 40F: 3 clusters Score -291661.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -291665.375000 Penalty: 3974.125732
	Iteration 41Q: 3 clusters Score -291665.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -291674.406250 Penalty: 3974.125732
	Iteration 42Q: 3 clusters Score -291674.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -291680.187500 Penalty: 3974.125732
	Iteration 43Q: 3 clusters Score -291680.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -291699.218750 Penalty: 3974.125732
	Iteration 44Q: 3 clusters Score -291699.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -291709.843750 Penalty: 3974.125732
	Iteration 45Q: 3 clusters Score -291709.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -291714.562500 Penalty: 3974.125732
	Iteration 46Q: 3 clusters Score -291714.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -291722.062500 Penalty: 3974.125732
	Iteration 47Q: 3 clusters Score -291722.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -291725.781250 Penalty: 3974.125732
	Iteration 48Q: 3 clusters Score -291725.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -291730.000000 Penalty: 3974.125732
	Iteration 49Q: 3 clusters Score -291730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -291733.843750 Penalty: 3974.125732
	Iteration 50Q: 3 clusters Score -291733.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -291733.843750 Penalty: 3974.125732
	Iteration 51F: 3 clusters Score -291733.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156939 members 
Mstep: Class 2 contains 2991 members 
Mstep: Class 3 contains 11862 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24800 members 
Mstep: Class 6 contains 72595 members 
Mstep: Class 7 contains 12312 members 
Mstep: Class 8 contains 1693 members 
Mstep: Class 9 contains 182233 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60108 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43664 members 
Mstep: Class 15 contains 12204 members 
Mstep: Class 16 contains 7538 members 
Mstep: Class 17 contains 25156 members 
Mstep: Class 18 contains 104215 members 
Mstep: Class 19 contains 303 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 38318 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9023 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14283 members 
Mstep: Class 29 contains 22763 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13480 members 
Mstep: Class 32 contains 8059 members 
Mstep: Class 33 contains 67935 members 
Mstep: Class 34 contains 26185 members 
Mstep: Class 35 contains 15211 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18935 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14171 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18810 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33321 members 
Mstep: Class 52 contains 7787 members 
Mstep: Class 53 contains 2715 members 
Entering Unmasked Estep 
Score: -115180864.000000 Penalty: 182896.359375
Splitting cluster 19 changes total score from -115182256.000000 to -115180864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (5605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Entering Unmasked Estep 
Score: -531574.000000 Penalty: 2140.590820
	Iteration 0F: 2 clusters Score -531574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -526774.687500 Penalty: 4281.181641
	Iteration 0F: 3 clusters Score -526774.7 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -528118.000000 Penalty: 4281.181641
	Iteration 1F: 3 clusters Score -528118 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -528479.750000 Penalty: 4281.181641
	Iteration 2F: 3 clusters Score -528479.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -528784.687500 Penalty: 4281.181641
	Iteration 3F: 3 clusters Score -528784.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -528973.125000 Penalty: 4281.181641
	Iteration 4F: 3 clusters Score -528973.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -529109.312500 Penalty: 4281.181641
	Iteration 5Q: 3 clusters Score -529109.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -529212.500000 Penalty: 4281.181641
	Iteration 6Q: 3 clusters Score -529212.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -529300.937500 Penalty: 4281.181641
	Iteration 7Q: 3 clusters Score -529300.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -529378.187500 Penalty: 4281.181641
	Iteration 8Q: 3 clusters Score -529378.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -529430.062500 Penalty: 4281.181641
	Iteration 9Q: 3 clusters Score -529430.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -529471.062500 Penalty: 4281.181641
	Iteration 10Q: 3 clusters Score -529471.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -529499.062500 Penalty: 4281.181641
	Iteration 11Q: 3 clusters Score -529499.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -529527.687500 Penalty: 4281.181641
	Iteration 12Q: 3 clusters Score -529527.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -529555.250000 Penalty: 4281.181641
	Iteration 13Q: 3 clusters Score -529555.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -529579.000000 Penalty: 4281.181641
	Iteration 14Q: 3 clusters Score -529579 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -529608.937500 Penalty: 4281.181641
	Iteration 15Q: 3 clusters Score -529608.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -529641.750000 Penalty: 4281.181641
	Iteration 16Q: 3 clusters Score -529641.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -529676.250000 Penalty: 4281.181641
	Iteration 17Q: 3 clusters Score -529676.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -529707.187500 Penalty: 4281.181641
	Iteration 18Q: 3 clusters Score -529707.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -529730.562500 Penalty: 4281.181641
	Iteration 19Q: 3 clusters Score -529730.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -529747.625000 Penalty: 4281.181641
	Iteration 20F: 3 clusters Score -529747.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -529761.250000 Penalty: 4281.181641
	Iteration 21Q: 3 clusters Score -529761.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -529773.250000 Penalty: 4281.181641
	Iteration 22Q: 3 clusters Score -529773.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -529786.062500 Penalty: 4281.181641
	Iteration 23Q: 3 clusters Score -529786.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -529795.625000 Penalty: 4281.181641
	Iteration 24Q: 3 clusters Score -529795.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -529802.750000 Penalty: 4281.181641
	Iteration 25Q: 3 clusters Score -529802.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -529809.437500 Penalty: 4281.181641
	Iteration 26Q: 3 clusters Score -529809.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -529820.812500 Penalty: 4281.181641
	Iteration 27Q: 3 clusters Score -529820.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -529829.125000 Penalty: 4281.181641
	Iteration 28Q: 3 clusters Score -529829.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -529836.437500 Penalty: 4281.181641
	Iteration 29Q: 3 clusters Score -529836.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -529844.250000 Penalty: 4281.181641
	Iteration 30Q: 3 clusters Score -529844.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -529853.125000 Penalty: 4281.181641
	Iteration 31Q: 3 clusters Score -529853.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -529864.687500 Penalty: 4281.181641
	Iteration 32Q: 3 clusters Score -529864.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -529874.437500 Penalty: 4281.181641
	Iteration 33Q: 3 clusters Score -529874.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -529883.562500 Penalty: 4281.181641
	Iteration 34Q: 3 clusters Score -529883.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -529892.250000 Penalty: 4281.181641
	Iteration 35Q: 3 clusters Score -529892.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -529894.937500 Penalty: 4281.181641
	Iteration 36Q: 3 clusters Score -529894.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -529900.437500 Penalty: 4281.181641
	Iteration 37Q: 3 clusters Score -529900.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -529904.375000 Penalty: 4281.181641
	Iteration 38Q: 3 clusters Score -529904.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -529909.812500 Penalty: 4281.181641
	Iteration 39Q: 3 clusters Score -529909.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -529913.875000 Penalty: 4281.181641
	Iteration 40F: 3 clusters Score -529913.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -529921.062500 Penalty: 4281.181641
	Iteration 41Q: 3 clusters Score -529921.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -529926.125000 Penalty: 4281.181641
	Iteration 42Q: 3 clusters Score -529926.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -529927.750000 Penalty: 4281.181641
	Iteration 43Q: 3 clusters Score -529927.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -529932.312500 Penalty: 4281.181641
	Iteration 44Q: 3 clusters Score -529932.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -529938.312500 Penalty: 4281.181641
	Iteration 45Q: 3 clusters Score -529938.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -529943.500000 Penalty: 4281.181641
	Iteration 46Q: 3 clusters Score -529943.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -529950.187500 Penalty: 4281.181641
	Iteration 47Q: 3 clusters Score -529950.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -529958.812500 Penalty: 4281.181641
	Iteration 48Q: 3 clusters Score -529958.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -529963.875000 Penalty: 4281.181641
	Iteration 49Q: 3 clusters Score -529963.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -529972.062500 Penalty: 4281.181641
	Iteration 50Q: 3 clusters Score -529972.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -529980.500000 Penalty: 4281.181641
	Iteration 51Q: 3 clusters Score -529980.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -529991.562500 Penalty: 4281.181641
	Iteration 52Q: 3 clusters Score -529991.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -530001.875000 Penalty: 4281.181641
	Iteration 53Q: 3 clusters Score -530001.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -530012.500000 Penalty: 4281.181641
	Iteration 54Q: 3 clusters Score -530012.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -530014.875000 Penalty: 4281.181641
	Iteration 55Q: 3 clusters Score -530014.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -530021.750000 Penalty: 4281.181641
	Iteration 56Q: 3 clusters Score -530021.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -530030.187500 Penalty: 4281.181641
	Iteration 57Q: 3 clusters Score -530030.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -530035.625000 Penalty: 4281.181641
	Iteration 58Q: 3 clusters Score -530035.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -530043.000000 Penalty: 4281.181641
	Iteration 59Q: 3 clusters Score -530043 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -530052.875000 Penalty: 4281.181641
	Iteration 60F: 3 clusters Score -530052.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -530065.562500 Penalty: 4281.181641
	Iteration 61Q: 3 clusters Score -530065.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -530078.937500 Penalty: 4281.181641
	Iteration 62Q: 3 clusters Score -530078.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -530091.437500 Penalty: 4281.181641
	Iteration 63Q: 3 clusters Score -530091.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -530100.562500 Penalty: 4281.181641
	Iteration 64Q: 3 clusters Score -530100.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -530113.812500 Penalty: 4281.181641
	Iteration 65Q: 3 clusters Score -530113.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -530121.375000 Penalty: 4281.181641
	Iteration 66Q: 3 clusters Score -530121.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -530130.437500 Penalty: 4281.181641
	Iteration 67Q: 3 clusters Score -530130.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -530141.687500 Penalty: 4281.181641
	Iteration 68Q: 3 clusters Score -530141.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -530153.375000 Penalty: 4281.181641
	Iteration 69Q: 3 clusters Score -530153.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -530168.000000 Penalty: 4281.181641
	Iteration 70Q: 3 clusters Score -530168 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -530185.875000 Penalty: 4281.181641
	Iteration 71Q: 3 clusters Score -530185.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -530204.937500 Penalty: 4281.181641
	Iteration 72Q: 3 clusters Score -530204.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -530213.812500 Penalty: 4281.181641
	Iteration 73Q: 3 clusters Score -530213.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -530217.937500 Penalty: 4281.181641
	Iteration 74Q: 3 clusters Score -530217.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -530223.187500 Penalty: 4281.181641
	Iteration 75Q: 3 clusters Score -530223.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -530229.250000 Penalty: 4281.181641
	Iteration 76Q: 3 clusters Score -530229.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -530231.312500 Penalty: 4281.181641
	Iteration 77Q: 3 clusters Score -530231.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -530234.312500 Penalty: 4281.181641
	Iteration 78Q: 3 clusters Score -530234.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -530235.750000 Penalty: 4281.181641
	Iteration 79Q: 3 clusters Score -530235.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -530243.125000 Penalty: 4281.181641
	Iteration 80F: 3 clusters Score -530243.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -530248.812500 Penalty: 4281.181641
	Iteration 81Q: 3 clusters Score -530248.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -530251.687500 Penalty: 4281.181641
	Iteration 82Q: 3 clusters Score -530251.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -530255.375000 Penalty: 4281.181641
	Iteration 83Q: 3 clusters Score -530255.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -530255.312500 Penalty: 4281.181641
	Iteration 84Q: 3 clusters Score -530255.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -530258.187500 Penalty: 4281.181641
	Iteration 85Q: 3 clusters Score -530258.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -530258.625000 Penalty: 4281.181641
	Iteration 86Q: 3 clusters Score -530258.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -530259.062500 Penalty: 4281.181641
	Iteration 87Q: 3 clusters Score -530259.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -530259.062500 Penalty: 4281.181641
	Iteration 88F: 3 clusters Score -530259.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38318 members 
Entering Unmasked Estep 
Score: -3911206.750000 Penalty: 2617.311279
	Iteration 0F: 2 clusters Score -3911207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -3885418.750000 Penalty: 5234.622559
	Iteration 0F: 3 clusters Score -3885419 nChanged 17470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -3895192.250000 Penalty: 5234.622559
	Iteration 1F: 3 clusters Score -3895192 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -3896109.000000 Penalty: 5234.622559
	Iteration 2F: 3 clusters Score -3896109 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -3897230.000000 Penalty: 5234.622559
	Iteration 3F: 3 clusters Score -3897230 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -3898535.000000 Penalty: 5234.622559
	Iteration 4F: 3 clusters Score -3898535 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -3900046.250000 Penalty: 5234.622559
	Iteration 5F: 3 clusters Score -3900046 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -3901661.000000 Penalty: 5234.622559
	Iteration 6F: 3 clusters Score -3901661 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -3903080.250000 Penalty: 5234.622559
	Iteration 7F: 3 clusters Score -3903080 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -3904180.500000 Penalty: 5234.622559
	Iteration 8F: 3 clusters Score -3904180 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -3904911.000000 Penalty: 5234.622559
	Iteration 9Q: 3 clusters Score -3904911 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -3905430.750000 Penalty: 5234.622559
	Iteration 10Q: 3 clusters Score -3905431 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -3905758.750000 Penalty: 5234.622559
	Iteration 11Q: 3 clusters Score -3905759 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -3906004.000000 Penalty: 5234.622559
	Iteration 12Q: 3 clusters Score -3906004 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -3906191.750000 Penalty: 5234.622559
	Iteration 13Q: 3 clusters Score -3906192 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -3906387.750000 Penalty: 5234.622559
	Iteration 14Q: 3 clusters Score -3906388 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -3906567.000000 Penalty: 5234.622559
	Iteration 15Q: 3 clusters Score -3906567 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -3906720.250000 Penalty: 5234.622559
	Iteration 16Q: 3 clusters Score -3906720 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -3906909.250000 Penalty: 5234.622559
	Iteration 17Q: 3 clusters Score -3906909 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -3907062.750000 Penalty: 5234.622559
	Iteration 18Q: 3 clusters Score -3907063 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -3907238.000000 Penalty: 5234.622559
	Iteration 19Q: 3 clusters Score -3907238 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -3907401.750000 Penalty: 5234.622559
	Iteration 20F: 3 clusters Score -3907402 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -3907546.750000 Penalty: 5234.622559
	Iteration 21Q: 3 clusters Score -3907547 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -3907683.750000 Penalty: 5234.622559
	Iteration 22Q: 3 clusters Score -3907684 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -3907837.750000 Penalty: 5234.622559
	Iteration 23Q: 3 clusters Score -3907838 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -3907989.750000 Penalty: 5234.622559
	Iteration 24Q: 3 clusters Score -3907990 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -3908136.750000 Penalty: 5234.622559
	Iteration 25Q: 3 clusters Score -3908137 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -3908274.750000 Penalty: 5234.622559
	Iteration 26Q: 3 clusters Score -3908275 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -3908409.250000 Penalty: 5234.622559
	Iteration 27Q: 3 clusters Score -3908409 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -3908508.750000 Penalty: 5234.622559
	Iteration 28Q: 3 clusters Score -3908509 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -3908591.500000 Penalty: 5234.622559
	Iteration 29Q: 3 clusters Score -3908592 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 27108 members 
Entering Unmasked Estep 
Score: -3908664.750000 Penalty: 5234.622559
	Iteration 30Q: 3 clusters Score -3908665 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -3908716.750000 Penalty: 5234.622559
	Iteration 31Q: 3 clusters Score -3908717 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -3908769.750000 Penalty: 5234.622559
	Iteration 32Q: 3 clusters Score -3908770 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -3908832.000000 Penalty: 5234.622559
	Iteration 33Q: 3 clusters Score -3908832 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -3908888.500000 Penalty: 5234.622559
	Iteration 34Q: 3 clusters Score -3908888 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -3908922.000000 Penalty: 5234.622559
	Iteration 35Q: 3 clusters Score -3908922 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 28528 members 
Entering Unmasked Estep 
Score: -3908963.250000 Penalty: 5234.622559
	Iteration 36Q: 3 clusters Score -3908963 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -3908995.500000 Penalty: 5234.622559
	Iteration 37Q: 3 clusters Score -3908996 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -3909036.250000 Penalty: 5234.622559
	Iteration 38Q: 3 clusters Score -3909036 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -3909065.000000 Penalty: 5234.622559
	Iteration 39Q: 3 clusters Score -3909065 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -3909082.500000 Penalty: 5234.622559
	Iteration 40F: 3 clusters Score -3909082 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -3909110.000000 Penalty: 5234.622559
	Iteration 41Q: 3 clusters Score -3909110 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -3909155.750000 Penalty: 5234.622559
	Iteration 42Q: 3 clusters Score -3909156 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -3909168.000000 Penalty: 5234.622559
	Iteration 43Q: 3 clusters Score -3909168 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -3909207.000000 Penalty: 5234.622559
	Iteration 44Q: 3 clusters Score -3909207 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -3909223.750000 Penalty: 5234.622559
	Iteration 45Q: 3 clusters Score -3909224 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -3909267.500000 Penalty: 5234.622559
	Iteration 46Q: 3 clusters Score -3909268 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 30420 members 
Entering Unmasked Estep 
Score: -3909295.500000 Penalty: 5234.622559
	Iteration 47Q: 3 clusters Score -3909296 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -3909311.250000 Penalty: 5234.622559
	Iteration 48Q: 3 clusters Score -3909311 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -3909327.250000 Penalty: 5234.622559
	Iteration 49Q: 3 clusters Score -3909327 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -3909343.250000 Penalty: 5234.622559
	Iteration 50Q: 3 clusters Score -3909343 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 30925 members 
Entering Unmasked Estep 
Score: -3909365.500000 Penalty: 5234.622559
	Iteration 51Q: 3 clusters Score -3909366 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
Score: -3909392.250000 Penalty: 5234.622559
	Iteration 52Q: 3 clusters Score -3909392 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 31141 members 
Entering Unmasked Estep 
Score: -3909397.500000 Penalty: 5234.622559
	Iteration 53Q: 3 clusters Score -3909398 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 31265 members 
Entering Unmasked Estep 
Score: -3909415.750000 Penalty: 5234.622559
	Iteration 54Q: 3 clusters Score -3909416 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -3909443.250000 Penalty: 5234.622559
	Iteration 55Q: 3 clusters Score -3909443 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -3909465.250000 Penalty: 5234.622559
	Iteration 56Q: 3 clusters Score -3909465 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
Score: -3909509.500000 Penalty: 5234.622559
	Iteration 57Q: 3 clusters Score -3909510 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -3909540.750000 Penalty: 5234.622559
	Iteration 58Q: 3 clusters Score -3909541 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -3909559.000000 Penalty: 5234.622559
	Iteration 59Q: 3 clusters Score -3909559 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 32106 members 
Entering Unmasked Estep 
Score: -3909579.250000 Penalty: 5234.622559
	Iteration 60F: 3 clusters Score -3909579 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -3909613.000000 Penalty: 5234.622559
	Iteration 61Q: 3 clusters Score -3909613 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 32387 members 
Entering Unmasked Estep 
Score: -3909636.500000 Penalty: 5234.622559
	Iteration 62Q: 3 clusters Score -3909636 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -3909676.250000 Penalty: 5234.622559
	Iteration 63Q: 3 clusters Score -3909676 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
Score: -3909696.250000 Penalty: 5234.622559
	Iteration 64Q: 3 clusters Score -3909696 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -3909717.750000 Penalty: 5234.622559
	Iteration 65Q: 3 clusters Score -3909718 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 32903 members 
Entering Unmasked Estep 
Score: -3909741.250000 Penalty: 5234.622559
	Iteration 66Q: 3 clusters Score -3909741 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -3909752.000000 Penalty: 5234.622559
	Iteration 67Q: 3 clusters Score -3909752 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 33171 members 
Entering Unmasked Estep 
Score: -3909787.500000 Penalty: 5234.622559
	Iteration 68Q: 3 clusters Score -3909788 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -3909821.500000 Penalty: 5234.622559
	Iteration 69Q: 3 clusters Score -3909822 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -3909851.000000 Penalty: 5234.622559
	Iteration 70Q: 3 clusters Score -3909851 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 33537 members 
Entering Unmasked Estep 
Score: -3909876.250000 Penalty: 5234.622559
	Iteration 71Q: 3 clusters Score -3909876 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 33630 members 
Entering Unmasked Estep 
Score: -3909895.500000 Penalty: 5234.622559
	Iteration 72Q: 3 clusters Score -3909896 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -3909917.750000 Penalty: 5234.622559
	Iteration 73Q: 3 clusters Score -3909918 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
Score: -3909925.250000 Penalty: 5234.622559
	Iteration 74Q: 3 clusters Score -3909925 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -3909937.500000 Penalty: 5234.622559
	Iteration 75Q: 3 clusters Score -3909938 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
Score: -3909947.750000 Penalty: 5234.622559
	Iteration 76Q: 3 clusters Score -3909948 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 34045 members 
Entering Unmasked Estep 
Score: -3909960.750000 Penalty: 5234.622559
	Iteration 77Q: 3 clusters Score -3909961 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 34137 members 
Entering Unmasked Estep 
Score: -3909993.750000 Penalty: 5234.622559
	Iteration 78Q: 3 clusters Score -3909994 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -3910004.000000 Penalty: 5234.622559
	Iteration 79Q: 3 clusters Score -3910004 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 34291 members 
Entering Unmasked Estep 
Score: -3910025.750000 Penalty: 5234.622559
	Iteration 80F: 3 clusters Score -3910026 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -3910036.500000 Penalty: 5234.622559
	Iteration 81Q: 3 clusters Score -3910036 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 34409 members 
Entering Unmasked Estep 
Score: -3910059.500000 Penalty: 5234.622559
	Iteration 82Q: 3 clusters Score -3910060 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
Score: -3910066.000000 Penalty: 5234.622559
	Iteration 83Q: 3 clusters Score -3910066 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -3910071.500000 Penalty: 5234.622559
	Iteration 84Q: 3 clusters Score -3910072 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
Score: -3910075.500000 Penalty: 5234.622559
	Iteration 85Q: 3 clusters Score -3910076 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -3910084.000000 Penalty: 5234.622559
	Iteration 86Q: 3 clusters Score -3910084 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -3910091.000000 Penalty: 5234.622559
	Iteration 87Q: 3 clusters Score -3910091 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -3910106.750000 Penalty: 5234.622559
	Iteration 88Q: 3 clusters Score -3910107 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -3910130.750000 Penalty: 5234.622559
	Iteration 89Q: 3 clusters Score -3910131 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -3910142.750000 Penalty: 5234.622559
	Iteration 90Q: 3 clusters Score -3910143 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -3910154.500000 Penalty: 5234.622559
	Iteration 91Q: 3 clusters Score -3910154 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -3910181.750000 Penalty: 5234.622559
	Iteration 92Q: 3 clusters Score -3910182 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -3910184.500000 Penalty: 5234.622559
	Iteration 93Q: 3 clusters Score -3910184 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -3910178.500000 Penalty: 5234.622559
	Iteration 94Q: 3 clusters Score -3910178 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -3910190.000000 Penalty: 5234.622559
	Iteration 95Q: 3 clusters Score -3910190 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
Score: -3910195.250000 Penalty: 5234.622559
	Iteration 96Q: 3 clusters Score -3910195 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -3910204.000000 Penalty: 5234.622559
	Iteration 97Q: 3 clusters Score -3910204 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 35042 members 
Entering Unmasked Estep 
Score: -3910208.250000 Penalty: 5234.622559
	Iteration 98Q: 3 clusters Score -3910208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 35063 members 
Entering Unmasked Estep 
Score: -3910217.000000 Penalty: 5234.622559
	Iteration 99Q: 3 clusters Score -3910217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 35075 members 
Entering Unmasked Estep 
Score: -3910222.000000 Penalty: 5234.622559
	Iteration 100F: 3 clusters Score -3910222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -3910213.000000 Penalty: 5234.622559
	Iteration 101Q: 3 clusters Score -3910213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -3910215.000000 Penalty: 5234.622559
	Iteration 102Q: 3 clusters Score -3910215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -3910219.250000 Penalty: 5234.622559
	Iteration 103Q: 3 clusters Score -3910219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -3910215.750000 Penalty: 5234.622559
	Iteration 104Q: 3 clusters Score -3910216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 35123 members 
Entering Unmasked Estep 
Score: -3910209.000000 Penalty: 5234.622559
	Iteration 105Q: 3 clusters Score -3910209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -3910217.750000 Penalty: 5234.622559
	Iteration 106Q: 3 clusters Score -3910218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -3910217.000000 Penalty: 5234.622559
	Iteration 107Q: 3 clusters Score -3910217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -3910216.250000 Penalty: 5234.622559
	Iteration 108Q: 3 clusters Score -3910216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
Score: -3910222.500000 Penalty: 5234.622559
	Iteration 109Q: 3 clusters Score -3910222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -3910224.500000 Penalty: 5234.622559
	Iteration 110Q: 3 clusters Score -3910224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
Score: -3910225.250000 Penalty: 5234.622559
	Iteration 111Q: 3 clusters Score -3910225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -3910230.000000 Penalty: 5234.622559
	Iteration 112Q: 3 clusters Score -3910230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -3910226.500000 Penalty: 5234.622559
	Iteration 113Q: 3 clusters Score -3910226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -3910230.250000 Penalty: 5234.622559
	Iteration 114Q: 3 clusters Score -3910230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 35188 members 
Entering Unmasked Estep 
Score: -3910227.500000 Penalty: 5234.622559
	Iteration 115Q: 3 clusters Score -3910228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -3910234.500000 Penalty: 5234.622559
	Iteration 116Q: 3 clusters Score -3910234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 35199 members 
Entering Unmasked Estep 
Score: -3910230.750000 Penalty: 5234.622559
	Iteration 117Q: 3 clusters Score -3910231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 35207 members 
Entering Unmasked Estep 
Score: -3910220.250000 Penalty: 5234.622559
	Iteration 118Q: 3 clusters Score -3910220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
Score: -3910222.500000 Penalty: 5234.622559
	Iteration 119Q: 3 clusters Score -3910222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -3910229.500000 Penalty: 5234.622559
	Iteration 120F: 3 clusters Score -3910230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -3910228.500000 Penalty: 5234.622559
	Iteration 121Q: 3 clusters Score -3910228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -3910238.000000 Penalty: 5234.622559
	Iteration 122Q: 3 clusters Score -3910238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -3910231.500000 Penalty: 5234.622559
	Iteration 123Q: 3 clusters Score -3910232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 35260 members 
Entering Unmasked Estep 
Score: -3910230.000000 Penalty: 5234.622559
	Iteration 124Q: 3 clusters Score -3910230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
Score: -3910230.750000 Penalty: 5234.622559
	Iteration 125Q: 3 clusters Score -3910231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
Score: -3910230.750000 Penalty: 5234.622559
	Iteration 126F: 3 clusters Score -3910231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Entering Unmasked Estep 
Score: -133082.812500 Penalty: 1792.280151
	Iteration 0F: 2 clusters Score -133082.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -130862.234375 Penalty: 3584.560303
	Iteration 0F: 3 clusters Score -130862.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -131268.531250 Penalty: 3584.560303
	Iteration 1F: 3 clusters Score -131268.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -131422.015625 Penalty: 3584.560303
	Iteration 2F: 3 clusters Score -131422 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -131544.250000 Penalty: 3584.560303
	Iteration 3F: 3 clusters Score -131544.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -131674.828125 Penalty: 3584.560303
	Iteration 4Q: 3 clusters Score -131674.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -131807.906250 Penalty: 3584.560303
	Iteration 5Q: 3 clusters Score -131807.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -131944.500000 Penalty: 3584.560303
	Iteration 6Q: 3 clusters Score -131944.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -132107.687500 Penalty: 3584.560303
	Iteration 7Q: 3 clusters Score -132107.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -132290.984375 Penalty: 3584.560303
	Iteration 8Q: 3 clusters Score -132291 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -132460.406250 Penalty: 3584.560303
	Iteration 9Q: 3 clusters Score -132460.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -132590.296875 Penalty: 3584.560303
	Iteration 10Q: 3 clusters Score -132590.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -132662.750000 Penalty: 3584.560303
	Iteration 11Q: 3 clusters Score -132662.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -132703.234375 Penalty: 3584.560303
	Iteration 12Q: 3 clusters Score -132703.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -132745.593750 Penalty: 3584.560303
	Iteration 13Q: 3 clusters Score -132745.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -132775.078125 Penalty: 3584.560303
	Iteration 14Q: 3 clusters Score -132775.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -132788.109375 Penalty: 3584.560303
	Iteration 15Q: 3 clusters Score -132788.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -132792.156250 Penalty: 3584.560303
	Iteration 16Q: 3 clusters Score -132792.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -132793.843750 Penalty: 3584.560303
	Iteration 17Q: 3 clusters Score -132793.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -132795.953125 Penalty: 3584.560303
	Iteration 18Q: 3 clusters Score -132796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -132795.953125 Penalty: 3584.560303
	Iteration 19F: 3 clusters Score -132796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Entering Unmasked Estep 
Score: -338049.281250 Penalty: 1997.285034
	Iteration 0F: 2 clusters Score -338049.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -334686.406250 Penalty: 3994.570068
	Iteration 0F: 3 clusters Score -334686.4 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -335343.281250 Penalty: 3994.570068
	Iteration 1F: 3 clusters Score -335343.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -335499.312500 Penalty: 3994.570068
	Iteration 2F: 3 clusters Score -335499.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -335588.906250 Penalty: 3994.570068
	Iteration 3Q: 3 clusters Score -335588.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -335648.000000 Penalty: 3994.570068
	Iteration 4Q: 3 clusters Score -335648 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -335695.812500 Penalty: 3994.570068
	Iteration 5Q: 3 clusters Score -335695.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -335738.875000 Penalty: 3994.570068
	Iteration 6Q: 3 clusters Score -335738.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -335774.406250 Penalty: 3994.570068
	Iteration 7Q: 3 clusters Score -335774.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -335813.500000 Penalty: 3994.570068
	Iteration 8Q: 3 clusters Score -335813.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -335859.656250 Penalty: 3994.570068
	Iteration 9Q: 3 clusters Score -335859.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -335901.531250 Penalty: 3994.570068
	Iteration 10Q: 3 clusters Score -335901.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -335953.937500 Penalty: 3994.570068
	Iteration 11Q: 3 clusters Score -335953.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -336023.843750 Penalty: 3994.570068
	Iteration 12Q: 3 clusters Score -336023.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -336101.500000 Penalty: 3994.570068
	Iteration 13Q: 3 clusters Score -336101.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -336180.468750 Penalty: 3994.570068
	Iteration 14Q: 3 clusters Score -336180.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -336253.250000 Penalty: 3994.570068
	Iteration 15Q: 3 clusters Score -336253.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -336327.812500 Penalty: 3994.570068
	Iteration 16Q: 3 clusters Score -336327.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -336407.812500 Penalty: 3994.570068
	Iteration 17Q: 3 clusters Score -336407.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -336478.093750 Penalty: 3994.570068
	Iteration 18Q: 3 clusters Score -336478.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -336545.500000 Penalty: 3994.570068
	Iteration 19Q: 3 clusters Score -336545.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -336612.812500 Penalty: 3994.570068
	Iteration 20F: 3 clusters Score -336612.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -336683.250000 Penalty: 3994.570068
	Iteration 21Q: 3 clusters Score -336683.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -336745.125000 Penalty: 3994.570068
	Iteration 22Q: 3 clusters Score -336745.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -336801.406250 Penalty: 3994.570068
	Iteration 23Q: 3 clusters Score -336801.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -336828.781250 Penalty: 3994.570068
	Iteration 24Q: 3 clusters Score -336828.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -336846.375000 Penalty: 3994.570068
	Iteration 25Q: 3 clusters Score -336846.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -336860.843750 Penalty: 3994.570068
	Iteration 26Q: 3 clusters Score -336860.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -336870.000000 Penalty: 3994.570068
	Iteration 27Q: 3 clusters Score -336870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -336877.312500 Penalty: 3994.570068
	Iteration 28Q: 3 clusters Score -336877.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -336880.343750 Penalty: 3994.570068
	Iteration 29Q: 3 clusters Score -336880.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -336884.718750 Penalty: 3994.570068
	Iteration 30Q: 3 clusters Score -336884.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -336888.343750 Penalty: 3994.570068
	Iteration 31Q: 3 clusters Score -336888.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -336891.343750 Penalty: 3994.570068
	Iteration 32Q: 3 clusters Score -336891.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -336891.437500 Penalty: 3994.570068
	Iteration 33Q: 3 clusters Score -336891.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -336891.562500 Penalty: 3994.570068
	Iteration 34Q: 3 clusters Score -336891.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -336892.000000 Penalty: 3994.570068
	Iteration 35Q: 3 clusters Score -336892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -336892.000000 Penalty: 3994.570068
	Iteration 36F: 3 clusters Score -336892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Entering Unmasked Estep 
Score: -969126.312500 Penalty: 2258.667969
	Iteration 0F: 2 clusters Score -969126.3 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 4609 members 
Entering Unmasked Estep 
Score: -962024.500000 Penalty: 4517.335938
	Iteration 0F: 3 clusters Score -962024.5 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -963989.875000 Penalty: 4517.335938
	Iteration 1F: 3 clusters Score -963989.9 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -964246.937500 Penalty: 4517.335938
	Iteration 2F: 3 clusters Score -964246.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -964417.625000 Penalty: 4517.335938
	Iteration 3Q: 3 clusters Score -964417.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -964556.125000 Penalty: 4517.335938
	Iteration 4Q: 3 clusters Score -964556.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -964678.625000 Penalty: 4517.335938
	Iteration 5Q: 3 clusters Score -964678.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -964818.312500 Penalty: 4517.335938
	Iteration 6Q: 3 clusters Score -964818.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -964966.687500 Penalty: 4517.335938
	Iteration 7Q: 3 clusters Score -964966.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -965171.937500 Penalty: 4517.335938
	Iteration 8Q: 3 clusters Score -965171.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -965428.375000 Penalty: 4517.335938
	Iteration 9Q: 3 clusters Score -965428.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -965679.250000 Penalty: 4517.335938
	Iteration 10Q: 3 clusters Score -965679.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -965945.625000 Penalty: 4517.335938
	Iteration 11Q: 3 clusters Score -965945.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -966230.500000 Penalty: 4517.335938
	Iteration 12Q: 3 clusters Score -966230.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -966476.812500 Penalty: 4517.335938
	Iteration 13Q: 3 clusters Score -966476.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -966640.312500 Penalty: 4517.335938
	Iteration 14Q: 3 clusters Score -966640.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -966757.250000 Penalty: 4517.335938
	Iteration 15Q: 3 clusters Score -966757.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -966857.187500 Penalty: 4517.335938
	Iteration 16Q: 3 clusters Score -966857.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -966934.312500 Penalty: 4517.335938
	Iteration 17Q: 3 clusters Score -966934.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -966986.875000 Penalty: 4517.335938
	Iteration 18Q: 3 clusters Score -966986.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -967036.562500 Penalty: 4517.335938
	Iteration 19Q: 3 clusters Score -967036.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -967083.875000 Penalty: 4517.335938
	Iteration 20F: 3 clusters Score -967083.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -967120.500000 Penalty: 4517.335938
	Iteration 21Q: 3 clusters Score -967120.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -967144.375000 Penalty: 4517.335938
	Iteration 22Q: 3 clusters Score -967144.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -967153.937500 Penalty: 4517.335938
	Iteration 23Q: 3 clusters Score -967153.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -967160.375000 Penalty: 4517.335938
	Iteration 24Q: 3 clusters Score -967160.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -967169.312500 Penalty: 4517.335938
	Iteration 25Q: 3 clusters Score -967169.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -967176.312500 Penalty: 4517.335938
	Iteration 26Q: 3 clusters Score -967176.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -967181.062500 Penalty: 4517.335938
	Iteration 27Q: 3 clusters Score -967181.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -967187.687500 Penalty: 4517.335938
	Iteration 28Q: 3 clusters Score -967187.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -967190.437500 Penalty: 4517.335938
	Iteration 29Q: 3 clusters Score -967190.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -967193.437500 Penalty: 4517.335938
	Iteration 30Q: 3 clusters Score -967193.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -967200.312500 Penalty: 4517.335938
	Iteration 31Q: 3 clusters Score -967200.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -967204.125000 Penalty: 4517.335938
	Iteration 32Q: 3 clusters Score -967204.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -967207.312500 Penalty: 4517.335938
	Iteration 33Q: 3 clusters Score -967207.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -967210.437500 Penalty: 4517.335938
	Iteration 34Q: 3 clusters Score -967210.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -967211.000000 Penalty: 4517.335938
	Iteration 35Q: 3 clusters Score -967211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -967211.250000 Penalty: 4517.335938
	Iteration 36Q: 3 clusters Score -967211.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -967211.250000 Penalty: 4517.335938
	Iteration 37F: 3 clusters Score -967211.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Entering Unmasked Estep 
Score: -447935.718750 Penalty: 2074.744385
	Iteration 0F: 2 clusters Score -447935.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -443920.843750 Penalty: 4149.488770
	Iteration 0F: 3 clusters Score -443920.8 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -444889.812500 Penalty: 4149.488770
	Iteration 1F: 3 clusters Score -444889.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -445149.937500 Penalty: 4149.488770
	Iteration 2F: 3 clusters Score -445149.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -445323.562500 Penalty: 4149.488770
	Iteration 3F: 3 clusters Score -445323.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -445503.937500 Penalty: 4149.488770
	Iteration 4Q: 3 clusters Score -445503.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -445704.093750 Penalty: 4149.488770
	Iteration 5Q: 3 clusters Score -445704.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -445975.406250 Penalty: 4149.488770
	Iteration 6Q: 3 clusters Score -445975.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -446256.156250 Penalty: 4149.488770
	Iteration 7F: 3 clusters Score -446256.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -446454.281250 Penalty: 4149.488770
	Iteration 8Q: 3 clusters Score -446454.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -446542.187500 Penalty: 4149.488770
	Iteration 9Q: 3 clusters Score -446542.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -446612.093750 Penalty: 4149.488770
	Iteration 10Q: 3 clusters Score -446612.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -446659.468750 Penalty: 4149.488770
	Iteration 11Q: 3 clusters Score -446659.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -446695.343750 Penalty: 4149.488770
	Iteration 12Q: 3 clusters Score -446695.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -446725.750000 Penalty: 4149.488770
	Iteration 13Q: 3 clusters Score -446725.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -446752.437500 Penalty: 4149.488770
	Iteration 14Q: 3 clusters Score -446752.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -446777.812500 Penalty: 4149.488770
	Iteration 15Q: 3 clusters Score -446777.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -446797.812500 Penalty: 4149.488770
	Iteration 16Q: 3 clusters Score -446797.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -446815.718750 Penalty: 4149.488770
	Iteration 17Q: 3 clusters Score -446815.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -446829.968750 Penalty: 4149.488770
	Iteration 18Q: 3 clusters Score -446830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -446846.812500 Penalty: 4149.488770
	Iteration 19Q: 3 clusters Score -446846.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -446861.375000 Penalty: 4149.488770
	Iteration 20F: 3 clusters Score -446861.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -446875.875000 Penalty: 4149.488770
	Iteration 21Q: 3 clusters Score -446875.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -446898.906250 Penalty: 4149.488770
	Iteration 22Q: 3 clusters Score -446898.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -446926.875000 Penalty: 4149.488770
	Iteration 23Q: 3 clusters Score -446926.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -446967.218750 Penalty: 4149.488770
	Iteration 24Q: 3 clusters Score -446967.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -446988.218750 Penalty: 4149.488770
	Iteration 25Q: 3 clusters Score -446988.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -447024.031250 Penalty: 4149.488770
	Iteration 26Q: 3 clusters Score -447024 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -447071.187500 Penalty: 4149.488770
	Iteration 27Q: 3 clusters Score -447071.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -447102.375000 Penalty: 4149.488770
	Iteration 28Q: 3 clusters Score -447102.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -447119.156250 Penalty: 4149.488770
	Iteration 29Q: 3 clusters Score -447119.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -447129.281250 Penalty: 4149.488770
	Iteration 30Q: 3 clusters Score -447129.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -447133.531250 Penalty: 4149.488770
	Iteration 31Q: 3 clusters Score -447133.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -447136.500000 Penalty: 4149.488770
	Iteration 32Q: 3 clusters Score -447136.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -447139.843750 Penalty: 4149.488770
	Iteration 33Q: 3 clusters Score -447139.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -447139.500000 Penalty: 4149.488770
	Iteration 34Q: 3 clusters Score -447139.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -447140.500000 Penalty: 4149.488770
	Iteration 35Q: 3 clusters Score -447140.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -447140.343750 Penalty: 4149.488770
	Iteration 36Q: 3 clusters Score -447140.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -447142.031250 Penalty: 4149.488770
	Iteration 37Q: 3 clusters Score -447142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -447141.687500 Penalty: 4149.488770
	Iteration 38Q: 3 clusters Score -447141.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -447143.062500 Penalty: 4149.488770
	Iteration 39Q: 3 clusters Score -447143.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -447143.062500 Penalty: 4149.488770
	Iteration 40F: 3 clusters Score -447143.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Entering Unmasked Estep 
Score: -390811.906250 Penalty: 2041.051025
	Iteration 0F: 2 clusters Score -390811.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -387139.968750 Penalty: 4082.102051
	Iteration 0F: 3 clusters Score -387140 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -387968.093750 Penalty: 4082.102051
	Iteration 1F: 3 clusters Score -387968.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -388132.593750 Penalty: 4082.102051
	Iteration 2F: 3 clusters Score -388132.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -388251.125000 Penalty: 4082.102051
	Iteration 3Q: 3 clusters Score -388251.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -388328.125000 Penalty: 4082.102051
	Iteration 4Q: 3 clusters Score -388328.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -388389.343750 Penalty: 4082.102051
	Iteration 5Q: 3 clusters Score -388389.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -388456.281250 Penalty: 4082.102051
	Iteration 6Q: 3 clusters Score -388456.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -388517.531250 Penalty: 4082.102051
	Iteration 7Q: 3 clusters Score -388517.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -388585.500000 Penalty: 4082.102051
	Iteration 8Q: 3 clusters Score -388585.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -388684.468750 Penalty: 4082.102051
	Iteration 9Q: 3 clusters Score -388684.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -388813.187500 Penalty: 4082.102051
	Iteration 10Q: 3 clusters Score -388813.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -388936.375000 Penalty: 4082.102051
	Iteration 11Q: 3 clusters Score -388936.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -389066.562500 Penalty: 4082.102051
	Iteration 12Q: 3 clusters Score -389066.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -389245.437500 Penalty: 4082.102051
	Iteration 13Q: 3 clusters Score -389245.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -389408.906250 Penalty: 4082.102051
	Iteration 14Q: 3 clusters Score -389408.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -389519.437500 Penalty: 4082.102051
	Iteration 15Q: 3 clusters Score -389519.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -389606.187500 Penalty: 4082.102051
	Iteration 16Q: 3 clusters Score -389606.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -389665.656250 Penalty: 4082.102051
	Iteration 17Q: 3 clusters Score -389665.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -389704.343750 Penalty: 4082.102051
	Iteration 18Q: 3 clusters Score -389704.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -389730.468750 Penalty: 4082.102051
	Iteration 19Q: 3 clusters Score -389730.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -389754.343750 Penalty: 4082.102051
	Iteration 20F: 3 clusters Score -389754.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -389766.656250 Penalty: 4082.102051
	Iteration 21Q: 3 clusters Score -389766.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -389773.781250 Penalty: 4082.102051
	Iteration 22Q: 3 clusters Score -389773.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -389780.750000 Penalty: 4082.102051
	Iteration 23Q: 3 clusters Score -389780.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -389785.593750 Penalty: 4082.102051
	Iteration 24Q: 3 clusters Score -389785.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -389790.875000 Penalty: 4082.102051
	Iteration 25Q: 3 clusters Score -389790.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -389794.625000 Penalty: 4082.102051
	Iteration 26Q: 3 clusters Score -389794.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -389797.812500 Penalty: 4082.102051
	Iteration 27Q: 3 clusters Score -389797.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -389800.000000 Penalty: 4082.102051
	Iteration 28Q: 3 clusters Score -389800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -389800.625000 Penalty: 4082.102051
	Iteration 29Q: 3 clusters Score -389800.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -389800.625000 Penalty: 4082.102051
	Iteration 30F: 3 clusters Score -389800.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Entering Unmasked Estep 
Score: -244878.640625 Penalty: 1910.233887
	Iteration 0F: 2 clusters Score -244878.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -242140.546875 Penalty: 3820.467773
	Iteration 0F: 3 clusters Score -242140.5 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -242666.875000 Penalty: 3820.467773
	Iteration 1F: 3 clusters Score -242666.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -242787.500000 Penalty: 3820.467773
	Iteration 2F: 3 clusters Score -242787.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -242855.328125 Penalty: 3820.467773
	Iteration 3Q: 3 clusters Score -242855.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -242895.109375 Penalty: 3820.467773
	Iteration 4Q: 3 clusters Score -242895.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -242925.421875 Penalty: 3820.467773
	Iteration 5Q: 3 clusters Score -242925.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -242947.218750 Penalty: 3820.467773
	Iteration 6Q: 3 clusters Score -242947.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -242964.796875 Penalty: 3820.467773
	Iteration 7Q: 3 clusters Score -242964.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -242977.765625 Penalty: 3820.467773
	Iteration 8Q: 3 clusters Score -242977.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -242987.953125 Penalty: 3820.467773
	Iteration 9Q: 3 clusters Score -242988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -242997.609375 Penalty: 3820.467773
	Iteration 10Q: 3 clusters Score -242997.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -243004.062500 Penalty: 3820.467773
	Iteration 11Q: 3 clusters Score -243004.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -243007.828125 Penalty: 3820.467773
	Iteration 12Q: 3 clusters Score -243007.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -243009.875000 Penalty: 3820.467773
	Iteration 13Q: 3 clusters Score -243009.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -243011.375000 Penalty: 3820.467773
	Iteration 14Q: 3 clusters Score -243011.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -243013.500000 Penalty: 3820.467773
	Iteration 15Q: 3 clusters Score -243013.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -243016.937500 Penalty: 3820.467773
	Iteration 16Q: 3 clusters Score -243016.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -243021.203125 Penalty: 3820.467773
	Iteration 17Q: 3 clusters Score -243021.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -243022.718750 Penalty: 3820.467773
	Iteration 18Q: 3 clusters Score -243022.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -243023.000000 Penalty: 3820.467773
	Iteration 19Q: 3 clusters Score -243023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -243024.265625 Penalty: 3820.467773
	Iteration 20F: 3 clusters Score -243024.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -243024.687500 Penalty: 3820.467773
	Iteration 21Q: 3 clusters Score -243024.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -243026.375000 Penalty: 3820.467773
	Iteration 22Q: 3 clusters Score -243026.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -243028.640625 Penalty: 3820.467773
	Iteration 23Q: 3 clusters Score -243028.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -243033.687500 Penalty: 3820.467773
	Iteration 24Q: 3 clusters Score -243033.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -243038.468750 Penalty: 3820.467773
	Iteration 25Q: 3 clusters Score -243038.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -243041.796875 Penalty: 3820.467773
	Iteration 26Q: 3 clusters Score -243041.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -243044.640625 Penalty: 3820.467773
	Iteration 27Q: 3 clusters Score -243044.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -243046.093750 Penalty: 3820.467773
	Iteration 28Q: 3 clusters Score -243046.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -243047.359375 Penalty: 3820.467773
	Iteration 29Q: 3 clusters Score -243047.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -243050.031250 Penalty: 3820.467773
	Iteration 30Q: 3 clusters Score -243050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -243052.453125 Penalty: 3820.467773
	Iteration 31Q: 3 clusters Score -243052.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -243053.843750 Penalty: 3820.467773
	Iteration 32Q: 3 clusters Score -243053.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -243056.296875 Penalty: 3820.467773
	Iteration 33Q: 3 clusters Score -243056.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -243057.640625 Penalty: 3820.467773
	Iteration 34Q: 3 clusters Score -243057.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -243058.781250 Penalty: 3820.467773
	Iteration 35Q: 3 clusters Score -243058.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -243060.656250 Penalty: 3820.467773
	Iteration 36Q: 3 clusters Score -243060.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -243062.703125 Penalty: 3820.467773
	Iteration 37Q: 3 clusters Score -243062.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -243063.906250 Penalty: 3820.467773
	Iteration 38Q: 3 clusters Score -243063.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -243064.843750 Penalty: 3820.467773
	Iteration 39Q: 3 clusters Score -243064.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -243064.843750 Penalty: 3820.467773
	Iteration 40F: 3 clusters Score -243064.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (14283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Entering Unmasked Estep 
Score: -1536116.375000 Penalty: 2372.572510
	Iteration 0F: 2 clusters Score -1536116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1525675.625000 Penalty: 4745.145020
	Iteration 0F: 3 clusters Score -1525676 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1529217.375000 Penalty: 4745.145020
	Iteration 1F: 3 clusters Score -1529217 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1529854.000000 Penalty: 4745.145020
	Iteration 2F: 3 clusters Score -1529854 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1530444.625000 Penalty: 4745.145020
	Iteration 3F: 3 clusters Score -1530445 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1530981.000000 Penalty: 4745.145020
	Iteration 4F: 3 clusters Score -1530981 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1531504.500000 Penalty: 4745.145020
	Iteration 5F: 3 clusters Score -1531504 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1532027.125000 Penalty: 4745.145020
	Iteration 6F: 3 clusters Score -1532027 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1532511.000000 Penalty: 4745.145020
	Iteration 7F: 3 clusters Score -1532511 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1532987.000000 Penalty: 4745.145020
	Iteration 8Q: 3 clusters Score -1532987 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1533449.625000 Penalty: 4745.145020
	Iteration 9Q: 3 clusters Score -1533450 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1533818.125000 Penalty: 4745.145020
	Iteration 10Q: 3 clusters Score -1533818 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1534098.500000 Penalty: 4745.145020
	Iteration 11Q: 3 clusters Score -1534098 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1534312.000000 Penalty: 4745.145020
	Iteration 12Q: 3 clusters Score -1534312 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1534456.375000 Penalty: 4745.145020
	Iteration 13Q: 3 clusters Score -1534456 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1534557.375000 Penalty: 4745.145020
	Iteration 14Q: 3 clusters Score -1534557 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1534660.500000 Penalty: 4745.145020
	Iteration 15Q: 3 clusters Score -1534660 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1534746.250000 Penalty: 4745.145020
	Iteration 16Q: 3 clusters Score -1534746 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1534824.125000 Penalty: 4745.145020
	Iteration 17Q: 3 clusters Score -1534824 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1534897.625000 Penalty: 4745.145020
	Iteration 18Q: 3 clusters Score -1534898 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1534968.625000 Penalty: 4745.145020
	Iteration 19Q: 3 clusters Score -1534969 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1535028.250000 Penalty: 4745.145020
	Iteration 20F: 3 clusters Score -1535028 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1535092.125000 Penalty: 4745.145020
	Iteration 21Q: 3 clusters Score -1535092 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1535136.750000 Penalty: 4745.145020
	Iteration 22Q: 3 clusters Score -1535137 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1535165.500000 Penalty: 4745.145020
	Iteration 23Q: 3 clusters Score -1535166 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1535184.875000 Penalty: 4745.145020
	Iteration 24Q: 3 clusters Score -1535185 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1535195.000000 Penalty: 4745.145020
	Iteration 25Q: 3 clusters Score -1535195 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1535218.625000 Penalty: 4745.145020
	Iteration 26Q: 3 clusters Score -1535219 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -1535229.625000 Penalty: 4745.145020
	Iteration 27Q: 3 clusters Score -1535230 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -1535234.000000 Penalty: 4745.145020
	Iteration 28Q: 3 clusters Score -1535234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1535243.250000 Penalty: 4745.145020
	Iteration 29Q: 3 clusters Score -1535243 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1535243.125000 Penalty: 4745.145020
	Iteration 30Q: 3 clusters Score -1535243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1535245.500000 Penalty: 4745.145020
	Iteration 31Q: 3 clusters Score -1535246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1535254.750000 Penalty: 4745.145020
	Iteration 32Q: 3 clusters Score -1535255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -1535257.000000 Penalty: 4745.145020
	Iteration 33Q: 3 clusters Score -1535257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -1535256.125000 Penalty: 4745.145020
	Iteration 34Q: 3 clusters Score -1535256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1535263.375000 Penalty: 4745.145020
	Iteration 35Q: 3 clusters Score -1535263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1535267.250000 Penalty: 4745.145020
	Iteration 36Q: 3 clusters Score -1535267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -1535268.625000 Penalty: 4745.145020
	Iteration 37Q: 3 clusters Score -1535269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1535264.875000 Penalty: 4745.145020
	Iteration 38Q: 3 clusters Score -1535265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1535270.125000 Penalty: 4745.145020
	Iteration 39Q: 3 clusters Score -1535270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -1535271.500000 Penalty: 4745.145020
	Iteration 40F: 3 clusters Score -1535272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1535272.125000 Penalty: 4745.145020
	Iteration 41Q: 3 clusters Score -1535272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1535275.625000 Penalty: 4745.145020
	Iteration 42Q: 3 clusters Score -1535276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1535278.375000 Penalty: 4745.145020
	Iteration 43Q: 3 clusters Score -1535278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1535278.375000 Penalty: 4745.145020
	Iteration 44F: 3 clusters Score -1535278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (22763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Entering Unmasked Estep 
Score: -2385046.750000 Penalty: 2488.156982
	Iteration 0F: 2 clusters Score -2385047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -2369156.000000 Penalty: 4976.313965
	Iteration 0F: 3 clusters Score -2369156 nChanged 10096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -2374802.500000 Penalty: 4976.313965
	Iteration 1F: 3 clusters Score -2374802 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -2375435.250000 Penalty: 4976.313965
	Iteration 2F: 3 clusters Score -2375435 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -2376087.000000 Penalty: 4976.313965
	Iteration 3F: 3 clusters Score -2376087 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2376930.000000 Penalty: 4976.313965
	Iteration 4F: 3 clusters Score -2376930 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -2377982.000000 Penalty: 4976.313965
	Iteration 5F: 3 clusters Score -2377982 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2379114.000000 Penalty: 4976.313965
	Iteration 6F: 3 clusters Score -2379114 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -2380183.500000 Penalty: 4976.313965
	Iteration 7F: 3 clusters Score -2380184 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -2381096.250000 Penalty: 4976.313965
	Iteration 8Q: 3 clusters Score -2381096 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -2381702.000000 Penalty: 4976.313965
	Iteration 9Q: 3 clusters Score -2381702 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -2382110.250000 Penalty: 4976.313965
	Iteration 10Q: 3 clusters Score -2382110 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -2382384.000000 Penalty: 4976.313965
	Iteration 11Q: 3 clusters Score -2382384 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -2382608.500000 Penalty: 4976.313965
	Iteration 12Q: 3 clusters Score -2382608 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -2382743.500000 Penalty: 4976.313965
	Iteration 13Q: 3 clusters Score -2382744 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -2382835.250000 Penalty: 4976.313965
	Iteration 14Q: 3 clusters Score -2382835 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -2382896.000000 Penalty: 4976.313965
	Iteration 15Q: 3 clusters Score -2382896 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -2382937.000000 Penalty: 4976.313965
	Iteration 16Q: 3 clusters Score -2382937 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -2382966.500000 Penalty: 4976.313965
	Iteration 17Q: 3 clusters Score -2382966 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -2382993.250000 Penalty: 4976.313965
	Iteration 18Q: 3 clusters Score -2382993 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -2383011.250000 Penalty: 4976.313965
	Iteration 19Q: 3 clusters Score -2383011 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -2383022.750000 Penalty: 4976.313965
	Iteration 20F: 3 clusters Score -2383023 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -2383036.500000 Penalty: 4976.313965
	Iteration 21Q: 3 clusters Score -2383036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -2383048.500000 Penalty: 4976.313965
	Iteration 22Q: 3 clusters Score -2383048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -2383053.250000 Penalty: 4976.313965
	Iteration 23Q: 3 clusters Score -2383053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -2383053.750000 Penalty: 4976.313965
	Iteration 24Q: 3 clusters Score -2383054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -2383052.750000 Penalty: 4976.313965
	Iteration 25Q: 3 clusters Score -2383053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -2383051.250000 Penalty: 4976.313965
	Iteration 26Q: 3 clusters Score -2383051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -2383056.000000 Penalty: 4976.313965
	Iteration 27Q: 3 clusters Score -2383056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -2383058.750000 Penalty: 4976.313965
	Iteration 28Q: 3 clusters Score -2383059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -2383057.250000 Penalty: 4976.313965
	Iteration 29Q: 3 clusters Score -2383057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -2383058.750000 Penalty: 4976.313965
	Iteration 30Q: 3 clusters Score -2383059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -2383062.500000 Penalty: 4976.313965
	Iteration 31Q: 3 clusters Score -2383062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -2383063.750000 Penalty: 4976.313965
	Iteration 32Q: 3 clusters Score -2383064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -2383066.750000 Penalty: 4976.313965
	Iteration 33Q: 3 clusters Score -2383067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -2383066.750000 Penalty: 4976.313965
	Iteration 34F: 3 clusters Score -2383067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Entering Unmasked Estep 
Score: -326544.218750 Penalty: 1990.975952
	Iteration 0F: 2 clusters Score -326544.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -323244.375000 Penalty: 3981.951904
	Iteration 0F: 3 clusters Score -323244.4 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -323916.062500 Penalty: 3981.951904
	Iteration 1F: 3 clusters Score -323916.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -324053.500000 Penalty: 3981.951904
	Iteration 2F: 3 clusters Score -324053.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -324143.843750 Penalty: 3981.951904
	Iteration 3Q: 3 clusters Score -324143.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -324204.968750 Penalty: 3981.951904
	Iteration 4Q: 3 clusters Score -324205 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -324236.781250 Penalty: 3981.951904
	Iteration 5Q: 3 clusters Score -324236.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -324267.562500 Penalty: 3981.951904
	Iteration 6Q: 3 clusters Score -324267.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -324298.906250 Penalty: 3981.951904
	Iteration 7Q: 3 clusters Score -324298.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -324333.593750 Penalty: 3981.951904
	Iteration 8Q: 3 clusters Score -324333.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -324363.531250 Penalty: 3981.951904
	Iteration 9Q: 3 clusters Score -324363.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -324392.156250 Penalty: 3981.951904
	Iteration 10Q: 3 clusters Score -324392.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -324422.093750 Penalty: 3981.951904
	Iteration 11Q: 3 clusters Score -324422.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -324456.343750 Penalty: 3981.951904
	Iteration 12Q: 3 clusters Score -324456.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -324479.375000 Penalty: 3981.951904
	Iteration 13Q: 3 clusters Score -324479.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -324499.031250 Penalty: 3981.951904
	Iteration 14Q: 3 clusters Score -324499 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -324519.312500 Penalty: 3981.951904
	Iteration 15Q: 3 clusters Score -324519.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -324533.531250 Penalty: 3981.951904
	Iteration 16Q: 3 clusters Score -324533.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -324545.968750 Penalty: 3981.951904
	Iteration 17Q: 3 clusters Score -324546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -324559.812500 Penalty: 3981.951904
	Iteration 18Q: 3 clusters Score -324559.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -324572.812500 Penalty: 3981.951904
	Iteration 19Q: 3 clusters Score -324572.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -324584.781250 Penalty: 3981.951904
	Iteration 20F: 3 clusters Score -324584.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -324595.062500 Penalty: 3981.951904
	Iteration 21Q: 3 clusters Score -324595.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -324608.093750 Penalty: 3981.951904
	Iteration 22Q: 3 clusters Score -324608.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -324621.062500 Penalty: 3981.951904
	Iteration 23Q: 3 clusters Score -324621.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -324632.437500 Penalty: 3981.951904
	Iteration 24Q: 3 clusters Score -324632.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -324639.843750 Penalty: 3981.951904
	Iteration 25Q: 3 clusters Score -324639.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -324644.062500 Penalty: 3981.951904
	Iteration 26Q: 3 clusters Score -324644.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -324651.812500 Penalty: 3981.951904
	Iteration 27Q: 3 clusters Score -324651.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -324658.156250 Penalty: 3981.951904
	Iteration 28Q: 3 clusters Score -324658.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -324665.906250 Penalty: 3981.951904
	Iteration 29Q: 3 clusters Score -324665.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -324674.906250 Penalty: 3981.951904
	Iteration 30Q: 3 clusters Score -324674.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -324684.156250 Penalty: 3981.951904
	Iteration 31Q: 3 clusters Score -324684.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -324692.125000 Penalty: 3981.951904
	Iteration 32Q: 3 clusters Score -324692.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -324701.125000 Penalty: 3981.951904
	Iteration 33Q: 3 clusters Score -324701.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -324713.250000 Penalty: 3981.951904
	Iteration 34Q: 3 clusters Score -324713.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -324722.562500 Penalty: 3981.951904
	Iteration 35Q: 3 clusters Score -324722.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -324734.125000 Penalty: 3981.951904
	Iteration 36Q: 3 clusters Score -324734.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -324744.218750 Penalty: 3981.951904
	Iteration 37Q: 3 clusters Score -324744.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -324753.062500 Penalty: 3981.951904
	Iteration 38Q: 3 clusters Score -324753.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -324761.437500 Penalty: 3981.951904
	Iteration 39Q: 3 clusters Score -324761.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -324771.156250 Penalty: 3981.951904
	Iteration 40F: 3 clusters Score -324771.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -324779.562500 Penalty: 3981.951904
	Iteration 41Q: 3 clusters Score -324779.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -324787.250000 Penalty: 3981.951904
	Iteration 42Q: 3 clusters Score -324787.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -324791.531250 Penalty: 3981.951904
	Iteration 43Q: 3 clusters Score -324791.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -324795.250000 Penalty: 3981.951904
	Iteration 44Q: 3 clusters Score -324795.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -324799.562500 Penalty: 3981.951904
	Iteration 45Q: 3 clusters Score -324799.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -324803.375000 Penalty: 3981.951904
	Iteration 46Q: 3 clusters Score -324803.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -324807.843750 Penalty: 3981.951904
	Iteration 47Q: 3 clusters Score -324807.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -324811.187500 Penalty: 3981.951904
	Iteration 48Q: 3 clusters Score -324811.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -324814.031250 Penalty: 3981.951904
	Iteration 49Q: 3 clusters Score -324814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -324815.593750 Penalty: 3981.951904
	Iteration 50Q: 3 clusters Score -324815.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -324816.250000 Penalty: 3981.951904
	Iteration 51Q: 3 clusters Score -324816.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -324817.343750 Penalty: 3981.951904
	Iteration 52Q: 3 clusters Score -324817.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -324819.031250 Penalty: 3981.951904
	Iteration 53Q: 3 clusters Score -324819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -324821.093750 Penalty: 3981.951904
	Iteration 54Q: 3 clusters Score -324821.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -324823.562500 Penalty: 3981.951904
	Iteration 55Q: 3 clusters Score -324823.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -324824.343750 Penalty: 3981.951904
	Iteration 56Q: 3 clusters Score -324824.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -324825.593750 Penalty: 3981.951904
	Iteration 57Q: 3 clusters Score -324825.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -324827.312500 Penalty: 3981.951904
	Iteration 58Q: 3 clusters Score -324827.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -324828.125000 Penalty: 3981.951904
	Iteration 59Q: 3 clusters Score -324828.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -324828.875000 Penalty: 3981.951904
	Iteration 60F: 3 clusters Score -324828.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -324831.875000 Penalty: 3981.951904
	Iteration 61Q: 3 clusters Score -324831.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -324836.125000 Penalty: 3981.951904
	Iteration 62Q: 3 clusters Score -324836.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -324840.093750 Penalty: 3981.951904
	Iteration 63Q: 3 clusters Score -324840.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -324847.312500 Penalty: 3981.951904
	Iteration 64Q: 3 clusters Score -324847.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -324854.875000 Penalty: 3981.951904
	Iteration 65Q: 3 clusters Score -324854.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -324862.718750 Penalty: 3981.951904
	Iteration 66Q: 3 clusters Score -324862.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -324874.906250 Penalty: 3981.951904
	Iteration 67Q: 3 clusters Score -324874.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -324888.968750 Penalty: 3981.951904
	Iteration 68Q: 3 clusters Score -324889 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -324901.625000 Penalty: 3981.951904
	Iteration 69Q: 3 clusters Score -324901.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -324913.593750 Penalty: 3981.951904
	Iteration 70Q: 3 clusters Score -324913.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -324923.156250 Penalty: 3981.951904
	Iteration 71Q: 3 clusters Score -324923.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -324933.875000 Penalty: 3981.951904
	Iteration 72Q: 3 clusters Score -324933.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -324945.750000 Penalty: 3981.951904
	Iteration 73Q: 3 clusters Score -324945.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -324965.000000 Penalty: 3981.951904
	Iteration 74Q: 3 clusters Score -324965 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -324989.281250 Penalty: 3981.951904
	Iteration 75Q: 3 clusters Score -324989.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -325021.000000 Penalty: 3981.951904
	Iteration 76Q: 3 clusters Score -325021 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -325059.187500 Penalty: 3981.951904
	Iteration 77Q: 3 clusters Score -325059.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -325107.125000 Penalty: 3981.951904
	Iteration 78Q: 3 clusters Score -325107.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -325180.125000 Penalty: 3981.951904
	Iteration 79Q: 3 clusters Score -325180.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -325295.468750 Penalty: 3981.951904
	Iteration 80F: 3 clusters Score -325295.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -325417.906250 Penalty: 3981.951904
	Iteration 81Q: 3 clusters Score -325417.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -325523.968750 Penalty: 3981.951904
	Iteration 82Q: 3 clusters Score -325524 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -325623.875000 Penalty: 3981.951904
	Iteration 83Q: 3 clusters Score -325623.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -325721.531250 Penalty: 3981.951904
	Iteration 84Q: 3 clusters Score -325721.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -325801.375000 Penalty: 3981.951904
	Iteration 85Q: 3 clusters Score -325801.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -325909.156250 Penalty: 3981.951904
	Iteration 86Q: 3 clusters Score -325909.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -326097.781250 Penalty: 3981.951904
	Iteration 87Q: 3 clusters Score -326097.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -326228.125000 Penalty: 3981.951904
	Iteration 88Q: 3 clusters Score -326228.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -326250.781250 Penalty: 3981.951904
	Iteration 89Q: 3 clusters Score -326250.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -326257.750000 Penalty: 3981.951904
	Iteration 90Q: 3 clusters Score -326257.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -326263.093750 Penalty: 3981.951904
	Iteration 91Q: 3 clusters Score -326263.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -326267.843750 Penalty: 3981.951904
	Iteration 92Q: 3 clusters Score -326267.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -326269.062500 Penalty: 3981.951904
	Iteration 93Q: 3 clusters Score -326269.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -326269.062500 Penalty: 3981.951904
	Iteration 94F: 3 clusters Score -326269.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (13480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Entering Unmasked Estep 
Score: -1420029.875000 Penalty: 2358.222656
	Iteration 0F: 2 clusters Score -1420030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1410077.375000 Penalty: 4716.445312
	Iteration 0F: 3 clusters Score -1410077 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1413160.375000 Penalty: 4716.445312
	Iteration 1F: 3 clusters Score -1413160 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1413513.000000 Penalty: 4716.445312
	Iteration 2F: 3 clusters Score -1413513 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1413769.750000 Penalty: 4716.445312
	Iteration 3Q: 3 clusters Score -1413770 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1413975.125000 Penalty: 4716.445312
	Iteration 4Q: 3 clusters Score -1413975 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1414161.875000 Penalty: 4716.445312
	Iteration 5Q: 3 clusters Score -1414162 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1414316.250000 Penalty: 4716.445312
	Iteration 6Q: 3 clusters Score -1414316 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1414499.375000 Penalty: 4716.445312
	Iteration 7Q: 3 clusters Score -1414499 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1414701.500000 Penalty: 4716.445312
	Iteration 8Q: 3 clusters Score -1414702 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1414920.875000 Penalty: 4716.445312
	Iteration 9Q: 3 clusters Score -1414921 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1415165.250000 Penalty: 4716.445312
	Iteration 10Q: 3 clusters Score -1415165 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1415410.875000 Penalty: 4716.445312
	Iteration 11Q: 3 clusters Score -1415411 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1415654.250000 Penalty: 4716.445312
	Iteration 12Q: 3 clusters Score -1415654 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1415911.875000 Penalty: 4716.445312
	Iteration 13Q: 3 clusters Score -1415912 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1416148.125000 Penalty: 4716.445312
	Iteration 14Q: 3 clusters Score -1416148 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1416389.875000 Penalty: 4716.445312
	Iteration 15Q: 3 clusters Score -1416390 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1416598.875000 Penalty: 4716.445312
	Iteration 16Q: 3 clusters Score -1416599 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1416767.625000 Penalty: 4716.445312
	Iteration 17Q: 3 clusters Score -1416768 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1416914.625000 Penalty: 4716.445312
	Iteration 18Q: 3 clusters Score -1416915 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1417046.750000 Penalty: 4716.445312
	Iteration 19Q: 3 clusters Score -1417047 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1417162.000000 Penalty: 4716.445312
	Iteration 20F: 3 clusters Score -1417162 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1417256.750000 Penalty: 4716.445312
	Iteration 21Q: 3 clusters Score -1417257 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1417350.250000 Penalty: 4716.445312
	Iteration 22Q: 3 clusters Score -1417350 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1417426.375000 Penalty: 4716.445312
	Iteration 23Q: 3 clusters Score -1417426 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1417498.125000 Penalty: 4716.445312
	Iteration 24Q: 3 clusters Score -1417498 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1417570.625000 Penalty: 4716.445312
	Iteration 25Q: 3 clusters Score -1417571 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1417625.000000 Penalty: 4716.445312
	Iteration 26Q: 3 clusters Score -1417625 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1417696.125000 Penalty: 4716.445312
	Iteration 27Q: 3 clusters Score -1417696 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1417755.625000 Penalty: 4716.445312
	Iteration 28Q: 3 clusters Score -1417756 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1417809.250000 Penalty: 4716.445312
	Iteration 29Q: 3 clusters Score -1417809 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1417844.500000 Penalty: 4716.445312
	Iteration 30Q: 3 clusters Score -1417844 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1417877.375000 Penalty: 4716.445312
	Iteration 31Q: 3 clusters Score -1417877 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1417906.625000 Penalty: 4716.445312
	Iteration 32Q: 3 clusters Score -1417907 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1417929.125000 Penalty: 4716.445312
	Iteration 33Q: 3 clusters Score -1417929 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1417949.750000 Penalty: 4716.445312
	Iteration 34Q: 3 clusters Score -1417950 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1417966.875000 Penalty: 4716.445312
	Iteration 35Q: 3 clusters Score -1417967 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1417972.000000 Penalty: 4716.445312
	Iteration 36Q: 3 clusters Score -1417972 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1417993.500000 Penalty: 4716.445312
	Iteration 37Q: 3 clusters Score -1417994 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1418004.875000 Penalty: 4716.445312
	Iteration 38Q: 3 clusters Score -1418005 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1418017.250000 Penalty: 4716.445312
	Iteration 39Q: 3 clusters Score -1418017 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1418028.000000 Penalty: 4716.445312
	Iteration 40F: 3 clusters Score -1418028 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1418043.625000 Penalty: 4716.445312
	Iteration 41Q: 3 clusters Score -1418044 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1418049.375000 Penalty: 4716.445312
	Iteration 42Q: 3 clusters Score -1418049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1418053.625000 Penalty: 4716.445312
	Iteration 43Q: 3 clusters Score -1418054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1418062.000000 Penalty: 4716.445312
	Iteration 44Q: 3 clusters Score -1418062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1418063.375000 Penalty: 4716.445312
	Iteration 45Q: 3 clusters Score -1418063 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1418069.250000 Penalty: 4716.445312
	Iteration 46Q: 3 clusters Score -1418069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1418075.250000 Penalty: 4716.445312
	Iteration 47Q: 3 clusters Score -1418075 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1418080.875000 Penalty: 4716.445312
	Iteration 48Q: 3 clusters Score -1418081 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1418088.375000 Penalty: 4716.445312
	Iteration 49Q: 3 clusters Score -1418088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1418092.125000 Penalty: 4716.445312
	Iteration 50Q: 3 clusters Score -1418092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1418100.875000 Penalty: 4716.445312
	Iteration 51Q: 3 clusters Score -1418101 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1418104.875000 Penalty: 4716.445312
	Iteration 52Q: 3 clusters Score -1418105 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1418111.375000 Penalty: 4716.445312
	Iteration 53Q: 3 clusters Score -1418111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1418116.875000 Penalty: 4716.445312
	Iteration 54Q: 3 clusters Score -1418117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1418114.250000 Penalty: 4716.445312
	Iteration 55Q: 3 clusters Score -1418114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1418120.375000 Penalty: 4716.445312
	Iteration 56Q: 3 clusters Score -1418120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1418126.625000 Penalty: 4716.445312
	Iteration 57Q: 3 clusters Score -1418127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1418127.625000 Penalty: 4716.445312
	Iteration 58Q: 3 clusters Score -1418128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1418127.000000 Penalty: 4716.445312
	Iteration 59Q: 3 clusters Score -1418127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1418127.750000 Penalty: 4716.445312
	Iteration 60F: 3 clusters Score -1418128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1418128.625000 Penalty: 4716.445312
	Iteration 61Q: 3 clusters Score -1418129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1418129.875000 Penalty: 4716.445312
	Iteration 62Q: 3 clusters Score -1418130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1418132.625000 Penalty: 4716.445312
	Iteration 63Q: 3 clusters Score -1418133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1418132.625000 Penalty: 4716.445312
	Iteration 64Q: 3 clusters Score -1418133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1418131.125000 Penalty: 4716.445312
	Iteration 65Q: 3 clusters Score -1418131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1418133.250000 Penalty: 4716.445312
	Iteration 66Q: 3 clusters Score -1418133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1418132.375000 Penalty: 4716.445312
	Iteration 67Q: 3 clusters Score -1418132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1418134.125000 Penalty: 4716.445312
	Iteration 68Q: 3 clusters Score -1418134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1418136.250000 Penalty: 4716.445312
	Iteration 69Q: 3 clusters Score -1418136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1418138.750000 Penalty: 4716.445312
	Iteration 70Q: 3 clusters Score -1418139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1418136.125000 Penalty: 4716.445312
	Iteration 71Q: 3 clusters Score -1418136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1418138.250000 Penalty: 4716.445312
	Iteration 72Q: 3 clusters Score -1418138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1418137.750000 Penalty: 4716.445312
	Iteration 73Q: 3 clusters Score -1418138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1418142.625000 Penalty: 4716.445312
	Iteration 74Q: 3 clusters Score -1418143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1418147.625000 Penalty: 4716.445312
	Iteration 75Q: 3 clusters Score -1418148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1418147.375000 Penalty: 4716.445312
	Iteration 76Q: 3 clusters Score -1418147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1418146.125000 Penalty: 4716.445312
	Iteration 77Q: 3 clusters Score -1418146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1418146.750000 Penalty: 4716.445312
	Iteration 78Q: 3 clusters Score -1418147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1418146.625000 Penalty: 4716.445312
	Iteration 79Q: 3 clusters Score -1418147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1418148.375000 Penalty: 4716.445312
	Iteration 80F: 3 clusters Score -1418148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (8059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Entering Unmasked Estep 
Score: -852288.062500 Penalty: 2230.647217
	Iteration 0F: 2 clusters Score -852288.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -845840.062500 Penalty: 4461.294434
	Iteration 0F: 3 clusters Score -845840.1 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -847611.687500 Penalty: 4461.294434
	Iteration 1F: 3 clusters Score -847611.7 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -847943.187500 Penalty: 4461.294434
	Iteration 2F: 3 clusters Score -847943.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -848285.875000 Penalty: 4461.294434
	Iteration 3F: 3 clusters Score -848285.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -848671.812500 Penalty: 4461.294434
	Iteration 4F: 3 clusters Score -848671.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -849088.687500 Penalty: 4461.294434
	Iteration 5F: 3 clusters Score -849088.7 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -849565.000000 Penalty: 4461.294434
	Iteration 6F: 3 clusters Score -849565 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -850095.750000 Penalty: 4461.294434
	Iteration 7F: 3 clusters Score -850095.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -850699.250000 Penalty: 4461.294434
	Iteration 8F: 3 clusters Score -850699.2 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -851310.312500 Penalty: 4461.294434
	Iteration 9F: 3 clusters Score -851310.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -851844.062500 Penalty: 4461.294434
	Iteration 10F: 3 clusters Score -851844.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -852224.875000 Penalty: 4461.294434
	Iteration 11Q: 3 clusters Score -852224.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -852478.312500 Penalty: 4461.294434
	Iteration 12Q: 3 clusters Score -852478.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -852643.000000 Penalty: 4461.294434
	Iteration 13Q: 3 clusters Score -852643 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -852712.000000 Penalty: 4461.294434
	Iteration 14Q: 3 clusters Score -852712 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -852737.500000 Penalty: 4461.294434
	Iteration 15Q: 3 clusters Score -852737.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -852753.562500 Penalty: 4461.294434
	Iteration 16Q: 3 clusters Score -852753.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -852757.062500 Penalty: 4461.294434
	Iteration 17Q: 3 clusters Score -852757.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -852757.250000 Penalty: 4461.294434
	Iteration 18Q: 3 clusters Score -852757.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -852760.562500 Penalty: 4461.294434
	Iteration 19Q: 3 clusters Score -852760.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -852760.687500 Penalty: 4461.294434
	Iteration 20F: 3 clusters Score -852760.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156939 members 
Mstep: Class 2 contains 2991 members 
Mstep: Class 3 contains 11862 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24800 members 
Mstep: Class 6 contains 72595 members 
Mstep: Class 7 contains 12312 members 
Mstep: Class 8 contains 1693 members 
Mstep: Class 9 contains 182233 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60108 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43664 members 
Mstep: Class 15 contains 12204 members 
Mstep: Class 16 contains 7538 members 
Mstep: Class 17 contains 25156 members 
Mstep: Class 18 contains 104215 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 38318 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9023 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14283 members 
Mstep: Class 29 contains 22763 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13480 members 
Mstep: Class 32 contains 2705 members 
Mstep: Class 33 contains 67935 members 
Mstep: Class 34 contains 26185 members 
Mstep: Class 35 contains 15211 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18935 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14171 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18810 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33321 members 
Mstep: Class 52 contains 7787 members 
Mstep: Class 53 contains 5354 members 
Entering Unmasked Estep 
Score: -115181696.000000 Penalty: 182896.359375
Splitting cluster 32 changes total score from -115182256.000000 to -115181696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (67935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67935 members 
Entering Unmasked Estep 
Score: -7320867.500000 Penalty: 2759.323975
	Iteration 0F: 2 clusters Score -7320868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -7275425.500000 Penalty: 5518.647949
	Iteration 0F: 3 clusters Score -7275426 nChanged 31715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33188 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -7293889.500000 Penalty: 5518.647949
	Iteration 1F: 3 clusters Score -7293890 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -7295368.000000 Penalty: 5518.647949
	Iteration 2Q: 3 clusters Score -7295368 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 35063 members 
Entering Unmasked Estep 
Score: -7297275.000000 Penalty: 5518.647949
	Iteration 3F: 3 clusters Score -7297275 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32763 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -7299599.500000 Penalty: 5518.647949
	Iteration 4F: 3 clusters Score -7299600 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 35337 members 
Entering Unmasked Estep 
Score: -7302031.000000 Penalty: 5518.647949
	Iteration 5F: 3 clusters Score -7302031 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 35800 members 
Entering Unmasked Estep 
Score: -7304170.000000 Penalty: 5518.647949
	Iteration 6F: 3 clusters Score -7304170 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 36681 members 
Entering Unmasked Estep 
Score: -7305934.000000 Penalty: 5518.647949
	Iteration 7F: 3 clusters Score -7305934 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -7307385.500000 Penalty: 5518.647949
	Iteration 8Q: 3 clusters Score -7307386 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -7308728.000000 Penalty: 5518.647949
	Iteration 9Q: 3 clusters Score -7308728 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 41527 members 
Entering Unmasked Estep 
Score: -7310106.500000 Penalty: 5518.647949
	Iteration 10Q: 3 clusters Score -7310106 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 43499 members 
Entering Unmasked Estep 
Score: -7311354.500000 Penalty: 5518.647949
	Iteration 11Q: 3 clusters Score -7311354 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 45573 members 
Entering Unmasked Estep 
Score: -7312601.000000 Penalty: 5518.647949
	Iteration 12Q: 3 clusters Score -7312601 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 47576 members 
Entering Unmasked Estep 
Score: -7313749.500000 Penalty: 5518.647949
	Iteration 13Q: 3 clusters Score -7313750 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 49484 members 
Entering Unmasked Estep 
Score: -7314672.000000 Penalty: 5518.647949
	Iteration 14Q: 3 clusters Score -7314672 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 51254 members 
Entering Unmasked Estep 
Score: -7315442.500000 Penalty: 5518.647949
	Iteration 15Q: 3 clusters Score -7315442 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 52942 members 
Entering Unmasked Estep 
Score: -7316195.000000 Penalty: 5518.647949
	Iteration 16Q: 3 clusters Score -7316195 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 54545 members 
Entering Unmasked Estep 
Score: -7316879.500000 Penalty: 5518.647949
	Iteration 17Q: 3 clusters Score -7316880 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 56008 members 
Entering Unmasked Estep 
Score: -7317457.000000 Penalty: 5518.647949
	Iteration 18Q: 3 clusters Score -7317457 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 57307 members 
Entering Unmasked Estep 
Score: -7317964.500000 Penalty: 5518.647949
	Iteration 19Q: 3 clusters Score -7317964 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 58411 members 
Entering Unmasked Estep 
Score: -7318325.000000 Penalty: 5518.647949
	Iteration 20F: 3 clusters Score -7318325 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 59344 members 
Entering Unmasked Estep 
Score: -7318619.500000 Penalty: 5518.647949
	Iteration 21Q: 3 clusters Score -7318620 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 60124 members 
Entering Unmasked Estep 
Score: -7318822.000000 Penalty: 5518.647949
	Iteration 22Q: 3 clusters Score -7318822 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 60757 members 
Entering Unmasked Estep 
Score: -7318995.000000 Penalty: 5518.647949
	Iteration 23Q: 3 clusters Score -7318995 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 61256 members 
Entering Unmasked Estep 
Score: -7319120.500000 Penalty: 5518.647949
	Iteration 24Q: 3 clusters Score -7319120 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 61665 members 
Entering Unmasked Estep 
Score: -7319203.500000 Penalty: 5518.647949
	Iteration 25Q: 3 clusters Score -7319204 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 62035 members 
Entering Unmasked Estep 
Score: -7319268.000000 Penalty: 5518.647949
	Iteration 26Q: 3 clusters Score -7319268 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 62327 members 
Entering Unmasked Estep 
Score: -7319347.000000 Penalty: 5518.647949
	Iteration 27Q: 3 clusters Score -7319347 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 62575 members 
Entering Unmasked Estep 
Score: -7319387.500000 Penalty: 5518.647949
	Iteration 28Q: 3 clusters Score -7319388 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 62768 members 
Entering Unmasked Estep 
Score: -7319438.500000 Penalty: 5518.647949
	Iteration 29Q: 3 clusters Score -7319438 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 62947 members 
Entering Unmasked Estep 
Score: -7319463.500000 Penalty: 5518.647949
	Iteration 30Q: 3 clusters Score -7319464 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 63094 members 
Entering Unmasked Estep 
Score: -7319500.500000 Penalty: 5518.647949
	Iteration 31Q: 3 clusters Score -7319500 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 63208 members 
Entering Unmasked Estep 
Score: -7319532.500000 Penalty: 5518.647949
	Iteration 32Q: 3 clusters Score -7319532 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 63321 members 
Entering Unmasked Estep 
Score: -7319558.500000 Penalty: 5518.647949
	Iteration 33Q: 3 clusters Score -7319558 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 63418 members 
Entering Unmasked Estep 
Score: -7319595.500000 Penalty: 5518.647949
	Iteration 34Q: 3 clusters Score -7319596 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 63494 members 
Entering Unmasked Estep 
Score: -7319600.500000 Penalty: 5518.647949
	Iteration 35Q: 3 clusters Score -7319600 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 63547 members 
Entering Unmasked Estep 
Score: -7319595.000000 Penalty: 5518.647949
	Iteration 36Q: 3 clusters Score -7319595 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 63588 members 
Entering Unmasked Estep 
Score: -7319604.000000 Penalty: 5518.647949
	Iteration 37Q: 3 clusters Score -7319604 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 63624 members 
Entering Unmasked Estep 
Score: -7319597.500000 Penalty: 5518.647949
	Iteration 38Q: 3 clusters Score -7319598 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 63659 members 
Entering Unmasked Estep 
Score: -7319606.500000 Penalty: 5518.647949
	Iteration 39Q: 3 clusters Score -7319606 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 63688 members 
Entering Unmasked Estep 
Score: -7319610.500000 Penalty: 5518.647949
	Iteration 40F: 3 clusters Score -7319610 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 63714 members 
Entering Unmasked Estep 
Score: -7319612.500000 Penalty: 5518.647949
	Iteration 41Q: 3 clusters Score -7319612 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 63740 members 
Entering Unmasked Estep 
Score: -7319617.500000 Penalty: 5518.647949
	Iteration 42Q: 3 clusters Score -7319618 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 63758 members 
Entering Unmasked Estep 
Score: -7319612.500000 Penalty: 5518.647949
	Iteration 43Q: 3 clusters Score -7319612 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 63781 members 
Entering Unmasked Estep 
Score: -7319610.000000 Penalty: 5518.647949
	Iteration 44Q: 3 clusters Score -7319610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 63801 members 
Entering Unmasked Estep 
Score: -7319610.000000 Penalty: 5518.647949
	Iteration 45Q: 3 clusters Score -7319610 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 63822 members 
Entering Unmasked Estep 
Score: -7319623.500000 Penalty: 5518.647949
	Iteration 46Q: 3 clusters Score -7319624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 63842 members 
Entering Unmasked Estep 
Score: -7319619.500000 Penalty: 5518.647949
	Iteration 47Q: 3 clusters Score -7319620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 63859 members 
Entering Unmasked Estep 
Score: -7319630.000000 Penalty: 5518.647949
	Iteration 48Q: 3 clusters Score -7319630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 63873 members 
Entering Unmasked Estep 
Score: -7319636.000000 Penalty: 5518.647949
	Iteration 49Q: 3 clusters Score -7319636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 63882 members 
Entering Unmasked Estep 
Score: -7319629.500000 Penalty: 5518.647949
	Iteration 50Q: 3 clusters Score -7319630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 63895 members 
Entering Unmasked Estep 
Score: -7319613.000000 Penalty: 5518.647949
	Iteration 51Q: 3 clusters Score -7319613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 63905 members 
Entering Unmasked Estep 
Score: -7319622.000000 Penalty: 5518.647949
	Iteration 52Q: 3 clusters Score -7319622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 63917 members 
Entering Unmasked Estep 
Score: -7319646.500000 Penalty: 5518.647949
	Iteration 53Q: 3 clusters Score -7319646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 63927 members 
Entering Unmasked Estep 
Score: -7319643.500000 Penalty: 5518.647949
	Iteration 54Q: 3 clusters Score -7319644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 63936 members 
Entering Unmasked Estep 
Score: -7319647.500000 Penalty: 5518.647949
	Iteration 55Q: 3 clusters Score -7319648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 63942 members 
Entering Unmasked Estep 
Score: -7319637.500000 Penalty: 5518.647949
	Iteration 56Q: 3 clusters Score -7319638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 63945 members 
Entering Unmasked Estep 
Score: -7319640.500000 Penalty: 5518.647949
	Iteration 57Q: 3 clusters Score -7319640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 63950 members 
Entering Unmasked Estep 
Score: -7319639.500000 Penalty: 5518.647949
	Iteration 58Q: 3 clusters Score -7319640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 63954 members 
Entering Unmasked Estep 
Score: -7319639.500000 Penalty: 5518.647949
	Iteration 59Q: 3 clusters Score -7319640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 63955 members 
Entering Unmasked Estep 
Score: -7319645.500000 Penalty: 5518.647949
	Iteration 60F: 3 clusters Score -7319646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (26185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Entering Unmasked Estep 
Score: -2815198.000000 Penalty: 2522.889648
	Iteration 0F: 2 clusters Score -2815198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -2797084.000000 Penalty: 5045.779297
	Iteration 0F: 3 clusters Score -2797084 nChanged 11731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -2803336.500000 Penalty: 5045.779297
	Iteration 1F: 3 clusters Score -2803336 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -2803835.750000 Penalty: 5045.779297
	Iteration 2F: 3 clusters Score -2803836 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -2804350.750000 Penalty: 5045.779297
	Iteration 3Q: 3 clusters Score -2804351 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -2805080.250000 Penalty: 5045.779297
	Iteration 4Q: 3 clusters Score -2805080 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -2805978.750000 Penalty: 5045.779297
	Iteration 5F: 3 clusters Score -2805979 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -2806811.250000 Penalty: 5045.779297
	Iteration 6F: 3 clusters Score -2806811 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -2807665.000000 Penalty: 5045.779297
	Iteration 7F: 3 clusters Score -2807665 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -2808496.500000 Penalty: 5045.779297
	Iteration 8F: 3 clusters Score -2808496 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -2809170.000000 Penalty: 5045.779297
	Iteration 9Q: 3 clusters Score -2809170 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -2809641.250000 Penalty: 5045.779297
	Iteration 10Q: 3 clusters Score -2809641 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -2809987.750000 Penalty: 5045.779297
	Iteration 11Q: 3 clusters Score -2809988 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2810212.500000 Penalty: 5045.779297
	Iteration 12Q: 3 clusters Score -2810212 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -2810368.000000 Penalty: 5045.779297
	Iteration 13Q: 3 clusters Score -2810368 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -2810436.500000 Penalty: 5045.779297
	Iteration 14Q: 3 clusters Score -2810436 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -2810492.500000 Penalty: 5045.779297
	Iteration 15Q: 3 clusters Score -2810492 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -2810507.250000 Penalty: 5045.779297
	Iteration 16Q: 3 clusters Score -2810507 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -2810521.500000 Penalty: 5045.779297
	Iteration 17Q: 3 clusters Score -2810522 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -2810546.500000 Penalty: 5045.779297
	Iteration 18Q: 3 clusters Score -2810546 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -2810554.500000 Penalty: 5045.779297
	Iteration 19Q: 3 clusters Score -2810554 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -2810568.500000 Penalty: 5045.779297
	Iteration 20F: 3 clusters Score -2810568 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -2810579.000000 Penalty: 5045.779297
	Iteration 21Q: 3 clusters Score -2810579 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -2810584.250000 Penalty: 5045.779297
	Iteration 22Q: 3 clusters Score -2810584 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -2810602.500000 Penalty: 5045.779297
	Iteration 23Q: 3 clusters Score -2810602 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -2810608.500000 Penalty: 5045.779297
	Iteration 24Q: 3 clusters Score -2810608 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -2810613.250000 Penalty: 5045.779297
	Iteration 25Q: 3 clusters Score -2810613 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -2810627.500000 Penalty: 5045.779297
	Iteration 26Q: 3 clusters Score -2810628 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -2810629.500000 Penalty: 5045.779297
	Iteration 27Q: 3 clusters Score -2810630 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -2810635.500000 Penalty: 5045.779297
	Iteration 28Q: 3 clusters Score -2810636 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -2810650.500000 Penalty: 5045.779297
	Iteration 29Q: 3 clusters Score -2810650 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2810650 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -2810659.750000 Penalty: 5045.779297
	Iteration 31Q: 3 clusters Score -2810660 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -2810665.750000 Penalty: 5045.779297
	Iteration 32Q: 3 clusters Score -2810666 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -2810679.000000 Penalty: 5045.779297
	Iteration 33Q: 3 clusters Score -2810679 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -2810683.000000 Penalty: 5045.779297
	Iteration 34Q: 3 clusters Score -2810683 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -2810686.000000 Penalty: 5045.779297
	Iteration 35Q: 3 clusters Score -2810686 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2810684 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -2810705.000000 Penalty: 5045.779297
	Iteration 37Q: 3 clusters Score -2810705 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -2810720.250000 Penalty: 5045.779297
	Iteration 38Q: 3 clusters Score -2810720 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -2810738.000000 Penalty: 5045.779297
	Iteration 39Q: 3 clusters Score -2810738 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -2810758.500000 Penalty: 5045.779297
	Iteration 40F: 3 clusters Score -2810758 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -2810751.500000 Penalty: 5045.779297
	Iteration 41Q: 3 clusters Score -2810752 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -2810757.750000 Penalty: 5045.779297
	Iteration 42Q: 3 clusters Score -2810758 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -2810771.750000 Penalty: 5045.779297
	Iteration 43Q: 3 clusters Score -2810772 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2810788.000000 Penalty: 5045.779297
	Iteration 44Q: 3 clusters Score -2810788 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -2810794.250000 Penalty: 5045.779297
	Iteration 45Q: 3 clusters Score -2810794 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -2810802.500000 Penalty: 5045.779297
	Iteration 46Q: 3 clusters Score -2810802 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -2810800.500000 Penalty: 5045.779297
	Iteration 47Q: 3 clusters Score -2810800 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -2810812.750000 Penalty: 5045.779297
	Iteration 48Q: 3 clusters Score -2810813 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -2810829.250000 Penalty: 5045.779297
	Iteration 49Q: 3 clusters Score -2810829 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -2810832.250000 Penalty: 5045.779297
	Iteration 50Q: 3 clusters Score -2810832 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -2810835.500000 Penalty: 5045.779297
	Iteration 51Q: 3 clusters Score -2810836 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -2810856.000000 Penalty: 5045.779297
	Iteration 52Q: 3 clusters Score -2810856 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -2810862.500000 Penalty: 5045.779297
	Iteration 53Q: 3 clusters Score -2810862 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2810866 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2810875 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2810874 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -2810878.250000 Penalty: 5045.779297
	Iteration 57Q: 3 clusters Score -2810878 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2810879 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2810879 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -2810876.000000 Penalty: 5045.779297
	Iteration 60F: 3 clusters Score -2810876 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -2810880.500000 Penalty: 5045.779297
	Iteration 61Q: 3 clusters Score -2810880 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -2810882.750000 Penalty: 5045.779297
	Iteration 62Q: 3 clusters Score -2810883 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2810885 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2810893 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2810894 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2810898 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2810904 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2810900 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2810901 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -2810912.750000 Penalty: 5045.779297
	Iteration 70Q: 3 clusters Score -2810913 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -2810909.500000 Penalty: 5045.779297
	Iteration 71Q: 3 clusters Score -2810910 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2810908.250000 Penalty: 5045.779297
	Iteration 72Q: 3 clusters Score -2810908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -2810914.500000 Penalty: 5045.779297
	Iteration 73Q: 3 clusters Score -2810914 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -2810922.750000 Penalty: 5045.779297
	Iteration 74Q: 3 clusters Score -2810923 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
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Entering Unmasked Estep 
Score: -2810931.500000 Penalty: 5045.779297
	Iteration 75Q: 3 clusters Score -2810932 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -2810930.250000 Penalty: 5045.779297
	Iteration 76Q: 3 clusters Score -2810930 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10042 members 
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Entering Unmasked Estep 
Score: -2810924.500000 Penalty: 5045.779297
	Iteration 77Q: 3 clusters Score -2810924 nChanged 30
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Mstep: Class 1 contains 10018 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2810923 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
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Entering Unmasked Estep 
Score: -2810927.000000 Penalty: 5045.779297
	Iteration 79Q: 3 clusters Score -2810927 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2810927 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -2810928.250000 Penalty: 5045.779297
	Iteration 81Q: 3 clusters Score -2810928 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2810930 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2810932 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -2810943.500000 Penalty: 5045.779297
	Iteration 84Q: 3 clusters Score -2810944 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2810931 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2810929 nChanged 37
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Mstep: Class 1 contains 9732 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2810943 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2810947 nChanged 50
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Mstep: Class 1 contains 9640 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2810948 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -2810953.500000 Penalty: 5045.779297
	Iteration 90Q: 3 clusters Score -2810954 nChanged 62
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Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -2810964.000000 Penalty: 5045.779297
	Iteration 91Q: 3 clusters Score -2810964 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2810965 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2810978 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2810989 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -2810996.500000 Penalty: 5045.779297
	Iteration 95Q: 3 clusters Score -2810996 nChanged 57
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Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -2811004.000000 Penalty: 5045.779297
	Iteration 96Q: 3 clusters Score -2811004 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -2811001.500000 Penalty: 5045.779297
	Iteration 97Q: 3 clusters Score -2811002 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -2811014.000000 Penalty: 5045.779297
	Iteration 98Q: 3 clusters Score -2811014 nChanged 58
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Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -2811011.500000 Penalty: 5045.779297
	Iteration 99Q: 3 clusters Score -2811012 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -2811020.000000 Penalty: 5045.779297
	Iteration 100F: 3 clusters Score -2811020 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -2811028.000000 Penalty: 5045.779297
	Iteration 101Q: 3 clusters Score -2811028 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -2811038.500000 Penalty: 5045.779297
	Iteration 102Q: 3 clusters Score -2811038 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -2811033.000000 Penalty: 5045.779297
	Iteration 103Q: 3 clusters Score -2811033 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -2811036.000000 Penalty: 5045.779297
	Iteration 104Q: 3 clusters Score -2811036 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8784 members 
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Entering Unmasked Estep 
Score: -2811044.250000 Penalty: 5045.779297
	Iteration 105Q: 3 clusters Score -2811044 nChanged 41
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Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -2811041.000000 Penalty: 5045.779297
	Iteration 106Q: 3 clusters Score -2811041 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -2811049.250000 Penalty: 5045.779297
	Iteration 107Q: 3 clusters Score -2811049 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -2811050.250000 Penalty: 5045.779297
	Iteration 108Q: 3 clusters Score -2811050 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2811051 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -2811058.750000 Penalty: 5045.779297
	Iteration 110Q: 3 clusters Score -2811059 nChanged 66
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Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2811068 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -2811074.250000 Penalty: 5045.779297
	Iteration 112Q: 3 clusters Score -2811074 nChanged 59
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Mstep: Class 1 contains 8337 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2811075 nChanged 79
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Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2811090 nChanged 75
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Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2811106 nChanged 85
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Entering Unmasked Estep 
Score: -2811117.750000 Penalty: 5045.779297
	Iteration 116Q: 3 clusters Score -2811118 nChanged 88
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -2811127.250000 Penalty: 5045.779297
	Iteration 117Q: 3 clusters Score -2811127 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -2811136.000000 Penalty: 5045.779297
	Iteration 118Q: 3 clusters Score -2811136 nChanged 107
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Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -2811152.000000 Penalty: 5045.779297
	Iteration 119Q: 3 clusters Score -2811152 nChanged 122
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -2811179.750000 Penalty: 5045.779297
	Iteration 120F: 3 clusters Score -2811180 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -2811204.750000 Penalty: 5045.779297
	Iteration 121Q: 3 clusters Score -2811205 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -2811233.250000 Penalty: 5045.779297
	Iteration 122Q: 3 clusters Score -2811233 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -2811264.750000 Penalty: 5045.779297
	Iteration 123Q: 3 clusters Score -2811265 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -2811312.000000 Penalty: 5045.779297
	Iteration 124Q: 3 clusters Score -2811312 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -2811349.500000 Penalty: 5045.779297
	Iteration 125Q: 3 clusters Score -2811350 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -2811396.000000 Penalty: 5045.779297
	Iteration 126Q: 3 clusters Score -2811396 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -2811420.750000 Penalty: 5045.779297
	Iteration 127Q: 3 clusters Score -2811421 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -2811454.500000 Penalty: 5045.779297
	Iteration 128Q: 3 clusters Score -2811454 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -2811498.250000 Penalty: 5045.779297
	Iteration 129Q: 3 clusters Score -2811498 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -2811539.250000 Penalty: 5045.779297
	Iteration 130Q: 3 clusters Score -2811539 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -2811584.250000 Penalty: 5045.779297
	Iteration 131Q: 3 clusters Score -2811584 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -2811650.250000 Penalty: 5045.779297
	Iteration 132Q: 3 clusters Score -2811650 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -2811700.750000 Penalty: 5045.779297
	Iteration 133Q: 3 clusters Score -2811701 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -2811768.000000 Penalty: 5045.779297
	Iteration 134Q: 3 clusters Score -2811768 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -2811841.750000 Penalty: 5045.779297
	Iteration 135Q: 3 clusters Score -2811842 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -2811905.250000 Penalty: 5045.779297
	Iteration 136Q: 3 clusters Score -2811905 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -2811997.750000 Penalty: 5045.779297
	Iteration 137Q: 3 clusters Score -2811998 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -2812090.250000 Penalty: 5045.779297
	Iteration 138Q: 3 clusters Score -2812090 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -2812209.500000 Penalty: 5045.779297
	Iteration 139Q: 3 clusters Score -2812210 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -2812322.750000 Penalty: 5045.779297
	Iteration 140F: 3 clusters Score -2812323 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -2812432.500000 Penalty: 5045.779297
	Iteration 141Q: 3 clusters Score -2812432 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -2812539.000000 Penalty: 5045.779297
	Iteration 142Q: 3 clusters Score -2812539 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -2812633.750000 Penalty: 5045.779297
	Iteration 143Q: 3 clusters Score -2812634 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -2812706.500000 Penalty: 5045.779297
	Iteration 144Q: 3 clusters Score -2812706 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -2812764.500000 Penalty: 5045.779297
	Iteration 145Q: 3 clusters Score -2812764 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -2812818.250000 Penalty: 5045.779297
	Iteration 146Q: 3 clusters Score -2812818 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -2812868.250000 Penalty: 5045.779297
	Iteration 147Q: 3 clusters Score -2812868 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -2812908.000000 Penalty: 5045.779297
	Iteration 148Q: 3 clusters Score -2812908 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -2812942.500000 Penalty: 5045.779297
	Iteration 149Q: 3 clusters Score -2812942 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -2812971.500000 Penalty: 5045.779297
	Iteration 150Q: 3 clusters Score -2812972 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -2812996.250000 Penalty: 5045.779297
	Iteration 151Q: 3 clusters Score -2812996 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -2813012.000000 Penalty: 5045.779297
	Iteration 152Q: 3 clusters Score -2813012 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -2813033.500000 Penalty: 5045.779297
	Iteration 153Q: 3 clusters Score -2813034 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -2813043.750000 Penalty: 5045.779297
	Iteration 154Q: 3 clusters Score -2813044 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -2813062.000000 Penalty: 5045.779297
	Iteration 155Q: 3 clusters Score -2813062 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -2813072.250000 Penalty: 5045.779297
	Iteration 156Q: 3 clusters Score -2813072 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -2813090.750000 Penalty: 5045.779297
	Iteration 157Q: 3 clusters Score -2813091 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -2813103.250000 Penalty: 5045.779297
	Iteration 158Q: 3 clusters Score -2813103 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -2813108.000000 Penalty: 5045.779297
	Iteration 159Q: 3 clusters Score -2813108 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -2813115.250000 Penalty: 5045.779297
	Iteration 160F: 3 clusters Score -2813115 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -2813115.750000 Penalty: 5045.779297
	Iteration 161Q: 3 clusters Score -2813116 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -2813126.250000 Penalty: 5045.779297
	Iteration 162Q: 3 clusters Score -2813126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -2813127.000000 Penalty: 5045.779297
	Iteration 163Q: 3 clusters Score -2813127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -2813129.250000 Penalty: 5045.779297
	Iteration 164Q: 3 clusters Score -2813129 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -2813128.000000 Penalty: 5045.779297
	Iteration 165Q: 3 clusters Score -2813128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -2813129.250000 Penalty: 5045.779297
	Iteration 166Q: 3 clusters Score -2813129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -2813130.250000 Penalty: 5045.779297
	Iteration 167Q: 3 clusters Score -2813130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -2813131.000000 Penalty: 5045.779297
	Iteration 168Q: 3 clusters Score -2813131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -2813134.250000 Penalty: 5045.779297
	Iteration 169Q: 3 clusters Score -2813134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -2813135.000000 Penalty: 5045.779297
	Iteration 170Q: 3 clusters Score -2813135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -2813132.750000 Penalty: 5045.779297
	Iteration 171Q: 3 clusters Score -2813133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -2813135.000000 Penalty: 5045.779297
	Iteration 172Q: 3 clusters Score -2813135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -2813133.750000 Penalty: 5045.779297
	Iteration 173Q: 3 clusters Score -2813134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -2813136.250000 Penalty: 5045.779297
	Iteration 174Q: 3 clusters Score -2813136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -2813135.000000 Penalty: 5045.779297
	Iteration 175Q: 3 clusters Score -2813135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -2813137.500000 Penalty: 5045.779297
	Iteration 176Q: 3 clusters Score -2813138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -2813139.000000 Penalty: 5045.779297
	Iteration 177Q: 3 clusters Score -2813139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -2813136.750000 Penalty: 5045.779297
	Iteration 178Q: 3 clusters Score -2813137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -2813132.250000 Penalty: 5045.779297
	Iteration 179Q: 3 clusters Score -2813132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -2813140.250000 Penalty: 5045.779297
	Iteration 180F: 3 clusters Score -2813140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -2813136.250000 Penalty: 5045.779297
	Iteration 181Q: 3 clusters Score -2813136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -2813142.000000 Penalty: 5045.779297
	Iteration 182Q: 3 clusters Score -2813142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -2813135.500000 Penalty: 5045.779297
	Iteration 183Q: 3 clusters Score -2813136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -2813137.750000 Penalty: 5045.779297
	Iteration 184Q: 3 clusters Score -2813138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -2813137.250000 Penalty: 5045.779297
	Iteration 185Q: 3 clusters Score -2813137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -2813143.000000 Penalty: 5045.779297
	Iteration 186Q: 3 clusters Score -2813143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -2813143.000000 Penalty: 5045.779297
	Iteration 187F: 3 clusters Score -2813143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (15211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Entering Unmasked Estep 
Score: -1431384.750000 Penalty: 2388.184082
	Iteration 0F: 2 clusters Score -1431385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1420248.000000 Penalty: 4776.368164
	Iteration 0F: 3 clusters Score -1420248 nChanged 6599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1423751.875000 Penalty: 4776.368164
	Iteration 1F: 3 clusters Score -1423752 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1424182.500000 Penalty: 4776.368164
	Iteration 2F: 3 clusters Score -1424182 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1424590.875000 Penalty: 4776.368164
	Iteration 3F: 3 clusters Score -1424591 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1425012.750000 Penalty: 4776.368164
	Iteration 4F: 3 clusters Score -1425013 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1425448.250000 Penalty: 4776.368164
	Iteration 5F: 3 clusters Score -1425448 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1425906.000000 Penalty: 4776.368164
	Iteration 6F: 3 clusters Score -1425906 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1426412.250000 Penalty: 4776.368164
	Iteration 7F: 3 clusters Score -1426412 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1426900.750000 Penalty: 4776.368164
	Iteration 8Q: 3 clusters Score -1426901 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1427385.625000 Penalty: 4776.368164
	Iteration 9Q: 3 clusters Score -1427386 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1427795.250000 Penalty: 4776.368164
	Iteration 10Q: 3 clusters Score -1427795 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1428090.625000 Penalty: 4776.368164
	Iteration 11Q: 3 clusters Score -1428091 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1428331.750000 Penalty: 4776.368164
	Iteration 12Q: 3 clusters Score -1428332 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1428506.000000 Penalty: 4776.368164
	Iteration 13Q: 3 clusters Score -1428506 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1428613.000000 Penalty: 4776.368164
	Iteration 14Q: 3 clusters Score -1428613 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1428683.875000 Penalty: 4776.368164
	Iteration 15Q: 3 clusters Score -1428684 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1428722.375000 Penalty: 4776.368164
	Iteration 16Q: 3 clusters Score -1428722 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1428763.125000 Penalty: 4776.368164
	Iteration 17Q: 3 clusters Score -1428763 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1428796.000000 Penalty: 4776.368164
	Iteration 18Q: 3 clusters Score -1428796 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1428828.750000 Penalty: 4776.368164
	Iteration 19Q: 3 clusters Score -1428829 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1428862.875000 Penalty: 4776.368164
	Iteration 20F: 3 clusters Score -1428863 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1428895.375000 Penalty: 4776.368164
	Iteration 21Q: 3 clusters Score -1428895 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1428944.875000 Penalty: 4776.368164
	Iteration 22Q: 3 clusters Score -1428945 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1429001.250000 Penalty: 4776.368164
	Iteration 23Q: 3 clusters Score -1429001 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1429057.125000 Penalty: 4776.368164
	Iteration 24Q: 3 clusters Score -1429057 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1429131.125000 Penalty: 4776.368164
	Iteration 25Q: 3 clusters Score -1429131 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1429180.750000 Penalty: 4776.368164
	Iteration 26Q: 3 clusters Score -1429181 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1429208.875000 Penalty: 4776.368164
	Iteration 27Q: 3 clusters Score -1429209 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1429234.000000 Penalty: 4776.368164
	Iteration 28Q: 3 clusters Score -1429234 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1429260.875000 Penalty: 4776.368164
	Iteration 29Q: 3 clusters Score -1429261 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1429283.625000 Penalty: 4776.368164
	Iteration 30Q: 3 clusters Score -1429284 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1429305.625000 Penalty: 4776.368164
	Iteration 31Q: 3 clusters Score -1429306 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1429329.625000 Penalty: 4776.368164
	Iteration 32Q: 3 clusters Score -1429330 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1429344.875000 Penalty: 4776.368164
	Iteration 33Q: 3 clusters Score -1429345 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1429362.375000 Penalty: 4776.368164
	Iteration 34Q: 3 clusters Score -1429362 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1429380.000000 Penalty: 4776.368164
	Iteration 35Q: 3 clusters Score -1429380 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1429397.375000 Penalty: 4776.368164
	Iteration 36Q: 3 clusters Score -1429397 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1429414.250000 Penalty: 4776.368164
	Iteration 37Q: 3 clusters Score -1429414 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1429434.000000 Penalty: 4776.368164
	Iteration 38Q: 3 clusters Score -1429434 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1429446.375000 Penalty: 4776.368164
	Iteration 39Q: 3 clusters Score -1429446 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1429459.750000 Penalty: 4776.368164
	Iteration 40F: 3 clusters Score -1429460 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1429470.500000 Penalty: 4776.368164
	Iteration 41Q: 3 clusters Score -1429470 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1429477.375000 Penalty: 4776.368164
	Iteration 42Q: 3 clusters Score -1429477 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1429486.125000 Penalty: 4776.368164
	Iteration 43Q: 3 clusters Score -1429486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1429488.625000 Penalty: 4776.368164
	Iteration 44Q: 3 clusters Score -1429489 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1429492.875000 Penalty: 4776.368164
	Iteration 45Q: 3 clusters Score -1429493 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1429496.750000 Penalty: 4776.368164
	Iteration 46Q: 3 clusters Score -1429497 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1429503.875000 Penalty: 4776.368164
	Iteration 47Q: 3 clusters Score -1429504 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1429507.375000 Penalty: 4776.368164
	Iteration 48Q: 3 clusters Score -1429507 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1429508.125000 Penalty: 4776.368164
	Iteration 49Q: 3 clusters Score -1429508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1429518.250000 Penalty: 4776.368164
	Iteration 50Q: 3 clusters Score -1429518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1429517.500000 Penalty: 4776.368164
	Iteration 51Q: 3 clusters Score -1429518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1429518.125000 Penalty: 4776.368164
	Iteration 52Q: 3 clusters Score -1429518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1429519.250000 Penalty: 4776.368164
	Iteration 53Q: 3 clusters Score -1429519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1429517.875000 Penalty: 4776.368164
	Iteration 54Q: 3 clusters Score -1429518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1429517.125000 Penalty: 4776.368164
	Iteration 55Q: 3 clusters Score -1429517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1429513.750000 Penalty: 4776.368164
	Iteration 56Q: 3 clusters Score -1429514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1429517.125000 Penalty: 4776.368164
	Iteration 57Q: 3 clusters Score -1429517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1429514.375000 Penalty: 4776.368164
	Iteration 58Q: 3 clusters Score -1429514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1429517.000000 Penalty: 4776.368164
	Iteration 59Q: 3 clusters Score -1429517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -1429516.875000 Penalty: 4776.368164
	Iteration 60F: 3 clusters Score -1429517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1429518.875000 Penalty: 4776.368164
	Iteration 61Q: 3 clusters Score -1429519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1429519.875000 Penalty: 4776.368164
	Iteration 62Q: 3 clusters Score -1429520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1429524.500000 Penalty: 4776.368164
	Iteration 63Q: 3 clusters Score -1429524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1429524.250000 Penalty: 4776.368164
	Iteration 64Q: 3 clusters Score -1429524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1429528.875000 Penalty: 4776.368164
	Iteration 65Q: 3 clusters Score -1429529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1429528.750000 Penalty: 4776.368164
	Iteration 66Q: 3 clusters Score -1429529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -1429531.250000 Penalty: 4776.368164
	Iteration 67Q: 3 clusters Score -1429531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1429532.250000 Penalty: 4776.368164
	Iteration 68Q: 3 clusters Score -1429532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1429533.750000 Penalty: 4776.368164
	Iteration 69Q: 3 clusters Score -1429534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1429536.125000 Penalty: 4776.368164
	Iteration 70Q: 3 clusters Score -1429536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1429538.000000 Penalty: 4776.368164
	Iteration 71Q: 3 clusters Score -1429538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1429539.500000 Penalty: 4776.368164
	Iteration 72Q: 3 clusters Score -1429540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -1429537.875000 Penalty: 4776.368164
	Iteration 73Q: 3 clusters Score -1429538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -1429537.875000 Penalty: 4776.368164
	Iteration 74F: 3 clusters Score -1429538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Entering Unmasked Estep 
Score: -112607.664062 Penalty: 1743.871826
	Iteration 0F: 2 clusters Score -112607.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -110692.054688 Penalty: 3487.743652
	Iteration 0F: 3 clusters Score -110692.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -111461.789062 Penalty: 3487.743652
	Iteration 1F: 3 clusters Score -111461.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -111859.945312 Penalty: 3487.743652
	Iteration 2F: 3 clusters Score -111859.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -112064.242188 Penalty: 3487.743652
	Iteration 3F: 3 clusters Score -112064.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -112168.148438 Penalty: 3487.743652
	Iteration 4Q: 3 clusters Score -112168.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -112248.273438 Penalty: 3487.743652
	Iteration 5Q: 3 clusters Score -112248.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -112291.359375 Penalty: 3487.743652
	Iteration 6Q: 3 clusters Score -112291.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -112340.078125 Penalty: 3487.743652
	Iteration 7Q: 3 clusters Score -112340.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -112440.187500 Penalty: 3487.743652
	Iteration 8Q: 3 clusters Score -112440.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -112492.695312 Penalty: 3487.743652
	Iteration 9Q: 3 clusters Score -112492.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -112500.218750 Penalty: 3487.743652
	Iteration 10Q: 3 clusters Score -112500.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -112505.023438 Penalty: 3487.743652
	Iteration 11Q: 3 clusters Score -112505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -112505.023438 Penalty: 3487.743652
	Iteration 12F: 3 clusters Score -112505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (18935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Entering Unmasked Estep 
Score: -2066666.875000 Penalty: 2442.494385
	Iteration 0F: 2 clusters Score -2066667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2053295.125000 Penalty: 4884.988770
	Iteration 0F: 3 clusters Score -2053295 nChanged 8326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -2057811.875000 Penalty: 4884.988770
	Iteration 1F: 3 clusters Score -2057812 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -2058275.375000 Penalty: 4884.988770
	Iteration 2F: 3 clusters Score -2058275 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -2058688.875000 Penalty: 4884.988770
	Iteration 3F: 3 clusters Score -2058689 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -2059092.500000 Penalty: 4884.988770
	Iteration 4Q: 3 clusters Score -2059092 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -2059499.500000 Penalty: 4884.988770
	Iteration 5Q: 3 clusters Score -2059500 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -2060013.375000 Penalty: 4884.988770
	Iteration 6Q: 3 clusters Score -2060013 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -2060567.250000 Penalty: 4884.988770
	Iteration 7Q: 3 clusters Score -2060567 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -2061106.875000 Penalty: 4884.988770
	Iteration 8Q: 3 clusters Score -2061107 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -2061671.000000 Penalty: 4884.988770
	Iteration 9Q: 3 clusters Score -2061671 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -2062181.375000 Penalty: 4884.988770
	Iteration 10Q: 3 clusters Score -2062181 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -2062564.875000 Penalty: 4884.988770
	Iteration 11Q: 3 clusters Score -2062565 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -2062839.875000 Penalty: 4884.988770
	Iteration 12Q: 3 clusters Score -2062840 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -2063035.750000 Penalty: 4884.988770
	Iteration 13Q: 3 clusters Score -2063036 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -2063183.625000 Penalty: 4884.988770
	Iteration 14Q: 3 clusters Score -2063184 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -2063295.500000 Penalty: 4884.988770
	Iteration 15Q: 3 clusters Score -2063296 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -2063401.750000 Penalty: 4884.988770
	Iteration 16Q: 3 clusters Score -2063402 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -2063506.500000 Penalty: 4884.988770
	Iteration 17Q: 3 clusters Score -2063506 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -2063583.000000 Penalty: 4884.988770
	Iteration 18Q: 3 clusters Score -2063583 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -2063639.000000 Penalty: 4884.988770
	Iteration 19Q: 3 clusters Score -2063639 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -2063681.375000 Penalty: 4884.988770
	Iteration 20F: 3 clusters Score -2063681 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2063709.375000 Penalty: 4884.988770
	Iteration 21Q: 3 clusters Score -2063709 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -2063725.125000 Penalty: 4884.988770
	Iteration 22Q: 3 clusters Score -2063725 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2063751.125000 Penalty: 4884.988770
	Iteration 23Q: 3 clusters Score -2063751 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -2063771.375000 Penalty: 4884.988770
	Iteration 24Q: 3 clusters Score -2063771 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -2063784.875000 Penalty: 4884.988770
	Iteration 25Q: 3 clusters Score -2063785 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -2063792.625000 Penalty: 4884.988770
	Iteration 26Q: 3 clusters Score -2063793 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -2063806.375000 Penalty: 4884.988770
	Iteration 27Q: 3 clusters Score -2063806 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -2063810.000000 Penalty: 4884.988770
	Iteration 28Q: 3 clusters Score -2063810 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -2063814.250000 Penalty: 4884.988770
	Iteration 29Q: 3 clusters Score -2063814 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -2063821.750000 Penalty: 4884.988770
	Iteration 30Q: 3 clusters Score -2063822 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -2063831.875000 Penalty: 4884.988770
	Iteration 31Q: 3 clusters Score -2063832 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -2063838.000000 Penalty: 4884.988770
	Iteration 32Q: 3 clusters Score -2063838 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -2063849.000000 Penalty: 4884.988770
	Iteration 33Q: 3 clusters Score -2063849 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -2063852.500000 Penalty: 4884.988770
	Iteration 34Q: 3 clusters Score -2063852 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -2063865.875000 Penalty: 4884.988770
	Iteration 35Q: 3 clusters Score -2063866 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -2063876.625000 Penalty: 4884.988770
	Iteration 36Q: 3 clusters Score -2063877 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -2063889.750000 Penalty: 4884.988770
	Iteration 37Q: 3 clusters Score -2063890 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -2063893.250000 Penalty: 4884.988770
	Iteration 38Q: 3 clusters Score -2063893 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -2063902.250000 Penalty: 4884.988770
	Iteration 39Q: 3 clusters Score -2063902 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -2063914.125000 Penalty: 4884.988770
	Iteration 40F: 3 clusters Score -2063914 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -2063921.625000 Penalty: 4884.988770
	Iteration 41Q: 3 clusters Score -2063922 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -2063931.750000 Penalty: 4884.988770
	Iteration 42Q: 3 clusters Score -2063932 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -2063936.500000 Penalty: 4884.988770
	Iteration 43Q: 3 clusters Score -2063936 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -2063946.875000 Penalty: 4884.988770
	Iteration 44Q: 3 clusters Score -2063947 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -2063957.875000 Penalty: 4884.988770
	Iteration 45Q: 3 clusters Score -2063958 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -2063967.625000 Penalty: 4884.988770
	Iteration 46Q: 3 clusters Score -2063968 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -2063972.500000 Penalty: 4884.988770
	Iteration 47Q: 3 clusters Score -2063972 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -2063981.250000 Penalty: 4884.988770
	Iteration 48Q: 3 clusters Score -2063981 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -2063991.250000 Penalty: 4884.988770
	Iteration 49Q: 3 clusters Score -2063991 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -2064011.500000 Penalty: 4884.988770
	Iteration 50Q: 3 clusters Score -2064012 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -2064022.875000 Penalty: 4884.988770
	Iteration 51Q: 3 clusters Score -2064023 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -2064036.875000 Penalty: 4884.988770
	Iteration 52Q: 3 clusters Score -2064037 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -2064049.375000 Penalty: 4884.988770
	Iteration 53Q: 3 clusters Score -2064049 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -2064060.125000 Penalty: 4884.988770
	Iteration 54Q: 3 clusters Score -2064060 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2064071.625000 Penalty: 4884.988770
	Iteration 55Q: 3 clusters Score -2064072 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2064084.500000 Penalty: 4884.988770
	Iteration 56Q: 3 clusters Score -2064084 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2064089.625000 Penalty: 4884.988770
	Iteration 57Q: 3 clusters Score -2064090 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2064098.500000 Penalty: 4884.988770
	Iteration 58Q: 3 clusters Score -2064098 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2064116.875000 Penalty: 4884.988770
	Iteration 59Q: 3 clusters Score -2064117 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2064133.500000 Penalty: 4884.988770
	Iteration 60F: 3 clusters Score -2064134 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2064146.125000 Penalty: 4884.988770
	Iteration 61Q: 3 clusters Score -2064146 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -2064147.250000 Penalty: 4884.988770
	Iteration 62Q: 3 clusters Score -2064147 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2064154.625000 Penalty: 4884.988770
	Iteration 63Q: 3 clusters Score -2064155 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2064162.125000 Penalty: 4884.988770
	Iteration 64Q: 3 clusters Score -2064162 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2064174.625000 Penalty: 4884.988770
	Iteration 65Q: 3 clusters Score -2064175 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2064189.750000 Penalty: 4884.988770
	Iteration 66Q: 3 clusters Score -2064190 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2064204.875000 Penalty: 4884.988770
	Iteration 67Q: 3 clusters Score -2064205 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2064208.250000 Penalty: 4884.988770
	Iteration 68Q: 3 clusters Score -2064208 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2064229.125000 Penalty: 4884.988770
	Iteration 69Q: 3 clusters Score -2064229 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2064243.750000 Penalty: 4884.988770
	Iteration 70Q: 3 clusters Score -2064244 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2064259.000000 Penalty: 4884.988770
	Iteration 71Q: 3 clusters Score -2064259 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2064267.125000 Penalty: 4884.988770
	Iteration 72Q: 3 clusters Score -2064267 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2064288.625000 Penalty: 4884.988770
	Iteration 73Q: 3 clusters Score -2064289 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2064307.375000 Penalty: 4884.988770
	Iteration 74Q: 3 clusters Score -2064307 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2064333.250000 Penalty: 4884.988770
	Iteration 75Q: 3 clusters Score -2064333 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2064340.750000 Penalty: 4884.988770
	Iteration 76Q: 3 clusters Score -2064341 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2064350.500000 Penalty: 4884.988770
	Iteration 77Q: 3 clusters Score -2064350 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2064360.500000 Penalty: 4884.988770
	Iteration 78Q: 3 clusters Score -2064360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2064361.750000 Penalty: 4884.988770
	Iteration 79Q: 3 clusters Score -2064362 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2064368.250000 Penalty: 4884.988770
	Iteration 80F: 3 clusters Score -2064368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2064374.500000 Penalty: 4884.988770
	Iteration 81Q: 3 clusters Score -2064374 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2064381.125000 Penalty: 4884.988770
	Iteration 82Q: 3 clusters Score -2064381 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2064385.875000 Penalty: 4884.988770
	Iteration 83Q: 3 clusters Score -2064386 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2064383.875000 Penalty: 4884.988770
	Iteration 84Q: 3 clusters Score -2064384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2064383.625000 Penalty: 4884.988770
	Iteration 85Q: 3 clusters Score -2064384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2064388.000000 Penalty: 4884.988770
	Iteration 86Q: 3 clusters Score -2064388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2064391.625000 Penalty: 4884.988770
	Iteration 87Q: 3 clusters Score -2064392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2064394.625000 Penalty: 4884.988770
	Iteration 88Q: 3 clusters Score -2064395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2064396.125000 Penalty: 4884.988770
	Iteration 89Q: 3 clusters Score -2064396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2064397.750000 Penalty: 4884.988770
	Iteration 90Q: 3 clusters Score -2064398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2064400.500000 Penalty: 4884.988770
	Iteration 91Q: 3 clusters Score -2064400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2064402.875000 Penalty: 4884.988770
	Iteration 92Q: 3 clusters Score -2064403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2064408.000000 Penalty: 4884.988770
	Iteration 93Q: 3 clusters Score -2064408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2064405.875000 Penalty: 4884.988770
	Iteration 94Q: 3 clusters Score -2064406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2064413.250000 Penalty: 4884.988770
	Iteration 95Q: 3 clusters Score -2064413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2064414.250000 Penalty: 4884.988770
	Iteration 96Q: 3 clusters Score -2064414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2064417.250000 Penalty: 4884.988770
	Iteration 97Q: 3 clusters Score -2064417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2064420.625000 Penalty: 4884.988770
	Iteration 98Q: 3 clusters Score -2064421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2064417.000000 Penalty: 4884.988770
	Iteration 99Q: 3 clusters Score -2064417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2064421.000000 Penalty: 4884.988770
	Iteration 100F: 3 clusters Score -2064421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2064423.375000 Penalty: 4884.988770
	Iteration 101Q: 3 clusters Score -2064423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2064424.125000 Penalty: 4884.988770
	Iteration 102Q: 3 clusters Score -2064424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2064422.125000 Penalty: 4884.988770
	Iteration 103Q: 3 clusters Score -2064422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2064424.000000 Penalty: 4884.988770
	Iteration 104Q: 3 clusters Score -2064424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2064425.625000 Penalty: 4884.988770
	Iteration 105Q: 3 clusters Score -2064426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2064423.750000 Penalty: 4884.988770
	Iteration 106Q: 3 clusters Score -2064424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2064423.750000 Penalty: 4884.988770
	Iteration 107Q: 3 clusters Score -2064424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2064429.750000 Penalty: 4884.988770
	Iteration 108Q: 3 clusters Score -2064430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2064429.625000 Penalty: 4884.988770
	Iteration 109Q: 3 clusters Score -2064430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2064435.500000 Penalty: 4884.988770
	Iteration 110Q: 3 clusters Score -2064436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2064432.500000 Penalty: 4884.988770
	Iteration 111Q: 3 clusters Score -2064432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2064435.625000 Penalty: 4884.988770
	Iteration 112Q: 3 clusters Score -2064436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2064434.000000 Penalty: 4884.988770
	Iteration 113Q: 3 clusters Score -2064434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2064435.875000 Penalty: 4884.988770
	Iteration 114Q: 3 clusters Score -2064436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2064436.000000 Penalty: 4884.988770
	Iteration 115Q: 3 clusters Score -2064436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2064433.250000 Penalty: 4884.988770
	Iteration 116Q: 3 clusters Score -2064433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2064435.250000 Penalty: 4884.988770
	Iteration 117Q: 3 clusters Score -2064435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2064438.625000 Penalty: 4884.988770
	Iteration 118Q: 3 clusters Score -2064439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2064438.875000 Penalty: 4884.988770
	Iteration 119Q: 3 clusters Score -2064439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2064439.500000 Penalty: 4884.988770
	Iteration 120F: 3 clusters Score -2064440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2064440.125000 Penalty: 4884.988770
	Iteration 121Q: 3 clusters Score -2064440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2064440.125000 Penalty: 4884.988770
	Iteration 122F: 3 clusters Score -2064440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Entering Unmasked Estep 
Score: -188193.546875 Penalty: 1857.789673
	Iteration 0F: 2 clusters Score -188193.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -185657.562500 Penalty: 3715.579346
	Iteration 0F: 3 clusters Score -185657.6 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -186064.375000 Penalty: 3715.579346
	Iteration 1F: 3 clusters Score -186064.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -186178.562500 Penalty: 3715.579346
	Iteration 2F: 3 clusters Score -186178.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -186242.625000 Penalty: 3715.579346
	Iteration 3Q: 3 clusters Score -186242.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -186284.609375 Penalty: 3715.579346
	Iteration 4Q: 3 clusters Score -186284.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -186306.109375 Penalty: 3715.579346
	Iteration 5Q: 3 clusters Score -186306.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -186318.656250 Penalty: 3715.579346
	Iteration 6Q: 3 clusters Score -186318.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -186328.593750 Penalty: 3715.579346
	Iteration 7Q: 3 clusters Score -186328.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -186336.828125 Penalty: 3715.579346
	Iteration 8Q: 3 clusters Score -186336.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -186344.234375 Penalty: 3715.579346
	Iteration 9Q: 3 clusters Score -186344.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -186351.156250 Penalty: 3715.579346
	Iteration 10Q: 3 clusters Score -186351.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -186357.359375 Penalty: 3715.579346
	Iteration 11Q: 3 clusters Score -186357.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -186363.640625 Penalty: 3715.579346
	Iteration 12Q: 3 clusters Score -186363.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -186369.765625 Penalty: 3715.579346
	Iteration 13Q: 3 clusters Score -186369.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -186375.968750 Penalty: 3715.579346
	Iteration 14Q: 3 clusters Score -186376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -186378.250000 Penalty: 3715.579346
	Iteration 15Q: 3 clusters Score -186378.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -186381.484375 Penalty: 3715.579346
	Iteration 16Q: 3 clusters Score -186381.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -186382.953125 Penalty: 3715.579346
	Iteration 17Q: 3 clusters Score -186383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -186385.062500 Penalty: 3715.579346
	Iteration 18Q: 3 clusters Score -186385.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -186387.937500 Penalty: 3715.579346
	Iteration 19Q: 3 clusters Score -186387.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -186389.265625 Penalty: 3715.579346
	Iteration 20F: 3 clusters Score -186389.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -186391.750000 Penalty: 3715.579346
	Iteration 21Q: 3 clusters Score -186391.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -186392.031250 Penalty: 3715.579346
	Iteration 22Q: 3 clusters Score -186392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -186392.031250 Penalty: 3715.579346
	Iteration 23F: 3 clusters Score -186392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Entering Unmasked Estep 
Score: -265219.343750 Penalty: 1934.338745
	Iteration 0F: 2 clusters Score -265219.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -262283.531250 Penalty: 3868.677490
	Iteration 0F: 3 clusters Score -262283.5 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -262852.031250 Penalty: 3868.677490
	Iteration 1F: 3 clusters Score -262852 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -263030.906250 Penalty: 3868.677490
	Iteration 2F: 3 clusters Score -263030.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -263120.218750 Penalty: 3868.677490
	Iteration 3Q: 3 clusters Score -263120.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -263182.500000 Penalty: 3868.677490
	Iteration 4Q: 3 clusters Score -263182.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -263224.093750 Penalty: 3868.677490
	Iteration 5Q: 3 clusters Score -263224.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -263251.531250 Penalty: 3868.677490
	Iteration 6Q: 3 clusters Score -263251.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -263269.187500 Penalty: 3868.677490
	Iteration 7Q: 3 clusters Score -263269.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -263283.250000 Penalty: 3868.677490
	Iteration 8Q: 3 clusters Score -263283.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -263299.093750 Penalty: 3868.677490
	Iteration 9Q: 3 clusters Score -263299.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -263305.937500 Penalty: 3868.677490
	Iteration 10Q: 3 clusters Score -263305.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -263311.062500 Penalty: 3868.677490
	Iteration 11Q: 3 clusters Score -263311.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -263315.937500 Penalty: 3868.677490
	Iteration 12Q: 3 clusters Score -263315.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -263321.781250 Penalty: 3868.677490
	Iteration 13Q: 3 clusters Score -263321.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -263325.781250 Penalty: 3868.677490
	Iteration 14Q: 3 clusters Score -263325.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -263328.406250 Penalty: 3868.677490
	Iteration 15Q: 3 clusters Score -263328.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -263331.875000 Penalty: 3868.677490
	Iteration 16Q: 3 clusters Score -263331.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -263334.406250 Penalty: 3868.677490
	Iteration 17Q: 3 clusters Score -263334.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -263336.687500 Penalty: 3868.677490
	Iteration 18Q: 3 clusters Score -263336.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -263339.218750 Penalty: 3868.677490
	Iteration 19Q: 3 clusters Score -263339.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -263342.093750 Penalty: 3868.677490
	Iteration 20F: 3 clusters Score -263342.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -263344.312500 Penalty: 3868.677490
	Iteration 21Q: 3 clusters Score -263344.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -263345.187500 Penalty: 3868.677490
	Iteration 22Q: 3 clusters Score -263345.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -263345.187500 Penalty: 3868.677490
	Iteration 23F: 3 clusters Score -263345.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Entering Unmasked Estep 
Score: -55546.757812 Penalty: 1580.583252
	Iteration 0F: 2 clusters Score -55546.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -54014.570312 Penalty: 3161.166504
	Iteration 0F: 3 clusters Score -54014.57 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -54287.710938 Penalty: 3161.166504
	Iteration 1F: 3 clusters Score -54287.71 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -54391.113281 Penalty: 3161.166504
	Iteration 2F: 3 clusters Score -54391.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -54447.281250 Penalty: 3161.166504
	Iteration 3Q: 3 clusters Score -54447.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -54517.773438 Penalty: 3161.166504
	Iteration 4Q: 3 clusters Score -54517.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -54564.617188 Penalty: 3161.166504
	Iteration 5Q: 3 clusters Score -54564.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -54633.578125 Penalty: 3161.166504
	Iteration 6Q: 3 clusters Score -54633.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -54670.910156 Penalty: 3161.166504
	Iteration 7Q: 3 clusters Score -54670.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -54715.953125 Penalty: 3161.166504
	Iteration 8Q: 3 clusters Score -54715.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -54775.464844 Penalty: 3161.166504
	Iteration 9Q: 3 clusters Score -54775.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -54809.488281 Penalty: 3161.166504
	Iteration 10Q: 3 clusters Score -54809.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -54831.601562 Penalty: 3161.166504
	Iteration 11Q: 3 clusters Score -54831.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -54836.382812 Penalty: 3161.166504
	Iteration 12Q: 3 clusters Score -54836.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -54836.382812 Penalty: 3161.166504
	Iteration 13F: 3 clusters Score -54836.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Entering Unmasked Estep 
Score: -162131.984375 Penalty: 1820.848633
	Iteration 0F: 2 clusters Score -162132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -159786.218750 Penalty: 3641.697266
	Iteration 0F: 3 clusters Score -159786.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -160198.968750 Penalty: 3641.697266
	Iteration 1F: 3 clusters Score -160199 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -160336.531250 Penalty: 3641.697266
	Iteration 2F: 3 clusters Score -160336.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -160410.515625 Penalty: 3641.697266
	Iteration 3Q: 3 clusters Score -160410.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -160464.937500 Penalty: 3641.697266
	Iteration 4Q: 3 clusters Score -160464.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -160501.328125 Penalty: 3641.697266
	Iteration 5Q: 3 clusters Score -160501.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -160546.609375 Penalty: 3641.697266
	Iteration 6Q: 3 clusters Score -160546.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -160609.078125 Penalty: 3641.697266
	Iteration 7Q: 3 clusters Score -160609.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -160686.890625 Penalty: 3641.697266
	Iteration 8Q: 3 clusters Score -160686.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -160776.890625 Penalty: 3641.697266
	Iteration 9Q: 3 clusters Score -160776.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -160864.265625 Penalty: 3641.697266
	Iteration 10Q: 3 clusters Score -160864.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -160914.671875 Penalty: 3641.697266
	Iteration 11Q: 3 clusters Score -160914.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -160951.828125 Penalty: 3641.697266
	Iteration 12Q: 3 clusters Score -160951.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -160975.500000 Penalty: 3641.697266
	Iteration 13Q: 3 clusters Score -160975.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -160986.625000 Penalty: 3641.697266
	Iteration 14Q: 3 clusters Score -160986.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -160993.531250 Penalty: 3641.697266
	Iteration 15Q: 3 clusters Score -160993.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -160999.359375 Penalty: 3641.697266
	Iteration 16Q: 3 clusters Score -160999.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -161005.046875 Penalty: 3641.697266
	Iteration 17Q: 3 clusters Score -161005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -161012.812500 Penalty: 3641.697266
	Iteration 18Q: 3 clusters Score -161012.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -161016.703125 Penalty: 3641.697266
	Iteration 19Q: 3 clusters Score -161016.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -161021.250000 Penalty: 3641.697266
	Iteration 20F: 3 clusters Score -161021.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Entering Unmasked Estep 
Score: -154586.250000 Penalty: 1808.668457
	Iteration 0F: 2 clusters Score -154586.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -152339.187500 Penalty: 3617.336914
	Iteration 0F: 3 clusters Score -152339.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -152745.843750 Penalty: 3617.336914
	Iteration 1F: 3 clusters Score -152745.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -152855.500000 Penalty: 3617.336914
	Iteration 2F: 3 clusters Score -152855.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -152909.656250 Penalty: 3617.336914
	Iteration 3Q: 3 clusters Score -152909.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -152941.000000 Penalty: 3617.336914
	Iteration 4Q: 3 clusters Score -152941 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -152967.218750 Penalty: 3617.336914
	Iteration 5Q: 3 clusters Score -152967.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -152982.562500 Penalty: 3617.336914
	Iteration 6Q: 3 clusters Score -152982.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -152996.937500 Penalty: 3617.336914
	Iteration 7Q: 3 clusters Score -152996.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -153005.453125 Penalty: 3617.336914
	Iteration 8Q: 3 clusters Score -153005.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -153009.593750 Penalty: 3617.336914
	Iteration 9Q: 3 clusters Score -153009.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -153010.328125 Penalty: 3617.336914
	Iteration 10Q: 3 clusters Score -153010.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -153011.421875 Penalty: 3617.336914
	Iteration 11Q: 3 clusters Score -153011.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -153012.781250 Penalty: 3617.336914
	Iteration 12Q: 3 clusters Score -153012.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -153012.781250 Penalty: 3617.336914
	Iteration 13F: 3 clusters Score -153012.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (14171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Entering Unmasked Estep 
Score: -1381482.875000 Penalty: 2370.620361
	Iteration 0F: 2 clusters Score -1381483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1371243.750000 Penalty: 4741.240723
	Iteration 0F: 3 clusters Score -1371244 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1374601.500000 Penalty: 4741.240723
	Iteration 1F: 3 clusters Score -1374602 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1375125.375000 Penalty: 4741.240723
	Iteration 2F: 3 clusters Score -1375125 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1375639.500000 Penalty: 4741.240723
	Iteration 3F: 3 clusters Score -1375640 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1376138.375000 Penalty: 4741.240723
	Iteration 4F: 3 clusters Score -1376138 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1376579.500000 Penalty: 4741.240723
	Iteration 5F: 3 clusters Score -1376580 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1376957.250000 Penalty: 4741.240723
	Iteration 6Q: 3 clusters Score -1376957 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1377284.750000 Penalty: 4741.240723
	Iteration 7Q: 3 clusters Score -1377285 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1377560.750000 Penalty: 4741.240723
	Iteration 8Q: 3 clusters Score -1377561 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1377789.750000 Penalty: 4741.240723
	Iteration 9Q: 3 clusters Score -1377790 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1377972.250000 Penalty: 4741.240723
	Iteration 10Q: 3 clusters Score -1377972 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1378100.250000 Penalty: 4741.240723
	Iteration 11Q: 3 clusters Score -1378100 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1378219.750000 Penalty: 4741.240723
	Iteration 12Q: 3 clusters Score -1378220 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1378296.875000 Penalty: 4741.240723
	Iteration 13Q: 3 clusters Score -1378297 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1378382.250000 Penalty: 4741.240723
	Iteration 14Q: 3 clusters Score -1378382 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1378451.125000 Penalty: 4741.240723
	Iteration 15Q: 3 clusters Score -1378451 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1378511.250000 Penalty: 4741.240723
	Iteration 16Q: 3 clusters Score -1378511 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1378568.250000 Penalty: 4741.240723
	Iteration 17Q: 3 clusters Score -1378568 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1378618.750000 Penalty: 4741.240723
	Iteration 18Q: 3 clusters Score -1378619 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1378674.250000 Penalty: 4741.240723
	Iteration 19Q: 3 clusters Score -1378674 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1378728.625000 Penalty: 4741.240723
	Iteration 20F: 3 clusters Score -1378729 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1378769.875000 Penalty: 4741.240723
	Iteration 21Q: 3 clusters Score -1378770 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1378795.500000 Penalty: 4741.240723
	Iteration 22Q: 3 clusters Score -1378796 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1378817.250000 Penalty: 4741.240723
	Iteration 23Q: 3 clusters Score -1378817 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1378847.625000 Penalty: 4741.240723
	Iteration 24Q: 3 clusters Score -1378848 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1378870.125000 Penalty: 4741.240723
	Iteration 25Q: 3 clusters Score -1378870 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1378897.875000 Penalty: 4741.240723
	Iteration 26Q: 3 clusters Score -1378898 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1378922.500000 Penalty: 4741.240723
	Iteration 27Q: 3 clusters Score -1378922 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1378951.375000 Penalty: 4741.240723
	Iteration 28Q: 3 clusters Score -1378951 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1378986.375000 Penalty: 4741.240723
	Iteration 29Q: 3 clusters Score -1378986 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1379025.625000 Penalty: 4741.240723
	Iteration 30Q: 3 clusters Score -1379026 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1379061.000000 Penalty: 4741.240723
	Iteration 31Q: 3 clusters Score -1379061 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1379095.875000 Penalty: 4741.240723
	Iteration 32Q: 3 clusters Score -1379096 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1379125.500000 Penalty: 4741.240723
	Iteration 33Q: 3 clusters Score -1379126 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1379148.625000 Penalty: 4741.240723
	Iteration 34Q: 3 clusters Score -1379149 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1379181.000000 Penalty: 4741.240723
	Iteration 35Q: 3 clusters Score -1379181 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1379198.750000 Penalty: 4741.240723
	Iteration 36Q: 3 clusters Score -1379199 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1379214.125000 Penalty: 4741.240723
	Iteration 37Q: 3 clusters Score -1379214 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1379231.250000 Penalty: 4741.240723
	Iteration 38Q: 3 clusters Score -1379231 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1379253.250000 Penalty: 4741.240723
	Iteration 39Q: 3 clusters Score -1379253 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1379267.625000 Penalty: 4741.240723
	Iteration 40F: 3 clusters Score -1379268 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1379279.250000 Penalty: 4741.240723
	Iteration 41Q: 3 clusters Score -1379279 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1379296.000000 Penalty: 4741.240723
	Iteration 42Q: 3 clusters Score -1379296 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1379311.750000 Penalty: 4741.240723
	Iteration 43Q: 3 clusters Score -1379312 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1379326.625000 Penalty: 4741.240723
	Iteration 44Q: 3 clusters Score -1379327 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1379342.375000 Penalty: 4741.240723
	Iteration 45Q: 3 clusters Score -1379342 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1379356.625000 Penalty: 4741.240723
	Iteration 46Q: 3 clusters Score -1379357 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1379377.125000 Penalty: 4741.240723
	Iteration 47Q: 3 clusters Score -1379377 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1379383.750000 Penalty: 4741.240723
	Iteration 48Q: 3 clusters Score -1379384 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1379397.875000 Penalty: 4741.240723
	Iteration 49Q: 3 clusters Score -1379398 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1379406.125000 Penalty: 4741.240723
	Iteration 50Q: 3 clusters Score -1379406 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1379419.125000 Penalty: 4741.240723
	Iteration 51Q: 3 clusters Score -1379419 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1379431.625000 Penalty: 4741.240723
	Iteration 52Q: 3 clusters Score -1379432 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1379445.375000 Penalty: 4741.240723
	Iteration 53Q: 3 clusters Score -1379445 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1379460.750000 Penalty: 4741.240723
	Iteration 54Q: 3 clusters Score -1379461 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1379482.500000 Penalty: 4741.240723
	Iteration 55Q: 3 clusters Score -1379482 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1379496.875000 Penalty: 4741.240723
	Iteration 56Q: 3 clusters Score -1379497 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1379519.000000 Penalty: 4741.240723
	Iteration 57Q: 3 clusters Score -1379519 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1379536.750000 Penalty: 4741.240723
	Iteration 58Q: 3 clusters Score -1379537 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1379549.250000 Penalty: 4741.240723
	Iteration 59Q: 3 clusters Score -1379549 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1379558.875000 Penalty: 4741.240723
	Iteration 60F: 3 clusters Score -1379559 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1379573.375000 Penalty: 4741.240723
	Iteration 61Q: 3 clusters Score -1379573 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1379583.250000 Penalty: 4741.240723
	Iteration 62Q: 3 clusters Score -1379583 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1379592.750000 Penalty: 4741.240723
	Iteration 63Q: 3 clusters Score -1379593 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1379592.500000 Penalty: 4741.240723
	Iteration 64Q: 3 clusters Score -1379592 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1379600.875000 Penalty: 4741.240723
	Iteration 65Q: 3 clusters Score -1379601 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1379607.375000 Penalty: 4741.240723
	Iteration 66Q: 3 clusters Score -1379607 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1379618.375000 Penalty: 4741.240723
	Iteration 67Q: 3 clusters Score -1379618 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1379637.000000 Penalty: 4741.240723
	Iteration 68Q: 3 clusters Score -1379637 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1379646.250000 Penalty: 4741.240723
	Iteration 69Q: 3 clusters Score -1379646 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1379657.500000 Penalty: 4741.240723
	Iteration 70Q: 3 clusters Score -1379658 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1379669.875000 Penalty: 4741.240723
	Iteration 71Q: 3 clusters Score -1379670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1379677.250000 Penalty: 4741.240723
	Iteration 72Q: 3 clusters Score -1379677 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1379683.625000 Penalty: 4741.240723
	Iteration 73Q: 3 clusters Score -1379684 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1379689.500000 Penalty: 4741.240723
	Iteration 74Q: 3 clusters Score -1379690 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1379696.125000 Penalty: 4741.240723
	Iteration 75Q: 3 clusters Score -1379696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1379702.500000 Penalty: 4741.240723
	Iteration 76Q: 3 clusters Score -1379702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1379706.500000 Penalty: 4741.240723
	Iteration 77Q: 3 clusters Score -1379706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1379713.375000 Penalty: 4741.240723
	Iteration 78Q: 3 clusters Score -1379713 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1379719.625000 Penalty: 4741.240723
	Iteration 79Q: 3 clusters Score -1379720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1379722.000000 Penalty: 4741.240723
	Iteration 80F: 3 clusters Score -1379722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1379725.500000 Penalty: 4741.240723
	Iteration 81Q: 3 clusters Score -1379726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1379723.875000 Penalty: 4741.240723
	Iteration 82Q: 3 clusters Score -1379724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1379730.500000 Penalty: 4741.240723
	Iteration 83Q: 3 clusters Score -1379730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1379726.375000 Penalty: 4741.240723
	Iteration 84Q: 3 clusters Score -1379726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1379729.250000 Penalty: 4741.240723
	Iteration 85Q: 3 clusters Score -1379729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1379730.500000 Penalty: 4741.240723
	Iteration 86Q: 3 clusters Score -1379730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1379734.000000 Penalty: 4741.240723
	Iteration 87Q: 3 clusters Score -1379734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1379736.625000 Penalty: 4741.240723
	Iteration 88Q: 3 clusters Score -1379737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1379743.000000 Penalty: 4741.240723
	Iteration 89Q: 3 clusters Score -1379743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1379739.875000 Penalty: 4741.240723
	Iteration 90Q: 3 clusters Score -1379740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1379747.750000 Penalty: 4741.240723
	Iteration 91Q: 3 clusters Score -1379748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1379752.000000 Penalty: 4741.240723
	Iteration 92Q: 3 clusters Score -1379752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1379754.750000 Penalty: 4741.240723
	Iteration 93Q: 3 clusters Score -1379755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1379753.250000 Penalty: 4741.240723
	Iteration 94Q: 3 clusters Score -1379753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1379754.500000 Penalty: 4741.240723
	Iteration 95Q: 3 clusters Score -1379754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1379755.125000 Penalty: 4741.240723
	Iteration 96Q: 3 clusters Score -1379755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1379759.375000 Penalty: 4741.240723
	Iteration 97Q: 3 clusters Score -1379759 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1379765.500000 Penalty: 4741.240723
	Iteration 98Q: 3 clusters Score -1379766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1379766.250000 Penalty: 4741.240723
	Iteration 99Q: 3 clusters Score -1379766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1379768.250000 Penalty: 4741.240723
	Iteration 100F: 3 clusters Score -1379768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1379769.625000 Penalty: 4741.240723
	Iteration 101Q: 3 clusters Score -1379770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1379771.750000 Penalty: 4741.240723
	Iteration 102Q: 3 clusters Score -1379772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1379771.750000 Penalty: 4741.240723
	Iteration 103Q: 3 clusters Score -1379772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1379772.375000 Penalty: 4741.240723
	Iteration 104Q: 3 clusters Score -1379772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1379774.000000 Penalty: 4741.240723
	Iteration 105Q: 3 clusters Score -1379774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1379779.000000 Penalty: 4741.240723
	Iteration 106Q: 3 clusters Score -1379779 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1379785.500000 Penalty: 4741.240723
	Iteration 107Q: 3 clusters Score -1379786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1379787.375000 Penalty: 4741.240723
	Iteration 108Q: 3 clusters Score -1379787 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1379789.125000 Penalty: 4741.240723
	Iteration 109Q: 3 clusters Score -1379789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1379797.625000 Penalty: 4741.240723
	Iteration 110Q: 3 clusters Score -1379798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1379797.375000 Penalty: 4741.240723
	Iteration 111Q: 3 clusters Score -1379797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1379799.500000 Penalty: 4741.240723
	Iteration 112Q: 3 clusters Score -1379800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1379801.000000 Penalty: 4741.240723
	Iteration 113Q: 3 clusters Score -1379801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1379804.625000 Penalty: 4741.240723
	Iteration 114Q: 3 clusters Score -1379805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1379809.625000 Penalty: 4741.240723
	Iteration 115Q: 3 clusters Score -1379810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1379810.750000 Penalty: 4741.240723
	Iteration 116Q: 3 clusters Score -1379811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1379813.500000 Penalty: 4741.240723
	Iteration 117Q: 3 clusters Score -1379814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1379816.625000 Penalty: 4741.240723
	Iteration 118Q: 3 clusters Score -1379817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1379816.500000 Penalty: 4741.240723
	Iteration 119Q: 3 clusters Score -1379816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1379817.875000 Penalty: 4741.240723
	Iteration 120F: 3 clusters Score -1379818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1379818.750000 Penalty: 4741.240723
	Iteration 121Q: 3 clusters Score -1379819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1379815.000000 Penalty: 4741.240723
	Iteration 122Q: 3 clusters Score -1379815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1379817.000000 Penalty: 4741.240723
	Iteration 123Q: 3 clusters Score -1379817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1379818.750000 Penalty: 4741.240723
	Iteration 124Q: 3 clusters Score -1379819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1379821.000000 Penalty: 4741.240723
	Iteration 125Q: 3 clusters Score -1379821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1379820.500000 Penalty: 4741.240723
	Iteration 126Q: 3 clusters Score -1379820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1379821.875000 Penalty: 4741.240723
	Iteration 127Q: 3 clusters Score -1379822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1379825.000000 Penalty: 4741.240723
	Iteration 128Q: 3 clusters Score -1379825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1379826.625000 Penalty: 4741.240723
	Iteration 129Q: 3 clusters Score -1379827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1379827.875000 Penalty: 4741.240723
	Iteration 130Q: 3 clusters Score -1379828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1379828.875000 Penalty: 4741.240723
	Iteration 131Q: 3 clusters Score -1379829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1379833.375000 Penalty: 4741.240723
	Iteration 132Q: 3 clusters Score -1379833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1379837.875000 Penalty: 4741.240723
	Iteration 133Q: 3 clusters Score -1379838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1379840.375000 Penalty: 4741.240723
	Iteration 134Q: 3 clusters Score -1379840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1379843.125000 Penalty: 4741.240723
	Iteration 135Q: 3 clusters Score -1379843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1379846.375000 Penalty: 4741.240723
	Iteration 136Q: 3 clusters Score -1379846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1379850.250000 Penalty: 4741.240723
	Iteration 137Q: 3 clusters Score -1379850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1379853.750000 Penalty: 4741.240723
	Iteration 138Q: 3 clusters Score -1379854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1379854.375000 Penalty: 4741.240723
	Iteration 139Q: 3 clusters Score -1379854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1379858.125000 Penalty: 4741.240723
	Iteration 140F: 3 clusters Score -1379858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1379863.500000 Penalty: 4741.240723
	Iteration 141Q: 3 clusters Score -1379864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1379864.875000 Penalty: 4741.240723
	Iteration 142Q: 3 clusters Score -1379865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1379862.000000 Penalty: 4741.240723
	Iteration 143Q: 3 clusters Score -1379862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1379865.875000 Penalty: 4741.240723
	Iteration 144Q: 3 clusters Score -1379866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1379873.125000 Penalty: 4741.240723
	Iteration 145Q: 3 clusters Score -1379873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1379873.125000 Penalty: 4741.240723
	Iteration 146Q: 3 clusters Score -1379873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1379872.125000 Penalty: 4741.240723
	Iteration 147Q: 3 clusters Score -1379872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1379874.125000 Penalty: 4741.240723
	Iteration 148Q: 3 clusters Score -1379874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1379878.125000 Penalty: 4741.240723
	Iteration 149Q: 3 clusters Score -1379878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1379881.500000 Penalty: 4741.240723
	Iteration 150Q: 3 clusters Score -1379882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1379885.875000 Penalty: 4741.240723
	Iteration 151Q: 3 clusters Score -1379886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1379885.875000 Penalty: 4741.240723
	Iteration 152Q: 3 clusters Score -1379886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1379887.875000 Penalty: 4741.240723
	Iteration 153Q: 3 clusters Score -1379888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1379891.875000 Penalty: 4741.240723
	Iteration 154Q: 3 clusters Score -1379892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1379895.250000 Penalty: 4741.240723
	Iteration 155Q: 3 clusters Score -1379895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1379896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1379896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1379895.625000 Penalty: 4741.240723
	Iteration 158Q: 3 clusters Score -1379896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -1379896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1379898.000000 Penalty: 4741.240723
	Iteration 160F: 3 clusters Score -1379898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1379900.125000 Penalty: 4741.240723
	Iteration 161Q: 3 clusters Score -1379900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1379899.750000 Penalty: 4741.240723
	Iteration 162Q: 3 clusters Score -1379900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1379900.250000 Penalty: 4741.240723
	Iteration 163Q: 3 clusters Score -1379900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1379901.000000 Penalty: 4741.240723
	Iteration 164Q: 3 clusters Score -1379901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1379902.125000 Penalty: 4741.240723
	Iteration 165Q: 3 clusters Score -1379902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1379907.750000 Penalty: 4741.240723
	Iteration 166Q: 3 clusters Score -1379908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1379910.375000 Penalty: 4741.240723
	Iteration 167Q: 3 clusters Score -1379910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1379914.125000 Penalty: 4741.240723
	Iteration 168Q: 3 clusters Score -1379914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
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Entering Unmasked Estep 
Score: -1379915.625000 Penalty: 4741.240723
	Iteration 169Q: 3 clusters Score -1379916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1379922.000000 Penalty: 4741.240723
	Iteration 170Q: 3 clusters Score -1379922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1379924.250000 Penalty: 4741.240723
	Iteration 171Q: 3 clusters Score -1379924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1379930.000000 Penalty: 4741.240723
	Iteration 172Q: 3 clusters Score -1379930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1379934.250000 Penalty: 4741.240723
	Iteration 173Q: 3 clusters Score -1379934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1379937.375000 Penalty: 4741.240723
	Iteration 174Q: 3 clusters Score -1379937 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1379941.750000 Penalty: 4741.240723
	Iteration 175Q: 3 clusters Score -1379942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1379945.125000 Penalty: 4741.240723
	Iteration 176Q: 3 clusters Score -1379945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1379942.500000 Penalty: 4741.240723
	Iteration 177Q: 3 clusters Score -1379942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1379944.125000 Penalty: 4741.240723
	Iteration 178Q: 3 clusters Score -1379944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1379948.500000 Penalty: 4741.240723
	Iteration 179Q: 3 clusters Score -1379948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1379951.000000 Penalty: 4741.240723
	Iteration 180F: 3 clusters Score -1379951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1379947.875000 Penalty: 4741.240723
	Iteration 181Q: 3 clusters Score -1379948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1379950.500000 Penalty: 4741.240723
	Iteration 182Q: 3 clusters Score -1379950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1379954.000000 Penalty: 4741.240723
	Iteration 183Q: 3 clusters Score -1379954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1379957.375000 Penalty: 4741.240723
	Iteration 184Q: 3 clusters Score -1379957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1379957.375000 Penalty: 4741.240723
	Iteration 185Q: 3 clusters Score -1379957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1379958.375000 Penalty: 4741.240723
	Iteration 186Q: 3 clusters Score -1379958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1379959.375000 Penalty: 4741.240723
	Iteration 187Q: 3 clusters Score -1379959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1379959.625000 Penalty: 4741.240723
	Iteration 188Q: 3 clusters Score -1379960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1379961.750000 Penalty: 4741.240723
	Iteration 189Q: 3 clusters Score -1379962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1379964.000000 Penalty: 4741.240723
	Iteration 190Q: 3 clusters Score -1379964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1379964.750000 Penalty: 4741.240723
	Iteration 191Q: 3 clusters Score -1379965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1379963.875000 Penalty: 4741.240723
	Iteration 192Q: 3 clusters Score -1379964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1379966.750000 Penalty: 4741.240723
	Iteration 193Q: 3 clusters Score -1379967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1379969.375000 Penalty: 4741.240723
	Iteration 194Q: 3 clusters Score -1379969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1379975.250000 Penalty: 4741.240723
	Iteration 195Q: 3 clusters Score -1379975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1379976.375000 Penalty: 4741.240723
	Iteration 196Q: 3 clusters Score -1379976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1379976.875000 Penalty: 4741.240723
	Iteration 197Q: 3 clusters Score -1379977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1379980.125000 Penalty: 4741.240723
	Iteration 198Q: 3 clusters Score -1379980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1379979.500000 Penalty: 4741.240723
	Iteration 199Q: 3 clusters Score -1379980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1379980.875000 Penalty: 4741.240723
	Iteration 200F: 3 clusters Score -1379981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1379983.000000 Penalty: 4741.240723
	Iteration 201Q: 3 clusters Score -1379983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1379981.750000 Penalty: 4741.240723
	Iteration 202Q: 3 clusters Score -1379982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1379983.625000 Penalty: 4741.240723
	Iteration 203Q: 3 clusters Score -1379984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1379984.500000 Penalty: 4741.240723
	Iteration 204Q: 3 clusters Score -1379984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1379982.125000 Penalty: 4741.240723
	Iteration 205Q: 3 clusters Score -1379982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1379986.875000 Penalty: 4741.240723
	Iteration 206Q: 3 clusters Score -1379987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1379991.375000 Penalty: 4741.240723
	Iteration 207Q: 3 clusters Score -1379991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1379992.125000 Penalty: 4741.240723
	Iteration 208Q: 3 clusters Score -1379992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1379998.375000 Penalty: 4741.240723
	Iteration 209Q: 3 clusters Score -1379998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1380002.000000 Penalty: 4741.240723
	Iteration 210Q: 3 clusters Score -1380002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1380007.750000 Penalty: 4741.240723
	Iteration 211Q: 3 clusters Score -1380008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1380008.375000 Penalty: 4741.240723
	Iteration 212Q: 3 clusters Score -1380008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1380012.375000 Penalty: 4741.240723
	Iteration 213Q: 3 clusters Score -1380012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1380010.375000 Penalty: 4741.240723
	Iteration 214Q: 3 clusters Score -1380010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1380011.625000 Penalty: 4741.240723
	Iteration 215Q: 3 clusters Score -1380012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1380011.000000 Penalty: 4741.240723
	Iteration 216Q: 3 clusters Score -1380011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1380011.000000 Penalty: 4741.240723
	Iteration 217F: 3 clusters Score -1380011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Entering Unmasked Estep 
Score: -368578.062500 Penalty: 2028.093506
	Iteration 0F: 2 clusters Score -368578.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -364978.875000 Penalty: 4056.187012
	Iteration 0F: 3 clusters Score -364978.9 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -365889.312500 Penalty: 4056.187012
	Iteration 1F: 3 clusters Score -365889.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -366248.968750 Penalty: 4056.187012
	Iteration 2F: 3 clusters Score -366249 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -366626.531250 Penalty: 4056.187012
	Iteration 3F: 3 clusters Score -366626.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -367132.125000 Penalty: 4056.187012
	Iteration 4F: 3 clusters Score -367132.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -367677.812500 Penalty: 4056.187012
	Iteration 5F: 3 clusters Score -367677.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -367994.250000 Penalty: 4056.187012
	Iteration 6F: 3 clusters Score -367994.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -368116.250000 Penalty: 4056.187012
	Iteration 7Q: 3 clusters Score -368116.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -368240.531250 Penalty: 4056.187012
	Iteration 8Q: 3 clusters Score -368240.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -368360.031250 Penalty: 4056.187012
	Iteration 9Q: 3 clusters Score -368360 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -368399.875000 Penalty: 4056.187012
	Iteration 10Q: 3 clusters Score -368399.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -368418.031250 Penalty: 4056.187012
	Iteration 11Q: 3 clusters Score -368418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -368430.562500 Penalty: 4056.187012
	Iteration 12Q: 3 clusters Score -368430.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -368438.687500 Penalty: 4056.187012
	Iteration 13Q: 3 clusters Score -368438.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -368445.250000 Penalty: 4056.187012
	Iteration 14Q: 3 clusters Score -368445.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -368447.937500 Penalty: 4056.187012
	Iteration 15Q: 3 clusters Score -368447.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -368449.312500 Penalty: 4056.187012
	Iteration 16Q: 3 clusters Score -368449.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -368451.562500 Penalty: 4056.187012
	Iteration 17Q: 3 clusters Score -368451.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -368453.562500 Penalty: 4056.187012
	Iteration 18Q: 3 clusters Score -368453.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -368456.468750 Penalty: 4056.187012
	Iteration 19Q: 3 clusters Score -368456.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -368458.500000 Penalty: 4056.187012
	Iteration 20F: 3 clusters Score -368458.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -368460.812500 Penalty: 4056.187012
	Iteration 21Q: 3 clusters Score -368460.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -368463.531250 Penalty: 4056.187012
	Iteration 22Q: 3 clusters Score -368463.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -368463.062500 Penalty: 4056.187012
	Iteration 23Q: 3 clusters Score -368463.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -368463.906250 Penalty: 4056.187012
	Iteration 24Q: 3 clusters Score -368463.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -368463.906250 Penalty: 4056.187012
	Iteration 25F: 3 clusters Score -368463.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Entering Unmasked Estep 
Score: -623308.250000 Penalty: 2147.872070
	Iteration 0F: 2 clusters Score -623308.2 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 2931 members 
Entering Unmasked Estep 
Score: -618251.125000 Penalty: 4295.744141
	Iteration 0F: 3 clusters Score -618251.1 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -619462.875000 Penalty: 4295.744141
	Iteration 1F: 3 clusters Score -619462.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -619714.250000 Penalty: 4295.744141
	Iteration 2F: 3 clusters Score -619714.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -619861.812500 Penalty: 4295.744141
	Iteration 3F: 3 clusters Score -619861.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -619958.812500 Penalty: 4295.744141
	Iteration 4Q: 3 clusters Score -619958.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -620030.437500 Penalty: 4295.744141
	Iteration 5Q: 3 clusters Score -620030.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -620091.625000 Penalty: 4295.744141
	Iteration 6Q: 3 clusters Score -620091.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -620130.250000 Penalty: 4295.744141
	Iteration 7Q: 3 clusters Score -620130.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -620156.750000 Penalty: 4295.744141
	Iteration 8Q: 3 clusters Score -620156.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -620177.062500 Penalty: 4295.744141
	Iteration 9Q: 3 clusters Score -620177.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -620188.312500 Penalty: 4295.744141
	Iteration 10Q: 3 clusters Score -620188.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -620206.125000 Penalty: 4295.744141
	Iteration 11Q: 3 clusters Score -620206.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -620222.500000 Penalty: 4295.744141
	Iteration 12Q: 3 clusters Score -620222.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -620233.937500 Penalty: 4295.744141
	Iteration 13Q: 3 clusters Score -620233.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -620243.187500 Penalty: 4295.744141
	Iteration 14Q: 3 clusters Score -620243.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -620253.937500 Penalty: 4295.744141
	Iteration 15Q: 3 clusters Score -620253.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -620266.562500 Penalty: 4295.744141
	Iteration 16Q: 3 clusters Score -620266.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -620283.500000 Penalty: 4295.744141
	Iteration 17Q: 3 clusters Score -620283.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -620301.500000 Penalty: 4295.744141
	Iteration 18Q: 3 clusters Score -620301.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -620317.312500 Penalty: 4295.744141
	Iteration 19Q: 3 clusters Score -620317.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -620340.937500 Penalty: 4295.744141
	Iteration 20F: 3 clusters Score -620340.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -620362.375000 Penalty: 4295.744141
	Iteration 21Q: 3 clusters Score -620362.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -620385.500000 Penalty: 4295.744141
	Iteration 22Q: 3 clusters Score -620385.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -620414.875000 Penalty: 4295.744141
	Iteration 23Q: 3 clusters Score -620414.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -620433.312500 Penalty: 4295.744141
	Iteration 24Q: 3 clusters Score -620433.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -620453.375000 Penalty: 4295.744141
	Iteration 25Q: 3 clusters Score -620453.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -620469.937500 Penalty: 4295.744141
	Iteration 26Q: 3 clusters Score -620469.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -620488.125000 Penalty: 4295.744141
	Iteration 27Q: 3 clusters Score -620488.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -620505.937500 Penalty: 4295.744141
	Iteration 28Q: 3 clusters Score -620505.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -620532.312500 Penalty: 4295.744141
	Iteration 29Q: 3 clusters Score -620532.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -620562.875000 Penalty: 4295.744141
	Iteration 30Q: 3 clusters Score -620562.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -620600.312500 Penalty: 4295.744141
	Iteration 31Q: 3 clusters Score -620600.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -620638.000000 Penalty: 4295.744141
	Iteration 32Q: 3 clusters Score -620638 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -620667.000000 Penalty: 4295.744141
	Iteration 33Q: 3 clusters Score -620667 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -620698.937500 Penalty: 4295.744141
	Iteration 34Q: 3 clusters Score -620698.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -620737.500000 Penalty: 4295.744141
	Iteration 35Q: 3 clusters Score -620737.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -620792.812500 Penalty: 4295.744141
	Iteration 36Q: 3 clusters Score -620792.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -620833.187500 Penalty: 4295.744141
	Iteration 37Q: 3 clusters Score -620833.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -620877.187500 Penalty: 4295.744141
	Iteration 38Q: 3 clusters Score -620877.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -620917.250000 Penalty: 4295.744141
	Iteration 39Q: 3 clusters Score -620917.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -620950.875000 Penalty: 4295.744141
	Iteration 40F: 3 clusters Score -620950.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -620983.500000 Penalty: 4295.744141
	Iteration 41Q: 3 clusters Score -620983.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -621022.375000 Penalty: 4295.744141
	Iteration 42Q: 3 clusters Score -621022.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -621068.187500 Penalty: 4295.744141
	Iteration 43Q: 3 clusters Score -621068.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -621111.250000 Penalty: 4295.744141
	Iteration 44Q: 3 clusters Score -621111.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -621150.250000 Penalty: 4295.744141
	Iteration 45Q: 3 clusters Score -621150.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -621172.062500 Penalty: 4295.744141
	Iteration 46Q: 3 clusters Score -621172.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -621199.062500 Penalty: 4295.744141
	Iteration 47Q: 3 clusters Score -621199.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -621226.687500 Penalty: 4295.744141
	Iteration 48Q: 3 clusters Score -621226.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -621255.687500 Penalty: 4295.744141
	Iteration 49Q: 3 clusters Score -621255.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -621284.250000 Penalty: 4295.744141
	Iteration 50Q: 3 clusters Score -621284.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -621312.500000 Penalty: 4295.744141
	Iteration 51Q: 3 clusters Score -621312.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -621334.437500 Penalty: 4295.744141
	Iteration 52Q: 3 clusters Score -621334.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -621355.312500 Penalty: 4295.744141
	Iteration 53Q: 3 clusters Score -621355.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -621371.625000 Penalty: 4295.744141
	Iteration 54Q: 3 clusters Score -621371.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -621380.312500 Penalty: 4295.744141
	Iteration 55Q: 3 clusters Score -621380.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -621389.500000 Penalty: 4295.744141
	Iteration 56Q: 3 clusters Score -621389.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -621397.375000 Penalty: 4295.744141
	Iteration 57Q: 3 clusters Score -621397.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -621407.000000 Penalty: 4295.744141
	Iteration 58Q: 3 clusters Score -621407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -621417.125000 Penalty: 4295.744141
	Iteration 59Q: 3 clusters Score -621417.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -621422.937500 Penalty: 4295.744141
	Iteration 60F: 3 clusters Score -621422.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -621431.562500 Penalty: 4295.744141
	Iteration 61Q: 3 clusters Score -621431.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -621438.375000 Penalty: 4295.744141
	Iteration 62Q: 3 clusters Score -621438.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -621443.687500 Penalty: 4295.744141
	Iteration 63Q: 3 clusters Score -621443.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -621446.875000 Penalty: 4295.744141
	Iteration 64Q: 3 clusters Score -621446.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -621454.125000 Penalty: 4295.744141
	Iteration 65Q: 3 clusters Score -621454.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -621458.687500 Penalty: 4295.744141
	Iteration 66Q: 3 clusters Score -621458.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -621461.437500 Penalty: 4295.744141
	Iteration 67Q: 3 clusters Score -621461.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -621468.312500 Penalty: 4295.744141
	Iteration 68Q: 3 clusters Score -621468.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -621473.750000 Penalty: 4295.744141
	Iteration 69Q: 3 clusters Score -621473.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -621476.187500 Penalty: 4295.744141
	Iteration 70Q: 3 clusters Score -621476.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -621481.187500 Penalty: 4295.744141
	Iteration 71Q: 3 clusters Score -621481.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -621487.000000 Penalty: 4295.744141
	Iteration 72Q: 3 clusters Score -621487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -621493.062500 Penalty: 4295.744141
	Iteration 73Q: 3 clusters Score -621493.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -621499.937500 Penalty: 4295.744141
	Iteration 74Q: 3 clusters Score -621499.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -621504.562500 Penalty: 4295.744141
	Iteration 75Q: 3 clusters Score -621504.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -621505.625000 Penalty: 4295.744141
	Iteration 76Q: 3 clusters Score -621505.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -621508.375000 Penalty: 4295.744141
	Iteration 77Q: 3 clusters Score -621508.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -621510.750000 Penalty: 4295.744141
	Iteration 78Q: 3 clusters Score -621510.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -621511.500000 Penalty: 4295.744141
	Iteration 79Q: 3 clusters Score -621511.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -621511.500000 Penalty: 4295.744141
	Iteration 80F: 3 clusters Score -621511.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (3175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Entering Unmasked Estep 
Score: -338478.125000 Penalty: 1999.639526
	Iteration 0F: 2 clusters Score -338478.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -335071.687500 Penalty: 3999.279053
	Iteration 0F: 3 clusters Score -335071.7 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -335789.937500 Penalty: 3999.279053
	Iteration 1F: 3 clusters Score -335789.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -335946.562500 Penalty: 3999.279053
	Iteration 2F: 3 clusters Score -335946.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -336020.656250 Penalty: 3999.279053
	Iteration 3Q: 3 clusters Score -336020.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -336063.156250 Penalty: 3999.279053
	Iteration 4Q: 3 clusters Score -336063.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -336102.843750 Penalty: 3999.279053
	Iteration 5Q: 3 clusters Score -336102.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -336147.093750 Penalty: 3999.279053
	Iteration 6Q: 3 clusters Score -336147.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -336186.250000 Penalty: 3999.279053
	Iteration 7Q: 3 clusters Score -336186.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -336231.718750 Penalty: 3999.279053
	Iteration 8Q: 3 clusters Score -336231.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -336275.000000 Penalty: 3999.279053
	Iteration 9Q: 3 clusters Score -336275 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -336327.031250 Penalty: 3999.279053
	Iteration 10Q: 3 clusters Score -336327 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -336389.000000 Penalty: 3999.279053
	Iteration 11Q: 3 clusters Score -336389 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -336459.375000 Penalty: 3999.279053
	Iteration 12Q: 3 clusters Score -336459.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -336536.656250 Penalty: 3999.279053
	Iteration 13Q: 3 clusters Score -336536.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -336620.062500 Penalty: 3999.279053
	Iteration 14Q: 3 clusters Score -336620.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -336717.375000 Penalty: 3999.279053
	Iteration 15Q: 3 clusters Score -336717.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -336792.718750 Penalty: 3999.279053
	Iteration 16Q: 3 clusters Score -336792.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -336858.218750 Penalty: 3999.279053
	Iteration 17Q: 3 clusters Score -336858.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -336910.625000 Penalty: 3999.279053
	Iteration 18Q: 3 clusters Score -336910.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -336943.031250 Penalty: 3999.279053
	Iteration 19Q: 3 clusters Score -336943 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -336971.500000 Penalty: 3999.279053
	Iteration 20F: 3 clusters Score -336971.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -336989.375000 Penalty: 3999.279053
	Iteration 21Q: 3 clusters Score -336989.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -337004.875000 Penalty: 3999.279053
	Iteration 22Q: 3 clusters Score -337004.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -337020.625000 Penalty: 3999.279053
	Iteration 23Q: 3 clusters Score -337020.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -337038.750000 Penalty: 3999.279053
	Iteration 24Q: 3 clusters Score -337038.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -337054.281250 Penalty: 3999.279053
	Iteration 25Q: 3 clusters Score -337054.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -337069.625000 Penalty: 3999.279053
	Iteration 26Q: 3 clusters Score -337069.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -337077.343750 Penalty: 3999.279053
	Iteration 27Q: 3 clusters Score -337077.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -337081.343750 Penalty: 3999.279053
	Iteration 28Q: 3 clusters Score -337081.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -337084.281250 Penalty: 3999.279053
	Iteration 29Q: 3 clusters Score -337084.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -337086.250000 Penalty: 3999.279053
	Iteration 30Q: 3 clusters Score -337086.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -337087.593750 Penalty: 3999.279053
	Iteration 31Q: 3 clusters Score -337087.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -337089.062500 Penalty: 3999.279053
	Iteration 32Q: 3 clusters Score -337089.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -337088.875000 Penalty: 3999.279053
	Iteration 33Q: 3 clusters Score -337088.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -337091.562500 Penalty: 3999.279053
	Iteration 34Q: 3 clusters Score -337091.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -337094.312500 Penalty: 3999.279053
	Iteration 35Q: 3 clusters Score -337094.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -337098.718750 Penalty: 3999.279053
	Iteration 36Q: 3 clusters Score -337098.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -337101.656250 Penalty: 3999.279053
	Iteration 37Q: 3 clusters Score -337101.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -337102.031250 Penalty: 3999.279053
	Iteration 38Q: 3 clusters Score -337102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -337103.625000 Penalty: 3999.279053
	Iteration 39Q: 3 clusters Score -337103.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -337103.625000 Penalty: 3999.279053
	Iteration 40F: 3 clusters Score -337103.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (18810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Entering Unmasked Estep 
Score: -1863060.125000 Penalty: 2440.851807
	Iteration 0F: 2 clusters Score -1863060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1849849.250000 Penalty: 4881.703613
	Iteration 0F: 3 clusters Score -1849849 nChanged 8123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1854432.500000 Penalty: 4881.703613
	Iteration 1F: 3 clusters Score -1854432 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1855063.375000 Penalty: 4881.703613
	Iteration 2F: 3 clusters Score -1855063 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1855677.375000 Penalty: 4881.703613
	Iteration 3F: 3 clusters Score -1855677 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1856202.250000 Penalty: 4881.703613
	Iteration 4F: 3 clusters Score -1856202 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1856713.375000 Penalty: 4881.703613
	Iteration 5F: 3 clusters Score -1856713 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1857180.750000 Penalty: 4881.703613
	Iteration 6Q: 3 clusters Score -1857181 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1857610.500000 Penalty: 4881.703613
	Iteration 7Q: 3 clusters Score -1857610 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1858003.125000 Penalty: 4881.703613
	Iteration 8Q: 3 clusters Score -1858003 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1858379.000000 Penalty: 4881.703613
	Iteration 9Q: 3 clusters Score -1858379 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1858737.625000 Penalty: 4881.703613
	Iteration 10Q: 3 clusters Score -1858738 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1859085.875000 Penalty: 4881.703613
	Iteration 11Q: 3 clusters Score -1859086 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1859379.000000 Penalty: 4881.703613
	Iteration 12Q: 3 clusters Score -1859379 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1859618.625000 Penalty: 4881.703613
	Iteration 13Q: 3 clusters Score -1859619 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1859824.750000 Penalty: 4881.703613
	Iteration 14Q: 3 clusters Score -1859825 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1859992.500000 Penalty: 4881.703613
	Iteration 15Q: 3 clusters Score -1859992 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1860118.625000 Penalty: 4881.703613
	Iteration 16Q: 3 clusters Score -1860119 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1860202.000000 Penalty: 4881.703613
	Iteration 17Q: 3 clusters Score -1860202 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1860289.875000 Penalty: 4881.703613
	Iteration 18Q: 3 clusters Score -1860290 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1860367.125000 Penalty: 4881.703613
	Iteration 19Q: 3 clusters Score -1860367 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1860443.250000 Penalty: 4881.703613
	Iteration 20F: 3 clusters Score -1860443 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1860511.875000 Penalty: 4881.703613
	Iteration 21Q: 3 clusters Score -1860512 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1860572.125000 Penalty: 4881.703613
	Iteration 22Q: 3 clusters Score -1860572 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1860617.875000 Penalty: 4881.703613
	Iteration 23Q: 3 clusters Score -1860618 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1860671.375000 Penalty: 4881.703613
	Iteration 24Q: 3 clusters Score -1860671 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1860725.000000 Penalty: 4881.703613
	Iteration 25Q: 3 clusters Score -1860725 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1860760.375000 Penalty: 4881.703613
	Iteration 26Q: 3 clusters Score -1860760 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1860811.375000 Penalty: 4881.703613
	Iteration 27Q: 3 clusters Score -1860811 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1860862.750000 Penalty: 4881.703613
	Iteration 28Q: 3 clusters Score -1860863 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1860912.375000 Penalty: 4881.703613
	Iteration 29Q: 3 clusters Score -1860912 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1860961.750000 Penalty: 4881.703613
	Iteration 30Q: 3 clusters Score -1860962 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1861014.750000 Penalty: 4881.703613
	Iteration 31Q: 3 clusters Score -1861015 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1861057.750000 Penalty: 4881.703613
	Iteration 32Q: 3 clusters Score -1861058 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1861090.500000 Penalty: 4881.703613
	Iteration 33Q: 3 clusters Score -1861090 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1861119.000000 Penalty: 4881.703613
	Iteration 34Q: 3 clusters Score -1861119 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1861149.125000 Penalty: 4881.703613
	Iteration 35Q: 3 clusters Score -1861149 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1861170.625000 Penalty: 4881.703613
	Iteration 36Q: 3 clusters Score -1861171 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1861196.375000 Penalty: 4881.703613
	Iteration 37Q: 3 clusters Score -1861196 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1861226.750000 Penalty: 4881.703613
	Iteration 38Q: 3 clusters Score -1861227 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1861246.000000 Penalty: 4881.703613
	Iteration 39Q: 3 clusters Score -1861246 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1861256.875000 Penalty: 4881.703613
	Iteration 40F: 3 clusters Score -1861257 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1861269.625000 Penalty: 4881.703613
	Iteration 41Q: 3 clusters Score -1861270 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1861273.375000 Penalty: 4881.703613
	Iteration 42Q: 3 clusters Score -1861273 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1861283.375000 Penalty: 4881.703613
	Iteration 43Q: 3 clusters Score -1861283 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1861292.625000 Penalty: 4881.703613
	Iteration 44Q: 3 clusters Score -1861293 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1861304.625000 Penalty: 4881.703613
	Iteration 45Q: 3 clusters Score -1861305 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1861312.750000 Penalty: 4881.703613
	Iteration 46Q: 3 clusters Score -1861313 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1861316.750000 Penalty: 4881.703613
	Iteration 47Q: 3 clusters Score -1861317 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1861323.625000 Penalty: 4881.703613
	Iteration 48Q: 3 clusters Score -1861324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1861329.750000 Penalty: 4881.703613
	Iteration 49Q: 3 clusters Score -1861330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1861334.750000 Penalty: 4881.703613
	Iteration 50Q: 3 clusters Score -1861335 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1861342.625000 Penalty: 4881.703613
	Iteration 51Q: 3 clusters Score -1861343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1861349.750000 Penalty: 4881.703613
	Iteration 52Q: 3 clusters Score -1861350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1861361.750000 Penalty: 4881.703613
	Iteration 53Q: 3 clusters Score -1861362 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1861374.250000 Penalty: 4881.703613
	Iteration 54Q: 3 clusters Score -1861374 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1861394.375000 Penalty: 4881.703613
	Iteration 55Q: 3 clusters Score -1861394 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1861407.625000 Penalty: 4881.703613
	Iteration 56Q: 3 clusters Score -1861408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1861414.500000 Penalty: 4881.703613
	Iteration 57Q: 3 clusters Score -1861414 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1861422.375000 Penalty: 4881.703613
	Iteration 58Q: 3 clusters Score -1861422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1861426.375000 Penalty: 4881.703613
	Iteration 59Q: 3 clusters Score -1861426 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1861440.125000 Penalty: 4881.703613
	Iteration 60F: 3 clusters Score -1861440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1861447.250000 Penalty: 4881.703613
	Iteration 61Q: 3 clusters Score -1861447 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1861451.750000 Penalty: 4881.703613
	Iteration 62Q: 3 clusters Score -1861452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1861458.250000 Penalty: 4881.703613
	Iteration 63Q: 3 clusters Score -1861458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1861461.875000 Penalty: 4881.703613
	Iteration 64Q: 3 clusters Score -1861462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1861464.375000 Penalty: 4881.703613
	Iteration 65Q: 3 clusters Score -1861464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1861467.125000 Penalty: 4881.703613
	Iteration 66Q: 3 clusters Score -1861467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1861468.250000 Penalty: 4881.703613
	Iteration 67Q: 3 clusters Score -1861468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1861469.500000 Penalty: 4881.703613
	Iteration 68Q: 3 clusters Score -1861470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1861471.125000 Penalty: 4881.703613
	Iteration 69Q: 3 clusters Score -1861471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1861472.750000 Penalty: 4881.703613
	Iteration 70Q: 3 clusters Score -1861473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1861472.750000 Penalty: 4881.703613
	Iteration 71F: 3 clusters Score -1861473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (3617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Entering Unmasked Estep 
Score: -344229.562500 Penalty: 2031.963257
	Iteration 0F: 2 clusters Score -344229.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -340603.437500 Penalty: 4063.926514
	Iteration 0F: 3 clusters Score -340603.4 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -341457.843750 Penalty: 4063.926514
	Iteration 1F: 3 clusters Score -341457.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -341716.718750 Penalty: 4063.926514
	Iteration 2F: 3 clusters Score -341716.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -341856.062500 Penalty: 4063.926514
	Iteration 3F: 3 clusters Score -341856.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -341947.406250 Penalty: 4063.926514
	Iteration 4Q: 3 clusters Score -341947.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -342013.187500 Penalty: 4063.926514
	Iteration 5Q: 3 clusters Score -342013.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -342068.031250 Penalty: 4063.926514
	Iteration 6Q: 3 clusters Score -342068 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -342158.593750 Penalty: 4063.926514
	Iteration 7Q: 3 clusters Score -342158.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -342246.093750 Penalty: 4063.926514
	Iteration 8Q: 3 clusters Score -342246.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -342333.531250 Penalty: 4063.926514
	Iteration 9Q: 3 clusters Score -342333.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -342407.656250 Penalty: 4063.926514
	Iteration 10Q: 3 clusters Score -342407.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -342473.687500 Penalty: 4063.926514
	Iteration 11Q: 3 clusters Score -342473.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -342555.093750 Penalty: 4063.926514
	Iteration 12Q: 3 clusters Score -342555.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -342610.843750 Penalty: 4063.926514
	Iteration 13Q: 3 clusters Score -342610.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -342659.781250 Penalty: 4063.926514
	Iteration 14Q: 3 clusters Score -342659.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -342693.937500 Penalty: 4063.926514
	Iteration 15Q: 3 clusters Score -342693.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -342731.250000 Penalty: 4063.926514
	Iteration 16Q: 3 clusters Score -342731.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -342767.281250 Penalty: 4063.926514
	Iteration 17Q: 3 clusters Score -342767.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -342802.375000 Penalty: 4063.926514
	Iteration 18Q: 3 clusters Score -342802.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -342831.500000 Penalty: 4063.926514
	Iteration 19Q: 3 clusters Score -342831.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -342866.125000 Penalty: 4063.926514
	Iteration 20F: 3 clusters Score -342866.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -342903.687500 Penalty: 4063.926514
	Iteration 21Q: 3 clusters Score -342903.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -342919.625000 Penalty: 4063.926514
	Iteration 22Q: 3 clusters Score -342919.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -342934.312500 Penalty: 4063.926514
	Iteration 23Q: 3 clusters Score -342934.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -342946.812500 Penalty: 4063.926514
	Iteration 24Q: 3 clusters Score -342946.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -342958.750000 Penalty: 4063.926514
	Iteration 25Q: 3 clusters Score -342958.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -342969.843750 Penalty: 4063.926514
	Iteration 26Q: 3 clusters Score -342969.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -342977.281250 Penalty: 4063.926514
	Iteration 27Q: 3 clusters Score -342977.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -342985.625000 Penalty: 4063.926514
	Iteration 28Q: 3 clusters Score -342985.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -342995.812500 Penalty: 4063.926514
	Iteration 29Q: 3 clusters Score -342995.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -343010.375000 Penalty: 4063.926514
	Iteration 30Q: 3 clusters Score -343010.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -343024.187500 Penalty: 4063.926514
	Iteration 31Q: 3 clusters Score -343024.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -343031.500000 Penalty: 4063.926514
	Iteration 32Q: 3 clusters Score -343031.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -343035.750000 Penalty: 4063.926514
	Iteration 33Q: 3 clusters Score -343035.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -343037.750000 Penalty: 4063.926514
	Iteration 34Q: 3 clusters Score -343037.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -343038.250000 Penalty: 4063.926514
	Iteration 35Q: 3 clusters Score -343038.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -343038.250000 Penalty: 4063.926514
	Iteration 36F: 3 clusters Score -343038.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Entering Unmasked Estep 
Score: -168144.468750 Penalty: 1835.202393
	Iteration 0F: 2 clusters Score -168144.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -165749.718750 Penalty: 3670.404785
	Iteration 0F: 3 clusters Score -165749.7 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -166129.250000 Penalty: 3670.404785
	Iteration 1F: 3 clusters Score -166129.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -166241.578125 Penalty: 3670.404785
	Iteration 2F: 3 clusters Score -166241.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -166305.765625 Penalty: 3670.404785
	Iteration 3Q: 3 clusters Score -166305.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -166367.437500 Penalty: 3670.404785
	Iteration 4Q: 3 clusters Score -166367.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -166428.531250 Penalty: 3670.404785
	Iteration 5Q: 3 clusters Score -166428.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -166474.890625 Penalty: 3670.404785
	Iteration 6Q: 3 clusters Score -166474.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -166515.046875 Penalty: 3670.404785
	Iteration 7Q: 3 clusters Score -166515 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -166555.500000 Penalty: 3670.404785
	Iteration 8Q: 3 clusters Score -166555.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -166578.671875 Penalty: 3670.404785
	Iteration 9Q: 3 clusters Score -166578.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -166596.546875 Penalty: 3670.404785
	Iteration 10Q: 3 clusters Score -166596.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -166611.390625 Penalty: 3670.404785
	Iteration 11Q: 3 clusters Score -166611.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -166626.921875 Penalty: 3670.404785
	Iteration 12Q: 3 clusters Score -166626.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -166640.953125 Penalty: 3670.404785
	Iteration 13Q: 3 clusters Score -166641 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -166654.031250 Penalty: 3670.404785
	Iteration 14Q: 3 clusters Score -166654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -166666.875000 Penalty: 3670.404785
	Iteration 15Q: 3 clusters Score -166666.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -166679.281250 Penalty: 3670.404785
	Iteration 16Q: 3 clusters Score -166679.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -166692.921875 Penalty: 3670.404785
	Iteration 17Q: 3 clusters Score -166692.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -166719.531250 Penalty: 3670.404785
	Iteration 18Q: 3 clusters Score -166719.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -166757.328125 Penalty: 3670.404785
	Iteration 19Q: 3 clusters Score -166757.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -166861.875000 Penalty: 3670.404785
	Iteration 20F: 3 clusters Score -166861.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -167039.015625 Penalty: 3670.404785
	Iteration 21Q: 3 clusters Score -167039 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -167227.609375 Penalty: 3670.404785
	Iteration 22Q: 3 clusters Score -167227.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -167385.812500 Penalty: 3670.404785
	Iteration 23Q: 3 clusters Score -167385.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -167591.609375 Penalty: 3670.404785
	Iteration 24Q: 3 clusters Score -167591.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -167672.968750 Penalty: 3670.404785
	Iteration 25Q: 3 clusters Score -167673 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -167722.390625 Penalty: 3670.404785
	Iteration 26Q: 3 clusters Score -167722.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -167774.203125 Penalty: 3670.404785
	Iteration 27Q: 3 clusters Score -167774.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -167814.578125 Penalty: 3670.404785
	Iteration 28Q: 3 clusters Score -167814.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -167838.656250 Penalty: 3670.404785
	Iteration 29Q: 3 clusters Score -167838.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -167857.703125 Penalty: 3670.404785
	Iteration 30Q: 3 clusters Score -167857.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -167879.578125 Penalty: 3670.404785
	Iteration 31Q: 3 clusters Score -167879.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -167900.218750 Penalty: 3670.404785
	Iteration 32Q: 3 clusters Score -167900.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -167915.421875 Penalty: 3670.404785
	Iteration 33Q: 3 clusters Score -167915.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -167924.046875 Penalty: 3670.404785
	Iteration 34Q: 3 clusters Score -167924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -167932.359375 Penalty: 3670.404785
	Iteration 35Q: 3 clusters Score -167932.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -167941.578125 Penalty: 3670.404785
	Iteration 36Q: 3 clusters Score -167941.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -167954.390625 Penalty: 3670.404785
	Iteration 37Q: 3 clusters Score -167954.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -167964.843750 Penalty: 3670.404785
	Iteration 38Q: 3 clusters Score -167964.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -167975.484375 Penalty: 3670.404785
	Iteration 39Q: 3 clusters Score -167975.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -167989.093750 Penalty: 3670.404785
	Iteration 40F: 3 clusters Score -167989.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -167999.593750 Penalty: 3670.404785
	Iteration 41Q: 3 clusters Score -167999.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -168007.218750 Penalty: 3670.404785
	Iteration 42Q: 3 clusters Score -168007.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -168013.421875 Penalty: 3670.404785
	Iteration 43Q: 3 clusters Score -168013.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -168020.031250 Penalty: 3670.404785
	Iteration 44Q: 3 clusters Score -168020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -168022.343750 Penalty: 3670.404785
	Iteration 45Q: 3 clusters Score -168022.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -168025.609375 Penalty: 3670.404785
	Iteration 46Q: 3 clusters Score -168025.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -168027.687500 Penalty: 3670.404785
	Iteration 47Q: 3 clusters Score -168027.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -168028.859375 Penalty: 3670.404785
	Iteration 48Q: 3 clusters Score -168028.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -168029.687500 Penalty: 3670.404785
	Iteration 49Q: 3 clusters Score -168029.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -168031.265625 Penalty: 3670.404785
	Iteration 50Q: 3 clusters Score -168031.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -168032.140625 Penalty: 3670.404785
	Iteration 51Q: 3 clusters Score -168032.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -168032.140625 Penalty: 3670.404785
	Iteration 52F: 3 clusters Score -168032.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Entering Unmasked Estep 
Score: -208442.546875 Penalty: 1878.872192
	Iteration 0F: 2 clusters Score -208442.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -205836.093750 Penalty: 3757.744385
	Iteration 0F: 3 clusters Score -205836.1 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -206326.890625 Penalty: 3757.744385
	Iteration 1F: 3 clusters Score -206326.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -206480.734375 Penalty: 3757.744385
	Iteration 2F: 3 clusters Score -206480.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -206567.437500 Penalty: 3757.744385
	Iteration 3F: 3 clusters Score -206567.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -206614.171875 Penalty: 3757.744385
	Iteration 4Q: 3 clusters Score -206614.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -206655.390625 Penalty: 3757.744385
	Iteration 5Q: 3 clusters Score -206655.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -206688.312500 Penalty: 3757.744385
	Iteration 6Q: 3 clusters Score -206688.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -206710.312500 Penalty: 3757.744385
	Iteration 7Q: 3 clusters Score -206710.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -206727.468750 Penalty: 3757.744385
	Iteration 8Q: 3 clusters Score -206727.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -206736.421875 Penalty: 3757.744385
	Iteration 9Q: 3 clusters Score -206736.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -206749.343750 Penalty: 3757.744385
	Iteration 10Q: 3 clusters Score -206749.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -206760.500000 Penalty: 3757.744385
	Iteration 11Q: 3 clusters Score -206760.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -206766.750000 Penalty: 3757.744385
	Iteration 12Q: 3 clusters Score -206766.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -206774.171875 Penalty: 3757.744385
	Iteration 13Q: 3 clusters Score -206774.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -206780.156250 Penalty: 3757.744385
	Iteration 14Q: 3 clusters Score -206780.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -206784.625000 Penalty: 3757.744385
	Iteration 15Q: 3 clusters Score -206784.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -206788.843750 Penalty: 3757.744385
	Iteration 16Q: 3 clusters Score -206788.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -206793.703125 Penalty: 3757.744385
	Iteration 17Q: 3 clusters Score -206793.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -206796.593750 Penalty: 3757.744385
	Iteration 18Q: 3 clusters Score -206796.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -206798.546875 Penalty: 3757.744385
	Iteration 19Q: 3 clusters Score -206798.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -206802.796875 Penalty: 3757.744385
	Iteration 20F: 3 clusters Score -206802.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -206806.234375 Penalty: 3757.744385
	Iteration 21Q: 3 clusters Score -206806.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -206809.265625 Penalty: 3757.744385
	Iteration 22Q: 3 clusters Score -206809.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -206813.203125 Penalty: 3757.744385
	Iteration 23Q: 3 clusters Score -206813.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -206814.906250 Penalty: 3757.744385
	Iteration 24Q: 3 clusters Score -206814.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -206816.343750 Penalty: 3757.744385
	Iteration 25Q: 3 clusters Score -206816.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -206816.921875 Penalty: 3757.744385
	Iteration 26Q: 3 clusters Score -206816.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -206817.718750 Penalty: 3757.744385
	Iteration 27Q: 3 clusters Score -206817.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -206818.484375 Penalty: 3757.744385
	Iteration 28Q: 3 clusters Score -206818.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -206818.484375 Penalty: 3757.744385
	Iteration 29F: 3 clusters Score -206818.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (33321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33321 members 
Entering Unmasked Estep 
Score: -3614954.000000 Penalty: 2582.657959
	Iteration 0F: 2 clusters Score -3614954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -3592137.500000 Penalty: 5165.315918
	Iteration 0F: 3 clusters Score -3592138 nChanged 15084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -3600503.500000 Penalty: 5165.315918
	Iteration 1F: 3 clusters Score -3600504 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -3601040.750000 Penalty: 5165.315918
	Iteration 2Q: 3 clusters Score -3601041 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -3601610.000000 Penalty: 5165.315918
	Iteration 3Q: 3 clusters Score -3601610 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -3602260.250000 Penalty: 5165.315918
	Iteration 4Q: 3 clusters Score -3602260 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -3603184.500000 Penalty: 5165.315918
	Iteration 5F: 3 clusters Score -3603184 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -3604299.500000 Penalty: 5165.315918
	Iteration 6F: 3 clusters Score -3604300 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -3605611.500000 Penalty: 5165.315918
	Iteration 7F: 3 clusters Score -3605612 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -3607073.750000 Penalty: 5165.315918
	Iteration 8F: 3 clusters Score -3607074 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -3608469.250000 Penalty: 5165.315918
	Iteration 9F: 3 clusters Score -3608469 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -3609650.750000 Penalty: 5165.315918
	Iteration 10Q: 3 clusters Score -3609651 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -3610492.750000 Penalty: 5165.315918
	Iteration 11Q: 3 clusters Score -3610493 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -3611005.750000 Penalty: 5165.315918
	Iteration 12Q: 3 clusters Score -3611006 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -3611295.250000 Penalty: 5165.315918
	Iteration 13Q: 3 clusters Score -3611295 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -3611453.750000 Penalty: 5165.315918
	Iteration 14Q: 3 clusters Score -3611454 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -3611543.250000 Penalty: 5165.315918
	Iteration 15Q: 3 clusters Score -3611543 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -3611637.750000 Penalty: 5165.315918
	Iteration 16Q: 3 clusters Score -3611638 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -3611704.250000 Penalty: 5165.315918
	Iteration 17Q: 3 clusters Score -3611704 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -3611744.000000 Penalty: 5165.315918
	Iteration 18Q: 3 clusters Score -3611744 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -3611824.500000 Penalty: 5165.315918
	Iteration 19Q: 3 clusters Score -3611824 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -3611868.750000 Penalty: 5165.315918
	Iteration 20F: 3 clusters Score -3611869 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -3611938.250000 Penalty: 5165.315918
	Iteration 21Q: 3 clusters Score -3611938 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -3611998.250000 Penalty: 5165.315918
	Iteration 22Q: 3 clusters Score -3611998 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -3612061.750000 Penalty: 5165.315918
	Iteration 23Q: 3 clusters Score -3612062 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -3612121.000000 Penalty: 5165.315918
	Iteration 24Q: 3 clusters Score -3612121 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -3612182.000000 Penalty: 5165.315918
	Iteration 25Q: 3 clusters Score -3612182 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -3612261.750000 Penalty: 5165.315918
	Iteration 26Q: 3 clusters Score -3612262 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -3612335.000000 Penalty: 5165.315918
	Iteration 27Q: 3 clusters Score -3612335 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -3612387.750000 Penalty: 5165.315918
	Iteration 28Q: 3 clusters Score -3612388 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -3612440.250000 Penalty: 5165.315918
	Iteration 29Q: 3 clusters Score -3612440 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -3612493.000000 Penalty: 5165.315918
	Iteration 30Q: 3 clusters Score -3612493 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -3612537.250000 Penalty: 5165.315918
	Iteration 31Q: 3 clusters Score -3612537 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -3612583.250000 Penalty: 5165.315918
	Iteration 32Q: 3 clusters Score -3612583 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -3612647.250000 Penalty: 5165.315918
	Iteration 33Q: 3 clusters Score -3612647 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -3612717.000000 Penalty: 5165.315918
	Iteration 34Q: 3 clusters Score -3612717 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29795 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -3612771.250000 Penalty: 5165.315918
	Iteration 35Q: 3 clusters Score -3612771 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29904 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -3612798.250000 Penalty: 5165.315918
	Iteration 36Q: 3 clusters Score -3612798 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30003 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -3612836.250000 Penalty: 5165.315918
	Iteration 37Q: 3 clusters Score -3612836 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -3612869.500000 Penalty: 5165.315918
	Iteration 38Q: 3 clusters Score -3612870 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -3612909.500000 Penalty: 5165.315918
	Iteration 39Q: 3 clusters Score -3612910 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30233 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -3612936.500000 Penalty: 5165.315918
	Iteration 40F: 3 clusters Score -3612936 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -3612960.500000 Penalty: 5165.315918
	Iteration 41Q: 3 clusters Score -3612960 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -3612985.250000 Penalty: 5165.315918
	Iteration 42Q: 3 clusters Score -3612985 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -3612991.750000 Penalty: 5165.315918
	Iteration 43Q: 3 clusters Score -3612992 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -3613001.000000 Penalty: 5165.315918
	Iteration 44Q: 3 clusters Score -3613001 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -3613015.250000 Penalty: 5165.315918
	Iteration 45Q: 3 clusters Score -3613015 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -3613027.500000 Penalty: 5165.315918
	Iteration 46Q: 3 clusters Score -3613028 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -3613041.750000 Penalty: 5165.315918
	Iteration 47Q: 3 clusters Score -3613042 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -3613062.500000 Penalty: 5165.315918
	Iteration 48Q: 3 clusters Score -3613062 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -3613059.000000 Penalty: 5165.315918
	Iteration 49Q: 3 clusters Score -3613059 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -3613060.750000 Penalty: 5165.315918
	Iteration 50Q: 3 clusters Score -3613061 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -3613069.000000 Penalty: 5165.315918
	Iteration 51Q: 3 clusters Score -3613069 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -3613069.500000 Penalty: 5165.315918
	Iteration 52Q: 3 clusters Score -3613070 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -3613078.000000 Penalty: 5165.315918
	Iteration 53Q: 3 clusters Score -3613078 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -3613091.500000 Penalty: 5165.315918
	Iteration 54Q: 3 clusters Score -3613092 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -3613101.000000 Penalty: 5165.315918
	Iteration 55Q: 3 clusters Score -3613101 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -3613112.000000 Penalty: 5165.315918
	Iteration 56Q: 3 clusters Score -3613112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -3613110.000000 Penalty: 5165.315918
	Iteration 57Q: 3 clusters Score -3613110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -3613108.250000 Penalty: 5165.315918
	Iteration 58Q: 3 clusters Score -3613108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -3613113.000000 Penalty: 5165.315918
	Iteration 59Q: 3 clusters Score -3613113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -3613110.500000 Penalty: 5165.315918
	Iteration 60F: 3 clusters Score -3613110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30841 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -3613113.750000 Penalty: 5165.315918
	Iteration 61Q: 3 clusters Score -3613114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -3613108.000000 Penalty: 5165.315918
	Iteration 62Q: 3 clusters Score -3613108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -3613111.500000 Penalty: 5165.315918
	Iteration 63Q: 3 clusters Score -3613112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -3613110.250000 Penalty: 5165.315918
	Iteration 64Q: 3 clusters Score -3613110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -3613116.000000 Penalty: 5165.315918
	Iteration 65Q: 3 clusters Score -3613116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30868 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -3613117.000000 Penalty: 5165.315918
	Iteration 66Q: 3 clusters Score -3613117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -3613118.750000 Penalty: 5165.315918
	Iteration 67Q: 3 clusters Score -3613119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -3613125.000000 Penalty: 5165.315918
	Iteration 68Q: 3 clusters Score -3613125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30879 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -3613121.500000 Penalty: 5165.315918
	Iteration 69Q: 3 clusters Score -3613122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -3613125.250000 Penalty: 5165.315918
	Iteration 70Q: 3 clusters Score -3613125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -3613119.750000 Penalty: 5165.315918
	Iteration 71Q: 3 clusters Score -3613120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -3613119.000000 Penalty: 5165.315918
	Iteration 72Q: 3 clusters Score -3613119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30896 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -3613123.250000 Penalty: 5165.315918
	Iteration 73Q: 3 clusters Score -3613123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -3613124.500000 Penalty: 5165.315918
	Iteration 74Q: 3 clusters Score -3613124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -3613124.500000 Penalty: 5165.315918
	Iteration 75F: 3 clusters Score -3613124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (7787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Entering Unmasked Estep 
Score: -846442.187500 Penalty: 2222.132324
	Iteration 0F: 2 clusters Score -846442.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -840200.562500 Penalty: 4444.264648
	Iteration 0F: 3 clusters Score -840200.6 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -841833.625000 Penalty: 4444.264648
	Iteration 1F: 3 clusters Score -841833.6 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -842105.500000 Penalty: 4444.264648
	Iteration 2F: 3 clusters Score -842105.5 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -842287.312500 Penalty: 4444.264648
	Iteration 3F: 3 clusters Score -842287.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -842399.875000 Penalty: 4444.264648
	Iteration 4Q: 3 clusters Score -842399.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -842488.375000 Penalty: 4444.264648
	Iteration 5Q: 3 clusters Score -842488.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -842585.625000 Penalty: 4444.264648
	Iteration 6Q: 3 clusters Score -842585.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -842667.312500 Penalty: 4444.264648
	Iteration 7Q: 3 clusters Score -842667.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -842733.562500 Penalty: 4444.264648
	Iteration 8Q: 3 clusters Score -842733.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -842791.312500 Penalty: 4444.264648
	Iteration 9Q: 3 clusters Score -842791.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -842862.562500 Penalty: 4444.264648
	Iteration 10Q: 3 clusters Score -842862.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -842955.062500 Penalty: 4444.264648
	Iteration 11Q: 3 clusters Score -842955.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -843067.062500 Penalty: 4444.264648
	Iteration 12Q: 3 clusters Score -843067.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -843220.562500 Penalty: 4444.264648
	Iteration 13Q: 3 clusters Score -843220.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -843376.812500 Penalty: 4444.264648
	Iteration 14Q: 3 clusters Score -843376.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -843526.750000 Penalty: 4444.264648
	Iteration 15Q: 3 clusters Score -843526.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -843681.000000 Penalty: 4444.264648
	Iteration 16Q: 3 clusters Score -843681 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -843833.687500 Penalty: 4444.264648
	Iteration 17Q: 3 clusters Score -843833.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -843974.000000 Penalty: 4444.264648
	Iteration 18Q: 3 clusters Score -843974 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -844099.125000 Penalty: 4444.264648
	Iteration 19Q: 3 clusters Score -844099.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -844195.375000 Penalty: 4444.264648
	Iteration 20F: 3 clusters Score -844195.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -844265.562500 Penalty: 4444.264648
	Iteration 21Q: 3 clusters Score -844265.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -844335.750000 Penalty: 4444.264648
	Iteration 22Q: 3 clusters Score -844335.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -844396.375000 Penalty: 4444.264648
	Iteration 23Q: 3 clusters Score -844396.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -844434.812500 Penalty: 4444.264648
	Iteration 24Q: 3 clusters Score -844434.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -844468.000000 Penalty: 4444.264648
	Iteration 25Q: 3 clusters Score -844468 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -844489.812500 Penalty: 4444.264648
	Iteration 26Q: 3 clusters Score -844489.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -844500.187500 Penalty: 4444.264648
	Iteration 27Q: 3 clusters Score -844500.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -844506.750000 Penalty: 4444.264648
	Iteration 28Q: 3 clusters Score -844506.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -844514.375000 Penalty: 4444.264648
	Iteration 29Q: 3 clusters Score -844514.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -844520.500000 Penalty: 4444.264648
	Iteration 30Q: 3 clusters Score -844520.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -844530.187500 Penalty: 4444.264648
	Iteration 31Q: 3 clusters Score -844530.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -844532.125000 Penalty: 4444.264648
	Iteration 32Q: 3 clusters Score -844532.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -844532.875000 Penalty: 4444.264648
	Iteration 33Q: 3 clusters Score -844532.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -844533.187500 Penalty: 4444.264648
	Iteration 34Q: 3 clusters Score -844533.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -844533.187500 Penalty: 4444.264648
	Iteration 35F: 3 clusters Score -844533.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156939 members 
Mstep: Class 2 contains 2991 members 
Mstep: Class 3 contains 11862 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24800 members 
Mstep: Class 6 contains 72595 members 
Mstep: Class 7 contains 12312 members 
Mstep: Class 8 contains 1693 members 
Mstep: Class 9 contains 182233 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60108 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43664 members 
Mstep: Class 15 contains 12204 members 
Mstep: Class 16 contains 7538 members 
Mstep: Class 17 contains 25156 members 
Mstep: Class 18 contains 104215 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 38318 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9023 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14283 members 
Mstep: Class 29 contains 22763 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13480 members 
Mstep: Class 32 contains 8059 members 
Mstep: Class 33 contains 67935 members 
Mstep: Class 34 contains 26185 members 
Mstep: Class 35 contains 15211 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18935 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14171 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18810 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33321 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182168.000000 Penalty: 179445.484375
Iteration 439Q: 53 clusters Score -1.151822e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156939 members 
Mstep: Class 2 contains 2991 members 
Mstep: Class 3 contains 11862 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24802 members 
Mstep: Class 6 contains 72595 members 
Mstep: Class 7 contains 12316 members 
Mstep: Class 8 contains 1693 members 
Mstep: Class 9 contains 182235 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60109 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43658 members 
Mstep: Class 15 contains 12203 members 
Mstep: Class 16 contains 7538 members 
Mstep: Class 17 contains 25156 members 
Mstep: Class 18 contains 104215 members 
Mstep: Class 19 contains 3019 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 38313 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9023 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14283 members 
Mstep: Class 29 contains 22763 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13480 members 
Mstep: Class 32 contains 8059 members 
Mstep: Class 33 contains 67936 members 
Mstep: Class 34 contains 26185 members 
Mstep: Class 35 contains 15211 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18935 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14171 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18811 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33321 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182104.000000 Penalty: 179445.484375
Iteration 440F: 53 clusters Score -1.151821e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156939 members 
Mstep: Class 2 contains 2991 members 
Mstep: Class 3 contains 11862 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24802 members 
Mstep: Class 6 contains 72595 members 
Mstep: Class 7 contains 12318 members 
Mstep: Class 8 contains 1693 members 
Mstep: Class 9 contains 182234 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60110 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43653 members 
Mstep: Class 15 contains 12203 members 
Mstep: Class 16 contains 7538 members 
Mstep: Class 17 contains 25156 members 
Mstep: Class 18 contains 104217 members 
Mstep: Class 19 contains 3020 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 38310 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9023 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14283 members 
Mstep: Class 29 contains 22763 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13480 members 
Mstep: Class 32 contains 8059 members 
Mstep: Class 33 contains 67936 members 
Mstep: Class 34 contains 26185 members 
Mstep: Class 35 contains 15212 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18935 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14172 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18811 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33322 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182112.000000 Penalty: 179445.484375
Iteration 441Q: 53 clusters Score -1.151821e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156939 members 
Mstep: Class 2 contains 2991 members 
Mstep: Class 3 contains 11861 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24801 members 
Mstep: Class 6 contains 72595 members 
Mstep: Class 7 contains 12320 members 
Mstep: Class 8 contains 1693 members 
Mstep: Class 9 contains 182234 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60110 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43652 members 
Mstep: Class 15 contains 12203 members 
Mstep: Class 16 contains 7538 members 
Mstep: Class 17 contains 25156 members 
Mstep: Class 18 contains 104220 members 
Mstep: Class 19 contains 3020 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 38306 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9023 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14283 members 
Mstep: Class 29 contains 22762 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13480 members 
Mstep: Class 32 contains 8059 members 
Mstep: Class 33 contains 67937 members 
Mstep: Class 34 contains 26185 members 
Mstep: Class 35 contains 15212 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18935 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14174 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18810 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33323 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182112.000000 Penalty: 179445.484375
Iteration 442Q: 53 clusters Score -1.151821e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156938 members 
Mstep: Class 2 contains 2991 members 
Mstep: Class 3 contains 11860 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24799 members 
Mstep: Class 6 contains 72595 members 
Mstep: Class 7 contains 12322 members 
Mstep: Class 8 contains 1693 members 
Mstep: Class 9 contains 182234 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60111 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43653 members 
Mstep: Class 15 contains 12203 members 
Mstep: Class 16 contains 7538 members 
Mstep: Class 17 contains 25156 members 
Mstep: Class 18 contains 104225 members 
Mstep: Class 19 contains 3020 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 38301 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9023 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14283 members 
Mstep: Class 29 contains 22762 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13480 members 
Mstep: Class 32 contains 8059 members 
Mstep: Class 33 contains 67939 members 
Mstep: Class 34 contains 26185 members 
Mstep: Class 35 contains 15211 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18935 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14174 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18808 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33324 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182104.000000 Penalty: 179445.484375
Iteration 443Q: 53 clusters Score -1.151821e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156939 members 
Mstep: Class 2 contains 2991 members 
Mstep: Class 3 contains 11859 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24798 members 
Mstep: Class 6 contains 72595 members 
Mstep: Class 7 contains 12321 members 
Mstep: Class 8 contains 1693 members 
Mstep: Class 9 contains 182234 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60111 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43653 members 
Mstep: Class 15 contains 12202 members 
Mstep: Class 16 contains 7538 members 
Mstep: Class 17 contains 25158 members 
Mstep: Class 18 contains 104228 members 
Mstep: Class 19 contains 3020 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 38301 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9023 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14283 members 
Mstep: Class 29 contains 22760 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13480 members 
Mstep: Class 32 contains 8059 members 
Mstep: Class 33 contains 67940 members 
Mstep: Class 34 contains 26185 members 
Mstep: Class 35 contains 15210 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18935 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14174 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18808 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33324 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182048.000000 Penalty: 179445.484375
Iteration 444Q: 53 clusters Score -1.15182e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156941 members 
Mstep: Class 2 contains 2991 members 
Mstep: Class 3 contains 11860 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24795 members 
Mstep: Class 6 contains 72596 members 
Mstep: Class 7 contains 12323 members 
Mstep: Class 8 contains 1693 members 
Mstep: Class 9 contains 182235 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60111 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43652 members 
Mstep: Class 15 contains 12201 members 
Mstep: Class 16 contains 7538 members 
Mstep: Class 17 contains 25157 members 
Mstep: Class 18 contains 104229 members 
Mstep: Class 19 contains 3020 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 38301 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9023 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14283 members 
Mstep: Class 29 contains 22758 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13480 members 
Mstep: Class 32 contains 8059 members 
Mstep: Class 33 contains 67940 members 
Mstep: Class 34 contains 26185 members 
Mstep: Class 35 contains 15210 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18935 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14174 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18808 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33324 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182072.000000 Penalty: 179445.484375
Iteration 445Q: 53 clusters Score -1.151821e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156941 members 
Mstep: Class 2 contains 2991 members 
Mstep: Class 3 contains 11860 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24795 members 
Mstep: Class 6 contains 72596 members 
Mstep: Class 7 contains 12326 members 
Mstep: Class 8 contains 1693 members 
Mstep: Class 9 contains 182235 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60112 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43651 members 
Mstep: Class 15 contains 12201 members 
Mstep: Class 16 contains 7538 members 
Mstep: Class 17 contains 25156 members 
Mstep: Class 18 contains 104229 members 
Mstep: Class 19 contains 3020 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 38298 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9023 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14283 members 
Mstep: Class 29 contains 22759 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13480 members 
Mstep: Class 32 contains 8059 members 
Mstep: Class 33 contains 67941 members 
Mstep: Class 34 contains 26185 members 
Mstep: Class 35 contains 15209 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18935 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14174 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18808 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33324 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182056.000000 Penalty: 179445.484375
Iteration 446Q: 53 clusters Score -1.151821e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156941 members 
Mstep: Class 2 contains 2991 members 
Mstep: Class 3 contains 11860 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24795 members 
Mstep: Class 6 contains 72596 members 
Mstep: Class 7 contains 12326 members 
Mstep: Class 8 contains 1693 members 
Mstep: Class 9 contains 182235 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60112 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43650 members 
Mstep: Class 15 contains 12201 members 
Mstep: Class 16 contains 7538 members 
Mstep: Class 17 contains 25156 members 
Mstep: Class 18 contains 104230 members 
Mstep: Class 19 contains 3020 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 38297 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9023 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14283 members 
Mstep: Class 29 contains 22760 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13480 members 
Mstep: Class 32 contains 8059 members 
Mstep: Class 33 contains 67941 members 
Mstep: Class 34 contains 26185 members 
Mstep: Class 35 contains 15209 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18935 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14174 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18808 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33324 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182048.000000 Penalty: 179445.484375
Iteration 447Q: 53 clusters Score -1.15182e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156941 members 
Mstep: Class 2 contains 2991 members 
Mstep: Class 3 contains 11860 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24792 members 
Mstep: Class 6 contains 72596 members 
Mstep: Class 7 contains 12327 members 
Mstep: Class 8 contains 1693 members 
Mstep: Class 9 contains 182236 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60112 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43650 members 
Mstep: Class 15 contains 12200 members 
Mstep: Class 16 contains 7538 members 
Mstep: Class 17 contains 25156 members 
Mstep: Class 18 contains 104231 members 
Mstep: Class 19 contains 3020 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 38296 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9023 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14283 members 
Mstep: Class 29 contains 22762 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13479 members 
Mstep: Class 32 contains 8059 members 
Mstep: Class 33 contains 67942 members 
Mstep: Class 34 contains 26185 members 
Mstep: Class 35 contains 15209 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18935 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14174 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18808 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33324 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182088.000000 Penalty: 179445.484375
Iteration 448Q: 53 clusters Score -1.151821e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156940 members 
Mstep: Class 2 contains 2991 members 
Mstep: Class 3 contains 11860 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24790 members 
Mstep: Class 6 contains 72596 members 
Mstep: Class 7 contains 12329 members 
Mstep: Class 8 contains 1693 members 
Mstep: Class 9 contains 182237 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60112 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43650 members 
Mstep: Class 15 contains 12199 members 
Mstep: Class 16 contains 7538 members 
Mstep: Class 17 contains 25156 members 
Mstep: Class 18 contains 104231 members 
Mstep: Class 19 contains 3020 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 38293 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9023 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14283 members 
Mstep: Class 29 contains 22762 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13479 members 
Mstep: Class 32 contains 8059 members 
Mstep: Class 33 contains 67944 members 
Mstep: Class 34 contains 26186 members 
Mstep: Class 35 contains 15209 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18935 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14174 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18809 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33324 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182176.000000 Penalty: 179445.484375
Iteration 449Q: 53 clusters Score -1.151822e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156940 members 
Mstep: Class 2 contains 2991 members 
Mstep: Class 3 contains 11860 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24792 members 
Mstep: Class 6 contains 72596 members 
Mstep: Class 7 contains 12330 members 
Mstep: Class 8 contains 1693 members 
Mstep: Class 9 contains 182237 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60112 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43648 members 
Mstep: Class 15 contains 12199 members 
Mstep: Class 16 contains 7538 members 
Mstep: Class 17 contains 25156 members 
Mstep: Class 18 contains 104235 members 
Mstep: Class 19 contains 3020 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 38289 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9023 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14283 members 
Mstep: Class 29 contains 22762 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13479 members 
Mstep: Class 32 contains 8059 members 
Mstep: Class 33 contains 67943 members 
Mstep: Class 34 contains 26186 members 
Mstep: Class 35 contains 15208 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18935 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14174 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18810 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33324 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182176.000000 Penalty: 179445.484375
Iteration 450Q: 53 clusters Score -1.151822e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156940 members 
Mstep: Class 2 contains 2991 members 
Mstep: Class 3 contains 11860 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24793 members 
Mstep: Class 6 contains 72596 members 
Mstep: Class 7 contains 12329 members 
Mstep: Class 8 contains 1693 members 
Mstep: Class 9 contains 182237 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60112 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43647 members 
Mstep: Class 15 contains 12199 members 
Mstep: Class 16 contains 7538 members 
Mstep: Class 17 contains 25156 members 
Mstep: Class 18 contains 104238 members 
Mstep: Class 19 contains 3020 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 38286 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9023 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14283 members 
Mstep: Class 29 contains 22762 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13479 members 
Mstep: Class 32 contains 8059 members 
Mstep: Class 33 contains 67943 members 
Mstep: Class 34 contains 26186 members 
Mstep: Class 35 contains 15209 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18935 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14174 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18810 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33324 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182200.000000 Penalty: 179445.484375
Iteration 451Q: 53 clusters Score -1.151822e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156940 members 
Mstep: Class 2 contains 2991 members 
Mstep: Class 3 contains 11860 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24793 members 
Mstep: Class 6 contains 72596 members 
Mstep: Class 7 contains 12330 members 
Mstep: Class 8 contains 1693 members 
Mstep: Class 9 contains 182237 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60112 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43647 members 
Mstep: Class 15 contains 12199 members 
Mstep: Class 16 contains 7538 members 
Mstep: Class 17 contains 25156 members 
Mstep: Class 18 contains 104241 members 
Mstep: Class 19 contains 3020 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 38282 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9023 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14283 members 
Mstep: Class 29 contains 22762 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13479 members 
Mstep: Class 32 contains 8059 members 
Mstep: Class 33 contains 67943 members 
Mstep: Class 34 contains 26186 members 
Mstep: Class 35 contains 15209 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18935 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14174 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18810 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33324 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182168.000000 Penalty: 179445.484375
Iteration 452Q: 53 clusters Score -1.151822e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156940 members 
Mstep: Class 2 contains 2991 members 
Mstep: Class 3 contains 11860 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24793 members 
Mstep: Class 6 contains 72596 members 
Mstep: Class 7 contains 12330 members 
Mstep: Class 8 contains 1693 members 
Mstep: Class 9 contains 182237 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60112 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43647 members 
Mstep: Class 15 contains 12199 members 
Mstep: Class 16 contains 7538 members 
Mstep: Class 17 contains 25156 members 
Mstep: Class 18 contains 104241 members 
Mstep: Class 19 contains 3020 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 38282 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9023 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14283 members 
Mstep: Class 29 contains 22762 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13479 members 
Mstep: Class 32 contains 8059 members 
Mstep: Class 33 contains 67943 members 
Mstep: Class 34 contains 26186 members 
Mstep: Class 35 contains 15209 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18935 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14174 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18810 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33324 members 
Mstep: Class 52 contains 7787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115182168.000000 Penalty: 179445.484375
Iteration 453F: 53 clusters Score -1.151822e+08 nChanged 0
Entering ConstructFrom: 
Score: -115182168.000000 Penalty: 179445.484375
Entering ConstructFrom: 
Trying to split cluster 1 (156940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156940 members 
Entering Unmasked Estep 
Score: -17260008.000000 Penalty: 2966.977539
	Iteration 0F: 2 clusters Score -1.726001e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78656 members 
Mstep: Class 2 contains 78284 members 
Entering Unmasked Estep 
Score: -17155294.000000 Penalty: 5933.955078
	Iteration 0F: 3 clusters Score -1.715529e+07 nChanged 75091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80733 members 
Mstep: Class 2 contains 76207 members 
Entering Unmasked Estep 
Score: -17197772.000000 Penalty: 5933.955078
	Iteration 1F: 3 clusters Score -1.719777e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82207 members 
Mstep: Class 2 contains 74733 members 
Entering Unmasked Estep 
Score: -17198482.000000 Penalty: 5933.955078
	Iteration 2Q: 3 clusters Score -1.719848e+07 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84527 members 
Mstep: Class 2 contains 72413 members 
Entering Unmasked Estep 
Score: -17199658.000000 Penalty: 5933.955078
	Iteration 3Q: 3 clusters Score -1.719966e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88282 members 
Mstep: Class 2 contains 68658 members 
Entering Unmasked Estep 
Score: -17201132.000000 Penalty: 5933.955078
	Iteration 4Q: 3 clusters Score -1.720113e+07 nChanged 6423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93871 members 
Mstep: Class 2 contains 63069 members 
Entering Unmasked Estep 
Score: -17203660.000000 Penalty: 5933.955078
	Iteration 5Q: 3 clusters Score -1.720366e+07 nChanged 8655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102114 members 
Mstep: Class 2 contains 54826 members 
Entering Unmasked Estep 
Score: -17208288.000000 Penalty: 5933.955078
	Iteration 6F: 3 clusters Score -1.720829e+07 nChanged 11813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113763 members 
Mstep: Class 2 contains 43177 members 
Entering Unmasked Estep 
Score: -17216622.000000 Penalty: 5933.955078
	Iteration 7F: 3 clusters Score -1.721662e+07 nChanged 14158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127863 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -17229124.000000 Penalty: 5933.955078
	Iteration 8F: 3 clusters Score -1.722912e+07 nChanged 13393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141246 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -17242268.000000 Penalty: 5933.955078
	Iteration 9F: 3 clusters Score -1.724227e+07 nChanged 9013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150251 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -17251144.000000 Penalty: 5933.955078
	Iteration 10F: 3 clusters Score -1.725114e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154548 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -17255264.000000 Penalty: 5933.955078
	Iteration 11Q: 3 clusters Score -1.725526e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156013 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -17256580.000000 Penalty: 5933.955078
	Iteration 12Q: 3 clusters Score -1.725658e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156438 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -17257018.000000 Penalty: 5933.955078
	Iteration 13Q: 3 clusters Score -1.725702e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156566 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -17257200.000000 Penalty: 5933.955078
	Iteration 14Q: 3 clusters Score -1.72572e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156613 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -17257224.000000 Penalty: 5933.955078
	Iteration 15Q: 3 clusters Score -1.725722e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156635 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -17257262.000000 Penalty: 5933.955078
	Iteration 16Q: 3 clusters Score -1.725726e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156646 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -17257286.000000 Penalty: 5933.955078
	Iteration 17Q: 3 clusters Score -1.725729e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156657 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -17257308.000000 Penalty: 5933.955078
	Iteration 18Q: 3 clusters Score -1.725731e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156662 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -17257286.000000 Penalty: 5933.955078
	Iteration 19Q: 3 clusters Score -1.725729e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156664 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -17257296.000000 Penalty: 5933.955078
	Iteration 20F: 3 clusters Score -1.72573e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156666 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -17257310.000000 Penalty: 5933.955078
	Iteration 21Q: 3 clusters Score -1.725731e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156669 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -17257306.000000 Penalty: 5933.955078
	Iteration 22Q: 3 clusters Score -1.725731e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156674 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -17257324.000000 Penalty: 5933.955078
	Iteration 23Q: 3 clusters Score -1.725732e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156679 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -17257350.000000 Penalty: 5933.955078
	Iteration 24Q: 3 clusters Score -1.725735e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156684 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -17257370.000000 Penalty: 5933.955078
	Iteration 25Q: 3 clusters Score -1.725737e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156689 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -17257366.000000 Penalty: 5933.955078
	Iteration 26Q: 3 clusters Score -1.725737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156689 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -17257376.000000 Penalty: 5933.955078
	Iteration 27Q: 3 clusters Score -1.725738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156692 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -17257378.000000 Penalty: 5933.955078
	Iteration 28Q: 3 clusters Score -1.725738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156695 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -17257372.000000 Penalty: 5933.955078
	Iteration 29Q: 3 clusters Score -1.725737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156696 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -17257374.000000 Penalty: 5933.955078
	Iteration 30Q: 3 clusters Score -1.725737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156697 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -17257374.000000 Penalty: 5933.955078
	Iteration 31Q: 3 clusters Score -1.725737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156698 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -17257366.000000 Penalty: 5933.955078
	Iteration 32Q: 3 clusters Score -1.725737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156699 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -17257386.000000 Penalty: 5933.955078
	Iteration 33Q: 3 clusters Score -1.725739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156701 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -17257378.000000 Penalty: 5933.955078
	Iteration 34Q: 3 clusters Score -1.725738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156703 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -17257378.000000 Penalty: 5933.955078
	Iteration 35Q: 3 clusters Score -1.725738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156704 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -17257386.000000 Penalty: 5933.955078
	Iteration 36Q: 3 clusters Score -1.725739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156704 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -17257400.000000 Penalty: 5933.955078
	Iteration 37Q: 3 clusters Score -1.72574e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156703 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -17257396.000000 Penalty: 5933.955078
	Iteration 38Q: 3 clusters Score -1.72574e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156703 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -17257396.000000 Penalty: 5933.955078
	Iteration 39F: 3 clusters Score -1.72574e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Entering Unmasked Estep 
Score: -259708.546875 Penalty: 1984.833984
	Iteration 0F: 2 clusters Score -259708.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -256475.453125 Penalty: 3969.667969
	Iteration 0F: 3 clusters Score -256475.5 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -257364.328125 Penalty: 3969.667969
	Iteration 1F: 3 clusters Score -257364.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -257862.906250 Penalty: 3969.667969
	Iteration 2F: 3 clusters Score -257862.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -258303.796875 Penalty: 3969.667969
	Iteration 3F: 3 clusters Score -258303.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -258549.515625 Penalty: 3969.667969
	Iteration 4F: 3 clusters Score -258549.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -258681.765625 Penalty: 3969.667969
	Iteration 5Q: 3 clusters Score -258681.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -258758.968750 Penalty: 3969.667969
	Iteration 6Q: 3 clusters Score -258759 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -258814.421875 Penalty: 3969.667969
	Iteration 7Q: 3 clusters Score -258814.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -258847.375000 Penalty: 3969.667969
	Iteration 8Q: 3 clusters Score -258847.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -258866.125000 Penalty: 3969.667969
	Iteration 9Q: 3 clusters Score -258866.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -258873.812500 Penalty: 3969.667969
	Iteration 10Q: 3 clusters Score -258873.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -258877.500000 Penalty: 3969.667969
	Iteration 11Q: 3 clusters Score -258877.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -258881.640625 Penalty: 3969.667969
	Iteration 12Q: 3 clusters Score -258881.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -258885.015625 Penalty: 3969.667969
	Iteration 13Q: 3 clusters Score -258885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -258887.796875 Penalty: 3969.667969
	Iteration 14Q: 3 clusters Score -258887.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -258891.343750 Penalty: 3969.667969
	Iteration 15Q: 3 clusters Score -258891.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -258894.484375 Penalty: 3969.667969
	Iteration 16Q: 3 clusters Score -258894.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -258898.390625 Penalty: 3969.667969
	Iteration 17Q: 3 clusters Score -258898.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -258899.609375 Penalty: 3969.667969
	Iteration 18Q: 3 clusters Score -258899.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -258901.156250 Penalty: 3969.667969
	Iteration 19Q: 3 clusters Score -258901.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -258902.593750 Penalty: 3969.667969
	Iteration 20F: 3 clusters Score -258902.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -258903.359375 Penalty: 3969.667969
	Iteration 21Q: 3 clusters Score -258903.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -258903.390625 Penalty: 3969.667969
	Iteration 22Q: 3 clusters Score -258903.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -258904.812500 Penalty: 3969.667969
	Iteration 23Q: 3 clusters Score -258904.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -258907.562500 Penalty: 3969.667969
	Iteration 24Q: 3 clusters Score -258907.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -258909.937500 Penalty: 3969.667969
	Iteration 25Q: 3 clusters Score -258909.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -258911.843750 Penalty: 3969.667969
	Iteration 26Q: 3 clusters Score -258911.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -258914.546875 Penalty: 3969.667969
	Iteration 27Q: 3 clusters Score -258914.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -258916.984375 Penalty: 3969.667969
	Iteration 28Q: 3 clusters Score -258917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -258918.109375 Penalty: 3969.667969
	Iteration 29Q: 3 clusters Score -258918.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -258918.828125 Penalty: 3969.667969
	Iteration 30Q: 3 clusters Score -258918.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -258918.828125 Penalty: 3969.667969
	Iteration 31F: 3 clusters Score -258918.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Entering Unmasked Estep 
Score: -1215063.500000 Penalty: 2326.469971
	Iteration 0F: 2 clusters Score -1215064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1206249.375000 Penalty: 4652.939941
	Iteration 0F: 3 clusters Score -1206249 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1208881.750000 Penalty: 4652.939941
	Iteration 1F: 3 clusters Score -1208882 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1209232.250000 Penalty: 4652.939941
	Iteration 2F: 3 clusters Score -1209232 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1209573.000000 Penalty: 4652.939941
	Iteration 3F: 3 clusters Score -1209573 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1209959.375000 Penalty: 4652.939941
	Iteration 4F: 3 clusters Score -1209959 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1210316.625000 Penalty: 4652.939941
	Iteration 5Q: 3 clusters Score -1210317 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1210629.625000 Penalty: 4652.939941
	Iteration 6Q: 3 clusters Score -1210630 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1210963.875000 Penalty: 4652.939941
	Iteration 7Q: 3 clusters Score -1210964 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1211279.500000 Penalty: 4652.939941
	Iteration 8Q: 3 clusters Score -1211280 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1211593.250000 Penalty: 4652.939941
	Iteration 9Q: 3 clusters Score -1211593 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1211883.125000 Penalty: 4652.939941
	Iteration 10Q: 3 clusters Score -1211883 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1212178.750000 Penalty: 4652.939941
	Iteration 11Q: 3 clusters Score -1212179 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1212433.125000 Penalty: 4652.939941
	Iteration 12Q: 3 clusters Score -1212433 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1212620.000000 Penalty: 4652.939941
	Iteration 13Q: 3 clusters Score -1212620 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1212766.250000 Penalty: 4652.939941
	Iteration 14Q: 3 clusters Score -1212766 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1212890.000000 Penalty: 4652.939941
	Iteration 15Q: 3 clusters Score -1212890 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1213015.875000 Penalty: 4652.939941
	Iteration 16Q: 3 clusters Score -1213016 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1213109.000000 Penalty: 4652.939941
	Iteration 17Q: 3 clusters Score -1213109 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1213194.125000 Penalty: 4652.939941
	Iteration 18Q: 3 clusters Score -1213194 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1213276.500000 Penalty: 4652.939941
	Iteration 19Q: 3 clusters Score -1213276 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1213337.875000 Penalty: 4652.939941
	Iteration 20F: 3 clusters Score -1213338 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1213416.125000 Penalty: 4652.939941
	Iteration 21Q: 3 clusters Score -1213416 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1213506.375000 Penalty: 4652.939941
	Iteration 22Q: 3 clusters Score -1213506 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1213612.500000 Penalty: 4652.939941
	Iteration 23Q: 3 clusters Score -1213612 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1213699.000000 Penalty: 4652.939941
	Iteration 24Q: 3 clusters Score -1213699 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1213768.125000 Penalty: 4652.939941
	Iteration 25Q: 3 clusters Score -1213768 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1213818.875000 Penalty: 4652.939941
	Iteration 26Q: 3 clusters Score -1213819 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1213863.125000 Penalty: 4652.939941
	Iteration 27Q: 3 clusters Score -1213863 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1213904.375000 Penalty: 4652.939941
	Iteration 28Q: 3 clusters Score -1213904 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1213944.000000 Penalty: 4652.939941
	Iteration 29Q: 3 clusters Score -1213944 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1213968.125000 Penalty: 4652.939941
	Iteration 30Q: 3 clusters Score -1213968 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1213987.500000 Penalty: 4652.939941
	Iteration 31Q: 3 clusters Score -1213988 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1214008.125000 Penalty: 4652.939941
	Iteration 32Q: 3 clusters Score -1214008 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1214025.500000 Penalty: 4652.939941
	Iteration 33Q: 3 clusters Score -1214026 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1214033.500000 Penalty: 4652.939941
	Iteration 34Q: 3 clusters Score -1214034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1214038.875000 Penalty: 4652.939941
	Iteration 35Q: 3 clusters Score -1214039 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1214049.875000 Penalty: 4652.939941
	Iteration 36Q: 3 clusters Score -1214050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1214054.375000 Penalty: 4652.939941
	Iteration 37Q: 3 clusters Score -1214054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1214053.750000 Penalty: 4652.939941
	Iteration 38Q: 3 clusters Score -1214054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1214057.125000 Penalty: 4652.939941
	Iteration 39Q: 3 clusters Score -1214057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1214057.625000 Penalty: 4652.939941
	Iteration 40F: 3 clusters Score -1214058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1214056.500000 Penalty: 4652.939941
	Iteration 41Q: 3 clusters Score -1214056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1214058.500000 Penalty: 4652.939941
	Iteration 42Q: 3 clusters Score -1214058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1214063.125000 Penalty: 4652.939941
	Iteration 43Q: 3 clusters Score -1214063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1214064.500000 Penalty: 4652.939941
	Iteration 44Q: 3 clusters Score -1214064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1214068.375000 Penalty: 4652.939941
	Iteration 45Q: 3 clusters Score -1214068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1214071.750000 Penalty: 4652.939941
	Iteration 46Q: 3 clusters Score -1214072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1214073.625000 Penalty: 4652.939941
	Iteration 47Q: 3 clusters Score -1214074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1214076.125000 Penalty: 4652.939941
	Iteration 48Q: 3 clusters Score -1214076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1214083.375000 Penalty: 4652.939941
	Iteration 49Q: 3 clusters Score -1214083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1214079.750000 Penalty: 4652.939941
	Iteration 50Q: 3 clusters Score -1214080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1214083.125000 Penalty: 4652.939941
	Iteration 51Q: 3 clusters Score -1214083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1214087.375000 Penalty: 4652.939941
	Iteration 52Q: 3 clusters Score -1214087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1214087.250000 Penalty: 4652.939941
	Iteration 53Q: 3 clusters Score -1214087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1214088.250000 Penalty: 4652.939941
	Iteration 54Q: 3 clusters Score -1214088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1214089.625000 Penalty: 4652.939941
	Iteration 55Q: 3 clusters Score -1214090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1214092.250000 Penalty: 4652.939941
	Iteration 56Q: 3 clusters Score -1214092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1214094.750000 Penalty: 4652.939941
	Iteration 57Q: 3 clusters Score -1214095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1214098.250000 Penalty: 4652.939941
	Iteration 58Q: 3 clusters Score -1214098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1214100.875000 Penalty: 4652.939941
	Iteration 59Q: 3 clusters Score -1214101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1214110.000000 Penalty: 4652.939941
	Iteration 60F: 3 clusters Score -1214110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1214113.625000 Penalty: 4652.939941
	Iteration 61Q: 3 clusters Score -1214114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1214120.875000 Penalty: 4652.939941
	Iteration 62Q: 3 clusters Score -1214121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1214123.750000 Penalty: 4652.939941
	Iteration 63Q: 3 clusters Score -1214124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1214125.875000 Penalty: 4652.939941
	Iteration 64Q: 3 clusters Score -1214126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1214126.875000 Penalty: 4652.939941
	Iteration 65Q: 3 clusters Score -1214127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1214126.250000 Penalty: 4652.939941
	Iteration 66Q: 3 clusters Score -1214126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1214125.250000 Penalty: 4652.939941
	Iteration 67Q: 3 clusters Score -1214125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1214131.000000 Penalty: 4652.939941
	Iteration 68Q: 3 clusters Score -1214131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1214129.625000 Penalty: 4652.939941
	Iteration 69Q: 3 clusters Score -1214130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1214131.250000 Penalty: 4652.939941
	Iteration 70Q: 3 clusters Score -1214131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1214132.250000 Penalty: 4652.939941
	Iteration 71Q: 3 clusters Score -1214132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1214131.125000 Penalty: 4652.939941
	Iteration 72Q: 3 clusters Score -1214131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1214132.875000 Penalty: 4652.939941
	Iteration 73Q: 3 clusters Score -1214133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1214133.625000 Penalty: 4652.939941
	Iteration 74Q: 3 clusters Score -1214134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1214135.250000 Penalty: 4652.939941
	Iteration 75Q: 3 clusters Score -1214135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1214137.125000 Penalty: 4652.939941
	Iteration 76Q: 3 clusters Score -1214137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1214137.375000 Penalty: 4652.939941
	Iteration 77Q: 3 clusters Score -1214137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1214138.375000 Penalty: 4652.939941
	Iteration 78Q: 3 clusters Score -1214138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1214139.750000 Penalty: 4652.939941
	Iteration 79Q: 3 clusters Score -1214140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1214142.750000 Penalty: 4652.939941
	Iteration 80F: 3 clusters Score -1214143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1214143.375000 Penalty: 4652.939941
	Iteration 81Q: 3 clusters Score -1214143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1214143.375000 Penalty: 4652.939941
	Iteration 82F: 3 clusters Score -1214143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Entering Unmasked Estep 
Score: -144021.140625 Penalty: 1808.499634
	Iteration 0F: 2 clusters Score -144021.1 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 734 members 
Entering Unmasked Estep 
Score: -141869.984375 Penalty: 3616.999268
	Iteration 0F: 3 clusters Score -141870 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -142753.750000 Penalty: 3616.999268
	Iteration 1F: 3 clusters Score -142753.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -143825.765625 Penalty: 3616.999268
	Iteration 2F: 3 clusters Score -143825.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -144246.140625 Penalty: 3616.999268
	Iteration 3F: 3 clusters Score -144246.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -144376.687500 Penalty: 3616.999268
	Iteration 4Q: 3 clusters Score -144376.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -144428.234375 Penalty: 3616.999268
	Iteration 5Q: 3 clusters Score -144428.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -144467.531250 Penalty: 3616.999268
	Iteration 6Q: 3 clusters Score -144467.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -144481.390625 Penalty: 3616.999268
	Iteration 7Q: 3 clusters Score -144481.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -144486.859375 Penalty: 3616.999268
	Iteration 8Q: 3 clusters Score -144486.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -144489.750000 Penalty: 3616.999268
	Iteration 9Q: 3 clusters Score -144489.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -144489.750000 Penalty: 3616.999268
	Iteration 10F: 3 clusters Score -144489.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156940 members 
Mstep: Class 2 contains 2991 members 
Mstep: Class 3 contains 11860 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 5 contains 24793 members 
Mstep: Class 6 contains 72596 members 
Mstep: Class 7 contains 12330 members 
Mstep: Class 8 contains 1693 members 
Mstep: Class 9 contains 182237 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60112 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43647 members 
Mstep: Class 15 contains 12199 members 
Mstep: Class 16 contains 7538 members 
Mstep: Class 17 contains 25156 members 
Mstep: Class 18 contains 104241 members 
Mstep: Class 19 contains 3020 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 38282 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9023 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14283 members 
Mstep: Class 29 contains 22762 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13479 members 
Mstep: Class 32 contains 8059 members 
Mstep: Class 33 contains 67943 members 
Mstep: Class 34 contains 26186 members 
Mstep: Class 35 contains 15209 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18935 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14174 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18810 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33324 members 
Mstep: Class 52 contains 7787 members 
Mstep: Class 53 contains 366 members 
Entering Unmasked Estep 
Score: -115181320.000000 Penalty: 182896.359375
Splitting cluster 4 changes total score from -115182168.000000 to -115181320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (24793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Entering Unmasked Estep 
Score: -2574744.750000 Penalty: 2509.342529
	Iteration 0F: 2 clusters Score -2574745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2557803.500000 Penalty: 5018.685059
	Iteration 0F: 3 clusters Score -2557804 nChanged 10867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -2563527.250000 Penalty: 5018.685059
	Iteration 1F: 3 clusters Score -2563527 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -2564001.500000 Penalty: 5018.685059
	Iteration 2F: 3 clusters Score -2564002 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2564438.250000 Penalty: 5018.685059
	Iteration 3Q: 3 clusters Score -2564438 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -2564899.250000 Penalty: 5018.685059
	Iteration 4Q: 3 clusters Score -2564899 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -2565417.750000 Penalty: 5018.685059
	Iteration 5Q: 3 clusters Score -2565418 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -2565998.750000 Penalty: 5018.685059
	Iteration 6Q: 3 clusters Score -2565999 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -2566689.250000 Penalty: 5018.685059
	Iteration 7Q: 3 clusters Score -2566689 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -2567458.000000 Penalty: 5018.685059
	Iteration 8F: 3 clusters Score -2567458 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -2568186.500000 Penalty: 5018.685059
	Iteration 9F: 3 clusters Score -2568186 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -2568870.000000 Penalty: 5018.685059
	Iteration 10Q: 3 clusters Score -2568870 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -2569494.250000 Penalty: 5018.685059
	Iteration 11Q: 3 clusters Score -2569494 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -2569925.750000 Penalty: 5018.685059
	Iteration 12Q: 3 clusters Score -2569926 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -2570200.250000 Penalty: 5018.685059
	Iteration 13Q: 3 clusters Score -2570200 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -2570389.750000 Penalty: 5018.685059
	Iteration 14Q: 3 clusters Score -2570390 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -2570514.000000 Penalty: 5018.685059
	Iteration 15Q: 3 clusters Score -2570514 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -2570611.000000 Penalty: 5018.685059
	Iteration 16Q: 3 clusters Score -2570611 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -2570706.750000 Penalty: 5018.685059
	Iteration 17Q: 3 clusters Score -2570707 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -2570760.750000 Penalty: 5018.685059
	Iteration 18Q: 3 clusters Score -2570761 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -2570798.750000 Penalty: 5018.685059
	Iteration 19Q: 3 clusters Score -2570799 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -2570832.250000 Penalty: 5018.685059
	Iteration 20F: 3 clusters Score -2570832 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -2570893.000000 Penalty: 5018.685059
	Iteration 21Q: 3 clusters Score -2570893 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -2570940.000000 Penalty: 5018.685059
	Iteration 22Q: 3 clusters Score -2570940 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2571007.250000 Penalty: 5018.685059
	Iteration 23Q: 3 clusters Score -2571007 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -2571079.250000 Penalty: 5018.685059
	Iteration 24Q: 3 clusters Score -2571079 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -2571154.750000 Penalty: 5018.685059
	Iteration 25Q: 3 clusters Score -2571155 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -2571234.000000 Penalty: 5018.685059
	Iteration 26Q: 3 clusters Score -2571234 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -2571331.250000 Penalty: 5018.685059
	Iteration 27Q: 3 clusters Score -2571331 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -2571434.000000 Penalty: 5018.685059
	Iteration 28Q: 3 clusters Score -2571434 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -2571558.750000 Penalty: 5018.685059
	Iteration 29Q: 3 clusters Score -2571559 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -2571675.000000 Penalty: 5018.685059
	Iteration 30Q: 3 clusters Score -2571675 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -2571769.750000 Penalty: 5018.685059
	Iteration 31Q: 3 clusters Score -2571770 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -2571862.750000 Penalty: 5018.685059
	Iteration 32Q: 3 clusters Score -2571863 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -2571942.000000 Penalty: 5018.685059
	Iteration 33Q: 3 clusters Score -2571942 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -2572027.250000 Penalty: 5018.685059
	Iteration 34Q: 3 clusters Score -2572027 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -2572086.000000 Penalty: 5018.685059
	Iteration 35Q: 3 clusters Score -2572086 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -2572143.500000 Penalty: 5018.685059
	Iteration 36Q: 3 clusters Score -2572144 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -2572193.250000 Penalty: 5018.685059
	Iteration 37Q: 3 clusters Score -2572193 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -2572224.750000 Penalty: 5018.685059
	Iteration 38Q: 3 clusters Score -2572225 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -2572257.500000 Penalty: 5018.685059
	Iteration 39Q: 3 clusters Score -2572258 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -2572281.000000 Penalty: 5018.685059
	Iteration 40F: 3 clusters Score -2572281 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -2572324.500000 Penalty: 5018.685059
	Iteration 41Q: 3 clusters Score -2572324 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -2572334.250000 Penalty: 5018.685059
	Iteration 42Q: 3 clusters Score -2572334 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -2572360.500000 Penalty: 5018.685059
	Iteration 43Q: 3 clusters Score -2572360 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -2572380.500000 Penalty: 5018.685059
	Iteration 44Q: 3 clusters Score -2572380 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -2572388.750000 Penalty: 5018.685059
	Iteration 45Q: 3 clusters Score -2572389 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -2572406.250000 Penalty: 5018.685059
	Iteration 46Q: 3 clusters Score -2572406 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -2572413.000000 Penalty: 5018.685059
	Iteration 47Q: 3 clusters Score -2572413 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -2572413.250000 Penalty: 5018.685059
	Iteration 48Q: 3 clusters Score -2572413 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -2572421.000000 Penalty: 5018.685059
	Iteration 49Q: 3 clusters Score -2572421 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -2572422.000000 Penalty: 5018.685059
	Iteration 50Q: 3 clusters Score -2572422 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -2572433.000000 Penalty: 5018.685059
	Iteration 51Q: 3 clusters Score -2572433 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -2572439.750000 Penalty: 5018.685059
	Iteration 52Q: 3 clusters Score -2572440 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -2572444.250000 Penalty: 5018.685059
	Iteration 53Q: 3 clusters Score -2572444 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -2572456.000000 Penalty: 5018.685059
	Iteration 54Q: 3 clusters Score -2572456 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -2572460.000000 Penalty: 5018.685059
	Iteration 55Q: 3 clusters Score -2572460 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -2572462.250000 Penalty: 5018.685059
	Iteration 56Q: 3 clusters Score -2572462 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -2572468.250000 Penalty: 5018.685059
	Iteration 57Q: 3 clusters Score -2572468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -2572473.250000 Penalty: 5018.685059
	Iteration 58Q: 3 clusters Score -2572473 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -2572473.250000 Penalty: 5018.685059
	Iteration 59Q: 3 clusters Score -2572473 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -2572470.500000 Penalty: 5018.685059
	Iteration 60F: 3 clusters Score -2572470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -2572473.750000 Penalty: 5018.685059
	Iteration 61Q: 3 clusters Score -2572474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -2572473.750000 Penalty: 5018.685059
	Iteration 62Q: 3 clusters Score -2572474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -2572477.500000 Penalty: 5018.685059
	Iteration 63Q: 3 clusters Score -2572478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -2572473.000000 Penalty: 5018.685059
	Iteration 64Q: 3 clusters Score -2572473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -2572474.000000 Penalty: 5018.685059
	Iteration 65Q: 3 clusters Score -2572474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -2572468.500000 Penalty: 5018.685059
	Iteration 66Q: 3 clusters Score -2572468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -2572468.250000 Penalty: 5018.685059
	Iteration 67Q: 3 clusters Score -2572468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -2572476.000000 Penalty: 5018.685059
	Iteration 68Q: 3 clusters Score -2572476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -2572478.750000 Penalty: 5018.685059
	Iteration 69Q: 3 clusters Score -2572479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -2572474.000000 Penalty: 5018.685059
	Iteration 70Q: 3 clusters Score -2572474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -2572476.750000 Penalty: 5018.685059
	Iteration 71Q: 3 clusters Score -2572477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -2572474.500000 Penalty: 5018.685059
	Iteration 72Q: 3 clusters Score -2572474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -2572474.750000 Penalty: 5018.685059
	Iteration 73Q: 3 clusters Score -2572475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -2572477.000000 Penalty: 5018.685059
	Iteration 74Q: 3 clusters Score -2572477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -2572477.000000 Penalty: 5018.685059
	Iteration 75Q: 3 clusters Score -2572477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -2572479.500000 Penalty: 5018.685059
	Iteration 76Q: 3 clusters Score -2572480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -2572479.250000 Penalty: 5018.685059
	Iteration 77Q: 3 clusters Score -2572479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -2572478.250000 Penalty: 5018.685059
	Iteration 78Q: 3 clusters Score -2572478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -2572481.000000 Penalty: 5018.685059
	Iteration 79Q: 3 clusters Score -2572481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -2572484.750000 Penalty: 5018.685059
	Iteration 80F: 3 clusters Score -2572485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -2572489.250000 Penalty: 5018.685059
	Iteration 81Q: 3 clusters Score -2572489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -2572488.250000 Penalty: 5018.685059
	Iteration 82Q: 3 clusters Score -2572488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -2572487.250000 Penalty: 5018.685059
	Iteration 83Q: 3 clusters Score -2572487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -2572489.500000 Penalty: 5018.685059
	Iteration 84Q: 3 clusters Score -2572490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -2572488.750000 Penalty: 5018.685059
	Iteration 85Q: 3 clusters Score -2572489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -2572486.500000 Penalty: 5018.685059
	Iteration 86Q: 3 clusters Score -2572486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -2572485.250000 Penalty: 5018.685059
	Iteration 87Q: 3 clusters Score -2572485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -2572487.250000 Penalty: 5018.685059
	Iteration 88Q: 3 clusters Score -2572487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -2572486.000000 Penalty: 5018.685059
	Iteration 89Q: 3 clusters Score -2572486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -2572486.000000 Penalty: 5018.685059
	Iteration 90F: 3 clusters Score -2572486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (72596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72596 members 
Entering Unmasked Estep 
Score: -8087016.500000 Penalty: 2775.781006
	Iteration 0F: 2 clusters Score -8087016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36209 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -8038406.500000 Penalty: 5551.562012
	Iteration 0F: 3 clusters Score -8038406 nChanged 34125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35492 members 
Mstep: Class 2 contains 37104 members 
Entering Unmasked Estep 
Score: -8057302.000000 Penalty: 5551.562012
	Iteration 1F: 3 clusters Score -8057302 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -8058009.500000 Penalty: 5551.562012
	Iteration 2Q: 3 clusters Score -8058010 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34562 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -8058670.000000 Penalty: 5551.562012
	Iteration 3Q: 3 clusters Score -8058670 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 38948 members 
Entering Unmasked Estep 
Score: -8059426.500000 Penalty: 5551.562012
	Iteration 4Q: 3 clusters Score -8059426 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -8060379.500000 Penalty: 5551.562012
	Iteration 5Q: 3 clusters Score -8060380 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -8061651.000000 Penalty: 5551.562012
	Iteration 6Q: 3 clusters Score -8061651 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 45080 members 
Entering Unmasked Estep 
Score: -8063387.500000 Penalty: 5551.562012
	Iteration 7F: 3 clusters Score -8063388 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 48872 members 
Entering Unmasked Estep 
Score: -8065933.500000 Penalty: 5551.562012
	Iteration 8F: 3 clusters Score -8065934 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 53548 members 
Entering Unmasked Estep 
Score: -8069538.000000 Penalty: 5551.562012
	Iteration 9F: 3 clusters Score -8069538 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 58522 members 
Entering Unmasked Estep 
Score: -8073831.000000 Penalty: 5551.562012
	Iteration 10F: 3 clusters Score -8073831 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 62709 members 
Entering Unmasked Estep 
Score: -8077715.000000 Penalty: 5551.562012
	Iteration 11F: 3 clusters Score -8077715 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 65526 members 
Entering Unmasked Estep 
Score: -8080520.000000 Penalty: 5551.562012
	Iteration 12Q: 3 clusters Score -8080520 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 67172 members 
Entering Unmasked Estep 
Score: -8082072.000000 Penalty: 5551.562012
	Iteration 13Q: 3 clusters Score -8082072 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 68116 members 
Entering Unmasked Estep 
Score: -8082906.500000 Penalty: 5551.562012
	Iteration 14Q: 3 clusters Score -8082906 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 68757 members 
Entering Unmasked Estep 
Score: -8083387.000000 Penalty: 5551.562012
	Iteration 15Q: 3 clusters Score -8083387 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 69249 members 
Entering Unmasked Estep 
Score: -8083665.500000 Penalty: 5551.562012
	Iteration 16Q: 3 clusters Score -8083666 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 69646 members 
Entering Unmasked Estep 
Score: -8083899.500000 Penalty: 5551.562012
	Iteration 17Q: 3 clusters Score -8083900 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 69955 members 
Entering Unmasked Estep 
Score: -8084040.500000 Penalty: 5551.562012
	Iteration 18Q: 3 clusters Score -8084040 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 70212 members 
Entering Unmasked Estep 
Score: -8084194.000000 Penalty: 5551.562012
	Iteration 19Q: 3 clusters Score -8084194 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 70410 members 
Entering Unmasked Estep 
Score: -8084289.500000 Penalty: 5551.562012
	Iteration 20F: 3 clusters Score -8084290 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 70591 members 
Entering Unmasked Estep 
Score: -8084348.500000 Penalty: 5551.562012
	Iteration 21Q: 3 clusters Score -8084348 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 70748 members 
Entering Unmasked Estep 
Score: -8084416.500000 Penalty: 5551.562012
	Iteration 22Q: 3 clusters Score -8084416 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 70881 members 
Entering Unmasked Estep 
Score: -8084474.500000 Penalty: 5551.562012
	Iteration 23Q: 3 clusters Score -8084474 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 70985 members 
Entering Unmasked Estep 
Score: -8084503.000000 Penalty: 5551.562012
	Iteration 24Q: 3 clusters Score -8084503 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 71066 members 
Entering Unmasked Estep 
Score: -8084541.000000 Penalty: 5551.562012
	Iteration 25Q: 3 clusters Score -8084541 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 71125 members 
Entering Unmasked Estep 
Score: -8084581.500000 Penalty: 5551.562012
	Iteration 26Q: 3 clusters Score -8084582 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 71180 members 
Entering Unmasked Estep 
Score: -8084604.500000 Penalty: 5551.562012
	Iteration 27Q: 3 clusters Score -8084604 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 71218 members 
Entering Unmasked Estep 
Score: -8084637.500000 Penalty: 5551.562012
	Iteration 28Q: 3 clusters Score -8084638 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 71250 members 
Entering Unmasked Estep 
Score: -8084637.000000 Penalty: 5551.562012
	Iteration 29Q: 3 clusters Score -8084637 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 71287 members 
Entering Unmasked Estep 
Score: -8084662.500000 Penalty: 5551.562012
	Iteration 30Q: 3 clusters Score -8084662 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 71312 members 
Entering Unmasked Estep 
Score: -8084681.000000 Penalty: 5551.562012
	Iteration 31Q: 3 clusters Score -8084681 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 71341 members 
Entering Unmasked Estep 
Score: -8084684.000000 Penalty: 5551.562012
	Iteration 32Q: 3 clusters Score -8084684 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 71359 members 
Entering Unmasked Estep 
Score: -8084695.500000 Penalty: 5551.562012
	Iteration 33Q: 3 clusters Score -8084696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 71375 members 
Entering Unmasked Estep 
Score: -8084695.000000 Penalty: 5551.562012
	Iteration 34Q: 3 clusters Score -8084695 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 71393 members 
Entering Unmasked Estep 
Score: -8084698.500000 Penalty: 5551.562012
	Iteration 35Q: 3 clusters Score -8084698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 71403 members 
Entering Unmasked Estep 
Score: -8084703.500000 Penalty: 5551.562012
	Iteration 36Q: 3 clusters Score -8084704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 71413 members 
Entering Unmasked Estep 
Score: -8084705.500000 Penalty: 5551.562012
	Iteration 37Q: 3 clusters Score -8084706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 71421 members 
Entering Unmasked Estep 
Score: -8084707.500000 Penalty: 5551.562012
	Iteration 38Q: 3 clusters Score -8084708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 71429 members 
Entering Unmasked Estep 
Score: -8084713.500000 Penalty: 5551.562012
	Iteration 39Q: 3 clusters Score -8084714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 71432 members 
Entering Unmasked Estep 
Score: -8084730.500000 Penalty: 5551.562012
	Iteration 40F: 3 clusters Score -8084730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 71433 members 
Entering Unmasked Estep 
Score: -8084729.500000 Penalty: 5551.562012
	Iteration 41Q: 3 clusters Score -8084730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 71435 members 
Entering Unmasked Estep 
Score: -8084739.500000 Penalty: 5551.562012
	Iteration 42Q: 3 clusters Score -8084740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 71437 members 
Entering Unmasked Estep 
Score: -8084733.500000 Penalty: 5551.562012
	Iteration 43Q: 3 clusters Score -8084734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 71439 members 
Entering Unmasked Estep 
Score: -8084742.000000 Penalty: 5551.562012
	Iteration 44Q: 3 clusters Score -8084742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 71441 members 
Entering Unmasked Estep 
Score: -8084731.000000 Penalty: 5551.562012
	Iteration 45Q: 3 clusters Score -8084731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 71445 members 
Entering Unmasked Estep 
Score: -8084743.000000 Penalty: 5551.562012
	Iteration 46Q: 3 clusters Score -8084743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 71447 members 
Entering Unmasked Estep 
Score: -8084734.500000 Penalty: 5551.562012
	Iteration 47Q: 3 clusters Score -8084734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 71447 members 
Entering Unmasked Estep 
Score: -8084734.500000 Penalty: 5551.562012
	Iteration 48Q: 3 clusters Score -8084734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 71448 members 
Entering Unmasked Estep 
Score: -8084744.000000 Penalty: 5551.562012
	Iteration 49Q: 3 clusters Score -8084744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 71450 members 
Entering Unmasked Estep 
Score: -8084743.000000 Penalty: 5551.562012
	Iteration 50Q: 3 clusters Score -8084743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 71452 members 
Entering Unmasked Estep 
Score: -8084738.500000 Penalty: 5551.562012
	Iteration 51Q: 3 clusters Score -8084738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 71454 members 
Entering Unmasked Estep 
Score: -8084741.500000 Penalty: 5551.562012
	Iteration 52Q: 3 clusters Score -8084742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 71456 members 
Entering Unmasked Estep 
Score: -8084742.000000 Penalty: 5551.562012
	Iteration 53Q: 3 clusters Score -8084742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 71459 members 
Entering Unmasked Estep 
Score: -8084742.500000 Penalty: 5551.562012
	Iteration 54Q: 3 clusters Score -8084742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 71463 members 
Entering Unmasked Estep 
Score: -8084743.500000 Penalty: 5551.562012
	Iteration 55Q: 3 clusters Score -8084744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 71466 members 
Entering Unmasked Estep 
Score: -8084743.000000 Penalty: 5551.562012
	Iteration 56Q: 3 clusters Score -8084743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 71469 members 
Entering Unmasked Estep 
Score: -8084743.000000 Penalty: 5551.562012
	Iteration 57Q: 3 clusters Score -8084743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 71472 members 
Entering Unmasked Estep 
Score: -8084739.500000 Penalty: 5551.562012
	Iteration 58Q: 3 clusters Score -8084740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 71476 members 
Entering Unmasked Estep 
Score: -8084749.500000 Penalty: 5551.562012
	Iteration 59Q: 3 clusters Score -8084750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 71478 members 
Entering Unmasked Estep 
Score: -8084746.500000 Penalty: 5551.562012
	Iteration 60F: 3 clusters Score -8084746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 71479 members 
Entering Unmasked Estep 
Score: -8084753.000000 Penalty: 5551.562012
	Iteration 61Q: 3 clusters Score -8084753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 71481 members 
Entering Unmasked Estep 
Score: -8084751.500000 Penalty: 5551.562012
	Iteration 62Q: 3 clusters Score -8084752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 71485 members 
Entering Unmasked Estep 
Score: -8084739.500000 Penalty: 5551.562012
	Iteration 63Q: 3 clusters Score -8084740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 71489 members 
Entering Unmasked Estep 
Score: -8084740.500000 Penalty: 5551.562012
	Iteration 64Q: 3 clusters Score -8084740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 71494 members 
Entering Unmasked Estep 
Score: -8084743.500000 Penalty: 5551.562012
	Iteration 65Q: 3 clusters Score -8084744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 71501 members 
Entering Unmasked Estep 
Score: -8084747.000000 Penalty: 5551.562012
	Iteration 66Q: 3 clusters Score -8084747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 71505 members 
Entering Unmasked Estep 
Score: -8084743.500000 Penalty: 5551.562012
	Iteration 67Q: 3 clusters Score -8084744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 71510 members 
Entering Unmasked Estep 
Score: -8084748.000000 Penalty: 5551.562012
	Iteration 68Q: 3 clusters Score -8084748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 71514 members 
Entering Unmasked Estep 
Score: -8084743.500000 Penalty: 5551.562012
	Iteration 69Q: 3 clusters Score -8084744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 71515 members 
Entering Unmasked Estep 
Score: -8084742.500000 Penalty: 5551.562012
	Iteration 70Q: 3 clusters Score -8084742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 71516 members 
Entering Unmasked Estep 
Score: -8084741.000000 Penalty: 5551.562012
	Iteration 71Q: 3 clusters Score -8084741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 71517 members 
Entering Unmasked Estep 
Score: -8084745.000000 Penalty: 5551.562012
	Iteration 72Q: 3 clusters Score -8084745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 71517 members 
Entering Unmasked Estep 
Score: -8084745.000000 Penalty: 5551.562012
	Iteration 73F: 3 clusters Score -8084745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Entering Unmasked Estep 
Score: -1230890.125000 Penalty: 2336.107910
	Iteration 0F: 2 clusters Score -1230890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1221770.125000 Penalty: 4672.215820
	Iteration 0F: 3 clusters Score -1221770 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1224589.750000 Penalty: 4672.215820
	Iteration 1F: 3 clusters Score -1224590 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1224958.875000 Penalty: 4672.215820
	Iteration 2F: 3 clusters Score -1224959 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1225246.250000 Penalty: 4672.215820
	Iteration 3F: 3 clusters Score -1225246 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1225504.875000 Penalty: 4672.215820
	Iteration 4Q: 3 clusters Score -1225505 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1225735.875000 Penalty: 4672.215820
	Iteration 5Q: 3 clusters Score -1225736 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1225922.500000 Penalty: 4672.215820
	Iteration 6Q: 3 clusters Score -1225922 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1226113.375000 Penalty: 4672.215820
	Iteration 7Q: 3 clusters Score -1226113 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1226291.875000 Penalty: 4672.215820
	Iteration 8Q: 3 clusters Score -1226292 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1226466.125000 Penalty: 4672.215820
	Iteration 9Q: 3 clusters Score -1226466 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1226649.875000 Penalty: 4672.215820
	Iteration 10Q: 3 clusters Score -1226650 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1226836.875000 Penalty: 4672.215820
	Iteration 11Q: 3 clusters Score -1226837 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1227000.375000 Penalty: 4672.215820
	Iteration 12Q: 3 clusters Score -1227000 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1227152.875000 Penalty: 4672.215820
	Iteration 13Q: 3 clusters Score -1227153 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1227304.000000 Penalty: 4672.215820
	Iteration 14Q: 3 clusters Score -1227304 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1227444.750000 Penalty: 4672.215820
	Iteration 15Q: 3 clusters Score -1227445 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1227551.750000 Penalty: 4672.215820
	Iteration 16Q: 3 clusters Score -1227552 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1227650.750000 Penalty: 4672.215820
	Iteration 17Q: 3 clusters Score -1227651 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1227739.000000 Penalty: 4672.215820
	Iteration 18Q: 3 clusters Score -1227739 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1227849.125000 Penalty: 4672.215820
	Iteration 19Q: 3 clusters Score -1227849 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1227939.375000 Penalty: 4672.215820
	Iteration 20F: 3 clusters Score -1227939 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1228013.375000 Penalty: 4672.215820
	Iteration 21Q: 3 clusters Score -1228013 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1228076.250000 Penalty: 4672.215820
	Iteration 22Q: 3 clusters Score -1228076 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1228122.250000 Penalty: 4672.215820
	Iteration 23Q: 3 clusters Score -1228122 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1228157.000000 Penalty: 4672.215820
	Iteration 24Q: 3 clusters Score -1228157 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1228184.750000 Penalty: 4672.215820
	Iteration 25Q: 3 clusters Score -1228185 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1228214.875000 Penalty: 4672.215820
	Iteration 26Q: 3 clusters Score -1228215 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1228250.875000 Penalty: 4672.215820
	Iteration 27Q: 3 clusters Score -1228251 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1228273.875000 Penalty: 4672.215820
	Iteration 28Q: 3 clusters Score -1228274 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1228308.375000 Penalty: 4672.215820
	Iteration 29Q: 3 clusters Score -1228308 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1228337.250000 Penalty: 4672.215820
	Iteration 30Q: 3 clusters Score -1228337 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1228362.875000 Penalty: 4672.215820
	Iteration 31Q: 3 clusters Score -1228363 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1228385.375000 Penalty: 4672.215820
	Iteration 32Q: 3 clusters Score -1228385 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1228410.250000 Penalty: 4672.215820
	Iteration 33Q: 3 clusters Score -1228410 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1228423.750000 Penalty: 4672.215820
	Iteration 34Q: 3 clusters Score -1228424 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1228435.875000 Penalty: 4672.215820
	Iteration 35Q: 3 clusters Score -1228436 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1228458.875000 Penalty: 4672.215820
	Iteration 36Q: 3 clusters Score -1228459 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1228474.875000 Penalty: 4672.215820
	Iteration 37Q: 3 clusters Score -1228475 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1228496.375000 Penalty: 4672.215820
	Iteration 38Q: 3 clusters Score -1228496 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1228506.250000 Penalty: 4672.215820
	Iteration 39Q: 3 clusters Score -1228506 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1228526.875000 Penalty: 4672.215820
	Iteration 40F: 3 clusters Score -1228527 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1228552.875000 Penalty: 4672.215820
	Iteration 41Q: 3 clusters Score -1228553 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1228577.625000 Penalty: 4672.215820
	Iteration 42Q: 3 clusters Score -1228578 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1228600.750000 Penalty: 4672.215820
	Iteration 43Q: 3 clusters Score -1228601 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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	Iteration 105Q: 3 clusters Score -1229340 nChanged 13
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	Iteration 124Q: 3 clusters Score -1229351 nChanged 3
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	Iteration 125Q: 3 clusters Score -1229351 nChanged 3
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	Iteration 126Q: 3 clusters Score -1229350 nChanged 5
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	Iteration 127Q: 3 clusters Score -1229353 nChanged 7
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	Iteration 128Q: 3 clusters Score -1229358 nChanged 9
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	Iteration 129Q: 3 clusters Score -1229358 nChanged 7
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	Iteration 130Q: 3 clusters Score -1229358 nChanged 8
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	Iteration 131Q: 3 clusters Score -1229360 nChanged 5
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	Iteration 132Q: 3 clusters Score -1229362 nChanged 5
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	Iteration 133Q: 3 clusters Score -1229363 nChanged 9
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	Iteration 134Q: 3 clusters Score -1229361 nChanged 7
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	Iteration 135Q: 3 clusters Score -1229362 nChanged 6
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	Iteration 136Q: 3 clusters Score -1229366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1229365.000000 Penalty: 4672.215820
	Iteration 137Q: 3 clusters Score -1229365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1229366.000000 Penalty: 4672.215820
	Iteration 138Q: 3 clusters Score -1229366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1229366.125000 Penalty: 4672.215820
	Iteration 139Q: 3 clusters Score -1229366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1229367.000000 Penalty: 4672.215820
	Iteration 140F: 3 clusters Score -1229367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1229367.250000 Penalty: 4672.215820
	Iteration 141Q: 3 clusters Score -1229367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1229366.375000 Penalty: 4672.215820
	Iteration 142Q: 3 clusters Score -1229366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1229366.375000 Penalty: 4672.215820
	Iteration 143F: 3 clusters Score -1229366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Entering Unmasked Estep 
Score: -149410.546875 Penalty: 1843.695801
	Iteration 0F: 2 clusters Score -149410.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -147010.000000 Penalty: 3687.391602
	Iteration 0F: 3 clusters Score -147010 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -147486.765625 Penalty: 3687.391602
	Iteration 1F: 3 clusters Score -147486.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -147643.625000 Penalty: 3687.391602
	Iteration 2F: 3 clusters Score -147643.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -147741.828125 Penalty: 3687.391602
	Iteration 3F: 3 clusters Score -147741.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -147807.359375 Penalty: 3687.391602
	Iteration 4Q: 3 clusters Score -147807.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -147863.187500 Penalty: 3687.391602
	Iteration 5Q: 3 clusters Score -147863.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -147905.281250 Penalty: 3687.391602
	Iteration 6Q: 3 clusters Score -147905.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -147944.390625 Penalty: 3687.391602
	Iteration 7Q: 3 clusters Score -147944.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -147974.437500 Penalty: 3687.391602
	Iteration 8Q: 3 clusters Score -147974.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -148002.359375 Penalty: 3687.391602
	Iteration 9Q: 3 clusters Score -148002.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -148024.125000 Penalty: 3687.391602
	Iteration 10Q: 3 clusters Score -148024.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -148029.531250 Penalty: 3687.391602
	Iteration 11Q: 3 clusters Score -148029.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -148036.562500 Penalty: 3687.391602
	Iteration 12Q: 3 clusters Score -148036.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -148045.406250 Penalty: 3687.391602
	Iteration 13Q: 3 clusters Score -148045.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -148051.781250 Penalty: 3687.391602
	Iteration 14Q: 3 clusters Score -148051.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -148055.609375 Penalty: 3687.391602
	Iteration 15Q: 3 clusters Score -148055.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -148058.171875 Penalty: 3687.391602
	Iteration 16Q: 3 clusters Score -148058.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -148059.125000 Penalty: 3687.391602
	Iteration 17Q: 3 clusters Score -148059.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -148059.375000 Penalty: 3687.391602
	Iteration 18Q: 3 clusters Score -148059.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -148059.375000 Penalty: 3687.391602
	Iteration 19F: 3 clusters Score -148059.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (182237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182237 members 
Entering Unmasked Estep 
Score: -20276624.000000 Penalty: 3004.039551
	Iteration 0F: 2 clusters Score -2.027662e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90873 members 
Mstep: Class 2 contains 91364 members 
Entering Unmasked Estep 
Score: -20162754.000000 Penalty: 6008.079102
	Iteration 0F: 3 clusters Score -2.016275e+07 nChanged 87261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86084 members 
Mstep: Class 2 contains 96153 members 
Entering Unmasked Estep 
Score: -20213560.000000 Penalty: 6008.079102
	Iteration 1F: 3 clusters Score -2.021356e+07 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82815 members 
Mstep: Class 2 contains 99422 members 
Entering Unmasked Estep 
Score: -20214712.000000 Penalty: 6008.079102
	Iteration 2Q: 3 clusters Score -2.021471e+07 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77842 members 
Mstep: Class 2 contains 104395 members 
Entering Unmasked Estep 
Score: -20216598.000000 Penalty: 6008.079102
	Iteration 3Q: 3 clusters Score -2.02166e+07 nChanged 8277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70297 members 
Mstep: Class 2 contains 111940 members 
Entering Unmasked Estep 
Score: -20219802.000000 Penalty: 6008.079102
	Iteration 4Q: 3 clusters Score -2.02198e+07 nChanged 11377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59268 members 
Mstep: Class 2 contains 122969 members 
Entering Unmasked Estep 
Score: -20226086.000000 Penalty: 6008.079102
	Iteration 5F: 3 clusters Score -2.022609e+07 nChanged 14731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44611 members 
Mstep: Class 2 contains 137626 members 
Entering Unmasked Estep 
Score: -20236682.000000 Penalty: 6008.079102
	Iteration 6F: 3 clusters Score -2.023668e+07 nChanged 16549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 154149 members 
Entering Unmasked Estep 
Score: -20251302.000000 Penalty: 6008.079102
	Iteration 7F: 3 clusters Score -2.02513e+07 nChanged 14569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 168714 members 
Entering Unmasked Estep 
Score: -20263166.000000 Penalty: 6008.079102
	Iteration 8F: 3 clusters Score -2.026317e+07 nChanged 8636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 177348 members 
Entering Unmasked Estep 
Score: -20269930.000000 Penalty: 6008.079102
	Iteration 9Q: 3 clusters Score -2.026993e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 180791 members 
Entering Unmasked Estep 
Score: -20272724.000000 Penalty: 6008.079102
	Iteration 10Q: 3 clusters Score -2.027272e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 181733 members 
Entering Unmasked Estep 
Score: -20273446.000000 Penalty: 6008.079102
	Iteration 11Q: 3 clusters Score -2.027345e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 181935 members 
Entering Unmasked Estep 
Score: -20273644.000000 Penalty: 6008.079102
	Iteration 12Q: 3 clusters Score -2.027364e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 181998 members 
Entering Unmasked Estep 
Score: -20273810.000000 Penalty: 6008.079102
	Iteration 13Q: 3 clusters Score -2.027381e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 182016 members 
Entering Unmasked Estep 
Score: -20273834.000000 Penalty: 6008.079102
	Iteration 14Q: 3 clusters Score -2.027383e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 182026 members 
Entering Unmasked Estep 
Score: -20273880.000000 Penalty: 6008.079102
	Iteration 15Q: 3 clusters Score -2.027388e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 182030 members 
Entering Unmasked Estep 
Score: -20273854.000000 Penalty: 6008.079102
	Iteration 16Q: 3 clusters Score -2.027385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 182035 members 
Entering Unmasked Estep 
Score: -20273902.000000 Penalty: 6008.079102
	Iteration 17Q: 3 clusters Score -2.02739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 182038 members 
Entering Unmasked Estep 
Score: -20273918.000000 Penalty: 6008.079102
	Iteration 18Q: 3 clusters Score -2.027392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 182039 members 
Entering Unmasked Estep 
Score: -20273920.000000 Penalty: 6008.079102
	Iteration 19Q: 3 clusters Score -2.027392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 182037 members 
Entering Unmasked Estep 
Score: -20273924.000000 Penalty: 6008.079102
	Iteration 20F: 3 clusters Score -2.027392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 182040 members 
Entering Unmasked Estep 
Score: -20273928.000000 Penalty: 6008.079102
	Iteration 21Q: 3 clusters Score -2.027393e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 182040 members 
Entering Unmasked Estep 
Score: -20273928.000000 Penalty: 6008.079102
	Iteration 22F: 3 clusters Score -2.027393e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Entering Unmasked Estep 
Score: -1406498.375000 Penalty: 2343.830811
	Iteration 0F: 2 clusters Score -1406498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1397107.750000 Penalty: 4687.661621
	Iteration 0F: 3 clusters Score -1397108 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1399883.500000 Penalty: 4687.661621
	Iteration 1F: 3 clusters Score -1399884 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1400165.500000 Penalty: 4687.661621
	Iteration 2F: 3 clusters Score -1400166 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1400401.000000 Penalty: 4687.661621
	Iteration 3Q: 3 clusters Score -1400401 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1400588.875000 Penalty: 4687.661621
	Iteration 4Q: 3 clusters Score -1400589 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1400757.625000 Penalty: 4687.661621
	Iteration 5Q: 3 clusters Score -1400758 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1400936.250000 Penalty: 4687.661621
	Iteration 6Q: 3 clusters Score -1400936 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1401125.000000 Penalty: 4687.661621
	Iteration 7Q: 3 clusters Score -1401125 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1401322.375000 Penalty: 4687.661621
	Iteration 8Q: 3 clusters Score -1401322 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1401539.750000 Penalty: 4687.661621
	Iteration 9Q: 3 clusters Score -1401540 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1401774.000000 Penalty: 4687.661621
	Iteration 10Q: 3 clusters Score -1401774 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1402048.125000 Penalty: 4687.661621
	Iteration 11Q: 3 clusters Score -1402048 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1402316.250000 Penalty: 4687.661621
	Iteration 12Q: 3 clusters Score -1402316 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1402567.125000 Penalty: 4687.661621
	Iteration 13Q: 3 clusters Score -1402567 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1402824.000000 Penalty: 4687.661621
	Iteration 14Q: 3 clusters Score -1402824 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1403025.875000 Penalty: 4687.661621
	Iteration 15Q: 3 clusters Score -1403026 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1403183.875000 Penalty: 4687.661621
	Iteration 16Q: 3 clusters Score -1403184 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1403355.125000 Penalty: 4687.661621
	Iteration 17Q: 3 clusters Score -1403355 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1403500.750000 Penalty: 4687.661621
	Iteration 18Q: 3 clusters Score -1403501 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1403623.375000 Penalty: 4687.661621
	Iteration 19Q: 3 clusters Score -1403623 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1403720.250000 Penalty: 4687.661621
	Iteration 20F: 3 clusters Score -1403720 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1403804.875000 Penalty: 4687.661621
	Iteration 21Q: 3 clusters Score -1403805 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1403892.250000 Penalty: 4687.661621
	Iteration 22Q: 3 clusters Score -1403892 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1403974.375000 Penalty: 4687.661621
	Iteration 23Q: 3 clusters Score -1403974 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1404036.250000 Penalty: 4687.661621
	Iteration 24Q: 3 clusters Score -1404036 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1404099.000000 Penalty: 4687.661621
	Iteration 25Q: 3 clusters Score -1404099 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1404160.500000 Penalty: 4687.661621
	Iteration 26Q: 3 clusters Score -1404160 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1404199.375000 Penalty: 4687.661621
	Iteration 27Q: 3 clusters Score -1404199 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1404240.250000 Penalty: 4687.661621
	Iteration 28Q: 3 clusters Score -1404240 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1404265.375000 Penalty: 4687.661621
	Iteration 29Q: 3 clusters Score -1404265 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1404295.750000 Penalty: 4687.661621
	Iteration 30Q: 3 clusters Score -1404296 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1404321.375000 Penalty: 4687.661621
	Iteration 31Q: 3 clusters Score -1404321 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1404355.750000 Penalty: 4687.661621
	Iteration 32Q: 3 clusters Score -1404356 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1404382.375000 Penalty: 4687.661621
	Iteration 33Q: 3 clusters Score -1404382 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1404403.000000 Penalty: 4687.661621
	Iteration 34Q: 3 clusters Score -1404403 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1404421.500000 Penalty: 4687.661621
	Iteration 35Q: 3 clusters Score -1404422 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1404433.375000 Penalty: 4687.661621
	Iteration 36Q: 3 clusters Score -1404433 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1404449.000000 Penalty: 4687.661621
	Iteration 37Q: 3 clusters Score -1404449 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1404455.875000 Penalty: 4687.661621
	Iteration 38Q: 3 clusters Score -1404456 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1404464.250000 Penalty: 4687.661621
	Iteration 39Q: 3 clusters Score -1404464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -1404471.250000 Penalty: 4687.661621
	Iteration 40F: 3 clusters Score -1404471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1404473.000000 Penalty: 4687.661621
	Iteration 41Q: 3 clusters Score -1404473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1404475.875000 Penalty: 4687.661621
	Iteration 42Q: 3 clusters Score -1404476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1404478.875000 Penalty: 4687.661621
	Iteration 43Q: 3 clusters Score -1404479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1404481.125000 Penalty: 4687.661621
	Iteration 44Q: 3 clusters Score -1404481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1404484.125000 Penalty: 4687.661621
	Iteration 45Q: 3 clusters Score -1404484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1404488.875000 Penalty: 4687.661621
	Iteration 46Q: 3 clusters Score -1404489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1404486.625000 Penalty: 4687.661621
	Iteration 47Q: 3 clusters Score -1404487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1404488.375000 Penalty: 4687.661621
	Iteration 48Q: 3 clusters Score -1404488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1404488.250000 Penalty: 4687.661621
	Iteration 49Q: 3 clusters Score -1404488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1404492.500000 Penalty: 4687.661621
	Iteration 50Q: 3 clusters Score -1404492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1404495.125000 Penalty: 4687.661621
	Iteration 51Q: 3 clusters Score -1404495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1404492.625000 Penalty: 4687.661621
	Iteration 52Q: 3 clusters Score -1404493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1404497.625000 Penalty: 4687.661621
	Iteration 53Q: 3 clusters Score -1404498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1404501.125000 Penalty: 4687.661621
	Iteration 54Q: 3 clusters Score -1404501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1404503.500000 Penalty: 4687.661621
	Iteration 55Q: 3 clusters Score -1404504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1404506.625000 Penalty: 4687.661621
	Iteration 56Q: 3 clusters Score -1404507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1404510.125000 Penalty: 4687.661621
	Iteration 57Q: 3 clusters Score -1404510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1404511.250000 Penalty: 4687.661621
	Iteration 58Q: 3 clusters Score -1404511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1404512.375000 Penalty: 4687.661621
	Iteration 59Q: 3 clusters Score -1404512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1404515.875000 Penalty: 4687.661621
	Iteration 60F: 3 clusters Score -1404516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1404517.125000 Penalty: 4687.661621
	Iteration 61Q: 3 clusters Score -1404517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1404518.375000 Penalty: 4687.661621
	Iteration 62Q: 3 clusters Score -1404518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1404520.375000 Penalty: 4687.661621
	Iteration 63Q: 3 clusters Score -1404520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1404520.375000 Penalty: 4687.661621
	Iteration 64F: 3 clusters Score -1404520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (60112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60112 members 
Entering Unmasked Estep 
Score: -6292107.500000 Penalty: 2728.983154
	Iteration 0F: 2 clusters Score -6292108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -6251622.000000 Penalty: 5457.966309
	Iteration 0F: 3 clusters Score -6251622 nChanged 27879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29173 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -6267133.500000 Penalty: 5457.966309
	Iteration 1F: 3 clusters Score -6267134 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 31558 members 
Entering Unmasked Estep 
Score: -6267691.500000 Penalty: 5457.966309
	Iteration 2Q: 3 clusters Score -6267692 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -6268280.500000 Penalty: 5457.966309
	Iteration 3Q: 3 clusters Score -6268280 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -6269006.000000 Penalty: 5457.966309
	Iteration 4Q: 3 clusters Score -6269006 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -6270000.000000 Penalty: 5457.966309
	Iteration 5Q: 3 clusters Score -6270000 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 37914 members 
Entering Unmasked Estep 
Score: -6271424.500000 Penalty: 5457.966309
	Iteration 6Q: 3 clusters Score -6271424 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 41129 members 
Entering Unmasked Estep 
Score: -6273529.000000 Penalty: 5457.966309
	Iteration 7F: 3 clusters Score -6273529 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 45281 members 
Entering Unmasked Estep 
Score: -6276626.000000 Penalty: 5457.966309
	Iteration 8F: 3 clusters Score -6276626 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 49760 members 
Entering Unmasked Estep 
Score: -6280402.500000 Penalty: 5457.966309
	Iteration 9F: 3 clusters Score -6280402 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 53941 members 
Entering Unmasked Estep 
Score: -6284293.000000 Penalty: 5457.966309
	Iteration 10F: 3 clusters Score -6284293 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 57027 members 
Entering Unmasked Estep 
Score: -6287173.500000 Penalty: 5457.966309
	Iteration 11F: 3 clusters Score -6287174 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 58564 members 
Entering Unmasked Estep 
Score: -6288562.500000 Penalty: 5457.966309
	Iteration 12Q: 3 clusters Score -6288562 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 59219 members 
Entering Unmasked Estep 
Score: -6289127.000000 Penalty: 5457.966309
	Iteration 13Q: 3 clusters Score -6289127 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 59485 members 
Entering Unmasked Estep 
Score: -6289373.500000 Penalty: 5457.966309
	Iteration 14Q: 3 clusters Score -6289374 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 59590 members 
Entering Unmasked Estep 
Score: -6289465.000000 Penalty: 5457.966309
	Iteration 15Q: 3 clusters Score -6289465 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 59651 members 
Entering Unmasked Estep 
Score: -6289532.000000 Penalty: 5457.966309
	Iteration 16Q: 3 clusters Score -6289532 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 59686 members 
Entering Unmasked Estep 
Score: -6289569.500000 Penalty: 5457.966309
	Iteration 17Q: 3 clusters Score -6289570 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 59711 members 
Entering Unmasked Estep 
Score: -6289605.500000 Penalty: 5457.966309
	Iteration 18Q: 3 clusters Score -6289606 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 59730 members 
Entering Unmasked Estep 
Score: -6289632.500000 Penalty: 5457.966309
	Iteration 19Q: 3 clusters Score -6289632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 59745 members 
Entering Unmasked Estep 
Score: -6289665.000000 Penalty: 5457.966309
	Iteration 20F: 3 clusters Score -6289665 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 59750 members 
Entering Unmasked Estep 
Score: -6289675.000000 Penalty: 5457.966309
	Iteration 21Q: 3 clusters Score -6289675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 59753 members 
Entering Unmasked Estep 
Score: -6289690.500000 Penalty: 5457.966309
	Iteration 22Q: 3 clusters Score -6289690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 59763 members 
Entering Unmasked Estep 
Score: -6289705.000000 Penalty: 5457.966309
	Iteration 23Q: 3 clusters Score -6289705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 59770 members 
Entering Unmasked Estep 
Score: -6289707.500000 Penalty: 5457.966309
	Iteration 24Q: 3 clusters Score -6289708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 59783 members 
Entering Unmasked Estep 
Score: -6289739.500000 Penalty: 5457.966309
	Iteration 25Q: 3 clusters Score -6289740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 59790 members 
Entering Unmasked Estep 
Score: -6289736.500000 Penalty: 5457.966309
	Iteration 26Q: 3 clusters Score -6289736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 59792 members 
Entering Unmasked Estep 
Score: -6289743.500000 Penalty: 5457.966309
	Iteration 27Q: 3 clusters Score -6289744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 59793 members 
Entering Unmasked Estep 
Score: -6289743.500000 Penalty: 5457.966309
	Iteration 28Q: 3 clusters Score -6289744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 59793 members 
Entering Unmasked Estep 
Score: -6289743.500000 Penalty: 5457.966309
	Iteration 29F: 3 clusters Score -6289744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Entering Unmasked Estep 
Score: -292702.468750 Penalty: 1954.814087
	Iteration 0F: 2 clusters Score -292702.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -289627.750000 Penalty: 3909.628174
	Iteration 0F: 3 clusters Score -289627.8 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -290204.812500 Penalty: 3909.628174
	Iteration 1F: 3 clusters Score -290204.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -290371.437500 Penalty: 3909.628174
	Iteration 2F: 3 clusters Score -290371.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -290462.125000 Penalty: 3909.628174
	Iteration 3Q: 3 clusters Score -290462.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -290509.906250 Penalty: 3909.628174
	Iteration 4Q: 3 clusters Score -290509.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -290547.812500 Penalty: 3909.628174
	Iteration 5Q: 3 clusters Score -290547.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -290590.875000 Penalty: 3909.628174
	Iteration 6Q: 3 clusters Score -290590.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -290631.875000 Penalty: 3909.628174
	Iteration 7Q: 3 clusters Score -290631.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -290670.937500 Penalty: 3909.628174
	Iteration 8Q: 3 clusters Score -290670.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -290697.031250 Penalty: 3909.628174
	Iteration 9Q: 3 clusters Score -290697 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -290723.625000 Penalty: 3909.628174
	Iteration 10Q: 3 clusters Score -290723.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -290746.468750 Penalty: 3909.628174
	Iteration 11Q: 3 clusters Score -290746.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -290776.218750 Penalty: 3909.628174
	Iteration 12Q: 3 clusters Score -290776.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -290801.531250 Penalty: 3909.628174
	Iteration 13Q: 3 clusters Score -290801.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -290816.906250 Penalty: 3909.628174
	Iteration 14Q: 3 clusters Score -290816.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -290832.906250 Penalty: 3909.628174
	Iteration 15Q: 3 clusters Score -290832.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -290849.812500 Penalty: 3909.628174
	Iteration 16Q: 3 clusters Score -290849.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -290868.406250 Penalty: 3909.628174
	Iteration 17Q: 3 clusters Score -290868.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -290891.656250 Penalty: 3909.628174
	Iteration 18Q: 3 clusters Score -290891.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -290920.250000 Penalty: 3909.628174
	Iteration 19Q: 3 clusters Score -290920.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -290950.875000 Penalty: 3909.628174
	Iteration 20F: 3 clusters Score -290950.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -290976.218750 Penalty: 3909.628174
	Iteration 21Q: 3 clusters Score -290976.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -290998.750000 Penalty: 3909.628174
	Iteration 22Q: 3 clusters Score -290998.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -291014.093750 Penalty: 3909.628174
	Iteration 23Q: 3 clusters Score -291014.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -291023.125000 Penalty: 3909.628174
	Iteration 24Q: 3 clusters Score -291023.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -291029.500000 Penalty: 3909.628174
	Iteration 25Q: 3 clusters Score -291029.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -291037.843750 Penalty: 3909.628174
	Iteration 26Q: 3 clusters Score -291037.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -291047.718750 Penalty: 3909.628174
	Iteration 27Q: 3 clusters Score -291047.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -291056.406250 Penalty: 3909.628174
	Iteration 28Q: 3 clusters Score -291056.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -291065.875000 Penalty: 3909.628174
	Iteration 29Q: 3 clusters Score -291065.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -291075.125000 Penalty: 3909.628174
	Iteration 30Q: 3 clusters Score -291075.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -291079.718750 Penalty: 3909.628174
	Iteration 31Q: 3 clusters Score -291079.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -291081.187500 Penalty: 3909.628174
	Iteration 32Q: 3 clusters Score -291081.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -291082.468750 Penalty: 3909.628174
	Iteration 33Q: 3 clusters Score -291082.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -291082.406250 Penalty: 3909.628174
	Iteration 34Q: 3 clusters Score -291082.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -291083.218750 Penalty: 3909.628174
	Iteration 35Q: 3 clusters Score -291083.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -291084.218750 Penalty: 3909.628174
	Iteration 36Q: 3 clusters Score -291084.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -291085.125000 Penalty: 3909.628174
	Iteration 37Q: 3 clusters Score -291085.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -291086.718750 Penalty: 3909.628174
	Iteration 38Q: 3 clusters Score -291086.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -291088.468750 Penalty: 3909.628174
	Iteration 39Q: 3 clusters Score -291088.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -291088.468750 Penalty: 3909.628174
	Iteration 40F: 3 clusters Score -291088.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Entering Unmasked Estep 
Score: -623048.500000 Penalty: 2148.815430
	Iteration 0F: 2 clusters Score -623048.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -618099.812500 Penalty: 4297.630859
	Iteration 0F: 3 clusters Score -618099.8 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -619322.437500 Penalty: 4297.630859
	Iteration 1F: 3 clusters Score -619322.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -619560.250000 Penalty: 4297.630859
	Iteration 2F: 3 clusters Score -619560.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -619717.500000 Penalty: 4297.630859
	Iteration 3F: 3 clusters Score -619717.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -619840.062500 Penalty: 4297.630859
	Iteration 4Q: 3 clusters Score -619840.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -619940.125000 Penalty: 4297.630859
	Iteration 5Q: 3 clusters Score -619940.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -620042.000000 Penalty: 4297.630859
	Iteration 6Q: 3 clusters Score -620042 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -620165.000000 Penalty: 4297.630859
	Iteration 7Q: 3 clusters Score -620165 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -620311.062500 Penalty: 4297.630859
	Iteration 8Q: 3 clusters Score -620311.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -620525.937500 Penalty: 4297.630859
	Iteration 9Q: 3 clusters Score -620525.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -620838.125000 Penalty: 4297.630859
	Iteration 10Q: 3 clusters Score -620838.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -621330.000000 Penalty: 4297.630859
	Iteration 11Q: 3 clusters Score -621330 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -621786.812500 Penalty: 4297.630859
	Iteration 12F: 3 clusters Score -621786.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -622128.562500 Penalty: 4297.630859
	Iteration 13F: 3 clusters Score -622128.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -622378.500000 Penalty: 4297.630859
	Iteration 14Q: 3 clusters Score -622378.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -622557.812500 Penalty: 4297.630859
	Iteration 15Q: 3 clusters Score -622557.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -622685.437500 Penalty: 4297.630859
	Iteration 16Q: 3 clusters Score -622685.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -622751.625000 Penalty: 4297.630859
	Iteration 17Q: 3 clusters Score -622751.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -622790.562500 Penalty: 4297.630859
	Iteration 18Q: 3 clusters Score -622790.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -622811.437500 Penalty: 4297.630859
	Iteration 19Q: 3 clusters Score -622811.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -622820.812500 Penalty: 4297.630859
	Iteration 20F: 3 clusters Score -622820.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -622826.125000 Penalty: 4297.630859
	Iteration 21Q: 3 clusters Score -622826.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -622829.625000 Penalty: 4297.630859
	Iteration 22Q: 3 clusters Score -622829.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -622833.125000 Penalty: 4297.630859
	Iteration 23Q: 3 clusters Score -622833.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -622833.937500 Penalty: 4297.630859
	Iteration 24Q: 3 clusters Score -622833.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -622835.187500 Penalty: 4297.630859
	Iteration 25Q: 3 clusters Score -622835.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -622834.062500 Penalty: 4297.630859
	Iteration 26Q: 3 clusters Score -622834.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -622833.812500 Penalty: 4297.630859
	Iteration 27Q: 3 clusters Score -622833.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -622833.812500 Penalty: 4297.630859
	Iteration 28F: 3 clusters Score -622833.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (43647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43647 members 
Entering Unmasked Estep 
Score: -4482955.000000 Penalty: 2649.604492
	Iteration 0F: 2 clusters Score -4482955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -4453439.000000 Penalty: 5299.208984
	Iteration 0F: 3 clusters Score -4453439 nChanged 20040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -4465062.000000 Penalty: 5299.208984
	Iteration 1F: 3 clusters Score -4465062 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -4466326.000000 Penalty: 5299.208984
	Iteration 2F: 3 clusters Score -4466326 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -4467916.000000 Penalty: 5299.208984
	Iteration 3F: 3 clusters Score -4467916 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -4469955.500000 Penalty: 5299.208984
	Iteration 4F: 3 clusters Score -4469956 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -4472315.500000 Penalty: 5299.208984
	Iteration 5F: 3 clusters Score -4472316 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -4474938.000000 Penalty: 5299.208984
	Iteration 6F: 3 clusters Score -4474938 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -4477105.500000 Penalty: 5299.208984
	Iteration 7F: 3 clusters Score -4477106 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36338 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -4478595.500000 Penalty: 5299.208984
	Iteration 8Q: 3 clusters Score -4478596 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -4479552.000000 Penalty: 5299.208984
	Iteration 9Q: 3 clusters Score -4479552 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38292 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -4480242.000000 Penalty: 5299.208984
	Iteration 10Q: 3 clusters Score -4480242 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -4480790.000000 Penalty: 5299.208984
	Iteration 11Q: 3 clusters Score -4480790 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -4481200.000000 Penalty: 5299.208984
	Iteration 12Q: 3 clusters Score -4481200 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39834 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -4481421.500000 Penalty: 5299.208984
	Iteration 13Q: 3 clusters Score -4481422 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -4481541.000000 Penalty: 5299.208984
	Iteration 14Q: 3 clusters Score -4481541 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -4481620.500000 Penalty: 5299.208984
	Iteration 15Q: 3 clusters Score -4481620 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -4481678.500000 Penalty: 5299.208984
	Iteration 16Q: 3 clusters Score -4481678 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -4481714.000000 Penalty: 5299.208984
	Iteration 17Q: 3 clusters Score -4481714 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40668 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -4481758.500000 Penalty: 5299.208984
	Iteration 18Q: 3 clusters Score -4481758 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40746 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -4481782.500000 Penalty: 5299.208984
	Iteration 19Q: 3 clusters Score -4481782 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40811 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -4481796.500000 Penalty: 5299.208984
	Iteration 20F: 3 clusters Score -4481796 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -4481810.500000 Penalty: 5299.208984
	Iteration 21Q: 3 clusters Score -4481810 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40909 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -4481814.500000 Penalty: 5299.208984
	Iteration 22Q: 3 clusters Score -4481814 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40944 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -4481813.000000 Penalty: 5299.208984
	Iteration 23Q: 3 clusters Score -4481813 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -4481825.000000 Penalty: 5299.208984
	Iteration 24Q: 3 clusters Score -4481825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -4481831.000000 Penalty: 5299.208984
	Iteration 25Q: 3 clusters Score -4481831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -4481823.000000 Penalty: 5299.208984
	Iteration 26Q: 3 clusters Score -4481823 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -4481830.000000 Penalty: 5299.208984
	Iteration 27Q: 3 clusters Score -4481830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -4481841.500000 Penalty: 5299.208984
	Iteration 28Q: 3 clusters Score -4481842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41047 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -4481843.500000 Penalty: 5299.208984
	Iteration 29Q: 3 clusters Score -4481844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41057 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -4481845.000000 Penalty: 5299.208984
	Iteration 30Q: 3 clusters Score -4481845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -4481837.000000 Penalty: 5299.208984
	Iteration 31Q: 3 clusters Score -4481837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41071 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -4481847.500000 Penalty: 5299.208984
	Iteration 32Q: 3 clusters Score -4481848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -4481852.000000 Penalty: 5299.208984
	Iteration 33Q: 3 clusters Score -4481852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41085 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -4481851.500000 Penalty: 5299.208984
	Iteration 34Q: 3 clusters Score -4481852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41092 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -4481850.000000 Penalty: 5299.208984
	Iteration 35Q: 3 clusters Score -4481850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41097 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -4481849.500000 Penalty: 5299.208984
	Iteration 36Q: 3 clusters Score -4481850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41102 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -4481848.000000 Penalty: 5299.208984
	Iteration 37Q: 3 clusters Score -4481848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -4481861.500000 Penalty: 5299.208984
	Iteration 38Q: 3 clusters Score -4481862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -4481855.500000 Penalty: 5299.208984
	Iteration 39Q: 3 clusters Score -4481856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -4481855.000000 Penalty: 5299.208984
	Iteration 40F: 3 clusters Score -4481855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Entering Unmasked Estep 
Score: -1343711.000000 Penalty: 2333.458984
	Iteration 0F: 2 clusters Score -1343711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1334766.250000 Penalty: 4666.917969
	Iteration 0F: 3 clusters Score -1334766 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1337393.125000 Penalty: 4666.917969
	Iteration 1F: 3 clusters Score -1337393 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1337700.500000 Penalty: 4666.917969
	Iteration 2F: 3 clusters Score -1337700 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1337927.750000 Penalty: 4666.917969
	Iteration 3Q: 3 clusters Score -1337928 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1338180.250000 Penalty: 4666.917969
	Iteration 4Q: 3 clusters Score -1338180 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1338491.625000 Penalty: 4666.917969
	Iteration 5Q: 3 clusters Score -1338492 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1338873.000000 Penalty: 4666.917969
	Iteration 6F: 3 clusters Score -1338873 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1339333.750000 Penalty: 4666.917969
	Iteration 7F: 3 clusters Score -1339334 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1339792.000000 Penalty: 4666.917969
	Iteration 8F: 3 clusters Score -1339792 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1340123.750000 Penalty: 4666.917969
	Iteration 9Q: 3 clusters Score -1340124 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1340403.250000 Penalty: 4666.917969
	Iteration 10Q: 3 clusters Score -1340403 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1340573.875000 Penalty: 4666.917969
	Iteration 11Q: 3 clusters Score -1340574 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1340690.125000 Penalty: 4666.917969
	Iteration 12Q: 3 clusters Score -1340690 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1340768.750000 Penalty: 4666.917969
	Iteration 13Q: 3 clusters Score -1340769 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1340825.250000 Penalty: 4666.917969
	Iteration 14Q: 3 clusters Score -1340825 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1340870.125000 Penalty: 4666.917969
	Iteration 15Q: 3 clusters Score -1340870 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1340910.125000 Penalty: 4666.917969
	Iteration 16Q: 3 clusters Score -1340910 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1340937.750000 Penalty: 4666.917969
	Iteration 17Q: 3 clusters Score -1340938 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1340975.875000 Penalty: 4666.917969
	Iteration 18Q: 3 clusters Score -1340976 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1341000.375000 Penalty: 4666.917969
	Iteration 19Q: 3 clusters Score -1341000 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1341018.625000 Penalty: 4666.917969
	Iteration 20F: 3 clusters Score -1341019 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1341040.375000 Penalty: 4666.917969
	Iteration 21Q: 3 clusters Score -1341040 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1341062.000000 Penalty: 4666.917969
	Iteration 22Q: 3 clusters Score -1341062 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1341081.625000 Penalty: 4666.917969
	Iteration 23Q: 3 clusters Score -1341082 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1341100.000000 Penalty: 4666.917969
	Iteration 24Q: 3 clusters Score -1341100 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1341118.375000 Penalty: 4666.917969
	Iteration 25Q: 3 clusters Score -1341118 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1341131.750000 Penalty: 4666.917969
	Iteration 26Q: 3 clusters Score -1341132 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1341139.625000 Penalty: 4666.917969
	Iteration 27Q: 3 clusters Score -1341140 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1341149.125000 Penalty: 4666.917969
	Iteration 28Q: 3 clusters Score -1341149 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1341154.125000 Penalty: 4666.917969
	Iteration 29Q: 3 clusters Score -1341154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1341155.875000 Penalty: 4666.917969
	Iteration 30Q: 3 clusters Score -1341156 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1341159.875000 Penalty: 4666.917969
	Iteration 31Q: 3 clusters Score -1341160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1341167.875000 Penalty: 4666.917969
	Iteration 32Q: 3 clusters Score -1341168 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1341174.625000 Penalty: 4666.917969
	Iteration 33Q: 3 clusters Score -1341175 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1341183.875000 Penalty: 4666.917969
	Iteration 34Q: 3 clusters Score -1341184 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1341199.000000 Penalty: 4666.917969
	Iteration 35Q: 3 clusters Score -1341199 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1341212.750000 Penalty: 4666.917969
	Iteration 36Q: 3 clusters Score -1341213 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1341223.000000 Penalty: 4666.917969
	Iteration 37Q: 3 clusters Score -1341223 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1341234.750000 Penalty: 4666.917969
	Iteration 38Q: 3 clusters Score -1341235 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1341254.375000 Penalty: 4666.917969
	Iteration 39Q: 3 clusters Score -1341254 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1341272.625000 Penalty: 4666.917969
	Iteration 40F: 3 clusters Score -1341273 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1341294.625000 Penalty: 4666.917969
	Iteration 41Q: 3 clusters Score -1341295 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1341304.750000 Penalty: 4666.917969
	Iteration 42Q: 3 clusters Score -1341305 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1341319.500000 Penalty: 4666.917969
	Iteration 43Q: 3 clusters Score -1341320 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1341337.000000 Penalty: 4666.917969
	Iteration 44Q: 3 clusters Score -1341337 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1341344.375000 Penalty: 4666.917969
	Iteration 45Q: 3 clusters Score -1341344 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1341355.125000 Penalty: 4666.917969
	Iteration 46Q: 3 clusters Score -1341355 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1341364.750000 Penalty: 4666.917969
	Iteration 47Q: 3 clusters Score -1341365 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1341371.000000 Penalty: 4666.917969
	Iteration 48Q: 3 clusters Score -1341371 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1341373.125000 Penalty: 4666.917969
	Iteration 49Q: 3 clusters Score -1341373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1341380.500000 Penalty: 4666.917969
	Iteration 50Q: 3 clusters Score -1341380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1341380.875000 Penalty: 4666.917969
	Iteration 51Q: 3 clusters Score -1341381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1341385.750000 Penalty: 4666.917969
	Iteration 52Q: 3 clusters Score -1341386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1341393.875000 Penalty: 4666.917969
	Iteration 53Q: 3 clusters Score -1341394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1341399.000000 Penalty: 4666.917969
	Iteration 54Q: 3 clusters Score -1341399 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1341406.125000 Penalty: 4666.917969
	Iteration 55Q: 3 clusters Score -1341406 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1341418.125000 Penalty: 4666.917969
	Iteration 56Q: 3 clusters Score -1341418 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1341435.250000 Penalty: 4666.917969
	Iteration 57Q: 3 clusters Score -1341435 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1341449.250000 Penalty: 4666.917969
	Iteration 58Q: 3 clusters Score -1341449 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1341456.125000 Penalty: 4666.917969
	Iteration 59Q: 3 clusters Score -1341456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1341466.000000 Penalty: 4666.917969
	Iteration 60F: 3 clusters Score -1341466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1341476.250000 Penalty: 4666.917969
	Iteration 61Q: 3 clusters Score -1341476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1341487.750000 Penalty: 4666.917969
	Iteration 62Q: 3 clusters Score -1341488 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1341497.250000 Penalty: 4666.917969
	Iteration 63Q: 3 clusters Score -1341497 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1341509.500000 Penalty: 4666.917969
	Iteration 64Q: 3 clusters Score -1341510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1341520.625000 Penalty: 4666.917969
	Iteration 65Q: 3 clusters Score -1341521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1341524.375000 Penalty: 4666.917969
	Iteration 66Q: 3 clusters Score -1341524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1341530.000000 Penalty: 4666.917969
	Iteration 67Q: 3 clusters Score -1341530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1341535.250000 Penalty: 4666.917969
	Iteration 68Q: 3 clusters Score -1341535 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1341542.750000 Penalty: 4666.917969
	Iteration 69Q: 3 clusters Score -1341543 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1341553.000000 Penalty: 4666.917969
	Iteration 70Q: 3 clusters Score -1341553 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1341564.000000 Penalty: 4666.917969
	Iteration 71Q: 3 clusters Score -1341564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1341566.750000 Penalty: 4666.917969
	Iteration 72Q: 3 clusters Score -1341567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1341573.375000 Penalty: 4666.917969
	Iteration 73Q: 3 clusters Score -1341573 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1341585.500000 Penalty: 4666.917969
	Iteration 74Q: 3 clusters Score -1341586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1341593.500000 Penalty: 4666.917969
	Iteration 75Q: 3 clusters Score -1341594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1341597.375000 Penalty: 4666.917969
	Iteration 76Q: 3 clusters Score -1341597 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1341609.125000 Penalty: 4666.917969
	Iteration 77Q: 3 clusters Score -1341609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1341610.125000 Penalty: 4666.917969
	Iteration 78Q: 3 clusters Score -1341610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1341617.625000 Penalty: 4666.917969
	Iteration 79Q: 3 clusters Score -1341618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1341624.375000 Penalty: 4666.917969
	Iteration 80F: 3 clusters Score -1341624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1341627.250000 Penalty: 4666.917969
	Iteration 81Q: 3 clusters Score -1341627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1341631.250000 Penalty: 4666.917969
	Iteration 82Q: 3 clusters Score -1341631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1341631.250000 Penalty: 4666.917969
	Iteration 83Q: 3 clusters Score -1341631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1341634.000000 Penalty: 4666.917969
	Iteration 84Q: 3 clusters Score -1341634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1341634.625000 Penalty: 4666.917969
	Iteration 85Q: 3 clusters Score -1341635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1341638.000000 Penalty: 4666.917969
	Iteration 86Q: 3 clusters Score -1341638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1341640.250000 Penalty: 4666.917969
	Iteration 87Q: 3 clusters Score -1341640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1341642.750000 Penalty: 4666.917969
	Iteration 88Q: 3 clusters Score -1341643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1341644.625000 Penalty: 4666.917969
	Iteration 89Q: 3 clusters Score -1341645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1341644.625000 Penalty: 4666.917969
	Iteration 90F: 3 clusters Score -1341645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Entering Unmasked Estep 
Score: -825469.687500 Penalty: 2214.072754
	Iteration 0F: 2 clusters Score -825469.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -819330.125000 Penalty: 4428.145508
	Iteration 0F: 3 clusters Score -819330.1 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -820928.875000 Penalty: 4428.145508
	Iteration 1F: 3 clusters Score -820928.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -821137.500000 Penalty: 4428.145508
	Iteration 2F: 3 clusters Score -821137.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -821273.687500 Penalty: 4428.145508
	Iteration 3Q: 3 clusters Score -821273.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -821380.812500 Penalty: 4428.145508
	Iteration 4Q: 3 clusters Score -821380.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -821472.750000 Penalty: 4428.145508
	Iteration 5Q: 3 clusters Score -821472.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -821548.125000 Penalty: 4428.145508
	Iteration 6Q: 3 clusters Score -821548.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -821630.937500 Penalty: 4428.145508
	Iteration 7Q: 3 clusters Score -821630.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -821734.750000 Penalty: 4428.145508
	Iteration 8Q: 3 clusters Score -821734.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -821829.125000 Penalty: 4428.145508
	Iteration 9Q: 3 clusters Score -821829.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -821942.687500 Penalty: 4428.145508
	Iteration 10Q: 3 clusters Score -821942.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -822043.250000 Penalty: 4428.145508
	Iteration 11Q: 3 clusters Score -822043.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -822173.750000 Penalty: 4428.145508
	Iteration 12Q: 3 clusters Score -822173.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -822338.687500 Penalty: 4428.145508
	Iteration 13Q: 3 clusters Score -822338.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -822525.250000 Penalty: 4428.145508
	Iteration 14Q: 3 clusters Score -822525.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -822744.062500 Penalty: 4428.145508
	Iteration 15Q: 3 clusters Score -822744.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -823006.937500 Penalty: 4428.145508
	Iteration 16Q: 3 clusters Score -823006.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -823276.125000 Penalty: 4428.145508
	Iteration 17Q: 3 clusters Score -823276.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -823602.000000 Penalty: 4428.145508
	Iteration 18Q: 3 clusters Score -823602 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -824024.625000 Penalty: 4428.145508
	Iteration 19Q: 3 clusters Score -824024.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -824318.875000 Penalty: 4428.145508
	Iteration 20F: 3 clusters Score -824318.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -824508.000000 Penalty: 4428.145508
	Iteration 21Q: 3 clusters Score -824508 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -824616.750000 Penalty: 4428.145508
	Iteration 22Q: 3 clusters Score -824616.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -824701.750000 Penalty: 4428.145508
	Iteration 23Q: 3 clusters Score -824701.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -824764.562500 Penalty: 4428.145508
	Iteration 24Q: 3 clusters Score -824764.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -824805.312500 Penalty: 4428.145508
	Iteration 25Q: 3 clusters Score -824805.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -824831.687500 Penalty: 4428.145508
	Iteration 26Q: 3 clusters Score -824831.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -824850.187500 Penalty: 4428.145508
	Iteration 27Q: 3 clusters Score -824850.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -824858.250000 Penalty: 4428.145508
	Iteration 28Q: 3 clusters Score -824858.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -824860.000000 Penalty: 4428.145508
	Iteration 29Q: 3 clusters Score -824860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -824861.125000 Penalty: 4428.145508
	Iteration 30Q: 3 clusters Score -824861.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -824862.562500 Penalty: 4428.145508
	Iteration 31Q: 3 clusters Score -824862.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -824860.812500 Penalty: 4428.145508
	Iteration 32Q: 3 clusters Score -824860.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -824862.000000 Penalty: 4428.145508
	Iteration 33Q: 3 clusters Score -824862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -824862.625000 Penalty: 4428.145508
	Iteration 34Q: 3 clusters Score -824862.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -824865.312500 Penalty: 4428.145508
	Iteration 35Q: 3 clusters Score -824865.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -824866.125000 Penalty: 4428.145508
	Iteration 36Q: 3 clusters Score -824866.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -824864.562500 Penalty: 4428.145508
	Iteration 37Q: 3 clusters Score -824864.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -824864.562500 Penalty: 4428.145508
	Iteration 38F: 3 clusters Score -824864.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Entering Unmasked Estep 
Score: -2591550.000000 Penalty: 2512.947266
	Iteration 0F: 2 clusters Score -2591550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -2574098.000000 Penalty: 5025.894531
	Iteration 0F: 3 clusters Score -2574098 nChanged 11252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -2580473.250000 Penalty: 5025.894531
	Iteration 1F: 3 clusters Score -2580473 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -2581255.500000 Penalty: 5025.894531
	Iteration 2F: 3 clusters Score -2581256 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -2582039.750000 Penalty: 5025.894531
	Iteration 3F: 3 clusters Score -2582040 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -2582836.000000 Penalty: 5025.894531
	Iteration 4F: 3 clusters Score -2582836 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -2583544.750000 Penalty: 5025.894531
	Iteration 5F: 3 clusters Score -2583545 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -2584244.000000 Penalty: 5025.894531
	Iteration 6F: 3 clusters Score -2584244 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -2584835.000000 Penalty: 5025.894531
	Iteration 7Q: 3 clusters Score -2584835 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -2585296.000000 Penalty: 5025.894531
	Iteration 8Q: 3 clusters Score -2585296 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -2585667.000000 Penalty: 5025.894531
	Iteration 9Q: 3 clusters Score -2585667 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -2586007.750000 Penalty: 5025.894531
	Iteration 10Q: 3 clusters Score -2586008 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -2586330.000000 Penalty: 5025.894531
	Iteration 11Q: 3 clusters Score -2586330 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -2586660.250000 Penalty: 5025.894531
	Iteration 12Q: 3 clusters Score -2586660 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -2587005.000000 Penalty: 5025.894531
	Iteration 13Q: 3 clusters Score -2587005 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -2587317.000000 Penalty: 5025.894531
	Iteration 14Q: 3 clusters Score -2587317 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -2587552.500000 Penalty: 5025.894531
	Iteration 15Q: 3 clusters Score -2587552 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -2587730.500000 Penalty: 5025.894531
	Iteration 16Q: 3 clusters Score -2587730 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -2587830.250000 Penalty: 5025.894531
	Iteration 17Q: 3 clusters Score -2587830 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -2587908.500000 Penalty: 5025.894531
	Iteration 18Q: 3 clusters Score -2587908 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -2587965.500000 Penalty: 5025.894531
	Iteration 19Q: 3 clusters Score -2587966 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2588020.500000 Penalty: 5025.894531
	Iteration 20F: 3 clusters Score -2588020 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -2588079.500000 Penalty: 5025.894531
	Iteration 21Q: 3 clusters Score -2588080 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -2588108.000000 Penalty: 5025.894531
	Iteration 22Q: 3 clusters Score -2588108 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -2588139.500000 Penalty: 5025.894531
	Iteration 23Q: 3 clusters Score -2588140 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -2588152.000000 Penalty: 5025.894531
	Iteration 24Q: 3 clusters Score -2588152 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -2588165.500000 Penalty: 5025.894531
	Iteration 25Q: 3 clusters Score -2588166 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -2588198.500000 Penalty: 5025.894531
	Iteration 26Q: 3 clusters Score -2588198 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -2588202.750000 Penalty: 5025.894531
	Iteration 27Q: 3 clusters Score -2588203 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -2588215.000000 Penalty: 5025.894531
	Iteration 28Q: 3 clusters Score -2588215 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -2588224.750000 Penalty: 5025.894531
	Iteration 29Q: 3 clusters Score -2588225 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -2588230.000000 Penalty: 5025.894531
	Iteration 30Q: 3 clusters Score -2588230 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -2588251.000000 Penalty: 5025.894531
	Iteration 31Q: 3 clusters Score -2588251 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2588260.000000 Penalty: 5025.894531
	Iteration 32Q: 3 clusters Score -2588260 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -2588269.250000 Penalty: 5025.894531
	Iteration 33Q: 3 clusters Score -2588269 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -2588273.750000 Penalty: 5025.894531
	Iteration 34Q: 3 clusters Score -2588274 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -2588286.000000 Penalty: 5025.894531
	Iteration 35Q: 3 clusters Score -2588286 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -2588311.000000 Penalty: 5025.894531
	Iteration 36Q: 3 clusters Score -2588311 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -2588330.750000 Penalty: 5025.894531
	Iteration 37Q: 3 clusters Score -2588331 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -2588349.000000 Penalty: 5025.894531
	Iteration 38Q: 3 clusters Score -2588349 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -2588370.250000 Penalty: 5025.894531
	Iteration 39Q: 3 clusters Score -2588370 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -2588386.500000 Penalty: 5025.894531
	Iteration 40F: 3 clusters Score -2588386 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -2588403.250000 Penalty: 5025.894531
	Iteration 41Q: 3 clusters Score -2588403 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -2588407.500000 Penalty: 5025.894531
	Iteration 42Q: 3 clusters Score -2588408 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -2588420.500000 Penalty: 5025.894531
	Iteration 43Q: 3 clusters Score -2588420 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -2588424.750000 Penalty: 5025.894531
	Iteration 44Q: 3 clusters Score -2588425 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -2588432.250000 Penalty: 5025.894531
	Iteration 45Q: 3 clusters Score -2588432 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -2588435.500000 Penalty: 5025.894531
	Iteration 46Q: 3 clusters Score -2588436 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -2588431.000000 Penalty: 5025.894531
	Iteration 47Q: 3 clusters Score -2588431 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -2588436.500000 Penalty: 5025.894531
	Iteration 48Q: 3 clusters Score -2588436 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -2588452.750000 Penalty: 5025.894531
	Iteration 49Q: 3 clusters Score -2588453 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -2588466.500000 Penalty: 5025.894531
	Iteration 50Q: 3 clusters Score -2588466 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -2588471.250000 Penalty: 5025.894531
	Iteration 51Q: 3 clusters Score -2588471 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -2588481.750000 Penalty: 5025.894531
	Iteration 52Q: 3 clusters Score -2588482 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -2588487.000000 Penalty: 5025.894531
	Iteration 53Q: 3 clusters Score -2588487 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -2588488.500000 Penalty: 5025.894531
	Iteration 54Q: 3 clusters Score -2588488 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -2588487.500000 Penalty: 5025.894531
	Iteration 55Q: 3 clusters Score -2588488 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2588495.500000 Penalty: 5025.894531
	Iteration 56Q: 3 clusters Score -2588496 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -2588500.750000 Penalty: 5025.894531
	Iteration 57Q: 3 clusters Score -2588501 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -2588499.000000 Penalty: 5025.894531
	Iteration 58Q: 3 clusters Score -2588499 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -2588502.750000 Penalty: 5025.894531
	Iteration 59Q: 3 clusters Score -2588503 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -2588506.750000 Penalty: 5025.894531
	Iteration 60F: 3 clusters Score -2588507 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -2588514.750000 Penalty: 5025.894531
	Iteration 61Q: 3 clusters Score -2588515 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2588513 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2588517 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2588526 nChanged 65
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Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2588545 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2588553 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2588568 nChanged 95
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Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2588583 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2588605 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2588617 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2588639 nChanged 100
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Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2588671 nChanged 108
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Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2588712 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2588735 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2588744 nChanged 121
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2588767 nChanged 117
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Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2588794 nChanged 134
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Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2588824 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2588846 nChanged 101
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Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2588858 nChanged 104
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Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 17705 members 
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	Iteration 83Q: 3 clusters Score -2588888 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2588924 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2588941 nChanged 119
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2588956 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2588993 nChanged 130
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2589012 nChanged 123
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Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2589036 nChanged 101
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Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 18647 members 
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	Iteration 91Q: 3 clusters Score -2589064 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2589102 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2589127 nChanged 122
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Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2589144 nChanged 97
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Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2589168 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2589192 nChanged 117
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Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2589202 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2589232 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2589248 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2589274 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2589286 nChanged 122
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Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2589317 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2589341 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2589364 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2589390 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2589414 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2589434 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 20610 members 
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	Iteration 109Q: 3 clusters Score -2589469 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 20694 members 
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	Iteration 110Q: 3 clusters Score -2589490 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2589504 nChanged 80
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Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2589519 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2589532 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2589543 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2589562 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2589581 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2589592 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2589599 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -2589621.500000 Penalty: 5025.894531
	Iteration 119Q: 3 clusters Score -2589622 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2589622 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2589638 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2589640 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2589641 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2589644 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3628 members 
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	Iteration 125Q: 3 clusters Score -2589643 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2589648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2589650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2589652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2589652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2589654 nChanged 15
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Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2589658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2589657 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2589662 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2589660 nChanged 15
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Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2589670 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 21706 members 
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	Iteration 136Q: 3 clusters Score -2589665 nChanged 17
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Mstep: Class 1 contains 3435 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2589672 nChanged 16
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Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2589676 nChanged 21
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Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2589676 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2589675 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2589680 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2589678 nChanged 10
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Mstep: Class 1 contains 3356 members 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2589684 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2589685 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3326 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2589690 nChanged 18
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Mstep: Class 1 contains 3308 members 
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	Iteration 146Q: 3 clusters Score -2589690 nChanged 21
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Mstep: Class 1 contains 3287 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2589688 nChanged 33
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Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2589687 nChanged 41
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Mstep: Class 1 contains 3219 members 
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2589702 nChanged 30
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Mstep: Class 1 contains 3191 members 
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Entering Unmasked Estep 
Score: -2589713.750000 Penalty: 5025.894531
	Iteration 150Q: 3 clusters Score -2589714 nChanged 42
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Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -2589728.250000 Penalty: 5025.894531
	Iteration 151Q: 3 clusters Score -2589728 nChanged 47
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Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2589728 nChanged 45
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Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2589738 nChanged 42
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Mstep: Class 1 contains 3017 members 
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Entering Unmasked Estep 
Score: -2589743.750000 Penalty: 5025.894531
	Iteration 154Q: 3 clusters Score -2589744 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -2589743.500000 Penalty: 5025.894531
	Iteration 155Q: 3 clusters Score -2589744 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -2589749.750000 Penalty: 5025.894531
	Iteration 156Q: 3 clusters Score -2589750 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -2589753.750000 Penalty: 5025.894531
	Iteration 157Q: 3 clusters Score -2589754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -2589759.000000 Penalty: 5025.894531
	Iteration 158Q: 3 clusters Score -2589759 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -2589771.000000 Penalty: 5025.894531
	Iteration 159Q: 3 clusters Score -2589771 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -2589776.000000 Penalty: 5025.894531
	Iteration 160F: 3 clusters Score -2589776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -2589784.750000 Penalty: 5025.894531
	Iteration 161Q: 3 clusters Score -2589785 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -2589788.250000 Penalty: 5025.894531
	Iteration 162Q: 3 clusters Score -2589788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -2589786.750000 Penalty: 5025.894531
	Iteration 163Q: 3 clusters Score -2589787 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -2589797.500000 Penalty: 5025.894531
	Iteration 164Q: 3 clusters Score -2589798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -2589801.750000 Penalty: 5025.894531
	Iteration 165Q: 3 clusters Score -2589802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -2589805.000000 Penalty: 5025.894531
	Iteration 166Q: 3 clusters Score -2589805 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -2589807.000000 Penalty: 5025.894531
	Iteration 167Q: 3 clusters Score -2589807 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -2589809.250000 Penalty: 5025.894531
	Iteration 168Q: 3 clusters Score -2589809 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -2589820.000000 Penalty: 5025.894531
	Iteration 169Q: 3 clusters Score -2589820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -2589823.500000 Penalty: 5025.894531
	Iteration 170Q: 3 clusters Score -2589824 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -2589832.500000 Penalty: 5025.894531
	Iteration 171Q: 3 clusters Score -2589832 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -2589844.500000 Penalty: 5025.894531
	Iteration 172Q: 3 clusters Score -2589844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -2589847.750000 Penalty: 5025.894531
	Iteration 173Q: 3 clusters Score -2589848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -2589853.750000 Penalty: 5025.894531
	Iteration 174Q: 3 clusters Score -2589854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -2589855.000000 Penalty: 5025.894531
	Iteration 175Q: 3 clusters Score -2589855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -2589855.250000 Penalty: 5025.894531
	Iteration 176Q: 3 clusters Score -2589855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -2589859.750000 Penalty: 5025.894531
	Iteration 177Q: 3 clusters Score -2589860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -2589860.000000 Penalty: 5025.894531
	Iteration 178Q: 3 clusters Score -2589860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -2589865.250000 Penalty: 5025.894531
	Iteration 179Q: 3 clusters Score -2589865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -2589862.500000 Penalty: 5025.894531
	Iteration 180F: 3 clusters Score -2589862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -2589863.500000 Penalty: 5025.894531
	Iteration 181Q: 3 clusters Score -2589864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -2589867.500000 Penalty: 5025.894531
	Iteration 182Q: 3 clusters Score -2589868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -2589869.750000 Penalty: 5025.894531
	Iteration 183Q: 3 clusters Score -2589870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -2589873.000000 Penalty: 5025.894531
	Iteration 184Q: 3 clusters Score -2589873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -2589874.000000 Penalty: 5025.894531
	Iteration 185Q: 3 clusters Score -2589874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -2589877.250000 Penalty: 5025.894531
	Iteration 186Q: 3 clusters Score -2589877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -2589879.250000 Penalty: 5025.894531
	Iteration 187Q: 3 clusters Score -2589879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -2589876.500000 Penalty: 5025.894531
	Iteration 188Q: 3 clusters Score -2589876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -2589876.500000 Penalty: 5025.894531
	Iteration 189F: 3 clusters Score -2589876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (104241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104241 members 
Entering Unmasked Estep 
Score: -11478910.000000 Penalty: 2865.506104
	Iteration 0F: 2 clusters Score -1.147891e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51736 members 
Mstep: Class 2 contains 52505 members 
Entering Unmasked Estep 
Score: -11408865.000000 Penalty: 5731.012207
	Iteration 0F: 3 clusters Score -1.140886e+07 nChanged 49647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45725 members 
Mstep: Class 2 contains 58516 members 
Entering Unmasked Estep 
Score: -11438549.000000 Penalty: 5731.012207
	Iteration 1F: 3 clusters Score -1.143855e+07 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 62580 members 
Entering Unmasked Estep 
Score: -11441135.000000 Penalty: 5731.012207
	Iteration 2F: 3 clusters Score -1.144114e+07 nChanged 7008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 68378 members 
Entering Unmasked Estep 
Score: -11445402.000000 Penalty: 5731.012207
	Iteration 3F: 3 clusters Score -1.14454e+07 nChanged 8216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 75732 members 
Entering Unmasked Estep 
Score: -11451283.000000 Penalty: 5731.012207
	Iteration 4F: 3 clusters Score -1.145128e+07 nChanged 8411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 83665 members 
Entering Unmasked Estep 
Score: -11458135.000000 Penalty: 5731.012207
	Iteration 5F: 3 clusters Score -1.145814e+07 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 90950 members 
Entering Unmasked Estep 
Score: -11464697.000000 Penalty: 5731.012207
	Iteration 6F: 3 clusters Score -1.14647e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 96538 members 
Entering Unmasked Estep 
Score: -11469767.000000 Penalty: 5731.012207
	Iteration 7F: 3 clusters Score -1.146977e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 100220 members 
Entering Unmasked Estep 
Score: -11473226.000000 Penalty: 5731.012207
	Iteration 8Q: 3 clusters Score -1.147323e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 102148 members 
Entering Unmasked Estep 
Score: -11474920.000000 Penalty: 5731.012207
	Iteration 9Q: 3 clusters Score -1.147492e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 103019 members 
Entering Unmasked Estep 
Score: -11475713.000000 Penalty: 5731.012207
	Iteration 10Q: 3 clusters Score -1.147571e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 103361 members 
Entering Unmasked Estep 
Score: -11476044.000000 Penalty: 5731.012207
	Iteration 11Q: 3 clusters Score -1.147604e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 103522 members 
Entering Unmasked Estep 
Score: -11476203.000000 Penalty: 5731.012207
	Iteration 12Q: 3 clusters Score -1.14762e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 103603 members 
Entering Unmasked Estep 
Score: -11476313.000000 Penalty: 5731.012207
	Iteration 13Q: 3 clusters Score -1.147631e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 103641 members 
Entering Unmasked Estep 
Score: -11476391.000000 Penalty: 5731.012207
	Iteration 14Q: 3 clusters Score -1.147639e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 103666 members 
Entering Unmasked Estep 
Score: -11476454.000000 Penalty: 5731.012207
	Iteration 15Q: 3 clusters Score -1.147645e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 103674 members 
Entering Unmasked Estep 
Score: -11476466.000000 Penalty: 5731.012207
	Iteration 16Q: 3 clusters Score -1.147647e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 103691 members 
Entering Unmasked Estep 
Score: -11476482.000000 Penalty: 5731.012207
	Iteration 17Q: 3 clusters Score -1.147648e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 103705 members 
Entering Unmasked Estep 
Score: -11476517.000000 Penalty: 5731.012207
	Iteration 18Q: 3 clusters Score -1.147652e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 103713 members 
Entering Unmasked Estep 
Score: -11476523.000000 Penalty: 5731.012207
	Iteration 19Q: 3 clusters Score -1.147652e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 103722 members 
Entering Unmasked Estep 
Score: -11476552.000000 Penalty: 5731.012207
	Iteration 20F: 3 clusters Score -1.147655e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 103728 members 
Entering Unmasked Estep 
Score: -11476567.000000 Penalty: 5731.012207
	Iteration 21Q: 3 clusters Score -1.147657e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 103735 members 
Entering Unmasked Estep 
Score: -11476554.000000 Penalty: 5731.012207
	Iteration 22Q: 3 clusters Score -1.147655e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 103733 members 
Entering Unmasked Estep 
Score: -11476587.000000 Penalty: 5731.012207
	Iteration 23Q: 3 clusters Score -1.147659e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 103734 members 
Entering Unmasked Estep 
Score: -11476588.000000 Penalty: 5731.012207
	Iteration 24Q: 3 clusters Score -1.147659e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 103732 members 
Entering Unmasked Estep 
Score: -11476594.000000 Penalty: 5731.012207
	Iteration 25Q: 3 clusters Score -1.147659e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 103730 members 
Entering Unmasked Estep 
Score: -11476609.000000 Penalty: 5731.012207
	Iteration 26Q: 3 clusters Score -1.147661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 103726 members 
Entering Unmasked Estep 
Score: -11476615.000000 Penalty: 5731.012207
	Iteration 27Q: 3 clusters Score -1.147662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 103727 members 
Entering Unmasked Estep 
Score: -11476617.000000 Penalty: 5731.012207
	Iteration 28Q: 3 clusters Score -1.147662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 103728 members 
Entering Unmasked Estep 
Score: -11476620.000000 Penalty: 5731.012207
	Iteration 29Q: 3 clusters Score -1.147662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 103731 members 
Entering Unmasked Estep 
Score: -11476614.000000 Penalty: 5731.012207
	Iteration 30Q: 3 clusters Score -1.147661e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 103732 members 
Entering Unmasked Estep 
Score: -11476604.000000 Penalty: 5731.012207
	Iteration 31Q: 3 clusters Score -1.14766e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 103731 members 
Entering Unmasked Estep 
Score: -11476601.000000 Penalty: 5731.012207
	Iteration 32Q: 3 clusters Score -1.14766e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 103732 members 
Entering Unmasked Estep 
Score: -11476620.000000 Penalty: 5731.012207
	Iteration 33Q: 3 clusters Score -1.147662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 103731 members 
Entering Unmasked Estep 
Score: -11476612.000000 Penalty: 5731.012207
	Iteration 34Q: 3 clusters Score -1.147661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 103732 members 
Entering Unmasked Estep 
Score: -11476617.000000 Penalty: 5731.012207
	Iteration 35Q: 3 clusters Score -1.147662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 103733 members 
Entering Unmasked Estep 
Score: -11476630.000000 Penalty: 5731.012207
	Iteration 36Q: 3 clusters Score -1.147663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 103732 members 
Entering Unmasked Estep 
Score: -11476622.000000 Penalty: 5731.012207
	Iteration 37Q: 3 clusters Score -1.147662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 103730 members 
Entering Unmasked Estep 
Score: -11476622.000000 Penalty: 5731.012207
	Iteration 38Q: 3 clusters Score -1.147662e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 103730 members 
Entering Unmasked Estep 
Score: -11476622.000000 Penalty: 5731.012207
	Iteration 39F: 3 clusters Score -1.147662e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Entering Unmasked Estep 
Score: -291652.468750 Penalty: 1987.226929
	Iteration 0F: 2 clusters Score -291652.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -288433.468750 Penalty: 3974.453857
	Iteration 0F: 3 clusters Score -288433.5 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -289471.375000 Penalty: 3974.453857
	Iteration 1F: 3 clusters Score -289471.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -289965.687500 Penalty: 3974.453857
	Iteration 2F: 3 clusters Score -289965.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -290344.750000 Penalty: 3974.453857
	Iteration 3F: 3 clusters Score -290344.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -290781.437500 Penalty: 3974.453857
	Iteration 4F: 3 clusters Score -290781.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -291164.031250 Penalty: 3974.453857
	Iteration 5F: 3 clusters Score -291164 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -291400.875000 Penalty: 3974.453857
	Iteration 6F: 3 clusters Score -291400.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -291546.687500 Penalty: 3974.453857
	Iteration 7Q: 3 clusters Score -291546.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -291624.937500 Penalty: 3974.453857
	Iteration 8Q: 3 clusters Score -291624.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -291669.875000 Penalty: 3974.453857
	Iteration 9Q: 3 clusters Score -291669.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -291691.093750 Penalty: 3974.453857
	Iteration 10Q: 3 clusters Score -291691.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -291703.031250 Penalty: 3974.453857
	Iteration 11Q: 3 clusters Score -291703 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -291717.031250 Penalty: 3974.453857
	Iteration 12Q: 3 clusters Score -291717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -291727.687500 Penalty: 3974.453857
	Iteration 13Q: 3 clusters Score -291727.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -291734.187500 Penalty: 3974.453857
	Iteration 14Q: 3 clusters Score -291734.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -291739.375000 Penalty: 3974.453857
	Iteration 15Q: 3 clusters Score -291739.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -291739.906250 Penalty: 3974.453857
	Iteration 16Q: 3 clusters Score -291739.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -291740.718750 Penalty: 3974.453857
	Iteration 17Q: 3 clusters Score -291740.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -291742.906250 Penalty: 3974.453857
	Iteration 18Q: 3 clusters Score -291742.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -291744.406250 Penalty: 3974.453857
	Iteration 19Q: 3 clusters Score -291744.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -291744.406250 Penalty: 3974.453857
	Iteration 20F: 3 clusters Score -291744.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156940 members 
Mstep: Class 2 contains 2991 members 
Mstep: Class 3 contains 11860 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24793 members 
Mstep: Class 6 contains 72596 members 
Mstep: Class 7 contains 12330 members 
Mstep: Class 8 contains 1693 members 
Mstep: Class 9 contains 182237 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60112 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43647 members 
Mstep: Class 15 contains 12199 members 
Mstep: Class 16 contains 7538 members 
Mstep: Class 17 contains 25156 members 
Mstep: Class 18 contains 104241 members 
Mstep: Class 19 contains 2677 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 38282 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9023 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14283 members 
Mstep: Class 29 contains 22762 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13479 members 
Mstep: Class 32 contains 8059 members 
Mstep: Class 33 contains 67943 members 
Mstep: Class 34 contains 26186 members 
Mstep: Class 35 contains 15209 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18935 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14174 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18810 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33324 members 
Mstep: Class 52 contains 7787 members 
Mstep: Class 53 contains 343 members 
Entering Unmasked Estep 
Score: -115180760.000000 Penalty: 182896.359375
Splitting cluster 19 changes total score from -115182168.000000 to -115180760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (5605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Entering Unmasked Estep 
Score: -531574.000000 Penalty: 2140.590820
	Iteration 0F: 2 clusters Score -531574 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 2824 members 
Entering Unmasked Estep 
Score: -526644.187500 Penalty: 4281.181641
	Iteration 0F: 3 clusters Score -526644.2 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -527973.812500 Penalty: 4281.181641
	Iteration 1F: 3 clusters Score -527973.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -528357.875000 Penalty: 4281.181641
	Iteration 2F: 3 clusters Score -528357.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -528682.937500 Penalty: 4281.181641
	Iteration 3F: 3 clusters Score -528682.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -528978.875000 Penalty: 4281.181641
	Iteration 4F: 3 clusters Score -528978.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -529218.875000 Penalty: 4281.181641
	Iteration 5F: 3 clusters Score -529218.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -529411.625000 Penalty: 4281.181641
	Iteration 6Q: 3 clusters Score -529411.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -529555.750000 Penalty: 4281.181641
	Iteration 7Q: 3 clusters Score -529555.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -529668.812500 Penalty: 4281.181641
	Iteration 8Q: 3 clusters Score -529668.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -529762.937500 Penalty: 4281.181641
	Iteration 9Q: 3 clusters Score -529762.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -529823.062500 Penalty: 4281.181641
	Iteration 10Q: 3 clusters Score -529823.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -529860.312500 Penalty: 4281.181641
	Iteration 11Q: 3 clusters Score -529860.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -529885.562500 Penalty: 4281.181641
	Iteration 12Q: 3 clusters Score -529885.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -529905.812500 Penalty: 4281.181641
	Iteration 13Q: 3 clusters Score -529905.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -529922.062500 Penalty: 4281.181641
	Iteration 14Q: 3 clusters Score -529922.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -529934.250000 Penalty: 4281.181641
	Iteration 15Q: 3 clusters Score -529934.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -529942.437500 Penalty: 4281.181641
	Iteration 16Q: 3 clusters Score -529942.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -529952.875000 Penalty: 4281.181641
	Iteration 17Q: 3 clusters Score -529952.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -529964.375000 Penalty: 4281.181641
	Iteration 18Q: 3 clusters Score -529964.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -529976.062500 Penalty: 4281.181641
	Iteration 19Q: 3 clusters Score -529976.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -529983.000000 Penalty: 4281.181641
	Iteration 20F: 3 clusters Score -529983 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -529991.875000 Penalty: 4281.181641
	Iteration 21Q: 3 clusters Score -529991.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -530000.625000 Penalty: 4281.181641
	Iteration 22Q: 3 clusters Score -530000.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -530007.500000 Penalty: 4281.181641
	Iteration 23Q: 3 clusters Score -530007.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -530016.250000 Penalty: 4281.181641
	Iteration 24Q: 3 clusters Score -530016.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -530020.750000 Penalty: 4281.181641
	Iteration 25Q: 3 clusters Score -530020.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -530025.000000 Penalty: 4281.181641
	Iteration 26Q: 3 clusters Score -530025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -530030.312500 Penalty: 4281.181641
	Iteration 27Q: 3 clusters Score -530030.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -530033.937500 Penalty: 4281.181641
	Iteration 28Q: 3 clusters Score -530033.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -530036.125000 Penalty: 4281.181641
	Iteration 29Q: 3 clusters Score -530036.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -530036.625000 Penalty: 4281.181641
	Iteration 30Q: 3 clusters Score -530036.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -530036.937500 Penalty: 4281.181641
	Iteration 31Q: 3 clusters Score -530036.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -530037.312500 Penalty: 4281.181641
	Iteration 32Q: 3 clusters Score -530037.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -530038.437500 Penalty: 4281.181641
	Iteration 33Q: 3 clusters Score -530038.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -530038.687500 Penalty: 4281.181641
	Iteration 34Q: 3 clusters Score -530038.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -530038.687500 Penalty: 4281.181641
	Iteration 35F: 3 clusters Score -530038.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Entering Unmasked Estep 
Score: -3907535.500000 Penalty: 2617.078369
	Iteration 0F: 2 clusters Score -3907536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -3881488.750000 Penalty: 5234.156738
	Iteration 0F: 3 clusters Score -3881489 nChanged 17524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -3891535.500000 Penalty: 5234.156738
	Iteration 1F: 3 clusters Score -3891536 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -3893060.750000 Penalty: 5234.156738
	Iteration 2F: 3 clusters Score -3893061 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -3894797.000000 Penalty: 5234.156738
	Iteration 3F: 3 clusters Score -3894797 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -3896688.250000 Penalty: 5234.156738
	Iteration 4F: 3 clusters Score -3896688 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -3898607.750000 Penalty: 5234.156738
	Iteration 5F: 3 clusters Score -3898608 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -3900391.000000 Penalty: 5234.156738
	Iteration 6F: 3 clusters Score -3900391 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -3901807.250000 Penalty: 5234.156738
	Iteration 7F: 3 clusters Score -3901807 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -3902872.000000 Penalty: 5234.156738
	Iteration 8Q: 3 clusters Score -3902872 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -3903497.750000 Penalty: 5234.156738
	Iteration 9Q: 3 clusters Score -3903498 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -3903843.750000 Penalty: 5234.156738
	Iteration 10Q: 3 clusters Score -3903844 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -3904045.500000 Penalty: 5234.156738
	Iteration 11Q: 3 clusters Score -3904046 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -3904176.750000 Penalty: 5234.156738
	Iteration 12Q: 3 clusters Score -3904177 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -3904257.250000 Penalty: 5234.156738
	Iteration 13Q: 3 clusters Score -3904257 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -3904313.750000 Penalty: 5234.156738
	Iteration 14Q: 3 clusters Score -3904314 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -3904350.750000 Penalty: 5234.156738
	Iteration 15Q: 3 clusters Score -3904351 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -3904389.000000 Penalty: 5234.156738
	Iteration 16Q: 3 clusters Score -3904389 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -3904427.000000 Penalty: 5234.156738
	Iteration 17Q: 3 clusters Score -3904427 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -3904450.750000 Penalty: 5234.156738
	Iteration 18Q: 3 clusters Score -3904451 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -3904472.000000 Penalty: 5234.156738
	Iteration 19Q: 3 clusters Score -3904472 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -3904517.250000 Penalty: 5234.156738
	Iteration 20F: 3 clusters Score -3904517 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -3904563.000000 Penalty: 5234.156738
	Iteration 21Q: 3 clusters Score -3904563 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -3904632.250000 Penalty: 5234.156738
	Iteration 22Q: 3 clusters Score -3904632 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -3904682.750000 Penalty: 5234.156738
	Iteration 23Q: 3 clusters Score -3904683 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -3904709.000000 Penalty: 5234.156738
	Iteration 24Q: 3 clusters Score -3904709 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -3904794.250000 Penalty: 5234.156738
	Iteration 25Q: 3 clusters Score -3904794 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -3904834.500000 Penalty: 5234.156738
	Iteration 26Q: 3 clusters Score -3904834 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -3904869.750000 Penalty: 5234.156738
	Iteration 27Q: 3 clusters Score -3904870 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -3904895.250000 Penalty: 5234.156738
	Iteration 28Q: 3 clusters Score -3904895 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -3904936.500000 Penalty: 5234.156738
	Iteration 29Q: 3 clusters Score -3904936 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -3904959.750000 Penalty: 5234.156738
	Iteration 30Q: 3 clusters Score -3904960 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -3905004.000000 Penalty: 5234.156738
	Iteration 31Q: 3 clusters Score -3905004 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -3905033.750000 Penalty: 5234.156738
	Iteration 32Q: 3 clusters Score -3905034 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -3905077.250000 Penalty: 5234.156738
	Iteration 33Q: 3 clusters Score -3905077 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -3905124.750000 Penalty: 5234.156738
	Iteration 34Q: 3 clusters Score -3905125 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -3905163.000000 Penalty: 5234.156738
	Iteration 35Q: 3 clusters Score -3905163 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -3905183.500000 Penalty: 5234.156738
	Iteration 36Q: 3 clusters Score -3905184 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -3905192.000000 Penalty: 5234.156738
	Iteration 37Q: 3 clusters Score -3905192 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -3905225.000000 Penalty: 5234.156738
	Iteration 38Q: 3 clusters Score -3905225 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -3905243.750000 Penalty: 5234.156738
	Iteration 39Q: 3 clusters Score -3905244 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -3905276.250000 Penalty: 5234.156738
	Iteration 40F: 3 clusters Score -3905276 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -3905284.250000 Penalty: 5234.156738
	Iteration 41Q: 3 clusters Score -3905284 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -3905318.750000 Penalty: 5234.156738
	Iteration 42Q: 3 clusters Score -3905319 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -3905340.500000 Penalty: 5234.156738
	Iteration 43Q: 3 clusters Score -3905340 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -3905359.250000 Penalty: 5234.156738
	Iteration 44Q: 3 clusters Score -3905359 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -3905383.750000 Penalty: 5234.156738
	Iteration 45Q: 3 clusters Score -3905384 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -3905403.000000 Penalty: 5234.156738
	Iteration 46Q: 3 clusters Score -3905403 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -3905411.500000 Penalty: 5234.156738
	Iteration 47Q: 3 clusters Score -3905412 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 29119 members 
Entering Unmasked Estep 
Score: -3905425.750000 Penalty: 5234.156738
	Iteration 48Q: 3 clusters Score -3905426 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -3905458.250000 Penalty: 5234.156738
	Iteration 49Q: 3 clusters Score -3905458 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -3905466.750000 Penalty: 5234.156738
	Iteration 50Q: 3 clusters Score -3905467 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -3905494.000000 Penalty: 5234.156738
	Iteration 51Q: 3 clusters Score -3905494 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -3905514.000000 Penalty: 5234.156738
	Iteration 52Q: 3 clusters Score -3905514 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -3905513.000000 Penalty: 5234.156738
	Iteration 53Q: 3 clusters Score -3905513 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -3905544.750000 Penalty: 5234.156738
	Iteration 54Q: 3 clusters Score -3905545 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -3905560.750000 Penalty: 5234.156738
	Iteration 55Q: 3 clusters Score -3905561 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -3905595.250000 Penalty: 5234.156738
	Iteration 56Q: 3 clusters Score -3905595 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -3905606.250000 Penalty: 5234.156738
	Iteration 57Q: 3 clusters Score -3905606 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -3905624.500000 Penalty: 5234.156738
	Iteration 58Q: 3 clusters Score -3905624 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -3905631.250000 Penalty: 5234.156738
	Iteration 59Q: 3 clusters Score -3905631 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 30626 members 
Entering Unmasked Estep 
Score: -3905664.500000 Penalty: 5234.156738
	Iteration 60F: 3 clusters Score -3905664 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 30726 members 
Entering Unmasked Estep 
Score: -3905663.750000 Penalty: 5234.156738
	Iteration 61Q: 3 clusters Score -3905664 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -3905689.250000 Penalty: 5234.156738
	Iteration 62Q: 3 clusters Score -3905689 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 30898 members 
Entering Unmasked Estep 
Score: -3905695.000000 Penalty: 5234.156738
	Iteration 63Q: 3 clusters Score -3905695 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -3905695.500000 Penalty: 5234.156738
	Iteration 64Q: 3 clusters Score -3905696 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 31020 members 
Entering Unmasked Estep 
Score: -3905699.250000 Penalty: 5234.156738
	Iteration 65Q: 3 clusters Score -3905699 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 31074 members 
Entering Unmasked Estep 
Score: -3905711.250000 Penalty: 5234.156738
	Iteration 66Q: 3 clusters Score -3905711 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 31131 members 
Entering Unmasked Estep 
Score: -3905724.750000 Penalty: 5234.156738
	Iteration 67Q: 3 clusters Score -3905725 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -3905734.500000 Penalty: 5234.156738
	Iteration 68Q: 3 clusters Score -3905734 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -3905742.250000 Penalty: 5234.156738
	Iteration 69Q: 3 clusters Score -3905742 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -3905746.750000 Penalty: 5234.156738
	Iteration 70Q: 3 clusters Score -3905747 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -3905750.500000 Penalty: 5234.156738
	Iteration 71Q: 3 clusters Score -3905750 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 31359 members 
Entering Unmasked Estep 
Score: -3905748.000000 Penalty: 5234.156738
	Iteration 72Q: 3 clusters Score -3905748 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -3905756.250000 Penalty: 5234.156738
	Iteration 73Q: 3 clusters Score -3905756 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -3905758.000000 Penalty: 5234.156738
	Iteration 74Q: 3 clusters Score -3905758 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -3905765.000000 Penalty: 5234.156738
	Iteration 75Q: 3 clusters Score -3905765 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 31558 members 
Entering Unmasked Estep 
Score: -3905764.000000 Penalty: 5234.156738
	Iteration 76Q: 3 clusters Score -3905764 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -3905782.000000 Penalty: 5234.156738
	Iteration 77Q: 3 clusters Score -3905782 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -3905794.250000 Penalty: 5234.156738
	Iteration 78Q: 3 clusters Score -3905794 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -3905804.000000 Penalty: 5234.156738
	Iteration 79Q: 3 clusters Score -3905804 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -3905814.750000 Penalty: 5234.156738
	Iteration 80F: 3 clusters Score -3905815 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 31839 members 
Entering Unmasked Estep 
Score: -3905817.250000 Penalty: 5234.156738
	Iteration 81Q: 3 clusters Score -3905817 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -3905838.500000 Penalty: 5234.156738
	Iteration 82Q: 3 clusters Score -3905838 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
Score: -3905838.000000 Penalty: 5234.156738
	Iteration 83Q: 3 clusters Score -3905838 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -3905835.500000 Penalty: 5234.156738
	Iteration 84Q: 3 clusters Score -3905836 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -3905852.250000 Penalty: 5234.156738
	Iteration 85Q: 3 clusters Score -3905852 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 32120 members 
Entering Unmasked Estep 
Score: -3905854.500000 Penalty: 5234.156738
	Iteration 86Q: 3 clusters Score -3905854 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -3905854.500000 Penalty: 5234.156738
	Iteration 87Q: 3 clusters Score -3905854 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
Score: -3905867.500000 Penalty: 5234.156738
	Iteration 88Q: 3 clusters Score -3905868 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -3905867.000000 Penalty: 5234.156738
	Iteration 89Q: 3 clusters Score -3905867 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -3905859.750000 Penalty: 5234.156738
	Iteration 90Q: 3 clusters Score -3905860 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -3905871.000000 Penalty: 5234.156738
	Iteration 91Q: 3 clusters Score -3905871 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -3905875.250000 Penalty: 5234.156738
	Iteration 92Q: 3 clusters Score -3905875 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 32338 members 
Entering Unmasked Estep 
Score: -3905880.750000 Penalty: 5234.156738
	Iteration 93Q: 3 clusters Score -3905881 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -3905872.000000 Penalty: 5234.156738
	Iteration 94Q: 3 clusters Score -3905872 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
Score: -3905879.250000 Penalty: 5234.156738
	Iteration 95Q: 3 clusters Score -3905879 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 32408 members 
Entering Unmasked Estep 
Score: -3905881.000000 Penalty: 5234.156738
	Iteration 96Q: 3 clusters Score -3905881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 32424 members 
Entering Unmasked Estep 
Score: -3905879.000000 Penalty: 5234.156738
	Iteration 97Q: 3 clusters Score -3905879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 32435 members 
Entering Unmasked Estep 
Score: -3905880.500000 Penalty: 5234.156738
	Iteration 98Q: 3 clusters Score -3905880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 32448 members 
Entering Unmasked Estep 
Score: -3905882.250000 Penalty: 5234.156738
	Iteration 99Q: 3 clusters Score -3905882 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -3905887.250000 Penalty: 5234.156738
	Iteration 100F: 3 clusters Score -3905887 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -3905886.000000 Penalty: 5234.156738
	Iteration 101Q: 3 clusters Score -3905886 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -3905892.250000 Penalty: 5234.156738
	Iteration 102Q: 3 clusters Score -3905892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -3905898.500000 Penalty: 5234.156738
	Iteration 103Q: 3 clusters Score -3905898 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -3905892.250000 Penalty: 5234.156738
	Iteration 104Q: 3 clusters Score -3905892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -3905894.750000 Penalty: 5234.156738
	Iteration 105Q: 3 clusters Score -3905895 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -3905901.000000 Penalty: 5234.156738
	Iteration 106Q: 3 clusters Score -3905901 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -3905902.250000 Penalty: 5234.156738
	Iteration 107Q: 3 clusters Score -3905902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -3905900.500000 Penalty: 5234.156738
	Iteration 108Q: 3 clusters Score -3905900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -3905905.000000 Penalty: 5234.156738
	Iteration 109Q: 3 clusters Score -3905905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 32660 members 
Entering Unmasked Estep 
Score: -3905911.000000 Penalty: 5234.156738
	Iteration 110Q: 3 clusters Score -3905911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -3905914.500000 Penalty: 5234.156738
	Iteration 111Q: 3 clusters Score -3905914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -3905920.000000 Penalty: 5234.156738
	Iteration 112Q: 3 clusters Score -3905920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 32692 members 
Entering Unmasked Estep 
Score: -3905917.250000 Penalty: 5234.156738
	Iteration 113Q: 3 clusters Score -3905917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 32701 members 
Entering Unmasked Estep 
Score: -3905918.250000 Penalty: 5234.156738
	Iteration 114Q: 3 clusters Score -3905918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -3905922.750000 Penalty: 5234.156738
	Iteration 115Q: 3 clusters Score -3905923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 32712 members 
Entering Unmasked Estep 
Score: -3905924.000000 Penalty: 5234.156738
	Iteration 116Q: 3 clusters Score -3905924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -3905920.750000 Penalty: 5234.156738
	Iteration 117Q: 3 clusters Score -3905921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 32719 members 
Entering Unmasked Estep 
Score: -3905920.500000 Penalty: 5234.156738
	Iteration 118Q: 3 clusters Score -3905920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 32721 members 
Entering Unmasked Estep 
Score: -3905920.750000 Penalty: 5234.156738
	Iteration 119Q: 3 clusters Score -3905921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 32726 members 
Entering Unmasked Estep 
Score: -3905924.500000 Penalty: 5234.156738
	Iteration 120F: 3 clusters Score -3905924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -3905927.500000 Penalty: 5234.156738
	Iteration 121Q: 3 clusters Score -3905928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -3905928.500000 Penalty: 5234.156738
	Iteration 122Q: 3 clusters Score -3905928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -3905925.250000 Penalty: 5234.156738
	Iteration 123Q: 3 clusters Score -3905925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -3905925.250000 Penalty: 5234.156738
	Iteration 124F: 3 clusters Score -3905925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Entering Unmasked Estep 
Score: -133082.812500 Penalty: 1792.280151
	Iteration 0F: 2 clusters Score -133082.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -130880.843750 Penalty: 3584.560303
	Iteration 0F: 3 clusters Score -130880.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -131255.921875 Penalty: 3584.560303
	Iteration 1F: 3 clusters Score -131255.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -131345.500000 Penalty: 3584.560303
	Iteration 2F: 3 clusters Score -131345.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -131396.484375 Penalty: 3584.560303
	Iteration 3Q: 3 clusters Score -131396.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -131443.953125 Penalty: 3584.560303
	Iteration 4Q: 3 clusters Score -131444 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -131491.015625 Penalty: 3584.560303
	Iteration 5Q: 3 clusters Score -131491 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -131536.890625 Penalty: 3584.560303
	Iteration 6Q: 3 clusters Score -131536.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -131587.046875 Penalty: 3584.560303
	Iteration 7Q: 3 clusters Score -131587 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -131655.203125 Penalty: 3584.560303
	Iteration 8Q: 3 clusters Score -131655.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -131740.078125 Penalty: 3584.560303
	Iteration 9Q: 3 clusters Score -131740.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -131825.281250 Penalty: 3584.560303
	Iteration 10Q: 3 clusters Score -131825.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -131915.781250 Penalty: 3584.560303
	Iteration 11Q: 3 clusters Score -131915.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -132009.515625 Penalty: 3584.560303
	Iteration 12Q: 3 clusters Score -132009.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -132075.765625 Penalty: 3584.560303
	Iteration 13Q: 3 clusters Score -132075.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -132133.765625 Penalty: 3584.560303
	Iteration 14Q: 3 clusters Score -132133.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -132215.046875 Penalty: 3584.560303
	Iteration 15Q: 3 clusters Score -132215 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -132285.375000 Penalty: 3584.560303
	Iteration 16Q: 3 clusters Score -132285.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -132371.750000 Penalty: 3584.560303
	Iteration 17Q: 3 clusters Score -132371.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -132468.312500 Penalty: 3584.560303
	Iteration 18Q: 3 clusters Score -132468.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -132549.343750 Penalty: 3584.560303
	Iteration 19Q: 3 clusters Score -132549.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -132640.328125 Penalty: 3584.560303
	Iteration 20F: 3 clusters Score -132640.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -132683.000000 Penalty: 3584.560303
	Iteration 21Q: 3 clusters Score -132683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -132714.968750 Penalty: 3584.560303
	Iteration 22Q: 3 clusters Score -132715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -132734.140625 Penalty: 3584.560303
	Iteration 23Q: 3 clusters Score -132734.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -132751.296875 Penalty: 3584.560303
	Iteration 24Q: 3 clusters Score -132751.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -132769.812500 Penalty: 3584.560303
	Iteration 25Q: 3 clusters Score -132769.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -132777.906250 Penalty: 3584.560303
	Iteration 26Q: 3 clusters Score -132777.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -132787.562500 Penalty: 3584.560303
	Iteration 27Q: 3 clusters Score -132787.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -132793.250000 Penalty: 3584.560303
	Iteration 28Q: 3 clusters Score -132793.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -132798.421875 Penalty: 3584.560303
	Iteration 29Q: 3 clusters Score -132798.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -132802.859375 Penalty: 3584.560303
	Iteration 30Q: 3 clusters Score -132802.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -132804.000000 Penalty: 3584.560303
	Iteration 31Q: 3 clusters Score -132804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -132804.000000 Penalty: 3584.560303
	Iteration 32F: 3 clusters Score -132804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Entering Unmasked Estep 
Score: -338049.281250 Penalty: 1997.285034
	Iteration 0F: 2 clusters Score -338049.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -334754.375000 Penalty: 3994.570068
	Iteration 0F: 3 clusters Score -334754.4 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -335420.093750 Penalty: 3994.570068
	Iteration 1F: 3 clusters Score -335420.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -335619.281250 Penalty: 3994.570068
	Iteration 2F: 3 clusters Score -335619.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -335837.062500 Penalty: 3994.570068
	Iteration 3F: 3 clusters Score -335837.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -336076.625000 Penalty: 3994.570068
	Iteration 4F: 3 clusters Score -336076.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -336319.000000 Penalty: 3994.570068
	Iteration 5F: 3 clusters Score -336319 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -336477.781250 Penalty: 3994.570068
	Iteration 6F: 3 clusters Score -336477.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -336598.343750 Penalty: 3994.570068
	Iteration 7Q: 3 clusters Score -336598.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -336699.406250 Penalty: 3994.570068
	Iteration 8Q: 3 clusters Score -336699.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -336769.625000 Penalty: 3994.570068
	Iteration 9Q: 3 clusters Score -336769.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -336817.125000 Penalty: 3994.570068
	Iteration 10Q: 3 clusters Score -336817.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -336845.437500 Penalty: 3994.570068
	Iteration 11Q: 3 clusters Score -336845.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -336867.468750 Penalty: 3994.570068
	Iteration 12Q: 3 clusters Score -336867.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -336886.843750 Penalty: 3994.570068
	Iteration 13Q: 3 clusters Score -336886.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -336897.125000 Penalty: 3994.570068
	Iteration 14Q: 3 clusters Score -336897.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -336907.250000 Penalty: 3994.570068
	Iteration 15Q: 3 clusters Score -336907.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -336911.968750 Penalty: 3994.570068
	Iteration 16Q: 3 clusters Score -336912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -336915.250000 Penalty: 3994.570068
	Iteration 17Q: 3 clusters Score -336915.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -336917.437500 Penalty: 3994.570068
	Iteration 18Q: 3 clusters Score -336917.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -336917.156250 Penalty: 3994.570068
	Iteration 19Q: 3 clusters Score -336917.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -336918.312500 Penalty: 3994.570068
	Iteration 20F: 3 clusters Score -336918.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Entering Unmasked Estep 
Score: -969126.312500 Penalty: 2258.667969
	Iteration 0F: 2 clusters Score -969126.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -962016.062500 Penalty: 4517.335938
	Iteration 0F: 3 clusters Score -962016.1 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -963947.500000 Penalty: 4517.335938
	Iteration 1F: 3 clusters Score -963947.5 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -964232.562500 Penalty: 4517.335938
	Iteration 2F: 3 clusters Score -964232.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -964436.687500 Penalty: 4517.335938
	Iteration 3F: 3 clusters Score -964436.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -964569.687500 Penalty: 4517.335938
	Iteration 4Q: 3 clusters Score -964569.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -964695.562500 Penalty: 4517.335938
	Iteration 5Q: 3 clusters Score -964695.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -964794.250000 Penalty: 4517.335938
	Iteration 6Q: 3 clusters Score -964794.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -964884.187500 Penalty: 4517.335938
	Iteration 7Q: 3 clusters Score -964884.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -964977.687500 Penalty: 4517.335938
	Iteration 8Q: 3 clusters Score -964977.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -965061.625000 Penalty: 4517.335938
	Iteration 9Q: 3 clusters Score -965061.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -965145.437500 Penalty: 4517.335938
	Iteration 10Q: 3 clusters Score -965145.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -965232.687500 Penalty: 4517.335938
	Iteration 11Q: 3 clusters Score -965232.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -965321.187500 Penalty: 4517.335938
	Iteration 12Q: 3 clusters Score -965321.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -965397.750000 Penalty: 4517.335938
	Iteration 13Q: 3 clusters Score -965397.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -965468.312500 Penalty: 4517.335938
	Iteration 14Q: 3 clusters Score -965468.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -965531.687500 Penalty: 4517.335938
	Iteration 15Q: 3 clusters Score -965531.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -965597.062500 Penalty: 4517.335938
	Iteration 16Q: 3 clusters Score -965597.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -965651.937500 Penalty: 4517.335938
	Iteration 17Q: 3 clusters Score -965651.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -965699.812500 Penalty: 4517.335938
	Iteration 18Q: 3 clusters Score -965699.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -965741.062500 Penalty: 4517.335938
	Iteration 19Q: 3 clusters Score -965741.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -965774.937500 Penalty: 4517.335938
	Iteration 20F: 3 clusters Score -965774.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -965803.375000 Penalty: 4517.335938
	Iteration 21Q: 3 clusters Score -965803.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -965828.062500 Penalty: 4517.335938
	Iteration 22Q: 3 clusters Score -965828.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -965851.000000 Penalty: 4517.335938
	Iteration 23Q: 3 clusters Score -965851 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -965873.437500 Penalty: 4517.335938
	Iteration 24Q: 3 clusters Score -965873.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -965899.000000 Penalty: 4517.335938
	Iteration 25Q: 3 clusters Score -965899 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -965931.250000 Penalty: 4517.335938
	Iteration 26Q: 3 clusters Score -965931.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -965968.375000 Penalty: 4517.335938
	Iteration 27Q: 3 clusters Score -965968.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -966005.562500 Penalty: 4517.335938
	Iteration 28Q: 3 clusters Score -966005.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -966050.437500 Penalty: 4517.335938
	Iteration 29Q: 3 clusters Score -966050.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -966090.250000 Penalty: 4517.335938
	Iteration 30Q: 3 clusters Score -966090.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -966116.312500 Penalty: 4517.335938
	Iteration 31Q: 3 clusters Score -966116.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -966141.312500 Penalty: 4517.335938
	Iteration 32Q: 3 clusters Score -966141.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -966166.125000 Penalty: 4517.335938
	Iteration 33Q: 3 clusters Score -966166.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -966180.750000 Penalty: 4517.335938
	Iteration 34Q: 3 clusters Score -966180.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -966202.687500 Penalty: 4517.335938
	Iteration 35Q: 3 clusters Score -966202.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -966213.437500 Penalty: 4517.335938
	Iteration 36Q: 3 clusters Score -966213.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -966224.687500 Penalty: 4517.335938
	Iteration 37Q: 3 clusters Score -966224.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -966229.687500 Penalty: 4517.335938
	Iteration 38Q: 3 clusters Score -966229.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -966233.375000 Penalty: 4517.335938
	Iteration 39Q: 3 clusters Score -966233.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -966240.562500 Penalty: 4517.335938
	Iteration 40F: 3 clusters Score -966240.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -966243.312500 Penalty: 4517.335938
	Iteration 41Q: 3 clusters Score -966243.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -966247.375000 Penalty: 4517.335938
	Iteration 42Q: 3 clusters Score -966247.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -966249.000000 Penalty: 4517.335938
	Iteration 43Q: 3 clusters Score -966249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -966253.875000 Penalty: 4517.335938
	Iteration 44Q: 3 clusters Score -966253.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -966257.812500 Penalty: 4517.335938
	Iteration 45Q: 3 clusters Score -966257.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -966264.875000 Penalty: 4517.335938
	Iteration 46Q: 3 clusters Score -966264.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -966270.687500 Penalty: 4517.335938
	Iteration 47Q: 3 clusters Score -966270.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -966272.812500 Penalty: 4517.335938
	Iteration 48Q: 3 clusters Score -966272.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -966278.375000 Penalty: 4517.335938
	Iteration 49Q: 3 clusters Score -966278.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -966282.312500 Penalty: 4517.335938
	Iteration 50Q: 3 clusters Score -966282.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -966285.812500 Penalty: 4517.335938
	Iteration 51Q: 3 clusters Score -966285.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -966285.312500 Penalty: 4517.335938
	Iteration 52Q: 3 clusters Score -966285.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -966292.625000 Penalty: 4517.335938
	Iteration 53Q: 3 clusters Score -966292.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -966301.000000 Penalty: 4517.335938
	Iteration 54Q: 3 clusters Score -966301 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -966314.000000 Penalty: 4517.335938
	Iteration 55Q: 3 clusters Score -966314 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -966325.000000 Penalty: 4517.335938
	Iteration 56Q: 3 clusters Score -966325 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -966340.125000 Penalty: 4517.335938
	Iteration 57Q: 3 clusters Score -966340.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -966350.625000 Penalty: 4517.335938
	Iteration 58Q: 3 clusters Score -966350.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -966363.937500 Penalty: 4517.335938
	Iteration 59Q: 3 clusters Score -966363.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -966377.625000 Penalty: 4517.335938
	Iteration 60F: 3 clusters Score -966377.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -966390.187500 Penalty: 4517.335938
	Iteration 61Q: 3 clusters Score -966390.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -966402.062500 Penalty: 4517.335938
	Iteration 62Q: 3 clusters Score -966402.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -966416.437500 Penalty: 4517.335938
	Iteration 63Q: 3 clusters Score -966416.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -966429.312500 Penalty: 4517.335938
	Iteration 64Q: 3 clusters Score -966429.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -966443.812500 Penalty: 4517.335938
	Iteration 65Q: 3 clusters Score -966443.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -966455.250000 Penalty: 4517.335938
	Iteration 66Q: 3 clusters Score -966455.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -966473.187500 Penalty: 4517.335938
	Iteration 67Q: 3 clusters Score -966473.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -966492.937500 Penalty: 4517.335938
	Iteration 68Q: 3 clusters Score -966492.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -966504.937500 Penalty: 4517.335938
	Iteration 69Q: 3 clusters Score -966504.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -966518.375000 Penalty: 4517.335938
	Iteration 70Q: 3 clusters Score -966518.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -966523.687500 Penalty: 4517.335938
	Iteration 71Q: 3 clusters Score -966523.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -966528.312500 Penalty: 4517.335938
	Iteration 72Q: 3 clusters Score -966528.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -966533.625000 Penalty: 4517.335938
	Iteration 73Q: 3 clusters Score -966533.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -966541.687500 Penalty: 4517.335938
	Iteration 74Q: 3 clusters Score -966541.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -966548.437500 Penalty: 4517.335938
	Iteration 75Q: 3 clusters Score -966548.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -966553.750000 Penalty: 4517.335938
	Iteration 76Q: 3 clusters Score -966553.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -966558.750000 Penalty: 4517.335938
	Iteration 77Q: 3 clusters Score -966558.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -966561.937500 Penalty: 4517.335938
	Iteration 78Q: 3 clusters Score -966561.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -966562.625000 Penalty: 4517.335938
	Iteration 79Q: 3 clusters Score -966562.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -966564.125000 Penalty: 4517.335938
	Iteration 80F: 3 clusters Score -966564.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -966565.625000 Penalty: 4517.335938
	Iteration 81Q: 3 clusters Score -966565.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -966567.062500 Penalty: 4517.335938
	Iteration 82Q: 3 clusters Score -966567.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -966566.437500 Penalty: 4517.335938
	Iteration 83Q: 3 clusters Score -966566.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -966567.875000 Penalty: 4517.335938
	Iteration 84Q: 3 clusters Score -966567.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -966568.687500 Penalty: 4517.335938
	Iteration 85Q: 3 clusters Score -966568.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -966567.062500 Penalty: 4517.335938
	Iteration 86Q: 3 clusters Score -966567.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -966569.437500 Penalty: 4517.335938
	Iteration 87Q: 3 clusters Score -966569.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -966569.875000 Penalty: 4517.335938
	Iteration 88Q: 3 clusters Score -966569.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -966569.750000 Penalty: 4517.335938
	Iteration 89Q: 3 clusters Score -966569.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -966572.625000 Penalty: 4517.335938
	Iteration 90Q: 3 clusters Score -966572.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -966574.062500 Penalty: 4517.335938
	Iteration 91Q: 3 clusters Score -966574.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -966573.875000 Penalty: 4517.335938
	Iteration 92Q: 3 clusters Score -966573.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -966573.875000 Penalty: 4517.335938
	Iteration 93Q: 3 clusters Score -966573.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -966575.437500 Penalty: 4517.335938
	Iteration 94Q: 3 clusters Score -966575.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -966575.312500 Penalty: 4517.335938
	Iteration 95Q: 3 clusters Score -966575.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -966575.250000 Penalty: 4517.335938
	Iteration 96Q: 3 clusters Score -966575.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -966576.500000 Penalty: 4517.335938
	Iteration 97Q: 3 clusters Score -966576.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -966576.750000 Penalty: 4517.335938
	Iteration 98Q: 3 clusters Score -966576.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -966578.625000 Penalty: 4517.335938
	Iteration 99Q: 3 clusters Score -966578.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -966580.875000 Penalty: 4517.335938
	Iteration 100F: 3 clusters Score -966580.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -966581.750000 Penalty: 4517.335938
	Iteration 101Q: 3 clusters Score -966581.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -966582.625000 Penalty: 4517.335938
	Iteration 102Q: 3 clusters Score -966582.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -966583.187500 Penalty: 4517.335938
	Iteration 103Q: 3 clusters Score -966583.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -966583.312500 Penalty: 4517.335938
	Iteration 104Q: 3 clusters Score -966583.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -966581.937500 Penalty: 4517.335938
	Iteration 105Q: 3 clusters Score -966581.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -966583.937500 Penalty: 4517.335938
	Iteration 106Q: 3 clusters Score -966583.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -966583.625000 Penalty: 4517.335938
	Iteration 107Q: 3 clusters Score -966583.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -966583.812500 Penalty: 4517.335938
	Iteration 108Q: 3 clusters Score -966583.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -966585.125000 Penalty: 4517.335938
	Iteration 109Q: 3 clusters Score -966585.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -966584.000000 Penalty: 4517.335938
	Iteration 110Q: 3 clusters Score -966584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -966584.000000 Penalty: 4517.335938
	Iteration 111F: 3 clusters Score -966584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Entering Unmasked Estep 
Score: -447935.718750 Penalty: 2074.744385
	Iteration 0F: 2 clusters Score -447935.7 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 2142 members 
Entering Unmasked Estep 
Score: -443823.937500 Penalty: 4149.488770
	Iteration 0F: 3 clusters Score -443823.9 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -444790.718750 Penalty: 4149.488770
	Iteration 1F: 3 clusters Score -444790.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -445036.281250 Penalty: 4149.488770
	Iteration 2F: 3 clusters Score -445036.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -445245.218750 Penalty: 4149.488770
	Iteration 3F: 3 clusters Score -445245.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -445432.406250 Penalty: 4149.488770
	Iteration 4Q: 3 clusters Score -445432.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -445601.875000 Penalty: 4149.488770
	Iteration 5Q: 3 clusters Score -445601.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -445733.343750 Penalty: 4149.488770
	Iteration 6Q: 3 clusters Score -445733.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -445832.968750 Penalty: 4149.488770
	Iteration 7Q: 3 clusters Score -445833 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -445928.406250 Penalty: 4149.488770
	Iteration 8Q: 3 clusters Score -445928.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -446046.593750 Penalty: 4149.488770
	Iteration 9Q: 3 clusters Score -446046.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -446159.531250 Penalty: 4149.488770
	Iteration 10Q: 3 clusters Score -446159.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -446266.281250 Penalty: 4149.488770
	Iteration 11Q: 3 clusters Score -446266.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -446351.968750 Penalty: 4149.488770
	Iteration 12Q: 3 clusters Score -446352 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -446430.031250 Penalty: 4149.488770
	Iteration 13Q: 3 clusters Score -446430 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -446486.031250 Penalty: 4149.488770
	Iteration 14Q: 3 clusters Score -446486 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -446535.875000 Penalty: 4149.488770
	Iteration 15Q: 3 clusters Score -446535.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -446587.156250 Penalty: 4149.488770
	Iteration 16Q: 3 clusters Score -446587.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -446632.968750 Penalty: 4149.488770
	Iteration 17Q: 3 clusters Score -446633 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -446687.875000 Penalty: 4149.488770
	Iteration 18Q: 3 clusters Score -446687.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -446735.750000 Penalty: 4149.488770
	Iteration 19Q: 3 clusters Score -446735.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -446783.218750 Penalty: 4149.488770
	Iteration 20F: 3 clusters Score -446783.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -446841.218750 Penalty: 4149.488770
	Iteration 21Q: 3 clusters Score -446841.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -446925.531250 Penalty: 4149.488770
	Iteration 22Q: 3 clusters Score -446925.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -447019.218750 Penalty: 4149.488770
	Iteration 23Q: 3 clusters Score -447019.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -447124.812500 Penalty: 4149.488770
	Iteration 24Q: 3 clusters Score -447124.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -447225.437500 Penalty: 4149.488770
	Iteration 25Q: 3 clusters Score -447225.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -447284.687500 Penalty: 4149.488770
	Iteration 26Q: 3 clusters Score -447284.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -447319.656250 Penalty: 4149.488770
	Iteration 27Q: 3 clusters Score -447319.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -447344.187500 Penalty: 4149.488770
	Iteration 28Q: 3 clusters Score -447344.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -447362.468750 Penalty: 4149.488770
	Iteration 29Q: 3 clusters Score -447362.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -447374.531250 Penalty: 4149.488770
	Iteration 30Q: 3 clusters Score -447374.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -447380.031250 Penalty: 4149.488770
	Iteration 31Q: 3 clusters Score -447380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -447382.843750 Penalty: 4149.488770
	Iteration 32Q: 3 clusters Score -447382.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -447387.687500 Penalty: 4149.488770
	Iteration 33Q: 3 clusters Score -447387.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -447390.437500 Penalty: 4149.488770
	Iteration 34Q: 3 clusters Score -447390.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -447393.187500 Penalty: 4149.488770
	Iteration 35Q: 3 clusters Score -447393.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -447394.375000 Penalty: 4149.488770
	Iteration 36Q: 3 clusters Score -447394.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -447395.156250 Penalty: 4149.488770
	Iteration 37Q: 3 clusters Score -447395.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -447395.687500 Penalty: 4149.488770
	Iteration 38Q: 3 clusters Score -447395.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -447395.687500 Penalty: 4149.488770
	Iteration 39F: 3 clusters Score -447395.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Entering Unmasked Estep 
Score: -390811.906250 Penalty: 2041.051025
	Iteration 0F: 2 clusters Score -390811.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -387093.250000 Penalty: 4082.102051
	Iteration 0F: 3 clusters Score -387093.2 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -387906.187500 Penalty: 4082.102051
	Iteration 1F: 3 clusters Score -387906.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -388194.218750 Penalty: 4082.102051
	Iteration 2F: 3 clusters Score -388194.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -388421.718750 Penalty: 4082.102051
	Iteration 3F: 3 clusters Score -388421.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -388633.468750 Penalty: 4082.102051
	Iteration 4F: 3 clusters Score -388633.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -388859.312500 Penalty: 4082.102051
	Iteration 5F: 3 clusters Score -388859.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -389073.812500 Penalty: 4082.102051
	Iteration 6F: 3 clusters Score -389073.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -389300.437500 Penalty: 4082.102051
	Iteration 7F: 3 clusters Score -389300.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -389485.843750 Penalty: 4082.102051
	Iteration 8Q: 3 clusters Score -389485.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -389606.875000 Penalty: 4082.102051
	Iteration 9Q: 3 clusters Score -389606.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -389691.593750 Penalty: 4082.102051
	Iteration 10Q: 3 clusters Score -389691.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -389733.406250 Penalty: 4082.102051
	Iteration 11Q: 3 clusters Score -389733.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -389750.937500 Penalty: 4082.102051
	Iteration 12Q: 3 clusters Score -389750.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -389762.125000 Penalty: 4082.102051
	Iteration 13Q: 3 clusters Score -389762.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -389770.718750 Penalty: 4082.102051
	Iteration 14Q: 3 clusters Score -389770.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -389774.000000 Penalty: 4082.102051
	Iteration 15Q: 3 clusters Score -389774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -389776.843750 Penalty: 4082.102051
	Iteration 16Q: 3 clusters Score -389776.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -389778.562500 Penalty: 4082.102051
	Iteration 17Q: 3 clusters Score -389778.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -389780.781250 Penalty: 4082.102051
	Iteration 18Q: 3 clusters Score -389780.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -389781.937500 Penalty: 4082.102051
	Iteration 19Q: 3 clusters Score -389781.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -389782.937500 Penalty: 4082.102051
	Iteration 20F: 3 clusters Score -389782.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -389783.875000 Penalty: 4082.102051
	Iteration 21Q: 3 clusters Score -389783.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -389784.406250 Penalty: 4082.102051
	Iteration 22Q: 3 clusters Score -389784.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -389784.406250 Penalty: 4082.102051
	Iteration 23F: 3 clusters Score -389784.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Entering Unmasked Estep 
Score: -244878.640625 Penalty: 1910.233887
	Iteration 0F: 2 clusters Score -244878.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -242098.265625 Penalty: 3820.467773
	Iteration 0F: 3 clusters Score -242098.3 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -242619.281250 Penalty: 3820.467773
	Iteration 1F: 3 clusters Score -242619.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -242762.156250 Penalty: 3820.467773
	Iteration 2F: 3 clusters Score -242762.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -242827.562500 Penalty: 3820.467773
	Iteration 3Q: 3 clusters Score -242827.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -242866.796875 Penalty: 3820.467773
	Iteration 4Q: 3 clusters Score -242866.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -242894.953125 Penalty: 3820.467773
	Iteration 5Q: 3 clusters Score -242895 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -242920.984375 Penalty: 3820.467773
	Iteration 6Q: 3 clusters Score -242921 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -242935.437500 Penalty: 3820.467773
	Iteration 7Q: 3 clusters Score -242935.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -242945.718750 Penalty: 3820.467773
	Iteration 8Q: 3 clusters Score -242945.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -242961.765625 Penalty: 3820.467773
	Iteration 9Q: 3 clusters Score -242961.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -242968.921875 Penalty: 3820.467773
	Iteration 10Q: 3 clusters Score -242968.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -242977.109375 Penalty: 3820.467773
	Iteration 11Q: 3 clusters Score -242977.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -242985.828125 Penalty: 3820.467773
	Iteration 12Q: 3 clusters Score -242985.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -242989.062500 Penalty: 3820.467773
	Iteration 13Q: 3 clusters Score -242989.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -242993.468750 Penalty: 3820.467773
	Iteration 14Q: 3 clusters Score -242993.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -242996.953125 Penalty: 3820.467773
	Iteration 15Q: 3 clusters Score -242997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -243002.656250 Penalty: 3820.467773
	Iteration 16Q: 3 clusters Score -243002.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -243005.875000 Penalty: 3820.467773
	Iteration 17Q: 3 clusters Score -243005.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -243006.359375 Penalty: 3820.467773
	Iteration 18Q: 3 clusters Score -243006.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -243006.796875 Penalty: 3820.467773
	Iteration 19Q: 3 clusters Score -243006.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -243007.515625 Penalty: 3820.467773
	Iteration 20F: 3 clusters Score -243007.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -243009.031250 Penalty: 3820.467773
	Iteration 21Q: 3 clusters Score -243009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -243010.671875 Penalty: 3820.467773
	Iteration 22Q: 3 clusters Score -243010.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -243011.609375 Penalty: 3820.467773
	Iteration 23Q: 3 clusters Score -243011.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -243011.609375 Penalty: 3820.467773
	Iteration 24F: 3 clusters Score -243011.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (14283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Entering Unmasked Estep 
Score: -1536116.375000 Penalty: 2372.572510
	Iteration 0F: 2 clusters Score -1536116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1525752.875000 Penalty: 4745.145020
	Iteration 0F: 3 clusters Score -1525753 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1529141.875000 Penalty: 4745.145020
	Iteration 1F: 3 clusters Score -1529142 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1529727.250000 Penalty: 4745.145020
	Iteration 2F: 3 clusters Score -1529727 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1530348.500000 Penalty: 4745.145020
	Iteration 3F: 3 clusters Score -1530348 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1531061.125000 Penalty: 4745.145020
	Iteration 4F: 3 clusters Score -1531061 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1532031.750000 Penalty: 4745.145020
	Iteration 5F: 3 clusters Score -1532032 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1532903.000000 Penalty: 4745.145020
	Iteration 6F: 3 clusters Score -1532903 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1533596.250000 Penalty: 4745.145020
	Iteration 7F: 3 clusters Score -1533596 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1534134.750000 Penalty: 4745.145020
	Iteration 8Q: 3 clusters Score -1534135 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1534455.625000 Penalty: 4745.145020
	Iteration 9Q: 3 clusters Score -1534456 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1534637.125000 Penalty: 4745.145020
	Iteration 10Q: 3 clusters Score -1534637 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1534766.250000 Penalty: 4745.145020
	Iteration 11Q: 3 clusters Score -1534766 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1534879.500000 Penalty: 4745.145020
	Iteration 12Q: 3 clusters Score -1534880 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1534969.250000 Penalty: 4745.145020
	Iteration 13Q: 3 clusters Score -1534969 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1535035.250000 Penalty: 4745.145020
	Iteration 14Q: 3 clusters Score -1535035 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1535095.375000 Penalty: 4745.145020
	Iteration 15Q: 3 clusters Score -1535095 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1535128.750000 Penalty: 4745.145020
	Iteration 16Q: 3 clusters Score -1535129 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1535158.750000 Penalty: 4745.145020
	Iteration 17Q: 3 clusters Score -1535159 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1535188.750000 Penalty: 4745.145020
	Iteration 18Q: 3 clusters Score -1535189 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1535208.500000 Penalty: 4745.145020
	Iteration 19Q: 3 clusters Score -1535208 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1535224.750000 Penalty: 4745.145020
	Iteration 20F: 3 clusters Score -1535225 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1535230.125000 Penalty: 4745.145020
	Iteration 21Q: 3 clusters Score -1535230 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1535239.250000 Penalty: 4745.145020
	Iteration 22Q: 3 clusters Score -1535239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1535241.000000 Penalty: 4745.145020
	Iteration 23Q: 3 clusters Score -1535241 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1535245.875000 Penalty: 4745.145020
	Iteration 24Q: 3 clusters Score -1535246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1535253.375000 Penalty: 4745.145020
	Iteration 25Q: 3 clusters Score -1535253 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1535256.500000 Penalty: 4745.145020
	Iteration 26Q: 3 clusters Score -1535256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1535257.875000 Penalty: 4745.145020
	Iteration 27Q: 3 clusters Score -1535258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1535264.125000 Penalty: 4745.145020
	Iteration 28Q: 3 clusters Score -1535264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1535265.000000 Penalty: 4745.145020
	Iteration 29Q: 3 clusters Score -1535265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1535264.875000 Penalty: 4745.145020
	Iteration 30Q: 3 clusters Score -1535265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1535265.250000 Penalty: 4745.145020
	Iteration 31Q: 3 clusters Score -1535265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1535271.875000 Penalty: 4745.145020
	Iteration 32Q: 3 clusters Score -1535272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1535275.500000 Penalty: 4745.145020
	Iteration 33Q: 3 clusters Score -1535276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1535279.625000 Penalty: 4745.145020
	Iteration 34Q: 3 clusters Score -1535280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1535282.250000 Penalty: 4745.145020
	Iteration 35Q: 3 clusters Score -1535282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1535284.750000 Penalty: 4745.145020
	Iteration 36Q: 3 clusters Score -1535285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1535285.750000 Penalty: 4745.145020
	Iteration 37Q: 3 clusters Score -1535286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1535288.625000 Penalty: 4745.145020
	Iteration 38Q: 3 clusters Score -1535289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1535290.875000 Penalty: 4745.145020
	Iteration 39Q: 3 clusters Score -1535291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1535294.250000 Penalty: 4745.145020
	Iteration 40F: 3 clusters Score -1535294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1535294.625000 Penalty: 4745.145020
	Iteration 41Q: 3 clusters Score -1535295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1535290.875000 Penalty: 4745.145020
	Iteration 42Q: 3 clusters Score -1535291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1535290.875000 Penalty: 4745.145020
	Iteration 43F: 3 clusters Score -1535291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (22762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Entering Unmasked Estep 
Score: -2384938.250000 Penalty: 2488.146240
	Iteration 0F: 2 clusters Score -2384938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -2369132.250000 Penalty: 4976.292480
	Iteration 0F: 3 clusters Score -2369132 nChanged 10035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2374520.000000 Penalty: 4976.292480
	Iteration 1F: 3 clusters Score -2374520 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -2374961.500000 Penalty: 4976.292480
	Iteration 2F: 3 clusters Score -2374962 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -2375378.500000 Penalty: 4976.292480
	Iteration 3Q: 3 clusters Score -2375378 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -2375856.250000 Penalty: 4976.292480
	Iteration 4Q: 3 clusters Score -2375856 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -2376408.750000 Penalty: 4976.292480
	Iteration 5Q: 3 clusters Score -2376409 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -2377093.500000 Penalty: 4976.292480
	Iteration 6Q: 3 clusters Score -2377094 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -2377882.250000 Penalty: 4976.292480
	Iteration 7F: 3 clusters Score -2377882 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -2378738.000000 Penalty: 4976.292480
	Iteration 8F: 3 clusters Score -2378738 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -2379516.750000 Penalty: 4976.292480
	Iteration 9F: 3 clusters Score -2379517 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -2380120.500000 Penalty: 4976.292480
	Iteration 10Q: 3 clusters Score -2380120 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -2380526.500000 Penalty: 4976.292480
	Iteration 11Q: 3 clusters Score -2380526 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -2380794.250000 Penalty: 4976.292480
	Iteration 12Q: 3 clusters Score -2380794 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -2380985.000000 Penalty: 4976.292480
	Iteration 13Q: 3 clusters Score -2380985 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -2381127.000000 Penalty: 4976.292480
	Iteration 14Q: 3 clusters Score -2381127 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -2381235.250000 Penalty: 4976.292480
	Iteration 15Q: 3 clusters Score -2381235 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -2381364.750000 Penalty: 4976.292480
	Iteration 16Q: 3 clusters Score -2381365 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -2381468.750000 Penalty: 4976.292480
	Iteration 17Q: 3 clusters Score -2381469 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -2381560.750000 Penalty: 4976.292480
	Iteration 18Q: 3 clusters Score -2381561 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -2381675.000000 Penalty: 4976.292480
	Iteration 19Q: 3 clusters Score -2381675 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -2381761.750000 Penalty: 4976.292480
	Iteration 20F: 3 clusters Score -2381762 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -2381839.750000 Penalty: 4976.292480
	Iteration 21Q: 3 clusters Score -2381840 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -2381910.000000 Penalty: 4976.292480
	Iteration 22Q: 3 clusters Score -2381910 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -2381967.500000 Penalty: 4976.292480
	Iteration 23Q: 3 clusters Score -2381968 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -2382020.750000 Penalty: 4976.292480
	Iteration 24Q: 3 clusters Score -2382021 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -2382060.500000 Penalty: 4976.292480
	Iteration 25Q: 3 clusters Score -2382060 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -2382097.500000 Penalty: 4976.292480
	Iteration 26Q: 3 clusters Score -2382098 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -2382105.750000 Penalty: 4976.292480
	Iteration 27Q: 3 clusters Score -2382106 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -2382138.500000 Penalty: 4976.292480
	Iteration 28Q: 3 clusters Score -2382138 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -2382150.000000 Penalty: 4976.292480
	Iteration 29Q: 3 clusters Score -2382150 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2382161.000000 Penalty: 4976.292480
	Iteration 30Q: 3 clusters Score -2382161 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -2382184.750000 Penalty: 4976.292480
	Iteration 31Q: 3 clusters Score -2382185 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -2382203.250000 Penalty: 4976.292480
	Iteration 32Q: 3 clusters Score -2382203 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -2382223.250000 Penalty: 4976.292480
	Iteration 33Q: 3 clusters Score -2382223 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -2382227.500000 Penalty: 4976.292480
	Iteration 34Q: 3 clusters Score -2382228 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -2382235.500000 Penalty: 4976.292480
	Iteration 35Q: 3 clusters Score -2382236 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -2382253.000000 Penalty: 4976.292480
	Iteration 36Q: 3 clusters Score -2382253 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -2382261.250000 Penalty: 4976.292480
	Iteration 37Q: 3 clusters Score -2382261 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -2382280.250000 Penalty: 4976.292480
	Iteration 38Q: 3 clusters Score -2382280 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -2382294.000000 Penalty: 4976.292480
	Iteration 39Q: 3 clusters Score -2382294 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -2382299.750000 Penalty: 4976.292480
	Iteration 40F: 3 clusters Score -2382300 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -2382318.000000 Penalty: 4976.292480
	Iteration 41Q: 3 clusters Score -2382318 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -2382338.750000 Penalty: 4976.292480
	Iteration 42Q: 3 clusters Score -2382339 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -2382354.500000 Penalty: 4976.292480
	Iteration 43Q: 3 clusters Score -2382354 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -2382369.000000 Penalty: 4976.292480
	Iteration 44Q: 3 clusters Score -2382369 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -2382381.000000 Penalty: 4976.292480
	Iteration 45Q: 3 clusters Score -2382381 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -2382388.750000 Penalty: 4976.292480
	Iteration 46Q: 3 clusters Score -2382389 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -2382398.250000 Penalty: 4976.292480
	Iteration 47Q: 3 clusters Score -2382398 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -2382399.250000 Penalty: 4976.292480
	Iteration 48Q: 3 clusters Score -2382399 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -2382411.000000 Penalty: 4976.292480
	Iteration 49Q: 3 clusters Score -2382411 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -2382416.250000 Penalty: 4976.292480
	Iteration 50Q: 3 clusters Score -2382416 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -2382420.500000 Penalty: 4976.292480
	Iteration 51Q: 3 clusters Score -2382420 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -2382430.000000 Penalty: 4976.292480
	Iteration 52Q: 3 clusters Score -2382430 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -2382447.000000 Penalty: 4976.292480
	Iteration 53Q: 3 clusters Score -2382447 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -2382455.250000 Penalty: 4976.292480
	Iteration 54Q: 3 clusters Score -2382455 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -2382464.500000 Penalty: 4976.292480
	Iteration 55Q: 3 clusters Score -2382464 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -2382471.500000 Penalty: 4976.292480
	Iteration 56Q: 3 clusters Score -2382472 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -2382475.250000 Penalty: 4976.292480
	Iteration 57Q: 3 clusters Score -2382475 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -2382485.250000 Penalty: 4976.292480
	Iteration 58Q: 3 clusters Score -2382485 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -2382500.500000 Penalty: 4976.292480
	Iteration 59Q: 3 clusters Score -2382500 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -2382511.500000 Penalty: 4976.292480
	Iteration 60F: 3 clusters Score -2382512 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -2382529.750000 Penalty: 4976.292480
	Iteration 61Q: 3 clusters Score -2382530 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -2382539.250000 Penalty: 4976.292480
	Iteration 62Q: 3 clusters Score -2382539 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2382556 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2382570 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2382590 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -2382603.500000 Penalty: 4976.292480
	Iteration 66Q: 3 clusters Score -2382604 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -2382618.500000 Penalty: 4976.292480
	Iteration 67Q: 3 clusters Score -2382618 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -2382645.000000 Penalty: 4976.292480
	Iteration 68Q: 3 clusters Score -2382645 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2382666 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2382681 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2382699 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2382719 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2382734 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -2382751.250000 Penalty: 4976.292480
	Iteration 74Q: 3 clusters Score -2382751 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2382761 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2382782 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2382805 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -2382813.750000 Penalty: 4976.292480
	Iteration 78Q: 3 clusters Score -2382814 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -2382826.500000 Penalty: 4976.292480
	Iteration 79Q: 3 clusters Score -2382826 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2382852 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2382860 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2382874 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2382898 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -2382915.250000 Penalty: 4976.292480
	Iteration 84Q: 3 clusters Score -2382915 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -2382925.250000 Penalty: 4976.292480
	Iteration 85Q: 3 clusters Score -2382925 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -2382931.500000 Penalty: 4976.292480
	Iteration 86Q: 3 clusters Score -2382932 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2382948 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2382954 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2382966 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2382975 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2382978 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2382986 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2382995 nChanged 38
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2383003 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2383002 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -2383015.750000 Penalty: 4976.292480
	Iteration 96Q: 3 clusters Score -2383016 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -2383029.750000 Penalty: 4976.292480
	Iteration 97Q: 3 clusters Score -2383030 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -2383033.500000 Penalty: 4976.292480
	Iteration 98Q: 3 clusters Score -2383034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2383032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -2383038.750000 Penalty: 4976.292480
	Iteration 100F: 3 clusters Score -2383039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -2383040.000000 Penalty: 4976.292480
	Iteration 101Q: 3 clusters Score -2383040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2383040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -2383043.500000 Penalty: 4976.292480
	Iteration 103Q: 3 clusters Score -2383044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -2383045.750000 Penalty: 4976.292480
	Iteration 104Q: 3 clusters Score -2383046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2383044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -2383042.500000 Penalty: 4976.292480
	Iteration 106Q: 3 clusters Score -2383042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2383044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2383043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -2383050.000000 Penalty: 4976.292480
	Iteration 109Q: 3 clusters Score -2383050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -2383045.750000 Penalty: 4976.292480
	Iteration 110Q: 3 clusters Score -2383046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2383045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -2383052.000000 Penalty: 4976.292480
	Iteration 112Q: 3 clusters Score -2383052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -2383062.250000 Penalty: 4976.292480
	Iteration 113Q: 3 clusters Score -2383062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -2383059.750000 Penalty: 4976.292480
	Iteration 114Q: 3 clusters Score -2383060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -2383064.500000 Penalty: 4976.292480
	Iteration 115Q: 3 clusters Score -2383064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -2383071.000000 Penalty: 4976.292480
	Iteration 116Q: 3 clusters Score -2383071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2383076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -2383079.250000 Penalty: 4976.292480
	Iteration 118Q: 3 clusters Score -2383079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -2383080.250000 Penalty: 4976.292480
	Iteration 119Q: 3 clusters Score -2383080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -2383082.500000 Penalty: 4976.292480
	Iteration 120F: 3 clusters Score -2383082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -2383078.000000 Penalty: 4976.292480
	Iteration 121Q: 3 clusters Score -2383078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -2383082.250000 Penalty: 4976.292480
	Iteration 122Q: 3 clusters Score -2383082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -2383081.000000 Penalty: 4976.292480
	Iteration 123Q: 3 clusters Score -2383081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -2383084.250000 Penalty: 4976.292480
	Iteration 124Q: 3 clusters Score -2383084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -2383087.500000 Penalty: 4976.292480
	Iteration 125Q: 3 clusters Score -2383088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -2383091.000000 Penalty: 4976.292480
	Iteration 126Q: 3 clusters Score -2383091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2383092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -2383098.750000 Penalty: 4976.292480
	Iteration 128Q: 3 clusters Score -2383099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -2383104.500000 Penalty: 4976.292480
	Iteration 129Q: 3 clusters Score -2383104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -2383108.000000 Penalty: 4976.292480
	Iteration 130Q: 3 clusters Score -2383108 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -2383110.000000 Penalty: 4976.292480
	Iteration 131Q: 3 clusters Score -2383110 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -2383118.500000 Penalty: 4976.292480
	Iteration 132Q: 3 clusters Score -2383118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -2383129.500000 Penalty: 4976.292480
	Iteration 133Q: 3 clusters Score -2383130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -2383139.250000 Penalty: 4976.292480
	Iteration 134Q: 3 clusters Score -2383139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -2383137.000000 Penalty: 4976.292480
	Iteration 135Q: 3 clusters Score -2383137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2383138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -2383138.750000 Penalty: 4976.292480
	Iteration 137Q: 3 clusters Score -2383139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -2383141.250000 Penalty: 4976.292480
	Iteration 138Q: 3 clusters Score -2383141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -2383142.500000 Penalty: 4976.292480
	Iteration 139Q: 3 clusters Score -2383142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -2383143.250000 Penalty: 4976.292480
	Iteration 140F: 3 clusters Score -2383143 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -2383146.000000 Penalty: 4976.292480
	Iteration 141Q: 3 clusters Score -2383146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -2383150.750000 Penalty: 4976.292480
	Iteration 142Q: 3 clusters Score -2383151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -2383160.500000 Penalty: 4976.292480
	Iteration 143Q: 3 clusters Score -2383160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -2383160.000000 Penalty: 4976.292480
	Iteration 144Q: 3 clusters Score -2383160 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -2383161.750000 Penalty: 4976.292480
	Iteration 145Q: 3 clusters Score -2383162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -2383166.500000 Penalty: 4976.292480
	Iteration 146Q: 3 clusters Score -2383166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -2383163.250000 Penalty: 4976.292480
	Iteration 147Q: 3 clusters Score -2383163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -2383163.000000 Penalty: 4976.292480
	Iteration 148Q: 3 clusters Score -2383163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -2383164.500000 Penalty: 4976.292480
	Iteration 149Q: 3 clusters Score -2383164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -2383166.500000 Penalty: 4976.292480
	Iteration 150Q: 3 clusters Score -2383166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -2383172.750000 Penalty: 4976.292480
	Iteration 151Q: 3 clusters Score -2383173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -2383174.250000 Penalty: 4976.292480
	Iteration 152Q: 3 clusters Score -2383174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -2383176.750000 Penalty: 4976.292480
	Iteration 153Q: 3 clusters Score -2383177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -2383177.250000 Penalty: 4976.292480
	Iteration 154Q: 3 clusters Score -2383177 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -2383177.000000 Penalty: 4976.292480
	Iteration 155Q: 3 clusters Score -2383177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -2383180.750000 Penalty: 4976.292480
	Iteration 156Q: 3 clusters Score -2383181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -2383179.000000 Penalty: 4976.292480
	Iteration 157Q: 3 clusters Score -2383179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -2383186.500000 Penalty: 4976.292480
	Iteration 158Q: 3 clusters Score -2383186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -2383188.750000 Penalty: 4976.292480
	Iteration 159Q: 3 clusters Score -2383189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -2383191.000000 Penalty: 4976.292480
	Iteration 160F: 3 clusters Score -2383191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -2383190.500000 Penalty: 4976.292480
	Iteration 161Q: 3 clusters Score -2383190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -2383196.750000 Penalty: 4976.292480
	Iteration 162Q: 3 clusters Score -2383197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -2383200.000000 Penalty: 4976.292480
	Iteration 163Q: 3 clusters Score -2383200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -2383199.000000 Penalty: 4976.292480
	Iteration 164Q: 3 clusters Score -2383199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -2383201.500000 Penalty: 4976.292480
	Iteration 165Q: 3 clusters Score -2383202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -2383203.500000 Penalty: 4976.292480
	Iteration 166Q: 3 clusters Score -2383204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -2383209.250000 Penalty: 4976.292480
	Iteration 167Q: 3 clusters Score -2383209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -2383212.000000 Penalty: 4976.292480
	Iteration 168Q: 3 clusters Score -2383212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -2383206.250000 Penalty: 4976.292480
	Iteration 169Q: 3 clusters Score -2383206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -2383206.500000 Penalty: 4976.292480
	Iteration 170Q: 3 clusters Score -2383206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -2383212.750000 Penalty: 4976.292480
	Iteration 171Q: 3 clusters Score -2383213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -2383210.250000 Penalty: 4976.292480
	Iteration 172Q: 3 clusters Score -2383210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -2383216.250000 Penalty: 4976.292480
	Iteration 173Q: 3 clusters Score -2383216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -2383218.250000 Penalty: 4976.292480
	Iteration 174Q: 3 clusters Score -2383218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -2383211.750000 Penalty: 4976.292480
	Iteration 175Q: 3 clusters Score -2383212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -2383214.250000 Penalty: 4976.292480
	Iteration 176Q: 3 clusters Score -2383214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -2383218.000000 Penalty: 4976.292480
	Iteration 177Q: 3 clusters Score -2383218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -2383217.250000 Penalty: 4976.292480
	Iteration 178Q: 3 clusters Score -2383217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -2383223.750000 Penalty: 4976.292480
	Iteration 179Q: 3 clusters Score -2383224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -2383224.500000 Penalty: 4976.292480
	Iteration 180F: 3 clusters Score -2383224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -2383226.000000 Penalty: 4976.292480
	Iteration 181Q: 3 clusters Score -2383226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -2383226.000000 Penalty: 4976.292480
	Iteration 182F: 3 clusters Score -2383226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Entering Unmasked Estep 
Score: -326544.218750 Penalty: 1990.975952
	Iteration 0F: 2 clusters Score -326544.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -323225.843750 Penalty: 3981.951904
	Iteration 0F: 3 clusters Score -323225.8 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -323912.406250 Penalty: 3981.951904
	Iteration 1F: 3 clusters Score -323912.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -324072.593750 Penalty: 3981.951904
	Iteration 2F: 3 clusters Score -324072.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -324158.468750 Penalty: 3981.951904
	Iteration 3Q: 3 clusters Score -324158.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -324218.343750 Penalty: 3981.951904
	Iteration 4Q: 3 clusters Score -324218.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -324268.593750 Penalty: 3981.951904
	Iteration 5Q: 3 clusters Score -324268.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -324313.906250 Penalty: 3981.951904
	Iteration 6Q: 3 clusters Score -324313.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -324373.000000 Penalty: 3981.951904
	Iteration 7Q: 3 clusters Score -324373 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -324451.500000 Penalty: 3981.951904
	Iteration 8Q: 3 clusters Score -324451.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -324509.781250 Penalty: 3981.951904
	Iteration 9Q: 3 clusters Score -324509.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -324568.156250 Penalty: 3981.951904
	Iteration 10Q: 3 clusters Score -324568.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -324621.281250 Penalty: 3981.951904
	Iteration 11Q: 3 clusters Score -324621.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -324657.250000 Penalty: 3981.951904
	Iteration 12Q: 3 clusters Score -324657.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -324699.593750 Penalty: 3981.951904
	Iteration 13Q: 3 clusters Score -324699.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -324732.156250 Penalty: 3981.951904
	Iteration 14Q: 3 clusters Score -324732.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -324755.625000 Penalty: 3981.951904
	Iteration 15Q: 3 clusters Score -324755.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -324769.843750 Penalty: 3981.951904
	Iteration 16Q: 3 clusters Score -324769.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -324784.062500 Penalty: 3981.951904
	Iteration 17Q: 3 clusters Score -324784.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -324802.468750 Penalty: 3981.951904
	Iteration 18Q: 3 clusters Score -324802.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -324820.937500 Penalty: 3981.951904
	Iteration 19Q: 3 clusters Score -324820.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -324840.781250 Penalty: 3981.951904
	Iteration 20F: 3 clusters Score -324840.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -324856.375000 Penalty: 3981.951904
	Iteration 21Q: 3 clusters Score -324856.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -324870.562500 Penalty: 3981.951904
	Iteration 22Q: 3 clusters Score -324870.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -324881.500000 Penalty: 3981.951904
	Iteration 23Q: 3 clusters Score -324881.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -324891.093750 Penalty: 3981.951904
	Iteration 24Q: 3 clusters Score -324891.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -324903.343750 Penalty: 3981.951904
	Iteration 25Q: 3 clusters Score -324903.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -324913.468750 Penalty: 3981.951904
	Iteration 26Q: 3 clusters Score -324913.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -324920.718750 Penalty: 3981.951904
	Iteration 27Q: 3 clusters Score -324920.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -324927.937500 Penalty: 3981.951904
	Iteration 28Q: 3 clusters Score -324927.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -324933.406250 Penalty: 3981.951904
	Iteration 29Q: 3 clusters Score -324933.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -324939.375000 Penalty: 3981.951904
	Iteration 30Q: 3 clusters Score -324939.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -324945.000000 Penalty: 3981.951904
	Iteration 31Q: 3 clusters Score -324945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -324952.031250 Penalty: 3981.951904
	Iteration 32Q: 3 clusters Score -324952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -324961.250000 Penalty: 3981.951904
	Iteration 33Q: 3 clusters Score -324961.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -324970.968750 Penalty: 3981.951904
	Iteration 34Q: 3 clusters Score -324971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -324979.875000 Penalty: 3981.951904
	Iteration 35Q: 3 clusters Score -324979.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -324983.843750 Penalty: 3981.951904
	Iteration 36Q: 3 clusters Score -324983.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -324990.562500 Penalty: 3981.951904
	Iteration 37Q: 3 clusters Score -324990.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -324994.218750 Penalty: 3981.951904
	Iteration 38Q: 3 clusters Score -324994.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -324997.062500 Penalty: 3981.951904
	Iteration 39Q: 3 clusters Score -324997.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -325005.812500 Penalty: 3981.951904
	Iteration 40F: 3 clusters Score -325005.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -325011.531250 Penalty: 3981.951904
	Iteration 41Q: 3 clusters Score -325011.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -325020.062500 Penalty: 3981.951904
	Iteration 42Q: 3 clusters Score -325020.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -325027.312500 Penalty: 3981.951904
	Iteration 43Q: 3 clusters Score -325027.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -325032.281250 Penalty: 3981.951904
	Iteration 44Q: 3 clusters Score -325032.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -325037.156250 Penalty: 3981.951904
	Iteration 45Q: 3 clusters Score -325037.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -325042.500000 Penalty: 3981.951904
	Iteration 46Q: 3 clusters Score -325042.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -325048.156250 Penalty: 3981.951904
	Iteration 47Q: 3 clusters Score -325048.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -325054.656250 Penalty: 3981.951904
	Iteration 48Q: 3 clusters Score -325054.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -325064.593750 Penalty: 3981.951904
	Iteration 49Q: 3 clusters Score -325064.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -325074.000000 Penalty: 3981.951904
	Iteration 50Q: 3 clusters Score -325074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -325084.968750 Penalty: 3981.951904
	Iteration 51Q: 3 clusters Score -325085 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -325094.281250 Penalty: 3981.951904
	Iteration 52Q: 3 clusters Score -325094.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -325099.500000 Penalty: 3981.951904
	Iteration 53Q: 3 clusters Score -325099.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -325103.656250 Penalty: 3981.951904
	Iteration 54Q: 3 clusters Score -325103.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -325107.593750 Penalty: 3981.951904
	Iteration 55Q: 3 clusters Score -325107.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -325113.812500 Penalty: 3981.951904
	Iteration 56Q: 3 clusters Score -325113.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -325120.031250 Penalty: 3981.951904
	Iteration 57Q: 3 clusters Score -325120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -325124.906250 Penalty: 3981.951904
	Iteration 58Q: 3 clusters Score -325124.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -325127.781250 Penalty: 3981.951904
	Iteration 59Q: 3 clusters Score -325127.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -325130.156250 Penalty: 3981.951904
	Iteration 60F: 3 clusters Score -325130.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -325133.625000 Penalty: 3981.951904
	Iteration 61Q: 3 clusters Score -325133.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -325137.218750 Penalty: 3981.951904
	Iteration 62Q: 3 clusters Score -325137.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -325145.218750 Penalty: 3981.951904
	Iteration 63Q: 3 clusters Score -325145.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -325149.687500 Penalty: 3981.951904
	Iteration 64Q: 3 clusters Score -325149.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -325154.156250 Penalty: 3981.951904
	Iteration 65Q: 3 clusters Score -325154.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -325161.937500 Penalty: 3981.951904
	Iteration 66Q: 3 clusters Score -325161.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -325168.687500 Penalty: 3981.951904
	Iteration 67Q: 3 clusters Score -325168.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -325175.093750 Penalty: 3981.951904
	Iteration 68Q: 3 clusters Score -325175.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -325179.093750 Penalty: 3981.951904
	Iteration 69Q: 3 clusters Score -325179.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -325182.875000 Penalty: 3981.951904
	Iteration 70Q: 3 clusters Score -325182.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -325189.000000 Penalty: 3981.951904
	Iteration 71Q: 3 clusters Score -325189 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -325198.250000 Penalty: 3981.951904
	Iteration 72Q: 3 clusters Score -325198.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -325209.375000 Penalty: 3981.951904
	Iteration 73Q: 3 clusters Score -325209.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -325218.281250 Penalty: 3981.951904
	Iteration 74Q: 3 clusters Score -325218.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -325228.562500 Penalty: 3981.951904
	Iteration 75Q: 3 clusters Score -325228.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -325238.125000 Penalty: 3981.951904
	Iteration 76Q: 3 clusters Score -325238.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -325263.250000 Penalty: 3981.951904
	Iteration 77Q: 3 clusters Score -325263.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -325288.156250 Penalty: 3981.951904
	Iteration 78Q: 3 clusters Score -325288.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -325322.343750 Penalty: 3981.951904
	Iteration 79Q: 3 clusters Score -325322.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -325366.093750 Penalty: 3981.951904
	Iteration 80F: 3 clusters Score -325366.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -325407.375000 Penalty: 3981.951904
	Iteration 81Q: 3 clusters Score -325407.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -325433.812500 Penalty: 3981.951904
	Iteration 82Q: 3 clusters Score -325433.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -325462.000000 Penalty: 3981.951904
	Iteration 83Q: 3 clusters Score -325462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -325483.000000 Penalty: 3981.951904
	Iteration 84Q: 3 clusters Score -325483 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -325496.218750 Penalty: 3981.951904
	Iteration 85Q: 3 clusters Score -325496.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -325508.718750 Penalty: 3981.951904
	Iteration 86Q: 3 clusters Score -325508.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -325516.937500 Penalty: 3981.951904
	Iteration 87Q: 3 clusters Score -325516.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -325523.593750 Penalty: 3981.951904
	Iteration 88Q: 3 clusters Score -325523.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -325528.843750 Penalty: 3981.951904
	Iteration 89Q: 3 clusters Score -325528.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -325534.500000 Penalty: 3981.951904
	Iteration 90Q: 3 clusters Score -325534.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -325543.968750 Penalty: 3981.951904
	Iteration 91Q: 3 clusters Score -325544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -325550.343750 Penalty: 3981.951904
	Iteration 92Q: 3 clusters Score -325550.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -325555.375000 Penalty: 3981.951904
	Iteration 93Q: 3 clusters Score -325555.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -325559.031250 Penalty: 3981.951904
	Iteration 94Q: 3 clusters Score -325559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -325564.093750 Penalty: 3981.951904
	Iteration 95Q: 3 clusters Score -325564.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -325572.031250 Penalty: 3981.951904
	Iteration 96Q: 3 clusters Score -325572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -325576.093750 Penalty: 3981.951904
	Iteration 97Q: 3 clusters Score -325576.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -325577.937500 Penalty: 3981.951904
	Iteration 98Q: 3 clusters Score -325577.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -325583.625000 Penalty: 3981.951904
	Iteration 99Q: 3 clusters Score -325583.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -325597.000000 Penalty: 3981.951904
	Iteration 100F: 3 clusters Score -325597 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -325612.187500 Penalty: 3981.951904
	Iteration 101Q: 3 clusters Score -325612.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -325627.937500 Penalty: 3981.951904
	Iteration 102Q: 3 clusters Score -325627.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -325658.437500 Penalty: 3981.951904
	Iteration 103Q: 3 clusters Score -325658.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -325690.375000 Penalty: 3981.951904
	Iteration 104Q: 3 clusters Score -325690.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -325720.875000 Penalty: 3981.951904
	Iteration 105Q: 3 clusters Score -325720.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -325750.062500 Penalty: 3981.951904
	Iteration 106Q: 3 clusters Score -325750.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -325791.031250 Penalty: 3981.951904
	Iteration 107Q: 3 clusters Score -325791 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -325882.656250 Penalty: 3981.951904
	Iteration 108Q: 3 clusters Score -325882.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -326035.906250 Penalty: 3981.951904
	Iteration 109Q: 3 clusters Score -326035.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -326180.562500 Penalty: 3981.951904
	Iteration 110Q: 3 clusters Score -326180.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -326235.187500 Penalty: 3981.951904
	Iteration 111Q: 3 clusters Score -326235.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -326248.125000 Penalty: 3981.951904
	Iteration 112Q: 3 clusters Score -326248.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -326256.093750 Penalty: 3981.951904
	Iteration 113Q: 3 clusters Score -326256.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -326258.375000 Penalty: 3981.951904
	Iteration 114Q: 3 clusters Score -326258.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -326259.843750 Penalty: 3981.951904
	Iteration 115Q: 3 clusters Score -326259.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -326262.718750 Penalty: 3981.951904
	Iteration 116Q: 3 clusters Score -326262.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -326262.812500 Penalty: 3981.951904
	Iteration 117Q: 3 clusters Score -326262.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -326264.093750 Penalty: 3981.951904
	Iteration 118Q: 3 clusters Score -326264.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -326264.093750 Penalty: 3981.951904
	Iteration 119F: 3 clusters Score -326264.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (13479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Entering Unmasked Estep 
Score: -1419923.000000 Penalty: 2358.204346
	Iteration 0F: 2 clusters Score -1419923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1409999.250000 Penalty: 4716.408691
	Iteration 0F: 3 clusters Score -1409999 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1413213.000000 Penalty: 4716.408691
	Iteration 1F: 3 clusters Score -1413213 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1413720.875000 Penalty: 4716.408691
	Iteration 2F: 3 clusters Score -1413721 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1414203.000000 Penalty: 4716.408691
	Iteration 3F: 3 clusters Score -1414203 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1414614.625000 Penalty: 4716.408691
	Iteration 4F: 3 clusters Score -1414615 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1414982.250000 Penalty: 4716.408691
	Iteration 5F: 3 clusters Score -1414982 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1415306.625000 Penalty: 4716.408691
	Iteration 6Q: 3 clusters Score -1415307 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1415549.250000 Penalty: 4716.408691
	Iteration 7Q: 3 clusters Score -1415549 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1415771.625000 Penalty: 4716.408691
	Iteration 8Q: 3 clusters Score -1415772 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1415966.750000 Penalty: 4716.408691
	Iteration 9Q: 3 clusters Score -1415967 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1416121.875000 Penalty: 4716.408691
	Iteration 10Q: 3 clusters Score -1416122 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1416240.250000 Penalty: 4716.408691
	Iteration 11Q: 3 clusters Score -1416240 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1416344.125000 Penalty: 4716.408691
	Iteration 12Q: 3 clusters Score -1416344 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1416422.000000 Penalty: 4716.408691
	Iteration 13Q: 3 clusters Score -1416422 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1416522.375000 Penalty: 4716.408691
	Iteration 14Q: 3 clusters Score -1416522 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1416639.000000 Penalty: 4716.408691
	Iteration 15Q: 3 clusters Score -1416639 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1416776.250000 Penalty: 4716.408691
	Iteration 16Q: 3 clusters Score -1416776 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1416920.625000 Penalty: 4716.408691
	Iteration 17Q: 3 clusters Score -1416921 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1417049.125000 Penalty: 4716.408691
	Iteration 18Q: 3 clusters Score -1417049 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1417184.750000 Penalty: 4716.408691
	Iteration 19Q: 3 clusters Score -1417185 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1417324.625000 Penalty: 4716.408691
	Iteration 20F: 3 clusters Score -1417325 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1417427.375000 Penalty: 4716.408691
	Iteration 21Q: 3 clusters Score -1417427 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1417527.750000 Penalty: 4716.408691
	Iteration 22Q: 3 clusters Score -1417528 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1417600.375000 Penalty: 4716.408691
	Iteration 23Q: 3 clusters Score -1417600 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1417656.625000 Penalty: 4716.408691
	Iteration 24Q: 3 clusters Score -1417657 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1417715.250000 Penalty: 4716.408691
	Iteration 25Q: 3 clusters Score -1417715 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1417750.125000 Penalty: 4716.408691
	Iteration 26Q: 3 clusters Score -1417750 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1417787.875000 Penalty: 4716.408691
	Iteration 27Q: 3 clusters Score -1417788 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -1417807.625000 Penalty: 4716.408691
	Iteration 28Q: 3 clusters Score -1417808 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1417829.125000 Penalty: 4716.408691
	Iteration 29Q: 3 clusters Score -1417829 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1417844.250000 Penalty: 4716.408691
	Iteration 30Q: 3 clusters Score -1417844 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1417855.375000 Penalty: 4716.408691
	Iteration 31Q: 3 clusters Score -1417855 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -1417866.375000 Penalty: 4716.408691
	Iteration 32Q: 3 clusters Score -1417866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1417873.625000 Penalty: 4716.408691
	Iteration 33Q: 3 clusters Score -1417874 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1417882.250000 Penalty: 4716.408691
	Iteration 34Q: 3 clusters Score -1417882 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1417892.250000 Penalty: 4716.408691
	Iteration 35Q: 3 clusters Score -1417892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1417898.500000 Penalty: 4716.408691
	Iteration 36Q: 3 clusters Score -1417898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1417902.500000 Penalty: 4716.408691
	Iteration 37Q: 3 clusters Score -1417902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1417909.500000 Penalty: 4716.408691
	Iteration 38Q: 3 clusters Score -1417910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1417915.125000 Penalty: 4716.408691
	Iteration 39Q: 3 clusters Score -1417915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1417911.125000 Penalty: 4716.408691
	Iteration 40F: 3 clusters Score -1417911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -1417916.375000 Penalty: 4716.408691
	Iteration 41Q: 3 clusters Score -1417916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1417915.250000 Penalty: 4716.408691
	Iteration 42Q: 3 clusters Score -1417915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1417919.000000 Penalty: 4716.408691
	Iteration 43Q: 3 clusters Score -1417919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1417924.000000 Penalty: 4716.408691
	Iteration 44Q: 3 clusters Score -1417924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1417927.875000 Penalty: 4716.408691
	Iteration 45Q: 3 clusters Score -1417928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1417930.625000 Penalty: 4716.408691
	Iteration 46Q: 3 clusters Score -1417931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1417931.750000 Penalty: 4716.408691
	Iteration 47Q: 3 clusters Score -1417932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1417934.750000 Penalty: 4716.408691
	Iteration 48Q: 3 clusters Score -1417935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1417933.875000 Penalty: 4716.408691
	Iteration 49Q: 3 clusters Score -1417934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1417935.125000 Penalty: 4716.408691
	Iteration 50Q: 3 clusters Score -1417935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1417935.500000 Penalty: 4716.408691
	Iteration 51Q: 3 clusters Score -1417936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1417938.125000 Penalty: 4716.408691
	Iteration 52Q: 3 clusters Score -1417938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1417940.250000 Penalty: 4716.408691
	Iteration 53Q: 3 clusters Score -1417940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1417940.875000 Penalty: 4716.408691
	Iteration 54Q: 3 clusters Score -1417941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1417941.125000 Penalty: 4716.408691
	Iteration 55Q: 3 clusters Score -1417941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1417941.125000 Penalty: 4716.408691
	Iteration 56F: 3 clusters Score -1417941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (8059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Entering Unmasked Estep 
Score: -852288.062500 Penalty: 2230.647217
	Iteration 0F: 2 clusters Score -852288.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -845850.375000 Penalty: 4461.294434
	Iteration 0F: 3 clusters Score -845850.4 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -847711.000000 Penalty: 4461.294434
	Iteration 1F: 3 clusters Score -847711 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -848231.062500 Penalty: 4461.294434
	Iteration 2F: 3 clusters Score -848231.1 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -848742.437500 Penalty: 4461.294434
	Iteration 3F: 3 clusters Score -848742.4 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -849242.500000 Penalty: 4461.294434
	Iteration 4F: 3 clusters Score -849242.5 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -849729.812500 Penalty: 4461.294434
	Iteration 5F: 3 clusters Score -849729.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -850070.250000 Penalty: 4461.294434
	Iteration 6F: 3 clusters Score -850070.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -850308.375000 Penalty: 4461.294434
	Iteration 7Q: 3 clusters Score -850308.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -850488.062500 Penalty: 4461.294434
	Iteration 8Q: 3 clusters Score -850488.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -850661.125000 Penalty: 4461.294434
	Iteration 9Q: 3 clusters Score -850661.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -850784.500000 Penalty: 4461.294434
	Iteration 10Q: 3 clusters Score -850784.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -850886.562500 Penalty: 4461.294434
	Iteration 11Q: 3 clusters Score -850886.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -850991.250000 Penalty: 4461.294434
	Iteration 12Q: 3 clusters Score -850991.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -851072.187500 Penalty: 4461.294434
	Iteration 13Q: 3 clusters Score -851072.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -851157.687500 Penalty: 4461.294434
	Iteration 14Q: 3 clusters Score -851157.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -851228.000000 Penalty: 4461.294434
	Iteration 15Q: 3 clusters Score -851228 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -851283.062500 Penalty: 4461.294434
	Iteration 16Q: 3 clusters Score -851283.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -851348.375000 Penalty: 4461.294434
	Iteration 17Q: 3 clusters Score -851348.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -851415.625000 Penalty: 4461.294434
	Iteration 18Q: 3 clusters Score -851415.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -851486.562500 Penalty: 4461.294434
	Iteration 19Q: 3 clusters Score -851486.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -851555.062500 Penalty: 4461.294434
	Iteration 20F: 3 clusters Score -851555.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -851626.625000 Penalty: 4461.294434
	Iteration 21Q: 3 clusters Score -851626.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -851679.062500 Penalty: 4461.294434
	Iteration 22Q: 3 clusters Score -851679.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -851707.937500 Penalty: 4461.294434
	Iteration 23Q: 3 clusters Score -851707.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -851723.812500 Penalty: 4461.294434
	Iteration 24Q: 3 clusters Score -851723.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -851735.875000 Penalty: 4461.294434
	Iteration 25Q: 3 clusters Score -851735.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -851741.312500 Penalty: 4461.294434
	Iteration 26Q: 3 clusters Score -851741.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -851751.500000 Penalty: 4461.294434
	Iteration 27Q: 3 clusters Score -851751.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -851759.750000 Penalty: 4461.294434
	Iteration 28Q: 3 clusters Score -851759.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -851767.187500 Penalty: 4461.294434
	Iteration 29Q: 3 clusters Score -851767.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -851774.250000 Penalty: 4461.294434
	Iteration 30Q: 3 clusters Score -851774.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -851776.375000 Penalty: 4461.294434
	Iteration 31Q: 3 clusters Score -851776.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -851777.250000 Penalty: 4461.294434
	Iteration 32Q: 3 clusters Score -851777.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -851780.187500 Penalty: 4461.294434
	Iteration 33Q: 3 clusters Score -851780.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -851782.875000 Penalty: 4461.294434
	Iteration 34Q: 3 clusters Score -851782.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -851784.562500 Penalty: 4461.294434
	Iteration 35Q: 3 clusters Score -851784.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -851786.187500 Penalty: 4461.294434
	Iteration 36Q: 3 clusters Score -851786.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -851786.125000 Penalty: 4461.294434
	Iteration 37Q: 3 clusters Score -851786.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -851787.062500 Penalty: 4461.294434
	Iteration 38Q: 3 clusters Score -851787.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -851791.312500 Penalty: 4461.294434
	Iteration 39Q: 3 clusters Score -851791.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -851792.937500 Penalty: 4461.294434
	Iteration 40F: 3 clusters Score -851792.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -851796.937500 Penalty: 4461.294434
	Iteration 41Q: 3 clusters Score -851796.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -851799.625000 Penalty: 4461.294434
	Iteration 42Q: 3 clusters Score -851799.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -851802.125000 Penalty: 4461.294434
	Iteration 43Q: 3 clusters Score -851802.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -851804.625000 Penalty: 4461.294434
	Iteration 44Q: 3 clusters Score -851804.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -851806.812500 Penalty: 4461.294434
	Iteration 45Q: 3 clusters Score -851806.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -851807.687500 Penalty: 4461.294434
	Iteration 46Q: 3 clusters Score -851807.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -851807.687500 Penalty: 4461.294434
	Iteration 47F: 3 clusters Score -851807.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (67943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67943 members 
Entering Unmasked Estep 
Score: -7321696.000000 Penalty: 2759.353271
	Iteration 0F: 2 clusters Score -7321696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -7275866.500000 Penalty: 5518.706543
	Iteration 0F: 3 clusters Score -7275866 nChanged 31950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -7293860.000000 Penalty: 5518.706543
	Iteration 1F: 3 clusters Score -7293860 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 33589 members 
Entering Unmasked Estep 
Score: -7294823.000000 Penalty: 5518.706543
	Iteration 2Q: 3 clusters Score -7294823 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34777 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
Score: -7295885.000000 Penalty: 5518.706543
	Iteration 3Q: 3 clusters Score -7295885 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35451 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -7297327.000000 Penalty: 5518.706543
	Iteration 4Q: 3 clusters Score -7297327 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -7299373.500000 Penalty: 5518.706543
	Iteration 5F: 3 clusters Score -7299374 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
Score: -7302026.500000 Penalty: 5518.706543
	Iteration 6F: 3 clusters Score -7302026 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38707 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -7304747.000000 Penalty: 5518.706543
	Iteration 7F: 3 clusters Score -7304747 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -7307173.500000 Penalty: 5518.706543
	Iteration 8F: 3 clusters Score -7307174 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 27996 members 
Entering Unmasked Estep 
Score: -7309471.500000 Penalty: 5518.706543
	Iteration 9F: 3 clusters Score -7309472 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -7311540.500000 Penalty: 5518.706543
	Iteration 10Q: 3 clusters Score -7311540 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -7313238.500000 Penalty: 5518.706543
	Iteration 11Q: 3 clusters Score -7313238 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -7314384.000000 Penalty: 5518.706543
	Iteration 12Q: 3 clusters Score -7314384 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40731 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -7314994.500000 Penalty: 5518.706543
	Iteration 13Q: 3 clusters Score -7314994 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -7315373.000000 Penalty: 5518.706543
	Iteration 14Q: 3 clusters Score -7315373 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -7315644.500000 Penalty: 5518.706543
	Iteration 15Q: 3 clusters Score -7315644 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41622 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -7315856.500000 Penalty: 5518.706543
	Iteration 16Q: 3 clusters Score -7315856 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41892 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -7316035.000000 Penalty: 5518.706543
	Iteration 17Q: 3 clusters Score -7316035 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -7316156.000000 Penalty: 5518.706543
	Iteration 18Q: 3 clusters Score -7316156 nChanged 481
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42404 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7316229 nChanged 392
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7316290 nChanged 380
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42852 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7316342 nChanged 322
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7316366 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43298 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7316415 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43525 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7316486 nChanged 283
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43782 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7316494 nChanged 260
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44018 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7316532 nChanged 229
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44223 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7316542 nChanged 231
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44444 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7316545 nChanged 201
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Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7316555 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44816 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7316600 nChanged 171
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44987 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7316620 nChanged 180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45167 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7316637 nChanged 191
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Mstep: Class 1 contains 45356 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7316667 nChanged 177
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Mstep: Class 1 contains 45531 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7316705 nChanged 178
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Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7316718 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45880 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7316726 nChanged 157
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Mstep: Class 1 contains 46037 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7316757 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46187 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7316756 nChanged 159
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46344 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7316752 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46487 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7316754 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46646 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7316778 nChanged 128
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Mstep: Class 1 contains 46774 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7316782 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46908 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7316778 nChanged 136
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Mstep: Class 1 contains 47042 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7316790 nChanged 141
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Mstep: Class 1 contains 47177 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7316789 nChanged 139
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Mstep: Class 1 contains 47316 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7316802 nChanged 162
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Mstep: Class 1 contains 47478 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47645 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7316814 nChanged 152
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Mstep: Class 1 contains 47791 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7316830 nChanged 158
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Mstep: Class 1 contains 47947 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7316855 nChanged 158
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Mstep: Class 1 contains 48101 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7316860 nChanged 158
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Mstep: Class 1 contains 48253 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7316883 nChanged 160
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Mstep: Class 1 contains 48413 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7316890 nChanged 168
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Mstep: Class 1 contains 48581 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48757 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7316964 nChanged 183
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Mstep: Class 1 contains 48932 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7316978 nChanged 167
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Mstep: Class 1 contains 49099 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7317023 nChanged 142
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Mstep: Class 1 contains 49241 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7317010 nChanged 162
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Mstep: Class 1 contains 49399 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7317036 nChanged 162
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Mstep: Class 1 contains 49559 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7317052 nChanged 152
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Mstep: Class 1 contains 49709 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7317064 nChanged 126
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Mstep: Class 1 contains 49829 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7317068 nChanged 138
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Mstep: Class 1 contains 49963 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7317082 nChanged 122
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Mstep: Class 1 contains 50081 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7317069 nChanged 125
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Mstep: Class 1 contains 50202 members 
Mstep: Class 2 contains 17741 members 
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	Iteration 65Q: 3 clusters Score -7317101 nChanged 117
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Mstep: Class 1 contains 50319 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7317116 nChanged 115
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Mstep: Class 1 contains 50434 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7317118 nChanged 123
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Mstep: Class 1 contains 50557 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7317110 nChanged 133
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Mstep: Class 1 contains 50690 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7317142 nChanged 114
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Mstep: Class 1 contains 50804 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7317134 nChanged 113
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Mstep: Class 1 contains 50917 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7317154 nChanged 134
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Mstep: Class 1 contains 51051 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7317154 nChanged 135
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Mstep: Class 1 contains 51184 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7317164 nChanged 136
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Mstep: Class 1 contains 51320 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7317152 nChanged 139
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Mstep: Class 1 contains 51459 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7317191 nChanged 127
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Mstep: Class 1 contains 51586 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7317193 nChanged 126
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Mstep: Class 1 contains 51712 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7317192 nChanged 131
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Mstep: Class 1 contains 51843 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7317218 nChanged 137
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Mstep: Class 1 contains 51978 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7317238 nChanged 161
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Mstep: Class 1 contains 52139 members 
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	Iteration 80F: 3 clusters Score -7317266 nChanged 165
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Mstep: Class 1 contains 52300 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7317272 nChanged 173
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Mstep: Class 1 contains 52473 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7317320 nChanged 179
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Mstep: Class 1 contains 52652 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7317320 nChanged 204
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Mstep: Class 1 contains 52854 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7317380 nChanged 227
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Mstep: Class 1 contains 53079 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7317389 nChanged 237
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Mstep: Class 1 contains 53314 members 
Mstep: Class 2 contains 14629 members 
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	Iteration 86Q: 3 clusters Score -7317461 nChanged 261
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Mstep: Class 1 contains 53567 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7317512 nChanged 280
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Mstep: Class 1 contains 53841 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7317552 nChanged 258
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Mstep: Class 1 contains 54097 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7317559 nChanged 261
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Mstep: Class 1 contains 54356 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7317573 nChanged 252
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Mstep: Class 1 contains 54606 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7317610 nChanged 282
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Mstep: Class 1 contains 54888 members 
Mstep: Class 2 contains 13055 members 
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Mstep: Class 1 contains 55152 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7317736 nChanged 294
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Mstep: Class 1 contains 55444 members 
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	Iteration 94Q: 3 clusters Score -7317810 nChanged 308
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Mstep: Class 1 contains 55752 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7317856 nChanged 332
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Mstep: Class 1 contains 56084 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7317957 nChanged 305
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Mstep: Class 1 contains 56385 members 
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	Iteration 97Q: 3 clusters Score -7318010 nChanged 333
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Mstep: Class 1 contains 56718 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7318097 nChanged 335
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Mstep: Class 1 contains 57051 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7318176 nChanged 353
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Mstep: Class 1 contains 57400 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7318260 nChanged 333
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Mstep: Class 1 contains 57733 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7318364 nChanged 374
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Mstep: Class 1 contains 58099 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7318464 nChanged 368
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Mstep: Class 1 contains 58467 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7318544 nChanged 362
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Mstep: Class 1 contains 58829 members 
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	Iteration 104Q: 3 clusters Score -7318645 nChanged 355
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Mstep: Class 1 contains 59184 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7318763 nChanged 348
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Mstep: Class 1 contains 59530 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7318846 nChanged 359
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Mstep: Class 1 contains 59887 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7318971 nChanged 378
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Mstep: Class 1 contains 60263 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7319102 nChanged 384
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Mstep: Class 1 contains 60645 members 
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Entering Unmasked Estep 
Score: -7319253.500000 Penalty: 5518.706543
	Iteration 109Q: 3 clusters Score -7319254 nChanged 354
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Mstep: Class 1 contains 60997 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7319388 nChanged 329
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Mstep: Class 1 contains 61326 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7319473 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61610 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -7319535.000000 Penalty: 5518.706543
	Iteration 112Q: 3 clusters Score -7319535 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61875 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -7319608.500000 Penalty: 5518.706543
	Iteration 113Q: 3 clusters Score -7319608 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62111 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -7319663.500000 Penalty: 5518.706543
	Iteration 114Q: 3 clusters Score -7319664 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62298 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -7319702.000000 Penalty: 5518.706543
	Iteration 115Q: 3 clusters Score -7319702 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62494 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -7319744.000000 Penalty: 5518.706543
	Iteration 116Q: 3 clusters Score -7319744 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62674 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -7319790.000000 Penalty: 5518.706543
	Iteration 117Q: 3 clusters Score -7319790 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62852 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -7319827.500000 Penalty: 5518.706543
	Iteration 118Q: 3 clusters Score -7319828 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63013 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -7319876.000000 Penalty: 5518.706543
	Iteration 119Q: 3 clusters Score -7319876 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63166 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -7319925.000000 Penalty: 5518.706543
	Iteration 120F: 3 clusters Score -7319925 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63311 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -7319982.000000 Penalty: 5518.706543
	Iteration 121Q: 3 clusters Score -7319982 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63427 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -7319980.500000 Penalty: 5518.706543
	Iteration 122Q: 3 clusters Score -7319980 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63521 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -7320006.000000 Penalty: 5518.706543
	Iteration 123Q: 3 clusters Score -7320006 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63620 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -7320025.000000 Penalty: 5518.706543
	Iteration 124Q: 3 clusters Score -7320025 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63705 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -7320065.000000 Penalty: 5518.706543
	Iteration 125Q: 3 clusters Score -7320065 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63779 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -7320085.000000 Penalty: 5518.706543
	Iteration 126Q: 3 clusters Score -7320085 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63847 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -7320097.000000 Penalty: 5518.706543
	Iteration 127Q: 3 clusters Score -7320097 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63900 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -7320107.000000 Penalty: 5518.706543
	Iteration 128Q: 3 clusters Score -7320107 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63956 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -7320118.500000 Penalty: 5518.706543
	Iteration 129Q: 3 clusters Score -7320118 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63995 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -7320128.000000 Penalty: 5518.706543
	Iteration 130Q: 3 clusters Score -7320128 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64033 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -7320125.500000 Penalty: 5518.706543
	Iteration 131Q: 3 clusters Score -7320126 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64067 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -7320119.500000 Penalty: 5518.706543
	Iteration 132Q: 3 clusters Score -7320120 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64098 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -7320132.500000 Penalty: 5518.706543
	Iteration 133Q: 3 clusters Score -7320132 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64128 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -7320125.500000 Penalty: 5518.706543
	Iteration 134Q: 3 clusters Score -7320126 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64150 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -7320125.500000 Penalty: 5518.706543
	Iteration 135Q: 3 clusters Score -7320126 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64179 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -7320133.000000 Penalty: 5518.706543
	Iteration 136Q: 3 clusters Score -7320133 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64203 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -7320123.000000 Penalty: 5518.706543
	Iteration 137Q: 3 clusters Score -7320123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64214 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -7320125.000000 Penalty: 5518.706543
	Iteration 138Q: 3 clusters Score -7320125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64226 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -7320126.500000 Penalty: 5518.706543
	Iteration 139Q: 3 clusters Score -7320126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64235 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -7320128.500000 Penalty: 5518.706543
	Iteration 140F: 3 clusters Score -7320128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64248 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -7320140.000000 Penalty: 5518.706543
	Iteration 141Q: 3 clusters Score -7320140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64263 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -7320145.000000 Penalty: 5518.706543
	Iteration 142Q: 3 clusters Score -7320145 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64278 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -7320158.500000 Penalty: 5518.706543
	Iteration 143Q: 3 clusters Score -7320158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64292 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -7320159.000000 Penalty: 5518.706543
	Iteration 144Q: 3 clusters Score -7320159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64308 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -7320159.500000 Penalty: 5518.706543
	Iteration 145Q: 3 clusters Score -7320160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64329 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -7320168.000000 Penalty: 5518.706543
	Iteration 146Q: 3 clusters Score -7320168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64343 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -7320170.000000 Penalty: 5518.706543
	Iteration 147Q: 3 clusters Score -7320170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64356 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -7320175.000000 Penalty: 5518.706543
	Iteration 148Q: 3 clusters Score -7320175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64364 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -7320173.500000 Penalty: 5518.706543
	Iteration 149Q: 3 clusters Score -7320174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64372 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -7320183.500000 Penalty: 5518.706543
	Iteration 150Q: 3 clusters Score -7320184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64379 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -7320185.500000 Penalty: 5518.706543
	Iteration 151Q: 3 clusters Score -7320186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64382 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -7320173.500000 Penalty: 5518.706543
	Iteration 152Q: 3 clusters Score -7320174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64384 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -7320177.000000 Penalty: 5518.706543
	Iteration 153Q: 3 clusters Score -7320177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64388 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -7320175.000000 Penalty: 5518.706543
	Iteration 154Q: 3 clusters Score -7320175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64393 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -7320173.000000 Penalty: 5518.706543
	Iteration 155Q: 3 clusters Score -7320173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64398 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -7320168.000000 Penalty: 5518.706543
	Iteration 156Q: 3 clusters Score -7320168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64404 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -7320174.500000 Penalty: 5518.706543
	Iteration 157Q: 3 clusters Score -7320174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64411 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -7320180.500000 Penalty: 5518.706543
	Iteration 158Q: 3 clusters Score -7320180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64414 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -7320183.000000 Penalty: 5518.706543
	Iteration 159Q: 3 clusters Score -7320183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64416 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -7320190.000000 Penalty: 5518.706543
	Iteration 160F: 3 clusters Score -7320190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (26186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Entering Unmasked Estep 
Score: -2815307.750000 Penalty: 2522.899170
	Iteration 0F: 2 clusters Score -2815308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -2797332.500000 Penalty: 5045.798340
	Iteration 0F: 3 clusters Score -2797332 nChanged 11697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -2803679.000000 Penalty: 5045.798340
	Iteration 1F: 3 clusters Score -2803679 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -2804341.250000 Penalty: 5045.798340
	Iteration 2F: 3 clusters Score -2804341 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -2805064.250000 Penalty: 5045.798340
	Iteration 3F: 3 clusters Score -2805064 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -2805849.000000 Penalty: 5045.798340
	Iteration 4F: 3 clusters Score -2805849 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -2806609.500000 Penalty: 5045.798340
	Iteration 5F: 3 clusters Score -2806610 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -2807282.750000 Penalty: 5045.798340
	Iteration 6F: 3 clusters Score -2807283 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -2807862.500000 Penalty: 5045.798340
	Iteration 7Q: 3 clusters Score -2807862 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -2808477.750000 Penalty: 5045.798340
	Iteration 8Q: 3 clusters Score -2808478 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -2809056.000000 Penalty: 5045.798340
	Iteration 9Q: 3 clusters Score -2809056 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -2809599.500000 Penalty: 5045.798340
	Iteration 10Q: 3 clusters Score -2809600 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -2810160.750000 Penalty: 5045.798340
	Iteration 11Q: 3 clusters Score -2810161 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -2810592.250000 Penalty: 5045.798340
	Iteration 12Q: 3 clusters Score -2810592 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -2810993.750000 Penalty: 5045.798340
	Iteration 13Q: 3 clusters Score -2810994 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -2811329.500000 Penalty: 5045.798340
	Iteration 14Q: 3 clusters Score -2811330 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -2811678.250000 Penalty: 5045.798340
	Iteration 15Q: 3 clusters Score -2811678 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -2812014.250000 Penalty: 5045.798340
	Iteration 16Q: 3 clusters Score -2812014 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -2812383.500000 Penalty: 5045.798340
	Iteration 17Q: 3 clusters Score -2812384 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -2812709.000000 Penalty: 5045.798340
	Iteration 18Q: 3 clusters Score -2812709 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -2813048.000000 Penalty: 5045.798340
	Iteration 19Q: 3 clusters Score -2813048 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -2813338.750000 Penalty: 5045.798340
	Iteration 20F: 3 clusters Score -2813339 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -2813583.000000 Penalty: 5045.798340
	Iteration 21Q: 3 clusters Score -2813583 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -2813781.500000 Penalty: 5045.798340
	Iteration 22Q: 3 clusters Score -2813782 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -2813909.750000 Penalty: 5045.798340
	Iteration 23Q: 3 clusters Score -2813910 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -2813992.750000 Penalty: 5045.798340
	Iteration 24Q: 3 clusters Score -2813993 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -2814036.500000 Penalty: 5045.798340
	Iteration 25Q: 3 clusters Score -2814036 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -2814078.000000 Penalty: 5045.798340
	Iteration 26Q: 3 clusters Score -2814078 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -2814099.000000 Penalty: 5045.798340
	Iteration 27Q: 3 clusters Score -2814099 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -2814113.750000 Penalty: 5045.798340
	Iteration 28Q: 3 clusters Score -2814114 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -2814132.250000 Penalty: 5045.798340
	Iteration 29Q: 3 clusters Score -2814132 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -2814133.750000 Penalty: 5045.798340
	Iteration 30Q: 3 clusters Score -2814134 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -2814140.750000 Penalty: 5045.798340
	Iteration 31Q: 3 clusters Score -2814141 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -2814147.250000 Penalty: 5045.798340
	Iteration 32Q: 3 clusters Score -2814147 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -2814152.500000 Penalty: 5045.798340
	Iteration 33Q: 3 clusters Score -2814152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -2814158.000000 Penalty: 5045.798340
	Iteration 34Q: 3 clusters Score -2814158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -2814161.500000 Penalty: 5045.798340
	Iteration 35Q: 3 clusters Score -2814162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -2814165.500000 Penalty: 5045.798340
	Iteration 36Q: 3 clusters Score -2814166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -2814170.250000 Penalty: 5045.798340
	Iteration 37Q: 3 clusters Score -2814170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -2814167.250000 Penalty: 5045.798340
	Iteration 38Q: 3 clusters Score -2814167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -2814166.750000 Penalty: 5045.798340
	Iteration 39Q: 3 clusters Score -2814167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -2814169.250000 Penalty: 5045.798340
	Iteration 40F: 3 clusters Score -2814169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -2814174.750000 Penalty: 5045.798340
	Iteration 41Q: 3 clusters Score -2814175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -2814175.000000 Penalty: 5045.798340
	Iteration 42Q: 3 clusters Score -2814175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -2814178.250000 Penalty: 5045.798340
	Iteration 43Q: 3 clusters Score -2814178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -2814179.000000 Penalty: 5045.798340
	Iteration 44Q: 3 clusters Score -2814179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -2814184.250000 Penalty: 5045.798340
	Iteration 45Q: 3 clusters Score -2814184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -2814180.000000 Penalty: 5045.798340
	Iteration 46Q: 3 clusters Score -2814180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -2814184.500000 Penalty: 5045.798340
	Iteration 47Q: 3 clusters Score -2814184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -2814181.750000 Penalty: 5045.798340
	Iteration 48Q: 3 clusters Score -2814182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -2814177.500000 Penalty: 5045.798340
	Iteration 49Q: 3 clusters Score -2814178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -2814176.250000 Penalty: 5045.798340
	Iteration 50Q: 3 clusters Score -2814176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -2814177.750000 Penalty: 5045.798340
	Iteration 51Q: 3 clusters Score -2814178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -2814176.750000 Penalty: 5045.798340
	Iteration 52Q: 3 clusters Score -2814177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -2814174.250000 Penalty: 5045.798340
	Iteration 53Q: 3 clusters Score -2814174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -2814174.250000 Penalty: 5045.798340
	Iteration 54F: 3 clusters Score -2814174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (15209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Entering Unmasked Estep 
Score: -1431217.250000 Penalty: 2388.151367
	Iteration 0F: 2 clusters Score -1431217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1420168.125000 Penalty: 4776.302734
	Iteration 0F: 3 clusters Score -1420168 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1423776.375000 Penalty: 4776.302734
	Iteration 1F: 3 clusters Score -1423776 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1424216.750000 Penalty: 4776.302734
	Iteration 2F: 3 clusters Score -1424217 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1424693.875000 Penalty: 4776.302734
	Iteration 3F: 3 clusters Score -1424694 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1425183.625000 Penalty: 4776.302734
	Iteration 4F: 3 clusters Score -1425184 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1425661.000000 Penalty: 4776.302734
	Iteration 5F: 3 clusters Score -1425661 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1426115.375000 Penalty: 4776.302734
	Iteration 6Q: 3 clusters Score -1426115 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1426493.625000 Penalty: 4776.302734
	Iteration 7Q: 3 clusters Score -1426494 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1426858.750000 Penalty: 4776.302734
	Iteration 8Q: 3 clusters Score -1426859 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1427174.875000 Penalty: 4776.302734
	Iteration 9Q: 3 clusters Score -1427175 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1427470.500000 Penalty: 4776.302734
	Iteration 10Q: 3 clusters Score -1427470 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1427749.875000 Penalty: 4776.302734
	Iteration 11Q: 3 clusters Score -1427750 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1427976.250000 Penalty: 4776.302734
	Iteration 12Q: 3 clusters Score -1427976 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1428146.750000 Penalty: 4776.302734
	Iteration 13Q: 3 clusters Score -1428147 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1428279.750000 Penalty: 4776.302734
	Iteration 14Q: 3 clusters Score -1428280 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1428358.000000 Penalty: 4776.302734
	Iteration 15Q: 3 clusters Score -1428358 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1428419.375000 Penalty: 4776.302734
	Iteration 16Q: 3 clusters Score -1428419 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1428467.250000 Penalty: 4776.302734
	Iteration 17Q: 3 clusters Score -1428467 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1428508.375000 Penalty: 4776.302734
	Iteration 18Q: 3 clusters Score -1428508 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1428546.000000 Penalty: 4776.302734
	Iteration 19Q: 3 clusters Score -1428546 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1428585.500000 Penalty: 4776.302734
	Iteration 20F: 3 clusters Score -1428586 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1428617.875000 Penalty: 4776.302734
	Iteration 21Q: 3 clusters Score -1428618 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1428640.500000 Penalty: 4776.302734
	Iteration 22Q: 3 clusters Score -1428640 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1428655.625000 Penalty: 4776.302734
	Iteration 23Q: 3 clusters Score -1428656 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1428675.375000 Penalty: 4776.302734
	Iteration 24Q: 3 clusters Score -1428675 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1428698.375000 Penalty: 4776.302734
	Iteration 25Q: 3 clusters Score -1428698 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1428720.000000 Penalty: 4776.302734
	Iteration 26Q: 3 clusters Score -1428720 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1428745.250000 Penalty: 4776.302734
	Iteration 27Q: 3 clusters Score -1428745 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1428777.250000 Penalty: 4776.302734
	Iteration 28Q: 3 clusters Score -1428777 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1428794.875000 Penalty: 4776.302734
	Iteration 29Q: 3 clusters Score -1428795 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1428819.125000 Penalty: 4776.302734
	Iteration 30Q: 3 clusters Score -1428819 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -1428853.875000 Penalty: 4776.302734
	Iteration 31Q: 3 clusters Score -1428854 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -1428887.250000 Penalty: 4776.302734
	Iteration 32Q: 3 clusters Score -1428887 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -1428926.375000 Penalty: 4776.302734
	Iteration 33Q: 3 clusters Score -1428926 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -1428980.625000 Penalty: 4776.302734
	Iteration 34Q: 3 clusters Score -1428981 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -1429032.125000 Penalty: 4776.302734
	Iteration 35Q: 3 clusters Score -1429032 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1429067.000000 Penalty: 4776.302734
	Iteration 36Q: 3 clusters Score -1429067 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -1429103.875000 Penalty: 4776.302734
	Iteration 37Q: 3 clusters Score -1429104 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -1429136.625000 Penalty: 4776.302734
	Iteration 38Q: 3 clusters Score -1429137 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -1429156.875000 Penalty: 4776.302734
	Iteration 39Q: 3 clusters Score -1429157 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -1429168.125000 Penalty: 4776.302734
	Iteration 40F: 3 clusters Score -1429168 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -1429184.125000 Penalty: 4776.302734
	Iteration 41Q: 3 clusters Score -1429184 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -1429187.625000 Penalty: 4776.302734
	Iteration 42Q: 3 clusters Score -1429188 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1429195.625000 Penalty: 4776.302734
	Iteration 43Q: 3 clusters Score -1429196 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -1429203.875000 Penalty: 4776.302734
	Iteration 44Q: 3 clusters Score -1429204 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -1429212.375000 Penalty: 4776.302734
	Iteration 45Q: 3 clusters Score -1429212 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -1429215.250000 Penalty: 4776.302734
	Iteration 46Q: 3 clusters Score -1429215 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -1429223.750000 Penalty: 4776.302734
	Iteration 47Q: 3 clusters Score -1429224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -1429230.000000 Penalty: 4776.302734
	Iteration 48Q: 3 clusters Score -1429230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -1429237.000000 Penalty: 4776.302734
	Iteration 49Q: 3 clusters Score -1429237 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -1429238.750000 Penalty: 4776.302734
	Iteration 50Q: 3 clusters Score -1429239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -1429241.875000 Penalty: 4776.302734
	Iteration 51Q: 3 clusters Score -1429242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -1429240.875000 Penalty: 4776.302734
	Iteration 52Q: 3 clusters Score -1429241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -1429242.000000 Penalty: 4776.302734
	Iteration 53Q: 3 clusters Score -1429242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -1429242.625000 Penalty: 4776.302734
	Iteration 54Q: 3 clusters Score -1429243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -1429244.250000 Penalty: 4776.302734
	Iteration 55Q: 3 clusters Score -1429244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -1429244.375000 Penalty: 4776.302734
	Iteration 56Q: 3 clusters Score -1429244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -1429244.375000 Penalty: 4776.302734
	Iteration 57Q: 3 clusters Score -1429244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -1429244.875000 Penalty: 4776.302734
	Iteration 58Q: 3 clusters Score -1429245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -1429246.125000 Penalty: 4776.302734
	Iteration 59Q: 3 clusters Score -1429246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -1429247.875000 Penalty: 4776.302734
	Iteration 60F: 3 clusters Score -1429248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -1429250.375000 Penalty: 4776.302734
	Iteration 61Q: 3 clusters Score -1429250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -1429250.500000 Penalty: 4776.302734
	Iteration 62Q: 3 clusters Score -1429250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -1429253.875000 Penalty: 4776.302734
	Iteration 63Q: 3 clusters Score -1429254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -1429253.875000 Penalty: 4776.302734
	Iteration 64Q: 3 clusters Score -1429254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -1429253.875000 Penalty: 4776.302734
	Iteration 65F: 3 clusters Score -1429254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Entering Unmasked Estep 
Score: -112607.664062 Penalty: 1743.871826
	Iteration 0F: 2 clusters Score -112607.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -110602.429688 Penalty: 3487.743652
	Iteration 0F: 3 clusters Score -110602.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -111144.671875 Penalty: 3487.743652
	Iteration 1F: 3 clusters Score -111144.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -111634.078125 Penalty: 3487.743652
	Iteration 2F: 3 clusters Score -111634.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -111980.062500 Penalty: 3487.743652
	Iteration 3F: 3 clusters Score -111980.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -112188.960938 Penalty: 3487.743652
	Iteration 4F: 3 clusters Score -112189 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -112322.304688 Penalty: 3487.743652
	Iteration 5Q: 3 clusters Score -112322.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -112391.742188 Penalty: 3487.743652
	Iteration 6Q: 3 clusters Score -112391.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -112421.296875 Penalty: 3487.743652
	Iteration 7Q: 3 clusters Score -112421.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -112442.687500 Penalty: 3487.743652
	Iteration 8Q: 3 clusters Score -112442.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -112469.937500 Penalty: 3487.743652
	Iteration 9Q: 3 clusters Score -112469.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -112481.968750 Penalty: 3487.743652
	Iteration 10Q: 3 clusters Score -112482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -112490.695312 Penalty: 3487.743652
	Iteration 11Q: 3 clusters Score -112490.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -112491.460938 Penalty: 3487.743652
	Iteration 12Q: 3 clusters Score -112491.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -112492.375000 Penalty: 3487.743652
	Iteration 13Q: 3 clusters Score -112492.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -112493.726562 Penalty: 3487.743652
	Iteration 14Q: 3 clusters Score -112493.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -112495.148438 Penalty: 3487.743652
	Iteration 15Q: 3 clusters Score -112495.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -112495.851562 Penalty: 3487.743652
	Iteration 16Q: 3 clusters Score -112495.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -112495.851562 Penalty: 3487.743652
	Iteration 17F: 3 clusters Score -112495.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (18935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Entering Unmasked Estep 
Score: -2066666.875000 Penalty: 2442.494385
	Iteration 0F: 2 clusters Score -2066667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -2053264.625000 Penalty: 4884.988770
	Iteration 0F: 3 clusters Score -2053265 nChanged 8387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -2057829.375000 Penalty: 4884.988770
	Iteration 1F: 3 clusters Score -2057829 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2058286.125000 Penalty: 4884.988770
	Iteration 2F: 3 clusters Score -2058286 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -2058695.875000 Penalty: 4884.988770
	Iteration 3Q: 3 clusters Score -2058696 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -2059094.750000 Penalty: 4884.988770
	Iteration 4Q: 3 clusters Score -2059095 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -2059499.625000 Penalty: 4884.988770
	Iteration 5Q: 3 clusters Score -2059500 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2059981.375000 Penalty: 4884.988770
	Iteration 6Q: 3 clusters Score -2059981 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -2060437.375000 Penalty: 4884.988770
	Iteration 7Q: 3 clusters Score -2060437 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -2060894.750000 Penalty: 4884.988770
	Iteration 8Q: 3 clusters Score -2060895 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -2061384.875000 Penalty: 4884.988770
	Iteration 9Q: 3 clusters Score -2061385 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -2061814.375000 Penalty: 4884.988770
	Iteration 10Q: 3 clusters Score -2061814 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2062183.500000 Penalty: 4884.988770
	Iteration 11Q: 3 clusters Score -2062184 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2062459.625000 Penalty: 4884.988770
	Iteration 12Q: 3 clusters Score -2062460 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -2062705.375000 Penalty: 4884.988770
	Iteration 13Q: 3 clusters Score -2062705 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -2062899.500000 Penalty: 4884.988770
	Iteration 14Q: 3 clusters Score -2062900 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -2063067.500000 Penalty: 4884.988770
	Iteration 15Q: 3 clusters Score -2063068 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -2063223.000000 Penalty: 4884.988770
	Iteration 16Q: 3 clusters Score -2063223 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -2063342.500000 Penalty: 4884.988770
	Iteration 17Q: 3 clusters Score -2063342 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -2063446.000000 Penalty: 4884.988770
	Iteration 18Q: 3 clusters Score -2063446 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -2063529.125000 Penalty: 4884.988770
	Iteration 19Q: 3 clusters Score -2063529 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -2063610.750000 Penalty: 4884.988770
	Iteration 20F: 3 clusters Score -2063611 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -2063690.125000 Penalty: 4884.988770
	Iteration 21Q: 3 clusters Score -2063690 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -2063756.125000 Penalty: 4884.988770
	Iteration 22Q: 3 clusters Score -2063756 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -2063833.125000 Penalty: 4884.988770
	Iteration 23Q: 3 clusters Score -2063833 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -2063883.375000 Penalty: 4884.988770
	Iteration 24Q: 3 clusters Score -2063883 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -2063931.375000 Penalty: 4884.988770
	Iteration 25Q: 3 clusters Score -2063931 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -2063995.000000 Penalty: 4884.988770
	Iteration 26Q: 3 clusters Score -2063995 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -2064061.625000 Penalty: 4884.988770
	Iteration 27Q: 3 clusters Score -2064062 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -2064103.875000 Penalty: 4884.988770
	Iteration 28Q: 3 clusters Score -2064104 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -2064155.125000 Penalty: 4884.988770
	Iteration 29Q: 3 clusters Score -2064155 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -2064200.750000 Penalty: 4884.988770
	Iteration 30Q: 3 clusters Score -2064201 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -2064239.625000 Penalty: 4884.988770
	Iteration 31Q: 3 clusters Score -2064240 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -2064283.500000 Penalty: 4884.988770
	Iteration 32Q: 3 clusters Score -2064284 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -2064322.875000 Penalty: 4884.988770
	Iteration 33Q: 3 clusters Score -2064323 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -2064351.250000 Penalty: 4884.988770
	Iteration 34Q: 3 clusters Score -2064351 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -2064395.250000 Penalty: 4884.988770
	Iteration 35Q: 3 clusters Score -2064395 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -2064434.000000 Penalty: 4884.988770
	Iteration 36Q: 3 clusters Score -2064434 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -2064472.750000 Penalty: 4884.988770
	Iteration 37Q: 3 clusters Score -2064473 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -2064500.875000 Penalty: 4884.988770
	Iteration 38Q: 3 clusters Score -2064501 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -2064533.375000 Penalty: 4884.988770
	Iteration 39Q: 3 clusters Score -2064533 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -2064566.000000 Penalty: 4884.988770
	Iteration 40F: 3 clusters Score -2064566 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -2064600.375000 Penalty: 4884.988770
	Iteration 41Q: 3 clusters Score -2064600 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -2064625.875000 Penalty: 4884.988770
	Iteration 42Q: 3 clusters Score -2064626 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -2064648.625000 Penalty: 4884.988770
	Iteration 43Q: 3 clusters Score -2064649 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -2064670.000000 Penalty: 4884.988770
	Iteration 44Q: 3 clusters Score -2064670 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -2064692.500000 Penalty: 4884.988770
	Iteration 45Q: 3 clusters Score -2064692 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -2064709.125000 Penalty: 4884.988770
	Iteration 46Q: 3 clusters Score -2064709 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -2064723.625000 Penalty: 4884.988770
	Iteration 47Q: 3 clusters Score -2064724 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -2064728.750000 Penalty: 4884.988770
	Iteration 48Q: 3 clusters Score -2064729 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -2064743.750000 Penalty: 4884.988770
	Iteration 49Q: 3 clusters Score -2064744 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -2064750.750000 Penalty: 4884.988770
	Iteration 50Q: 3 clusters Score -2064751 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -2064757.750000 Penalty: 4884.988770
	Iteration 51Q: 3 clusters Score -2064758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2064762.625000 Penalty: 4884.988770
	Iteration 52Q: 3 clusters Score -2064763 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -2064773.125000 Penalty: 4884.988770
	Iteration 53Q: 3 clusters Score -2064773 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -2064779.625000 Penalty: 4884.988770
	Iteration 54Q: 3 clusters Score -2064780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -2064785.000000 Penalty: 4884.988770
	Iteration 55Q: 3 clusters Score -2064785 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -2064784.500000 Penalty: 4884.988770
	Iteration 56Q: 3 clusters Score -2064784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -2064785.875000 Penalty: 4884.988770
	Iteration 57Q: 3 clusters Score -2064786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -2064795.625000 Penalty: 4884.988770
	Iteration 58Q: 3 clusters Score -2064796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -2064805.625000 Penalty: 4884.988770
	Iteration 59Q: 3 clusters Score -2064806 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -2064813.625000 Penalty: 4884.988770
	Iteration 60F: 3 clusters Score -2064814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -2064816.250000 Penalty: 4884.988770
	Iteration 61Q: 3 clusters Score -2064816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -2064824.000000 Penalty: 4884.988770
	Iteration 62Q: 3 clusters Score -2064824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -2064835.250000 Penalty: 4884.988770
	Iteration 63Q: 3 clusters Score -2064835 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -2064843.500000 Penalty: 4884.988770
	Iteration 64Q: 3 clusters Score -2064844 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -2064847.250000 Penalty: 4884.988770
	Iteration 65Q: 3 clusters Score -2064847 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -2064853.750000 Penalty: 4884.988770
	Iteration 66Q: 3 clusters Score -2064854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -2064862.375000 Penalty: 4884.988770
	Iteration 67Q: 3 clusters Score -2064862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -2064871.250000 Penalty: 4884.988770
	Iteration 68Q: 3 clusters Score -2064871 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -2064883.125000 Penalty: 4884.988770
	Iteration 69Q: 3 clusters Score -2064883 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -2064886.250000 Penalty: 4884.988770
	Iteration 70Q: 3 clusters Score -2064886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -2064897.125000 Penalty: 4884.988770
	Iteration 71Q: 3 clusters Score -2064897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -2064903.500000 Penalty: 4884.988770
	Iteration 72Q: 3 clusters Score -2064904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -2064908.875000 Penalty: 4884.988770
	Iteration 73Q: 3 clusters Score -2064909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -2064912.000000 Penalty: 4884.988770
	Iteration 74Q: 3 clusters Score -2064912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -2064920.000000 Penalty: 4884.988770
	Iteration 75Q: 3 clusters Score -2064920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -2064928.250000 Penalty: 4884.988770
	Iteration 76Q: 3 clusters Score -2064928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -2064930.250000 Penalty: 4884.988770
	Iteration 77Q: 3 clusters Score -2064930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -2064936.125000 Penalty: 4884.988770
	Iteration 78Q: 3 clusters Score -2064936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -2064936.250000 Penalty: 4884.988770
	Iteration 79Q: 3 clusters Score -2064936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -2064942.625000 Penalty: 4884.988770
	Iteration 80F: 3 clusters Score -2064943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -2064946.500000 Penalty: 4884.988770
	Iteration 81Q: 3 clusters Score -2064946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -2064950.250000 Penalty: 4884.988770
	Iteration 82Q: 3 clusters Score -2064950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -2064952.750000 Penalty: 4884.988770
	Iteration 83Q: 3 clusters Score -2064953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -2064957.875000 Penalty: 4884.988770
	Iteration 84Q: 3 clusters Score -2064958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -2064956.500000 Penalty: 4884.988770
	Iteration 85Q: 3 clusters Score -2064956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -2064960.750000 Penalty: 4884.988770
	Iteration 86Q: 3 clusters Score -2064961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -2064964.125000 Penalty: 4884.988770
	Iteration 87Q: 3 clusters Score -2064964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -2064969.500000 Penalty: 4884.988770
	Iteration 88Q: 3 clusters Score -2064970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -2064972.250000 Penalty: 4884.988770
	Iteration 89Q: 3 clusters Score -2064972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -2064977.125000 Penalty: 4884.988770
	Iteration 90Q: 3 clusters Score -2064977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -2064977.250000 Penalty: 4884.988770
	Iteration 91Q: 3 clusters Score -2064977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -2064976.750000 Penalty: 4884.988770
	Iteration 92Q: 3 clusters Score -2064977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -2064975.375000 Penalty: 4884.988770
	Iteration 93Q: 3 clusters Score -2064975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -2064980.125000 Penalty: 4884.988770
	Iteration 94Q: 3 clusters Score -2064980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -2064981.000000 Penalty: 4884.988770
	Iteration 95Q: 3 clusters Score -2064981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -2064981.625000 Penalty: 4884.988770
	Iteration 96Q: 3 clusters Score -2064982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -2064980.875000 Penalty: 4884.988770
	Iteration 97Q: 3 clusters Score -2064981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -2064983.500000 Penalty: 4884.988770
	Iteration 98Q: 3 clusters Score -2064984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -2064983.750000 Penalty: 4884.988770
	Iteration 99Q: 3 clusters Score -2064984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -2064984.500000 Penalty: 4884.988770
	Iteration 100F: 3 clusters Score -2064984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -2064984.000000 Penalty: 4884.988770
	Iteration 101Q: 3 clusters Score -2064984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -2064986.250000 Penalty: 4884.988770
	Iteration 102Q: 3 clusters Score -2064986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -2064984.500000 Penalty: 4884.988770
	Iteration 103Q: 3 clusters Score -2064984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -2064984.500000 Penalty: 4884.988770
	Iteration 104F: 3 clusters Score -2064984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Entering Unmasked Estep 
Score: -188193.546875 Penalty: 1857.789673
	Iteration 0F: 2 clusters Score -188193.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -185698.828125 Penalty: 3715.579346
	Iteration 0F: 3 clusters Score -185698.8 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -186148.406250 Penalty: 3715.579346
	Iteration 1F: 3 clusters Score -186148.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -186301.296875 Penalty: 3715.579346
	Iteration 2F: 3 clusters Score -186301.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -186372.718750 Penalty: 3715.579346
	Iteration 3Q: 3 clusters Score -186372.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -186423.781250 Penalty: 3715.579346
	Iteration 4Q: 3 clusters Score -186423.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -186449.109375 Penalty: 3715.579346
	Iteration 5Q: 3 clusters Score -186449.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -186461.921875 Penalty: 3715.579346
	Iteration 6Q: 3 clusters Score -186461.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -186472.421875 Penalty: 3715.579346
	Iteration 7Q: 3 clusters Score -186472.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -186479.937500 Penalty: 3715.579346
	Iteration 8Q: 3 clusters Score -186479.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -186487.140625 Penalty: 3715.579346
	Iteration 9Q: 3 clusters Score -186487.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -186491.718750 Penalty: 3715.579346
	Iteration 10Q: 3 clusters Score -186491.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -186494.656250 Penalty: 3715.579346
	Iteration 11Q: 3 clusters Score -186494.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -186497.031250 Penalty: 3715.579346
	Iteration 12Q: 3 clusters Score -186497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -186497.750000 Penalty: 3715.579346
	Iteration 13Q: 3 clusters Score -186497.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -186497.906250 Penalty: 3715.579346
	Iteration 14Q: 3 clusters Score -186497.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -186499.171875 Penalty: 3715.579346
	Iteration 15Q: 3 clusters Score -186499.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -186499.171875 Penalty: 3715.579346
	Iteration 16F: 3 clusters Score -186499.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Entering Unmasked Estep 
Score: -265219.343750 Penalty: 1934.338745
	Iteration 0F: 2 clusters Score -265219.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -262323.093750 Penalty: 3868.677490
	Iteration 0F: 3 clusters Score -262323.1 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -262876.031250 Penalty: 3868.677490
	Iteration 1F: 3 clusters Score -262876 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -262997.406250 Penalty: 3868.677490
	Iteration 2F: 3 clusters Score -262997.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -263071.562500 Penalty: 3868.677490
	Iteration 3Q: 3 clusters Score -263071.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -263122.000000 Penalty: 3868.677490
	Iteration 4Q: 3 clusters Score -263122 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -263157.468750 Penalty: 3868.677490
	Iteration 5Q: 3 clusters Score -263157.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -263181.031250 Penalty: 3868.677490
	Iteration 6Q: 3 clusters Score -263181 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -263193.500000 Penalty: 3868.677490
	Iteration 7Q: 3 clusters Score -263193.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -263207.906250 Penalty: 3868.677490
	Iteration 8Q: 3 clusters Score -263207.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -263214.500000 Penalty: 3868.677490
	Iteration 9Q: 3 clusters Score -263214.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -263221.812500 Penalty: 3868.677490
	Iteration 10Q: 3 clusters Score -263221.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -263228.812500 Penalty: 3868.677490
	Iteration 11Q: 3 clusters Score -263228.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -263235.937500 Penalty: 3868.677490
	Iteration 12Q: 3 clusters Score -263235.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -263242.281250 Penalty: 3868.677490
	Iteration 13Q: 3 clusters Score -263242.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -263255.781250 Penalty: 3868.677490
	Iteration 14Q: 3 clusters Score -263255.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -263266.218750 Penalty: 3868.677490
	Iteration 15Q: 3 clusters Score -263266.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -263274.218750 Penalty: 3868.677490
	Iteration 16Q: 3 clusters Score -263274.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -263285.562500 Penalty: 3868.677490
	Iteration 17Q: 3 clusters Score -263285.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -263297.562500 Penalty: 3868.677490
	Iteration 18Q: 3 clusters Score -263297.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -263306.250000 Penalty: 3868.677490
	Iteration 19Q: 3 clusters Score -263306.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -263316.437500 Penalty: 3868.677490
	Iteration 20F: 3 clusters Score -263316.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -263323.562500 Penalty: 3868.677490
	Iteration 21Q: 3 clusters Score -263323.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -263329.750000 Penalty: 3868.677490
	Iteration 22Q: 3 clusters Score -263329.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -263332.312500 Penalty: 3868.677490
	Iteration 23Q: 3 clusters Score -263332.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -263334.187500 Penalty: 3868.677490
	Iteration 24Q: 3 clusters Score -263334.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -263334.875000 Penalty: 3868.677490
	Iteration 25Q: 3 clusters Score -263334.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -263335.750000 Penalty: 3868.677490
	Iteration 26Q: 3 clusters Score -263335.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -263336.281250 Penalty: 3868.677490
	Iteration 27Q: 3 clusters Score -263336.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -263336.718750 Penalty: 3868.677490
	Iteration 28Q: 3 clusters Score -263336.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -263336.718750 Penalty: 3868.677490
	Iteration 29F: 3 clusters Score -263336.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Entering Unmasked Estep 
Score: -55546.757812 Penalty: 1580.583252
	Iteration 0F: 2 clusters Score -55546.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -54029.582031 Penalty: 3161.166504
	Iteration 0F: 3 clusters Score -54029.58 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -54299.253906 Penalty: 3161.166504
	Iteration 1F: 3 clusters Score -54299.25 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -54406.843750 Penalty: 3161.166504
	Iteration 2F: 3 clusters Score -54406.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -54492.718750 Penalty: 3161.166504
	Iteration 3Q: 3 clusters Score -54492.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -54539.792969 Penalty: 3161.166504
	Iteration 4Q: 3 clusters Score -54539.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -54588.691406 Penalty: 3161.166504
	Iteration 5Q: 3 clusters Score -54588.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -54617.488281 Penalty: 3161.166504
	Iteration 6Q: 3 clusters Score -54617.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -54641.046875 Penalty: 3161.166504
	Iteration 7Q: 3 clusters Score -54641.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -54660.933594 Penalty: 3161.166504
	Iteration 8Q: 3 clusters Score -54660.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -54672.714844 Penalty: 3161.166504
	Iteration 9Q: 3 clusters Score -54672.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -54686.488281 Penalty: 3161.166504
	Iteration 10Q: 3 clusters Score -54686.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -54701.992188 Penalty: 3161.166504
	Iteration 11Q: 3 clusters Score -54701.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -54708.769531 Penalty: 3161.166504
	Iteration 12Q: 3 clusters Score -54708.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -54714.246094 Penalty: 3161.166504
	Iteration 13Q: 3 clusters Score -54714.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -54714.808594 Penalty: 3161.166504
	Iteration 14Q: 3 clusters Score -54714.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -54714.808594 Penalty: 3161.166504
	Iteration 15F: 3 clusters Score -54714.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Entering Unmasked Estep 
Score: -162131.984375 Penalty: 1820.848633
	Iteration 0F: 2 clusters Score -162132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -159811.265625 Penalty: 3641.697266
	Iteration 0F: 3 clusters Score -159811.3 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -160235.453125 Penalty: 3641.697266
	Iteration 1F: 3 clusters Score -160235.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -160388.265625 Penalty: 3641.697266
	Iteration 2F: 3 clusters Score -160388.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -160527.250000 Penalty: 3641.697266
	Iteration 3F: 3 clusters Score -160527.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -160625.453125 Penalty: 3641.697266
	Iteration 4Q: 3 clusters Score -160625.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -160741.546875 Penalty: 3641.697266
	Iteration 5Q: 3 clusters Score -160741.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -160847.250000 Penalty: 3641.697266
	Iteration 6Q: 3 clusters Score -160847.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -160928.203125 Penalty: 3641.697266
	Iteration 7Q: 3 clusters Score -160928.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -160984.937500 Penalty: 3641.697266
	Iteration 8Q: 3 clusters Score -160984.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -161035.812500 Penalty: 3641.697266
	Iteration 9Q: 3 clusters Score -161035.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -161061.171875 Penalty: 3641.697266
	Iteration 10Q: 3 clusters Score -161061.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -161079.843750 Penalty: 3641.697266
	Iteration 11Q: 3 clusters Score -161079.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -161095.875000 Penalty: 3641.697266
	Iteration 12Q: 3 clusters Score -161095.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -161106.968750 Penalty: 3641.697266
	Iteration 13Q: 3 clusters Score -161107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -161117.984375 Penalty: 3641.697266
	Iteration 14Q: 3 clusters Score -161118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -161130.390625 Penalty: 3641.697266
	Iteration 15Q: 3 clusters Score -161130.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -161133.421875 Penalty: 3641.697266
	Iteration 16Q: 3 clusters Score -161133.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -161136.718750 Penalty: 3641.697266
	Iteration 17Q: 3 clusters Score -161136.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -161138.968750 Penalty: 3641.697266
	Iteration 18Q: 3 clusters Score -161139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -161140.000000 Penalty: 3641.697266
	Iteration 19Q: 3 clusters Score -161140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -161141.406250 Penalty: 3641.697266
	Iteration 20F: 3 clusters Score -161141.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Entering Unmasked Estep 
Score: -154586.250000 Penalty: 1808.668457
	Iteration 0F: 2 clusters Score -154586.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -152277.687500 Penalty: 3617.336914
	Iteration 0F: 3 clusters Score -152277.7 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -152661.343750 Penalty: 3617.336914
	Iteration 1F: 3 clusters Score -152661.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -152769.734375 Penalty: 3617.336914
	Iteration 2F: 3 clusters Score -152769.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -152810.312500 Penalty: 3617.336914
	Iteration 3Q: 3 clusters Score -152810.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -152833.140625 Penalty: 3617.336914
	Iteration 4Q: 3 clusters Score -152833.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -152845.406250 Penalty: 3617.336914
	Iteration 5Q: 3 clusters Score -152845.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -152856.765625 Penalty: 3617.336914
	Iteration 6Q: 3 clusters Score -152856.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -152867.234375 Penalty: 3617.336914
	Iteration 7Q: 3 clusters Score -152867.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -152875.031250 Penalty: 3617.336914
	Iteration 8Q: 3 clusters Score -152875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -152880.187500 Penalty: 3617.336914
	Iteration 9Q: 3 clusters Score -152880.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -152882.171875 Penalty: 3617.336914
	Iteration 10Q: 3 clusters Score -152882.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -152883.078125 Penalty: 3617.336914
	Iteration 11Q: 3 clusters Score -152883.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -152884.625000 Penalty: 3617.336914
	Iteration 12Q: 3 clusters Score -152884.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -152886.218750 Penalty: 3617.336914
	Iteration 13Q: 3 clusters Score -152886.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -152886.781250 Penalty: 3617.336914
	Iteration 14Q: 3 clusters Score -152886.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -152888.656250 Penalty: 3617.336914
	Iteration 15Q: 3 clusters Score -152888.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -152888.656250 Penalty: 3617.336914
	Iteration 16F: 3 clusters Score -152888.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (14174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Entering Unmasked Estep 
Score: -1381775.500000 Penalty: 2370.672852
	Iteration 0F: 2 clusters Score -1381776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1371459.375000 Penalty: 4741.345703
	Iteration 0F: 3 clusters Score -1371459 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1374871.250000 Penalty: 4741.345703
	Iteration 1F: 3 clusters Score -1374871 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1375501.500000 Penalty: 4741.345703
	Iteration 2F: 3 clusters Score -1375502 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1376099.750000 Penalty: 4741.345703
	Iteration 3F: 3 clusters Score -1376100 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1376608.625000 Penalty: 4741.345703
	Iteration 4F: 3 clusters Score -1376609 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1377099.500000 Penalty: 4741.345703
	Iteration 5F: 3 clusters Score -1377100 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1377620.750000 Penalty: 4741.345703
	Iteration 6F: 3 clusters Score -1377621 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1378140.750000 Penalty: 4741.345703
	Iteration 7F: 3 clusters Score -1378141 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1378567.000000 Penalty: 4741.345703
	Iteration 8Q: 3 clusters Score -1378567 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1378895.500000 Penalty: 4741.345703
	Iteration 9Q: 3 clusters Score -1378896 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1379123.000000 Penalty: 4741.345703
	Iteration 10Q: 3 clusters Score -1379123 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1379265.000000 Penalty: 4741.345703
	Iteration 11Q: 3 clusters Score -1379265 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1379341.875000 Penalty: 4741.345703
	Iteration 12Q: 3 clusters Score -1379342 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1379385.875000 Penalty: 4741.345703
	Iteration 13Q: 3 clusters Score -1379386 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1379438.000000 Penalty: 4741.345703
	Iteration 14Q: 3 clusters Score -1379438 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1379471.875000 Penalty: 4741.345703
	Iteration 15Q: 3 clusters Score -1379472 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1379502.125000 Penalty: 4741.345703
	Iteration 16Q: 3 clusters Score -1379502 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1379515.000000 Penalty: 4741.345703
	Iteration 17Q: 3 clusters Score -1379515 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1379532.375000 Penalty: 4741.345703
	Iteration 18Q: 3 clusters Score -1379532 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1379550.625000 Penalty: 4741.345703
	Iteration 19Q: 3 clusters Score -1379551 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1379557.500000 Penalty: 4741.345703
	Iteration 20F: 3 clusters Score -1379558 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1379567.875000 Penalty: 4741.345703
	Iteration 21Q: 3 clusters Score -1379568 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1379567.500000 Penalty: 4741.345703
	Iteration 22Q: 3 clusters Score -1379568 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1379576.125000 Penalty: 4741.345703
	Iteration 23Q: 3 clusters Score -1379576 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1379581.375000 Penalty: 4741.345703
	Iteration 24Q: 3 clusters Score -1379581 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1379585.125000 Penalty: 4741.345703
	Iteration 25Q: 3 clusters Score -1379585 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1379592.250000 Penalty: 4741.345703
	Iteration 26Q: 3 clusters Score -1379592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1379593.125000 Penalty: 4741.345703
	Iteration 27Q: 3 clusters Score -1379593 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1379595.125000 Penalty: 4741.345703
	Iteration 28Q: 3 clusters Score -1379595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1379599.000000 Penalty: 4741.345703
	Iteration 29Q: 3 clusters Score -1379599 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1379599.375000 Penalty: 4741.345703
	Iteration 30Q: 3 clusters Score -1379599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1379602.625000 Penalty: 4741.345703
	Iteration 31Q: 3 clusters Score -1379603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1379603.000000 Penalty: 4741.345703
	Iteration 32Q: 3 clusters Score -1379603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1379602.125000 Penalty: 4741.345703
	Iteration 33Q: 3 clusters Score -1379602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1379602.875000 Penalty: 4741.345703
	Iteration 34Q: 3 clusters Score -1379603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1379602.250000 Penalty: 4741.345703
	Iteration 35Q: 3 clusters Score -1379602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1379599.375000 Penalty: 4741.345703
	Iteration 36Q: 3 clusters Score -1379599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1379599.875000 Penalty: 4741.345703
	Iteration 37Q: 3 clusters Score -1379600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1379600.750000 Penalty: 4741.345703
	Iteration 38Q: 3 clusters Score -1379601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1379600.750000 Penalty: 4741.345703
	Iteration 39F: 3 clusters Score -1379601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Entering Unmasked Estep 
Score: -368578.062500 Penalty: 2028.093506
	Iteration 0F: 2 clusters Score -368578.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -364992.000000 Penalty: 4056.187012
	Iteration 0F: 3 clusters Score -364992 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -365818.656250 Penalty: 4056.187012
	Iteration 1F: 3 clusters Score -365818.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -365988.968750 Penalty: 4056.187012
	Iteration 2F: 3 clusters Score -365989 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -366094.750000 Penalty: 4056.187012
	Iteration 3Q: 3 clusters Score -366094.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -366213.406250 Penalty: 4056.187012
	Iteration 4Q: 3 clusters Score -366213.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -366308.375000 Penalty: 4056.187012
	Iteration 5Q: 3 clusters Score -366308.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -366413.843750 Penalty: 4056.187012
	Iteration 6Q: 3 clusters Score -366413.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -366551.687500 Penalty: 4056.187012
	Iteration 7Q: 3 clusters Score -366551.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -366807.625000 Penalty: 4056.187012
	Iteration 8Q: 3 clusters Score -366807.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -367260.250000 Penalty: 4056.187012
	Iteration 9F: 3 clusters Score -367260.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -367642.875000 Penalty: 4056.187012
	Iteration 10F: 3 clusters Score -367642.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -367848.937500 Penalty: 4056.187012
	Iteration 11Q: 3 clusters Score -367848.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -367970.343750 Penalty: 4056.187012
	Iteration 12Q: 3 clusters Score -367970.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -368058.843750 Penalty: 4056.187012
	Iteration 13Q: 3 clusters Score -368058.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -368125.312500 Penalty: 4056.187012
	Iteration 14Q: 3 clusters Score -368125.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -368188.437500 Penalty: 4056.187012
	Iteration 15Q: 3 clusters Score -368188.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -368241.000000 Penalty: 4056.187012
	Iteration 16Q: 3 clusters Score -368241 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -368292.843750 Penalty: 4056.187012
	Iteration 17Q: 3 clusters Score -368292.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -368340.500000 Penalty: 4056.187012
	Iteration 18Q: 3 clusters Score -368340.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -368412.562500 Penalty: 4056.187012
	Iteration 19Q: 3 clusters Score -368412.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -368512.781250 Penalty: 4056.187012
	Iteration 20F: 3 clusters Score -368512.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -368584.718750 Penalty: 4056.187012
	Iteration 21Q: 3 clusters Score -368584.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -368667.937500 Penalty: 4056.187012
	Iteration 22Q: 3 clusters Score -368667.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -368759.593750 Penalty: 4056.187012
	Iteration 23Q: 3 clusters Score -368759.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -368881.812500 Penalty: 4056.187012
	Iteration 24Q: 3 clusters Score -368881.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -369044.468750 Penalty: 4056.187012
	Iteration 25Q: 3 clusters Score -369044.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -369153.312500 Penalty: 4056.187012
	Iteration 26Q: 3 clusters Score -369153.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -369173.906250 Penalty: 4056.187012
	Iteration 27Q: 3 clusters Score -369173.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -369176.093750 Penalty: 4056.187012
	Iteration 28Q: 3 clusters Score -369176.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -369176.093750 Penalty: 4056.187012
	Iteration 29F: 3 clusters Score -369176.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156940 members 
Mstep: Class 2 contains 2991 members 
Mstep: Class 3 contains 11860 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24793 members 
Mstep: Class 6 contains 72596 members 
Mstep: Class 7 contains 12330 members 
Mstep: Class 8 contains 1693 members 
Mstep: Class 9 contains 182237 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60112 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43647 members 
Mstep: Class 15 contains 12199 members 
Mstep: Class 16 contains 7538 members 
Mstep: Class 17 contains 25156 members 
Mstep: Class 18 contains 104241 members 
Mstep: Class 19 contains 3020 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 38282 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9023 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14283 members 
Mstep: Class 29 contains 22762 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13479 members 
Mstep: Class 32 contains 8059 members 
Mstep: Class 33 contains 67943 members 
Mstep: Class 34 contains 26186 members 
Mstep: Class 35 contains 15209 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18935 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14174 members 
Mstep: Class 44 contains 2698 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18810 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33324 members 
Mstep: Class 52 contains 7787 members 
Mstep: Class 53 contains 863 members 
Entering Unmasked Estep 
Score: -115181384.000000 Penalty: 182896.359375
Splitting cluster 44 changes total score from -115182168.000000 to -115181384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (5772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Entering Unmasked Estep 
Score: -623308.250000 Penalty: 2147.872070
	Iteration 0F: 2 clusters Score -623308.2 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 2845 members 
Entering Unmasked Estep 
Score: -618290.187500 Penalty: 4295.744141
	Iteration 0F: 3 clusters Score -618290.2 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -619474.062500 Penalty: 4295.744141
	Iteration 1F: 3 clusters Score -619474.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -619686.937500 Penalty: 4295.744141
	Iteration 2F: 3 clusters Score -619686.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -619812.437500 Penalty: 4295.744141
	Iteration 3Q: 3 clusters Score -619812.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -619886.437500 Penalty: 4295.744141
	Iteration 4Q: 3 clusters Score -619886.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -619945.375000 Penalty: 4295.744141
	Iteration 5Q: 3 clusters Score -619945.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -619998.687500 Penalty: 4295.744141
	Iteration 6Q: 3 clusters Score -619998.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -620047.062500 Penalty: 4295.744141
	Iteration 7Q: 3 clusters Score -620047.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -620087.500000 Penalty: 4295.744141
	Iteration 8Q: 3 clusters Score -620087.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -620122.062500 Penalty: 4295.744141
	Iteration 9Q: 3 clusters Score -620122.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -620161.000000 Penalty: 4295.744141
	Iteration 10Q: 3 clusters Score -620161 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -620194.937500 Penalty: 4295.744141
	Iteration 11Q: 3 clusters Score -620194.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -620222.062500 Penalty: 4295.744141
	Iteration 12Q: 3 clusters Score -620222.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -620253.625000 Penalty: 4295.744141
	Iteration 13Q: 3 clusters Score -620253.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -620295.125000 Penalty: 4295.744141
	Iteration 14Q: 3 clusters Score -620295.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -620336.875000 Penalty: 4295.744141
	Iteration 15Q: 3 clusters Score -620336.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -620377.187500 Penalty: 4295.744141
	Iteration 16Q: 3 clusters Score -620377.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -620418.625000 Penalty: 4295.744141
	Iteration 17Q: 3 clusters Score -620418.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -620462.250000 Penalty: 4295.744141
	Iteration 18Q: 3 clusters Score -620462.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -620520.437500 Penalty: 4295.744141
	Iteration 19Q: 3 clusters Score -620520.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -620586.437500 Penalty: 4295.744141
	Iteration 20F: 3 clusters Score -620586.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -620663.875000 Penalty: 4295.744141
	Iteration 21Q: 3 clusters Score -620663.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -620746.750000 Penalty: 4295.744141
	Iteration 22Q: 3 clusters Score -620746.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -620836.375000 Penalty: 4295.744141
	Iteration 23Q: 3 clusters Score -620836.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -620913.562500 Penalty: 4295.744141
	Iteration 24Q: 3 clusters Score -620913.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -620988.875000 Penalty: 4295.744141
	Iteration 25Q: 3 clusters Score -620988.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -621054.312500 Penalty: 4295.744141
	Iteration 26Q: 3 clusters Score -621054.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -621097.500000 Penalty: 4295.744141
	Iteration 27Q: 3 clusters Score -621097.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -621136.125000 Penalty: 4295.744141
	Iteration 28Q: 3 clusters Score -621136.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -621175.187500 Penalty: 4295.744141
	Iteration 29Q: 3 clusters Score -621175.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -621208.750000 Penalty: 4295.744141
	Iteration 30Q: 3 clusters Score -621208.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -621231.250000 Penalty: 4295.744141
	Iteration 31Q: 3 clusters Score -621231.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -621247.937500 Penalty: 4295.744141
	Iteration 32Q: 3 clusters Score -621247.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -621266.187500 Penalty: 4295.744141
	Iteration 33Q: 3 clusters Score -621266.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -621287.062500 Penalty: 4295.744141
	Iteration 34Q: 3 clusters Score -621287.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -621303.625000 Penalty: 4295.744141
	Iteration 35Q: 3 clusters Score -621303.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -621310.312500 Penalty: 4295.744141
	Iteration 36Q: 3 clusters Score -621310.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -621318.187500 Penalty: 4295.744141
	Iteration 37Q: 3 clusters Score -621318.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -621320.062500 Penalty: 4295.744141
	Iteration 38Q: 3 clusters Score -621320.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -621322.812500 Penalty: 4295.744141
	Iteration 39Q: 3 clusters Score -621322.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -621327.937500 Penalty: 4295.744141
	Iteration 40F: 3 clusters Score -621327.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -621328.187500 Penalty: 4295.744141
	Iteration 41Q: 3 clusters Score -621328.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -621329.750000 Penalty: 4295.744141
	Iteration 42Q: 3 clusters Score -621329.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -621331.250000 Penalty: 4295.744141
	Iteration 43Q: 3 clusters Score -621331.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -621333.125000 Penalty: 4295.744141
	Iteration 44Q: 3 clusters Score -621333.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -621334.437500 Penalty: 4295.744141
	Iteration 45Q: 3 clusters Score -621334.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -621334.875000 Penalty: 4295.744141
	Iteration 46Q: 3 clusters Score -621334.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -621334.875000 Penalty: 4295.744141
	Iteration 47F: 3 clusters Score -621334.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (3175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Entering Unmasked Estep 
Score: -338478.125000 Penalty: 1999.639526
	Iteration 0F: 2 clusters Score -338478.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -335084.500000 Penalty: 3999.279053
	Iteration 0F: 3 clusters Score -335084.5 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -335712.125000 Penalty: 3999.279053
	Iteration 1F: 3 clusters Score -335712.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -335877.250000 Penalty: 3999.279053
	Iteration 2F: 3 clusters Score -335877.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -335972.531250 Penalty: 3999.279053
	Iteration 3Q: 3 clusters Score -335972.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -336033.156250 Penalty: 3999.279053
	Iteration 4Q: 3 clusters Score -336033.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -336083.875000 Penalty: 3999.279053
	Iteration 5Q: 3 clusters Score -336083.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -336127.875000 Penalty: 3999.279053
	Iteration 6Q: 3 clusters Score -336127.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -336158.343750 Penalty: 3999.279053
	Iteration 7Q: 3 clusters Score -336158.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -336183.406250 Penalty: 3999.279053
	Iteration 8Q: 3 clusters Score -336183.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -336203.531250 Penalty: 3999.279053
	Iteration 9Q: 3 clusters Score -336203.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -336215.000000 Penalty: 3999.279053
	Iteration 10Q: 3 clusters Score -336215 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -336226.781250 Penalty: 3999.279053
	Iteration 11Q: 3 clusters Score -336226.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -336237.250000 Penalty: 3999.279053
	Iteration 12Q: 3 clusters Score -336237.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -336252.468750 Penalty: 3999.279053
	Iteration 13Q: 3 clusters Score -336252.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -336266.062500 Penalty: 3999.279053
	Iteration 14Q: 3 clusters Score -336266.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -336273.343750 Penalty: 3999.279053
	Iteration 15Q: 3 clusters Score -336273.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -336284.687500 Penalty: 3999.279053
	Iteration 16Q: 3 clusters Score -336284.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -336294.187500 Penalty: 3999.279053
	Iteration 17Q: 3 clusters Score -336294.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -336298.375000 Penalty: 3999.279053
	Iteration 18Q: 3 clusters Score -336298.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -336303.906250 Penalty: 3999.279053
	Iteration 19Q: 3 clusters Score -336303.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -336308.656250 Penalty: 3999.279053
	Iteration 20F: 3 clusters Score -336308.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -336319.437500 Penalty: 3999.279053
	Iteration 21Q: 3 clusters Score -336319.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -336329.656250 Penalty: 3999.279053
	Iteration 22Q: 3 clusters Score -336329.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -336344.156250 Penalty: 3999.279053
	Iteration 23Q: 3 clusters Score -336344.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -336359.343750 Penalty: 3999.279053
	Iteration 24Q: 3 clusters Score -336359.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -336374.218750 Penalty: 3999.279053
	Iteration 25Q: 3 clusters Score -336374.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -336388.156250 Penalty: 3999.279053
	Iteration 26Q: 3 clusters Score -336388.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -336407.093750 Penalty: 3999.279053
	Iteration 27Q: 3 clusters Score -336407.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -336424.343750 Penalty: 3999.279053
	Iteration 28Q: 3 clusters Score -336424.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -336444.125000 Penalty: 3999.279053
	Iteration 29Q: 3 clusters Score -336444.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -336465.250000 Penalty: 3999.279053
	Iteration 30Q: 3 clusters Score -336465.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -336488.406250 Penalty: 3999.279053
	Iteration 31Q: 3 clusters Score -336488.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -336515.281250 Penalty: 3999.279053
	Iteration 32Q: 3 clusters Score -336515.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -336542.562500 Penalty: 3999.279053
	Iteration 33Q: 3 clusters Score -336542.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -336571.531250 Penalty: 3999.279053
	Iteration 34Q: 3 clusters Score -336571.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -336601.281250 Penalty: 3999.279053
	Iteration 35Q: 3 clusters Score -336601.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -336631.156250 Penalty: 3999.279053
	Iteration 36Q: 3 clusters Score -336631.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -336662.281250 Penalty: 3999.279053
	Iteration 37Q: 3 clusters Score -336662.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -336698.968750 Penalty: 3999.279053
	Iteration 38Q: 3 clusters Score -336699 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -336739.906250 Penalty: 3999.279053
	Iteration 39Q: 3 clusters Score -336739.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -336777.687500 Penalty: 3999.279053
	Iteration 40F: 3 clusters Score -336777.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -336816.031250 Penalty: 3999.279053
	Iteration 41Q: 3 clusters Score -336816 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -336850.593750 Penalty: 3999.279053
	Iteration 42Q: 3 clusters Score -336850.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -336875.343750 Penalty: 3999.279053
	Iteration 43Q: 3 clusters Score -336875.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -336897.593750 Penalty: 3999.279053
	Iteration 44Q: 3 clusters Score -336897.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -336923.812500 Penalty: 3999.279053
	Iteration 45Q: 3 clusters Score -336923.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -336948.000000 Penalty: 3999.279053
	Iteration 46Q: 3 clusters Score -336948 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -336967.812500 Penalty: 3999.279053
	Iteration 47Q: 3 clusters Score -336967.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -336979.906250 Penalty: 3999.279053
	Iteration 48Q: 3 clusters Score -336979.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -336988.437500 Penalty: 3999.279053
	Iteration 49Q: 3 clusters Score -336988.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -336997.187500 Penalty: 3999.279053
	Iteration 50Q: 3 clusters Score -336997.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -337004.562500 Penalty: 3999.279053
	Iteration 51Q: 3 clusters Score -337004.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -337010.031250 Penalty: 3999.279053
	Iteration 52Q: 3 clusters Score -337010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -337015.593750 Penalty: 3999.279053
	Iteration 53Q: 3 clusters Score -337015.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -337023.843750 Penalty: 3999.279053
	Iteration 54Q: 3 clusters Score -337023.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -337030.312500 Penalty: 3999.279053
	Iteration 55Q: 3 clusters Score -337030.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -337032.875000 Penalty: 3999.279053
	Iteration 56Q: 3 clusters Score -337032.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -337036.093750 Penalty: 3999.279053
	Iteration 57Q: 3 clusters Score -337036.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -337037.593750 Penalty: 3999.279053
	Iteration 58Q: 3 clusters Score -337037.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -337040.625000 Penalty: 3999.279053
	Iteration 59Q: 3 clusters Score -337040.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -337041.312500 Penalty: 3999.279053
	Iteration 60F: 3 clusters Score -337041.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -337043.500000 Penalty: 3999.279053
	Iteration 61Q: 3 clusters Score -337043.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -337045.062500 Penalty: 3999.279053
	Iteration 62Q: 3 clusters Score -337045.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -337047.406250 Penalty: 3999.279053
	Iteration 63Q: 3 clusters Score -337047.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -337048.843750 Penalty: 3999.279053
	Iteration 64Q: 3 clusters Score -337048.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -337049.156250 Penalty: 3999.279053
	Iteration 65Q: 3 clusters Score -337049.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -337050.531250 Penalty: 3999.279053
	Iteration 66Q: 3 clusters Score -337050.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -337051.218750 Penalty: 3999.279053
	Iteration 67Q: 3 clusters Score -337051.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -337053.343750 Penalty: 3999.279053
	Iteration 68Q: 3 clusters Score -337053.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -337053.250000 Penalty: 3999.279053
	Iteration 69Q: 3 clusters Score -337053.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -337053.625000 Penalty: 3999.279053
	Iteration 70Q: 3 clusters Score -337053.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -337054.906250 Penalty: 3999.279053
	Iteration 71Q: 3 clusters Score -337054.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -337054.906250 Penalty: 3999.279053
	Iteration 72F: 3 clusters Score -337054.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (18810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Entering Unmasked Estep 
Score: -1863043.875000 Penalty: 2440.851807
	Iteration 0F: 2 clusters Score -1863044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1849793.750000 Penalty: 4881.703613
	Iteration 0F: 3 clusters Score -1849794 nChanged 8293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1854705.750000 Penalty: 4881.703613
	Iteration 1F: 3 clusters Score -1854706 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1855592.875000 Penalty: 4881.703613
	Iteration 2F: 3 clusters Score -1855593 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1856509.750000 Penalty: 4881.703613
	Iteration 3F: 3 clusters Score -1856510 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1857375.250000 Penalty: 4881.703613
	Iteration 4F: 3 clusters Score -1857375 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1858142.250000 Penalty: 4881.703613
	Iteration 5F: 3 clusters Score -1858142 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1858814.250000 Penalty: 4881.703613
	Iteration 6F: 3 clusters Score -1858814 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1859322.375000 Penalty: 4881.703613
	Iteration 7Q: 3 clusters Score -1859322 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1859664.000000 Penalty: 4881.703613
	Iteration 8Q: 3 clusters Score -1859664 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1859872.125000 Penalty: 4881.703613
	Iteration 9Q: 3 clusters Score -1859872 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1860024.875000 Penalty: 4881.703613
	Iteration 10Q: 3 clusters Score -1860025 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1860131.875000 Penalty: 4881.703613
	Iteration 11Q: 3 clusters Score -1860132 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1860226.750000 Penalty: 4881.703613
	Iteration 12Q: 3 clusters Score -1860227 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1860316.000000 Penalty: 4881.703613
	Iteration 13Q: 3 clusters Score -1860316 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -1860401.375000 Penalty: 4881.703613
	Iteration 14Q: 3 clusters Score -1860401 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -1860473.000000 Penalty: 4881.703613
	Iteration 15Q: 3 clusters Score -1860473 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -1860528.000000 Penalty: 4881.703613
	Iteration 16Q: 3 clusters Score -1860528 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1860576.875000 Penalty: 4881.703613
	Iteration 17Q: 3 clusters Score -1860577 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -1860613.375000 Penalty: 4881.703613
	Iteration 18Q: 3 clusters Score -1860613 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1860653.625000 Penalty: 4881.703613
	Iteration 19Q: 3 clusters Score -1860654 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -1860689.625000 Penalty: 4881.703613
	Iteration 20F: 3 clusters Score -1860690 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -1860725.875000 Penalty: 4881.703613
	Iteration 21Q: 3 clusters Score -1860726 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -1860757.000000 Penalty: 4881.703613
	Iteration 22Q: 3 clusters Score -1860757 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -1860787.125000 Penalty: 4881.703613
	Iteration 23Q: 3 clusters Score -1860787 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -1860817.375000 Penalty: 4881.703613
	Iteration 24Q: 3 clusters Score -1860817 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -1860854.250000 Penalty: 4881.703613
	Iteration 25Q: 3 clusters Score -1860854 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -1860876.500000 Penalty: 4881.703613
	Iteration 26Q: 3 clusters Score -1860876 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -1860921.125000 Penalty: 4881.703613
	Iteration 27Q: 3 clusters Score -1860921 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -1860953.375000 Penalty: 4881.703613
	Iteration 28Q: 3 clusters Score -1860953 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -1860982.625000 Penalty: 4881.703613
	Iteration 29Q: 3 clusters Score -1860983 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -1861009.750000 Penalty: 4881.703613
	Iteration 30Q: 3 clusters Score -1861010 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -1861034.750000 Penalty: 4881.703613
	Iteration 31Q: 3 clusters Score -1861035 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -1861062.250000 Penalty: 4881.703613
	Iteration 32Q: 3 clusters Score -1861062 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -1861084.250000 Penalty: 4881.703613
	Iteration 33Q: 3 clusters Score -1861084 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -1861101.750000 Penalty: 4881.703613
	Iteration 34Q: 3 clusters Score -1861102 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -1861127.375000 Penalty: 4881.703613
	Iteration 35Q: 3 clusters Score -1861127 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -1861145.000000 Penalty: 4881.703613
	Iteration 36Q: 3 clusters Score -1861145 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -1861181.000000 Penalty: 4881.703613
	Iteration 37Q: 3 clusters Score -1861181 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -1861210.500000 Penalty: 4881.703613
	Iteration 38Q: 3 clusters Score -1861210 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -1861238.500000 Penalty: 4881.703613
	Iteration 39Q: 3 clusters Score -1861238 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -1861261.375000 Penalty: 4881.703613
	Iteration 40F: 3 clusters Score -1861261 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -1861273.500000 Penalty: 4881.703613
	Iteration 41Q: 3 clusters Score -1861274 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -1861289.875000 Penalty: 4881.703613
	Iteration 42Q: 3 clusters Score -1861290 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -1861307.375000 Penalty: 4881.703613
	Iteration 43Q: 3 clusters Score -1861307 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -1861315.875000 Penalty: 4881.703613
	Iteration 44Q: 3 clusters Score -1861316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -1861320.250000 Penalty: 4881.703613
	Iteration 45Q: 3 clusters Score -1861320 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -1861335.750000 Penalty: 4881.703613
	Iteration 46Q: 3 clusters Score -1861336 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -1861342.000000 Penalty: 4881.703613
	Iteration 47Q: 3 clusters Score -1861342 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -1861344.250000 Penalty: 4881.703613
	Iteration 48Q: 3 clusters Score -1861344 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -1861356.875000 Penalty: 4881.703613
	Iteration 49Q: 3 clusters Score -1861357 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -1861366.625000 Penalty: 4881.703613
	Iteration 50Q: 3 clusters Score -1861367 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -1861370.750000 Penalty: 4881.703613
	Iteration 51Q: 3 clusters Score -1861371 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -1861370.750000 Penalty: 4881.703613
	Iteration 52Q: 3 clusters Score -1861371 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -1861376.250000 Penalty: 4881.703613
	Iteration 53Q: 3 clusters Score -1861376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -1861386.625000 Penalty: 4881.703613
	Iteration 54Q: 3 clusters Score -1861387 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -1861387.750000 Penalty: 4881.703613
	Iteration 55Q: 3 clusters Score -1861388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -1861397.875000 Penalty: 4881.703613
	Iteration 56Q: 3 clusters Score -1861398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -1861404.875000 Penalty: 4881.703613
	Iteration 57Q: 3 clusters Score -1861405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -1861402.750000 Penalty: 4881.703613
	Iteration 58Q: 3 clusters Score -1861403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -1861409.750000 Penalty: 4881.703613
	Iteration 59Q: 3 clusters Score -1861410 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -1861418.375000 Penalty: 4881.703613
	Iteration 60F: 3 clusters Score -1861418 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -1861420.750000 Penalty: 4881.703613
	Iteration 61Q: 3 clusters Score -1861421 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -1861424.750000 Penalty: 4881.703613
	Iteration 62Q: 3 clusters Score -1861425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -1861427.500000 Penalty: 4881.703613
	Iteration 63Q: 3 clusters Score -1861428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -1861427.625000 Penalty: 4881.703613
	Iteration 64Q: 3 clusters Score -1861428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -1861434.000000 Penalty: 4881.703613
	Iteration 65Q: 3 clusters Score -1861434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -1861439.625000 Penalty: 4881.703613
	Iteration 66Q: 3 clusters Score -1861440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -1861443.250000 Penalty: 4881.703613
	Iteration 67Q: 3 clusters Score -1861443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -1861445.750000 Penalty: 4881.703613
	Iteration 68Q: 3 clusters Score -1861446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -1861450.375000 Penalty: 4881.703613
	Iteration 69Q: 3 clusters Score -1861450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -1861455.500000 Penalty: 4881.703613
	Iteration 70Q: 3 clusters Score -1861456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -1861455.750000 Penalty: 4881.703613
	Iteration 71Q: 3 clusters Score -1861456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -1861458.125000 Penalty: 4881.703613
	Iteration 72Q: 3 clusters Score -1861458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -1861463.500000 Penalty: 4881.703613
	Iteration 73Q: 3 clusters Score -1861464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -1861471.000000 Penalty: 4881.703613
	Iteration 74Q: 3 clusters Score -1861471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -1861470.250000 Penalty: 4881.703613
	Iteration 75Q: 3 clusters Score -1861470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -1861474.125000 Penalty: 4881.703613
	Iteration 76Q: 3 clusters Score -1861474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -1861469.625000 Penalty: 4881.703613
	Iteration 77Q: 3 clusters Score -1861470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -1861473.125000 Penalty: 4881.703613
	Iteration 78Q: 3 clusters Score -1861473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -1861472.750000 Penalty: 4881.703613
	Iteration 79Q: 3 clusters Score -1861473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -1861473.500000 Penalty: 4881.703613
	Iteration 80F: 3 clusters Score -1861474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -1861473.875000 Penalty: 4881.703613
	Iteration 81Q: 3 clusters Score -1861474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -1861474.625000 Penalty: 4881.703613
	Iteration 82Q: 3 clusters Score -1861475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -1861478.125000 Penalty: 4881.703613
	Iteration 83Q: 3 clusters Score -1861478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -1861477.875000 Penalty: 4881.703613
	Iteration 84Q: 3 clusters Score -1861478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -1861480.500000 Penalty: 4881.703613
	Iteration 85Q: 3 clusters Score -1861480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -1861480.000000 Penalty: 4881.703613
	Iteration 86Q: 3 clusters Score -1861480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -1861481.625000 Penalty: 4881.703613
	Iteration 87Q: 3 clusters Score -1861482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -1861479.625000 Penalty: 4881.703613
	Iteration 88Q: 3 clusters Score -1861480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -1861478.875000 Penalty: 4881.703613
	Iteration 89Q: 3 clusters Score -1861479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -1861481.375000 Penalty: 4881.703613
	Iteration 90Q: 3 clusters Score -1861481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -1861479.750000 Penalty: 4881.703613
	Iteration 91Q: 3 clusters Score -1861480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -1861481.875000 Penalty: 4881.703613
	Iteration 92Q: 3 clusters Score -1861482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -1861479.625000 Penalty: 4881.703613
	Iteration 93Q: 3 clusters Score -1861480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -1861479.625000 Penalty: 4881.703613
	Iteration 94F: 3 clusters Score -1861480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (3617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Entering Unmasked Estep 
Score: -344229.562500 Penalty: 2031.963257
	Iteration 0F: 2 clusters Score -344229.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -340606.531250 Penalty: 4063.926514
	Iteration 0F: 3 clusters Score -340606.5 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -341542.593750 Penalty: 4063.926514
	Iteration 1F: 3 clusters Score -341542.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -341896.281250 Penalty: 4063.926514
	Iteration 2F: 3 clusters Score -341896.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -342161.593750 Penalty: 4063.926514
	Iteration 3F: 3 clusters Score -342161.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -342421.875000 Penalty: 4063.926514
	Iteration 4F: 3 clusters Score -342421.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -342583.343750 Penalty: 4063.926514
	Iteration 5Q: 3 clusters Score -342583.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -342718.500000 Penalty: 4063.926514
	Iteration 6Q: 3 clusters Score -342718.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -342840.937500 Penalty: 4063.926514
	Iteration 7Q: 3 clusters Score -342840.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -342922.187500 Penalty: 4063.926514
	Iteration 8Q: 3 clusters Score -342922.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -342981.281250 Penalty: 4063.926514
	Iteration 9Q: 3 clusters Score -342981.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -343036.093750 Penalty: 4063.926514
	Iteration 10Q: 3 clusters Score -343036.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -343091.156250 Penalty: 4063.926514
	Iteration 11Q: 3 clusters Score -343091.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -343143.062500 Penalty: 4063.926514
	Iteration 12Q: 3 clusters Score -343143.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -343165.875000 Penalty: 4063.926514
	Iteration 13Q: 3 clusters Score -343165.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -343181.562500 Penalty: 4063.926514
	Iteration 14Q: 3 clusters Score -343181.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -343202.812500 Penalty: 4063.926514
	Iteration 15Q: 3 clusters Score -343202.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -343222.375000 Penalty: 4063.926514
	Iteration 16Q: 3 clusters Score -343222.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -343239.250000 Penalty: 4063.926514
	Iteration 17Q: 3 clusters Score -343239.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -343249.968750 Penalty: 4063.926514
	Iteration 18Q: 3 clusters Score -343250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -343259.906250 Penalty: 4063.926514
	Iteration 19Q: 3 clusters Score -343259.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -343267.343750 Penalty: 4063.926514
	Iteration 20F: 3 clusters Score -343267.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -343274.468750 Penalty: 4063.926514
	Iteration 21Q: 3 clusters Score -343274.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -343280.250000 Penalty: 4063.926514
	Iteration 22Q: 3 clusters Score -343280.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -343284.343750 Penalty: 4063.926514
	Iteration 23Q: 3 clusters Score -343284.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -343289.656250 Penalty: 4063.926514
	Iteration 24Q: 3 clusters Score -343289.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -343293.000000 Penalty: 4063.926514
	Iteration 25Q: 3 clusters Score -343293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -343293.406250 Penalty: 4063.926514
	Iteration 26Q: 3 clusters Score -343293.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -343293.687500 Penalty: 4063.926514
	Iteration 27Q: 3 clusters Score -343293.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -343294.531250 Penalty: 4063.926514
	Iteration 28Q: 3 clusters Score -343294.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -343296.250000 Penalty: 4063.926514
	Iteration 29Q: 3 clusters Score -343296.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -343296.218750 Penalty: 4063.926514
	Iteration 30Q: 3 clusters Score -343296.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -343297.968750 Penalty: 4063.926514
	Iteration 31Q: 3 clusters Score -343298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -343298.843750 Penalty: 4063.926514
	Iteration 32Q: 3 clusters Score -343298.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -343298.843750 Penalty: 4063.926514
	Iteration 33F: 3 clusters Score -343298.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Entering Unmasked Estep 
Score: -168144.468750 Penalty: 1835.202393
	Iteration 0F: 2 clusters Score -168144.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -165753.218750 Penalty: 3670.404785
	Iteration 0F: 3 clusters Score -165753.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -166121.312500 Penalty: 3670.404785
	Iteration 1F: 3 clusters Score -166121.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -166244.781250 Penalty: 3670.404785
	Iteration 2F: 3 clusters Score -166244.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -166341.515625 Penalty: 3670.404785
	Iteration 3Q: 3 clusters Score -166341.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -166428.890625 Penalty: 3670.404785
	Iteration 4Q: 3 clusters Score -166428.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -166596.812500 Penalty: 3670.404785
	Iteration 5Q: 3 clusters Score -166596.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -166884.343750 Penalty: 3670.404785
	Iteration 6Q: 3 clusters Score -166884.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -167384.250000 Penalty: 3670.404785
	Iteration 7F: 3 clusters Score -167384.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -167590.156250 Penalty: 3670.404785
	Iteration 8F: 3 clusters Score -167590.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -167735.265625 Penalty: 3670.404785
	Iteration 9F: 3 clusters Score -167735.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -167836.968750 Penalty: 3670.404785
	Iteration 10Q: 3 clusters Score -167837 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -167917.500000 Penalty: 3670.404785
	Iteration 11Q: 3 clusters Score -167917.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -167976.546875 Penalty: 3670.404785
	Iteration 12Q: 3 clusters Score -167976.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -168019.000000 Penalty: 3670.404785
	Iteration 13Q: 3 clusters Score -168019 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -168068.781250 Penalty: 3670.404785
	Iteration 14Q: 3 clusters Score -168068.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -168100.937500 Penalty: 3670.404785
	Iteration 15Q: 3 clusters Score -168100.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -168121.000000 Penalty: 3670.404785
	Iteration 16Q: 3 clusters Score -168121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -168139.421875 Penalty: 3670.404785
	Iteration 17Q: 3 clusters Score -168139.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -168177.062500 Penalty: 3670.404785
	Iteration 18Q: 3 clusters Score -168177.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -168232.484375 Penalty: 3670.404785
	Iteration 19Q: 3 clusters Score -168232.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -168300.031250 Penalty: 3670.404785
	Iteration 20F: 3 clusters Score -168300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -168440.937500 Penalty: 3670.404785
	Iteration 21Q: 3 clusters Score -168440.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -168531.218750 Penalty: 3670.404785
	Iteration 22Q: 3 clusters Score -168531.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -168550.250000 Penalty: 3670.404785
	Iteration 23Q: 3 clusters Score -168550.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -168560.984375 Penalty: 3670.404785
	Iteration 24Q: 3 clusters Score -168561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -168560.984375 Penalty: 3670.404785
	Iteration 25F: 3 clusters Score -168561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156940 members 
Mstep: Class 2 contains 2991 members 
Mstep: Class 3 contains 11860 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24793 members 
Mstep: Class 6 contains 72596 members 
Mstep: Class 7 contains 12330 members 
Mstep: Class 8 contains 1693 members 
Mstep: Class 9 contains 182237 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60112 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43647 members 
Mstep: Class 15 contains 12199 members 
Mstep: Class 16 contains 7538 members 
Mstep: Class 17 contains 25156 members 
Mstep: Class 18 contains 104241 members 
Mstep: Class 19 contains 3020 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 38282 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9023 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14283 members 
Mstep: Class 29 contains 22762 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13479 members 
Mstep: Class 32 contains 8059 members 
Mstep: Class 33 contains 67943 members 
Mstep: Class 34 contains 26186 members 
Mstep: Class 35 contains 15209 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18935 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14174 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18810 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 361 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33324 members 
Mstep: Class 52 contains 7787 members 
Mstep: Class 53 contains 1275 members 
Entering Unmasked Estep 
Score: -115180752.000000 Penalty: 182896.359375
Splitting cluster 49 changes total score from -115182168.000000 to -115180752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 50 (1951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Entering Unmasked Estep 
Score: -208442.546875 Penalty: 1878.872192
	Iteration 0F: 2 clusters Score -208442.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -205905.703125 Penalty: 3757.744385
	Iteration 0F: 3 clusters Score -205905.7 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -206366.265625 Penalty: 3757.744385
	Iteration 1F: 3 clusters Score -206366.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -206497.421875 Penalty: 3757.744385
	Iteration 2F: 3 clusters Score -206497.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -206561.593750 Penalty: 3757.744385
	Iteration 3Q: 3 clusters Score -206561.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -206592.328125 Penalty: 3757.744385
	Iteration 4Q: 3 clusters Score -206592.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -206613.656250 Penalty: 3757.744385
	Iteration 5Q: 3 clusters Score -206613.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -206635.890625 Penalty: 3757.744385
	Iteration 6Q: 3 clusters Score -206635.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -206649.296875 Penalty: 3757.744385
	Iteration 7Q: 3 clusters Score -206649.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -206663.640625 Penalty: 3757.744385
	Iteration 8Q: 3 clusters Score -206663.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -206685.484375 Penalty: 3757.744385
	Iteration 9Q: 3 clusters Score -206685.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -206703.281250 Penalty: 3757.744385
	Iteration 10Q: 3 clusters Score -206703.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -206717.093750 Penalty: 3757.744385
	Iteration 11Q: 3 clusters Score -206717.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -206734.546875 Penalty: 3757.744385
	Iteration 12Q: 3 clusters Score -206734.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -206748.921875 Penalty: 3757.744385
	Iteration 13Q: 3 clusters Score -206748.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -206765.718750 Penalty: 3757.744385
	Iteration 14Q: 3 clusters Score -206765.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -206780.671875 Penalty: 3757.744385
	Iteration 15Q: 3 clusters Score -206780.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -206793.453125 Penalty: 3757.744385
	Iteration 16Q: 3 clusters Score -206793.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -206805.328125 Penalty: 3757.744385
	Iteration 17Q: 3 clusters Score -206805.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -206815.187500 Penalty: 3757.744385
	Iteration 18Q: 3 clusters Score -206815.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -206819.421875 Penalty: 3757.744385
	Iteration 19Q: 3 clusters Score -206819.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -206821.468750 Penalty: 3757.744385
	Iteration 20F: 3 clusters Score -206821.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -206823.765625 Penalty: 3757.744385
	Iteration 21Q: 3 clusters Score -206823.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -206824.812500 Penalty: 3757.744385
	Iteration 22Q: 3 clusters Score -206824.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -206826.312500 Penalty: 3757.744385
	Iteration 23Q: 3 clusters Score -206826.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -206828.265625 Penalty: 3757.744385
	Iteration 24Q: 3 clusters Score -206828.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -206829.953125 Penalty: 3757.744385
	Iteration 25Q: 3 clusters Score -206830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -206831.937500 Penalty: 3757.744385
	Iteration 26Q: 3 clusters Score -206831.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -206833.046875 Penalty: 3757.744385
	Iteration 27Q: 3 clusters Score -206833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -206834.281250 Penalty: 3757.744385
	Iteration 28Q: 3 clusters Score -206834.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -206836.546875 Penalty: 3757.744385
	Iteration 29Q: 3 clusters Score -206836.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -206837.515625 Penalty: 3757.744385
	Iteration 30Q: 3 clusters Score -206837.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -206837.515625 Penalty: 3757.744385
	Iteration 31F: 3 clusters Score -206837.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (33324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Entering Unmasked Estep 
Score: -3615262.250000 Penalty: 2582.680176
	Iteration 0F: 2 clusters Score -3615262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -3592610.750000 Penalty: 5165.360352
	Iteration 0F: 3 clusters Score -3592611 nChanged 15083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -3601039.000000 Penalty: 5165.360352
	Iteration 1F: 3 clusters Score -3601039 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -3601928.500000 Penalty: 5165.360352
	Iteration 2F: 3 clusters Score -3601928 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -3603039.000000 Penalty: 5165.360352
	Iteration 3F: 3 clusters Score -3603039 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -3604576.250000 Penalty: 5165.360352
	Iteration 4F: 3 clusters Score -3604576 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -3606511.500000 Penalty: 5165.360352
	Iteration 5F: 3 clusters Score -3606512 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -3608395.250000 Penalty: 5165.360352
	Iteration 6F: 3 clusters Score -3608395 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -3610011.750000 Penalty: 5165.360352
	Iteration 7F: 3 clusters Score -3610012 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -3611190.000000 Penalty: 5165.360352
	Iteration 8Q: 3 clusters Score -3611190 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -3611975.750000 Penalty: 5165.360352
	Iteration 9Q: 3 clusters Score -3611976 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -3612427.000000 Penalty: 5165.360352
	Iteration 10Q: 3 clusters Score -3612427 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -3612757.500000 Penalty: 5165.360352
	Iteration 11Q: 3 clusters Score -3612758 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -3612965.750000 Penalty: 5165.360352
	Iteration 12Q: 3 clusters Score -3612966 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -3613129.250000 Penalty: 5165.360352
	Iteration 13Q: 3 clusters Score -3613129 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -3613235.750000 Penalty: 5165.360352
	Iteration 14Q: 3 clusters Score -3613236 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -3613349.750000 Penalty: 5165.360352
	Iteration 15Q: 3 clusters Score -3613350 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -3613404.750000 Penalty: 5165.360352
	Iteration 16Q: 3 clusters Score -3613405 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -3613443.750000 Penalty: 5165.360352
	Iteration 17Q: 3 clusters Score -3613444 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -3613477.750000 Penalty: 5165.360352
	Iteration 18Q: 3 clusters Score -3613478 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -3613498.250000 Penalty: 5165.360352
	Iteration 19Q: 3 clusters Score -3613498 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -3613523.750000 Penalty: 5165.360352
	Iteration 20F: 3 clusters Score -3613524 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -3613537.250000 Penalty: 5165.360352
	Iteration 21Q: 3 clusters Score -3613537 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -3613570.250000 Penalty: 5165.360352
	Iteration 22Q: 3 clusters Score -3613570 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -3613606.000000 Penalty: 5165.360352
	Iteration 23Q: 3 clusters Score -3613606 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -3613623.500000 Penalty: 5165.360352
	Iteration 24Q: 3 clusters Score -3613624 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -3613651.250000 Penalty: 5165.360352
	Iteration 25Q: 3 clusters Score -3613651 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -3613667.000000 Penalty: 5165.360352
	Iteration 26Q: 3 clusters Score -3613667 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -3613684.750000 Penalty: 5165.360352
	Iteration 27Q: 3 clusters Score -3613685 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -3613687.250000 Penalty: 5165.360352
	Iteration 28Q: 3 clusters Score -3613687 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -3613691.250000 Penalty: 5165.360352
	Iteration 29Q: 3 clusters Score -3613691 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -3613684.500000 Penalty: 5165.360352
	Iteration 30Q: 3 clusters Score -3613684 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -3613679.750000 Penalty: 5165.360352
	Iteration 31Q: 3 clusters Score -3613680 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -3613691.250000 Penalty: 5165.360352
	Iteration 32Q: 3 clusters Score -3613691 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -3613693.750000 Penalty: 5165.360352
	Iteration 33Q: 3 clusters Score -3613694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -3613692.750000 Penalty: 5165.360352
	Iteration 34Q: 3 clusters Score -3613693 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -3613693.750000 Penalty: 5165.360352
	Iteration 35Q: 3 clusters Score -3613694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -3613698.250000 Penalty: 5165.360352
	Iteration 36Q: 3 clusters Score -3613698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -3613697.000000 Penalty: 5165.360352
	Iteration 37Q: 3 clusters Score -3613697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -3613707.500000 Penalty: 5165.360352
	Iteration 38Q: 3 clusters Score -3613708 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -3613705.250000 Penalty: 5165.360352
	Iteration 39Q: 3 clusters Score -3613705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -3613713.000000 Penalty: 5165.360352
	Iteration 40F: 3 clusters Score -3613713 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -3613713.500000 Penalty: 5165.360352
	Iteration 41Q: 3 clusters Score -3613714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -3613708.750000 Penalty: 5165.360352
	Iteration 42Q: 3 clusters Score -3613709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -3613708.000000 Penalty: 5165.360352
	Iteration 43Q: 3 clusters Score -3613708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -3613710.250000 Penalty: 5165.360352
	Iteration 44Q: 3 clusters Score -3613710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -3613714.750000 Penalty: 5165.360352
	Iteration 45Q: 3 clusters Score -3613715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -3613715.000000 Penalty: 5165.360352
	Iteration 46Q: 3 clusters Score -3613715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -3613719.750000 Penalty: 5165.360352
	Iteration 47Q: 3 clusters Score -3613720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -3613714.250000 Penalty: 5165.360352
	Iteration 48Q: 3 clusters Score -3613714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -3613712.250000 Penalty: 5165.360352
	Iteration 49Q: 3 clusters Score -3613712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -3613709.750000 Penalty: 5165.360352
	Iteration 50Q: 3 clusters Score -3613710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -3613713.500000 Penalty: 5165.360352
	Iteration 51Q: 3 clusters Score -3613714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 26413 members 
Entering Unmasked Estep 
Score: -3613710.500000 Penalty: 5165.360352
	Iteration 52Q: 3 clusters Score -3613710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -3613711.750000 Penalty: 5165.360352
	Iteration 53Q: 3 clusters Score -3613712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -3613715.250000 Penalty: 5165.360352
	Iteration 54Q: 3 clusters Score -3613715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -3613715.250000 Penalty: 5165.360352
	Iteration 55F: 3 clusters Score -3613715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (7787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Entering Unmasked Estep 
Score: -846442.187500 Penalty: 2222.132324
	Iteration 0F: 2 clusters Score -846442.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -840122.812500 Penalty: 4444.264648
	Iteration 0F: 3 clusters Score -840122.8 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -841920.812500 Penalty: 4444.264648
	Iteration 1F: 3 clusters Score -841920.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -842180.562500 Penalty: 4444.264648
	Iteration 2F: 3 clusters Score -842180.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -842324.750000 Penalty: 4444.264648
	Iteration 3Q: 3 clusters Score -842324.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -842419.437500 Penalty: 4444.264648
	Iteration 4Q: 3 clusters Score -842419.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -842485.312500 Penalty: 4444.264648
	Iteration 5Q: 3 clusters Score -842485.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -842541.437500 Penalty: 4444.264648
	Iteration 6Q: 3 clusters Score -842541.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -842591.750000 Penalty: 4444.264648
	Iteration 7Q: 3 clusters Score -842591.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -842626.000000 Penalty: 4444.264648
	Iteration 8Q: 3 clusters Score -842626 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -842664.500000 Penalty: 4444.264648
	Iteration 9Q: 3 clusters Score -842664.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -842691.875000 Penalty: 4444.264648
	Iteration 10Q: 3 clusters Score -842691.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -842718.812500 Penalty: 4444.264648
	Iteration 11Q: 3 clusters Score -842718.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -842745.437500 Penalty: 4444.264648
	Iteration 12Q: 3 clusters Score -842745.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -842775.125000 Penalty: 4444.264648
	Iteration 13Q: 3 clusters Score -842775.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -842804.187500 Penalty: 4444.264648
	Iteration 14Q: 3 clusters Score -842804.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -842829.500000 Penalty: 4444.264648
	Iteration 15Q: 3 clusters Score -842829.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -842859.687500 Penalty: 4444.264648
	Iteration 16Q: 3 clusters Score -842859.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -842885.750000 Penalty: 4444.264648
	Iteration 17Q: 3 clusters Score -842885.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -842914.000000 Penalty: 4444.264648
	Iteration 18Q: 3 clusters Score -842914 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -842945.312500 Penalty: 4444.264648
	Iteration 19Q: 3 clusters Score -842945.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -842985.437500 Penalty: 4444.264648
	Iteration 20F: 3 clusters Score -842985.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -843036.250000 Penalty: 4444.264648
	Iteration 21Q: 3 clusters Score -843036.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -843081.625000 Penalty: 4444.264648
	Iteration 22Q: 3 clusters Score -843081.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -843137.875000 Penalty: 4444.264648
	Iteration 23Q: 3 clusters Score -843137.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -843194.375000 Penalty: 4444.264648
	Iteration 24Q: 3 clusters Score -843194.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -843264.062500 Penalty: 4444.264648
	Iteration 25Q: 3 clusters Score -843264.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -843345.187500 Penalty: 4444.264648
	Iteration 26Q: 3 clusters Score -843345.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -843454.562500 Penalty: 4444.264648
	Iteration 27Q: 3 clusters Score -843454.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -843618.687500 Penalty: 4444.264648
	Iteration 28Q: 3 clusters Score -843618.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -843885.187500 Penalty: 4444.264648
	Iteration 29Q: 3 clusters Score -843885.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -844364.250000 Penalty: 4444.264648
	Iteration 30Q: 3 clusters Score -844364.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -845162.500000 Penalty: 4444.264648
	Iteration 31Q: 3 clusters Score -845162.5 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -846164.250000 Penalty: 4444.264648
	Iteration 32F: 3 clusters Score -846164.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -846652.437500 Penalty: 4444.264648
	Iteration 33Q: 3 clusters Score -846652.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -846728.937500 Penalty: 4444.264648
	Iteration 34Q: 3 clusters Score -846728.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -846739.500000 Penalty: 4444.264648
	Iteration 35Q: 3 clusters Score -846739.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -846741.750000 Penalty: 4444.264648
	Iteration 36Q: 3 clusters Score -846741.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -846742.562500 Penalty: 4444.264648
	Iteration 37Q: 3 clusters Score -846742.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -846744.437500 Penalty: 4444.264648
	Iteration 38Q: 3 clusters Score -846744.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -846744.437500 Penalty: 4444.264648
	Iteration 39F: 3 clusters Score -846744.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 156940 members 
Mstep: Class 2 contains 2991 members 
Mstep: Class 3 contains 11860 members 
Mstep: Class 4 contains 1469 members 
Mstep: Class 5 contains 24793 members 
Mstep: Class 6 contains 72596 members 
Mstep: Class 7 contains 12330 members 
Mstep: Class 8 contains 1693 members 
Mstep: Class 9 contains 182237 members 
Mstep: Class 10 contains 12720 members 
Mstep: Class 11 contains 60112 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 43647 members 
Mstep: Class 15 contains 12199 members 
Mstep: Class 16 contains 7538 members 
Mstep: Class 17 contains 25156 members 
Mstep: Class 18 contains 104241 members 
Mstep: Class 19 contains 3020 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 38282 members 
Mstep: Class 22 contains 1376 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 9023 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 3752 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 14283 members 
Mstep: Class 29 contains 22762 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 13479 members 
Mstep: Class 32 contains 8059 members 
Mstep: Class 33 contains 67943 members 
Mstep: Class 34 contains 26186 members 
Mstep: Class 35 contains 15209 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 18935 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 1470 members 
Mstep: Class 43 contains 14174 members 
Mstep: Class 44 contains 3561 members 
Mstep: Class 45 contains 5772 members 
Mstep: Class 46 contains 3175 members 
Mstep: Class 47 contains 18810 members 
Mstep: Class 48 contains 3617 members 
Mstep: Class 49 contains 1636 members 
Mstep: Class 50 contains 1951 members 
Mstep: Class 51 contains 33324 members 
Mstep: Class 52 contains 3758 members 
Mstep: Class 53 contains 4029 members 
Entering Unmasked Estep 
Score: -115181272.000000 Penalty: 182896.359375
Splitting cluster 52 changes total score from -115182168.000000 to -115181272.000000
So it's not getting split.
--- Evaluating fit on full set of 3313219 points ---
Entering Unmasked Estep 
Score: -342626176.000000 Penalty: 193613.203125
20->53 Clusters: Score -342626176.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 1104406 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55283 members 
Mstep: Class 2 contains 55232 members 
Mstep: Class 3 contains 55388 members 
Mstep: Class 4 contains 55231 members 
Mstep: Class 5 contains 55483 members 
Mstep: Class 6 contains 55428 members 
Mstep: Class 7 contains 55455 members 
Mstep: Class 8 contains 54955 members 
Mstep: Class 9 contains 55024 members 
Mstep: Class 10 contains 55159 members 
Mstep: Class 11 contains 55366 members 
Mstep: Class 12 contains 55243 members 
Mstep: Class 13 contains 55379 members 
Mstep: Class 14 contains 55185 members 
Mstep: Class 15 contains 54878 members 
Mstep: Class 16 contains 55386 members 
Mstep: Class 17 contains 55310 members 
Mstep: Class 18 contains 55010 members 
Mstep: Class 19 contains 55100 members 
Mstep: Class 20 contains 54911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 772.696899 but Gain 3450.875000
Score: -107893536.000000 Penalty: 65566.625000
Iteration 0F: 20 clusters Score -1.078935e+08 nChanged 1044840
Entering Unmasked Mstep 
Mstep: Class 0 contains 2559 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 23826 members 
Mstep: Class 3 contains 101188 members 
Mstep: Class 4 contains 29083 members 
Mstep: Class 5 contains 116654 members 
Mstep: Class 6 contains 20750 members 
Mstep: Class 7 contains 132066 members 
Mstep: Class 8 contains 114668 members 
Mstep: Class 9 contains 43362 members 
Mstep: Class 11 contains 32605 members 
Mstep: Class 12 contains 53224 members 
Mstep: Class 13 contains 16945 members 
Mstep: Class 14 contains 72427 members 
Mstep: Class 15 contains 42765 members 
Mstep: Class 16 contains 78092 members 
Mstep: Class 17 contains 19790 members 
Mstep: Class 18 contains 16780 members 
Mstep: Class 19 contains 96325 members 
Mstep: Class 20 contains 65000 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 1F: 20 clusters Score -1.117403e+08 nChanged 459039
Entering Unmasked Mstep 
Mstep: Class 0 contains 2187 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 13914 members 
Mstep: Class 3 contains 60295 members 
Mstep: Class 4 contains 36402 members 
Mstep: Class 5 contains 120895 members 
Mstep: Class 6 contains 15791 members 
Mstep: Class 7 contains 116582 members 
Mstep: Class 8 contains 186754 members 
Mstep: Class 9 contains 27251 members 
Mstep: Class 11 contains 34490 members 
Mstep: Class 12 contains 49160 members 
Mstep: Class 13 contains 14598 members 
Mstep: Class 14 contains 95311 members 
Mstep: Class 15 contains 30951 members 
Mstep: Class 16 contains 72718 members 
Mstep: Class 17 contains 9183 members 
Mstep: Class 18 contains 10468 members 
Mstep: Class 19 contains 113098 members 
Mstep: Class 20 contains 67525 members 
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Iteration 2F: 20 clusters Score -1.1295e+08 nChanged 336821
Entering Unmasked Mstep 
Mstep: Class 0 contains 1158 members 
Mstep: Class 1 contains 31601 members 
Mstep: Class 2 contains 13994 members 
Mstep: Class 3 contains 50305 members 
Mstep: Class 4 contains 50531 members 
Mstep: Class 5 contains 129135 members 
Mstep: Class 6 contains 16076 members 
Mstep: Class 7 contains 84060 members 
Mstep: Class 8 contains 269503 members 
Mstep: Class 9 contains 19448 members 
Mstep: Class 11 contains 40283 members 
Mstep: Class 12 contains 42072 members 
Mstep: Class 13 contains 14486 members 
Mstep: Class 14 contains 96487 members 
Mstep: Class 15 contains 27670 members 
Mstep: Class 16 contains 55532 members 
Mstep: Class 17 contains 5704 members 
Mstep: Class 18 contains 7431 members 
Mstep: Class 19 contains 98552 members 
Mstep: Class 20 contains 50378 members 
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Iteration 3F: 20 clusters Score -1.135167e+08 nChanged 256740
Entering Unmasked Mstep 
Mstep: Class 0 contains 294 members 
Mstep: Class 1 contains 33615 members 
Mstep: Class 2 contains 17263 members 
Mstep: Class 3 contains 51793 members 
Mstep: Class 4 contains 70715 members 
Mstep: Class 5 contains 144189 members 
Mstep: Class 6 contains 19480 members 
Mstep: Class 7 contains 72426 members 
Mstep: Class 8 contains 317013 members 
Mstep: Class 9 contains 13726 members 
Mstep: Class 11 contains 43933 members 
Mstep: Class 12 contains 38798 members 
Mstep: Class 13 contains 11406 members 
Mstep: Class 14 contains 81724 members 
Mstep: Class 15 contains 25242 members 
Mstep: Class 16 contains 35361 members 
Mstep: Class 17 contains 4624 members 
Mstep: Class 18 contains 4625 members 
Mstep: Class 19 contains 84221 members 
Mstep: Class 20 contains 33958 members 
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Iteration 4F: 20 clusters Score -1.138658e+08 nChanged 183228
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 22815 members 
Mstep: Class 3 contains 53451 members 
Mstep: Class 4 contains 87603 members 
Mstep: Class 5 contains 154861 members 
Mstep: Class 6 contains 24034 members 
Mstep: Class 7 contains 67165 members 
Mstep: Class 8 contains 321358 members 
Mstep: Class 9 contains 11038 members 
Mstep: Class 11 contains 44726 members 
Mstep: Class 12 contains 36228 members 
Mstep: Class 13 contains 9512 members 
Mstep: Class 14 contains 77211 members 
Mstep: Class 15 contains 24024 members 
Mstep: Class 16 contains 22737 members 
Mstep: Class 17 contains 4424 members 
Mstep: Class 18 contains 2483 members 
Mstep: Class 19 contains 87163 members 
Mstep: Class 20 contains 20798 members 
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Iteration 5F: 20 clusters Score -1.14133e+08 nChanged 142168
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 30463 members 
Mstep: Class 2 contains 29719 members 
Mstep: Class 3 contains 54860 members 
Mstep: Class 4 contains 96428 members 
Mstep: Class 5 contains 156896 members 
Mstep: Class 6 contains 28411 members 
Mstep: Class 7 contains 62033 members 
Mstep: Class 8 contains 296581 members 
Mstep: Class 9 contains 9990 members 
Mstep: Class 11 contains 43972 members 
Mstep: Class 12 contains 33705 members 
Mstep: Class 13 contains 7641 members 
Mstep: Class 14 contains 88867 members 
Mstep: Class 15 contains 23588 members 
Mstep: Class 16 contains 17012 members 
Mstep: Class 17 contains 4708 members 
Mstep: Class 18 contains 1924 members 
Mstep: Class 19 contains 103773 members 
Mstep: Class 20 contains 13595 members 
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Iteration 6F: 20 clusters Score -1.143196e+08 nChanged 112210
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 36567 members 
Mstep: Class 3 contains 56575 members 
Mstep: Class 4 contains 100253 members 
Mstep: Class 5 contains 153977 members 
Mstep: Class 6 contains 32557 members 
Mstep: Class 7 contains 59575 members 
Mstep: Class 8 contains 270451 members 
Mstep: Class 9 contains 9288 members 
Mstep: Class 11 contains 42811 members 
Mstep: Class 12 contains 31702 members 
Mstep: Class 13 contains 6220 members 
Mstep: Class 14 contains 98548 members 
Mstep: Class 15 contains 22525 members 
Mstep: Class 16 contains 15311 members 
Mstep: Class 17 contains 5211 members 
Mstep: Class 18 contains 1897 members 
Mstep: Class 19 contains 120932 members 
Mstep: Class 20 contains 11332 members 
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Iteration 7F: 20 clusters Score -1.144639e+08 nChanged 87833
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 43067 members 
Mstep: Class 3 contains 58230 members 
Mstep: Class 4 contains 102678 members 
Mstep: Class 5 contains 147787 members 
Mstep: Class 6 contains 36606 members 
Mstep: Class 7 contains 58509 members 
Mstep: Class 8 contains 254716 members 
Mstep: Class 9 contains 8965 members 
Mstep: Class 11 contains 41574 members 
Mstep: Class 12 contains 30361 members 
Mstep: Class 13 contains 5625 members 
Mstep: Class 14 contains 100864 members 
Mstep: Class 15 contains 20490 members 
Mstep: Class 16 contains 15344 members 
Mstep: Class 17 contains 5837 members 
Mstep: Class 18 contains 2009 members 
Mstep: Class 19 contains 133556 members 
Mstep: Class 20 contains 11103 members 
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Iteration 8F: 20 clusters Score -1.145698e+08 nChanged 70990
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 49114 members 
Mstep: Class 3 contains 59275 members 
Mstep: Class 4 contains 104420 members 
Mstep: Class 5 contains 140586 members 
Mstep: Class 6 contains 40112 members 
Mstep: Class 7 contains 57677 members 
Mstep: Class 8 contains 249968 members 
Mstep: Class 9 contains 9043 members 
Mstep: Class 11 contains 40468 members 
Mstep: Class 12 contains 29554 members 
Mstep: Class 13 contains 5370 members 
Mstep: Class 14 contains 96262 members 
Mstep: Class 15 contains 18407 members 
Mstep: Class 16 contains 15691 members 
Mstep: Class 17 contains 6632 members 
Mstep: Class 18 contains 2061 members 
Mstep: Class 19 contains 142319 members 
Mstep: Class 20 contains 11247 members 
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Iteration 9F: 20 clusters Score -1.146436e+08 nChanged 57800
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 54550 members 
Mstep: Class 3 contains 58683 members 
Mstep: Class 4 contains 105731 members 
Mstep: Class 5 contains 134494 members 
Mstep: Class 6 contains 42559 members 
Mstep: Class 7 contains 57431 members 
Mstep: Class 8 contains 248119 members 
Mstep: Class 9 contains 9249 members 
Mstep: Class 11 contains 39702 members 
Mstep: Class 12 contains 28992 members 
Mstep: Class 13 contains 5364 members 
Mstep: Class 14 contains 89627 members 
Mstep: Class 15 contains 16976 members 
Mstep: Class 16 contains 16313 members 
Mstep: Class 17 contains 7296 members 
Mstep: Class 18 contains 2075 members 
Mstep: Class 19 contains 150280 members 
Mstep: Class 20 contains 11299 members 
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Iteration 10F: 20 clusters Score -1.147041e+08 nChanged 46511
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 59270 members 
Mstep: Class 3 contains 56673 members 
Mstep: Class 4 contains 106741 members 
Mstep: Class 5 contains 129061 members 
Mstep: Class 6 contains 43834 members 
Mstep: Class 7 contains 57508 members 
Mstep: Class 8 contains 244964 members 
Mstep: Class 9 contains 9525 members 
Mstep: Class 11 contains 39274 members 
Mstep: Class 12 contains 28609 members 
Mstep: Class 13 contains 5521 members 
Mstep: Class 14 contains 84685 members 
Mstep: Class 15 contains 16398 members 
Mstep: Class 16 contains 16993 members 
Mstep: Class 17 contains 7836 members 
Mstep: Class 18 contains 2092 members 
Mstep: Class 19 contains 159182 members 
Mstep: Class 20 contains 11308 members 
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Iteration 11Q: 20 clusters Score -1.147571e+08 nChanged 38457
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 63512 members 
Mstep: Class 3 contains 54369 members 
Mstep: Class 4 contains 107488 members 
Mstep: Class 5 contains 123910 members 
Mstep: Class 6 contains 44404 members 
Mstep: Class 7 contains 57683 members 
Mstep: Class 8 contains 238067 members 
Mstep: Class 9 contains 9785 members 
Mstep: Class 11 contains 39078 members 
Mstep: Class 12 contains 28330 members 
Mstep: Class 13 contains 5682 members 
Mstep: Class 14 contains 82561 members 
Mstep: Class 15 contains 16182 members 
Mstep: Class 16 contains 17652 members 
Mstep: Class 17 contains 8377 members 
Mstep: Class 18 contains 2114 members 
Mstep: Class 19 contains 169734 members 
Mstep: Class 20 contains 11484 members 
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Iteration 12Q: 20 clusters Score -1.147889e+08 nChanged 33212
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 67518 members 
Mstep: Class 3 contains 52188 members 
Mstep: Class 4 contains 108043 members 
Mstep: Class 5 contains 119276 members 
Mstep: Class 6 contains 44685 members 
Mstep: Class 7 contains 57717 members 
Mstep: Class 8 contains 229018 members 
Mstep: Class 9 contains 10027 members 
Mstep: Class 11 contains 38980 members 
Mstep: Class 12 contains 28111 members 
Mstep: Class 13 contains 5776 members 
Mstep: Class 14 contains 81469 members 
Mstep: Class 15 contains 16101 members 
Mstep: Class 16 contains 18355 members 
Mstep: Class 17 contains 8895 members 
Mstep: Class 18 contains 2130 members 
Mstep: Class 19 contains 180837 members 
Mstep: Class 20 contains 12075 members 
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Iteration 13Q: 20 clusters Score -1.148102e+08 nChanged 29189
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 71379 members 
Mstep: Class 3 contains 50142 members 
Mstep: Class 4 contains 108440 members 
Mstep: Class 5 contains 115460 members 
Mstep: Class 6 contains 44717 members 
Mstep: Class 7 contains 57666 members 
Mstep: Class 8 contains 220101 members 
Mstep: Class 9 contains 10163 members 
Mstep: Class 11 contains 38920 members 
Mstep: Class 12 contains 28010 members 
Mstep: Class 13 contains 5827 members 
Mstep: Class 14 contains 80888 members 
Mstep: Class 15 contains 16259 members 
Mstep: Class 16 contains 19039 members 
Mstep: Class 17 contains 9306 members 
Mstep: Class 18 contains 2139 members 
Mstep: Class 19 contains 190602 members 
Mstep: Class 20 contains 12898 members 
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Iteration 14Q: 20 clusters Score -1.148253e+08 nChanged 24504
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 75146 members 
Mstep: Class 3 contains 48392 members 
Mstep: Class 4 contains 108657 members 
Mstep: Class 5 contains 112359 members 
Mstep: Class 6 contains 44748 members 
Mstep: Class 7 contains 57591 members 
Mstep: Class 8 contains 213328 members 
Mstep: Class 9 contains 10170 members 
Mstep: Class 11 contains 38871 members 
Mstep: Class 12 contains 27969 members 
Mstep: Class 13 contains 5834 members 
Mstep: Class 14 contains 80620 members 
Mstep: Class 15 contains 16506 members 
Mstep: Class 16 contains 19591 members 
Mstep: Class 17 contains 9622 members 
Mstep: Class 18 contains 2143 members 
Mstep: Class 19 contains 197210 members 
Mstep: Class 20 contains 13861 members 
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Iteration 15Q: 20 clusters Score -1.148348e+08 nChanged 19634
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 78868 members 
Mstep: Class 3 contains 46776 members 
Mstep: Class 4 contains 108782 members 
Mstep: Class 5 contains 110111 members 
Mstep: Class 6 contains 44789 members 
Mstep: Class 7 contains 57511 members 
Mstep: Class 8 contains 208627 members 
Mstep: Class 9 contains 10166 members 
Mstep: Class 11 contains 38788 members 
Mstep: Class 12 contains 27976 members 
Mstep: Class 13 contains 5819 members 
Mstep: Class 14 contains 80495 members 
Mstep: Class 15 contains 16772 members 
Mstep: Class 16 contains 20054 members 
Mstep: Class 17 contains 9855 members 
Mstep: Class 18 contains 2143 members 
Mstep: Class 19 contains 200838 members 
Mstep: Class 20 contains 14821 members 
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Iteration 16Q: 20 clusters Score -1.148407e+08 nChanged 16120
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 82557 members 
Mstep: Class 3 contains 45350 members 
Mstep: Class 4 contains 108810 members 
Mstep: Class 5 contains 108493 members 
Mstep: Class 6 contains 44843 members 
Mstep: Class 7 contains 57372 members 
Mstep: Class 8 contains 205448 members 
Mstep: Class 9 contains 10151 members 
Mstep: Class 11 contains 38521 members 
Mstep: Class 12 contains 27990 members 
Mstep: Class 13 contains 5820 members 
Mstep: Class 14 contains 80430 members 
Mstep: Class 15 contains 17030 members 
Mstep: Class 16 contains 20402 members 
Mstep: Class 17 contains 10021 members 
Mstep: Class 18 contains 2146 members 
Mstep: Class 19 contains 202543 members 
Mstep: Class 20 contains 15752 members 
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Iteration 17Q: 20 clusters Score -1.148448e+08 nChanged 13693
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 86165 members 
Mstep: Class 3 contains 43979 members 
Mstep: Class 4 contains 108773 members 
Mstep: Class 5 contains 107404 members 
Mstep: Class 6 contains 44937 members 
Mstep: Class 7 contains 57190 members 
Mstep: Class 8 contains 203197 members 
Mstep: Class 9 contains 10159 members 
Mstep: Class 11 contains 38136 members 
Mstep: Class 12 contains 28045 members 
Mstep: Class 13 contains 5811 members 
Mstep: Class 14 contains 80448 members 
Mstep: Class 15 contains 17264 members 
Mstep: Class 16 contains 20634 members 
Mstep: Class 17 contains 10117 members 
Mstep: Class 18 contains 2151 members 
Mstep: Class 19 contains 203089 members 
Mstep: Class 20 contains 16576 members 
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Iteration 18Q: 20 clusters Score -1.148485e+08 nChanged 12212
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 89584 members 
Mstep: Class 3 contains 42674 members 
Mstep: Class 4 contains 108665 members 
Mstep: Class 5 contains 106662 members 
Mstep: Class 6 contains 44881 members 
Mstep: Class 7 contains 57017 members 
Mstep: Class 8 contains 201586 members 
Mstep: Class 9 contains 10162 members 
Mstep: Class 11 contains 37760 members 
Mstep: Class 12 contains 28097 members 
Mstep: Class 13 contains 5771 members 
Mstep: Class 14 contains 80501 members 
Mstep: Class 15 contains 17501 members 
Mstep: Class 16 contains 20822 members 
Mstep: Class 17 contains 10191 members 
Mstep: Class 18 contains 2153 members 
Mstep: Class 19 contains 203073 members 
Mstep: Class 20 contains 17306 members 
Entering Unmasked Estep 
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Iteration 19Q: 20 clusters Score -1.148514e+08 nChanged 11324
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 92864 members 
Mstep: Class 3 contains 41437 members 
Mstep: Class 4 contains 108541 members 
Mstep: Class 5 contains 106253 members 
Mstep: Class 6 contains 44683 members 
Mstep: Class 7 contains 56846 members 
Mstep: Class 8 contains 200400 members 
Mstep: Class 9 contains 10147 members 
Mstep: Class 11 contains 37336 members 
Mstep: Class 12 contains 28139 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 80569 members 
Mstep: Class 15 contains 17712 members 
Mstep: Class 16 contains 20945 members 
Mstep: Class 17 contains 10251 members 
Mstep: Class 18 contains 2152 members 
Mstep: Class 19 contains 202735 members 
Mstep: Class 20 contains 17941 members 
Entering Unmasked Estep 
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Iteration 20F: 20 clusters Score -1.14856e+08 nChanged 11917
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 96108 members 
Mstep: Class 3 contains 40033 members 
Mstep: Class 4 contains 108372 members 
Mstep: Class 5 contains 106249 members 
Mstep: Class 6 contains 44483 members 
Mstep: Class 7 contains 56575 members 
Mstep: Class 8 contains 199436 members 
Mstep: Class 9 contains 10170 members 
Mstep: Class 11 contains 36852 members 
Mstep: Class 12 contains 28186 members 
Mstep: Class 13 contains 5729 members 
Mstep: Class 14 contains 80639 members 
Mstep: Class 15 contains 17911 members 
Mstep: Class 16 contains 20964 members 
Mstep: Class 17 contains 10367 members 
Mstep: Class 18 contains 2158 members 
Mstep: Class 19 contains 202219 members 
Mstep: Class 20 contains 18647 members 
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Iteration 21Q: 20 clusters Score -1.148599e+08 nChanged 11940
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 99266 members 
Mstep: Class 3 contains 38604 members 
Mstep: Class 4 contains 108137 members 
Mstep: Class 5 contains 106555 members 
Mstep: Class 6 contains 44331 members 
Mstep: Class 7 contains 56269 members 
Mstep: Class 8 contains 198691 members 
Mstep: Class 9 contains 10224 members 
Mstep: Class 11 contains 36345 members 
Mstep: Class 12 contains 28230 members 
Mstep: Class 13 contains 5682 members 
Mstep: Class 14 contains 80740 members 
Mstep: Class 15 contains 18090 members 
Mstep: Class 16 contains 20999 members 
Mstep: Class 17 contains 10444 members 
Mstep: Class 18 contains 2162 members 
Mstep: Class 19 contains 201410 members 
Mstep: Class 20 contains 19260 members 
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Iteration 22Q: 20 clusters Score -1.148649e+08 nChanged 11893
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 102356 members 
Mstep: Class 3 contains 37154 members 
Mstep: Class 4 contains 107849 members 
Mstep: Class 5 contains 106977 members 
Mstep: Class 6 contains 44180 members 
Mstep: Class 7 contains 55924 members 
Mstep: Class 8 contains 198107 members 
Mstep: Class 9 contains 10348 members 
Mstep: Class 11 contains 35781 members 
Mstep: Class 12 contains 28292 members 
Mstep: Class 13 contains 5627 members 
Mstep: Class 14 contains 80858 members 
Mstep: Class 15 contains 18241 members 
Mstep: Class 16 contains 21016 members 
Mstep: Class 17 contains 10487 members 
Mstep: Class 18 contains 2163 members 
Mstep: Class 19 contains 200509 members 
Mstep: Class 20 contains 19886 members 
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Iteration 23Q: 20 clusters Score -1.148709e+08 nChanged 11893
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 105363 members 
Mstep: Class 3 contains 35639 members 
Mstep: Class 4 contains 107545 members 
Mstep: Class 5 contains 107284 members 
Mstep: Class 6 contains 44242 members 
Mstep: Class 7 contains 55606 members 
Mstep: Class 8 contains 197625 members 
Mstep: Class 9 contains 10484 members 
Mstep: Class 11 contains 35201 members 
Mstep: Class 12 contains 28384 members 
Mstep: Class 13 contains 5547 members 
Mstep: Class 14 contains 80965 members 
Mstep: Class 15 contains 18374 members 
Mstep: Class 16 contains 20985 members 
Mstep: Class 17 contains 10510 members 
Mstep: Class 18 contains 2164 members 
Mstep: Class 19 contains 199674 members 
Mstep: Class 20 contains 20435 members 
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Iteration 24Q: 20 clusters Score -1.148757e+08 nChanged 11428
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 108213 members 
Mstep: Class 3 contains 34058 members 
Mstep: Class 4 contains 107193 members 
Mstep: Class 5 contains 107358 members 
Mstep: Class 6 contains 44656 members 
Mstep: Class 7 contains 55360 members 
Mstep: Class 8 contains 197223 members 
Mstep: Class 9 contains 10681 members 
Mstep: Class 11 contains 34627 members 
Mstep: Class 12 contains 28485 members 
Mstep: Class 13 contains 5448 members 
Mstep: Class 14 contains 81019 members 
Mstep: Class 15 contains 18484 members 
Mstep: Class 16 contains 20932 members 
Mstep: Class 17 contains 10508 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 198892 members 
Mstep: Class 20 contains 20986 members 
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Iteration 25Q: 20 clusters Score -1.148798e+08 nChanged 10620
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 111033 members 
Mstep: Class 3 contains 32423 members 
Mstep: Class 4 contains 106897 members 
Mstep: Class 5 contains 107075 members 
Mstep: Class 6 contains 45477 members 
Mstep: Class 7 contains 55166 members 
Mstep: Class 8 contains 196891 members 
Mstep: Class 9 contains 10888 members 
Mstep: Class 11 contains 34003 members 
Mstep: Class 12 contains 28586 members 
Mstep: Class 13 contains 5339 members 
Mstep: Class 14 contains 81069 members 
Mstep: Class 15 contains 18547 members 
Mstep: Class 16 contains 20808 members 
Mstep: Class 17 contains 10495 members 
Mstep: Class 18 contains 2168 members 
Mstep: Class 19 contains 198101 members 
Mstep: Class 20 contains 21559 members 
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Iteration 26Q: 20 clusters Score -1.148832e+08 nChanged 9962
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 113654 members 
Mstep: Class 3 contains 30802 members 
Mstep: Class 4 contains 106637 members 
Mstep: Class 5 contains 106596 members 
Mstep: Class 6 contains 46612 members 
Mstep: Class 7 contains 54992 members 
Mstep: Class 8 contains 196612 members 
Mstep: Class 9 contains 11129 members 
Mstep: Class 11 contains 33479 members 
Mstep: Class 12 contains 28707 members 
Mstep: Class 13 contains 5238 members 
Mstep: Class 14 contains 81143 members 
Mstep: Class 15 contains 18529 members 
Mstep: Class 16 contains 20679 members 
Mstep: Class 17 contains 10470 members 
Mstep: Class 18 contains 2169 members 
Mstep: Class 19 contains 197251 members 
Mstep: Class 20 contains 22041 members 
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Iteration 27Q: 20 clusters Score -1.148876e+08 nChanged 9581
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 116185 members 
Mstep: Class 3 contains 29247 members 
Mstep: Class 4 contains 106355 members 
Mstep: Class 5 contains 106077 members 
Mstep: Class 6 contains 47866 members 
Mstep: Class 7 contains 54864 members 
Mstep: Class 8 contains 196339 members 
Mstep: Class 9 contains 11318 members 
Mstep: Class 11 contains 32928 members 
Mstep: Class 12 contains 28862 members 
Mstep: Class 13 contains 5115 members 
Mstep: Class 14 contains 81182 members 
Mstep: Class 15 contains 18483 members 
Mstep: Class 16 contains 20526 members 
Mstep: Class 17 contains 10428 members 
Mstep: Class 18 contains 2168 members 
Mstep: Class 19 contains 196464 members 
Mstep: Class 20 contains 22487 members 
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Iteration 28Q: 20 clusters Score -1.148914e+08 nChanged 9083
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 118645 members 
Mstep: Class 3 contains 27829 members 
Mstep: Class 4 contains 106106 members 
Mstep: Class 5 contains 105420 members 
Mstep: Class 6 contains 49117 members 
Mstep: Class 7 contains 54712 members 
Mstep: Class 8 contains 196106 members 
Mstep: Class 9 contains 11450 members 
Mstep: Class 11 contains 32357 members 
Mstep: Class 12 contains 29023 members 
Mstep: Class 13 contains 5008 members 
Mstep: Class 14 contains 81211 members 
Mstep: Class 15 contains 18398 members 
Mstep: Class 16 contains 20346 members 
Mstep: Class 17 contains 10397 members 
Mstep: Class 18 contains 2172 members 
Mstep: Class 19 contains 195686 members 
Mstep: Class 20 contains 23046 members 
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Iteration 29Q: 20 clusters Score -1.14895e+08 nChanged 8650
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 120983 members 
Mstep: Class 3 contains 26553 members 
Mstep: Class 4 contains 105838 members 
Mstep: Class 5 contains 104720 members 
Mstep: Class 6 contains 50334 members 
Mstep: Class 7 contains 54556 members 
Mstep: Class 8 contains 195886 members 
Mstep: Class 9 contains 11636 members 
Mstep: Class 11 contains 31821 members 
Mstep: Class 12 contains 29160 members 
Mstep: Class 13 contains 4890 members 
Mstep: Class 14 contains 81242 members 
Mstep: Class 15 contains 18257 members 
Mstep: Class 16 contains 20180 members 
Mstep: Class 17 contains 10341 members 
Mstep: Class 18 contains 2174 members 
Mstep: Class 19 contains 194979 members 
Mstep: Class 20 contains 23617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114897072.000000 Penalty: 65566.625000
Iteration 30Q: 20 clusters Score -1.148971e+08 nChanged 8402
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 123256 members 
Mstep: Class 3 contains 25326 members 
Mstep: Class 4 contains 105576 members 
Mstep: Class 5 contains 103833 members 
Mstep: Class 6 contains 51647 members 
Mstep: Class 7 contains 54400 members 
Mstep: Class 8 contains 195678 members 
Mstep: Class 9 contains 11774 members 
Mstep: Class 11 contains 31290 members 
Mstep: Class 12 contains 29332 members 
Mstep: Class 13 contains 4814 members 
Mstep: Class 14 contains 81283 members 
Mstep: Class 15 contains 18052 members 
Mstep: Class 16 contains 20044 members 
Mstep: Class 17 contains 10287 members 
Mstep: Class 18 contains 2177 members 
Mstep: Class 19 contains 194281 members 
Mstep: Class 20 contains 24212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114899600.000000 Penalty: 65566.625000
Iteration 31Q: 20 clusters Score -1.148996e+08 nChanged 8426
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 125494 members 
Mstep: Class 3 contains 24186 members 
Mstep: Class 4 contains 105283 members 
Mstep: Class 5 contains 102938 members 
Mstep: Class 6 contains 53008 members 
Mstep: Class 7 contains 54239 members 
Mstep: Class 8 contains 195407 members 
Mstep: Class 9 contains 11944 members 
Mstep: Class 11 contains 30797 members 
Mstep: Class 12 contains 29496 members 
Mstep: Class 13 contains 4740 members 
Mstep: Class 14 contains 81337 members 
Mstep: Class 15 contains 17790 members 
Mstep: Class 16 contains 19936 members 
Mstep: Class 17 contains 10236 members 
Mstep: Class 18 contains 2179 members 
Mstep: Class 19 contains 193546 members 
Mstep: Class 20 contains 24786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114903032.000000 Penalty: 65566.625000
Iteration 32Q: 20 clusters Score -1.14903e+08 nChanged 8231
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 127621 members 
Mstep: Class 3 contains 23162 members 
Mstep: Class 4 contains 104986 members 
Mstep: Class 5 contains 102065 members 
Mstep: Class 6 contains 54287 members 
Mstep: Class 7 contains 54065 members 
Mstep: Class 8 contains 195171 members 
Mstep: Class 9 contains 12140 members 
Mstep: Class 11 contains 30346 members 
Mstep: Class 12 contains 29646 members 
Mstep: Class 13 contains 4668 members 
Mstep: Class 14 contains 81372 members 
Mstep: Class 15 contains 17503 members 
Mstep: Class 16 contains 19796 members 
Mstep: Class 17 contains 10178 members 
Mstep: Class 18 contains 2182 members 
Mstep: Class 19 contains 192854 members 
Mstep: Class 20 contains 25380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114904936.000000 Penalty: 65566.625000
Iteration 33Q: 20 clusters Score -1.149049e+08 nChanged 7779
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 129610 members 
Mstep: Class 3 contains 22377 members 
Mstep: Class 4 contains 104678 members 
Mstep: Class 5 contains 101221 members 
Mstep: Class 6 contains 55451 members 
Mstep: Class 7 contains 53871 members 
Mstep: Class 8 contains 194963 members 
Mstep: Class 9 contains 12330 members 
Mstep: Class 11 contains 29921 members 
Mstep: Class 12 contains 29783 members 
Mstep: Class 13 contains 4594 members 
Mstep: Class 14 contains 81405 members 
Mstep: Class 15 contains 17162 members 
Mstep: Class 16 contains 19655 members 
Mstep: Class 17 contains 10129 members 
Mstep: Class 18 contains 2186 members 
Mstep: Class 19 contains 192212 members 
Mstep: Class 20 contains 25991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114906664.000000 Penalty: 65566.625000
Iteration 34Q: 20 clusters Score -1.149067e+08 nChanged 7371
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 131521 members 
Mstep: Class 3 contains 21694 members 
Mstep: Class 4 contains 104390 members 
Mstep: Class 5 contains 100383 members 
Mstep: Class 6 contains 56523 members 
Mstep: Class 7 contains 53647 members 
Mstep: Class 8 contains 194766 members 
Mstep: Class 9 contains 12509 members 
Mstep: Class 11 contains 29529 members 
Mstep: Class 12 contains 29905 members 
Mstep: Class 13 contains 4519 members 
Mstep: Class 14 contains 81416 members 
Mstep: Class 15 contains 16803 members 
Mstep: Class 16 contains 19533 members 
Mstep: Class 17 contains 10104 members 
Mstep: Class 18 contains 2185 members 
Mstep: Class 19 contains 191583 members 
Mstep: Class 20 contains 26621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114909120.000000 Penalty: 65566.625000
Iteration 35Q: 20 clusters Score -1.149091e+08 nChanged 7613
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 133416 members 
Mstep: Class 3 contains 21123 members 
Mstep: Class 4 contains 104137 members 
Mstep: Class 5 contains 99586 members 
Mstep: Class 6 contains 57601 members 
Mstep: Class 7 contains 53386 members 
Mstep: Class 8 contains 194583 members 
Mstep: Class 9 contains 12723 members 
Mstep: Class 11 contains 29115 members 
Mstep: Class 12 contains 30014 members 
Mstep: Class 13 contains 4458 members 
Mstep: Class 14 contains 81411 members 
Mstep: Class 15 contains 16459 members 
Mstep: Class 16 contains 19360 members 
Mstep: Class 17 contains 10082 members 
Mstep: Class 18 contains 2185 members 
Mstep: Class 19 contains 190906 members 
Mstep: Class 20 contains 27193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114911152.000000 Penalty: 65566.625000
Iteration 36Q: 20 clusters Score -1.149112e+08 nChanged 7092
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 135265 members 
Mstep: Class 3 contains 20622 members 
Mstep: Class 4 contains 103887 members 
Mstep: Class 5 contains 98639 members 
Mstep: Class 6 contains 58674 members 
Mstep: Class 7 contains 53085 members 
Mstep: Class 8 contains 194428 members 
Mstep: Class 9 contains 12918 members 
Mstep: Class 11 contains 28746 members 
Mstep: Class 12 contains 30123 members 
Mstep: Class 13 contains 4410 members 
Mstep: Class 14 contains 81448 members 
Mstep: Class 15 contains 16134 members 
Mstep: Class 16 contains 19219 members 
Mstep: Class 17 contains 10070 members 
Mstep: Class 18 contains 2185 members 
Mstep: Class 19 contains 190282 members 
Mstep: Class 20 contains 27671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114914200.000000 Penalty: 65566.625000
Iteration 37Q: 20 clusters Score -1.149142e+08 nChanged 7597
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 137093 members 
Mstep: Class 3 contains 20180 members 
Mstep: Class 4 contains 103615 members 
Mstep: Class 5 contains 97689 members 
Mstep: Class 6 contains 59768 members 
Mstep: Class 7 contains 52750 members 
Mstep: Class 8 contains 194262 members 
Mstep: Class 9 contains 13111 members 
Mstep: Class 11 contains 28421 members 
Mstep: Class 12 contains 30233 members 
Mstep: Class 13 contains 4357 members 
Mstep: Class 14 contains 81445 members 
Mstep: Class 15 contains 15823 members 
Mstep: Class 16 contains 19084 members 
Mstep: Class 17 contains 10059 members 
Mstep: Class 18 contains 2184 members 
Mstep: Class 19 contains 189620 members 
Mstep: Class 20 contains 28189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114918024.000000 Penalty: 65566.625000
Iteration 38Q: 20 clusters Score -1.14918e+08 nChanged 7808
Entering ConstructFrom: 
Score: -114918024.000000 Penalty: 65566.625000
Entering ConstructFrom: 
Trying to split cluster 1 (16402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Entering Unmasked Estep 
Score: -1613072.625000 Penalty: 2406.879150
	Iteration 0F: 2 clusters Score -1613073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1601449.125000 Penalty: 4813.758301
	Iteration 0F: 3 clusters Score -1601449 nChanged 7133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1607576.500000 Penalty: 4813.758301
	Iteration 1F: 3 clusters Score -1607576 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1612983.375000 Penalty: 4813.758301
	Iteration 2F: 3 clusters Score -1612983 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1616250.375000 Penalty: 4813.758301
	Iteration 3F: 3 clusters Score -1616250 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1618275.125000 Penalty: 4813.758301
	Iteration 4F: 3 clusters Score -1618275 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1619768.000000 Penalty: 4813.758301
	Iteration 5F: 3 clusters Score -1619768 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1620526.375000 Penalty: 4813.758301
	Iteration 6Q: 3 clusters Score -1620526 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1621119.250000 Penalty: 4813.758301
	Iteration 7Q: 3 clusters Score -1621119 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1621511.750000 Penalty: 4813.758301
	Iteration 8Q: 3 clusters Score -1621512 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1621747.625000 Penalty: 4813.758301
	Iteration 9Q: 3 clusters Score -1621748 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1621966.500000 Penalty: 4813.758301
	Iteration 10Q: 3 clusters Score -1621966 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1622185.250000 Penalty: 4813.758301
	Iteration 11Q: 3 clusters Score -1622185 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1622344.000000 Penalty: 4813.758301
	Iteration 12Q: 3 clusters Score -1622344 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1622413.875000 Penalty: 4813.758301
	Iteration 13Q: 3 clusters Score -1622414 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1622451.750000 Penalty: 4813.758301
	Iteration 14Q: 3 clusters Score -1622452 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1622457.750000 Penalty: 4813.758301
	Iteration 15Q: 3 clusters Score -1622458 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1622466.125000 Penalty: 4813.758301
	Iteration 16Q: 3 clusters Score -1622466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1622463.000000 Penalty: 4813.758301
	Iteration 17Q: 3 clusters Score -1622463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1622467.875000 Penalty: 4813.758301
	Iteration 18Q: 3 clusters Score -1622468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1622468.500000 Penalty: 4813.758301
	Iteration 19Q: 3 clusters Score -1622468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1622474.625000 Penalty: 4813.758301
	Iteration 20F: 3 clusters Score -1622475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1622474.750000 Penalty: 4813.758301
	Iteration 21Q: 3 clusters Score -1622475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1622472.750000 Penalty: 4813.758301
	Iteration 22Q: 3 clusters Score -1622473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1622475.250000 Penalty: 4813.758301
	Iteration 23Q: 3 clusters Score -1622475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1622477.375000 Penalty: 4813.758301
	Iteration 24Q: 3 clusters Score -1622477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1622476.375000 Penalty: 4813.758301
	Iteration 25Q: 3 clusters Score -1622476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1622477.875000 Penalty: 4813.758301
	Iteration 26Q: 3 clusters Score -1622478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1622475.375000 Penalty: 4813.758301
	Iteration 27Q: 3 clusters Score -1622475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1622477.000000 Penalty: 4813.758301
	Iteration 28Q: 3 clusters Score -1622477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1622477.000000 Penalty: 4813.758301
	Iteration 29F: 3 clusters Score -1622477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 138722 members 
Mstep: Class 3 contains 19863 members 
Mstep: Class 4 contains 103353 members 
Mstep: Class 5 contains 96754 members 
Mstep: Class 6 contains 60734 members 
Mstep: Class 7 contains 52332 members 
Mstep: Class 8 contains 194115 members 
Mstep: Class 9 contains 13322 members 
Mstep: Class 10 contains 9694 members 
Mstep: Class 11 contains 28109 members 
Mstep: Class 12 contains 30325 members 
Mstep: Class 13 contains 4318 members 
Mstep: Class 14 contains 81376 members 
Mstep: Class 15 contains 15527 members 
Mstep: Class 16 contains 18958 members 
Mstep: Class 17 contains 10041 members 
Mstep: Class 18 contains 2186 members 
Mstep: Class 19 contains 188946 members 
Mstep: Class 20 contains 28983 members 
Entering Unmasked Estep 
Score: -114927704.000000 Penalty: 69017.500000
Splitting cluster 1 changes total score from -114918024.000000 to -114927704.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 2 (138722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138722 members 
Entering Unmasked Estep 
Score: -14109734.000000 Penalty: 2936.376221
	Iteration 0F: 2 clusters Score -1.410973e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69468 members 
Mstep: Class 2 contains 69254 members 
Entering Unmasked Estep 
Score: -14017056.000000 Penalty: 5872.752441
	Iteration 0F: 3 clusters Score -1.401706e+07 nChanged 66172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70314 members 
Mstep: Class 2 contains 68408 members 
Entering Unmasked Estep 
Score: -14057056.000000 Penalty: 5872.752441
	Iteration 1F: 3 clusters Score -1.405706e+07 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71140 members 
Mstep: Class 2 contains 67582 members 
Entering Unmasked Estep 
Score: -14059642.000000 Penalty: 5872.752441
	Iteration 2Q: 3 clusters Score -1.405964e+07 nChanged 7208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72068 members 
Mstep: Class 2 contains 66654 members 
Entering Unmasked Estep 
Score: -14063679.000000 Penalty: 5872.752441
	Iteration 3F: 3 clusters Score -1.406368e+07 nChanged 8188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72848 members 
Mstep: Class 2 contains 65874 members 
Entering Unmasked Estep 
Score: -14068706.000000 Penalty: 5872.752441
	Iteration 4F: 3 clusters Score -1.406871e+07 nChanged 8949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73365 members 
Mstep: Class 2 contains 65357 members 
Entering Unmasked Estep 
Score: -14074369.000000 Penalty: 5872.752441
	Iteration 5F: 3 clusters Score -1.407437e+07 nChanged 8871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73552 members 
Mstep: Class 2 contains 65170 members 
Entering Unmasked Estep 
Score: -14079792.000000 Penalty: 5872.752441
	Iteration 6F: 3 clusters Score -1.407979e+07 nChanged 8359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73549 members 
Mstep: Class 2 contains 65173 members 
Entering Unmasked Estep 
Score: -14084646.000000 Penalty: 5872.752441
	Iteration 7F: 3 clusters Score -1.408465e+07 nChanged 7343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73264 members 
Mstep: Class 2 contains 65458 members 
Entering Unmasked Estep 
Score: -14088783.000000 Penalty: 5872.752441
	Iteration 8F: 3 clusters Score -1.408878e+07 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72981 members 
Mstep: Class 2 contains 65741 members 
Entering Unmasked Estep 
Score: -14091443.000000 Penalty: 5872.752441
	Iteration 9Q: 3 clusters Score -1.409144e+07 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72649 members 
Mstep: Class 2 contains 66073 members 
Entering Unmasked Estep 
Score: -14093037.000000 Penalty: 5872.752441
	Iteration 10Q: 3 clusters Score -1.409304e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72329 members 
Mstep: Class 2 contains 66393 members 
Entering Unmasked Estep 
Score: -14094060.000000 Penalty: 5872.752441
	Iteration 11Q: 3 clusters Score -1.409406e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71945 members 
Mstep: Class 2 contains 66777 members 
Entering Unmasked Estep 
Score: -14094600.000000 Penalty: 5872.752441
	Iteration 12Q: 3 clusters Score -1.40946e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71486 members 
Mstep: Class 2 contains 67236 members 
Entering Unmasked Estep 
Score: -14094993.000000 Penalty: 5872.752441
	Iteration 13Q: 3 clusters Score -1.409499e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71090 members 
Mstep: Class 2 contains 67632 members 
Entering Unmasked Estep 
Score: -14095338.000000 Penalty: 5872.752441
	Iteration 14Q: 3 clusters Score -1.409534e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70641 members 
Mstep: Class 2 contains 68081 members 
Entering Unmasked Estep 
Score: -14095724.000000 Penalty: 5872.752441
	Iteration 15Q: 3 clusters Score -1.409572e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70252 members 
Mstep: Class 2 contains 68470 members 
Entering Unmasked Estep 
Score: -14095967.000000 Penalty: 5872.752441
	Iteration 16Q: 3 clusters Score -1.409597e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69819 members 
Mstep: Class 2 contains 68903 members 
Entering Unmasked Estep 
Score: -14096217.000000 Penalty: 5872.752441
	Iteration 17Q: 3 clusters Score -1.409622e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69297 members 
Mstep: Class 2 contains 69425 members 
Entering Unmasked Estep 
Score: -14096445.000000 Penalty: 5872.752441
	Iteration 18Q: 3 clusters Score -1.409644e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68739 members 
Mstep: Class 2 contains 69983 members 
Entering Unmasked Estep 
Score: -14096579.000000 Penalty: 5872.752441
	Iteration 19Q: 3 clusters Score -1.409658e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68140 members 
Mstep: Class 2 contains 70582 members 
Entering Unmasked Estep 
Score: -14096858.000000 Penalty: 5872.752441
	Iteration 20F: 3 clusters Score -1.409686e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67516 members 
Mstep: Class 2 contains 71206 members 
Entering Unmasked Estep 
Score: -14097096.000000 Penalty: 5872.752441
	Iteration 21Q: 3 clusters Score -1.40971e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66848 members 
Mstep: Class 2 contains 71874 members 
Entering Unmasked Estep 
Score: -14097291.000000 Penalty: 5872.752441
	Iteration 22Q: 3 clusters Score -1.409729e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66152 members 
Mstep: Class 2 contains 72570 members 
Entering Unmasked Estep 
Score: -14097513.000000 Penalty: 5872.752441
	Iteration 23Q: 3 clusters Score -1.409751e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65435 members 
Mstep: Class 2 contains 73287 members 
Entering Unmasked Estep 
Score: -14097728.000000 Penalty: 5872.752441
	Iteration 24Q: 3 clusters Score -1.409773e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64674 members 
Mstep: Class 2 contains 74048 members 
Entering Unmasked Estep 
Score: -14097947.000000 Penalty: 5872.752441
	Iteration 25Q: 3 clusters Score -1.409795e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63829 members 
Mstep: Class 2 contains 74893 members 
Entering Unmasked Estep 
Score: -14098151.000000 Penalty: 5872.752441
	Iteration 26Q: 3 clusters Score -1.409815e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62966 members 
Mstep: Class 2 contains 75756 members 
Entering Unmasked Estep 
Score: -14098484.000000 Penalty: 5872.752441
	Iteration 27Q: 3 clusters Score -1.409848e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62027 members 
Mstep: Class 2 contains 76695 members 
Entering Unmasked Estep 
Score: -14098731.000000 Penalty: 5872.752441
	Iteration 28Q: 3 clusters Score -1.409873e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61034 members 
Mstep: Class 2 contains 77688 members 
Entering Unmasked Estep 
Score: -14098964.000000 Penalty: 5872.752441
	Iteration 29Q: 3 clusters Score -1.409896e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59986 members 
Mstep: Class 2 contains 78736 members 
Entering Unmasked Estep 
Score: -14099218.000000 Penalty: 5872.752441
	Iteration 30Q: 3 clusters Score -1.409922e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58957 members 
Mstep: Class 2 contains 79765 members 
Entering Unmasked Estep 
Score: -14099498.000000 Penalty: 5872.752441
	Iteration 31Q: 3 clusters Score -1.40995e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57941 members 
Mstep: Class 2 contains 80781 members 
Entering Unmasked Estep 
Score: -14099610.000000 Penalty: 5872.752441
	Iteration 32Q: 3 clusters Score -1.409961e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56902 members 
Mstep: Class 2 contains 81820 members 
Entering Unmasked Estep 
Score: -14099844.000000 Penalty: 5872.752441
	Iteration 33Q: 3 clusters Score -1.409984e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55926 members 
Mstep: Class 2 contains 82796 members 
Entering Unmasked Estep 
Score: -14100125.000000 Penalty: 5872.752441
	Iteration 34Q: 3 clusters Score -1.410012e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54913 members 
Mstep: Class 2 contains 83809 members 
Entering Unmasked Estep 
Score: -14100397.000000 Penalty: 5872.752441
	Iteration 35Q: 3 clusters Score -1.41004e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53875 members 
Mstep: Class 2 contains 84847 members 
Entering Unmasked Estep 
Score: -14100590.000000 Penalty: 5872.752441
	Iteration 36Q: 3 clusters Score -1.410059e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52811 members 
Mstep: Class 2 contains 85911 members 
Entering Unmasked Estep 
Score: -14100762.000000 Penalty: 5872.752441
	Iteration 37Q: 3 clusters Score -1.410076e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51708 members 
Mstep: Class 2 contains 87014 members 
Entering Unmasked Estep 
Score: -14100998.000000 Penalty: 5872.752441
	Iteration 38Q: 3 clusters Score -1.4101e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50633 members 
Mstep: Class 2 contains 88089 members 
Entering Unmasked Estep 
Score: -14101191.000000 Penalty: 5872.752441
	Iteration 39Q: 3 clusters Score -1.410119e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49531 members 
Mstep: Class 2 contains 89191 members 
Entering Unmasked Estep 
Score: -14101381.000000 Penalty: 5872.752441
	Iteration 40F: 3 clusters Score -1.410138e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48362 members 
Mstep: Class 2 contains 90360 members 
Entering Unmasked Estep 
Score: -14101683.000000 Penalty: 5872.752441
	Iteration 41Q: 3 clusters Score -1.410168e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47185 members 
Mstep: Class 2 contains 91537 members 
Entering Unmasked Estep 
Score: -14101940.000000 Penalty: 5872.752441
	Iteration 42Q: 3 clusters Score -1.410194e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45946 members 
Mstep: Class 2 contains 92776 members 
Entering Unmasked Estep 
Score: -14102266.000000 Penalty: 5872.752441
	Iteration 43Q: 3 clusters Score -1.410227e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44678 members 
Mstep: Class 2 contains 94044 members 
Entering Unmasked Estep 
Score: -14102553.000000 Penalty: 5872.752441
	Iteration 44Q: 3 clusters Score -1.410255e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43346 members 
Mstep: Class 2 contains 95376 members 
Entering Unmasked Estep 
Score: -14102903.000000 Penalty: 5872.752441
	Iteration 45Q: 3 clusters Score -1.41029e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41997 members 
Mstep: Class 2 contains 96725 members 
Entering Unmasked Estep 
Score: -14103222.000000 Penalty: 5872.752441
	Iteration 46Q: 3 clusters Score -1.410322e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40622 members 
Mstep: Class 2 contains 98100 members 
Entering Unmasked Estep 
Score: -14103611.000000 Penalty: 5872.752441
	Iteration 47Q: 3 clusters Score -1.410361e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39230 members 
Mstep: Class 2 contains 99492 members 
Entering Unmasked Estep 
Score: -14104053.000000 Penalty: 5872.752441
	Iteration 48Q: 3 clusters Score -1.410405e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 100908 members 
Entering Unmasked Estep 
Score: -14104481.000000 Penalty: 5872.752441
	Iteration 49Q: 3 clusters Score -1.410448e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 102318 members 
Entering Unmasked Estep 
Score: -14104939.000000 Penalty: 5872.752441
	Iteration 50Q: 3 clusters Score -1.410494e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 103745 members 
Entering Unmasked Estep 
Score: -14105343.000000 Penalty: 5872.752441
	Iteration 51Q: 3 clusters Score -1.410534e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 105144 members 
Entering Unmasked Estep 
Score: -14105737.000000 Penalty: 5872.752441
	Iteration 52Q: 3 clusters Score -1.410574e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32231 members 
Mstep: Class 2 contains 106491 members 
Entering Unmasked Estep 
Score: -14106075.000000 Penalty: 5872.752441
	Iteration 53Q: 3 clusters Score -1.410608e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 107838 members 
Entering Unmasked Estep 
Score: -14106534.000000 Penalty: 5872.752441
	Iteration 54Q: 3 clusters Score -1.410653e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 109136 members 
Entering Unmasked Estep 
Score: -14106871.000000 Penalty: 5872.752441
	Iteration 55Q: 3 clusters Score -1.410687e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 110419 members 
Entering Unmasked Estep 
Score: -14107215.000000 Penalty: 5872.752441
	Iteration 56Q: 3 clusters Score -1.410722e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 111673 members 
Entering Unmasked Estep 
Score: -14107593.000000 Penalty: 5872.752441
	Iteration 57Q: 3 clusters Score -1.410759e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 112879 members 
Entering Unmasked Estep 
Score: -14107923.000000 Penalty: 5872.752441
	Iteration 58Q: 3 clusters Score -1.410792e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 113987 members 
Entering Unmasked Estep 
Score: -14108174.000000 Penalty: 5872.752441
	Iteration 59Q: 3 clusters Score -1.410817e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 115071 members 
Entering Unmasked Estep 
Score: -14108454.000000 Penalty: 5872.752441
	Iteration 60F: 3 clusters Score -1.410845e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 116178 members 
Entering Unmasked Estep 
Score: -14108712.000000 Penalty: 5872.752441
	Iteration 61Q: 3 clusters Score -1.410871e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 117246 members 
Entering Unmasked Estep 
Score: -14109066.000000 Penalty: 5872.752441
	Iteration 62Q: 3 clusters Score -1.410907e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 118272 members 
Entering Unmasked Estep 
Score: -14109383.000000 Penalty: 5872.752441
	Iteration 63Q: 3 clusters Score -1.410938e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 119284 members 
Entering Unmasked Estep 
Score: -14109657.000000 Penalty: 5872.752441
	Iteration 64Q: 3 clusters Score -1.410966e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 120229 members 
Entering Unmasked Estep 
Score: -14109926.000000 Penalty: 5872.752441
	Iteration 65Q: 3 clusters Score -1.410993e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 121110 members 
Entering Unmasked Estep 
Score: -14110192.000000 Penalty: 5872.752441
	Iteration 66Q: 3 clusters Score -1.411019e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 121939 members 
Entering Unmasked Estep 
Score: -14110474.000000 Penalty: 5872.752441
	Iteration 67Q: 3 clusters Score -1.411047e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 122761 members 
Entering Unmasked Estep 
Score: -14110708.000000 Penalty: 5872.752441
	Iteration 68Q: 3 clusters Score -1.411071e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 123573 members 
Entering Unmasked Estep 
Score: -14111110.000000 Penalty: 5872.752441
	Iteration 69Q: 3 clusters Score -1.411111e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 124369 members 
Entering Unmasked Estep 
Score: -14111432.000000 Penalty: 5872.752441
	Iteration 70Q: 3 clusters Score -1.411143e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 125064 members 
Entering Unmasked Estep 
Score: -14111742.000000 Penalty: 5872.752441
	Iteration 71Q: 3 clusters Score -1.411174e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 125670 members 
Entering Unmasked Estep 
Score: -14111992.000000 Penalty: 5872.752441
	Iteration 72Q: 3 clusters Score -1.411199e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 126205 members 
Entering Unmasked Estep 
Score: -14112207.000000 Penalty: 5872.752441
	Iteration 73Q: 3 clusters Score -1.411221e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 126648 members 
Entering Unmasked Estep 
Score: -14112298.000000 Penalty: 5872.752441
	Iteration 74Q: 3 clusters Score -1.41123e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 127009 members 
Entering Unmasked Estep 
Score: -14112413.000000 Penalty: 5872.752441
	Iteration 75Q: 3 clusters Score -1.411241e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 127277 members 
Entering Unmasked Estep 
Score: -14112492.000000 Penalty: 5872.752441
	Iteration 76Q: 3 clusters Score -1.411249e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 127475 members 
Entering Unmasked Estep 
Score: -14112535.000000 Penalty: 5872.752441
	Iteration 77Q: 3 clusters Score -1.411254e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 127652 members 
Entering Unmasked Estep 
Score: -14112539.000000 Penalty: 5872.752441
	Iteration 78Q: 3 clusters Score -1.411254e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 127787 members 
Entering Unmasked Estep 
Score: -14112593.000000 Penalty: 5872.752441
	Iteration 79Q: 3 clusters Score -1.411259e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 127876 members 
Entering Unmasked Estep 
Score: -14112576.000000 Penalty: 5872.752441
	Iteration 80F: 3 clusters Score -1.411258e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 127945 members 
Entering Unmasked Estep 
Score: -14112592.000000 Penalty: 5872.752441
	Iteration 81Q: 3 clusters Score -1.411259e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 127998 members 
Entering Unmasked Estep 
Score: -14112562.000000 Penalty: 5872.752441
	Iteration 82Q: 3 clusters Score -1.411256e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 128046 members 
Entering Unmasked Estep 
Score: -14112593.000000 Penalty: 5872.752441
	Iteration 83Q: 3 clusters Score -1.411259e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 128093 members 
Entering Unmasked Estep 
Score: -14112586.000000 Penalty: 5872.752441
	Iteration 84Q: 3 clusters Score -1.411259e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 128141 members 
Entering Unmasked Estep 
Score: -14112577.000000 Penalty: 5872.752441
	Iteration 85Q: 3 clusters Score -1.411258e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 128182 members 
Entering Unmasked Estep 
Score: -14112599.000000 Penalty: 5872.752441
	Iteration 86Q: 3 clusters Score -1.41126e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 128207 members 
Entering Unmasked Estep 
Score: -14112624.000000 Penalty: 5872.752441
	Iteration 87Q: 3 clusters Score -1.411262e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 128231 members 
Entering Unmasked Estep 
Score: -14112622.000000 Penalty: 5872.752441
	Iteration 88Q: 3 clusters Score -1.411262e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 128257 members 
Entering Unmasked Estep 
Score: -14112644.000000 Penalty: 5872.752441
	Iteration 89Q: 3 clusters Score -1.411264e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 128283 members 
Entering Unmasked Estep 
Score: -14112636.000000 Penalty: 5872.752441
	Iteration 90Q: 3 clusters Score -1.411264e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 128308 members 
Entering Unmasked Estep 
Score: -14112618.000000 Penalty: 5872.752441
	Iteration 91Q: 3 clusters Score -1.411262e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 128329 members 
Entering Unmasked Estep 
Score: -14112604.000000 Penalty: 5872.752441
	Iteration 92Q: 3 clusters Score -1.41126e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 128346 members 
Entering Unmasked Estep 
Score: -14112637.000000 Penalty: 5872.752441
	Iteration 93Q: 3 clusters Score -1.411264e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 128356 members 
Entering Unmasked Estep 
Score: -14112614.000000 Penalty: 5872.752441
	Iteration 94Q: 3 clusters Score -1.411261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 128360 members 
Entering Unmasked Estep 
Score: -14112614.000000 Penalty: 5872.752441
	Iteration 95Q: 3 clusters Score -1.411261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 128360 members 
Entering Unmasked Estep 
Score: -14112619.000000 Penalty: 5872.752441
	Iteration 96Q: 3 clusters Score -1.411262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 128360 members 
Entering Unmasked Estep 
Score: -14112622.000000 Penalty: 5872.752441
	Iteration 97Q: 3 clusters Score -1.411262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 128362 members 
Entering Unmasked Estep 
Score: -14112629.000000 Penalty: 5872.752441
	Iteration 98Q: 3 clusters Score -1.411263e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 128367 members 
Entering Unmasked Estep 
Score: -14112630.000000 Penalty: 5872.752441
	Iteration 99Q: 3 clusters Score -1.411263e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 128369 members 
Entering Unmasked Estep 
Score: -14112625.000000 Penalty: 5872.752441
	Iteration 100F: 3 clusters Score -1.411262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 128370 members 
Entering Unmasked Estep 
Score: -14112632.000000 Penalty: 5872.752441
	Iteration 101Q: 3 clusters Score -1.411263e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 128373 members 
Entering Unmasked Estep 
Score: -14112640.000000 Penalty: 5872.752441
	Iteration 102Q: 3 clusters Score -1.411264e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 128377 members 
Entering Unmasked Estep 
Score: -14112654.000000 Penalty: 5872.752441
	Iteration 103Q: 3 clusters Score -1.411265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 128381 members 
Entering Unmasked Estep 
Score: -14112651.000000 Penalty: 5872.752441
	Iteration 104Q: 3 clusters Score -1.411265e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 128386 members 
Entering Unmasked Estep 
Score: -14112617.000000 Penalty: 5872.752441
	Iteration 105Q: 3 clusters Score -1.411262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 128387 members 
Entering Unmasked Estep 
Score: -14112617.000000 Penalty: 5872.752441
	Iteration 106Q: 3 clusters Score -1.411262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 128391 members 
Entering Unmasked Estep 
Score: -14112647.000000 Penalty: 5872.752441
	Iteration 107Q: 3 clusters Score -1.411265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 128395 members 
Entering Unmasked Estep 
Score: -14112646.000000 Penalty: 5872.752441
	Iteration 108Q: 3 clusters Score -1.411265e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 128401 members 
Entering Unmasked Estep 
Score: -14112635.000000 Penalty: 5872.752441
	Iteration 109Q: 3 clusters Score -1.411264e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 128406 members 
Entering Unmasked Estep 
Score: -14112608.000000 Penalty: 5872.752441
	Iteration 110Q: 3 clusters Score -1.411261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 128410 members 
Entering Unmasked Estep 
Score: -14112600.000000 Penalty: 5872.752441
	Iteration 111Q: 3 clusters Score -1.41126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 128412 members 
Entering Unmasked Estep 
Score: -14112617.000000 Penalty: 5872.752441
	Iteration 112Q: 3 clusters Score -1.411262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 128415 members 
Entering Unmasked Estep 
Score: -14112613.000000 Penalty: 5872.752441
	Iteration 113Q: 3 clusters Score -1.411261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 128417 members 
Entering Unmasked Estep 
Score: -14112625.000000 Penalty: 5872.752441
	Iteration 114Q: 3 clusters Score -1.411262e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 128417 members 
Entering Unmasked Estep 
Score: -14112625.000000 Penalty: 5872.752441
	Iteration 115F: 3 clusters Score -1.411262e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 10305 members 
Mstep: Class 3 contains 19863 members 
Mstep: Class 4 contains 103353 members 
Mstep: Class 5 contains 96754 members 
Mstep: Class 6 contains 60734 members 
Mstep: Class 7 contains 52332 members 
Mstep: Class 8 contains 194115 members 
Mstep: Class 9 contains 13322 members 
Mstep: Class 10 contains 9694 members 
Mstep: Class 11 contains 28109 members 
Mstep: Class 12 contains 30325 members 
Mstep: Class 13 contains 4318 members 
Mstep: Class 14 contains 81376 members 
Mstep: Class 15 contains 15527 members 
Mstep: Class 16 contains 18958 members 
Mstep: Class 17 contains 10041 members 
Mstep: Class 18 contains 2186 members 
Mstep: Class 19 contains 188946 members 
Mstep: Class 20 contains 28983 members 
Mstep: Class 21 contains 128417 members 
Entering Unmasked Estep 
Score: -114929616.000000 Penalty: 72468.375000
Splitting cluster 2 changes total score from -114918024.000000 to -114929616.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 3 (19863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Entering Unmasked Estep 
Score: -2038957.875000 Penalty: 2454.360352
	Iteration 0F: 2 clusters Score -2038958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -2025007.125000 Penalty: 4908.720703
	Iteration 0F: 3 clusters Score -2025007 nChanged 8765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -2030278.500000 Penalty: 4908.720703
	Iteration 1F: 3 clusters Score -2030278 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2031738.500000 Penalty: 4908.720703
	Iteration 2F: 3 clusters Score -2031738 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -2034297.375000 Penalty: 4908.720703
	Iteration 3F: 3 clusters Score -2034297 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -2037780.000000 Penalty: 4908.720703
	Iteration 4F: 3 clusters Score -2037780 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -2040665.750000 Penalty: 4908.720703
	Iteration 5F: 3 clusters Score -2040666 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -2041974.500000 Penalty: 4908.720703
	Iteration 6F: 3 clusters Score -2041974 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -2042455.000000 Penalty: 4908.720703
	Iteration 7Q: 3 clusters Score -2042455 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -2042643.375000 Penalty: 4908.720703
	Iteration 8Q: 3 clusters Score -2042643 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2042751.375000 Penalty: 4908.720703
	Iteration 9Q: 3 clusters Score -2042751 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -2042844.375000 Penalty: 4908.720703
	Iteration 10Q: 3 clusters Score -2042844 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -2042908.625000 Penalty: 4908.720703
	Iteration 11Q: 3 clusters Score -2042909 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -2042962.125000 Penalty: 4908.720703
	Iteration 12Q: 3 clusters Score -2042962 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -2043002.375000 Penalty: 4908.720703
	Iteration 13Q: 3 clusters Score -2043002 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -2043054.000000 Penalty: 4908.720703
	Iteration 14Q: 3 clusters Score -2043054 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -2043107.875000 Penalty: 4908.720703
	Iteration 15Q: 3 clusters Score -2043108 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -2043200.125000 Penalty: 4908.720703
	Iteration 16Q: 3 clusters Score -2043200 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -2043305.250000 Penalty: 4908.720703
	Iteration 17Q: 3 clusters Score -2043305 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -2043383.375000 Penalty: 4908.720703
	Iteration 18Q: 3 clusters Score -2043383 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -2043420.500000 Penalty: 4908.720703
	Iteration 19Q: 3 clusters Score -2043420 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -2043444.875000 Penalty: 4908.720703
	Iteration 20F: 3 clusters Score -2043445 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -2043461.000000 Penalty: 4908.720703
	Iteration 21Q: 3 clusters Score -2043461 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -2043471.250000 Penalty: 4908.720703
	Iteration 22Q: 3 clusters Score -2043471 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -2043485.875000 Penalty: 4908.720703
	Iteration 23Q: 3 clusters Score -2043486 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -2043494.125000 Penalty: 4908.720703
	Iteration 24Q: 3 clusters Score -2043494 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -2043494.625000 Penalty: 4908.720703
	Iteration 25Q: 3 clusters Score -2043495 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -2043502.250000 Penalty: 4908.720703
	Iteration 26Q: 3 clusters Score -2043502 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -2043505.000000 Penalty: 4908.720703
	Iteration 27Q: 3 clusters Score -2043505 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -2043509.250000 Penalty: 4908.720703
	Iteration 28Q: 3 clusters Score -2043509 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -2043514.000000 Penalty: 4908.720703
	Iteration 29Q: 3 clusters Score -2043514 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -2043512.875000 Penalty: 4908.720703
	Iteration 30Q: 3 clusters Score -2043513 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -2043513.375000 Penalty: 4908.720703
	Iteration 31Q: 3 clusters Score -2043513 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -2043513.375000 Penalty: 4908.720703
	Iteration 32Q: 3 clusters Score -2043513 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -2043515.875000 Penalty: 4908.720703
	Iteration 33Q: 3 clusters Score -2043516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2043519.125000 Penalty: 4908.720703
	Iteration 34Q: 3 clusters Score -2043519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -2043522.750000 Penalty: 4908.720703
	Iteration 35Q: 3 clusters Score -2043523 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -2043529.375000 Penalty: 4908.720703
	Iteration 36Q: 3 clusters Score -2043529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -2043535.625000 Penalty: 4908.720703
	Iteration 37Q: 3 clusters Score -2043536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -2043529.625000 Penalty: 4908.720703
	Iteration 38Q: 3 clusters Score -2043530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -2043530.250000 Penalty: 4908.720703
	Iteration 39Q: 3 clusters Score -2043530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -2043532.625000 Penalty: 4908.720703
	Iteration 40F: 3 clusters Score -2043533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -2043534.375000 Penalty: 4908.720703
	Iteration 41Q: 3 clusters Score -2043534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -2043536.875000 Penalty: 4908.720703
	Iteration 42Q: 3 clusters Score -2043537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -2043534.500000 Penalty: 4908.720703
	Iteration 43Q: 3 clusters Score -2043534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -2043540.750000 Penalty: 4908.720703
	Iteration 44Q: 3 clusters Score -2043541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -2043544.625000 Penalty: 4908.720703
	Iteration 45Q: 3 clusters Score -2043545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -2043545.625000 Penalty: 4908.720703
	Iteration 46Q: 3 clusters Score -2043546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -2043545.625000 Penalty: 4908.720703
	Iteration 47Q: 3 clusters Score -2043546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -2043550.250000 Penalty: 4908.720703
	Iteration 48Q: 3 clusters Score -2043550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -2043547.375000 Penalty: 4908.720703
	Iteration 49Q: 3 clusters Score -2043547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -2043548.875000 Penalty: 4908.720703
	Iteration 50Q: 3 clusters Score -2043549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -2043550.000000 Penalty: 4908.720703
	Iteration 51Q: 3 clusters Score -2043550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2043546.875000 Penalty: 4908.720703
	Iteration 52Q: 3 clusters Score -2043547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -2043546.500000 Penalty: 4908.720703
	Iteration 53Q: 3 clusters Score -2043546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -2043547.375000 Penalty: 4908.720703
	Iteration 54Q: 3 clusters Score -2043547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -2043547.375000 Penalty: 4908.720703
	Iteration 55Q: 3 clusters Score -2043547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -2043549.750000 Penalty: 4908.720703
	Iteration 56Q: 3 clusters Score -2043550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -2043549.750000 Penalty: 4908.720703
	Iteration 57F: 3 clusters Score -2043550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 10305 members 
Mstep: Class 3 contains 3732 members 
Mstep: Class 4 contains 103353 members 
Mstep: Class 5 contains 96754 members 
Mstep: Class 6 contains 60734 members 
Mstep: Class 7 contains 52332 members 
Mstep: Class 8 contains 194115 members 
Mstep: Class 9 contains 13322 members 
Mstep: Class 10 contains 9694 members 
Mstep: Class 11 contains 28109 members 
Mstep: Class 12 contains 30325 members 
Mstep: Class 13 contains 4318 members 
Mstep: Class 14 contains 81376 members 
Mstep: Class 15 contains 15527 members 
Mstep: Class 16 contains 18958 members 
Mstep: Class 17 contains 10041 members 
Mstep: Class 18 contains 2186 members 
Mstep: Class 19 contains 188946 members 
Mstep: Class 20 contains 28983 members 
Mstep: Class 21 contains 128417 members 
Mstep: Class 22 contains 16131 members 
Entering Unmasked Estep 
Score: -114933336.000000 Penalty: 75919.242188
Splitting cluster 3 changes total score from -114918024.000000 to -114933336.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 4 (103353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103353 members 
Entering Unmasked Estep 
Score: -11384454.000000 Penalty: 2863.384766
	Iteration 0F: 2 clusters Score -1.138445e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51508 members 
Mstep: Class 2 contains 51845 members 
Entering Unmasked Estep 
Score: -11315187.000000 Penalty: 5726.769531
	Iteration 0F: 3 clusters Score -1.131519e+07 nChanged 48874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48560 members 
Mstep: Class 2 contains 54793 members 
Entering Unmasked Estep 
Score: -11343556.000000 Penalty: 5726.769531
	Iteration 1F: 3 clusters Score -1.134356e+07 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46311 members 
Mstep: Class 2 contains 57042 members 
Entering Unmasked Estep 
Score: -11345095.000000 Penalty: 5726.769531
	Iteration 2Q: 3 clusters Score -1.13451e+07 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42881 members 
Mstep: Class 2 contains 60472 members 
Entering Unmasked Estep 
Score: -11347634.000000 Penalty: 5726.769531
	Iteration 3F: 3 clusters Score -1.134763e+07 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37968 members 
Mstep: Class 2 contains 65385 members 
Entering Unmasked Estep 
Score: -11351816.000000 Penalty: 5726.769531
	Iteration 4F: 3 clusters Score -1.135182e+07 nChanged 8068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 71613 members 
Entering Unmasked Estep 
Score: -11357868.000000 Penalty: 5726.769531
	Iteration 5F: 3 clusters Score -1.135787e+07 nChanged 8208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 78221 members 
Entering Unmasked Estep 
Score: -11364062.000000 Penalty: 5726.769531
	Iteration 6F: 3 clusters Score -1.136406e+07 nChanged 7149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 84354 members 
Entering Unmasked Estep 
Score: -11369475.000000 Penalty: 5726.769531
	Iteration 7F: 3 clusters Score -1.136948e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 89309 members 
Entering Unmasked Estep 
Score: -11373362.000000 Penalty: 5726.769531
	Iteration 8F: 3 clusters Score -1.137336e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 93089 members 
Entering Unmasked Estep 
Score: -11376273.000000 Penalty: 5726.769531
	Iteration 9Q: 3 clusters Score -1.137627e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 96002 members 
Entering Unmasked Estep 
Score: -11378474.000000 Penalty: 5726.769531
	Iteration 10Q: 3 clusters Score -1.137847e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 98043 members 
Entering Unmasked Estep 
Score: -11379830.000000 Penalty: 5726.769531
	Iteration 11Q: 3 clusters Score -1.137983e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 99450 members 
Entering Unmasked Estep 
Score: -11380738.000000 Penalty: 5726.769531
	Iteration 12Q: 3 clusters Score -1.138074e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 100340 members 
Entering Unmasked Estep 
Score: -11381219.000000 Penalty: 5726.769531
	Iteration 13Q: 3 clusters Score -1.138122e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 100907 members 
Entering Unmasked Estep 
Score: -11381510.000000 Penalty: 5726.769531
	Iteration 14Q: 3 clusters Score -1.138151e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 101277 members 
Entering Unmasked Estep 
Score: -11381722.000000 Penalty: 5726.769531
	Iteration 15Q: 3 clusters Score -1.138172e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 101495 members 
Entering Unmasked Estep 
Score: -11381871.000000 Penalty: 5726.769531
	Iteration 16Q: 3 clusters Score -1.138187e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 101672 members 
Entering Unmasked Estep 
Score: -11381974.000000 Penalty: 5726.769531
	Iteration 17Q: 3 clusters Score -1.138197e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 101805 members 
Entering Unmasked Estep 
Score: -11382052.000000 Penalty: 5726.769531
	Iteration 18Q: 3 clusters Score -1.138205e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 101900 members 
Entering Unmasked Estep 
Score: -11382082.000000 Penalty: 5726.769531
	Iteration 19Q: 3 clusters Score -1.138208e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 101971 members 
Entering Unmasked Estep 
Score: -11382107.000000 Penalty: 5726.769531
	Iteration 20F: 3 clusters Score -1.138211e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 102029 members 
Entering Unmasked Estep 
Score: -11382125.000000 Penalty: 5726.769531
	Iteration 21Q: 3 clusters Score -1.138212e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 102074 members 
Entering Unmasked Estep 
Score: -11382166.000000 Penalty: 5726.769531
	Iteration 22Q: 3 clusters Score -1.138217e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 102108 members 
Entering Unmasked Estep 
Score: -11382193.000000 Penalty: 5726.769531
	Iteration 23Q: 3 clusters Score -1.138219e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 102131 members 
Entering Unmasked Estep 
Score: -11382206.000000 Penalty: 5726.769531
	Iteration 24Q: 3 clusters Score -1.138221e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 102156 members 
Entering Unmasked Estep 
Score: -11382239.000000 Penalty: 5726.769531
	Iteration 25Q: 3 clusters Score -1.138224e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 102173 members 
Entering Unmasked Estep 
Score: -11382225.000000 Penalty: 5726.769531
	Iteration 26Q: 3 clusters Score -1.138222e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 102176 members 
Entering Unmasked Estep 
Score: -11382237.000000 Penalty: 5726.769531
	Iteration 27Q: 3 clusters Score -1.138224e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 102185 members 
Entering Unmasked Estep 
Score: -11382258.000000 Penalty: 5726.769531
	Iteration 28Q: 3 clusters Score -1.138226e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 102190 members 
Entering Unmasked Estep 
Score: -11382261.000000 Penalty: 5726.769531
	Iteration 29Q: 3 clusters Score -1.138226e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 102201 members 
Entering Unmasked Estep 
Score: -11382265.000000 Penalty: 5726.769531
	Iteration 30Q: 3 clusters Score -1.138226e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 102218 members 
Entering Unmasked Estep 
Score: -11382284.000000 Penalty: 5726.769531
	Iteration 31Q: 3 clusters Score -1.138228e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 102233 members 
Entering Unmasked Estep 
Score: -11382280.000000 Penalty: 5726.769531
	Iteration 32Q: 3 clusters Score -1.138228e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 102249 members 
Entering Unmasked Estep 
Score: -11382292.000000 Penalty: 5726.769531
	Iteration 33Q: 3 clusters Score -1.138229e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 102260 members 
Entering Unmasked Estep 
Score: -11382284.000000 Penalty: 5726.769531
	Iteration 34Q: 3 clusters Score -1.138228e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 102268 members 
Entering Unmasked Estep 
Score: -11382291.000000 Penalty: 5726.769531
	Iteration 35Q: 3 clusters Score -1.138229e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 102275 members 
Entering Unmasked Estep 
Score: -11382312.000000 Penalty: 5726.769531
	Iteration 36Q: 3 clusters Score -1.138231e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 102288 members 
Entering Unmasked Estep 
Score: -11382320.000000 Penalty: 5726.769531
	Iteration 37Q: 3 clusters Score -1.138232e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 102295 members 
Entering Unmasked Estep 
Score: -11382334.000000 Penalty: 5726.769531
	Iteration 38Q: 3 clusters Score -1.138233e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 102303 members 
Entering Unmasked Estep 
Score: -11382345.000000 Penalty: 5726.769531
	Iteration 39Q: 3 clusters Score -1.138234e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 102316 members 
Entering Unmasked Estep 
Score: -11382344.000000 Penalty: 5726.769531
	Iteration 40F: 3 clusters Score -1.138234e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 102331 members 
Entering Unmasked Estep 
Score: -11382361.000000 Penalty: 5726.769531
	Iteration 41Q: 3 clusters Score -1.138236e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 102341 members 
Entering Unmasked Estep 
Score: -11382370.000000 Penalty: 5726.769531
	Iteration 42Q: 3 clusters Score -1.138237e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 102349 members 
Entering Unmasked Estep 
Score: -11382354.000000 Penalty: 5726.769531
	Iteration 43Q: 3 clusters Score -1.138235e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 102358 members 
Entering Unmasked Estep 
Score: -11382367.000000 Penalty: 5726.769531
	Iteration 44Q: 3 clusters Score -1.138237e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 102363 members 
Entering Unmasked Estep 
Score: -11382369.000000 Penalty: 5726.769531
	Iteration 45Q: 3 clusters Score -1.138237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 102365 members 
Entering Unmasked Estep 
Score: -11382369.000000 Penalty: 5726.769531
	Iteration 46Q: 3 clusters Score -1.138237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 102364 members 
Entering Unmasked Estep 
Score: -11382375.000000 Penalty: 5726.769531
	Iteration 47Q: 3 clusters Score -1.138238e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 102365 members 
Entering Unmasked Estep 
Score: -11382371.000000 Penalty: 5726.769531
	Iteration 48Q: 3 clusters Score -1.138237e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 102365 members 
Entering Unmasked Estep 
Score: -11382371.000000 Penalty: 5726.769531
	Iteration 49F: 3 clusters Score -1.138237e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (96754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96754 members 
Entering Unmasked Estep 
Score: -9863493.000000 Penalty: 2847.021973
	Iteration 0F: 2 clusters Score -9863493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48567 members 
Mstep: Class 2 contains 48187 members 
Entering Unmasked Estep 
Score: -9798816.000000 Penalty: 5694.043945
	Iteration 0F: 3 clusters Score -9798816 nChanged 45585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50086 members 
Mstep: Class 2 contains 46668 members 
Entering Unmasked Estep 
Score: -9828683.000000 Penalty: 5694.043945
	Iteration 1F: 3 clusters Score -9828683 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50354 members 
Mstep: Class 2 contains 46400 members 
Entering Unmasked Estep 
Score: -9836922.000000 Penalty: 5694.043945
	Iteration 2F: 3 clusters Score -9836922 nChanged 9421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51339 members 
Mstep: Class 2 contains 45415 members 
Entering Unmasked Estep 
Score: -9848905.000000 Penalty: 5694.043945
	Iteration 3F: 3 clusters Score -9848905 nChanged 9146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54179 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
Score: -9858735.000000 Penalty: 5694.043945
	Iteration 4F: 3 clusters Score -9858735 nChanged 7302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58007 members 
Mstep: Class 2 contains 38747 members 
Entering Unmasked Estep 
Score: -9865490.000000 Penalty: 5694.043945
	Iteration 5F: 3 clusters Score -9865490 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61936 members 
Mstep: Class 2 contains 34818 members 
Entering Unmasked Estep 
Score: -9870101.000000 Penalty: 5694.043945
	Iteration 6F: 3 clusters Score -9870101 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65497 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
Score: -9873598.000000 Penalty: 5694.043945
	Iteration 7Q: 3 clusters Score -9873598 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68681 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -9876803.000000 Penalty: 5694.043945
	Iteration 8Q: 3 clusters Score -9876803 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71431 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -9879703.000000 Penalty: 5694.043945
	Iteration 9Q: 3 clusters Score -9879703 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73734 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -9881983.000000 Penalty: 5694.043945
	Iteration 10Q: 3 clusters Score -9881983 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75660 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -9883777.000000 Penalty: 5694.043945
	Iteration 11Q: 3 clusters Score -9883777 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77319 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -9885330.000000 Penalty: 5694.043945
	Iteration 12Q: 3 clusters Score -9885330 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78808 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -9886817.000000 Penalty: 5694.043945
	Iteration 13Q: 3 clusters Score -9886817 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80130 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -9888352.000000 Penalty: 5694.043945
	Iteration 14Q: 3 clusters Score -9888352 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81355 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -9890213.000000 Penalty: 5694.043945
	Iteration 15Q: 3 clusters Score -9890213 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82435 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -9892477.000000 Penalty: 5694.043945
	Iteration 16Q: 3 clusters Score -9892477 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83181 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -9893551.000000 Penalty: 5694.043945
	Iteration 17Q: 3 clusters Score -9893551 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83684 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -9893914.000000 Penalty: 5694.043945
	Iteration 18Q: 3 clusters Score -9893914 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84029 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -9894093.000000 Penalty: 5694.043945
	Iteration 19Q: 3 clusters Score -9894093 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84259 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -9894146.000000 Penalty: 5694.043945
	Iteration 20F: 3 clusters Score -9894146 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84386 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -9894197.000000 Penalty: 5694.043945
	Iteration 21Q: 3 clusters Score -9894197 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84477 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -9894217.000000 Penalty: 5694.043945
	Iteration 22Q: 3 clusters Score -9894217 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84549 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -9894258.000000 Penalty: 5694.043945
	Iteration 23Q: 3 clusters Score -9894258 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84590 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -9894245.000000 Penalty: 5694.043945
	Iteration 24Q: 3 clusters Score -9894245 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84621 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -9894254.000000 Penalty: 5694.043945
	Iteration 25Q: 3 clusters Score -9894254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84635 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -9894268.000000 Penalty: 5694.043945
	Iteration 26Q: 3 clusters Score -9894268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84643 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -9894255.000000 Penalty: 5694.043945
	Iteration 27Q: 3 clusters Score -9894255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84652 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -9894251.000000 Penalty: 5694.043945
	Iteration 28Q: 3 clusters Score -9894251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84658 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -9894241.000000 Penalty: 5694.043945
	Iteration 29Q: 3 clusters Score -9894241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84660 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -9894251.000000 Penalty: 5694.043945
	Iteration 30Q: 3 clusters Score -9894251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84663 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -9894239.000000 Penalty: 5694.043945
	Iteration 31Q: 3 clusters Score -9894239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84665 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -9894246.000000 Penalty: 5694.043945
	Iteration 32Q: 3 clusters Score -9894246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84665 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -9894246.000000 Penalty: 5694.043945
	Iteration 33F: 3 clusters Score -9894246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 10305 members 
Mstep: Class 3 contains 3732 members 
Mstep: Class 4 contains 103353 members 
Mstep: Class 5 contains 84665 members 
Mstep: Class 6 contains 60734 members 
Mstep: Class 7 contains 52332 members 
Mstep: Class 8 contains 194115 members 
Mstep: Class 9 contains 13322 members 
Mstep: Class 10 contains 9694 members 
Mstep: Class 11 contains 28109 members 
Mstep: Class 12 contains 30325 members 
Mstep: Class 13 contains 4318 members 
Mstep: Class 14 contains 81376 members 
Mstep: Class 15 contains 15527 members 
Mstep: Class 16 contains 18958 members 
Mstep: Class 17 contains 10041 members 
Mstep: Class 18 contains 2186 members 
Mstep: Class 19 contains 188946 members 
Mstep: Class 20 contains 28983 members 
Mstep: Class 21 contains 128417 members 
Mstep: Class 22 contains 16131 members 
Mstep: Class 23 contains 12089 members 
Entering Unmasked Estep 
Score: -114964896.000000 Penalty: 79370.117188
Splitting cluster 5 changes total score from -114918024.000000 to -114964896.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 6 (60734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60734 members 
Entering Unmasked Estep 
Score: -6517922.500000 Penalty: 2731.536377
	Iteration 0F: 2 clusters Score -6517922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -6477480.500000 Penalty: 5463.072754
	Iteration 0F: 3 clusters Score -6477480 nChanged 28038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -6494072.500000 Penalty: 5463.072754
	Iteration 1F: 3 clusters Score -6494072 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 29879 members 
Entering Unmasked Estep 
Score: -6496068.500000 Penalty: 5463.072754
	Iteration 2F: 3 clusters Score -6496068 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -6498664.500000 Penalty: 5463.072754
	Iteration 3F: 3 clusters Score -6498664 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32239 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -6501748.000000 Penalty: 5463.072754
	Iteration 4F: 3 clusters Score -6501748 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33544 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -6504931.000000 Penalty: 5463.072754
	Iteration 5F: 3 clusters Score -6504931 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -6508338.000000 Penalty: 5463.072754
	Iteration 6F: 3 clusters Score -6508338 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -6511066.500000 Penalty: 5463.072754
	Iteration 7F: 3 clusters Score -6511066 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37438 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -6513111.000000 Penalty: 5463.072754
	Iteration 8F: 3 clusters Score -6513111 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38416 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -6514785.000000 Penalty: 5463.072754
	Iteration 9Q: 3 clusters Score -6514785 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -6516239.500000 Penalty: 5463.072754
	Iteration 10Q: 3 clusters Score -6516240 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -6517241.500000 Penalty: 5463.072754
	Iteration 11Q: 3 clusters Score -6517242 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40387 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -6517887.500000 Penalty: 5463.072754
	Iteration 12Q: 3 clusters Score -6517888 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40780 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -6518227.500000 Penalty: 5463.072754
	Iteration 13Q: 3 clusters Score -6518228 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41077 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -6518439.000000 Penalty: 5463.072754
	Iteration 14Q: 3 clusters Score -6518439 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -6518500.000000 Penalty: 5463.072754
	Iteration 15Q: 3 clusters Score -6518500 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41631 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -6518594.500000 Penalty: 5463.072754
	Iteration 16Q: 3 clusters Score -6518594 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41857 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -6518640.000000 Penalty: 5463.072754
	Iteration 17Q: 3 clusters Score -6518640 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -6518748.500000 Penalty: 5463.072754
	Iteration 18Q: 3 clusters Score -6518748 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42270 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -6518803.000000 Penalty: 5463.072754
	Iteration 19Q: 3 clusters Score -6518803 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42481 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -6518834.000000 Penalty: 5463.072754
	Iteration 20F: 3 clusters Score -6518834 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42649 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -6518843.000000 Penalty: 5463.072754
	Iteration 21Q: 3 clusters Score -6518843 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42781 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -6518863.500000 Penalty: 5463.072754
	Iteration 22Q: 3 clusters Score -6518864 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6518879 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43013 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -6518915.500000 Penalty: 5463.072754
	Iteration 24Q: 3 clusters Score -6518916 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43108 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6518892 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43205 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6518905 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43296 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -6518912.000000 Penalty: 5463.072754
	Iteration 27Q: 3 clusters Score -6518912 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43390 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6518901 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43486 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6518918 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43596 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -6518923.000000 Penalty: 5463.072754
	Iteration 30Q: 3 clusters Score -6518923 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -6518926.500000 Penalty: 5463.072754
	Iteration 31Q: 3 clusters Score -6518926 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43789 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -6518936.000000 Penalty: 5463.072754
	Iteration 32Q: 3 clusters Score -6518936 nChanged 104
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Mstep: Class 1 contains 43893 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -6518955.500000 Penalty: 5463.072754
	Iteration 33Q: 3 clusters Score -6518956 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43971 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6518957 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44061 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -6518978.000000 Penalty: 5463.072754
	Iteration 35Q: 3 clusters Score -6518978 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44140 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6518975 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44216 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6518969 nChanged 74
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Mstep: Class 1 contains 44290 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6518962 nChanged 81
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Mstep: Class 1 contains 44371 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6518978 nChanged 84
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Mstep: Class 1 contains 44453 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6518976 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6518972 nChanged 62
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Mstep: Class 1 contains 44584 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6518966 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44653 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6518977 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44717 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6518974 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44783 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -6518983.500000 Penalty: 5463.072754
	Iteration 45Q: 3 clusters Score -6518984 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44845 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6519000 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44901 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6519000 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44946 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6518996 nChanged 36
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Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6518996 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45006 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6518990 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45028 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -6519002.000000 Penalty: 5463.072754
	Iteration 51Q: 3 clusters Score -6519002 nChanged 22
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Mstep: Class 1 contains 45048 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6518996 nChanged 21
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Mstep: Class 1 contains 45069 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -6519001.500000 Penalty: 5463.072754
	Iteration 53Q: 3 clusters Score -6519002 nChanged 19
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Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6518989 nChanged 19
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Mstep: Class 1 contains 45107 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6519001 nChanged 13
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Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6519005 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45136 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -6519006.500000 Penalty: 5463.072754
	Iteration 57Q: 3 clusters Score -6519006 nChanged 17
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Mstep: Class 1 contains 45153 members 
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Entering Unmasked Estep 
Score: -6519014.500000 Penalty: 5463.072754
	Iteration 58Q: 3 clusters Score -6519014 nChanged 10
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Mstep: Class 1 contains 45163 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -6519017.500000 Penalty: 5463.072754
	Iteration 59Q: 3 clusters Score -6519018 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45179 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -6519022.500000 Penalty: 5463.072754
	Iteration 60F: 3 clusters Score -6519022 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45191 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -6519008.000000 Penalty: 5463.072754
	Iteration 61Q: 3 clusters Score -6519008 nChanged 10
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Mstep: Class 1 contains 45201 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6519018 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45215 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6519026 nChanged 15
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Mstep: Class 1 contains 45230 members 
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Entering Unmasked Estep 
Score: -6519023.500000 Penalty: 5463.072754
	Iteration 64Q: 3 clusters Score -6519024 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45249 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -6519039.500000 Penalty: 5463.072754
	Iteration 65Q: 3 clusters Score -6519040 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45267 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6519036 nChanged 10
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Mstep: Class 1 contains 45277 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6519039 nChanged 13
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Mstep: Class 1 contains 45290 members 
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Entering Unmasked Estep 
Score: -6519030.500000 Penalty: 5463.072754
	Iteration 68Q: 3 clusters Score -6519030 nChanged 11
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6519038 nChanged 10
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Mstep: Class 1 contains 45311 members 
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Entering Unmasked Estep 
Score: -6519033.500000 Penalty: 5463.072754
	Iteration 70Q: 3 clusters Score -6519034 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45321 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -6519045.500000 Penalty: 5463.072754
	Iteration 71Q: 3 clusters Score -6519046 nChanged 10
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Mstep: Class 1 contains 45331 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6519037 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45348 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6519040 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -6519043.500000 Penalty: 5463.072754
	Iteration 74Q: 3 clusters Score -6519044 nChanged 22
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -6519048.500000 Penalty: 5463.072754
	Iteration 75Q: 3 clusters Score -6519048 nChanged 17
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Mstep: Class 1 contains 45404 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6519054 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45427 members 
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Entering Unmasked Estep 
Score: -6519041.000000 Penalty: 5463.072754
	Iteration 77Q: 3 clusters Score -6519041 nChanged 23
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Mstep: Class 1 contains 45450 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6519046 nChanged 19
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Mstep: Class 1 contains 45469 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6519056 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45485 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -6519067.500000 Penalty: 5463.072754
	Iteration 80F: 3 clusters Score -6519068 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45497 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6519054 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45511 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6519045 nChanged 15
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Mstep: Class 1 contains 45526 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -6519051.000000 Penalty: 5463.072754
	Iteration 83Q: 3 clusters Score -6519051 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45543 members 
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Entering Unmasked Estep 
Score: -6519038.500000 Penalty: 5463.072754
	Iteration 84Q: 3 clusters Score -6519038 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45559 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6519048 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45576 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6519046 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45588 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6519048 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45598 members 
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Entering Unmasked Estep 
Score: -6519063.000000 Penalty: 5463.072754
	Iteration 88Q: 3 clusters Score -6519063 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45607 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6519060 nChanged 17
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Mstep: Class 1 contains 45624 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -6519071.000000 Penalty: 5463.072754
	Iteration 90Q: 3 clusters Score -6519071 nChanged 14
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Mstep: Class 1 contains 45638 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6519061 nChanged 11
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Mstep: Class 1 contains 45647 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6519062 nChanged 13
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Mstep: Class 1 contains 45660 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6519064 nChanged 13
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Mstep: Class 1 contains 45673 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -6519076.000000 Penalty: 5463.072754
	Iteration 94Q: 3 clusters Score -6519076 nChanged 11
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Mstep: Class 1 contains 45684 members 
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Entering Unmasked Estep 
Score: -6519082.500000 Penalty: 5463.072754
	Iteration 95Q: 3 clusters Score -6519082 nChanged 15
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Mstep: Class 1 contains 45699 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6519088 nChanged 19
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Mstep: Class 1 contains 45718 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6519086 nChanged 16
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Mstep: Class 1 contains 45732 members 
Mstep: Class 2 contains 15002 members 
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	Iteration 98Q: 3 clusters Score -6519083 nChanged 33
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Mstep: Class 1 contains 45765 members 
Mstep: Class 2 contains 14969 members 
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	Iteration 99Q: 3 clusters Score -6519076 nChanged 30
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Mstep: Class 1 contains 45793 members 
Mstep: Class 2 contains 14941 members 
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	Iteration 100F: 3 clusters Score -6519083 nChanged 23
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	Iteration 101Q: 3 clusters Score -6519077 nChanged 25
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	Iteration 102Q: 3 clusters Score -6519090 nChanged 16
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	Iteration 103Q: 3 clusters Score -6519086 nChanged 14
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Mstep: Class 1 contains 45867 members 
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	Iteration 104Q: 3 clusters Score -6519086 nChanged 12
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	Iteration 105Q: 3 clusters Score -6519083 nChanged 12
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Entering Unmasked Estep 
Score: -6519101.000000 Penalty: 5463.072754
	Iteration 106Q: 3 clusters Score -6519101 nChanged 10
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6519088 nChanged 6
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6519081 nChanged 2
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6519079 nChanged 2
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	Iteration 110Q: 3 clusters Score -6519084 nChanged 1
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	Iteration 111Q: 3 clusters Score -6519083 nChanged 2
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6519082 nChanged 0
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Entering Unmasked Estep 
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	Iteration 113F: 3 clusters Score -6519082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 10305 members 
Mstep: Class 3 contains 3732 members 
Mstep: Class 4 contains 103353 members 
Mstep: Class 5 contains 84665 members 
Mstep: Class 6 contains 45914 members 
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Mstep: Class 8 contains 194115 members 
Mstep: Class 9 contains 13322 members 
Mstep: Class 10 contains 9694 members 
Mstep: Class 11 contains 28109 members 
Mstep: Class 12 contains 30325 members 
Mstep: Class 13 contains 4318 members 
Mstep: Class 14 contains 81376 members 
Mstep: Class 15 contains 15527 members 
Mstep: Class 16 contains 18958 members 
Mstep: Class 17 contains 10041 members 
Mstep: Class 18 contains 2186 members 
Mstep: Class 19 contains 188946 members 
Mstep: Class 20 contains 28983 members 
Mstep: Class 21 contains 128417 members 
Mstep: Class 22 contains 16131 members 
Mstep: Class 23 contains 12089 members 
Mstep: Class 24 contains 14820 members 
Entering Unmasked Estep 
Score: -114965104.000000 Penalty: 82820.992188
Splitting cluster 6 changes total score from -114918024.000000 to -114965104.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 7 (52332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52332 members 
Entering Unmasked Estep 
Score: -5554964.000000 Penalty: 2694.610107
	Iteration 0F: 2 clusters Score -5554964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -5519805.000000 Penalty: 5389.220215
	Iteration 0F: 3 clusters Score -5519805 nChanged 24336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -5534777.500000 Penalty: 5389.220215
	Iteration 1F: 3 clusters Score -5534778 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -5537996.000000 Penalty: 5389.220215
	Iteration 2F: 3 clusters Score -5537996 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -5542154.500000 Penalty: 5389.220215
	Iteration 3F: 3 clusters Score -5542154 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -5546316.500000 Penalty: 5389.220215
	Iteration 4F: 3 clusters Score -5546316 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -5549963.000000 Penalty: 5389.220215
	Iteration 5F: 3 clusters Score -5549963 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -5552711.000000 Penalty: 5389.220215
	Iteration 6F: 3 clusters Score -5552711 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -5554386.500000 Penalty: 5389.220215
	Iteration 7Q: 3 clusters Score -5554386 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -5555375.500000 Penalty: 5389.220215
	Iteration 8Q: 3 clusters Score -5555376 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -5556014.500000 Penalty: 5389.220215
	Iteration 9Q: 3 clusters Score -5556014 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -5556431.500000 Penalty: 5389.220215
	Iteration 10Q: 3 clusters Score -5556432 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
Score: -5556659.000000 Penalty: 5389.220215
	Iteration 11Q: 3 clusters Score -5556659 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -5556809.500000 Penalty: 5389.220215
	Iteration 12Q: 3 clusters Score -5556810 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -5556872.000000 Penalty: 5389.220215
	Iteration 13Q: 3 clusters Score -5556872 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -5556958.500000 Penalty: 5389.220215
	Iteration 14Q: 3 clusters Score -5556958 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -5557036.000000 Penalty: 5389.220215
	Iteration 15Q: 3 clusters Score -5557036 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -5557091.000000 Penalty: 5389.220215
	Iteration 16Q: 3 clusters Score -5557091 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -5557120.000000 Penalty: 5389.220215
	Iteration 17Q: 3 clusters Score -5557120 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -5557134.000000 Penalty: 5389.220215
	Iteration 18Q: 3 clusters Score -5557134 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -5557197.500000 Penalty: 5389.220215
	Iteration 19Q: 3 clusters Score -5557198 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -5557255.500000 Penalty: 5389.220215
	Iteration 20F: 3 clusters Score -5557256 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -5557302.500000 Penalty: 5389.220215
	Iteration 21Q: 3 clusters Score -5557302 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -5557339.000000 Penalty: 5389.220215
	Iteration 22Q: 3 clusters Score -5557339 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 32365 members 
Entering Unmasked Estep 
Score: -5557392.000000 Penalty: 5389.220215
	Iteration 23Q: 3 clusters Score -5557392 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -5557418.000000 Penalty: 5389.220215
	Iteration 24Q: 3 clusters Score -5557418 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -5557433.500000 Penalty: 5389.220215
	Iteration 25Q: 3 clusters Score -5557434 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -5557431.000000 Penalty: 5389.220215
	Iteration 26Q: 3 clusters Score -5557431 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 33299 members 
Entering Unmasked Estep 
Score: -5557466.000000 Penalty: 5389.220215
	Iteration 27Q: 3 clusters Score -5557466 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -5557490.500000 Penalty: 5389.220215
	Iteration 28Q: 3 clusters Score -5557490 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -5557531.000000 Penalty: 5389.220215
	Iteration 29Q: 3 clusters Score -5557531 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -5557557.000000 Penalty: 5389.220215
	Iteration 30Q: 3 clusters Score -5557557 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 34092 members 
Entering Unmasked Estep 
Score: -5557556.000000 Penalty: 5389.220215
	Iteration 31Q: 3 clusters Score -5557556 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 34285 members 
Entering Unmasked Estep 
Score: -5557592.000000 Penalty: 5389.220215
	Iteration 32Q: 3 clusters Score -5557592 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 34459 members 
Entering Unmasked Estep 
Score: -5557586.500000 Penalty: 5389.220215
	Iteration 33Q: 3 clusters Score -5557586 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -5557608.000000 Penalty: 5389.220215
	Iteration 34Q: 3 clusters Score -5557608 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -5557609.500000 Penalty: 5389.220215
	Iteration 35Q: 3 clusters Score -5557610 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -5557629.000000 Penalty: 5389.220215
	Iteration 36Q: 3 clusters Score -5557629 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -5557664.000000 Penalty: 5389.220215
	Iteration 37Q: 3 clusters Score -5557664 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -5557680.500000 Penalty: 5389.220215
	Iteration 38Q: 3 clusters Score -5557680 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 35457 members 
Entering Unmasked Estep 
Score: -5557686.000000 Penalty: 5389.220215
	Iteration 39Q: 3 clusters Score -5557686 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -5557703.500000 Penalty: 5389.220215
	Iteration 40F: 3 clusters Score -5557704 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -5557727.500000 Penalty: 5389.220215
	Iteration 41Q: 3 clusters Score -5557728 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 36043 members 
Entering Unmasked Estep 
Score: -5557755.000000 Penalty: 5389.220215
	Iteration 42Q: 3 clusters Score -5557755 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -5557784.500000 Penalty: 5389.220215
	Iteration 43Q: 3 clusters Score -5557784 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -5557810.000000 Penalty: 5389.220215
	Iteration 44Q: 3 clusters Score -5557810 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 36674 members 
Entering Unmasked Estep 
Score: -5557847.000000 Penalty: 5389.220215
	Iteration 45Q: 3 clusters Score -5557847 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 36859 members 
Entering Unmasked Estep 
Score: -5557856.000000 Penalty: 5389.220215
	Iteration 46Q: 3 clusters Score -5557856 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -5557903.000000 Penalty: 5389.220215
	Iteration 47Q: 3 clusters Score -5557903 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 37272 members 
Entering Unmasked Estep 
Score: -5557938.000000 Penalty: 5389.220215
	Iteration 48Q: 3 clusters Score -5557938 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 37501 members 
Entering Unmasked Estep 
Score: -5557953.000000 Penalty: 5389.220215
	Iteration 49Q: 3 clusters Score -5557953 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -5557980.000000 Penalty: 5389.220215
	Iteration 50Q: 3 clusters Score -5557980 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 37937 members 
Entering Unmasked Estep 
Score: -5558001.500000 Penalty: 5389.220215
	Iteration 51Q: 3 clusters Score -5558002 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 38202 members 
Entering Unmasked Estep 
Score: -5558065.000000 Penalty: 5389.220215
	Iteration 52Q: 3 clusters Score -5558065 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 38467 members 
Entering Unmasked Estep 
Score: -5558101.000000 Penalty: 5389.220215
	Iteration 53Q: 3 clusters Score -5558101 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 38709 members 
Entering Unmasked Estep 
Score: -5558141.500000 Penalty: 5389.220215
	Iteration 54Q: 3 clusters Score -5558142 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -5558191.500000 Penalty: 5389.220215
	Iteration 55Q: 3 clusters Score -5558192 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 39160 members 
Entering Unmasked Estep 
Score: -5558219.000000 Penalty: 5389.220215
	Iteration 56Q: 3 clusters Score -5558219 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -5558235.000000 Penalty: 5389.220215
	Iteration 57Q: 3 clusters Score -5558235 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 39541 members 
Entering Unmasked Estep 
Score: -5558266.500000 Penalty: 5389.220215
	Iteration 58Q: 3 clusters Score -5558266 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 39738 members 
Entering Unmasked Estep 
Score: -5558294.000000 Penalty: 5389.220215
	Iteration 59Q: 3 clusters Score -5558294 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 39939 members 
Entering Unmasked Estep 
Score: -5558316.000000 Penalty: 5389.220215
	Iteration 60F: 3 clusters Score -5558316 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 40101 members 
Entering Unmasked Estep 
Score: -5558356.500000 Penalty: 5389.220215
	Iteration 61Q: 3 clusters Score -5558356 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -5558390.500000 Penalty: 5389.220215
	Iteration 62Q: 3 clusters Score -5558390 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -5558419.000000 Penalty: 5389.220215
	Iteration 63Q: 3 clusters Score -5558419 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 40649 members 
Entering Unmasked Estep 
Score: -5558448.500000 Penalty: 5389.220215
	Iteration 64Q: 3 clusters Score -5558448 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -5558456.000000 Penalty: 5389.220215
	Iteration 65Q: 3 clusters Score -5558456 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -5558479.500000 Penalty: 5389.220215
	Iteration 66Q: 3 clusters Score -5558480 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 41217 members 
Entering Unmasked Estep 
Score: -5558520.000000 Penalty: 5389.220215
	Iteration 67Q: 3 clusters Score -5558520 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 41447 members 
Entering Unmasked Estep 
Score: -5558566.000000 Penalty: 5389.220215
	Iteration 68Q: 3 clusters Score -5558566 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -5558611.000000 Penalty: 5389.220215
	Iteration 69Q: 3 clusters Score -5558611 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 41887 members 
Entering Unmasked Estep 
Score: -5558659.000000 Penalty: 5389.220215
	Iteration 70Q: 3 clusters Score -5558659 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 42108 members 
Entering Unmasked Estep 
Score: -5558737.000000 Penalty: 5389.220215
	Iteration 71Q: 3 clusters Score -5558737 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -5558788.000000 Penalty: 5389.220215
	Iteration 72Q: 3 clusters Score -5558788 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 42586 members 
Entering Unmasked Estep 
Score: -5558833.000000 Penalty: 5389.220215
	Iteration 73Q: 3 clusters Score -5558833 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 42822 members 
Entering Unmasked Estep 
Score: -5558878.500000 Penalty: 5389.220215
	Iteration 74Q: 3 clusters Score -5558878 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 43066 members 
Entering Unmasked Estep 
Score: -5558939.500000 Penalty: 5389.220215
	Iteration 75Q: 3 clusters Score -5558940 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 43281 members 
Entering Unmasked Estep 
Score: -5559009.000000 Penalty: 5389.220215
	Iteration 76Q: 3 clusters Score -5559009 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 43513 members 
Entering Unmasked Estep 
Score: -5559112.500000 Penalty: 5389.220215
	Iteration 77Q: 3 clusters Score -5559112 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 43747 members 
Entering Unmasked Estep 
Score: -5559183.500000 Penalty: 5389.220215
	Iteration 78Q: 3 clusters Score -5559184 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 43966 members 
Entering Unmasked Estep 
Score: -5559264.000000 Penalty: 5389.220215
	Iteration 79Q: 3 clusters Score -5559264 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 44183 members 
Entering Unmasked Estep 
Score: -5559311.000000 Penalty: 5389.220215
	Iteration 80F: 3 clusters Score -5559311 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 44393 members 
Entering Unmasked Estep 
Score: -5559383.500000 Penalty: 5389.220215
	Iteration 81Q: 3 clusters Score -5559384 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 44616 members 
Entering Unmasked Estep 
Score: -5559449.000000 Penalty: 5389.220215
	Iteration 82Q: 3 clusters Score -5559449 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 44820 members 
Entering Unmasked Estep 
Score: -5559521.000000 Penalty: 5389.220215
	Iteration 83Q: 3 clusters Score -5559521 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 44995 members 
Entering Unmasked Estep 
Score: -5559584.500000 Penalty: 5389.220215
	Iteration 84Q: 3 clusters Score -5559584 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 45169 members 
Entering Unmasked Estep 
Score: -5559641.500000 Penalty: 5389.220215
	Iteration 85Q: 3 clusters Score -5559642 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 45338 members 
Entering Unmasked Estep 
Score: -5559698.000000 Penalty: 5389.220215
	Iteration 86Q: 3 clusters Score -5559698 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 45481 members 
Entering Unmasked Estep 
Score: -5559741.500000 Penalty: 5389.220215
	Iteration 87Q: 3 clusters Score -5559742 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 45612 members 
Entering Unmasked Estep 
Score: -5559781.500000 Penalty: 5389.220215
	Iteration 88Q: 3 clusters Score -5559782 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 45718 members 
Entering Unmasked Estep 
Score: -5559802.500000 Penalty: 5389.220215
	Iteration 89Q: 3 clusters Score -5559802 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 45803 members 
Entering Unmasked Estep 
Score: -5559832.500000 Penalty: 5389.220215
	Iteration 90Q: 3 clusters Score -5559832 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 45878 members 
Entering Unmasked Estep 
Score: -5559835.500000 Penalty: 5389.220215
	Iteration 91Q: 3 clusters Score -5559836 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 45931 members 
Entering Unmasked Estep 
Score: -5559859.000000 Penalty: 5389.220215
	Iteration 92Q: 3 clusters Score -5559859 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 45980 members 
Entering Unmasked Estep 
Score: -5559861.500000 Penalty: 5389.220215
	Iteration 93Q: 3 clusters Score -5559862 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 46024 members 
Entering Unmasked Estep 
Score: -5559870.000000 Penalty: 5389.220215
	Iteration 94Q: 3 clusters Score -5559870 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 46055 members 
Entering Unmasked Estep 
Score: -5559866.500000 Penalty: 5389.220215
	Iteration 95Q: 3 clusters Score -5559866 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 46086 members 
Entering Unmasked Estep 
Score: -5559861.000000 Penalty: 5389.220215
	Iteration 96Q: 3 clusters Score -5559861 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 46107 members 
Entering Unmasked Estep 
Score: -5559863.500000 Penalty: 5389.220215
	Iteration 97Q: 3 clusters Score -5559864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 46127 members 
Entering Unmasked Estep 
Score: -5559858.000000 Penalty: 5389.220215
	Iteration 98Q: 3 clusters Score -5559858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 46138 members 
Entering Unmasked Estep 
Score: -5559859.500000 Penalty: 5389.220215
	Iteration 99Q: 3 clusters Score -5559860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 46151 members 
Entering Unmasked Estep 
Score: -5559856.000000 Penalty: 5389.220215
	Iteration 100F: 3 clusters Score -5559856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 46161 members 
Entering Unmasked Estep 
Score: -5559864.500000 Penalty: 5389.220215
	Iteration 101Q: 3 clusters Score -5559864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 46170 members 
Entering Unmasked Estep 
Score: -5559872.500000 Penalty: 5389.220215
	Iteration 102Q: 3 clusters Score -5559872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 46182 members 
Entering Unmasked Estep 
Score: -5559881.000000 Penalty: 5389.220215
	Iteration 103Q: 3 clusters Score -5559881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 46193 members 
Entering Unmasked Estep 
Score: -5559876.000000 Penalty: 5389.220215
	Iteration 104Q: 3 clusters Score -5559876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 46200 members 
Entering Unmasked Estep 
Score: -5559881.000000 Penalty: 5389.220215
	Iteration 105Q: 3 clusters Score -5559881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
Score: -5559878.500000 Penalty: 5389.220215
	Iteration 106Q: 3 clusters Score -5559878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
Score: -5559878.500000 Penalty: 5389.220215
	Iteration 107F: 3 clusters Score -5559878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 10305 members 
Mstep: Class 3 contains 3732 members 
Mstep: Class 4 contains 103353 members 
Mstep: Class 5 contains 84665 members 
Mstep: Class 6 contains 45914 members 
Mstep: Class 7 contains 6128 members 
Mstep: Class 8 contains 194115 members 
Mstep: Class 9 contains 13322 members 
Mstep: Class 10 contains 9694 members 
Mstep: Class 11 contains 28109 members 
Mstep: Class 12 contains 30325 members 
Mstep: Class 13 contains 4318 members 
Mstep: Class 14 contains 81376 members 
Mstep: Class 15 contains 15527 members 
Mstep: Class 16 contains 18958 members 
Mstep: Class 17 contains 10041 members 
Mstep: Class 18 contains 2186 members 
Mstep: Class 19 contains 188946 members 
Mstep: Class 20 contains 28983 members 
Mstep: Class 21 contains 128417 members 
Mstep: Class 22 contains 16131 members 
Mstep: Class 23 contains 12089 members 
Mstep: Class 24 contains 14820 members 
Mstep: Class 25 contains 46204 members 
Entering Unmasked Estep 
Score: -114969672.000000 Penalty: 86271.867188
Splitting cluster 7 changes total score from -114918024.000000 to -114969672.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 8 (194115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194115 members 
Entering Unmasked Estep 
Score: -21537962.000000 Penalty: 3019.698975
	Iteration 0F: 2 clusters Score -2.153796e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96977 members 
Mstep: Class 2 contains 97138 members 
Entering Unmasked Estep 
Score: -21419244.000000 Penalty: 6039.397949
	Iteration 0F: 3 clusters Score -2.141924e+07 nChanged 93500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94283 members 
Mstep: Class 2 contains 99832 members 
Entering Unmasked Estep 
Score: -21474476.000000 Penalty: 6039.397949
	Iteration 1F: 3 clusters Score -2.147448e+07 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92200 members 
Mstep: Class 2 contains 101915 members 
Entering Unmasked Estep 
Score: -21476552.000000 Penalty: 6039.397949
	Iteration 2Q: 3 clusters Score -2.147655e+07 nChanged 8374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88854 members 
Mstep: Class 2 contains 105261 members 
Entering Unmasked Estep 
Score: -21479642.000000 Penalty: 6039.397949
	Iteration 3Q: 3 clusters Score -2.147964e+07 nChanged 10321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83749 members 
Mstep: Class 2 contains 110366 members 
Entering Unmasked Estep 
Score: -21484448.000000 Penalty: 6039.397949
	Iteration 4F: 3 clusters Score -2.148445e+07 nChanged 12135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76816 members 
Mstep: Class 2 contains 117299 members 
Entering Unmasked Estep 
Score: -21490604.000000 Penalty: 6039.397949
	Iteration 5F: 3 clusters Score -2.14906e+07 nChanged 12914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68712 members 
Mstep: Class 2 contains 125403 members 
Entering Unmasked Estep 
Score: -21497268.000000 Penalty: 6039.397949
	Iteration 6F: 3 clusters Score -2.149727e+07 nChanged 12203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60347 members 
Mstep: Class 2 contains 133768 members 
Entering Unmasked Estep 
Score: -21503654.000000 Penalty: 6039.397949
	Iteration 7F: 3 clusters Score -2.150365e+07 nChanged 10640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52055 members 
Mstep: Class 2 contains 142060 members 
Entering Unmasked Estep 
Score: -21509048.000000 Penalty: 6039.397949
	Iteration 8F: 3 clusters Score -2.150905e+07 nChanged 9186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43925 members 
Mstep: Class 2 contains 150190 members 
Entering Unmasked Estep 
Score: -21513610.000000 Penalty: 6039.397949
	Iteration 9Q: 3 clusters Score -2.151361e+07 nChanged 8460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 158422 members 
Entering Unmasked Estep 
Score: -21518004.000000 Penalty: 6039.397949
	Iteration 10Q: 3 clusters Score -2.1518e+07 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 166632 members 
Entering Unmasked Estep 
Score: -21522102.000000 Penalty: 6039.397949
	Iteration 11Q: 3 clusters Score -2.15221e+07 nChanged 7958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 174588 members 
Entering Unmasked Estep 
Score: -21526244.000000 Penalty: 6039.397949
	Iteration 12Q: 3 clusters Score -2.152624e+07 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 181219 members 
Entering Unmasked Estep 
Score: -21529686.000000 Penalty: 6039.397949
	Iteration 13Q: 3 clusters Score -2.152969e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 186025 members 
Entering Unmasked Estep 
Score: -21532436.000000 Penalty: 6039.397949
	Iteration 14Q: 3 clusters Score -2.153244e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 188964 members 
Entering Unmasked Estep 
Score: -21533880.000000 Penalty: 6039.397949
	Iteration 15Q: 3 clusters Score -2.153388e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 190570 members 
Entering Unmasked Estep 
Score: -21534662.000000 Penalty: 6039.397949
	Iteration 16Q: 3 clusters Score -2.153466e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 191422 members 
Entering Unmasked Estep 
Score: -21535034.000000 Penalty: 6039.397949
	Iteration 17Q: 3 clusters Score -2.153503e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 191872 members 
Entering Unmasked Estep 
Score: -21535266.000000 Penalty: 6039.397949
	Iteration 18Q: 3 clusters Score -2.153527e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 192135 members 
Entering Unmasked Estep 
Score: -21535424.000000 Penalty: 6039.397949
	Iteration 19Q: 3 clusters Score -2.153542e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 192308 members 
Entering Unmasked Estep 
Score: -21535546.000000 Penalty: 6039.397949
	Iteration 20F: 3 clusters Score -2.153555e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 192419 members 
Entering Unmasked Estep 
Score: -21535630.000000 Penalty: 6039.397949
	Iteration 21Q: 3 clusters Score -2.153563e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 192498 members 
Entering Unmasked Estep 
Score: -21535726.000000 Penalty: 6039.397949
	Iteration 22Q: 3 clusters Score -2.153573e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 192546 members 
Entering Unmasked Estep 
Score: -21535804.000000 Penalty: 6039.397949
	Iteration 23Q: 3 clusters Score -2.15358e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 192574 members 
Entering Unmasked Estep 
Score: -21535812.000000 Penalty: 6039.397949
	Iteration 24Q: 3 clusters Score -2.153581e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 192613 members 
Entering Unmasked Estep 
Score: -21535844.000000 Penalty: 6039.397949
	Iteration 25Q: 3 clusters Score -2.153584e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 192629 members 
Entering Unmasked Estep 
Score: -21535824.000000 Penalty: 6039.397949
	Iteration 26Q: 3 clusters Score -2.153582e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 192654 members 
Entering Unmasked Estep 
Score: -21535884.000000 Penalty: 6039.397949
	Iteration 27Q: 3 clusters Score -2.153588e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 192670 members 
Entering Unmasked Estep 
Score: -21535878.000000 Penalty: 6039.397949
	Iteration 28Q: 3 clusters Score -2.153588e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 192669 members 
Entering Unmasked Estep 
Score: -21535888.000000 Penalty: 6039.397949
	Iteration 29Q: 3 clusters Score -2.153589e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 192660 members 
Entering Unmasked Estep 
Score: -21535864.000000 Penalty: 6039.397949
	Iteration 30Q: 3 clusters Score -2.153586e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 192655 members 
Entering Unmasked Estep 
Score: -21535898.000000 Penalty: 6039.397949
	Iteration 31Q: 3 clusters Score -2.15359e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 192650 members 
Entering Unmasked Estep 
Score: -21535898.000000 Penalty: 6039.397949
	Iteration 32Q: 3 clusters Score -2.15359e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 192662 members 
Entering Unmasked Estep 
Score: -21535918.000000 Penalty: 6039.397949
	Iteration 33Q: 3 clusters Score -2.153592e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 192667 members 
Entering Unmasked Estep 
Score: -21535906.000000 Penalty: 6039.397949
	Iteration 34Q: 3 clusters Score -2.153591e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 192671 members 
Entering Unmasked Estep 
Score: -21535932.000000 Penalty: 6039.397949
	Iteration 35Q: 3 clusters Score -2.153593e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 192674 members 
Entering Unmasked Estep 
Score: -21535922.000000 Penalty: 6039.397949
	Iteration 36Q: 3 clusters Score -2.153592e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 192675 members 
Entering Unmasked Estep 
Score: -21535950.000000 Penalty: 6039.397949
	Iteration 37Q: 3 clusters Score -2.153595e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 192669 members 
Entering Unmasked Estep 
Score: -21535918.000000 Penalty: 6039.397949
	Iteration 38Q: 3 clusters Score -2.153592e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 192665 members 
Entering Unmasked Estep 
Score: -21535914.000000 Penalty: 6039.397949
	Iteration 39Q: 3 clusters Score -2.153591e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 192667 members 
Entering Unmasked Estep 
Score: -21535964.000000 Penalty: 6039.397949
	Iteration 40F: 3 clusters Score -2.153596e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 192664 members 
Entering Unmasked Estep 
Score: -21535986.000000 Penalty: 6039.397949
	Iteration 41Q: 3 clusters Score -2.153599e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 192667 members 
Entering Unmasked Estep 
Score: -21535964.000000 Penalty: 6039.397949
	Iteration 42Q: 3 clusters Score -2.153596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 192665 members 
Entering Unmasked Estep 
Score: -21535988.000000 Penalty: 6039.397949
	Iteration 43Q: 3 clusters Score -2.153599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 192663 members 
Entering Unmasked Estep 
Score: -21535984.000000 Penalty: 6039.397949
	Iteration 44Q: 3 clusters Score -2.153598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 192661 members 
Entering Unmasked Estep 
Score: -21535962.000000 Penalty: 6039.397949
	Iteration 45Q: 3 clusters Score -2.153596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 192659 members 
Entering Unmasked Estep 
Score: -21535962.000000 Penalty: 6039.397949
	Iteration 46Q: 3 clusters Score -2.153596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 192657 members 
Entering Unmasked Estep 
Score: -21535964.000000 Penalty: 6039.397949
	Iteration 47Q: 3 clusters Score -2.153596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 192654 members 
Entering Unmasked Estep 
Score: -21535968.000000 Penalty: 6039.397949
	Iteration 48Q: 3 clusters Score -2.153597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 192651 members 
Entering Unmasked Estep 
Score: -21535986.000000 Penalty: 6039.397949
	Iteration 49Q: 3 clusters Score -2.153599e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 192647 members 
Entering Unmasked Estep 
Score: -21535964.000000 Penalty: 6039.397949
	Iteration 50Q: 3 clusters Score -2.153596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 192647 members 
Entering Unmasked Estep 
Score: -21535956.000000 Penalty: 6039.397949
	Iteration 51Q: 3 clusters Score -2.153596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 192646 members 
Entering Unmasked Estep 
Score: -21535968.000000 Penalty: 6039.397949
	Iteration 52Q: 3 clusters Score -2.153597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 192645 members 
Entering Unmasked Estep 
Score: -21535964.000000 Penalty: 6039.397949
	Iteration 53Q: 3 clusters Score -2.153596e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 192645 members 
Entering Unmasked Estep 
Score: -21535964.000000 Penalty: 6039.397949
	Iteration 54F: 3 clusters Score -2.153596e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Entering Unmasked Estep 
Score: -1280251.750000 Penalty: 2355.298828
	Iteration 0F: 2 clusters Score -1280252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1270533.375000 Penalty: 4710.597656
	Iteration 0F: 3 clusters Score -1270533 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1274001.250000 Penalty: 4710.597656
	Iteration 1F: 3 clusters Score -1274001 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1274769.750000 Penalty: 4710.597656
	Iteration 2F: 3 clusters Score -1274770 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1275607.875000 Penalty: 4710.597656
	Iteration 3F: 3 clusters Score -1275608 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1276534.750000 Penalty: 4710.597656
	Iteration 4F: 3 clusters Score -1276535 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1277272.000000 Penalty: 4710.597656
	Iteration 5F: 3 clusters Score -1277272 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1277763.625000 Penalty: 4710.597656
	Iteration 6F: 3 clusters Score -1277764 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1278065.250000 Penalty: 4710.597656
	Iteration 7Q: 3 clusters Score -1278065 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1278295.375000 Penalty: 4710.597656
	Iteration 8Q: 3 clusters Score -1278295 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1278484.375000 Penalty: 4710.597656
	Iteration 9Q: 3 clusters Score -1278484 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1278650.375000 Penalty: 4710.597656
	Iteration 10Q: 3 clusters Score -1278650 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1278832.500000 Penalty: 4710.597656
	Iteration 11Q: 3 clusters Score -1278832 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1279023.000000 Penalty: 4710.597656
	Iteration 12Q: 3 clusters Score -1279023 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1279175.250000 Penalty: 4710.597656
	Iteration 13Q: 3 clusters Score -1279175 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1279313.000000 Penalty: 4710.597656
	Iteration 14Q: 3 clusters Score -1279313 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1279445.875000 Penalty: 4710.597656
	Iteration 15Q: 3 clusters Score -1279446 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1279555.000000 Penalty: 4710.597656
	Iteration 16Q: 3 clusters Score -1279555 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1279687.000000 Penalty: 4710.597656
	Iteration 17Q: 3 clusters Score -1279687 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1279814.250000 Penalty: 4710.597656
	Iteration 18Q: 3 clusters Score -1279814 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1279928.125000 Penalty: 4710.597656
	Iteration 19Q: 3 clusters Score -1279928 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1280043.875000 Penalty: 4710.597656
	Iteration 20F: 3 clusters Score -1280044 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1280159.000000 Penalty: 4710.597656
	Iteration 21Q: 3 clusters Score -1280159 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1280265.500000 Penalty: 4710.597656
	Iteration 22Q: 3 clusters Score -1280266 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1280369.000000 Penalty: 4710.597656
	Iteration 23Q: 3 clusters Score -1280369 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1280474.125000 Penalty: 4710.597656
	Iteration 24Q: 3 clusters Score -1280474 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1280561.500000 Penalty: 4710.597656
	Iteration 25Q: 3 clusters Score -1280562 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1280640.500000 Penalty: 4710.597656
	Iteration 26Q: 3 clusters Score -1280640 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1280732.000000 Penalty: 4710.597656
	Iteration 27Q: 3 clusters Score -1280732 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1280838.500000 Penalty: 4710.597656
	Iteration 28Q: 3 clusters Score -1280838 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1280931.375000 Penalty: 4710.597656
	Iteration 29Q: 3 clusters Score -1280931 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1281030.500000 Penalty: 4710.597656
	Iteration 30Q: 3 clusters Score -1281030 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1281131.500000 Penalty: 4710.597656
	Iteration 31Q: 3 clusters Score -1281132 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1281232.000000 Penalty: 4710.597656
	Iteration 32Q: 3 clusters Score -1281232 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1281362.250000 Penalty: 4710.597656
	Iteration 33Q: 3 clusters Score -1281362 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1281505.375000 Penalty: 4710.597656
	Iteration 34Q: 3 clusters Score -1281505 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1281650.125000 Penalty: 4710.597656
	Iteration 35Q: 3 clusters Score -1281650 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1281772.250000 Penalty: 4710.597656
	Iteration 36Q: 3 clusters Score -1281772 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1281891.125000 Penalty: 4710.597656
	Iteration 37Q: 3 clusters Score -1281891 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1282002.000000 Penalty: 4710.597656
	Iteration 38Q: 3 clusters Score -1282002 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1282080.750000 Penalty: 4710.597656
	Iteration 39Q: 3 clusters Score -1282081 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1282167.875000 Penalty: 4710.597656
	Iteration 40F: 3 clusters Score -1282168 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1282256.250000 Penalty: 4710.597656
	Iteration 41Q: 3 clusters Score -1282256 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1282327.875000 Penalty: 4710.597656
	Iteration 42Q: 3 clusters Score -1282328 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1282402.250000 Penalty: 4710.597656
	Iteration 43Q: 3 clusters Score -1282402 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1282484.125000 Penalty: 4710.597656
	Iteration 44Q: 3 clusters Score -1282484 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1282581.125000 Penalty: 4710.597656
	Iteration 45Q: 3 clusters Score -1282581 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1282660.750000 Penalty: 4710.597656
	Iteration 46Q: 3 clusters Score -1282661 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1282743.875000 Penalty: 4710.597656
	Iteration 47Q: 3 clusters Score -1282744 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1282812.250000 Penalty: 4710.597656
	Iteration 48Q: 3 clusters Score -1282812 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1282844.250000 Penalty: 4710.597656
	Iteration 49Q: 3 clusters Score -1282844 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1282866.250000 Penalty: 4710.597656
	Iteration 50Q: 3 clusters Score -1282866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1282881.125000 Penalty: 4710.597656
	Iteration 51Q: 3 clusters Score -1282881 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1282890.375000 Penalty: 4710.597656
	Iteration 52Q: 3 clusters Score -1282890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1282898.375000 Penalty: 4710.597656
	Iteration 53Q: 3 clusters Score -1282898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1282902.500000 Penalty: 4710.597656
	Iteration 54Q: 3 clusters Score -1282902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1282905.750000 Penalty: 4710.597656
	Iteration 55Q: 3 clusters Score -1282906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1282911.000000 Penalty: 4710.597656
	Iteration 56Q: 3 clusters Score -1282911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1282915.125000 Penalty: 4710.597656
	Iteration 57Q: 3 clusters Score -1282915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1282916.250000 Penalty: 4710.597656
	Iteration 58Q: 3 clusters Score -1282916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1282919.500000 Penalty: 4710.597656
	Iteration 59Q: 3 clusters Score -1282920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1282917.250000 Penalty: 4710.597656
	Iteration 60F: 3 clusters Score -1282917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 10305 members 
Mstep: Class 3 contains 3732 members 
Mstep: Class 4 contains 103353 members 
Mstep: Class 5 contains 84665 members 
Mstep: Class 6 contains 45914 members 
Mstep: Class 7 contains 6128 members 
Mstep: Class 8 contains 194115 members 
Mstep: Class 9 contains 12044 members 
Mstep: Class 10 contains 9694 members 
Mstep: Class 11 contains 28109 members 
Mstep: Class 12 contains 30325 members 
Mstep: Class 13 contains 4318 members 
Mstep: Class 14 contains 81376 members 
Mstep: Class 15 contains 15527 members 
Mstep: Class 16 contains 18958 members 
Mstep: Class 17 contains 10041 members 
Mstep: Class 18 contains 2186 members 
Mstep: Class 19 contains 188946 members 
Mstep: Class 20 contains 28983 members 
Mstep: Class 21 contains 128417 members 
Mstep: Class 22 contains 16131 members 
Mstep: Class 23 contains 12089 members 
Mstep: Class 24 contains 14820 members 
Mstep: Class 25 contains 46204 members 
Mstep: Class 26 contains 1278 members 
Entering Unmasked Estep 
Score: -114971520.000000 Penalty: 89722.742188
Splitting cluster 9 changes total score from -114918024.000000 to -114971520.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (28109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Entering Unmasked Estep 
Score: -2612020.250000 Penalty: 2540.473633
	Iteration 0F: 2 clusters Score -2612020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -2592738.750000 Penalty: 5080.947266
	Iteration 0F: 3 clusters Score -2592739 nChanged 12748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -2601081.750000 Penalty: 5080.947266
	Iteration 1F: 3 clusters Score -2601082 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -2603882.250000 Penalty: 5080.947266
	Iteration 2F: 3 clusters Score -2603882 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -2607022.000000 Penalty: 5080.947266
	Iteration 3F: 3 clusters Score -2607022 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -2609472.000000 Penalty: 5080.947266
	Iteration 4F: 3 clusters Score -2609472 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -2610802.250000 Penalty: 5080.947266
	Iteration 5F: 3 clusters Score -2610802 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -2611481.500000 Penalty: 5080.947266
	Iteration 6Q: 3 clusters Score -2611482 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -2611854.000000 Penalty: 5080.947266
	Iteration 7Q: 3 clusters Score -2611854 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -2612087.000000 Penalty: 5080.947266
	Iteration 8Q: 3 clusters Score -2612087 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -2612280.500000 Penalty: 5080.947266
	Iteration 9Q: 3 clusters Score -2612280 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -2612467.500000 Penalty: 5080.947266
	Iteration 10Q: 3 clusters Score -2612468 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -2612636.250000 Penalty: 5080.947266
	Iteration 11Q: 3 clusters Score -2612636 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -2612813.500000 Penalty: 5080.947266
	Iteration 12Q: 3 clusters Score -2612814 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -2613013.250000 Penalty: 5080.947266
	Iteration 13Q: 3 clusters Score -2613013 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -2613178.500000 Penalty: 5080.947266
	Iteration 14Q: 3 clusters Score -2613178 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -2613261.250000 Penalty: 5080.947266
	Iteration 15Q: 3 clusters Score -2613261 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -2613307.250000 Penalty: 5080.947266
	Iteration 16Q: 3 clusters Score -2613307 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -2613359.750000 Penalty: 5080.947266
	Iteration 17Q: 3 clusters Score -2613360 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -2613400.000000 Penalty: 5080.947266
	Iteration 18Q: 3 clusters Score -2613400 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -2613441.500000 Penalty: 5080.947266
	Iteration 19Q: 3 clusters Score -2613442 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -2613458.750000 Penalty: 5080.947266
	Iteration 20F: 3 clusters Score -2613459 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -2613474.500000 Penalty: 5080.947266
	Iteration 21Q: 3 clusters Score -2613474 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -2613487.750000 Penalty: 5080.947266
	Iteration 22Q: 3 clusters Score -2613488 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -2613495.000000 Penalty: 5080.947266
	Iteration 23Q: 3 clusters Score -2613495 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -2613493.750000 Penalty: 5080.947266
	Iteration 24Q: 3 clusters Score -2613494 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2613501.750000 Penalty: 5080.947266
	Iteration 25Q: 3 clusters Score -2613502 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -2613509.500000 Penalty: 5080.947266
	Iteration 26Q: 3 clusters Score -2613510 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -2613511.500000 Penalty: 5080.947266
	Iteration 27Q: 3 clusters Score -2613512 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2613521.750000 Penalty: 5080.947266
	Iteration 28Q: 3 clusters Score -2613522 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -2613515.750000 Penalty: 5080.947266
	Iteration 29Q: 3 clusters Score -2613516 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -2613528.500000 Penalty: 5080.947266
	Iteration 30Q: 3 clusters Score -2613528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -2613527.000000 Penalty: 5080.947266
	Iteration 31Q: 3 clusters Score -2613527 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -2613523.250000 Penalty: 5080.947266
	Iteration 32Q: 3 clusters Score -2613523 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -2613522.250000 Penalty: 5080.947266
	Iteration 33Q: 3 clusters Score -2613522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -2613524.000000 Penalty: 5080.947266
	Iteration 34Q: 3 clusters Score -2613524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -2613526.750000 Penalty: 5080.947266
	Iteration 35Q: 3 clusters Score -2613527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -2613524.000000 Penalty: 5080.947266
	Iteration 36Q: 3 clusters Score -2613524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -2613524.250000 Penalty: 5080.947266
	Iteration 37Q: 3 clusters Score -2613524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -2613524.250000 Penalty: 5080.947266
	Iteration 38F: 3 clusters Score -2613524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 10305 members 
Mstep: Class 3 contains 3732 members 
Mstep: Class 4 contains 103353 members 
Mstep: Class 5 contains 84665 members 
Mstep: Class 6 contains 45914 members 
Mstep: Class 7 contains 6128 members 
Mstep: Class 8 contains 194115 members 
Mstep: Class 9 contains 12044 members 
Mstep: Class 10 contains 9694 members 
Mstep: Class 11 contains 13295 members 
Mstep: Class 12 contains 30325 members 
Mstep: Class 13 contains 4318 members 
Mstep: Class 14 contains 81376 members 
Mstep: Class 15 contains 15527 members 
Mstep: Class 16 contains 18958 members 
Mstep: Class 17 contains 10041 members 
Mstep: Class 18 contains 2186 members 
Mstep: Class 19 contains 188946 members 
Mstep: Class 20 contains 28983 members 
Mstep: Class 21 contains 128417 members 
Mstep: Class 22 contains 16131 members 
Mstep: Class 23 contains 12089 members 
Mstep: Class 24 contains 14820 members 
Mstep: Class 25 contains 46204 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 14814 members 
Entering Unmasked Estep 
Score: -114971672.000000 Penalty: 93173.617188
Splitting cluster 11 changes total score from -114918024.000000 to -114971672.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 12 (30325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30325 members 
Entering Unmasked Estep 
Score: -3218233.250000 Penalty: 2559.292480
	Iteration 0F: 2 clusters Score -3218233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -3197595.250000 Penalty: 5118.584961
	Iteration 0F: 3 clusters Score -3197595 nChanged 13671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -3205361.000000 Penalty: 5118.584961
	Iteration 1F: 3 clusters Score -3205361 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -3207110.500000 Penalty: 5118.584961
	Iteration 2F: 3 clusters Score -3207110 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -3210792.500000 Penalty: 5118.584961
	Iteration 3F: 3 clusters Score -3210792 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -3215829.750000 Penalty: 5118.584961
	Iteration 4F: 3 clusters Score -3215830 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -3219370.500000 Penalty: 5118.584961
	Iteration 5F: 3 clusters Score -3219370 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -3220663.250000 Penalty: 5118.584961
	Iteration 6F: 3 clusters Score -3220663 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -3221082.500000 Penalty: 5118.584961
	Iteration 7Q: 3 clusters Score -3221082 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -3221263.500000 Penalty: 5118.584961
	Iteration 8Q: 3 clusters Score -3221264 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -3221392.250000 Penalty: 5118.584961
	Iteration 9Q: 3 clusters Score -3221392 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -3221458.750000 Penalty: 5118.584961
	Iteration 10Q: 3 clusters Score -3221459 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -3221523.500000 Penalty: 5118.584961
	Iteration 11Q: 3 clusters Score -3221524 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -3221562.000000 Penalty: 5118.584961
	Iteration 12Q: 3 clusters Score -3221562 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -3221607.000000 Penalty: 5118.584961
	Iteration 13Q: 3 clusters Score -3221607 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -3221629.500000 Penalty: 5118.584961
	Iteration 14Q: 3 clusters Score -3221630 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -3221640.500000 Penalty: 5118.584961
	Iteration 15Q: 3 clusters Score -3221640 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -3221657.000000 Penalty: 5118.584961
	Iteration 16Q: 3 clusters Score -3221657 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -3221677.750000 Penalty: 5118.584961
	Iteration 17Q: 3 clusters Score -3221678 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -3221705.750000 Penalty: 5118.584961
	Iteration 18Q: 3 clusters Score -3221706 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -3221710.750000 Penalty: 5118.584961
	Iteration 19Q: 3 clusters Score -3221711 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -3221718.500000 Penalty: 5118.584961
	Iteration 20F: 3 clusters Score -3221718 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -3221708.250000 Penalty: 5118.584961
	Iteration 21Q: 3 clusters Score -3221708 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -3221708.500000 Penalty: 5118.584961
	Iteration 22Q: 3 clusters Score -3221708 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -3221716.250000 Penalty: 5118.584961
	Iteration 23Q: 3 clusters Score -3221716 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -3221723.250000 Penalty: 5118.584961
	Iteration 24Q: 3 clusters Score -3221723 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -3221723.250000 Penalty: 5118.584961
	Iteration 25Q: 3 clusters Score -3221723 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -3221729.750000 Penalty: 5118.584961
	Iteration 26Q: 3 clusters Score -3221730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -3221726.500000 Penalty: 5118.584961
	Iteration 27Q: 3 clusters Score -3221726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -3221728.750000 Penalty: 5118.584961
	Iteration 28Q: 3 clusters Score -3221729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -3221732.500000 Penalty: 5118.584961
	Iteration 29Q: 3 clusters Score -3221732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -3221731.500000 Penalty: 5118.584961
	Iteration 30Q: 3 clusters Score -3221732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -3221733.750000 Penalty: 5118.584961
	Iteration 31Q: 3 clusters Score -3221734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -3221734.000000 Penalty: 5118.584961
	Iteration 32Q: 3 clusters Score -3221734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -3221739.000000 Penalty: 5118.584961
	Iteration 33Q: 3 clusters Score -3221739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -3221740.000000 Penalty: 5118.584961
	Iteration 34Q: 3 clusters Score -3221740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -3221739.250000 Penalty: 5118.584961
	Iteration 35Q: 3 clusters Score -3221739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -3221739.750000 Penalty: 5118.584961
	Iteration 36Q: 3 clusters Score -3221740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -3221739.000000 Penalty: 5118.584961
	Iteration 37Q: 3 clusters Score -3221739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -3221739.750000 Penalty: 5118.584961
	Iteration 38Q: 3 clusters Score -3221740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -3221739.750000 Penalty: 5118.584961
	Iteration 39F: 3 clusters Score -3221740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 10305 members 
Mstep: Class 3 contains 3732 members 
Mstep: Class 4 contains 103353 members 
Mstep: Class 5 contains 84665 members 
Mstep: Class 6 contains 45914 members 
Mstep: Class 7 contains 6128 members 
Mstep: Class 8 contains 194115 members 
Mstep: Class 9 contains 12044 members 
Mstep: Class 10 contains 9694 members 
Mstep: Class 11 contains 13295 members 
Mstep: Class 12 contains 4428 members 
Mstep: Class 13 contains 4318 members 
Mstep: Class 14 contains 81376 members 
Mstep: Class 15 contains 15527 members 
Mstep: Class 16 contains 18958 members 
Mstep: Class 17 contains 10041 members 
Mstep: Class 18 contains 2186 members 
Mstep: Class 19 contains 188946 members 
Mstep: Class 20 contains 28983 members 
Mstep: Class 21 contains 128417 members 
Mstep: Class 22 contains 16131 members 
Mstep: Class 23 contains 12089 members 
Mstep: Class 24 contains 14820 members 
Mstep: Class 25 contains 46204 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 14814 members 
Mstep: Class 28 contains 25897 members 
Entering Unmasked Estep 
Score: -114974792.000000 Penalty: 96624.492188
Splitting cluster 12 changes total score from -114918024.000000 to -114974792.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (4318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Entering Unmasked Estep 
Score: -363756.625000 Penalty: 2075.895752
	Iteration 0F: 2 clusters Score -363756.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -359859.468750 Penalty: 4151.791504
	Iteration 0F: 3 clusters Score -359859.5 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -361661.875000 Penalty: 4151.791504
	Iteration 1F: 3 clusters Score -361661.9 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -362728.000000 Penalty: 4151.791504
	Iteration 2F: 3 clusters Score -362728 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -363830.875000 Penalty: 4151.791504
	Iteration 3F: 3 clusters Score -363830.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -364484.687500 Penalty: 4151.791504
	Iteration 4F: 3 clusters Score -364484.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -365252.125000 Penalty: 4151.791504
	Iteration 5F: 3 clusters Score -365252.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -366373.437500 Penalty: 4151.791504
	Iteration 6F: 3 clusters Score -366373.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -367579.031250 Penalty: 4151.791504
	Iteration 7F: 3 clusters Score -367579 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -368767.156250 Penalty: 4151.791504
	Iteration 8F: 3 clusters Score -368767.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -370005.312500 Penalty: 4151.791504
	Iteration 9Q: 3 clusters Score -370005.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -371043.906250 Penalty: 4151.791504
	Iteration 10F: 3 clusters Score -371043.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -372705.625000 Penalty: 4151.791504
	Iteration 11F: 3 clusters Score -372705.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -375922.656250 Penalty: 4151.791504
	Iteration 12F: 3 clusters Score -375922.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -377627.656250 Penalty: 4151.791504
	Iteration 13F: 3 clusters Score -377627.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -378960.687500 Penalty: 4151.791504
	Iteration 14Q: 3 clusters Score -378960.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -380323.343750 Penalty: 4151.791504
	Iteration 15Q: 3 clusters Score -380323.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -381239.156250 Penalty: 4151.791504
	Iteration 16Q: 3 clusters Score -381239.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -381247.031250 Penalty: 4151.791504
	Iteration 17Q: 3 clusters Score -381247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -381247.031250 Penalty: 4151.791504
	Iteration 18F: 3 clusters Score -381247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 10305 members 
Mstep: Class 3 contains 3732 members 
Mstep: Class 4 contains 103353 members 
Mstep: Class 5 contains 84665 members 
Mstep: Class 6 contains 45914 members 
Mstep: Class 7 contains 6128 members 
Mstep: Class 8 contains 194115 members 
Mstep: Class 9 contains 12044 members 
Mstep: Class 10 contains 9694 members 
Mstep: Class 11 contains 13295 members 
Mstep: Class 12 contains 4428 members 
Mstep: Class 13 contains 1183 members 
Mstep: Class 14 contains 81376 members 
Mstep: Class 15 contains 15527 members 
Mstep: Class 16 contains 18958 members 
Mstep: Class 17 contains 10041 members 
Mstep: Class 18 contains 2186 members 
Mstep: Class 19 contains 188946 members 
Mstep: Class 20 contains 28983 members 
Mstep: Class 21 contains 128417 members 
Mstep: Class 22 contains 16131 members 
Mstep: Class 23 contains 12089 members 
Mstep: Class 24 contains 14820 members 
Mstep: Class 25 contains 46204 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 14814 members 
Mstep: Class 28 contains 25897 members 
Mstep: Class 29 contains 3135 members 
Entering Unmasked Estep 
Score: -114990352.000000 Penalty: 100075.367188
Splitting cluster 13 changes total score from -114918024.000000 to -114990352.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 14 (81376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81376 members 
Entering Unmasked Estep 
Score: -8995177.000000 Penalty: 2804.095459
	Iteration 0F: 2 clusters Score -8995177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
Score: -8940953.000000 Penalty: 5608.190918
	Iteration 0F: 3 clusters Score -8940953 nChanged 38260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37817 members 
Mstep: Class 2 contains 43559 members 
Entering Unmasked Estep 
Score: -8962843.000000 Penalty: 5608.190918
	Iteration 1F: 3 clusters Score -8962843 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 45741 members 
Entering Unmasked Estep 
Score: -8964390.000000 Penalty: 5608.190918
	Iteration 2Q: 3 clusters Score -8964390 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32231 members 
Mstep: Class 2 contains 49145 members 
Entering Unmasked Estep 
Score: -8967139.000000 Penalty: 5608.190918
	Iteration 3F: 3 clusters Score -8967139 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 53795 members 
Entering Unmasked Estep 
Score: -8971737.000000 Penalty: 5608.190918
	Iteration 4F: 3 clusters Score -8971737 nChanged 6855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 58738 members 
Entering Unmasked Estep 
Score: -8977323.000000 Penalty: 5608.190918
	Iteration 5F: 3 clusters Score -8977323 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 62874 members 
Entering Unmasked Estep 
Score: -8981794.000000 Penalty: 5608.190918
	Iteration 6F: 3 clusters Score -8981794 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 65841 members 
Entering Unmasked Estep 
Score: -8984652.000000 Penalty: 5608.190918
	Iteration 7F: 3 clusters Score -8984652 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 68036 members 
Entering Unmasked Estep 
Score: -8986422.000000 Penalty: 5608.190918
	Iteration 8Q: 3 clusters Score -8986422 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 69853 members 
Entering Unmasked Estep 
Score: -8987778.000000 Penalty: 5608.190918
	Iteration 9Q: 3 clusters Score -8987778 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 71415 members 
Entering Unmasked Estep 
Score: -8988686.000000 Penalty: 5608.190918
	Iteration 10Q: 3 clusters Score -8988686 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 72769 members 
Entering Unmasked Estep 
Score: -8989472.000000 Penalty: 5608.190918
	Iteration 11Q: 3 clusters Score -8989472 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 73939 members 
Entering Unmasked Estep 
Score: -8990245.000000 Penalty: 5608.190918
	Iteration 12Q: 3 clusters Score -8990245 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 74950 members 
Entering Unmasked Estep 
Score: -8990839.000000 Penalty: 5608.190918
	Iteration 13Q: 3 clusters Score -8990839 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 75809 members 
Entering Unmasked Estep 
Score: -8991464.000000 Penalty: 5608.190918
	Iteration 14Q: 3 clusters Score -8991464 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 76470 members 
Entering Unmasked Estep 
Score: -8992054.000000 Penalty: 5608.190918
	Iteration 15Q: 3 clusters Score -8992054 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 76930 members 
Entering Unmasked Estep 
Score: -8992360.000000 Penalty: 5608.190918
	Iteration 16Q: 3 clusters Score -8992360 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 77280 members 
Entering Unmasked Estep 
Score: -8992595.000000 Penalty: 5608.190918
	Iteration 17Q: 3 clusters Score -8992595 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 77568 members 
Entering Unmasked Estep 
Score: -8992808.000000 Penalty: 5608.190918
	Iteration 18Q: 3 clusters Score -8992808 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 77800 members 
Entering Unmasked Estep 
Score: -8992959.000000 Penalty: 5608.190918
	Iteration 19Q: 3 clusters Score -8992959 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 78000 members 
Entering Unmasked Estep 
Score: -8993069.000000 Penalty: 5608.190918
	Iteration 20F: 3 clusters Score -8993069 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 78158 members 
Entering Unmasked Estep 
Score: -8993136.000000 Penalty: 5608.190918
	Iteration 21Q: 3 clusters Score -8993136 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 78284 members 
Entering Unmasked Estep 
Score: -8993227.000000 Penalty: 5608.190918
	Iteration 22Q: 3 clusters Score -8993227 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 78404 members 
Entering Unmasked Estep 
Score: -8993301.000000 Penalty: 5608.190918
	Iteration 23Q: 3 clusters Score -8993301 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 78519 members 
Entering Unmasked Estep 
Score: -8993357.000000 Penalty: 5608.190918
	Iteration 24Q: 3 clusters Score -8993357 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 78616 members 
Entering Unmasked Estep 
Score: -8993396.000000 Penalty: 5608.190918
	Iteration 25Q: 3 clusters Score -8993396 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 78697 members 
Entering Unmasked Estep 
Score: -8993414.000000 Penalty: 5608.190918
	Iteration 26Q: 3 clusters Score -8993414 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 78763 members 
Entering Unmasked Estep 
Score: -8993438.000000 Penalty: 5608.190918
	Iteration 27Q: 3 clusters Score -8993438 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 78814 members 
Entering Unmasked Estep 
Score: -8993442.000000 Penalty: 5608.190918
	Iteration 28Q: 3 clusters Score -8993442 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 78853 members 
Entering Unmasked Estep 
Score: -8993437.000000 Penalty: 5608.190918
	Iteration 29Q: 3 clusters Score -8993437 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 78878 members 
Entering Unmasked Estep 
Score: -8993434.000000 Penalty: 5608.190918
	Iteration 30Q: 3 clusters Score -8993434 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 78904 members 
Entering Unmasked Estep 
Score: -8993447.000000 Penalty: 5608.190918
	Iteration 31Q: 3 clusters Score -8993447 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 78929 members 
Entering Unmasked Estep 
Score: -8993464.000000 Penalty: 5608.190918
	Iteration 32Q: 3 clusters Score -8993464 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 78943 members 
Entering Unmasked Estep 
Score: -8993450.000000 Penalty: 5608.190918
	Iteration 33Q: 3 clusters Score -8993450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 78954 members 
Entering Unmasked Estep 
Score: -8993461.000000 Penalty: 5608.190918
	Iteration 34Q: 3 clusters Score -8993461 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 78969 members 
Entering Unmasked Estep 
Score: -8993467.000000 Penalty: 5608.190918
	Iteration 35Q: 3 clusters Score -8993467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 78978 members 
Entering Unmasked Estep 
Score: -8993462.000000 Penalty: 5608.190918
	Iteration 36Q: 3 clusters Score -8993462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 78994 members 
Entering Unmasked Estep 
Score: -8993487.000000 Penalty: 5608.190918
	Iteration 37Q: 3 clusters Score -8993487 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 79012 members 
Entering Unmasked Estep 
Score: -8993471.000000 Penalty: 5608.190918
	Iteration 38Q: 3 clusters Score -8993471 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 79031 members 
Entering Unmasked Estep 
Score: -8993479.000000 Penalty: 5608.190918
	Iteration 39Q: 3 clusters Score -8993479 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 79046 members 
Entering Unmasked Estep 
Score: -8993471.000000 Penalty: 5608.190918
	Iteration 40F: 3 clusters Score -8993471 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 79059 members 
Entering Unmasked Estep 
Score: -8993488.000000 Penalty: 5608.190918
	Iteration 41Q: 3 clusters Score -8993488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 79074 members 
Entering Unmasked Estep 
Score: -8993488.000000 Penalty: 5608.190918
	Iteration 42Q: 3 clusters Score -8993488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 79093 members 
Entering Unmasked Estep 
Score: -8993505.000000 Penalty: 5608.190918
	Iteration 43Q: 3 clusters Score -8993505 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 79098 members 
Entering Unmasked Estep 
Score: -8993508.000000 Penalty: 5608.190918
	Iteration 44Q: 3 clusters Score -8993508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 79105 members 
Entering Unmasked Estep 
Score: -8993510.000000 Penalty: 5608.190918
	Iteration 45Q: 3 clusters Score -8993510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 79112 members 
Entering Unmasked Estep 
Score: -8993505.000000 Penalty: 5608.190918
	Iteration 46Q: 3 clusters Score -8993505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 79120 members 
Entering Unmasked Estep 
Score: -8993511.000000 Penalty: 5608.190918
	Iteration 47Q: 3 clusters Score -8993511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 79127 members 
Entering Unmasked Estep 
Score: -8993513.000000 Penalty: 5608.190918
	Iteration 48Q: 3 clusters Score -8993513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 79133 members 
Entering Unmasked Estep 
Score: -8993517.000000 Penalty: 5608.190918
	Iteration 49Q: 3 clusters Score -8993517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 79136 members 
Entering Unmasked Estep 
Score: -8993520.000000 Penalty: 5608.190918
	Iteration 50Q: 3 clusters Score -8993520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 79140 members 
Entering Unmasked Estep 
Score: -8993522.000000 Penalty: 5608.190918
	Iteration 51Q: 3 clusters Score -8993522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 79142 members 
Entering Unmasked Estep 
Score: -8993516.000000 Penalty: 5608.190918
	Iteration 52Q: 3 clusters Score -8993516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 79147 members 
Entering Unmasked Estep 
Score: -8993531.000000 Penalty: 5608.190918
	Iteration 53Q: 3 clusters Score -8993531 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 79155 members 
Entering Unmasked Estep 
Score: -8993538.000000 Penalty: 5608.190918
	Iteration 54Q: 3 clusters Score -8993538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 79163 members 
Entering Unmasked Estep 
Score: -8993534.000000 Penalty: 5608.190918
	Iteration 55Q: 3 clusters Score -8993534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 79164 members 
Entering Unmasked Estep 
Score: -8993533.000000 Penalty: 5608.190918
	Iteration 56Q: 3 clusters Score -8993533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 79166 members 
Entering Unmasked Estep 
Score: -8993537.000000 Penalty: 5608.190918
	Iteration 57Q: 3 clusters Score -8993537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 79169 members 
Entering Unmasked Estep 
Score: -8993542.000000 Penalty: 5608.190918
	Iteration 58Q: 3 clusters Score -8993542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 79174 members 
Entering Unmasked Estep 
Score: -8993546.000000 Penalty: 5608.190918
	Iteration 59Q: 3 clusters Score -8993546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 79185 members 
Entering Unmasked Estep 
Score: -8993547.000000 Penalty: 5608.190918
	Iteration 60F: 3 clusters Score -8993547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 79195 members 
Entering Unmasked Estep 
Score: -8993551.000000 Penalty: 5608.190918
	Iteration 61Q: 3 clusters Score -8993551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 79201 members 
Entering Unmasked Estep 
Score: -8993550.000000 Penalty: 5608.190918
	Iteration 62Q: 3 clusters Score -8993550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 79209 members 
Entering Unmasked Estep 
Score: -8993550.000000 Penalty: 5608.190918
	Iteration 63Q: 3 clusters Score -8993550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 79214 members 
Entering Unmasked Estep 
Score: -8993543.000000 Penalty: 5608.190918
	Iteration 64Q: 3 clusters Score -8993543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 79219 members 
Entering Unmasked Estep 
Score: -8993543.000000 Penalty: 5608.190918
	Iteration 65Q: 3 clusters Score -8993543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 79222 members 
Entering Unmasked Estep 
Score: -8993540.000000 Penalty: 5608.190918
	Iteration 66Q: 3 clusters Score -8993540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 79224 members 
Entering Unmasked Estep 
Score: -8993549.000000 Penalty: 5608.190918
	Iteration 67Q: 3 clusters Score -8993549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 79225 members 
Entering Unmasked Estep 
Score: -8993557.000000 Penalty: 5608.190918
	Iteration 68Q: 3 clusters Score -8993557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 79225 members 
Entering Unmasked Estep 
Score: -8993557.000000 Penalty: 5608.190918
	Iteration 69F: 3 clusters Score -8993557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Entering Unmasked Estep 
Score: -1581202.000000 Penalty: 2393.283203
	Iteration 0F: 2 clusters Score -1581202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1569966.875000 Penalty: 4786.566406
	Iteration 0F: 3 clusters Score -1569967 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1574761.125000 Penalty: 4786.566406
	Iteration 1F: 3 clusters Score -1574761 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1577325.375000 Penalty: 4786.566406
	Iteration 2F: 3 clusters Score -1577325 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1581116.125000 Penalty: 4786.566406
	Iteration 3F: 3 clusters Score -1581116 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1584732.125000 Penalty: 4786.566406
	Iteration 4F: 3 clusters Score -1584732 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1586354.250000 Penalty: 4786.566406
	Iteration 5F: 3 clusters Score -1586354 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1587487.500000 Penalty: 4786.566406
	Iteration 6F: 3 clusters Score -1587488 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1588724.375000 Penalty: 4786.566406
	Iteration 7Q: 3 clusters Score -1588724 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1589525.375000 Penalty: 4786.566406
	Iteration 8Q: 3 clusters Score -1589525 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1589794.250000 Penalty: 4786.566406
	Iteration 9Q: 3 clusters Score -1589794 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1589889.500000 Penalty: 4786.566406
	Iteration 10Q: 3 clusters Score -1589890 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1589923.000000 Penalty: 4786.566406
	Iteration 11Q: 3 clusters Score -1589923 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1589938.250000 Penalty: 4786.566406
	Iteration 12Q: 3 clusters Score -1589938 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1589944.750000 Penalty: 4786.566406
	Iteration 13Q: 3 clusters Score -1589945 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1589950.625000 Penalty: 4786.566406
	Iteration 14Q: 3 clusters Score -1589951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1589952.875000 Penalty: 4786.566406
	Iteration 15Q: 3 clusters Score -1589953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1589952.125000 Penalty: 4786.566406
	Iteration 16Q: 3 clusters Score -1589952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1589951.250000 Penalty: 4786.566406
	Iteration 17Q: 3 clusters Score -1589951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1589951.250000 Penalty: 4786.566406
	Iteration 18F: 3 clusters Score -1589951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 10305 members 
Mstep: Class 3 contains 3732 members 
Mstep: Class 4 contains 103353 members 
Mstep: Class 5 contains 84665 members 
Mstep: Class 6 contains 45914 members 
Mstep: Class 7 contains 6128 members 
Mstep: Class 8 contains 194115 members 
Mstep: Class 9 contains 12044 members 
Mstep: Class 10 contains 9694 members 
Mstep: Class 11 contains 13295 members 
Mstep: Class 12 contains 4428 members 
Mstep: Class 13 contains 1183 members 
Mstep: Class 14 contains 81376 members 
Mstep: Class 15 contains 8492 members 
Mstep: Class 16 contains 18958 members 
Mstep: Class 17 contains 10041 members 
Mstep: Class 18 contains 2186 members 
Mstep: Class 19 contains 188946 members 
Mstep: Class 20 contains 28983 members 
Mstep: Class 21 contains 128417 members 
Mstep: Class 22 contains 16131 members 
Mstep: Class 23 contains 12089 members 
Mstep: Class 24 contains 14820 members 
Mstep: Class 25 contains 46204 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 14814 members 
Mstep: Class 28 contains 25897 members 
Mstep: Class 29 contains 3135 members 
Mstep: Class 30 contains 7035 members 
Entering Unmasked Estep 
Score: -114997808.000000 Penalty: 103526.242188
Splitting cluster 15 changes total score from -114918024.000000 to -114997808.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 16 (18958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Entering Unmasked Estep 
Score: -1975421.625000 Penalty: 2442.795410
	Iteration 0F: 2 clusters Score -1975422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1961968.500000 Penalty: 4885.590820
	Iteration 0F: 3 clusters Score -1961968 nChanged 8295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1966528.500000 Penalty: 4885.590820
	Iteration 1F: 3 clusters Score -1966528 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1967009.375000 Penalty: 4885.590820
	Iteration 2F: 3 clusters Score -1967009 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1967410.500000 Penalty: 4885.590820
	Iteration 3Q: 3 clusters Score -1967410 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1967817.375000 Penalty: 4885.590820
	Iteration 4Q: 3 clusters Score -1967817 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1968217.375000 Penalty: 4885.590820
	Iteration 5Q: 3 clusters Score -1968217 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1968593.125000 Penalty: 4885.590820
	Iteration 6Q: 3 clusters Score -1968593 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1968962.125000 Penalty: 4885.590820
	Iteration 7Q: 3 clusters Score -1968962 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1969440.125000 Penalty: 4885.590820
	Iteration 8Q: 3 clusters Score -1969440 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1970068.875000 Penalty: 4885.590820
	Iteration 9Q: 3 clusters Score -1970069 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1970809.250000 Penalty: 4885.590820
	Iteration 10F: 3 clusters Score -1970809 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1971645.500000 Penalty: 4885.590820
	Iteration 11F: 3 clusters Score -1971646 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1972486.750000 Penalty: 4885.590820
	Iteration 12F: 3 clusters Score -1972487 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1973288.375000 Penalty: 4885.590820
	Iteration 13Q: 3 clusters Score -1973288 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1974224.125000 Penalty: 4885.590820
	Iteration 14Q: 3 clusters Score -1974224 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1975167.375000 Penalty: 4885.590820
	Iteration 15Q: 3 clusters Score -1975167 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1975883.375000 Penalty: 4885.590820
	Iteration 16Q: 3 clusters Score -1975883 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1976260.125000 Penalty: 4885.590820
	Iteration 17Q: 3 clusters Score -1976260 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1976448.500000 Penalty: 4885.590820
	Iteration 18Q: 3 clusters Score -1976448 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1976533.250000 Penalty: 4885.590820
	Iteration 19Q: 3 clusters Score -1976533 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1976572.250000 Penalty: 4885.590820
	Iteration 20F: 3 clusters Score -1976572 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1976601.500000 Penalty: 4885.590820
	Iteration 21Q: 3 clusters Score -1976602 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1976614.500000 Penalty: 4885.590820
	Iteration 22Q: 3 clusters Score -1976614 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1976618.750000 Penalty: 4885.590820
	Iteration 23Q: 3 clusters Score -1976619 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1976624.500000 Penalty: 4885.590820
	Iteration 24Q: 3 clusters Score -1976624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1976626.875000 Penalty: 4885.590820
	Iteration 25Q: 3 clusters Score -1976627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1976627.500000 Penalty: 4885.590820
	Iteration 26Q: 3 clusters Score -1976628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1976627.375000 Penalty: 4885.590820
	Iteration 27Q: 3 clusters Score -1976627 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1976626.250000 Penalty: 4885.590820
	Iteration 28Q: 3 clusters Score -1976626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1976631.375000 Penalty: 4885.590820
	Iteration 29Q: 3 clusters Score -1976631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1976635.375000 Penalty: 4885.590820
	Iteration 30Q: 3 clusters Score -1976635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1976631.000000 Penalty: 4885.590820
	Iteration 31Q: 3 clusters Score -1976631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1976630.375000 Penalty: 4885.590820
	Iteration 32Q: 3 clusters Score -1976630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1976630.000000 Penalty: 4885.590820
	Iteration 33Q: 3 clusters Score -1976630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1976637.000000 Penalty: 4885.590820
	Iteration 34Q: 3 clusters Score -1976637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1976639.000000 Penalty: 4885.590820
	Iteration 35Q: 3 clusters Score -1976639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1976643.500000 Penalty: 4885.590820
	Iteration 36Q: 3 clusters Score -1976644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1976637.875000 Penalty: 4885.590820
	Iteration 37Q: 3 clusters Score -1976638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1976637.125000 Penalty: 4885.590820
	Iteration 38Q: 3 clusters Score -1976637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1976639.375000 Penalty: 4885.590820
	Iteration 39Q: 3 clusters Score -1976639 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1976643.750000 Penalty: 4885.590820
	Iteration 40F: 3 clusters Score -1976644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1976646.000000 Penalty: 4885.590820
	Iteration 41Q: 3 clusters Score -1976646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1976647.500000 Penalty: 4885.590820
	Iteration 42Q: 3 clusters Score -1976648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1976644.750000 Penalty: 4885.590820
	Iteration 43Q: 3 clusters Score -1976645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1976647.750000 Penalty: 4885.590820
	Iteration 44Q: 3 clusters Score -1976648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1976647.750000 Penalty: 4885.590820
	Iteration 45Q: 3 clusters Score -1976648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1976651.000000 Penalty: 4885.590820
	Iteration 46Q: 3 clusters Score -1976651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1976648.625000 Penalty: 4885.590820
	Iteration 47Q: 3 clusters Score -1976649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1976650.125000 Penalty: 4885.590820
	Iteration 48Q: 3 clusters Score -1976650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1976650.875000 Penalty: 4885.590820
	Iteration 49Q: 3 clusters Score -1976651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1976649.125000 Penalty: 4885.590820
	Iteration 50Q: 3 clusters Score -1976649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1976651.875000 Penalty: 4885.590820
	Iteration 51Q: 3 clusters Score -1976652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1976651.875000 Penalty: 4885.590820
	Iteration 52Q: 3 clusters Score -1976652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1976653.125000 Penalty: 4885.590820
	Iteration 53Q: 3 clusters Score -1976653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1976653.125000 Penalty: 4885.590820
	Iteration 54Q: 3 clusters Score -1976653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1976650.875000 Penalty: 4885.590820
	Iteration 55Q: 3 clusters Score -1976651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1976650.875000 Penalty: 4885.590820
	Iteration 56F: 3 clusters Score -1976651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 10305 members 
Mstep: Class 3 contains 3732 members 
Mstep: Class 4 contains 103353 members 
Mstep: Class 5 contains 84665 members 
Mstep: Class 6 contains 45914 members 
Mstep: Class 7 contains 6128 members 
Mstep: Class 8 contains 194115 members 
Mstep: Class 9 contains 12044 members 
Mstep: Class 10 contains 9694 members 
Mstep: Class 11 contains 13295 members 
Mstep: Class 12 contains 4428 members 
Mstep: Class 13 contains 1183 members 
Mstep: Class 14 contains 81376 members 
Mstep: Class 15 contains 8492 members 
Mstep: Class 16 contains 7914 members 
Mstep: Class 17 contains 10041 members 
Mstep: Class 18 contains 2186 members 
Mstep: Class 19 contains 188946 members 
Mstep: Class 20 contains 28983 members 
Mstep: Class 21 contains 128417 members 
Mstep: Class 22 contains 16131 members 
Mstep: Class 23 contains 12089 members 
Mstep: Class 24 contains 14820 members 
Mstep: Class 25 contains 46204 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 14814 members 
Mstep: Class 28 contains 25897 members 
Mstep: Class 29 contains 3135 members 
Mstep: Class 30 contains 7035 members 
Mstep: Class 31 contains 11044 members 
Entering Unmasked Estep 
Score: -114998168.000000 Penalty: 106977.117188
Splitting cluster 16 changes total score from -114918024.000000 to -114998168.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 17 (10041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Entering Unmasked Estep 
Score: -1031953.437500 Penalty: 2285.179199
	Iteration 0F: 2 clusters Score -1031953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1024341.750000 Penalty: 4570.358398
	Iteration 0F: 3 clusters Score -1024342 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1027187.375000 Penalty: 4570.358398
	Iteration 1F: 3 clusters Score -1027187 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1029416.062500 Penalty: 4570.358398
	Iteration 2F: 3 clusters Score -1029416 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1035503.125000 Penalty: 4570.358398
	Iteration 3F: 3 clusters Score -1035503 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1040997.187500 Penalty: 4570.358398
	Iteration 4F: 3 clusters Score -1040997 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1042553.062500 Penalty: 4570.358398
	Iteration 5F: 3 clusters Score -1042553 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1043258.312500 Penalty: 4570.358398
	Iteration 6Q: 3 clusters Score -1043258 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1043738.250000 Penalty: 4570.358398
	Iteration 7Q: 3 clusters Score -1043738 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1044060.812500 Penalty: 4570.358398
	Iteration 8Q: 3 clusters Score -1044061 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1044382.312500 Penalty: 4570.358398
	Iteration 9Q: 3 clusters Score -1044382 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1044772.000000 Penalty: 4570.358398
	Iteration 10Q: 3 clusters Score -1044772 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1045289.562500 Penalty: 4570.358398
	Iteration 11Q: 3 clusters Score -1045290 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1045737.187500 Penalty: 4570.358398
	Iteration 12Q: 3 clusters Score -1045737 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1045970.562500 Penalty: 4570.358398
	Iteration 13Q: 3 clusters Score -1045971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1046003.250000 Penalty: 4570.358398
	Iteration 14Q: 3 clusters Score -1046003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1046016.250000 Penalty: 4570.358398
	Iteration 15Q: 3 clusters Score -1046016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1046028.250000 Penalty: 4570.358398
	Iteration 16Q: 3 clusters Score -1046028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1046029.812500 Penalty: 4570.358398
	Iteration 17Q: 3 clusters Score -1046030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1046029.812500 Penalty: 4570.358398
	Iteration 18F: 3 clusters Score -1046030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 10305 members 
Mstep: Class 3 contains 3732 members 
Mstep: Class 4 contains 103353 members 
Mstep: Class 5 contains 84665 members 
Mstep: Class 6 contains 45914 members 
Mstep: Class 7 contains 6128 members 
Mstep: Class 8 contains 194115 members 
Mstep: Class 9 contains 12044 members 
Mstep: Class 10 contains 9694 members 
Mstep: Class 11 contains 13295 members 
Mstep: Class 12 contains 4428 members 
Mstep: Class 13 contains 1183 members 
Mstep: Class 14 contains 81376 members 
Mstep: Class 15 contains 8492 members 
Mstep: Class 16 contains 7914 members 
Mstep: Class 17 contains 8175 members 
Mstep: Class 18 contains 2186 members 
Mstep: Class 19 contains 188946 members 
Mstep: Class 20 contains 28983 members 
Mstep: Class 21 contains 128417 members 
Mstep: Class 22 contains 16131 members 
Mstep: Class 23 contains 12089 members 
Mstep: Class 24 contains 14820 members 
Mstep: Class 25 contains 46204 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 14814 members 
Mstep: Class 28 contains 25897 members 
Mstep: Class 29 contains 3135 members 
Mstep: Class 30 contains 7035 members 
Mstep: Class 31 contains 11044 members 
Mstep: Class 32 contains 1866 members 
Entering Unmasked Estep 
Score: -115010672.000000 Penalty: 110427.992188
Splitting cluster 17 changes total score from -114918024.000000 to -115010672.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 18 (2186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Entering Unmasked Estep 
Score: -201346.453125 Penalty: 1907.077515
	Iteration 0F: 2 clusters Score -201346.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -199069.890625 Penalty: 3814.155029
	Iteration 0F: 3 clusters Score -199069.9 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -203381.343750 Penalty: 3814.155029
	Iteration 1F: 3 clusters Score -203381.3 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -206630.140625 Penalty: 3814.155029
	Iteration 2F: 3 clusters Score -206630.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -208156.218750 Penalty: 3814.155029
	Iteration 3F: 3 clusters Score -208156.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -208727.203125 Penalty: 3814.155029
	Iteration 4Q: 3 clusters Score -208727.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -209294.406250 Penalty: 3814.155029
	Iteration 5Q: 3 clusters Score -209294.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -209300.593750 Penalty: 3814.155029
	Iteration 6Q: 3 clusters Score -209300.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -209300.593750 Penalty: 3814.155029
	Iteration 7F: 3 clusters Score -209300.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 10305 members 
Mstep: Class 3 contains 3732 members 
Mstep: Class 4 contains 103353 members 
Mstep: Class 5 contains 84665 members 
Mstep: Class 6 contains 45914 members 
Mstep: Class 7 contains 6128 members 
Mstep: Class 8 contains 194115 members 
Mstep: Class 9 contains 12044 members 
Mstep: Class 10 contains 9694 members 
Mstep: Class 11 contains 13295 members 
Mstep: Class 12 contains 4428 members 
Mstep: Class 13 contains 1183 members 
Mstep: Class 14 contains 81376 members 
Mstep: Class 15 contains 8492 members 
Mstep: Class 16 contains 7914 members 
Mstep: Class 17 contains 8175 members 
Mstep: Class 18 contains 721 members 
Mstep: Class 19 contains 188946 members 
Mstep: Class 20 contains 28983 members 
Mstep: Class 21 contains 128417 members 
Mstep: Class 22 contains 16131 members 
Mstep: Class 23 contains 12089 members 
Mstep: Class 24 contains 14820 members 
Mstep: Class 25 contains 46204 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 14814 members 
Mstep: Class 28 contains 25897 members 
Mstep: Class 29 contains 3135 members 
Mstep: Class 30 contains 7035 members 
Mstep: Class 31 contains 11044 members 
Mstep: Class 32 contains 1866 members 
Mstep: Class 33 contains 1465 members 
Entering Unmasked Estep 
Score: -115016816.000000 Penalty: 113878.867188
Splitting cluster 18 changes total score from -114918024.000000 to -115016816.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 19 (188946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188946 members 
Entering Unmasked Estep 
Score: -20660960.000000 Penalty: 3013.005615
	Iteration 0F: 2 clusters Score -2.066096e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94242 members 
Mstep: Class 2 contains 94704 members 
Entering Unmasked Estep 
Score: -20542956.000000 Penalty: 6026.011230
	Iteration 0F: 3 clusters Score -2.054296e+07 nChanged 90755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91467 members 
Mstep: Class 2 contains 97479 members 
Entering Unmasked Estep 
Score: -20595590.000000 Penalty: 6026.011230
	Iteration 1F: 3 clusters Score -2.059559e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89451 members 
Mstep: Class 2 contains 99495 members 
Entering Unmasked Estep 
Score: -20596550.000000 Penalty: 6026.011230
	Iteration 2Q: 3 clusters Score -2.059655e+07 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86268 members 
Mstep: Class 2 contains 102678 members 
Entering Unmasked Estep 
Score: -20597984.000000 Penalty: 6026.011230
	Iteration 3Q: 3 clusters Score -2.059798e+07 nChanged 7297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81101 members 
Mstep: Class 2 contains 107845 members 
Entering Unmasked Estep 
Score: -20601050.000000 Penalty: 6026.011230
	Iteration 4Q: 3 clusters Score -2.060105e+07 nChanged 10480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73139 members 
Mstep: Class 2 contains 115807 members 
Entering Unmasked Estep 
Score: -20607076.000000 Penalty: 6026.011230
	Iteration 5F: 3 clusters Score -2.060708e+07 nChanged 14602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62043 members 
Mstep: Class 2 contains 126903 members 
Entering Unmasked Estep 
Score: -20618612.000000 Penalty: 6026.011230
	Iteration 6F: 3 clusters Score -2.061861e+07 nChanged 17304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48697 members 
Mstep: Class 2 contains 140249 members 
Entering Unmasked Estep 
Score: -20633966.000000 Penalty: 6026.011230
	Iteration 7F: 3 clusters Score -2.063397e+07 nChanged 15453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 152160 members 
Entering Unmasked Estep 
Score: -20647664.000000 Penalty: 6026.011230
	Iteration 8F: 3 clusters Score -2.064766e+07 nChanged 10733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 159723 members 
Entering Unmasked Estep 
Score: -20657484.000000 Penalty: 6026.011230
	Iteration 9F: 3 clusters Score -2.065748e+07 nChanged 6705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 163198 members 
Entering Unmasked Estep 
Score: -20664816.000000 Penalty: 6026.011230
	Iteration 10Q: 3 clusters Score -2.066482e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 164062 members 
Entering Unmasked Estep 
Score: -20671954.000000 Penalty: 6026.011230
	Iteration 11Q: 3 clusters Score -2.067195e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 163653 members 
Entering Unmasked Estep 
Score: -20674302.000000 Penalty: 6026.011230
	Iteration 12Q: 3 clusters Score -2.06743e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 163481 members 
Entering Unmasked Estep 
Score: -20674916.000000 Penalty: 6026.011230
	Iteration 13Q: 3 clusters Score -2.067492e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 163319 members 
Entering Unmasked Estep 
Score: -20675122.000000 Penalty: 6026.011230
	Iteration 14Q: 3 clusters Score -2.067512e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 163106 members 
Entering Unmasked Estep 
Score: -20675316.000000 Penalty: 6026.011230
	Iteration 15Q: 3 clusters Score -2.067532e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 162903 members 
Entering Unmasked Estep 
Score: -20675370.000000 Penalty: 6026.011230
	Iteration 16Q: 3 clusters Score -2.067537e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 162690 members 
Entering Unmasked Estep 
Score: -20675484.000000 Penalty: 6026.011230
	Iteration 17Q: 3 clusters Score -2.067548e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 162481 members 
Entering Unmasked Estep 
Score: -20675522.000000 Penalty: 6026.011230
	Iteration 18Q: 3 clusters Score -2.067552e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 162314 members 
Entering Unmasked Estep 
Score: -20675584.000000 Penalty: 6026.011230
	Iteration 19Q: 3 clusters Score -2.067558e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 162154 members 
Entering Unmasked Estep 
Score: -20675608.000000 Penalty: 6026.011230
	Iteration 20F: 3 clusters Score -2.067561e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 162006 members 
Entering Unmasked Estep 
Score: -20675626.000000 Penalty: 6026.011230
	Iteration 21Q: 3 clusters Score -2.067563e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 161855 members 
Entering Unmasked Estep 
Score: -20675686.000000 Penalty: 6026.011230
	Iteration 22Q: 3 clusters Score -2.067569e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 161706 members 
Entering Unmasked Estep 
Score: -20675740.000000 Penalty: 6026.011230
	Iteration 23Q: 3 clusters Score -2.067574e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 161555 members 
Entering Unmasked Estep 
Score: -20675798.000000 Penalty: 6026.011230
	Iteration 24Q: 3 clusters Score -2.06758e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 161424 members 
Entering Unmasked Estep 
Score: -20675862.000000 Penalty: 6026.011230
	Iteration 25Q: 3 clusters Score -2.067586e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 161291 members 
Entering Unmasked Estep 
Score: -20675894.000000 Penalty: 6026.011230
	Iteration 26Q: 3 clusters Score -2.067589e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 161170 members 
Entering Unmasked Estep 
Score: -20675874.000000 Penalty: 6026.011230
	Iteration 27Q: 3 clusters Score -2.067587e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 161056 members 
Entering Unmasked Estep 
Score: -20675864.000000 Penalty: 6026.011230
	Iteration 28Q: 3 clusters Score -2.067586e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 160962 members 
Entering Unmasked Estep 
Score: -20675928.000000 Penalty: 6026.011230
	Iteration 29Q: 3 clusters Score -2.067593e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 160875 members 
Entering Unmasked Estep 
Score: -20675972.000000 Penalty: 6026.011230
	Iteration 30Q: 3 clusters Score -2.067597e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 160796 members 
Entering Unmasked Estep 
Score: -20675974.000000 Penalty: 6026.011230
	Iteration 31Q: 3 clusters Score -2.067597e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 160722 members 
Entering Unmasked Estep 
Score: -20675954.000000 Penalty: 6026.011230
	Iteration 32Q: 3 clusters Score -2.067595e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 160653 members 
Entering Unmasked Estep 
Score: -20675978.000000 Penalty: 6026.011230
	Iteration 33Q: 3 clusters Score -2.067598e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 160606 members 
Entering Unmasked Estep 
Score: -20675998.000000 Penalty: 6026.011230
	Iteration 34Q: 3 clusters Score -2.0676e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 160565 members 
Entering Unmasked Estep 
Score: -20675980.000000 Penalty: 6026.011230
	Iteration 35Q: 3 clusters Score -2.067598e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 160525 members 
Entering Unmasked Estep 
Score: -20676012.000000 Penalty: 6026.011230
	Iteration 36Q: 3 clusters Score -2.067601e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 160490 members 
Entering Unmasked Estep 
Score: -20676000.000000 Penalty: 6026.011230
	Iteration 37Q: 3 clusters Score -2.0676e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 160469 members 
Entering Unmasked Estep 
Score: -20675982.000000 Penalty: 6026.011230
	Iteration 38Q: 3 clusters Score -2.067598e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 160445 members 
Entering Unmasked Estep 
Score: -20675996.000000 Penalty: 6026.011230
	Iteration 39Q: 3 clusters Score -2.0676e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 160424 members 
Entering Unmasked Estep 
Score: -20676004.000000 Penalty: 6026.011230
	Iteration 40F: 3 clusters Score -2.0676e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 160402 members 
Entering Unmasked Estep 
Score: -20675996.000000 Penalty: 6026.011230
	Iteration 41Q: 3 clusters Score -2.0676e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 160385 members 
Entering Unmasked Estep 
Score: -20675988.000000 Penalty: 6026.011230
	Iteration 42Q: 3 clusters Score -2.067599e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 160363 members 
Entering Unmasked Estep 
Score: -20676004.000000 Penalty: 6026.011230
	Iteration 43Q: 3 clusters Score -2.0676e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 160341 members 
Entering Unmasked Estep 
Score: -20676020.000000 Penalty: 6026.011230
	Iteration 44Q: 3 clusters Score -2.067602e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Mstep: Class 2 contains 160326 members 
Entering Unmasked Estep 
Score: -20676030.000000 Penalty: 6026.011230
	Iteration 45Q: 3 clusters Score -2.067603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 160320 members 
Entering Unmasked Estep 
Score: -20676014.000000 Penalty: 6026.011230
	Iteration 46Q: 3 clusters Score -2.067601e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 160313 members 
Entering Unmasked Estep 
Score: -20676034.000000 Penalty: 6026.011230
	Iteration 47Q: 3 clusters Score -2.067603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 160307 members 
Entering Unmasked Estep 
Score: -20676018.000000 Penalty: 6026.011230
	Iteration 48Q: 3 clusters Score -2.067602e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 160299 members 
Entering Unmasked Estep 
Score: -20676014.000000 Penalty: 6026.011230
	Iteration 49Q: 3 clusters Score -2.067601e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 160289 members 
Entering Unmasked Estep 
Score: -20676016.000000 Penalty: 6026.011230
	Iteration 50Q: 3 clusters Score -2.067602e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 160279 members 
Entering Unmasked Estep 
Score: -20676030.000000 Penalty: 6026.011230
	Iteration 51Q: 3 clusters Score -2.067603e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 160271 members 
Entering Unmasked Estep 
Score: -20676028.000000 Penalty: 6026.011230
	Iteration 52Q: 3 clusters Score -2.067603e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 160266 members 
Entering Unmasked Estep 
Score: -20676008.000000 Penalty: 6026.011230
	Iteration 53Q: 3 clusters Score -2.067601e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 160253 members 
Entering Unmasked Estep 
Score: -20676018.000000 Penalty: 6026.011230
	Iteration 54Q: 3 clusters Score -2.067602e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 160242 members 
Entering Unmasked Estep 
Score: -20676016.000000 Penalty: 6026.011230
	Iteration 55Q: 3 clusters Score -2.067602e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 160233 members 
Entering Unmasked Estep 
Score: -20676014.000000 Penalty: 6026.011230
	Iteration 56Q: 3 clusters Score -2.067601e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 160222 members 
Entering Unmasked Estep 
Score: -20676014.000000 Penalty: 6026.011230
	Iteration 57Q: 3 clusters Score -2.067601e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 160212 members 
Entering Unmasked Estep 
Score: -20676004.000000 Penalty: 6026.011230
	Iteration 58Q: 3 clusters Score -2.0676e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 160193 members 
Entering Unmasked Estep 
Score: -20676002.000000 Penalty: 6026.011230
	Iteration 59Q: 3 clusters Score -2.0676e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 160174 members 
Entering Unmasked Estep 
Score: -20676022.000000 Penalty: 6026.011230
	Iteration 60F: 3 clusters Score -2.067602e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 160151 members 
Entering Unmasked Estep 
Score: -20676010.000000 Penalty: 6026.011230
	Iteration 61Q: 3 clusters Score -2.067601e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 160128 members 
Entering Unmasked Estep 
Score: -20676030.000000 Penalty: 6026.011230
	Iteration 62Q: 3 clusters Score -2.067603e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Mstep: Class 2 contains 160104 members 
Entering Unmasked Estep 
Score: -20676036.000000 Penalty: 6026.011230
	Iteration 63Q: 3 clusters Score -2.067604e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 160083 members 
Entering Unmasked Estep 
Score: -20676012.000000 Penalty: 6026.011230
	Iteration 64Q: 3 clusters Score -2.067601e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 160056 members 
Entering Unmasked Estep 
Score: -20676012.000000 Penalty: 6026.011230
	Iteration 65Q: 3 clusters Score -2.067601e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 160025 members 
Entering Unmasked Estep 
Score: -20676006.000000 Penalty: 6026.011230
	Iteration 66Q: 3 clusters Score -2.067601e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28950 members 
Mstep: Class 2 contains 159996 members 
Entering Unmasked Estep 
Score: -20675978.000000 Penalty: 6026.011230
	Iteration 67Q: 3 clusters Score -2.067598e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 159971 members 
Entering Unmasked Estep 
Score: -20675968.000000 Penalty: 6026.011230
	Iteration 68Q: 3 clusters Score -2.067597e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 159951 members 
Entering Unmasked Estep 
Score: -20675948.000000 Penalty: 6026.011230
	Iteration 69Q: 3 clusters Score -2.067595e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29022 members 
Mstep: Class 2 contains 159924 members 
Entering Unmasked Estep 
Score: -20675956.000000 Penalty: 6026.011230
	Iteration 70Q: 3 clusters Score -2.067596e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 159896 members 
Entering Unmasked Estep 
Score: -20675986.000000 Penalty: 6026.011230
	Iteration 71Q: 3 clusters Score -2.067599e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 159876 members 
Entering Unmasked Estep 
Score: -20675940.000000 Penalty: 6026.011230
	Iteration 72Q: 3 clusters Score -2.067594e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 159850 members 
Entering Unmasked Estep 
Score: -20675926.000000 Penalty: 6026.011230
	Iteration 73Q: 3 clusters Score -2.067593e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 159826 members 
Entering Unmasked Estep 
Score: -20675942.000000 Penalty: 6026.011230
	Iteration 74Q: 3 clusters Score -2.067594e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 159805 members 
Entering Unmasked Estep 
Score: -20675968.000000 Penalty: 6026.011230
	Iteration 75Q: 3 clusters Score -2.067597e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 159779 members 
Entering Unmasked Estep 
Score: -20675976.000000 Penalty: 6026.011230
	Iteration 76Q: 3 clusters Score -2.067598e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 159761 members 
Entering Unmasked Estep 
Score: -20675952.000000 Penalty: 6026.011230
	Iteration 77Q: 3 clusters Score -2.067595e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 159746 members 
Entering Unmasked Estep 
Score: -20675982.000000 Penalty: 6026.011230
	Iteration 78Q: 3 clusters Score -2.067598e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 159724 members 
Entering Unmasked Estep 
Score: -20675974.000000 Penalty: 6026.011230
	Iteration 79Q: 3 clusters Score -2.067597e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 159700 members 
Entering Unmasked Estep 
Score: -20676000.000000 Penalty: 6026.011230
	Iteration 80F: 3 clusters Score -2.0676e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 159678 members 
Entering Unmasked Estep 
Score: -20675994.000000 Penalty: 6026.011230
	Iteration 81Q: 3 clusters Score -2.067599e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 159668 members 
Entering Unmasked Estep 
Score: -20675986.000000 Penalty: 6026.011230
	Iteration 82Q: 3 clusters Score -2.067599e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 159661 members 
Entering Unmasked Estep 
Score: -20675984.000000 Penalty: 6026.011230
	Iteration 83Q: 3 clusters Score -2.067598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 159656 members 
Entering Unmasked Estep 
Score: -20675978.000000 Penalty: 6026.011230
	Iteration 84Q: 3 clusters Score -2.067598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 159651 members 
Entering Unmasked Estep 
Score: -20675980.000000 Penalty: 6026.011230
	Iteration 85Q: 3 clusters Score -2.067598e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 159643 members 
Entering Unmasked Estep 
Score: -20675998.000000 Penalty: 6026.011230
	Iteration 86Q: 3 clusters Score -2.0676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 159640 members 
Entering Unmasked Estep 
Score: -20676000.000000 Penalty: 6026.011230
	Iteration 87Q: 3 clusters Score -2.0676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 159636 members 
Entering Unmasked Estep 
Score: -20676004.000000 Penalty: 6026.011230
	Iteration 88Q: 3 clusters Score -2.0676e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 159629 members 
Entering Unmasked Estep 
Score: -20676002.000000 Penalty: 6026.011230
	Iteration 89Q: 3 clusters Score -2.0676e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 159620 members 
Entering Unmasked Estep 
Score: -20675998.000000 Penalty: 6026.011230
	Iteration 90Q: 3 clusters Score -2.0676e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 159612 members 
Entering Unmasked Estep 
Score: -20675994.000000 Penalty: 6026.011230
	Iteration 91Q: 3 clusters Score -2.067599e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 159602 members 
Entering Unmasked Estep 
Score: -20676000.000000 Penalty: 6026.011230
	Iteration 92Q: 3 clusters Score -2.0676e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 159593 members 
Entering Unmasked Estep 
Score: -20676016.000000 Penalty: 6026.011230
	Iteration 93Q: 3 clusters Score -2.067602e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 159581 members 
Entering Unmasked Estep 
Score: -20676030.000000 Penalty: 6026.011230
	Iteration 94Q: 3 clusters Score -2.067603e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 159566 members 
Entering Unmasked Estep 
Score: -20676012.000000 Penalty: 6026.011230
	Iteration 95Q: 3 clusters Score -2.067601e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 159539 members 
Entering Unmasked Estep 
Score: -20676018.000000 Penalty: 6026.011230
	Iteration 96Q: 3 clusters Score -2.067602e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 159514 members 
Entering Unmasked Estep 
Score: -20676036.000000 Penalty: 6026.011230
	Iteration 97Q: 3 clusters Score -2.067604e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 159499 members 
Entering Unmasked Estep 
Score: -20676050.000000 Penalty: 6026.011230
	Iteration 98Q: 3 clusters Score -2.067605e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 159489 members 
Entering Unmasked Estep 
Score: -20676060.000000 Penalty: 6026.011230
	Iteration 99Q: 3 clusters Score -2.067606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 159479 members 
Entering Unmasked Estep 
Score: -20676046.000000 Penalty: 6026.011230
	Iteration 100F: 3 clusters Score -2.067605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 159472 members 
Entering Unmasked Estep 
Score: -20676060.000000 Penalty: 6026.011230
	Iteration 101Q: 3 clusters Score -2.067606e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 159466 members 
Entering Unmasked Estep 
Score: -20676040.000000 Penalty: 6026.011230
	Iteration 102Q: 3 clusters Score -2.067604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 159462 members 
Entering Unmasked Estep 
Score: -20676038.000000 Penalty: 6026.011230
	Iteration 103Q: 3 clusters Score -2.067604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 159458 members 
Entering Unmasked Estep 
Score: -20676044.000000 Penalty: 6026.011230
	Iteration 104Q: 3 clusters Score -2.067604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 159455 members 
Entering Unmasked Estep 
Score: -20676056.000000 Penalty: 6026.011230
	Iteration 105Q: 3 clusters Score -2.067606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 159453 members 
Entering Unmasked Estep 
Score: -20676066.000000 Penalty: 6026.011230
	Iteration 106Q: 3 clusters Score -2.067607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 159451 members 
Entering Unmasked Estep 
Score: -20676056.000000 Penalty: 6026.011230
	Iteration 107Q: 3 clusters Score -2.067606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 159450 members 
Entering Unmasked Estep 
Score: -20676066.000000 Penalty: 6026.011230
	Iteration 108Q: 3 clusters Score -2.067607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 159449 members 
Entering Unmasked Estep 
Score: -20676064.000000 Penalty: 6026.011230
	Iteration 109Q: 3 clusters Score -2.067606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 159447 members 
Entering Unmasked Estep 
Score: -20676060.000000 Penalty: 6026.011230
	Iteration 110Q: 3 clusters Score -2.067606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 159446 members 
Entering Unmasked Estep 
Score: -20676072.000000 Penalty: 6026.011230
	Iteration 111Q: 3 clusters Score -2.067607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 159445 members 
Entering Unmasked Estep 
Score: -20676074.000000 Penalty: 6026.011230
	Iteration 112Q: 3 clusters Score -2.067607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 159443 members 
Entering Unmasked Estep 
Score: -20676074.000000 Penalty: 6026.011230
	Iteration 113Q: 3 clusters Score -2.067607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29505 members 
Mstep: Class 2 contains 159441 members 
Entering Unmasked Estep 
Score: -20676084.000000 Penalty: 6026.011230
	Iteration 114Q: 3 clusters Score -2.067608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 159438 members 
Entering Unmasked Estep 
Score: -20676070.000000 Penalty: 6026.011230
	Iteration 115Q: 3 clusters Score -2.067607e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29512 members 
Mstep: Class 2 contains 159434 members 
Entering Unmasked Estep 
Score: -20676088.000000 Penalty: 6026.011230
	Iteration 116Q: 3 clusters Score -2.067609e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 159431 members 
Entering Unmasked Estep 
Score: -20676080.000000 Penalty: 6026.011230
	Iteration 117Q: 3 clusters Score -2.067608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29517 members 
Mstep: Class 2 contains 159429 members 
Entering Unmasked Estep 
Score: -20676086.000000 Penalty: 6026.011230
	Iteration 118Q: 3 clusters Score -2.067609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 159427 members 
Entering Unmasked Estep 
Score: -20676078.000000 Penalty: 6026.011230
	Iteration 119Q: 3 clusters Score -2.067608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 159426 members 
Entering Unmasked Estep 
Score: -20676074.000000 Penalty: 6026.011230
	Iteration 120F: 3 clusters Score -2.067607e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 10305 members 
Mstep: Class 3 contains 3732 members 
Mstep: Class 4 contains 103353 members 
Mstep: Class 5 contains 84665 members 
Mstep: Class 6 contains 45914 members 
Mstep: Class 7 contains 6128 members 
Mstep: Class 8 contains 194115 members 
Mstep: Class 9 contains 12044 members 
Mstep: Class 10 contains 9694 members 
Mstep: Class 11 contains 13295 members 
Mstep: Class 12 contains 4428 members 
Mstep: Class 13 contains 1183 members 
Mstep: Class 14 contains 81376 members 
Mstep: Class 15 contains 8492 members 
Mstep: Class 16 contains 7914 members 
Mstep: Class 17 contains 8175 members 
Mstep: Class 18 contains 721 members 
Mstep: Class 19 contains 29520 members 
Mstep: Class 20 contains 28983 members 
Mstep: Class 21 contains 128417 members 
Mstep: Class 22 contains 16131 members 
Mstep: Class 23 contains 12089 members 
Mstep: Class 24 contains 14820 members 
Mstep: Class 25 contains 46204 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 14814 members 
Mstep: Class 28 contains 25897 members 
Mstep: Class 29 contains 3135 members 
Mstep: Class 30 contains 7035 members 
Mstep: Class 31 contains 11044 members 
Mstep: Class 32 contains 1866 members 
Mstep: Class 33 contains 1465 members 
Mstep: Class 34 contains 159426 members 
Entering Unmasked Estep 
Score: -115030648.000000 Penalty: 117329.742188
Splitting cluster 19 changes total score from -114918024.000000 to -115030648.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 20 (28983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Entering Unmasked Estep 
Score: -3132910.500000 Penalty: 2548.067139
	Iteration 0F: 2 clusters Score -3132910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -3113033.000000 Penalty: 5096.134277
	Iteration 0F: 3 clusters Score -3113033 nChanged 13122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -3120402.000000 Penalty: 5096.134277
	Iteration 1F: 3 clusters Score -3120402 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -3121527.250000 Penalty: 5096.134277
	Iteration 2F: 3 clusters Score -3121527 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -3123089.000000 Penalty: 5096.134277
	Iteration 3F: 3 clusters Score -3123089 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -3124879.250000 Penalty: 5096.134277
	Iteration 4F: 3 clusters Score -3124879 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -3126828.000000 Penalty: 5096.134277
	Iteration 5F: 3 clusters Score -3126828 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -3128668.500000 Penalty: 5096.134277
	Iteration 6F: 3 clusters Score -3128668 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -3130188.250000 Penalty: 5096.134277
	Iteration 7F: 3 clusters Score -3130188 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -3131135.250000 Penalty: 5096.134277
	Iteration 8Q: 3 clusters Score -3131135 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -3131716.750000 Penalty: 5096.134277
	Iteration 9Q: 3 clusters Score -3131717 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -3132100.500000 Penalty: 5096.134277
	Iteration 10Q: 3 clusters Score -3132100 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -3132356.000000 Penalty: 5096.134277
	Iteration 11Q: 3 clusters Score -3132356 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -3132534.250000 Penalty: 5096.134277
	Iteration 12Q: 3 clusters Score -3132534 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -3132681.750000 Penalty: 5096.134277
	Iteration 13Q: 3 clusters Score -3132682 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -3132801.000000 Penalty: 5096.134277
	Iteration 14Q: 3 clusters Score -3132801 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -3132891.500000 Penalty: 5096.134277
	Iteration 15Q: 3 clusters Score -3132892 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -3132992.750000 Penalty: 5096.134277
	Iteration 16Q: 3 clusters Score -3132993 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -3133081.500000 Penalty: 5096.134277
	Iteration 17Q: 3 clusters Score -3133082 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -3133158.750000 Penalty: 5096.134277
	Iteration 18Q: 3 clusters Score -3133159 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -3133224.500000 Penalty: 5096.134277
	Iteration 19Q: 3 clusters Score -3133224 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -3133270.000000 Penalty: 5096.134277
	Iteration 20F: 3 clusters Score -3133270 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -3133298.500000 Penalty: 5096.134277
	Iteration 21Q: 3 clusters Score -3133298 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -3133302.750000 Penalty: 5096.134277
	Iteration 22Q: 3 clusters Score -3133303 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -3133314.500000 Penalty: 5096.134277
	Iteration 23Q: 3 clusters Score -3133314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -3133327.250000 Penalty: 5096.134277
	Iteration 24Q: 3 clusters Score -3133327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -3133329.500000 Penalty: 5096.134277
	Iteration 25Q: 3 clusters Score -3133330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 27372 members 
Entering Unmasked Estep 
Score: -3133333.000000 Penalty: 5096.134277
	Iteration 26Q: 3 clusters Score -3133333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -3133335.000000 Penalty: 5096.134277
	Iteration 27Q: 3 clusters Score -3133335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -3133334.250000 Penalty: 5096.134277
	Iteration 28Q: 3 clusters Score -3133334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -3133339.500000 Penalty: 5096.134277
	Iteration 29Q: 3 clusters Score -3133340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -3133337.000000 Penalty: 5096.134277
	Iteration 30Q: 3 clusters Score -3133337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -3133336.750000 Penalty: 5096.134277
	Iteration 31Q: 3 clusters Score -3133337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -3133339.500000 Penalty: 5096.134277
	Iteration 32Q: 3 clusters Score -3133340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -3133339.500000 Penalty: 5096.134277
	Iteration 33F: 3 clusters Score -3133340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 10305 members 
Mstep: Class 3 contains 3732 members 
Mstep: Class 4 contains 103353 members 
Mstep: Class 5 contains 84665 members 
Mstep: Class 6 contains 45914 members 
Mstep: Class 7 contains 6128 members 
Mstep: Class 8 contains 194115 members 
Mstep: Class 9 contains 12044 members 
Mstep: Class 10 contains 9694 members 
Mstep: Class 11 contains 13295 members 
Mstep: Class 12 contains 4428 members 
Mstep: Class 13 contains 1183 members 
Mstep: Class 14 contains 81376 members 
Mstep: Class 15 contains 8492 members 
Mstep: Class 16 contains 7914 members 
Mstep: Class 17 contains 8175 members 
Mstep: Class 18 contains 721 members 
Mstep: Class 19 contains 29520 members 
Mstep: Class 20 contains 1597 members 
Mstep: Class 21 contains 128417 members 
Mstep: Class 22 contains 16131 members 
Mstep: Class 23 contains 12089 members 
Mstep: Class 24 contains 14820 members 
Mstep: Class 25 contains 46204 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 14814 members 
Mstep: Class 28 contains 25897 members 
Mstep: Class 29 contains 3135 members 
Mstep: Class 30 contains 7035 members 
Mstep: Class 31 contains 11044 members 
Mstep: Class 32 contains 1866 members 
Mstep: Class 33 contains 1465 members 
Mstep: Class 34 contains 159426 members 
Mstep: Class 35 contains 27386 members 
Entering Unmasked Estep 
Score: -115030096.000000 Penalty: 120780.617188
Splitting cluster 20 changes total score from -114918024.000000 to -115030096.000000
So it's getting split into cluster 35.
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 10305 members 
Mstep: Class 3 contains 3732 members 
Mstep: Class 4 contains 103353 members 
Mstep: Class 5 contains 84665 members 
Mstep: Class 6 contains 45914 members 
Mstep: Class 7 contains 6128 members 
Mstep: Class 8 contains 194115 members 
Mstep: Class 9 contains 12044 members 
Mstep: Class 11 contains 13295 members 
Mstep: Class 12 contains 4428 members 
Mstep: Class 13 contains 1183 members 
Mstep: Class 14 contains 81376 members 
Mstep: Class 15 contains 8492 members 
Mstep: Class 16 contains 7914 members 
Mstep: Class 17 contains 8175 members 
Mstep: Class 18 contains 721 members 
Mstep: Class 19 contains 29520 members 
Mstep: Class 20 contains 1597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055064.000000 Penalty: 120780.617188
Iteration 39Q: 36 clusters Score -1.150551e+08 nChanged 34419
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 10876 members 
Mstep: Class 3 contains 3739 members 
Mstep: Class 4 contains 103831 members 
Mstep: Class 5 contains 86643 members 
Mstep: Class 6 contains 46616 members 
Mstep: Class 7 contains 6148 members 
Mstep: Class 8 contains 195641 members 
Mstep: Class 9 contains 12385 members 
Mstep: Class 10 contains 9564 members 
Mstep: Class 11 contains 14462 members 
Mstep: Class 12 contains 5116 members 
Mstep: Class 13 contains 1186 members 
Mstep: Class 14 contains 81734 members 
Mstep: Class 15 contains 8397 members 
Mstep: Class 16 contains 8995 members 
Mstep: Class 17 contains 8489 members 
Mstep: Class 18 contains 754 members 
Mstep: Class 19 contains 31629 members 
Mstep: Class 20 contains 1634 members 
Mstep: Class 21 contains 126358 members 
Mstep: Class 22 contains 14894 members 
Mstep: Class 23 contains 12081 members 
Mstep: Class 24 contains 15438 members 
Mstep: Class 25 contains 44594 members 
Mstep: Class 26 contains 1494 members 
Mstep: Class 27 contains 13121 members 
Mstep: Class 28 contains 25373 members 
Mstep: Class 29 contains 3277 members 
Mstep: Class 30 contains 6546 members 
Mstep: Class 31 contains 9715 members 
Mstep: Class 32 contains 1913 members 
Mstep: Class 33 contains 1493 members 
Mstep: Class 34 contains 157073 members 
Mstep: Class 35 contains 26229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115075048.000000 Penalty: 120780.617188
Iteration 40F: 36 clusters Score -1.15075e+08 nChanged 26751
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 11357 members 
Mstep: Class 3 contains 3707 members 
Mstep: Class 4 contains 103956 members 
Mstep: Class 5 contains 85635 members 
Mstep: Class 6 contains 45651 members 
Mstep: Class 7 contains 6173 members 
Mstep: Class 8 contains 194424 members 
Mstep: Class 9 contains 12549 members 
Mstep: Class 10 contains 9610 members 
Mstep: Class 11 contains 14576 members 
Mstep: Class 12 contains 5601 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 81327 members 
Mstep: Class 15 contains 8009 members 
Mstep: Class 16 contains 9406 members 
Mstep: Class 17 contains 8425 members 
Mstep: Class 18 contains 778 members 
Mstep: Class 19 contains 32059 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 127935 members 
Mstep: Class 22 contains 14448 members 
Mstep: Class 23 contains 12141 members 
Mstep: Class 24 contains 15939 members 
Mstep: Class 25 contains 44196 members 
Mstep: Class 26 contains 1577 members 
Mstep: Class 27 contains 12416 members 
Mstep: Class 28 contains 25502 members 
Mstep: Class 29 contains 3990 members 
Mstep: Class 30 contains 6312 members 
Mstep: Class 31 contains 9477 members 
Mstep: Class 32 contains 1973 members 
Mstep: Class 33 contains 1504 members 
Mstep: Class 34 contains 157698 members 
Mstep: Class 35 contains 26500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115083272.000000 Penalty: 120780.617188
Iteration 41Q: 36 clusters Score -1.150833e+08 nChanged 14681
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 11923 members 
Mstep: Class 3 contains 3698 members 
Mstep: Class 4 contains 104092 members 
Mstep: Class 5 contains 84747 members 
Mstep: Class 6 contains 45011 members 
Mstep: Class 7 contains 6199 members 
Mstep: Class 8 contains 193576 members 
Mstep: Class 9 contains 12900 members 
Mstep: Class 10 contains 9598 members 
Mstep: Class 11 contains 14903 members 
Mstep: Class 12 contains 5914 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 81039 members 
Mstep: Class 15 contains 7701 members 
Mstep: Class 16 contains 9761 members 
Mstep: Class 17 contains 8313 members 
Mstep: Class 18 contains 766 members 
Mstep: Class 19 contains 32507 members 
Mstep: Class 20 contains 1648 members 
Mstep: Class 21 contains 129001 members 
Mstep: Class 22 contains 13997 members 
Mstep: Class 23 contains 12265 members 
Mstep: Class 24 contains 16314 members 
Mstep: Class 25 contains 43750 members 
Mstep: Class 26 contains 1607 members 
Mstep: Class 27 contains 11979 members 
Mstep: Class 28 contains 25530 members 
Mstep: Class 29 contains 4367 members 
Mstep: Class 30 contains 6167 members 
Mstep: Class 31 contains 9285 members 
Mstep: Class 32 contains 2005 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 157848 members 
Mstep: Class 35 contains 26669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115086448.000000 Penalty: 120780.617188
Iteration 42Q: 36 clusters Score -1.150864e+08 nChanged 10618
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 12486 members 
Mstep: Class 3 contains 3664 members 
Mstep: Class 4 contains 104240 members 
Mstep: Class 5 contains 83920 members 
Mstep: Class 6 contains 44450 members 
Mstep: Class 7 contains 6230 members 
Mstep: Class 8 contains 192894 members 
Mstep: Class 9 contains 13265 members 
Mstep: Class 10 contains 9565 members 
Mstep: Class 11 contains 15165 members 
Mstep: Class 12 contains 6126 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 80815 members 
Mstep: Class 15 contains 7429 members 
Mstep: Class 16 contains 10041 members 
Mstep: Class 17 contains 8163 members 
Mstep: Class 18 contains 764 members 
Mstep: Class 19 contains 32942 members 
Mstep: Class 20 contains 1653 members 
Mstep: Class 21 contains 129772 members 
Mstep: Class 22 contains 13727 members 
Mstep: Class 23 contains 12365 members 
Mstep: Class 24 contains 16625 members 
Mstep: Class 25 contains 43365 members 
Mstep: Class 26 contains 1627 members 
Mstep: Class 27 contains 11704 members 
Mstep: Class 28 contains 25545 members 
Mstep: Class 29 contains 4575 members 
Mstep: Class 30 contains 6072 members 
Mstep: Class 31 contains 9157 members 
Mstep: Class 32 contains 2031 members 
Mstep: Class 33 contains 1506 members 
Mstep: Class 34 contains 157887 members 
Mstep: Class 35 contains 26834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115089336.000000 Penalty: 120780.617188
Iteration 43Q: 36 clusters Score -1.150893e+08 nChanged 8275
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 13029 members 
Mstep: Class 3 contains 3635 members 
Mstep: Class 4 contains 104387 members 
Mstep: Class 5 contains 83065 members 
Mstep: Class 6 contains 43975 members 
Mstep: Class 7 contains 6253 members 
Mstep: Class 8 contains 192359 members 
Mstep: Class 9 contains 13557 members 
Mstep: Class 10 contains 9571 members 
Mstep: Class 11 contains 15428 members 
Mstep: Class 12 contains 6271 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 80626 members 
Mstep: Class 15 contains 7149 members 
Mstep: Class 16 contains 10245 members 
Mstep: Class 17 contains 8064 members 
Mstep: Class 18 contains 763 members 
Mstep: Class 19 contains 33294 members 
Mstep: Class 20 contains 1657 members 
Mstep: Class 21 contains 130407 members 
Mstep: Class 22 contains 13571 members 
Mstep: Class 23 contains 12445 members 
Mstep: Class 24 contains 16921 members 
Mstep: Class 25 contains 43057 members 
Mstep: Class 26 contains 1654 members 
Mstep: Class 27 contains 11575 members 
Mstep: Class 28 contains 25558 members 
Mstep: Class 29 contains 4655 members 
Mstep: Class 30 contains 6018 members 
Mstep: Class 31 contains 9069 members 
Mstep: Class 32 contains 2049 members 
Mstep: Class 33 contains 1506 members 
Mstep: Class 34 contains 157881 members 
Mstep: Class 35 contains 26938 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 44Q: 36 clusters Score -1.150913e+08 nChanged 6762
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 13526 members 
Mstep: Class 3 contains 3620 members 
Mstep: Class 4 contains 104541 members 
Mstep: Class 5 contains 82257 members 
Mstep: Class 6 contains 43593 members 
Mstep: Class 7 contains 6266 members 
Mstep: Class 8 contains 191963 members 
Mstep: Class 9 contains 13786 members 
Mstep: Class 10 contains 9561 members 
Mstep: Class 11 contains 15656 members 
Mstep: Class 12 contains 6387 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 80501 members 
Mstep: Class 15 contains 6859 members 
Mstep: Class 16 contains 10451 members 
Mstep: Class 17 contains 7957 members 
Mstep: Class 18 contains 763 members 
Mstep: Class 19 contains 33603 members 
Mstep: Class 20 contains 1662 members 
Mstep: Class 21 contains 130890 members 
Mstep: Class 22 contains 13463 members 
Mstep: Class 23 contains 12514 members 
Mstep: Class 24 contains 17231 members 
Mstep: Class 25 contains 42827 members 
Mstep: Class 26 contains 1689 members 
Mstep: Class 27 contains 11487 members 
Mstep: Class 28 contains 25578 members 
Mstep: Class 29 contains 4699 members 
Mstep: Class 30 contains 5992 members 
Mstep: Class 31 contains 8973 members 
Mstep: Class 32 contains 2062 members 
Mstep: Class 33 contains 1506 members 
Mstep: Class 34 contains 157754 members 
Mstep: Class 35 contains 27026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115093816.000000 Penalty: 120780.617188
Iteration 45Q: 36 clusters Score -1.150938e+08 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 14010 members 
Mstep: Class 3 contains 3603 members 
Mstep: Class 4 contains 104682 members 
Mstep: Class 5 contains 81517 members 
Mstep: Class 6 contains 43297 members 
Mstep: Class 7 contains 6279 members 
Mstep: Class 8 contains 191653 members 
Mstep: Class 9 contains 13950 members 
Mstep: Class 10 contains 9571 members 
Mstep: Class 11 contains 15820 members 
Mstep: Class 12 contains 6478 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 80374 members 
Mstep: Class 15 contains 6630 members 
Mstep: Class 16 contains 10634 members 
Mstep: Class 17 contains 7882 members 
Mstep: Class 18 contains 762 members 
Mstep: Class 19 contains 33857 members 
Mstep: Class 20 contains 1667 members 
Mstep: Class 21 contains 131334 members 
Mstep: Class 22 contains 13341 members 
Mstep: Class 23 contains 12575 members 
Mstep: Class 24 contains 17511 members 
Mstep: Class 25 contains 42601 members 
Mstep: Class 26 contains 1751 members 
Mstep: Class 27 contains 11419 members 
Mstep: Class 28 contains 25577 members 
Mstep: Class 29 contains 4711 members 
Mstep: Class 30 contains 6002 members 
Mstep: Class 31 contains 8899 members 
Mstep: Class 32 contains 2068 members 
Mstep: Class 33 contains 1506 members 
Mstep: Class 34 contains 157577 members 
Mstep: Class 35 contains 27111 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 46Q: 36 clusters Score -1.150951e+08 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 14417 members 
Mstep: Class 3 contains 3590 members 
Mstep: Class 4 contains 104815 members 
Mstep: Class 5 contains 80816 members 
Mstep: Class 6 contains 43024 members 
Mstep: Class 7 contains 6291 members 
Mstep: Class 8 contains 191404 members 
Mstep: Class 9 contains 14061 members 
Mstep: Class 10 contains 9559 members 
Mstep: Class 11 contains 15988 members 
Mstep: Class 12 contains 6560 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 80271 members 
Mstep: Class 15 contains 6371 members 
Mstep: Class 16 contains 10818 members 
Mstep: Class 17 contains 7820 members 
Mstep: Class 18 contains 761 members 
Mstep: Class 19 contains 34124 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 131672 members 
Mstep: Class 22 contains 13240 members 
Mstep: Class 23 contains 12632 members 
Mstep: Class 24 contains 17805 members 
Mstep: Class 25 contains 42401 members 
Mstep: Class 26 contains 1846 members 
Mstep: Class 27 contains 11357 members 
Mstep: Class 28 contains 25569 members 
Mstep: Class 29 contains 4741 members 
Mstep: Class 30 contains 6025 members 
Mstep: Class 31 contains 8856 members 
Mstep: Class 32 contains 2074 members 
Mstep: Class 33 contains 1506 members 
Mstep: Class 34 contains 157413 members 
Mstep: Class 35 contains 27162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115097200.000000 Penalty: 120780.617188
Iteration 47Q: 36 clusters Score -1.150972e+08 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 14780 members 
Mstep: Class 3 contains 3577 members 
Mstep: Class 4 contains 104933 members 
Mstep: Class 5 contains 80173 members 
Mstep: Class 6 contains 42820 members 
Mstep: Class 7 contains 6306 members 
Mstep: Class 8 contains 191207 members 
Mstep: Class 9 contains 14148 members 
Mstep: Class 10 contains 9529 members 
Mstep: Class 11 contains 16105 members 
Mstep: Class 12 contains 6631 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 80183 members 
Mstep: Class 15 contains 6141 members 
Mstep: Class 16 contains 10984 members 
Mstep: Class 17 contains 7769 members 
Mstep: Class 18 contains 760 members 
Mstep: Class 19 contains 34364 members 
Mstep: Class 20 contains 1675 members 
Mstep: Class 21 contains 131858 members 
Mstep: Class 22 contains 13201 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 18084 members 
Mstep: Class 25 contains 42232 members 
Mstep: Class 26 contains 1957 members 
Mstep: Class 27 contains 11332 members 
Mstep: Class 28 contains 25566 members 
Mstep: Class 29 contains 4765 members 
Mstep: Class 30 contains 6035 members 
Mstep: Class 31 contains 8822 members 
Mstep: Class 32 contains 2078 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 157283 members 
Mstep: Class 35 contains 27178 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 48Q: 36 clusters Score -1.150988e+08 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 15110 members 
Mstep: Class 3 contains 3584 members 
Mstep: Class 4 contains 105022 members 
Mstep: Class 5 contains 79625 members 
Mstep: Class 6 contains 42627 members 
Mstep: Class 7 contains 6314 members 
Mstep: Class 8 contains 191087 members 
Mstep: Class 9 contains 14231 members 
Mstep: Class 10 contains 9499 members 
Mstep: Class 11 contains 16218 members 
Mstep: Class 12 contains 6699 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 80110 members 
Mstep: Class 15 contains 5984 members 
Mstep: Class 16 contains 11119 members 
Mstep: Class 17 contains 7730 members 
Mstep: Class 18 contains 760 members 
Mstep: Class 19 contains 34574 members 
Mstep: Class 20 contains 1680 members 
Mstep: Class 21 contains 131990 members 
Mstep: Class 22 contains 13098 members 
Mstep: Class 23 contains 12724 members 
Mstep: Class 24 contains 18352 members 
Mstep: Class 25 contains 42084 members 
Mstep: Class 26 contains 2054 members 
Mstep: Class 27 contains 11301 members 
Mstep: Class 28 contains 25554 members 
Mstep: Class 29 contains 4783 members 
Mstep: Class 30 contains 6054 members 
Mstep: Class 31 contains 8813 members 
Mstep: Class 32 contains 2082 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 157133 members 
Mstep: Class 35 contains 27162 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 49Q: 36 clusters Score -1.150994e+08 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 15393 members 
Mstep: Class 3 contains 3581 members 
Mstep: Class 4 contains 105095 members 
Mstep: Class 5 contains 79133 members 
Mstep: Class 6 contains 42464 members 
Mstep: Class 7 contains 6321 members 
Mstep: Class 8 contains 190996 members 
Mstep: Class 9 contains 14288 members 
Mstep: Class 10 contains 9462 members 
Mstep: Class 11 contains 16312 members 
Mstep: Class 12 contains 6767 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 80056 members 
Mstep: Class 15 contains 5876 members 
Mstep: Class 16 contains 11250 members 
Mstep: Class 17 contains 7702 members 
Mstep: Class 18 contains 759 members 
Mstep: Class 19 contains 34774 members 
Mstep: Class 20 contains 1684 members 
Mstep: Class 21 contains 132088 members 
Mstep: Class 22 contains 12996 members 
Mstep: Class 23 contains 12749 members 
Mstep: Class 24 contains 18599 members 
Mstep: Class 25 contains 41960 members 
Mstep: Class 26 contains 2119 members 
Mstep: Class 27 contains 11281 members 
Mstep: Class 28 contains 25539 members 
Mstep: Class 29 contains 4810 members 
Mstep: Class 30 contains 6083 members 
Mstep: Class 31 contains 8820 members 
Mstep: Class 32 contains 2084 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 156958 members 
Mstep: Class 35 contains 27151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115099640.000000 Penalty: 120780.617188
Iteration 50Q: 36 clusters Score -1.150996e+08 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 15656 members 
Mstep: Class 3 contains 3583 members 
Mstep: Class 4 contains 105155 members 
Mstep: Class 5 contains 78663 members 
Mstep: Class 6 contains 42275 members 
Mstep: Class 7 contains 6329 members 
Mstep: Class 8 contains 190917 members 
Mstep: Class 9 contains 14332 members 
Mstep: Class 10 contains 9406 members 
Mstep: Class 11 contains 16393 members 
Mstep: Class 12 contains 6820 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 80025 members 
Mstep: Class 15 contains 5800 members 
Mstep: Class 16 contains 11372 members 
Mstep: Class 17 contains 7681 members 
Mstep: Class 18 contains 759 members 
Mstep: Class 19 contains 34933 members 
Mstep: Class 20 contains 1689 members 
Mstep: Class 21 contains 132195 members 
Mstep: Class 22 contains 12910 members 
Mstep: Class 23 contains 12772 members 
Mstep: Class 24 contains 18845 members 
Mstep: Class 25 contains 41861 members 
Mstep: Class 26 contains 2166 members 
Mstep: Class 27 contains 11248 members 
Mstep: Class 28 contains 25520 members 
Mstep: Class 29 contains 4829 members 
Mstep: Class 30 contains 6106 members 
Mstep: Class 31 contains 8832 members 
Mstep: Class 32 contains 2089 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 156803 members 
Mstep: Class 35 contains 27154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115100160.000000 Penalty: 120780.617188
Iteration 51Q: 36 clusters Score -1.151002e+08 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 15886 members 
Mstep: Class 3 contains 3579 members 
Mstep: Class 4 contains 105206 members 
Mstep: Class 5 contains 78293 members 
Mstep: Class 6 contains 42091 members 
Mstep: Class 7 contains 6336 members 
Mstep: Class 8 contains 190863 members 
Mstep: Class 9 contains 14363 members 
Mstep: Class 10 contains 9320 members 
Mstep: Class 11 contains 16464 members 
Mstep: Class 12 contains 6863 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 79975 members 
Mstep: Class 15 contains 5754 members 
Mstep: Class 16 contains 11480 members 
Mstep: Class 17 contains 7666 members 
Mstep: Class 18 contains 759 members 
Mstep: Class 19 contains 35100 members 
Mstep: Class 20 contains 1695 members 
Mstep: Class 21 contains 132252 members 
Mstep: Class 22 contains 12837 members 
Mstep: Class 23 contains 12788 members 
Mstep: Class 24 contains 19081 members 
Mstep: Class 25 contains 41781 members 
Mstep: Class 26 contains 2204 members 
Mstep: Class 27 contains 11221 members 
Mstep: Class 28 contains 25509 members 
Mstep: Class 29 contains 4843 members 
Mstep: Class 30 contains 6108 members 
Mstep: Class 31 contains 8837 members 
Mstep: Class 32 contains 2097 members 
Mstep: Class 33 contains 1506 members 
Mstep: Class 34 contains 156673 members 
Mstep: Class 35 contains 27141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115100408.000000 Penalty: 120780.617188
Iteration 52Q: 36 clusters Score -1.151004e+08 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 16074 members 
Mstep: Class 3 contains 3577 members 
Mstep: Class 4 contains 105262 members 
Mstep: Class 5 contains 77944 members 
Mstep: Class 6 contains 41910 members 
Mstep: Class 7 contains 6344 members 
Mstep: Class 8 contains 190776 members 
Mstep: Class 9 contains 14390 members 
Mstep: Class 10 contains 9215 members 
Mstep: Class 11 contains 16501 members 
Mstep: Class 12 contains 6904 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 79934 members 
Mstep: Class 15 contains 5730 members 
Mstep: Class 16 contains 11571 members 
Mstep: Class 17 contains 7654 members 
Mstep: Class 18 contains 759 members 
Mstep: Class 19 contains 35254 members 
Mstep: Class 20 contains 1701 members 
Mstep: Class 21 contains 132394 members 
Mstep: Class 22 contains 12768 members 
Mstep: Class 23 contains 12797 members 
Mstep: Class 24 contains 19309 members 
Mstep: Class 25 contains 41691 members 
Mstep: Class 26 contains 2236 members 
Mstep: Class 27 contains 11202 members 
Mstep: Class 28 contains 25486 members 
Mstep: Class 29 contains 4849 members 
Mstep: Class 30 contains 6098 members 
Mstep: Class 31 contains 8834 members 
Mstep: Class 32 contains 2104 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 156536 members 
Mstep: Class 35 contains 27164 members 
Entering Unmasked Estep 
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Score: -115101128.000000 Penalty: 120780.617188
Iteration 53Q: 36 clusters Score -1.151011e+08 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 16257 members 
Mstep: Class 3 contains 3572 members 
Mstep: Class 4 contains 105324 members 
Mstep: Class 5 contains 77629 members 
Mstep: Class 6 contains 41753 members 
Mstep: Class 7 contains 6348 members 
Mstep: Class 8 contains 190684 members 
Mstep: Class 9 contains 14419 members 
Mstep: Class 10 contains 9096 members 
Mstep: Class 11 contains 16536 members 
Mstep: Class 12 contains 6930 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 79889 members 
Mstep: Class 15 contains 5711 members 
Mstep: Class 16 contains 11646 members 
Mstep: Class 17 contains 7638 members 
Mstep: Class 18 contains 759 members 
Mstep: Class 19 contains 35390 members 
Mstep: Class 20 contains 1708 members 
Mstep: Class 21 contains 132516 members 
Mstep: Class 22 contains 12682 members 
Mstep: Class 23 contains 12803 members 
Mstep: Class 24 contains 19541 members 
Mstep: Class 25 contains 41626 members 
Mstep: Class 26 contains 2268 members 
Mstep: Class 27 contains 11157 members 
Mstep: Class 28 contains 25473 members 
Mstep: Class 29 contains 4863 members 
Mstep: Class 30 contains 6095 members 
Mstep: Class 31 contains 8876 members 
Mstep: Class 32 contains 2107 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 156396 members 
Mstep: Class 35 contains 27157 members 
Entering Unmasked Estep 
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Score: -115101680.000000 Penalty: 120780.617188
Iteration 54Q: 36 clusters Score -1.151017e+08 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 16416 members 
Mstep: Class 3 contains 3564 members 
Mstep: Class 4 contains 105370 members 
Mstep: Class 5 contains 77330 members 
Mstep: Class 6 contains 41604 members 
Mstep: Class 7 contains 6356 members 
Mstep: Class 8 contains 190603 members 
Mstep: Class 9 contains 14462 members 
Mstep: Class 10 contains 9020 members 
Mstep: Class 11 contains 16570 members 
Mstep: Class 12 contains 6966 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 79868 members 
Mstep: Class 15 contains 5699 members 
Mstep: Class 16 contains 11718 members 
Mstep: Class 17 contains 7624 members 
Mstep: Class 18 contains 759 members 
Mstep: Class 19 contains 35518 members 
Mstep: Class 20 contains 1714 members 
Mstep: Class 21 contains 132595 members 
Mstep: Class 22 contains 12616 members 
Mstep: Class 23 contains 12811 members 
Mstep: Class 24 contains 19760 members 
Mstep: Class 25 contains 41571 members 
Mstep: Class 26 contains 2291 members 
Mstep: Class 27 contains 11135 members 
Mstep: Class 28 contains 25456 members 
Mstep: Class 29 contains 4877 members 
Mstep: Class 30 contains 6087 members 
Mstep: Class 31 contains 8921 members 
Mstep: Class 32 contains 2109 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 156260 members 
Mstep: Class 35 contains 27137 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 55Q: 36 clusters Score -1.15102e+08 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 16551 members 
Mstep: Class 3 contains 3558 members 
Mstep: Class 4 contains 105409 members 
Mstep: Class 5 contains 77023 members 
Mstep: Class 6 contains 41454 members 
Mstep: Class 7 contains 6362 members 
Mstep: Class 8 contains 190544 members 
Mstep: Class 9 contains 14500 members 
Mstep: Class 10 contains 8966 members 
Mstep: Class 11 contains 16617 members 
Mstep: Class 12 contains 7000 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 79843 members 
Mstep: Class 15 contains 5691 members 
Mstep: Class 16 contains 11783 members 
Mstep: Class 17 contains 7611 members 
Mstep: Class 18 contains 758 members 
Mstep: Class 19 contains 35622 members 
Mstep: Class 20 contains 1716 members 
Mstep: Class 21 contains 132696 members 
Mstep: Class 22 contains 12555 members 
Mstep: Class 23 contains 12815 members 
Mstep: Class 24 contains 19985 members 
Mstep: Class 25 contains 41513 members 
Mstep: Class 26 contains 2299 members 
Mstep: Class 27 contains 11108 members 
Mstep: Class 28 contains 25448 members 
Mstep: Class 29 contains 4890 members 
Mstep: Class 30 contains 6084 members 
Mstep: Class 31 contains 8973 members 
Mstep: Class 32 contains 2112 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 156148 members 
Mstep: Class 35 contains 27125 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 56Q: 36 clusters Score -1.151018e+08 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 16669 members 
Mstep: Class 3 contains 3554 members 
Mstep: Class 4 contains 105453 members 
Mstep: Class 5 contains 76725 members 
Mstep: Class 6 contains 41313 members 
Mstep: Class 7 contains 6368 members 
Mstep: Class 8 contains 190480 members 
Mstep: Class 9 contains 14518 members 
Mstep: Class 10 contains 8944 members 
Mstep: Class 11 contains 16620 members 
Mstep: Class 12 contains 7027 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 79821 members 
Mstep: Class 15 contains 5689 members 
Mstep: Class 16 contains 11854 members 
Mstep: Class 17 contains 7602 members 
Mstep: Class 18 contains 758 members 
Mstep: Class 19 contains 35723 members 
Mstep: Class 20 contains 1725 members 
Mstep: Class 21 contains 132803 members 
Mstep: Class 22 contains 12492 members 
Mstep: Class 23 contains 12818 members 
Mstep: Class 24 contains 20228 members 
Mstep: Class 25 contains 41436 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 11106 members 
Mstep: Class 28 contains 25443 members 
Mstep: Class 29 contains 4896 members 
Mstep: Class 30 contains 6074 members 
Mstep: Class 31 contains 9014 members 
Mstep: Class 32 contains 2115 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 156050 members 
Mstep: Class 35 contains 27116 members 
Entering Unmasked Estep 
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Iteration 57Q: 36 clusters Score -1.151023e+08 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 16775 members 
Mstep: Class 3 contains 3545 members 
Mstep: Class 4 contains 105508 members 
Mstep: Class 5 contains 76444 members 
Mstep: Class 6 contains 41184 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 190429 members 
Mstep: Class 9 contains 14538 members 
Mstep: Class 10 contains 8929 members 
Mstep: Class 11 contains 16640 members 
Mstep: Class 12 contains 7042 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 79810 members 
Mstep: Class 15 contains 5688 members 
Mstep: Class 16 contains 11911 members 
Mstep: Class 17 contains 7595 members 
Mstep: Class 18 contains 758 members 
Mstep: Class 19 contains 35831 members 
Mstep: Class 20 contains 1730 members 
Mstep: Class 21 contains 132894 members 
Mstep: Class 22 contains 12406 members 
Mstep: Class 23 contains 12819 members 
Mstep: Class 24 contains 20478 members 
Mstep: Class 25 contains 41387 members 
Mstep: Class 26 contains 2312 members 
Mstep: Class 27 contains 11091 members 
Mstep: Class 28 contains 25439 members 
Mstep: Class 29 contains 4900 members 
Mstep: Class 30 contains 6067 members 
Mstep: Class 31 contains 9055 members 
Mstep: Class 32 contains 2113 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 155926 members 
Mstep: Class 35 contains 27109 members 
Entering Unmasked Estep 
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Iteration 58Q: 36 clusters Score -1.151023e+08 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 16868 members 
Mstep: Class 3 contains 3535 members 
Mstep: Class 4 contains 105556 members 
Mstep: Class 5 contains 76171 members 
Mstep: Class 6 contains 41043 members 
Mstep: Class 7 contains 6374 members 
Mstep: Class 8 contains 190391 members 
Mstep: Class 9 contains 14551 members 
Mstep: Class 10 contains 8927 members 
Mstep: Class 11 contains 16659 members 
Mstep: Class 12 contains 7061 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 79810 members 
Mstep: Class 15 contains 5688 members 
Mstep: Class 16 contains 11963 members 
Mstep: Class 17 contains 7585 members 
Mstep: Class 18 contains 758 members 
Mstep: Class 19 contains 35927 members 
Mstep: Class 20 contains 1739 members 
Mstep: Class 21 contains 132986 members 
Mstep: Class 22 contains 12320 members 
Mstep: Class 23 contains 12823 members 
Mstep: Class 24 contains 20734 members 
Mstep: Class 25 contains 41342 members 
Mstep: Class 26 contains 2322 members 
Mstep: Class 27 contains 11066 members 
Mstep: Class 28 contains 25433 members 
Mstep: Class 29 contains 4905 members 
Mstep: Class 30 contains 6053 members 
Mstep: Class 31 contains 9096 members 
Mstep: Class 32 contains 2113 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 155820 members 
Mstep: Class 35 contains 27100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115102776.000000 Penalty: 120780.617188
Iteration 59Q: 36 clusters Score -1.151028e+08 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 16949 members 
Mstep: Class 3 contains 3529 members 
Mstep: Class 4 contains 105599 members 
Mstep: Class 5 contains 75963 members 
Mstep: Class 6 contains 40895 members 
Mstep: Class 7 contains 6375 members 
Mstep: Class 8 contains 190360 members 
Mstep: Class 9 contains 14566 members 
Mstep: Class 10 contains 8919 members 
Mstep: Class 11 contains 16651 members 
Mstep: Class 12 contains 7078 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 79804 members 
Mstep: Class 15 contains 5687 members 
Mstep: Class 16 contains 12014 members 
Mstep: Class 17 contains 7577 members 
Mstep: Class 18 contains 758 members 
Mstep: Class 19 contains 36025 members 
Mstep: Class 20 contains 1750 members 
Mstep: Class 21 contains 133065 members 
Mstep: Class 22 contains 12232 members 
Mstep: Class 23 contains 12828 members 
Mstep: Class 24 contains 21011 members 
Mstep: Class 25 contains 41295 members 
Mstep: Class 26 contains 2327 members 
Mstep: Class 27 contains 11052 members 
Mstep: Class 28 contains 25432 members 
Mstep: Class 29 contains 4906 members 
Mstep: Class 30 contains 6041 members 
Mstep: Class 31 contains 9126 members 
Mstep: Class 32 contains 2110 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 155701 members 
Mstep: Class 35 contains 27088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115103344.000000 Penalty: 120780.617188
Iteration 60F: 36 clusters Score -1.151033e+08 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 17019 members 
Mstep: Class 3 contains 3526 members 
Mstep: Class 4 contains 105627 members 
Mstep: Class 5 contains 75800 members 
Mstep: Class 6 contains 40740 members 
Mstep: Class 7 contains 6375 members 
Mstep: Class 8 contains 190316 members 
Mstep: Class 9 contains 14547 members 
Mstep: Class 10 contains 8841 members 
Mstep: Class 11 contains 16664 members 
Mstep: Class 12 contains 7085 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 79810 members 
Mstep: Class 15 contains 5688 members 
Mstep: Class 16 contains 12078 members 
Mstep: Class 17 contains 7569 members 
Mstep: Class 18 contains 762 members 
Mstep: Class 19 contains 36112 members 
Mstep: Class 20 contains 1758 members 
Mstep: Class 21 contains 133086 members 
Mstep: Class 22 contains 12152 members 
Mstep: Class 23 contains 12829 members 
Mstep: Class 24 contains 21273 members 
Mstep: Class 25 contains 41138 members 
Mstep: Class 26 contains 2605 members 
Mstep: Class 27 contains 11048 members 
Mstep: Class 28 contains 25433 members 
Mstep: Class 29 contains 4906 members 
Mstep: Class 30 contains 6024 members 
Mstep: Class 31 contains 9173 members 
Mstep: Class 32 contains 2101 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 155589 members 
Mstep: Class 35 contains 27080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115103888.000000 Penalty: 120780.617188
Iteration 61Q: 36 clusters Score -1.151039e+08 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 17082 members 
Mstep: Class 3 contains 3515 members 
Mstep: Class 4 contains 105652 members 
Mstep: Class 5 contains 75665 members 
Mstep: Class 6 contains 40587 members 
Mstep: Class 7 contains 6377 members 
Mstep: Class 8 contains 190268 members 
Mstep: Class 9 contains 14532 members 
Mstep: Class 10 contains 8691 members 
Mstep: Class 11 contains 16662 members 
Mstep: Class 12 contains 7103 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 79804 members 
Mstep: Class 15 contains 5688 members 
Mstep: Class 16 contains 12162 members 
Mstep: Class 17 contains 7564 members 
Mstep: Class 18 contains 757 members 
Mstep: Class 19 contains 36185 members 
Mstep: Class 20 contains 1762 members 
Mstep: Class 21 contains 133117 members 
Mstep: Class 22 contains 12088 members 
Mstep: Class 23 contains 12830 members 
Mstep: Class 24 contains 21534 members 
Mstep: Class 25 contains 41022 members 
Mstep: Class 26 contains 2895 members 
Mstep: Class 27 contains 11024 members 
Mstep: Class 28 contains 25428 members 
Mstep: Class 29 contains 4911 members 
Mstep: Class 30 contains 6014 members 
Mstep: Class 31 contains 9190 members 
Mstep: Class 32 contains 2091 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 155499 members 
Mstep: Class 35 contains 27084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115104520.000000 Penalty: 120780.617188
Iteration 62Q: 36 clusters Score -1.151045e+08 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 17148 members 
Mstep: Class 3 contains 3501 members 
Mstep: Class 4 contains 105678 members 
Mstep: Class 5 contains 75530 members 
Mstep: Class 6 contains 40440 members 
Mstep: Class 7 contains 6382 members 
Mstep: Class 8 contains 190218 members 
Mstep: Class 9 contains 14533 members 
Mstep: Class 10 contains 8512 members 
Mstep: Class 11 contains 16660 members 
Mstep: Class 12 contains 7128 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 79801 members 
Mstep: Class 15 contains 5687 members 
Mstep: Class 16 contains 12258 members 
Mstep: Class 17 contains 7555 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 36262 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 133096 members 
Mstep: Class 22 contains 12033 members 
Mstep: Class 23 contains 12830 members 
Mstep: Class 24 contains 21792 members 
Mstep: Class 25 contains 40913 members 
Mstep: Class 26 contains 3161 members 
Mstep: Class 27 contains 11026 members 
Mstep: Class 28 contains 25423 members 
Mstep: Class 29 contains 4915 members 
Mstep: Class 30 contains 6011 members 
Mstep: Class 31 contains 9192 members 
Mstep: Class 32 contains 2085 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 155421 members 
Mstep: Class 35 contains 27091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115104864.000000 Penalty: 120780.617188
Iteration 63Q: 36 clusters Score -1.151049e+08 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 17197 members 
Mstep: Class 3 contains 3490 members 
Mstep: Class 4 contains 105694 members 
Mstep: Class 5 contains 75436 members 
Mstep: Class 6 contains 40318 members 
Mstep: Class 7 contains 6390 members 
Mstep: Class 8 contains 190134 members 
Mstep: Class 9 contains 14530 members 
Mstep: Class 10 contains 8386 members 
Mstep: Class 11 contains 16668 members 
Mstep: Class 12 contains 7148 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 79781 members 
Mstep: Class 15 contains 5687 members 
Mstep: Class 16 contains 12369 members 
Mstep: Class 17 contains 7544 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 36327 members 
Mstep: Class 20 contains 1772 members 
Mstep: Class 21 contains 133107 members 
Mstep: Class 22 contains 12001 members 
Mstep: Class 23 contains 12831 members 
Mstep: Class 24 contains 22001 members 
Mstep: Class 25 contains 40791 members 
Mstep: Class 26 contains 3385 members 
Mstep: Class 27 contains 11016 members 
Mstep: Class 28 contains 25421 members 
Mstep: Class 29 contains 4917 members 
Mstep: Class 30 contains 6007 members 
Mstep: Class 31 contains 9199 members 
Mstep: Class 32 contains 2082 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 155337 members 
Mstep: Class 35 contains 27101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115105488.000000 Penalty: 120780.617188
Iteration 64Q: 36 clusters Score -1.151055e+08 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 17235 members 
Mstep: Class 3 contains 3485 members 
Mstep: Class 4 contains 105718 members 
Mstep: Class 5 contains 75373 members 
Mstep: Class 6 contains 40164 members 
Mstep: Class 7 contains 6393 members 
Mstep: Class 8 contains 190058 members 
Mstep: Class 9 contains 14531 members 
Mstep: Class 10 contains 8300 members 
Mstep: Class 11 contains 16670 members 
Mstep: Class 12 contains 7167 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 79772 members 
Mstep: Class 15 contains 5685 members 
Mstep: Class 16 contains 12466 members 
Mstep: Class 17 contains 7535 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 36393 members 
Mstep: Class 20 contains 1780 members 
Mstep: Class 21 contains 133096 members 
Mstep: Class 22 contains 11976 members 
Mstep: Class 23 contains 12832 members 
Mstep: Class 24 contains 22216 members 
Mstep: Class 25 contains 40702 members 
Mstep: Class 26 contains 3544 members 
Mstep: Class 27 contains 11022 members 
Mstep: Class 28 contains 25417 members 
Mstep: Class 29 contains 4918 members 
Mstep: Class 30 contains 6001 members 
Mstep: Class 31 contains 9192 members 
Mstep: Class 32 contains 2080 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 155269 members 
Mstep: Class 35 contains 27089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115105608.000000 Penalty: 120780.617188
Iteration 65Q: 36 clusters Score -1.151056e+08 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 17269 members 
Mstep: Class 3 contains 3475 members 
Mstep: Class 4 contains 105730 members 
Mstep: Class 5 contains 75359 members 
Mstep: Class 6 contains 40011 members 
Mstep: Class 7 contains 6398 members 
Mstep: Class 8 contains 189996 members 
Mstep: Class 9 contains 14551 members 
Mstep: Class 10 contains 8244 members 
Mstep: Class 11 contains 16673 members 
Mstep: Class 12 contains 7174 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 79752 members 
Mstep: Class 15 contains 5685 members 
Mstep: Class 16 contains 12554 members 
Mstep: Class 17 contains 7531 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 36452 members 
Mstep: Class 20 contains 1794 members 
Mstep: Class 21 contains 133104 members 
Mstep: Class 22 contains 11962 members 
Mstep: Class 23 contains 12832 members 
Mstep: Class 24 contains 22419 members 
Mstep: Class 25 contains 40615 members 
Mstep: Class 26 contains 3662 members 
Mstep: Class 27 contains 11021 members 
Mstep: Class 28 contains 25413 members 
Mstep: Class 29 contains 4918 members 
Mstep: Class 30 contains 5992 members 
Mstep: Class 31 contains 9171 members 
Mstep: Class 32 contains 2078 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 155194 members 
Mstep: Class 35 contains 27063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115105832.000000 Penalty: 120780.617188
Iteration 66Q: 36 clusters Score -1.151058e+08 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 17311 members 
Mstep: Class 3 contains 3463 members 
Mstep: Class 4 contains 105746 members 
Mstep: Class 5 contains 75382 members 
Mstep: Class 6 contains 39872 members 
Mstep: Class 7 contains 6399 members 
Mstep: Class 8 contains 189926 members 
Mstep: Class 9 contains 14570 members 
Mstep: Class 10 contains 8229 members 
Mstep: Class 11 contains 16666 members 
Mstep: Class 12 contains 7180 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 79707 members 
Mstep: Class 15 contains 5685 members 
Mstep: Class 16 contains 12627 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 36511 members 
Mstep: Class 20 contains 1803 members 
Mstep: Class 21 contains 133081 members 
Mstep: Class 22 contains 11937 members 
Mstep: Class 23 contains 12834 members 
Mstep: Class 24 contains 22613 members 
Mstep: Class 25 contains 40558 members 
Mstep: Class 26 contains 3725 members 
Mstep: Class 27 contains 11009 members 
Mstep: Class 28 contains 25409 members 
Mstep: Class 29 contains 4921 members 
Mstep: Class 30 contains 5981 members 
Mstep: Class 31 contains 9177 members 
Mstep: Class 32 contains 2078 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 155123 members 
Mstep: Class 35 contains 27046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115106192.000000 Penalty: 120780.617188
Iteration 67Q: 36 clusters Score -1.151062e+08 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 17342 members 
Mstep: Class 3 contains 3447 members 
Mstep: Class 4 contains 105773 members 
Mstep: Class 5 contains 75450 members 
Mstep: Class 6 contains 39727 members 
Mstep: Class 7 contains 6400 members 
Mstep: Class 8 contains 189842 members 
Mstep: Class 9 contains 14584 members 
Mstep: Class 10 contains 8234 members 
Mstep: Class 11 contains 16665 members 
Mstep: Class 12 contains 7186 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 79658 members 
Mstep: Class 15 contains 5685 members 
Mstep: Class 16 contains 12692 members 
Mstep: Class 17 contains 7520 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 36576 members 
Mstep: Class 20 contains 1813 members 
Mstep: Class 21 contains 133089 members 
Mstep: Class 22 contains 11908 members 
Mstep: Class 23 contains 12834 members 
Mstep: Class 24 contains 22825 members 
Mstep: Class 25 contains 40492 members 
Mstep: Class 26 contains 3768 members 
Mstep: Class 27 contains 11002 members 
Mstep: Class 28 contains 25402 members 
Mstep: Class 29 contains 4922 members 
Mstep: Class 30 contains 5971 members 
Mstep: Class 31 contains 9183 members 
Mstep: Class 32 contains 2077 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 155017 members 
Mstep: Class 35 contains 27020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115107032.000000 Penalty: 120780.617188
Iteration 68Q: 36 clusters Score -1.15107e+08 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 17381 members 
Mstep: Class 3 contains 3436 members 
Mstep: Class 4 contains 105803 members 
Mstep: Class 5 contains 75537 members 
Mstep: Class 6 contains 39574 members 
Mstep: Class 7 contains 6403 members 
Mstep: Class 8 contains 189764 members 
Mstep: Class 9 contains 14597 members 
Mstep: Class 10 contains 8245 members 
Mstep: Class 11 contains 16649 members 
Mstep: Class 12 contains 7185 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 79596 members 
Mstep: Class 15 contains 5688 members 
Mstep: Class 16 contains 12742 members 
Mstep: Class 17 contains 7516 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 36651 members 
Mstep: Class 20 contains 1829 members 
Mstep: Class 21 contains 133053 members 
Mstep: Class 22 contains 11876 members 
Mstep: Class 23 contains 12834 members 
Mstep: Class 24 contains 23037 members 
Mstep: Class 25 contains 40435 members 
Mstep: Class 26 contains 3804 members 
Mstep: Class 27 contains 10983 members 
Mstep: Class 28 contains 25403 members 
Mstep: Class 29 contains 4924 members 
Mstep: Class 30 contains 5965 members 
Mstep: Class 31 contains 9225 members 
Mstep: Class 32 contains 2076 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 154906 members 
Mstep: Class 35 contains 26990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115107600.000000 Penalty: 120780.617188
Iteration 69Q: 36 clusters Score -1.151076e+08 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 17415 members 
Mstep: Class 3 contains 3421 members 
Mstep: Class 4 contains 105842 members 
Mstep: Class 5 contains 75684 members 
Mstep: Class 6 contains 39426 members 
Mstep: Class 7 contains 6404 members 
Mstep: Class 8 contains 189669 members 
Mstep: Class 9 contains 14597 members 
Mstep: Class 10 contains 8260 members 
Mstep: Class 11 contains 16651 members 
Mstep: Class 12 contains 7184 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 79526 members 
Mstep: Class 15 contains 5688 members 
Mstep: Class 16 contains 12814 members 
Mstep: Class 17 contains 7514 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 36719 members 
Mstep: Class 20 contains 1839 members 
Mstep: Class 21 contains 132959 members 
Mstep: Class 22 contains 11830 members 
Mstep: Class 23 contains 12835 members 
Mstep: Class 24 contains 23243 members 
Mstep: Class 25 contains 40380 members 
Mstep: Class 26 contains 3821 members 
Mstep: Class 27 contains 10972 members 
Mstep: Class 28 contains 25395 members 
Mstep: Class 29 contains 4926 members 
Mstep: Class 30 contains 5963 members 
Mstep: Class 31 contains 9305 members 
Mstep: Class 32 contains 2076 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 154791 members 
Mstep: Class 35 contains 26959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115108472.000000 Penalty: 120780.617188
Iteration 70Q: 36 clusters Score -1.151085e+08 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 17441 members 
Mstep: Class 3 contains 3408 members 
Mstep: Class 4 contains 105897 members 
Mstep: Class 5 contains 75816 members 
Mstep: Class 6 contains 39308 members 
Mstep: Class 7 contains 6408 members 
Mstep: Class 8 contains 189586 members 
Mstep: Class 9 contains 14597 members 
Mstep: Class 10 contains 8274 members 
Mstep: Class 11 contains 16649 members 
Mstep: Class 12 contains 7176 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 79387 members 
Mstep: Class 15 contains 5687 members 
Mstep: Class 16 contains 12870 members 
Mstep: Class 17 contains 7512 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 36777 members 
Mstep: Class 20 contains 1854 members 
Mstep: Class 21 contains 132821 members 
Mstep: Class 22 contains 11808 members 
Mstep: Class 23 contains 12835 members 
Mstep: Class 24 contains 23413 members 
Mstep: Class 25 contains 40328 members 
Mstep: Class 26 contains 3832 members 
Mstep: Class 27 contains 10951 members 
Mstep: Class 28 contains 25390 members 
Mstep: Class 29 contains 4932 members 
Mstep: Class 30 contains 5963 members 
Mstep: Class 31 contains 9529 members 
Mstep: Class 32 contains 2076 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 154647 members 
Mstep: Class 35 contains 26937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115109528.000000 Penalty: 120780.617188
Iteration 71Q: 36 clusters Score -1.151095e+08 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 17448 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 105956 members 
Mstep: Class 5 contains 75930 members 
Mstep: Class 6 contains 39168 members 
Mstep: Class 7 contains 6410 members 
Mstep: Class 8 contains 189477 members 
Mstep: Class 9 contains 14601 members 
Mstep: Class 10 contains 8281 members 
Mstep: Class 11 contains 16650 members 
Mstep: Class 12 contains 7177 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 79163 members 
Mstep: Class 15 contains 5686 members 
Mstep: Class 16 contains 12908 members 
Mstep: Class 17 contains 7505 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 36837 members 
Mstep: Class 20 contains 1869 members 
Mstep: Class 21 contains 132677 members 
Mstep: Class 22 contains 11793 members 
Mstep: Class 23 contains 12838 members 
Mstep: Class 24 contains 23572 members 
Mstep: Class 25 contains 40280 members 
Mstep: Class 26 contains 3838 members 
Mstep: Class 27 contains 10927 members 
Mstep: Class 28 contains 25376 members 
Mstep: Class 29 contains 4933 members 
Mstep: Class 30 contains 5961 members 
Mstep: Class 31 contains 9974 members 
Mstep: Class 32 contains 2077 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 154495 members 
Mstep: Class 35 contains 26907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115110112.000000 Penalty: 120780.617188
Iteration 72Q: 36 clusters Score -1.151101e+08 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 17449 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 106020 members 
Mstep: Class 5 contains 75961 members 
Mstep: Class 6 contains 38997 members 
Mstep: Class 7 contains 6412 members 
Mstep: Class 8 contains 189380 members 
Mstep: Class 9 contains 14603 members 
Mstep: Class 10 contains 8289 members 
Mstep: Class 11 contains 16646 members 
Mstep: Class 12 contains 7175 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 78936 members 
Mstep: Class 15 contains 5684 members 
Mstep: Class 16 contains 12944 members 
Mstep: Class 17 contains 7501 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 36888 members 
Mstep: Class 20 contains 1881 members 
Mstep: Class 21 contains 132484 members 
Mstep: Class 22 contains 11790 members 
Mstep: Class 23 contains 12841 members 
Mstep: Class 24 contains 23740 members 
Mstep: Class 25 contains 40241 members 
Mstep: Class 26 contains 3846 members 
Mstep: Class 27 contains 10903 members 
Mstep: Class 28 contains 25364 members 
Mstep: Class 29 contains 4935 members 
Mstep: Class 30 contains 5960 members 
Mstep: Class 31 contains 10565 members 
Mstep: Class 32 contains 2077 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 154339 members 
Mstep: Class 35 contains 26878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115110944.000000 Penalty: 120780.617188
Iteration 73Q: 36 clusters Score -1.151109e+08 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 17438 members 
Mstep: Class 3 contains 3365 members 
Mstep: Class 4 contains 106069 members 
Mstep: Class 5 contains 75978 members 
Mstep: Class 6 contains 38845 members 
Mstep: Class 7 contains 6411 members 
Mstep: Class 8 contains 189280 members 
Mstep: Class 9 contains 14607 members 
Mstep: Class 10 contains 8294 members 
Mstep: Class 11 contains 16628 members 
Mstep: Class 12 contains 7183 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 78722 members 
Mstep: Class 15 contains 5684 members 
Mstep: Class 16 contains 12974 members 
Mstep: Class 17 contains 7499 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 36943 members 
Mstep: Class 20 contains 1890 members 
Mstep: Class 21 contains 132288 members 
Mstep: Class 22 contains 11770 members 
Mstep: Class 23 contains 12843 members 
Mstep: Class 24 contains 23908 members 
Mstep: Class 25 contains 40204 members 
Mstep: Class 26 contains 3849 members 
Mstep: Class 27 contains 10890 members 
Mstep: Class 28 contains 25352 members 
Mstep: Class 29 contains 4931 members 
Mstep: Class 30 contains 5961 members 
Mstep: Class 31 contains 11189 members 
Mstep: Class 32 contains 2079 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 154173 members 
Mstep: Class 35 contains 26864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115111376.000000 Penalty: 120780.617188
Iteration 74Q: 36 clusters Score -1.151114e+08 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 17438 members 
Mstep: Class 3 contains 3360 members 
Mstep: Class 4 contains 106108 members 
Mstep: Class 5 contains 75933 members 
Mstep: Class 6 contains 38702 members 
Mstep: Class 7 contains 6412 members 
Mstep: Class 8 contains 189158 members 
Mstep: Class 9 contains 14596 members 
Mstep: Class 10 contains 8303 members 
Mstep: Class 11 contains 16634 members 
Mstep: Class 12 contains 7193 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 78509 members 
Mstep: Class 15 contains 5683 members 
Mstep: Class 16 contains 12987 members 
Mstep: Class 17 contains 7496 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 36981 members 
Mstep: Class 20 contains 1896 members 
Mstep: Class 21 contains 132127 members 
Mstep: Class 22 contains 11748 members 
Mstep: Class 23 contains 12848 members 
Mstep: Class 24 contains 24066 members 
Mstep: Class 25 contains 40176 members 
Mstep: Class 26 contains 3851 members 
Mstep: Class 27 contains 10886 members 
Mstep: Class 28 contains 25335 members 
Mstep: Class 29 contains 4934 members 
Mstep: Class 30 contains 5960 members 
Mstep: Class 31 contains 11844 members 
Mstep: Class 32 contains 2078 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 154020 members 
Mstep: Class 35 contains 26843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115111800.000000 Penalty: 120780.617188
Iteration 75Q: 36 clusters Score -1.151118e+08 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 17431 members 
Mstep: Class 3 contains 3353 members 
Mstep: Class 4 contains 106154 members 
Mstep: Class 5 contains 75848 members 
Mstep: Class 6 contains 38557 members 
Mstep: Class 7 contains 6416 members 
Mstep: Class 8 contains 189032 members 
Mstep: Class 9 contains 14591 members 
Mstep: Class 10 contains 8309 members 
Mstep: Class 11 contains 16625 members 
Mstep: Class 12 contains 7201 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 78322 members 
Mstep: Class 15 contains 5682 members 
Mstep: Class 16 contains 13003 members 
Mstep: Class 17 contains 7494 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 37003 members 
Mstep: Class 20 contains 1897 members 
Mstep: Class 21 contains 132013 members 
Mstep: Class 22 contains 11735 members 
Mstep: Class 23 contains 12853 members 
Mstep: Class 24 contains 24238 members 
Mstep: Class 25 contains 40155 members 
Mstep: Class 26 contains 3853 members 
Mstep: Class 27 contains 10895 members 
Mstep: Class 28 contains 25331 members 
Mstep: Class 29 contains 4943 members 
Mstep: Class 30 contains 5960 members 
Mstep: Class 31 contains 12464 members 
Mstep: Class 32 contains 2078 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 153840 members 
Mstep: Class 35 contains 26827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115112144.000000 Penalty: 120780.617188
Iteration 76Q: 36 clusters Score -1.151121e+08 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 17429 members 
Mstep: Class 3 contains 3345 members 
Mstep: Class 4 contains 106199 members 
Mstep: Class 5 contains 75735 members 
Mstep: Class 6 contains 38396 members 
Mstep: Class 7 contains 6420 members 
Mstep: Class 8 contains 188898 members 
Mstep: Class 9 contains 14584 members 
Mstep: Class 10 contains 8316 members 
Mstep: Class 11 contains 16622 members 
Mstep: Class 12 contains 7198 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 78162 members 
Mstep: Class 15 contains 5681 members 
Mstep: Class 16 contains 13035 members 
Mstep: Class 17 contains 7493 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 37025 members 
Mstep: Class 20 contains 1901 members 
Mstep: Class 21 contains 131871 members 
Mstep: Class 22 contains 11717 members 
Mstep: Class 23 contains 12857 members 
Mstep: Class 24 contains 24427 members 
Mstep: Class 25 contains 40135 members 
Mstep: Class 26 contains 3856 members 
Mstep: Class 27 contains 10914 members 
Mstep: Class 28 contains 25323 members 
Mstep: Class 29 contains 4947 members 
Mstep: Class 30 contains 5959 members 
Mstep: Class 31 contains 13058 members 
Mstep: Class 32 contains 2078 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 153712 members 
Mstep: Class 35 contains 26808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115112424.000000 Penalty: 120780.617188
Iteration 77Q: 36 clusters Score -1.151124e+08 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 17408 members 
Mstep: Class 3 contains 3333 members 
Mstep: Class 4 contains 106229 members 
Mstep: Class 5 contains 75615 members 
Mstep: Class 6 contains 38251 members 
Mstep: Class 7 contains 6419 members 
Mstep: Class 8 contains 188799 members 
Mstep: Class 9 contains 14577 members 
Mstep: Class 10 contains 8322 members 
Mstep: Class 11 contains 16624 members 
Mstep: Class 12 contains 7203 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 78022 members 
Mstep: Class 15 contains 5680 members 
Mstep: Class 16 contains 13047 members 
Mstep: Class 17 contains 7493 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 37053 members 
Mstep: Class 20 contains 1903 members 
Mstep: Class 21 contains 131780 members 
Mstep: Class 22 contains 11695 members 
Mstep: Class 23 contains 12861 members 
Mstep: Class 24 contains 24612 members 
Mstep: Class 25 contains 40131 members 
Mstep: Class 26 contains 3857 members 
Mstep: Class 27 contains 10936 members 
Mstep: Class 28 contains 25321 members 
Mstep: Class 29 contains 4948 members 
Mstep: Class 30 contains 5958 members 
Mstep: Class 31 contains 13587 members 
Mstep: Class 32 contains 2079 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 153566 members 
Mstep: Class 35 contains 26793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115112896.000000 Penalty: 120780.617188
Iteration 78Q: 36 clusters Score -1.151129e+08 nChanged 1854
Entering ConstructFrom: 
Score: -115112896.000000 Penalty: 120780.617188
Entering ConstructFrom: 
Trying to split cluster 1 (6843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Entering Unmasked Estep 
Score: -690751.437500 Penalty: 2190.083252
	Iteration 0F: 2 clusters Score -690751.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -685014.062500 Penalty: 4380.166504
	Iteration 0F: 3 clusters Score -685014.1 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -687106.812500 Penalty: 4380.166504
	Iteration 1F: 3 clusters Score -687106.8 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -688344.250000 Penalty: 4380.166504
	Iteration 2F: 3 clusters Score -688344.2 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -689807.000000 Penalty: 4380.166504
	Iteration 3F: 3 clusters Score -689807 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -691152.187500 Penalty: 4380.166504
	Iteration 4F: 3 clusters Score -691152.2 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -691940.250000 Penalty: 4380.166504
	Iteration 5F: 3 clusters Score -691940.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -692544.250000 Penalty: 4380.166504
	Iteration 6F: 3 clusters Score -692544.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -692922.250000 Penalty: 4380.166504
	Iteration 7Q: 3 clusters Score -692922.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -692982.312500 Penalty: 4380.166504
	Iteration 8Q: 3 clusters Score -692982.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -692993.062500 Penalty: 4380.166504
	Iteration 9Q: 3 clusters Score -692993.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -692997.187500 Penalty: 4380.166504
	Iteration 10Q: 3 clusters Score -692997.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -692997.625000 Penalty: 4380.166504
	Iteration 11Q: 3 clusters Score -692997.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -692997.687500 Penalty: 4380.166504
	Iteration 12Q: 3 clusters Score -692997.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -692998.562500 Penalty: 4380.166504
	Iteration 13Q: 3 clusters Score -692998.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -692999.500000 Penalty: 4380.166504
	Iteration 14Q: 3 clusters Score -692999.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -693000.125000 Penalty: 4380.166504
	Iteration 15Q: 3 clusters Score -693000.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -693002.062500 Penalty: 4380.166504
	Iteration 16Q: 3 clusters Score -693002.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -693002.437500 Penalty: 4380.166504
	Iteration 17Q: 3 clusters Score -693002.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -693003.562500 Penalty: 4380.166504
	Iteration 18Q: 3 clusters Score -693003.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -693006.000000 Penalty: 4380.166504
	Iteration 19Q: 3 clusters Score -693006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -693008.750000 Penalty: 4380.166504
	Iteration 20F: 3 clusters Score -693008.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -693008.062500 Penalty: 4380.166504
	Iteration 21Q: 3 clusters Score -693008.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -693014.187500 Penalty: 4380.166504
	Iteration 22Q: 3 clusters Score -693014.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -693022.687500 Penalty: 4380.166504
	Iteration 23Q: 3 clusters Score -693022.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -693035.250000 Penalty: 4380.166504
	Iteration 24Q: 3 clusters Score -693035.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -693061.687500 Penalty: 4380.166504
	Iteration 25Q: 3 clusters Score -693061.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -693128.687500 Penalty: 4380.166504
	Iteration 26Q: 3 clusters Score -693128.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -693364.062500 Penalty: 4380.166504
	Iteration 27Q: 3 clusters Score -693364.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -693777.062500 Penalty: 4380.166504
	Iteration 28Q: 3 clusters Score -693777.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -693924.500000 Penalty: 4380.166504
	Iteration 29Q: 3 clusters Score -693924.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -693975.375000 Penalty: 4380.166504
	Iteration 30Q: 3 clusters Score -693975.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -694008.625000 Penalty: 4380.166504
	Iteration 31Q: 3 clusters Score -694008.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -694049.000000 Penalty: 4380.166504
	Iteration 32Q: 3 clusters Score -694049 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -694093.125000 Penalty: 4380.166504
	Iteration 33Q: 3 clusters Score -694093.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -694127.437500 Penalty: 4380.166504
	Iteration 34Q: 3 clusters Score -694127.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -694158.625000 Penalty: 4380.166504
	Iteration 35Q: 3 clusters Score -694158.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -694184.687500 Penalty: 4380.166504
	Iteration 36Q: 3 clusters Score -694184.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -694220.500000 Penalty: 4380.166504
	Iteration 37Q: 3 clusters Score -694220.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -694242.625000 Penalty: 4380.166504
	Iteration 38Q: 3 clusters Score -694242.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -694264.937500 Penalty: 4380.166504
	Iteration 39Q: 3 clusters Score -694264.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -694290.062500 Penalty: 4380.166504
	Iteration 40F: 3 clusters Score -694290.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -694321.937500 Penalty: 4380.166504
	Iteration 41Q: 3 clusters Score -694321.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -694355.437500 Penalty: 4380.166504
	Iteration 42Q: 3 clusters Score -694355.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -694386.562500 Penalty: 4380.166504
	Iteration 43Q: 3 clusters Score -694386.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -694407.000000 Penalty: 4380.166504
	Iteration 44Q: 3 clusters Score -694407 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -694417.500000 Penalty: 4380.166504
	Iteration 45Q: 3 clusters Score -694417.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -694420.812500 Penalty: 4380.166504
	Iteration 46Q: 3 clusters Score -694420.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -694426.187500 Penalty: 4380.166504
	Iteration 47Q: 3 clusters Score -694426.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -694432.500000 Penalty: 4380.166504
	Iteration 48Q: 3 clusters Score -694432.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -694434.812500 Penalty: 4380.166504
	Iteration 49Q: 3 clusters Score -694434.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -694440.250000 Penalty: 4380.166504
	Iteration 50Q: 3 clusters Score -694440.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -694445.062500 Penalty: 4380.166504
	Iteration 51Q: 3 clusters Score -694445.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -694450.312500 Penalty: 4380.166504
	Iteration 52Q: 3 clusters Score -694450.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -694452.062500 Penalty: 4380.166504
	Iteration 53Q: 3 clusters Score -694452.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -694457.500000 Penalty: 4380.166504
	Iteration 54Q: 3 clusters Score -694457.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -694459.937500 Penalty: 4380.166504
	Iteration 55Q: 3 clusters Score -694459.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -694464.562500 Penalty: 4380.166504
	Iteration 56Q: 3 clusters Score -694464.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -694468.562500 Penalty: 4380.166504
	Iteration 57Q: 3 clusters Score -694468.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -694470.625000 Penalty: 4380.166504
	Iteration 58Q: 3 clusters Score -694470.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -694472.625000 Penalty: 4380.166504
	Iteration 59Q: 3 clusters Score -694472.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -694476.187500 Penalty: 4380.166504
	Iteration 60F: 3 clusters Score -694476.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -694479.187500 Penalty: 4380.166504
	Iteration 61Q: 3 clusters Score -694479.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -694481.375000 Penalty: 4380.166504
	Iteration 62Q: 3 clusters Score -694481.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -694480.500000 Penalty: 4380.166504
	Iteration 63Q: 3 clusters Score -694480.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -694479.937500 Penalty: 4380.166504
	Iteration 64Q: 3 clusters Score -694479.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -694479.937500 Penalty: 4380.166504
	Iteration 65F: 3 clusters Score -694479.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 17414 members 
Mstep: Class 3 contains 3322 members 
Mstep: Class 4 contains 106265 members 
Mstep: Class 5 contains 75516 members 
Mstep: Class 6 contains 38110 members 
Mstep: Class 7 contains 6419 members 
Mstep: Class 8 contains 188704 members 
Mstep: Class 9 contains 14572 members 
Mstep: Class 10 contains 8332 members 
Mstep: Class 11 contains 16644 members 
Mstep: Class 12 contains 7204 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 77876 members 
Mstep: Class 15 contains 5680 members 
Mstep: Class 16 contains 13066 members 
Mstep: Class 17 contains 7492 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 37068 members 
Mstep: Class 20 contains 1906 members 
Mstep: Class 21 contains 131695 members 
Mstep: Class 22 contains 11672 members 
Mstep: Class 23 contains 12861 members 
Mstep: Class 24 contains 24792 members 
Mstep: Class 25 contains 40105 members 
Mstep: Class 26 contains 3863 members 
Mstep: Class 27 contains 10953 members 
Mstep: Class 28 contains 25320 members 
Mstep: Class 29 contains 4952 members 
Mstep: Class 30 contains 5955 members 
Mstep: Class 31 contains 14049 members 
Mstep: Class 32 contains 2079 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 153428 members 
Mstep: Class 35 contains 26791 members 
Mstep: Class 36 contains 3617 members 
Entering Unmasked Estep 
Score: -115115552.000000 Penalty: 124231.492188
Splitting cluster 1 changes total score from -115112896.000000 to -115115552.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 2 (17414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Entering Unmasked Estep 
Score: -1799976.500000 Penalty: 2421.727539
	Iteration 0F: 2 clusters Score -1799976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1787598.500000 Penalty: 4843.455078
	Iteration 0F: 3 clusters Score -1787598 nChanged 7620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1791826.625000 Penalty: 4843.455078
	Iteration 1F: 3 clusters Score -1791827 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1792415.000000 Penalty: 4843.455078
	Iteration 2F: 3 clusters Score -1792415 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1792923.750000 Penalty: 4843.455078
	Iteration 3F: 3 clusters Score -1792924 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1793406.500000 Penalty: 4843.455078
	Iteration 4F: 3 clusters Score -1793406 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1793895.375000 Penalty: 4843.455078
	Iteration 5F: 3 clusters Score -1793895 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1794429.750000 Penalty: 4843.455078
	Iteration 6F: 3 clusters Score -1794430 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1794965.500000 Penalty: 4843.455078
	Iteration 7F: 3 clusters Score -1794966 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1795446.750000 Penalty: 4843.455078
	Iteration 8Q: 3 clusters Score -1795447 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1795871.625000 Penalty: 4843.455078
	Iteration 9Q: 3 clusters Score -1795872 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1796196.875000 Penalty: 4843.455078
	Iteration 10Q: 3 clusters Score -1796197 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1796434.875000 Penalty: 4843.455078
	Iteration 11Q: 3 clusters Score -1796435 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1796582.500000 Penalty: 4843.455078
	Iteration 12Q: 3 clusters Score -1796582 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1796682.500000 Penalty: 4843.455078
	Iteration 13Q: 3 clusters Score -1796682 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1796740.125000 Penalty: 4843.455078
	Iteration 14Q: 3 clusters Score -1796740 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1796787.750000 Penalty: 4843.455078
	Iteration 15Q: 3 clusters Score -1796788 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1796840.375000 Penalty: 4843.455078
	Iteration 16Q: 3 clusters Score -1796840 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1796893.125000 Penalty: 4843.455078
	Iteration 17Q: 3 clusters Score -1796893 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1796935.125000 Penalty: 4843.455078
	Iteration 18Q: 3 clusters Score -1796935 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1796999.500000 Penalty: 4843.455078
	Iteration 19Q: 3 clusters Score -1797000 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1797077.250000 Penalty: 4843.455078
	Iteration 20F: 3 clusters Score -1797077 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1797172.625000 Penalty: 4843.455078
	Iteration 21Q: 3 clusters Score -1797173 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1797262.625000 Penalty: 4843.455078
	Iteration 22Q: 3 clusters Score -1797263 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1797359.375000 Penalty: 4843.455078
	Iteration 23Q: 3 clusters Score -1797359 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1797442.375000 Penalty: 4843.455078
	Iteration 24Q: 3 clusters Score -1797442 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1797520.000000 Penalty: 4843.455078
	Iteration 25Q: 3 clusters Score -1797520 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1797582.875000 Penalty: 4843.455078
	Iteration 26Q: 3 clusters Score -1797583 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1797643.000000 Penalty: 4843.455078
	Iteration 27Q: 3 clusters Score -1797643 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1797686.375000 Penalty: 4843.455078
	Iteration 28Q: 3 clusters Score -1797686 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1797739.875000 Penalty: 4843.455078
	Iteration 29Q: 3 clusters Score -1797740 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1797767.500000 Penalty: 4843.455078
	Iteration 30Q: 3 clusters Score -1797768 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1797803.875000 Penalty: 4843.455078
	Iteration 31Q: 3 clusters Score -1797804 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1797835.250000 Penalty: 4843.455078
	Iteration 32Q: 3 clusters Score -1797835 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1797858.875000 Penalty: 4843.455078
	Iteration 33Q: 3 clusters Score -1797859 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1797893.500000 Penalty: 4843.455078
	Iteration 34Q: 3 clusters Score -1797894 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1797921.125000 Penalty: 4843.455078
	Iteration 35Q: 3 clusters Score -1797921 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1797948.125000 Penalty: 4843.455078
	Iteration 36Q: 3 clusters Score -1797948 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1797973.875000 Penalty: 4843.455078
	Iteration 37Q: 3 clusters Score -1797974 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1798004.875000 Penalty: 4843.455078
	Iteration 38Q: 3 clusters Score -1798005 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1798022.125000 Penalty: 4843.455078
	Iteration 39Q: 3 clusters Score -1798022 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1798047.375000 Penalty: 4843.455078
	Iteration 40F: 3 clusters Score -1798047 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1798073.875000 Penalty: 4843.455078
	Iteration 41Q: 3 clusters Score -1798074 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1798108.125000 Penalty: 4843.455078
	Iteration 42Q: 3 clusters Score -1798108 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1798136.625000 Penalty: 4843.455078
	Iteration 43Q: 3 clusters Score -1798137 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1798172.625000 Penalty: 4843.455078
	Iteration 44Q: 3 clusters Score -1798173 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1798203.000000 Penalty: 4843.455078
	Iteration 45Q: 3 clusters Score -1798203 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1798230.125000 Penalty: 4843.455078
	Iteration 46Q: 3 clusters Score -1798230 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1798254.125000 Penalty: 4843.455078
	Iteration 47Q: 3 clusters Score -1798254 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1798282.125000 Penalty: 4843.455078
	Iteration 48Q: 3 clusters Score -1798282 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1798301.125000 Penalty: 4843.455078
	Iteration 49Q: 3 clusters Score -1798301 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1798326.750000 Penalty: 4843.455078
	Iteration 50Q: 3 clusters Score -1798327 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1798351.500000 Penalty: 4843.455078
	Iteration 51Q: 3 clusters Score -1798352 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1798372.375000 Penalty: 4843.455078
	Iteration 52Q: 3 clusters Score -1798372 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1798398.375000 Penalty: 4843.455078
	Iteration 53Q: 3 clusters Score -1798398 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1798427.000000 Penalty: 4843.455078
	Iteration 54Q: 3 clusters Score -1798427 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -1798438.875000 Penalty: 4843.455078
	Iteration 55Q: 3 clusters Score -1798439 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1798460.750000 Penalty: 4843.455078
	Iteration 56Q: 3 clusters Score -1798461 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -1798487.375000 Penalty: 4843.455078
	Iteration 57Q: 3 clusters Score -1798487 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1798499.625000 Penalty: 4843.455078
	Iteration 58Q: 3 clusters Score -1798500 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1798514.500000 Penalty: 4843.455078
	Iteration 59Q: 3 clusters Score -1798514 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -1798531.000000 Penalty: 4843.455078
	Iteration 60F: 3 clusters Score -1798531 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1798541.875000 Penalty: 4843.455078
	Iteration 61Q: 3 clusters Score -1798542 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -1798552.500000 Penalty: 4843.455078
	Iteration 62Q: 3 clusters Score -1798552 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1798554.375000 Penalty: 4843.455078
	Iteration 63Q: 3 clusters Score -1798554 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -1798562.500000 Penalty: 4843.455078
	Iteration 64Q: 3 clusters Score -1798562 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -1798564.000000 Penalty: 4843.455078
	Iteration 65Q: 3 clusters Score -1798564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -1798562.750000 Penalty: 4843.455078
	Iteration 66Q: 3 clusters Score -1798563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1798567.375000 Penalty: 4843.455078
	Iteration 67Q: 3 clusters Score -1798567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1798564.125000 Penalty: 4843.455078
	Iteration 68Q: 3 clusters Score -1798564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -1798566.750000 Penalty: 4843.455078
	Iteration 69Q: 3 clusters Score -1798567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -1798568.875000 Penalty: 4843.455078
	Iteration 70Q: 3 clusters Score -1798569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -1798568.625000 Penalty: 4843.455078
	Iteration 71Q: 3 clusters Score -1798569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -1798567.500000 Penalty: 4843.455078
	Iteration 72Q: 3 clusters Score -1798568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1798568.875000 Penalty: 4843.455078
	Iteration 73Q: 3 clusters Score -1798569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -1798567.750000 Penalty: 4843.455078
	Iteration 74Q: 3 clusters Score -1798568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -1798573.375000 Penalty: 4843.455078
	Iteration 75Q: 3 clusters Score -1798573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1798573.250000 Penalty: 4843.455078
	Iteration 76Q: 3 clusters Score -1798573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -1798573.500000 Penalty: 4843.455078
	Iteration 77Q: 3 clusters Score -1798574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1798576.625000 Penalty: 4843.455078
	Iteration 78Q: 3 clusters Score -1798577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -1798575.250000 Penalty: 4843.455078
	Iteration 79Q: 3 clusters Score -1798575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -1798575.625000 Penalty: 4843.455078
	Iteration 80F: 3 clusters Score -1798576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1798579.125000 Penalty: 4843.455078
	Iteration 81Q: 3 clusters Score -1798579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1798579.125000 Penalty: 4843.455078
	Iteration 82F: 3 clusters Score -1798579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Entering Unmasked Estep 
Score: -342056.406250 Penalty: 2010.863892
	Iteration 0F: 2 clusters Score -342056.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -338602.812500 Penalty: 4021.727783
	Iteration 0F: 3 clusters Score -338602.8 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -339372.781250 Penalty: 4021.727783
	Iteration 1F: 3 clusters Score -339372.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -339691.093750 Penalty: 4021.727783
	Iteration 2F: 3 clusters Score -339691.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -339931.500000 Penalty: 4021.727783
	Iteration 3F: 3 clusters Score -339931.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -340147.906250 Penalty: 4021.727783
	Iteration 4F: 3 clusters Score -340147.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -340381.062500 Penalty: 4021.727783
	Iteration 5F: 3 clusters Score -340381.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -340668.000000 Penalty: 4021.727783
	Iteration 6F: 3 clusters Score -340668 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -341024.968750 Penalty: 4021.727783
	Iteration 7F: 3 clusters Score -341025 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -341357.687500 Penalty: 4021.727783
	Iteration 8F: 3 clusters Score -341357.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -341513.781250 Penalty: 4021.727783
	Iteration 9Q: 3 clusters Score -341513.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -341582.625000 Penalty: 4021.727783
	Iteration 10Q: 3 clusters Score -341582.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -341615.187500 Penalty: 4021.727783
	Iteration 11Q: 3 clusters Score -341615.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -341624.125000 Penalty: 4021.727783
	Iteration 12Q: 3 clusters Score -341624.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -341629.281250 Penalty: 4021.727783
	Iteration 13Q: 3 clusters Score -341629.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -341630.562500 Penalty: 4021.727783
	Iteration 14Q: 3 clusters Score -341630.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -341632.281250 Penalty: 4021.727783
	Iteration 15Q: 3 clusters Score -341632.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -341634.750000 Penalty: 4021.727783
	Iteration 16Q: 3 clusters Score -341634.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -341634.468750 Penalty: 4021.727783
	Iteration 17Q: 3 clusters Score -341634.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -341636.406250 Penalty: 4021.727783
	Iteration 18Q: 3 clusters Score -341636.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -341637.375000 Penalty: 4021.727783
	Iteration 19Q: 3 clusters Score -341637.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -341639.687500 Penalty: 4021.727783
	Iteration 20F: 3 clusters Score -341639.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -341640.593750 Penalty: 4021.727783
	Iteration 21Q: 3 clusters Score -341640.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -341642.000000 Penalty: 4021.727783
	Iteration 22Q: 3 clusters Score -341642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -341642.625000 Penalty: 4021.727783
	Iteration 23Q: 3 clusters Score -341642.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -341643.000000 Penalty: 4021.727783
	Iteration 24Q: 3 clusters Score -341643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -341643.812500 Penalty: 4021.727783
	Iteration 25Q: 3 clusters Score -341643.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -341644.000000 Penalty: 4021.727783
	Iteration 26Q: 3 clusters Score -341644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -341644.000000 Penalty: 4021.727783
	Iteration 27F: 3 clusters Score -341644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (106265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106265 members 
Entering Unmasked Estep 
Score: -11690015.000000 Penalty: 2870.275391
	Iteration 0F: 2 clusters Score -1.169002e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53358 members 
Mstep: Class 2 contains 52907 members 
Entering Unmasked Estep 
Score: -11619012.000000 Penalty: 5740.550781
	Iteration 0F: 3 clusters Score -1.161901e+07 nChanged 50453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54701 members 
Mstep: Class 2 contains 51564 members 
Entering Unmasked Estep 
Score: -11648707.000000 Penalty: 5740.550781
	Iteration 1F: 3 clusters Score -1.164871e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55066 members 
Mstep: Class 2 contains 51199 members 
Entering Unmasked Estep 
Score: -11650252.000000 Penalty: 5740.550781
	Iteration 2Q: 3 clusters Score -1.165025e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55504 members 
Mstep: Class 2 contains 50761 members 
Entering Unmasked Estep 
Score: -11652299.000000 Penalty: 5740.550781
	Iteration 3Q: 3 clusters Score -1.16523e+07 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56087 members 
Mstep: Class 2 contains 50178 members 
Entering Unmasked Estep 
Score: -11655129.000000 Penalty: 5740.550781
	Iteration 4F: 3 clusters Score -1.165513e+07 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57128 members 
Mstep: Class 2 contains 49137 members 
Entering Unmasked Estep 
Score: -11658622.000000 Penalty: 5740.550781
	Iteration 5F: 3 clusters Score -1.165862e+07 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58772 members 
Mstep: Class 2 contains 47493 members 
Entering Unmasked Estep 
Score: -11662351.000000 Penalty: 5740.550781
	Iteration 6F: 3 clusters Score -1.166235e+07 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60955 members 
Mstep: Class 2 contains 45310 members 
Entering Unmasked Estep 
Score: -11665815.000000 Penalty: 5740.550781
	Iteration 7F: 3 clusters Score -1.166582e+07 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63625 members 
Mstep: Class 2 contains 42640 members 
Entering Unmasked Estep 
Score: -11668772.000000 Penalty: 5740.550781
	Iteration 8F: 3 clusters Score -1.166877e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66681 members 
Mstep: Class 2 contains 39584 members 
Entering Unmasked Estep 
Score: -11671088.000000 Penalty: 5740.550781
	Iteration 9Q: 3 clusters Score -1.167109e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70121 members 
Mstep: Class 2 contains 36144 members 
Entering Unmasked Estep 
Score: -11673026.000000 Penalty: 5740.550781
	Iteration 10Q: 3 clusters Score -1.167303e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73751 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -11674950.000000 Penalty: 5740.550781
	Iteration 11Q: 3 clusters Score -1.167495e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77658 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -11676756.000000 Penalty: 5740.550781
	Iteration 12Q: 3 clusters Score -1.167676e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81543 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -11678593.000000 Penalty: 5740.550781
	Iteration 13Q: 3 clusters Score -1.167859e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85277 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -11680284.000000 Penalty: 5740.550781
	Iteration 14Q: 3 clusters Score -1.168028e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88729 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -11681723.000000 Penalty: 5740.550781
	Iteration 15Q: 3 clusters Score -1.168172e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91788 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -11683027.000000 Penalty: 5740.550781
	Iteration 16Q: 3 clusters Score -1.168303e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94386 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -11684209.000000 Penalty: 5740.550781
	Iteration 17Q: 3 clusters Score -1.168421e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96566 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -11685169.000000 Penalty: 5740.550781
	Iteration 18Q: 3 clusters Score -1.168517e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98324 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -11685892.000000 Penalty: 5740.550781
	Iteration 19Q: 3 clusters Score -1.168589e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99654 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -11686411.000000 Penalty: 5740.550781
	Iteration 20F: 3 clusters Score -1.168641e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100686 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -11686802.000000 Penalty: 5740.550781
	Iteration 21Q: 3 clusters Score -1.16868e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101458 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -11687048.000000 Penalty: 5740.550781
	Iteration 22Q: 3 clusters Score -1.168705e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102022 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -11687268.000000 Penalty: 5740.550781
	Iteration 23Q: 3 clusters Score -1.168727e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102451 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -11687360.000000 Penalty: 5740.550781
	Iteration 24Q: 3 clusters Score -1.168736e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102783 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -11687407.000000 Penalty: 5740.550781
	Iteration 25Q: 3 clusters Score -1.168741e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103056 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -11687480.000000 Penalty: 5740.550781
	Iteration 26Q: 3 clusters Score -1.168748e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103295 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -11687570.000000 Penalty: 5740.550781
	Iteration 27Q: 3 clusters Score -1.168757e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103481 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -11687602.000000 Penalty: 5740.550781
	Iteration 28Q: 3 clusters Score -1.16876e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103616 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -11687634.000000 Penalty: 5740.550781
	Iteration 29Q: 3 clusters Score -1.168763e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103736 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -11687656.000000 Penalty: 5740.550781
	Iteration 30Q: 3 clusters Score -1.168766e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103822 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -11687660.000000 Penalty: 5740.550781
	Iteration 31Q: 3 clusters Score -1.168766e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103895 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -11687696.000000 Penalty: 5740.550781
	Iteration 32Q: 3 clusters Score -1.16877e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103950 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -11687698.000000 Penalty: 5740.550781
	Iteration 33Q: 3 clusters Score -1.16877e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104009 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -11687725.000000 Penalty: 5740.550781
	Iteration 34Q: 3 clusters Score -1.168772e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104054 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -11687743.000000 Penalty: 5740.550781
	Iteration 35Q: 3 clusters Score -1.168774e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104106 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -11687762.000000 Penalty: 5740.550781
	Iteration 36Q: 3 clusters Score -1.168776e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104154 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -11687768.000000 Penalty: 5740.550781
	Iteration 37Q: 3 clusters Score -1.168777e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104203 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -11687809.000000 Penalty: 5740.550781
	Iteration 38Q: 3 clusters Score -1.168781e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104253 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -11687800.000000 Penalty: 5740.550781
	Iteration 39Q: 3 clusters Score -1.16878e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104299 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -11687815.000000 Penalty: 5740.550781
	Iteration 40F: 3 clusters Score -1.168782e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104338 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -11687829.000000 Penalty: 5740.550781
	Iteration 41Q: 3 clusters Score -1.168783e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104374 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -11687852.000000 Penalty: 5740.550781
	Iteration 42Q: 3 clusters Score -1.168785e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104400 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -11687851.000000 Penalty: 5740.550781
	Iteration 43Q: 3 clusters Score -1.168785e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104414 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -11687861.000000 Penalty: 5740.550781
	Iteration 44Q: 3 clusters Score -1.168786e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104425 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -11687867.000000 Penalty: 5740.550781
	Iteration 45Q: 3 clusters Score -1.168787e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104438 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -11687877.000000 Penalty: 5740.550781
	Iteration 46Q: 3 clusters Score -1.168788e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104452 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -11687889.000000 Penalty: 5740.550781
	Iteration 47Q: 3 clusters Score -1.168789e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104471 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -11687896.000000 Penalty: 5740.550781
	Iteration 48Q: 3 clusters Score -1.16879e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104482 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -11687902.000000 Penalty: 5740.550781
	Iteration 49Q: 3 clusters Score -1.16879e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104492 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -11687890.000000 Penalty: 5740.550781
	Iteration 50Q: 3 clusters Score -1.168789e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104500 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -11687894.000000 Penalty: 5740.550781
	Iteration 51Q: 3 clusters Score -1.168789e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104506 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -11687896.000000 Penalty: 5740.550781
	Iteration 52Q: 3 clusters Score -1.16879e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104516 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -11687893.000000 Penalty: 5740.550781
	Iteration 53Q: 3 clusters Score -1.168789e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104524 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -11687894.000000 Penalty: 5740.550781
	Iteration 54Q: 3 clusters Score -1.168789e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104533 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -11687909.000000 Penalty: 5740.550781
	Iteration 55Q: 3 clusters Score -1.168791e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104538 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -11687909.000000 Penalty: 5740.550781
	Iteration 56Q: 3 clusters Score -1.168791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104539 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -11687910.000000 Penalty: 5740.550781
	Iteration 57Q: 3 clusters Score -1.168791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104542 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -11687915.000000 Penalty: 5740.550781
	Iteration 58Q: 3 clusters Score -1.168792e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104542 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -11687931.000000 Penalty: 5740.550781
	Iteration 59Q: 3 clusters Score -1.168793e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104543 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -11687922.000000 Penalty: 5740.550781
	Iteration 60F: 3 clusters Score -1.168792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104544 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -11687925.000000 Penalty: 5740.550781
	Iteration 61Q: 3 clusters Score -1.168792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104543 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -11687923.000000 Penalty: 5740.550781
	Iteration 62Q: 3 clusters Score -1.168792e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104543 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -11687923.000000 Penalty: 5740.550781
	Iteration 63F: 3 clusters Score -1.168792e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (75516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75516 members 
Entering Unmasked Estep 
Score: -7637383.500000 Penalty: 2785.560791
	Iteration 0F: 2 clusters Score -7637384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 37814 members 
Entering Unmasked Estep 
Score: -7587132.000000 Penalty: 5571.121582
	Iteration 0F: 3 clusters Score -7587132 nChanged 35272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37050 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -7608699.500000 Penalty: 5571.121582
	Iteration 1F: 3 clusters Score -7608700 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 38989 members 
Entering Unmasked Estep 
Score: -7611819.000000 Penalty: 5571.121582
	Iteration 2F: 3 clusters Score -7611819 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35654 members 
Mstep: Class 2 contains 39862 members 
Entering Unmasked Estep 
Score: -7616432.500000 Penalty: 5571.121582
	Iteration 3F: 3 clusters Score -7616432 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Mstep: Class 2 contains 40949 members 
Entering Unmasked Estep 
Score: -7621456.500000 Penalty: 5571.121582
	Iteration 4F: 3 clusters Score -7621456 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 41987 members 
Entering Unmasked Estep 
Score: -7625225.000000 Penalty: 5571.121582
	Iteration 5F: 3 clusters Score -7625225 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 42864 members 
Entering Unmasked Estep 
Score: -7627284.000000 Penalty: 5571.121582
	Iteration 6F: 3 clusters Score -7627284 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31970 members 
Mstep: Class 2 contains 43546 members 
Entering Unmasked Estep 
Score: -7628338.000000 Penalty: 5571.121582
	Iteration 7Q: 3 clusters Score -7628338 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 44198 members 
Entering Unmasked Estep 
Score: -7628928.500000 Penalty: 5571.121582
	Iteration 8Q: 3 clusters Score -7628928 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 44922 members 
Entering Unmasked Estep 
Score: -7629395.000000 Penalty: 5571.121582
	Iteration 9Q: 3 clusters Score -7629395 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 45743 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -7629772 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 46672 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -7630168 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 47639 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -7630520 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 48632 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -7630895 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 49690 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7631276 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 50768 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -7631632 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 51830 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7632004 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 52887 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7632344 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 53919 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7632666 nChanged 1124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 54997 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7632980 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 56098 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7633386 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 57184 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7633798 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 58193 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7634167 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 59164 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7634564 nChanged 987
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 60089 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7634996 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 60952 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7635421 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 61686 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7635814 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 62405 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7636238 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 63026 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7636662 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 63558 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7637115 nChanged 688
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 63984 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7637443 nChanged 611
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 64307 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7637758 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 64540 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7637978 nChanged 519
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 64633 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7638131 nChanged 449
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 64696 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7638238 nChanged 414
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 64708 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7638334 nChanged 403
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 64657 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7638440 nChanged 369
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Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 64544 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7638575 nChanged 388
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 64366 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7638664 nChanged 402
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 64168 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7638786 nChanged 412
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 63934 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7638878 nChanged 417
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 63665 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7638970 nChanged 427
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 63346 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7639105 nChanged 442
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 62978 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7639265 nChanged 467
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 62603 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7639436 nChanged 446
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Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 62255 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7639546 nChanged 391
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Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 61938 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7639662 nChanged 329
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Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 61651 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7639744 nChanged 296
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 61385 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7639820 nChanged 268
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Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 61129 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7639853 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 60904 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7639884 nChanged 198
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 60714 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7639910 nChanged 152
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 60572 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7639910 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 60437 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7639930 nChanged 127
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 60314 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7639938 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 60226 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7639970 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 60148 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7639988 nChanged 74
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Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 60074 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7639956 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 60005 members 
Entering Unmasked Estep 
Score: -7639946.500000 Penalty: 5571.121582
	Iteration 58Q: 3 clusters Score -7639946 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 59948 members 
Entering Unmasked Estep 
Score: -7639954.000000 Penalty: 5571.121582
	Iteration 59Q: 3 clusters Score -7639954 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 59897 members 
Entering Unmasked Estep 
Score: -7639961.500000 Penalty: 5571.121582
	Iteration 60F: 3 clusters Score -7639962 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 59848 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7639954 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 59798 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7639960 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 59743 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7639975 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 59685 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7639978 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 59630 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7639981 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 59585 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7639970 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 59549 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7639970 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 59525 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7639976 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 59505 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7639982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 59493 members 
Entering Unmasked Estep 
Score: -7639986.500000 Penalty: 5571.121582
	Iteration 70Q: 3 clusters Score -7639986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 59479 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7639986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 59461 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7639966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 59439 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7639968 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 59420 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7639964 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 59406 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7639972 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 59391 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7639964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 59381 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7639966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 59373 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7639964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 59366 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7639967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 59355 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7639990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 59345 members 
Entering Unmasked Estep 
Score: -7639955.500000 Penalty: 5571.121582
	Iteration 81Q: 3 clusters Score -7639956 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 59338 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7639962 nChanged 6
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Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 59332 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7639973 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 59327 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7639968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 59317 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7639981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 59310 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7639989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 59304 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7639993 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 59297 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7639990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 59288 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7639984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 59279 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7639990 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 59272 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7639996 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 59269 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7639983 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 59265 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7639990 nChanged 3
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Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 59262 members 
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	Iteration 94Q: 3 clusters Score -7639993 nChanged 2
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Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 59260 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7639992 nChanged 1
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Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 59259 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7639992 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16258 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7639994 nChanged 2
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Mstep: Class 1 contains 16260 members 
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	Iteration 98Q: 3 clusters Score -7639992 nChanged 0
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Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 59256 members 
Entering Unmasked Estep 
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	Iteration 99F: 3 clusters Score -7639992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 17414 members 
Mstep: Class 3 contains 3322 members 
Mstep: Class 4 contains 106265 members 
Mstep: Class 5 contains 16260 members 
Mstep: Class 6 contains 38110 members 
Mstep: Class 7 contains 6419 members 
Mstep: Class 8 contains 188704 members 
Mstep: Class 9 contains 14572 members 
Mstep: Class 10 contains 8332 members 
Mstep: Class 11 contains 16644 members 
Mstep: Class 12 contains 7204 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 77876 members 
Mstep: Class 15 contains 5680 members 
Mstep: Class 16 contains 13066 members 
Mstep: Class 17 contains 7492 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 37068 members 
Mstep: Class 20 contains 1906 members 
Mstep: Class 21 contains 131695 members 
Mstep: Class 22 contains 11672 members 
Mstep: Class 23 contains 12861 members 
Mstep: Class 24 contains 24792 members 
Mstep: Class 25 contains 40105 members 
Mstep: Class 26 contains 3863 members 
Mstep: Class 27 contains 10953 members 
Mstep: Class 28 contains 25320 members 
Mstep: Class 29 contains 4952 members 
Mstep: Class 30 contains 5955 members 
Mstep: Class 31 contains 14049 members 
Mstep: Class 32 contains 2079 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 153428 members 
Mstep: Class 35 contains 26791 members 
Mstep: Class 36 contains 3617 members 
Mstep: Class 37 contains 59256 members 
Entering Unmasked Estep 
Score: -115117176.000000 Penalty: 127682.367188
Splitting cluster 5 changes total score from -115112896.000000 to -115117176.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 6 (38110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Entering Unmasked Estep 
Score: -4128686.000000 Penalty: 2615.961670
	Iteration 0F: 2 clusters Score -4128686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -4102913.250000 Penalty: 5231.923340
	Iteration 0F: 3 clusters Score -4102913 nChanged 17290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -4112902.750000 Penalty: 5231.923340
	Iteration 1F: 3 clusters Score -4112903 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -4114244.750000 Penalty: 5231.923340
	Iteration 2F: 3 clusters Score -4114245 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -4116463.500000 Penalty: 5231.923340
	Iteration 3F: 3 clusters Score -4116464 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -4120489.250000 Penalty: 5231.923340
	Iteration 4F: 3 clusters Score -4120489 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -4125930.750000 Penalty: 5231.923340
	Iteration 5F: 3 clusters Score -4125931 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -4129570.500000 Penalty: 5231.923340
	Iteration 6F: 3 clusters Score -4129570 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -4131120.000000 Penalty: 5231.923340
	Iteration 7F: 3 clusters Score -4131120 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -4131632.000000 Penalty: 5231.923340
	Iteration 8Q: 3 clusters Score -4131632 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -4131859.000000 Penalty: 5231.923340
	Iteration 9Q: 3 clusters Score -4131859 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -4131973.250000 Penalty: 5231.923340
	Iteration 10Q: 3 clusters Score -4131973 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -4132065.250000 Penalty: 5231.923340
	Iteration 11Q: 3 clusters Score -4132065 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -4132165.000000 Penalty: 5231.923340
	Iteration 12Q: 3 clusters Score -4132165 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -4132244.750000 Penalty: 5231.923340
	Iteration 13Q: 3 clusters Score -4132245 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -4132376.250000 Penalty: 5231.923340
	Iteration 14Q: 3 clusters Score -4132376 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -4132497.250000 Penalty: 5231.923340
	Iteration 15Q: 3 clusters Score -4132497 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -4132689.500000 Penalty: 5231.923340
	Iteration 16Q: 3 clusters Score -4132690 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -4132923.000000 Penalty: 5231.923340
	Iteration 17Q: 3 clusters Score -4132923 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -4133290.750000 Penalty: 5231.923340
	Iteration 18Q: 3 clusters Score -4133291 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -4133767.750000 Penalty: 5231.923340
	Iteration 19Q: 3 clusters Score -4133768 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -4134321.250000 Penalty: 5231.923340
	Iteration 20F: 3 clusters Score -4134321 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -4134728.500000 Penalty: 5231.923340
	Iteration 21Q: 3 clusters Score -4134728 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -4135008.750000 Penalty: 5231.923340
	Iteration 22Q: 3 clusters Score -4135009 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -4135215.250000 Penalty: 5231.923340
	Iteration 23Q: 3 clusters Score -4135215 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -4135328.750000 Penalty: 5231.923340
	Iteration 24Q: 3 clusters Score -4135329 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -4135409.750000 Penalty: 5231.923340
	Iteration 25Q: 3 clusters Score -4135410 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -4135446.250000 Penalty: 5231.923340
	Iteration 26Q: 3 clusters Score -4135446 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -4135463.250000 Penalty: 5231.923340
	Iteration 27Q: 3 clusters Score -4135463 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -4135475.500000 Penalty: 5231.923340
	Iteration 28Q: 3 clusters Score -4135476 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -4135487.500000 Penalty: 5231.923340
	Iteration 29Q: 3 clusters Score -4135488 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -4135500.250000 Penalty: 5231.923340
	Iteration 30Q: 3 clusters Score -4135500 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -4135500.250000 Penalty: 5231.923340
	Iteration 31Q: 3 clusters Score -4135500 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -4135502.500000 Penalty: 5231.923340
	Iteration 32Q: 3 clusters Score -4135502 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -4135503.750000 Penalty: 5231.923340
	Iteration 33Q: 3 clusters Score -4135504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -4135496.000000 Penalty: 5231.923340
	Iteration 34Q: 3 clusters Score -4135496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -4135499.750000 Penalty: 5231.923340
	Iteration 35Q: 3 clusters Score -4135500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -4135500.500000 Penalty: 5231.923340
	Iteration 36Q: 3 clusters Score -4135500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -4135500.000000 Penalty: 5231.923340
	Iteration 37Q: 3 clusters Score -4135500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -4135496.000000 Penalty: 5231.923340
	Iteration 38Q: 3 clusters Score -4135496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -4135500.750000 Penalty: 5231.923340
	Iteration 39Q: 3 clusters Score -4135501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -4135508.750000 Penalty: 5231.923340
	Iteration 40F: 3 clusters Score -4135509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -4135509.000000 Penalty: 5231.923340
	Iteration 41Q: 3 clusters Score -4135509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -4135513.000000 Penalty: 5231.923340
	Iteration 42Q: 3 clusters Score -4135513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -4135509.000000 Penalty: 5231.923340
	Iteration 43Q: 3 clusters Score -4135509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -4135509.750000 Penalty: 5231.923340
	Iteration 44Q: 3 clusters Score -4135510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -4135510.500000 Penalty: 5231.923340
	Iteration 45Q: 3 clusters Score -4135510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -4135508.500000 Penalty: 5231.923340
	Iteration 46Q: 3 clusters Score -4135508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -4135508.250000 Penalty: 5231.923340
	Iteration 47Q: 3 clusters Score -4135508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -4135508.250000 Penalty: 5231.923340
	Iteration 48F: 3 clusters Score -4135508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 17414 members 
Mstep: Class 3 contains 3322 members 
Mstep: Class 4 contains 106265 members 
Mstep: Class 5 contains 16260 members 
Mstep: Class 6 contains 14410 members 
Mstep: Class 7 contains 6419 members 
Mstep: Class 8 contains 188704 members 
Mstep: Class 9 contains 14572 members 
Mstep: Class 10 contains 8332 members 
Mstep: Class 11 contains 16644 members 
Mstep: Class 12 contains 7204 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 77876 members 
Mstep: Class 15 contains 5680 members 
Mstep: Class 16 contains 13066 members 
Mstep: Class 17 contains 7492 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 37068 members 
Mstep: Class 20 contains 1906 members 
Mstep: Class 21 contains 131695 members 
Mstep: Class 22 contains 11672 members 
Mstep: Class 23 contains 12861 members 
Mstep: Class 24 contains 24792 members 
Mstep: Class 25 contains 40105 members 
Mstep: Class 26 contains 3863 members 
Mstep: Class 27 contains 10953 members 
Mstep: Class 28 contains 25320 members 
Mstep: Class 29 contains 4952 members 
Mstep: Class 30 contains 5955 members 
Mstep: Class 31 contains 14049 members 
Mstep: Class 32 contains 2079 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 153428 members 
Mstep: Class 35 contains 26791 members 
Mstep: Class 36 contains 3617 members 
Mstep: Class 37 contains 59256 members 
Mstep: Class 38 contains 23700 members 
Entering Unmasked Estep 
Score: -115123592.000000 Penalty: 131133.250000
Splitting cluster 6 changes total score from -115112896.000000 to -115123592.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 7 (6419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Entering Unmasked Estep 
Score: -698870.687500 Penalty: 2174.220215
	Iteration 0F: 2 clusters Score -698870.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -693463.562500 Penalty: 4348.440430
	Iteration 0F: 3 clusters Score -693463.6 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -694922.125000 Penalty: 4348.440430
	Iteration 1F: 3 clusters Score -694922.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -695247.750000 Penalty: 4348.440430
	Iteration 2F: 3 clusters Score -695247.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -695502.562500 Penalty: 4348.440430
	Iteration 3F: 3 clusters Score -695502.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -695748.125000 Penalty: 4348.440430
	Iteration 4F: 3 clusters Score -695748.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -695987.125000 Penalty: 4348.440430
	Iteration 5F: 3 clusters Score -695987.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -696183.937500 Penalty: 4348.440430
	Iteration 6Q: 3 clusters Score -696183.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -696336.875000 Penalty: 4348.440430
	Iteration 7Q: 3 clusters Score -696336.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -696460.312500 Penalty: 4348.440430
	Iteration 8Q: 3 clusters Score -696460.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -696538.750000 Penalty: 4348.440430
	Iteration 9Q: 3 clusters Score -696538.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -696595.312500 Penalty: 4348.440430
	Iteration 10Q: 3 clusters Score -696595.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -696632.437500 Penalty: 4348.440430
	Iteration 11Q: 3 clusters Score -696632.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -696661.625000 Penalty: 4348.440430
	Iteration 12Q: 3 clusters Score -696661.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -696682.875000 Penalty: 4348.440430
	Iteration 13Q: 3 clusters Score -696682.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -696699.625000 Penalty: 4348.440430
	Iteration 14Q: 3 clusters Score -696699.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -696710.437500 Penalty: 4348.440430
	Iteration 15Q: 3 clusters Score -696710.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -696717.625000 Penalty: 4348.440430
	Iteration 16Q: 3 clusters Score -696717.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -696723.437500 Penalty: 4348.440430
	Iteration 17Q: 3 clusters Score -696723.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -696724.625000 Penalty: 4348.440430
	Iteration 18Q: 3 clusters Score -696724.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -696728.812500 Penalty: 4348.440430
	Iteration 19Q: 3 clusters Score -696728.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -696732.187500 Penalty: 4348.440430
	Iteration 20F: 3 clusters Score -696732.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -696736.750000 Penalty: 4348.440430
	Iteration 21Q: 3 clusters Score -696736.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -696737.062500 Penalty: 4348.440430
	Iteration 22Q: 3 clusters Score -696737.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -696739.187500 Penalty: 4348.440430
	Iteration 23Q: 3 clusters Score -696739.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -696741.187500 Penalty: 4348.440430
	Iteration 24Q: 3 clusters Score -696741.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -696743.125000 Penalty: 4348.440430
	Iteration 25Q: 3 clusters Score -696743.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -696744.750000 Penalty: 4348.440430
	Iteration 26Q: 3 clusters Score -696744.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -696746.000000 Penalty: 4348.440430
	Iteration 27Q: 3 clusters Score -696746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -696746.750000 Penalty: 4348.440430
	Iteration 28Q: 3 clusters Score -696746.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -696748.562500 Penalty: 4348.440430
	Iteration 29Q: 3 clusters Score -696748.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -696749.250000 Penalty: 4348.440430
	Iteration 30Q: 3 clusters Score -696749.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -696750.375000 Penalty: 4348.440430
	Iteration 31Q: 3 clusters Score -696750.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -696750.437500 Penalty: 4348.440430
	Iteration 32Q: 3 clusters Score -696750.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -696750.875000 Penalty: 4348.440430
	Iteration 33Q: 3 clusters Score -696750.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -696753.187500 Penalty: 4348.440430
	Iteration 34Q: 3 clusters Score -696753.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -696754.250000 Penalty: 4348.440430
	Iteration 35Q: 3 clusters Score -696754.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -696755.062500 Penalty: 4348.440430
	Iteration 36Q: 3 clusters Score -696755.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -696756.062500 Penalty: 4348.440430
	Iteration 37Q: 3 clusters Score -696756.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -696755.000000 Penalty: 4348.440430
	Iteration 38Q: 3 clusters Score -696755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -696756.625000 Penalty: 4348.440430
	Iteration 39Q: 3 clusters Score -696756.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -696757.875000 Penalty: 4348.440430
	Iteration 40F: 3 clusters Score -696757.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -696757.187500 Penalty: 4348.440430
	Iteration 41Q: 3 clusters Score -696757.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -696756.750000 Penalty: 4348.440430
	Iteration 42Q: 3 clusters Score -696756.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -696755.875000 Penalty: 4348.440430
	Iteration 43Q: 3 clusters Score -696755.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -696758.062500 Penalty: 4348.440430
	Iteration 44Q: 3 clusters Score -696758.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -696758.062500 Penalty: 4348.440430
	Iteration 45F: 3 clusters Score -696758.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (188704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188704 members 
Entering Unmasked Estep 
Score: -20957652.000000 Penalty: 3012.687744
	Iteration 0F: 2 clusters Score -2.095765e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94214 members 
Mstep: Class 2 contains 94490 members 
Entering Unmasked Estep 
Score: -20840890.000000 Penalty: 6025.375488
	Iteration 0F: 3 clusters Score -2.084089e+07 nChanged 90715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93379 members 
Mstep: Class 2 contains 95325 members 
Entering Unmasked Estep 
Score: -20893830.000000 Penalty: 6025.375488
	Iteration 1F: 3 clusters Score -2.089383e+07 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93028 members 
Mstep: Class 2 contains 95676 members 
Entering Unmasked Estep 
Score: -20895032.000000 Penalty: 6025.375488
	Iteration 2Q: 3 clusters Score -2.089503e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92605 members 
Mstep: Class 2 contains 96099 members 
Entering Unmasked Estep 
Score: -20896290.000000 Penalty: 6025.375488
	Iteration 3Q: 3 clusters Score -2.089629e+07 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92218 members 
Mstep: Class 2 contains 96486 members 
Entering Unmasked Estep 
Score: -20898166.000000 Penalty: 6025.375488
	Iteration 4Q: 3 clusters Score -2.089817e+07 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91883 members 
Mstep: Class 2 contains 96821 members 
Entering Unmasked Estep 
Score: -20900590.000000 Penalty: 6025.375488
	Iteration 5Q: 3 clusters Score -2.090059e+07 nChanged 8107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91388 members 
Mstep: Class 2 contains 97316 members 
Entering Unmasked Estep 
Score: -20903758.000000 Penalty: 6025.375488
	Iteration 6Q: 3 clusters Score -2.090376e+07 nChanged 8937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90511 members 
Mstep: Class 2 contains 98193 members 
Entering Unmasked Estep 
Score: -20907424.000000 Penalty: 6025.375488
	Iteration 7Q: 3 clusters Score -2.090742e+07 nChanged 9303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89154 members 
Mstep: Class 2 contains 99550 members 
Entering Unmasked Estep 
Score: -20911326.000000 Penalty: 6025.375488
	Iteration 8Q: 3 clusters Score -2.091133e+07 nChanged 9085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87081 members 
Mstep: Class 2 contains 101623 members 
Entering Unmasked Estep 
Score: -20914974.000000 Penalty: 6025.375488
	Iteration 9Q: 3 clusters Score -2.091497e+07 nChanged 8274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84305 members 
Mstep: Class 2 contains 104399 members 
Entering Unmasked Estep 
Score: -20918094.000000 Penalty: 6025.375488
	Iteration 10Q: 3 clusters Score -2.091809e+07 nChanged 7460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80589 members 
Mstep: Class 2 contains 108115 members 
Entering Unmasked Estep 
Score: -20920924.000000 Penalty: 6025.375488
	Iteration 11Q: 3 clusters Score -2.092092e+07 nChanged 6966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75897 members 
Mstep: Class 2 contains 112807 members 
Entering Unmasked Estep 
Score: -20924132.000000 Penalty: 6025.375488
	Iteration 12Q: 3 clusters Score -2.092413e+07 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70201 members 
Mstep: Class 2 contains 118503 members 
Entering Unmasked Estep 
Score: -20927796.000000 Penalty: 6025.375488
	Iteration 13Q: 3 clusters Score -2.09278e+07 nChanged 7263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63656 members 
Mstep: Class 2 contains 125048 members 
Entering Unmasked Estep 
Score: -20931718.000000 Penalty: 6025.375488
	Iteration 14Q: 3 clusters Score -2.093172e+07 nChanged 7645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56433 members 
Mstep: Class 2 contains 132271 members 
Entering Unmasked Estep 
Score: -20936074.000000 Penalty: 6025.375488
	Iteration 15Q: 3 clusters Score -2.093607e+07 nChanged 7817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48840 members 
Mstep: Class 2 contains 139864 members 
Entering Unmasked Estep 
Score: -20940312.000000 Penalty: 6025.375488
	Iteration 16Q: 3 clusters Score -2.094031e+07 nChanged 7797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41143 members 
Mstep: Class 2 contains 147561 members 
Entering Unmasked Estep 
Score: -20944542.000000 Penalty: 6025.375488
	Iteration 17Q: 3 clusters Score -2.094454e+07 nChanged 7348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 154873 members 
Entering Unmasked Estep 
Score: -20948304.000000 Penalty: 6025.375488
	Iteration 18Q: 3 clusters Score -2.09483e+07 nChanged 6708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 161565 members 
Entering Unmasked Estep 
Score: -20950754.000000 Penalty: 6025.375488
	Iteration 19Q: 3 clusters Score -2.095075e+07 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 166958 members 
Entering Unmasked Estep 
Score: -20952326.000000 Penalty: 6025.375488
	Iteration 20F: 3 clusters Score -2.095233e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 171226 members 
Entering Unmasked Estep 
Score: -20953410.000000 Penalty: 6025.375488
	Iteration 21Q: 3 clusters Score -2.095341e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 174547 members 
Entering Unmasked Estep 
Score: -20954158.000000 Penalty: 6025.375488
	Iteration 22Q: 3 clusters Score -2.095416e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 177144 members 
Entering Unmasked Estep 
Score: -20954390.000000 Penalty: 6025.375488
	Iteration 23Q: 3 clusters Score -2.095439e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 179137 members 
Entering Unmasked Estep 
Score: -20954750.000000 Penalty: 6025.375488
	Iteration 24Q: 3 clusters Score -2.095475e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 180602 members 
Entering Unmasked Estep 
Score: -20954910.000000 Penalty: 6025.375488
	Iteration 25Q: 3 clusters Score -2.095491e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 181727 members 
Entering Unmasked Estep 
Score: -20955116.000000 Penalty: 6025.375488
	Iteration 26Q: 3 clusters Score -2.095512e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 182569 members 
Entering Unmasked Estep 
Score: -20955280.000000 Penalty: 6025.375488
	Iteration 27Q: 3 clusters Score -2.095528e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 183176 members 
Entering Unmasked Estep 
Score: -20955402.000000 Penalty: 6025.375488
	Iteration 28Q: 3 clusters Score -2.09554e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 183668 members 
Entering Unmasked Estep 
Score: -20955388.000000 Penalty: 6025.375488
	Iteration 29Q: 3 clusters Score -2.095539e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 184057 members 
Entering Unmasked Estep 
Score: -20955410.000000 Penalty: 6025.375488
	Iteration 30Q: 3 clusters Score -2.095541e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 184345 members 
Entering Unmasked Estep 
Score: -20955392.000000 Penalty: 6025.375488
	Iteration 31Q: 3 clusters Score -2.095539e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 184595 members 
Entering Unmasked Estep 
Score: -20955380.000000 Penalty: 6025.375488
	Iteration 32Q: 3 clusters Score -2.095538e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 184813 members 
Entering Unmasked Estep 
Score: -20955442.000000 Penalty: 6025.375488
	Iteration 33Q: 3 clusters Score -2.095544e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 184996 members 
Entering Unmasked Estep 
Score: -20955488.000000 Penalty: 6025.375488
	Iteration 34Q: 3 clusters Score -2.095549e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 185154 members 
Entering Unmasked Estep 
Score: -20955506.000000 Penalty: 6025.375488
	Iteration 35Q: 3 clusters Score -2.095551e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 185280 members 
Entering Unmasked Estep 
Score: -20955518.000000 Penalty: 6025.375488
	Iteration 36Q: 3 clusters Score -2.095552e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 185413 members 
Entering Unmasked Estep 
Score: -20955550.000000 Penalty: 6025.375488
	Iteration 37Q: 3 clusters Score -2.095555e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 185513 members 
Entering Unmasked Estep 
Score: -20955536.000000 Penalty: 6025.375488
	Iteration 38Q: 3 clusters Score -2.095554e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 185614 members 
Entering Unmasked Estep 
Score: -20955536.000000 Penalty: 6025.375488
	Iteration 39Q: 3 clusters Score -2.095554e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 185679 members 
Entering Unmasked Estep 
Score: -20955552.000000 Penalty: 6025.375488
	Iteration 40F: 3 clusters Score -2.095555e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 185750 members 
Entering Unmasked Estep 
Score: -20955558.000000 Penalty: 6025.375488
	Iteration 41Q: 3 clusters Score -2.095556e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 185813 members 
Entering Unmasked Estep 
Score: -20955592.000000 Penalty: 6025.375488
	Iteration 42Q: 3 clusters Score -2.095559e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 185860 members 
Entering Unmasked Estep 
Score: -20955576.000000 Penalty: 6025.375488
	Iteration 43Q: 3 clusters Score -2.095558e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 185919 members 
Entering Unmasked Estep 
Score: -20955604.000000 Penalty: 6025.375488
	Iteration 44Q: 3 clusters Score -2.09556e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 185965 members 
Entering Unmasked Estep 
Score: -20955600.000000 Penalty: 6025.375488
	Iteration 45Q: 3 clusters Score -2.09556e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 185996 members 
Entering Unmasked Estep 
Score: -20955612.000000 Penalty: 6025.375488
	Iteration 46Q: 3 clusters Score -2.095561e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 186023 members 
Entering Unmasked Estep 
Score: -20955638.000000 Penalty: 6025.375488
	Iteration 47Q: 3 clusters Score -2.095564e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 186061 members 
Entering Unmasked Estep 
Score: -20955592.000000 Penalty: 6025.375488
	Iteration 48Q: 3 clusters Score -2.095559e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 186100 members 
Entering Unmasked Estep 
Score: -20955632.000000 Penalty: 6025.375488
	Iteration 49Q: 3 clusters Score -2.095563e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 186123 members 
Entering Unmasked Estep 
Score: -20955638.000000 Penalty: 6025.375488
	Iteration 50Q: 3 clusters Score -2.095564e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 186157 members 
Entering Unmasked Estep 
Score: -20955648.000000 Penalty: 6025.375488
	Iteration 51Q: 3 clusters Score -2.095565e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 186181 members 
Entering Unmasked Estep 
Score: -20955660.000000 Penalty: 6025.375488
	Iteration 52Q: 3 clusters Score -2.095566e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 186206 members 
Entering Unmasked Estep 
Score: -20955642.000000 Penalty: 6025.375488
	Iteration 53Q: 3 clusters Score -2.095564e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 186219 members 
Entering Unmasked Estep 
Score: -20955658.000000 Penalty: 6025.375488
	Iteration 54Q: 3 clusters Score -2.095566e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 186239 members 
Entering Unmasked Estep 
Score: -20955670.000000 Penalty: 6025.375488
	Iteration 55Q: 3 clusters Score -2.095567e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 186252 members 
Entering Unmasked Estep 
Score: -20955682.000000 Penalty: 6025.375488
	Iteration 56Q: 3 clusters Score -2.095568e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 186264 members 
Entering Unmasked Estep 
Score: -20955674.000000 Penalty: 6025.375488
	Iteration 57Q: 3 clusters Score -2.095567e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 186269 members 
Entering Unmasked Estep 
Score: -20955630.000000 Penalty: 6025.375488
	Iteration 58Q: 3 clusters Score -2.095563e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 186277 members 
Entering Unmasked Estep 
Score: -20955642.000000 Penalty: 6025.375488
	Iteration 59Q: 3 clusters Score -2.095564e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 186283 members 
Entering Unmasked Estep 
Score: -20955628.000000 Penalty: 6025.375488
	Iteration 60F: 3 clusters Score -2.095563e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 186292 members 
Entering Unmasked Estep 
Score: -20955632.000000 Penalty: 6025.375488
	Iteration 61Q: 3 clusters Score -2.095563e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 186305 members 
Entering Unmasked Estep 
Score: -20955686.000000 Penalty: 6025.375488
	Iteration 62Q: 3 clusters Score -2.095569e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 186313 members 
Entering Unmasked Estep 
Score: -20955614.000000 Penalty: 6025.375488
	Iteration 63Q: 3 clusters Score -2.095561e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 186318 members 
Entering Unmasked Estep 
Score: -20955586.000000 Penalty: 6025.375488
	Iteration 64Q: 3 clusters Score -2.095559e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 186325 members 
Entering Unmasked Estep 
Score: -20955608.000000 Penalty: 6025.375488
	Iteration 65Q: 3 clusters Score -2.095561e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 186333 members 
Entering Unmasked Estep 
Score: -20955638.000000 Penalty: 6025.375488
	Iteration 66Q: 3 clusters Score -2.095564e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 186340 members 
Entering Unmasked Estep 
Score: -20955674.000000 Penalty: 6025.375488
	Iteration 67Q: 3 clusters Score -2.095567e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 186343 members 
Entering Unmasked Estep 
Score: -20955652.000000 Penalty: 6025.375488
	Iteration 68Q: 3 clusters Score -2.095565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 186346 members 
Entering Unmasked Estep 
Score: -20955676.000000 Penalty: 6025.375488
	Iteration 69Q: 3 clusters Score -2.095568e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 186352 members 
Entering Unmasked Estep 
Score: -20955662.000000 Penalty: 6025.375488
	Iteration 70Q: 3 clusters Score -2.095566e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 186357 members 
Entering Unmasked Estep 
Score: -20955670.000000 Penalty: 6025.375488
	Iteration 71Q: 3 clusters Score -2.095567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 186360 members 
Entering Unmasked Estep 
Score: -20955684.000000 Penalty: 6025.375488
	Iteration 72Q: 3 clusters Score -2.095568e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 186361 members 
Entering Unmasked Estep 
Score: -20955658.000000 Penalty: 6025.375488
	Iteration 73Q: 3 clusters Score -2.095566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 186360 members 
Entering Unmasked Estep 
Score: -20955668.000000 Penalty: 6025.375488
	Iteration 74Q: 3 clusters Score -2.095567e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 186359 members 
Entering Unmasked Estep 
Score: -20955660.000000 Penalty: 6025.375488
	Iteration 75Q: 3 clusters Score -2.095566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 186358 members 
Entering Unmasked Estep 
Score: -20955670.000000 Penalty: 6025.375488
	Iteration 76Q: 3 clusters Score -2.095567e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 186362 members 
Entering Unmasked Estep 
Score: -20955660.000000 Penalty: 6025.375488
	Iteration 77Q: 3 clusters Score -2.095566e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 186369 members 
Entering Unmasked Estep 
Score: -20955680.000000 Penalty: 6025.375488
	Iteration 78Q: 3 clusters Score -2.095568e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 186374 members 
Entering Unmasked Estep 
Score: -20955692.000000 Penalty: 6025.375488
	Iteration 79Q: 3 clusters Score -2.095569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 186376 members 
Entering Unmasked Estep 
Score: -20955678.000000 Penalty: 6025.375488
	Iteration 80F: 3 clusters Score -2.095568e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 186379 members 
Entering Unmasked Estep 
Score: -20955696.000000 Penalty: 6025.375488
	Iteration 81Q: 3 clusters Score -2.09557e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 186386 members 
Entering Unmasked Estep 
Score: -20955690.000000 Penalty: 6025.375488
	Iteration 82Q: 3 clusters Score -2.095569e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 186389 members 
Entering Unmasked Estep 
Score: -20955692.000000 Penalty: 6025.375488
	Iteration 83Q: 3 clusters Score -2.095569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 186391 members 
Entering Unmasked Estep 
Score: -20955696.000000 Penalty: 6025.375488
	Iteration 84Q: 3 clusters Score -2.09557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 186393 members 
Entering Unmasked Estep 
Score: -20955694.000000 Penalty: 6025.375488
	Iteration 85Q: 3 clusters Score -2.095569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 186395 members 
Entering Unmasked Estep 
Score: -20955680.000000 Penalty: 6025.375488
	Iteration 86Q: 3 clusters Score -2.095568e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 186396 members 
Entering Unmasked Estep 
Score: -20955666.000000 Penalty: 6025.375488
	Iteration 87Q: 3 clusters Score -2.095567e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 186396 members 
Entering Unmasked Estep 
Score: -20955666.000000 Penalty: 6025.375488
	Iteration 88F: 3 clusters Score -2.095567e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Entering Unmasked Estep 
Score: -1395152.625000 Penalty: 2377.540527
	Iteration 0F: 2 clusters Score -1395153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1384543.500000 Penalty: 4755.081055
	Iteration 0F: 3 clusters Score -1384544 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1388140.500000 Penalty: 4755.081055
	Iteration 1F: 3 clusters Score -1388140 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1388946.625000 Penalty: 4755.081055
	Iteration 2F: 3 clusters Score -1388947 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1390091.875000 Penalty: 4755.081055
	Iteration 3F: 3 clusters Score -1390092 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1391532.875000 Penalty: 4755.081055
	Iteration 4F: 3 clusters Score -1391533 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1392905.000000 Penalty: 4755.081055
	Iteration 5F: 3 clusters Score -1392905 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1393890.625000 Penalty: 4755.081055
	Iteration 6F: 3 clusters Score -1393891 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1394633.625000 Penalty: 4755.081055
	Iteration 7F: 3 clusters Score -1394634 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1395203.750000 Penalty: 4755.081055
	Iteration 8Q: 3 clusters Score -1395204 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1395665.750000 Penalty: 4755.081055
	Iteration 9Q: 3 clusters Score -1395666 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1395931.625000 Penalty: 4755.081055
	Iteration 10Q: 3 clusters Score -1395932 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1396079.375000 Penalty: 4755.081055
	Iteration 11Q: 3 clusters Score -1396079 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1396165.750000 Penalty: 4755.081055
	Iteration 12Q: 3 clusters Score -1396166 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1396204.125000 Penalty: 4755.081055
	Iteration 13Q: 3 clusters Score -1396204 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1396232.750000 Penalty: 4755.081055
	Iteration 14Q: 3 clusters Score -1396233 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1396256.250000 Penalty: 4755.081055
	Iteration 15Q: 3 clusters Score -1396256 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1396281.875000 Penalty: 4755.081055
	Iteration 16Q: 3 clusters Score -1396282 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1396307.375000 Penalty: 4755.081055
	Iteration 17Q: 3 clusters Score -1396307 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1396323.500000 Penalty: 4755.081055
	Iteration 18Q: 3 clusters Score -1396324 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1396331.000000 Penalty: 4755.081055
	Iteration 19Q: 3 clusters Score -1396331 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1396338.375000 Penalty: 4755.081055
	Iteration 20F: 3 clusters Score -1396338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1396347.625000 Penalty: 4755.081055
	Iteration 21Q: 3 clusters Score -1396348 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1396352.125000 Penalty: 4755.081055
	Iteration 22Q: 3 clusters Score -1396352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1396358.000000 Penalty: 4755.081055
	Iteration 23Q: 3 clusters Score -1396358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1396360.875000 Penalty: 4755.081055
	Iteration 24Q: 3 clusters Score -1396361 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1396369.500000 Penalty: 4755.081055
	Iteration 25Q: 3 clusters Score -1396370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1396369.625000 Penalty: 4755.081055
	Iteration 26Q: 3 clusters Score -1396370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1396369.625000 Penalty: 4755.081055
	Iteration 27Q: 3 clusters Score -1396370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1396371.500000 Penalty: 4755.081055
	Iteration 28Q: 3 clusters Score -1396372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1396375.000000 Penalty: 4755.081055
	Iteration 29Q: 3 clusters Score -1396375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1396376.375000 Penalty: 4755.081055
	Iteration 30Q: 3 clusters Score -1396376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1396376.500000 Penalty: 4755.081055
	Iteration 31Q: 3 clusters Score -1396376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1396378.625000 Penalty: 4755.081055
	Iteration 32Q: 3 clusters Score -1396379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1396380.625000 Penalty: 4755.081055
	Iteration 33Q: 3 clusters Score -1396381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1396380.750000 Penalty: 4755.081055
	Iteration 34Q: 3 clusters Score -1396381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1396381.375000 Penalty: 4755.081055
	Iteration 35Q: 3 clusters Score -1396381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1396381.375000 Penalty: 4755.081055
	Iteration 36F: 3 clusters Score -1396381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 17414 members 
Mstep: Class 3 contains 3322 members 
Mstep: Class 4 contains 106265 members 
Mstep: Class 5 contains 16260 members 
Mstep: Class 6 contains 14410 members 
Mstep: Class 7 contains 6419 members 
Mstep: Class 8 contains 188704 members 
Mstep: Class 9 contains 11414 members 
Mstep: Class 10 contains 8332 members 
Mstep: Class 11 contains 16644 members 
Mstep: Class 12 contains 7204 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 77876 members 
Mstep: Class 15 contains 5680 members 
Mstep: Class 16 contains 13066 members 
Mstep: Class 17 contains 7492 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 37068 members 
Mstep: Class 20 contains 1906 members 
Mstep: Class 21 contains 131695 members 
Mstep: Class 22 contains 11672 members 
Mstep: Class 23 contains 12861 members 
Mstep: Class 24 contains 24792 members 
Mstep: Class 25 contains 40105 members 
Mstep: Class 26 contains 3863 members 
Mstep: Class 27 contains 10953 members 
Mstep: Class 28 contains 25320 members 
Mstep: Class 29 contains 4952 members 
Mstep: Class 30 contains 5955 members 
Mstep: Class 31 contains 14049 members 
Mstep: Class 32 contains 2079 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 153428 members 
Mstep: Class 35 contains 26791 members 
Mstep: Class 36 contains 3617 members 
Mstep: Class 37 contains 59256 members 
Mstep: Class 38 contains 23700 members 
Mstep: Class 39 contains 3158 members 
Entering Unmasked Estep 
Score: -115123768.000000 Penalty: 134584.125000
Splitting cluster 9 changes total score from -115112896.000000 to -115123768.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 10 (8332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Entering Unmasked Estep 
Score: -847910.437500 Penalty: 2238.908936
	Iteration 0F: 2 clusters Score -847910.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -841353.250000 Penalty: 4477.817871
	Iteration 0F: 3 clusters Score -841353.2 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -844377.562500 Penalty: 4477.817871
	Iteration 1F: 3 clusters Score -844377.6 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -846092.125000 Penalty: 4477.817871
	Iteration 2F: 3 clusters Score -846092.1 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -848109.750000 Penalty: 4477.817871
	Iteration 3F: 3 clusters Score -848109.8 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -849649.687500 Penalty: 4477.817871
	Iteration 4F: 3 clusters Score -849649.7 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -850322.812500 Penalty: 4477.817871
	Iteration 5F: 3 clusters Score -850322.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -850642.875000 Penalty: 4477.817871
	Iteration 6Q: 3 clusters Score -850642.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -850794.000000 Penalty: 4477.817871
	Iteration 7Q: 3 clusters Score -850794 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -850855.500000 Penalty: 4477.817871
	Iteration 8Q: 3 clusters Score -850855.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -850890.750000 Penalty: 4477.817871
	Iteration 9Q: 3 clusters Score -850890.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -850911.687500 Penalty: 4477.817871
	Iteration 10Q: 3 clusters Score -850911.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -850926.812500 Penalty: 4477.817871
	Iteration 11Q: 3 clusters Score -850926.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -850927.437500 Penalty: 4477.817871
	Iteration 12Q: 3 clusters Score -850927.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -850931.312500 Penalty: 4477.817871
	Iteration 13Q: 3 clusters Score -850931.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -850930.375000 Penalty: 4477.817871
	Iteration 14Q: 3 clusters Score -850930.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -850933.000000 Penalty: 4477.817871
	Iteration 15Q: 3 clusters Score -850933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -850933.000000 Penalty: 4477.817871
	Iteration 16F: 3 clusters Score -850933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 17414 members 
Mstep: Class 3 contains 3322 members 
Mstep: Class 4 contains 106265 members 
Mstep: Class 5 contains 16260 members 
Mstep: Class 6 contains 14410 members 
Mstep: Class 7 contains 6419 members 
Mstep: Class 8 contains 188704 members 
Mstep: Class 9 contains 11414 members 
Mstep: Class 10 contains 6945 members 
Mstep: Class 11 contains 16644 members 
Mstep: Class 12 contains 7204 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 77876 members 
Mstep: Class 15 contains 5680 members 
Mstep: Class 16 contains 13066 members 
Mstep: Class 17 contains 7492 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 37068 members 
Mstep: Class 20 contains 1906 members 
Mstep: Class 21 contains 131695 members 
Mstep: Class 22 contains 11672 members 
Mstep: Class 23 contains 12861 members 
Mstep: Class 24 contains 24792 members 
Mstep: Class 25 contains 40105 members 
Mstep: Class 26 contains 3863 members 
Mstep: Class 27 contains 10953 members 
Mstep: Class 28 contains 25320 members 
Mstep: Class 29 contains 4952 members 
Mstep: Class 30 contains 5955 members 
Mstep: Class 31 contains 14049 members 
Mstep: Class 32 contains 2079 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 153428 members 
Mstep: Class 35 contains 26791 members 
Mstep: Class 36 contains 3617 members 
Mstep: Class 37 contains 59256 members 
Mstep: Class 38 contains 23700 members 
Mstep: Class 39 contains 3158 members 
Mstep: Class 40 contains 1387 members 
Entering Unmasked Estep 
Score: -115125552.000000 Penalty: 138035.000000
Splitting cluster 10 changes total score from -115112896.000000 to -115125552.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 11 (16644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Entering Unmasked Estep 
Score: -1603188.250000 Penalty: 2410.511475
	Iteration 0F: 2 clusters Score -1603188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1591374.375000 Penalty: 4821.022949
	Iteration 0F: 3 clusters Score -1591374 nChanged 7195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1595578.375000 Penalty: 4821.022949
	Iteration 1F: 3 clusters Score -1595578 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1596389.500000 Penalty: 4821.022949
	Iteration 2F: 3 clusters Score -1596390 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1597154.500000 Penalty: 4821.022949
	Iteration 3F: 3 clusters Score -1597154 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1597857.750000 Penalty: 4821.022949
	Iteration 4F: 3 clusters Score -1597858 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1598460.125000 Penalty: 4821.022949
	Iteration 5F: 3 clusters Score -1598460 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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	Iteration 126Q: 3 clusters Score -1602159 nChanged 23
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	Iteration 191Q: 3 clusters Score -1602318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1602323.125000 Penalty: 4821.022949
	Iteration 192Q: 3 clusters Score -1602323 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1602327.875000 Penalty: 4821.022949
	Iteration 193Q: 3 clusters Score -1602328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1602325.000000 Penalty: 4821.022949
	Iteration 194Q: 3 clusters Score -1602325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1602324.000000 Penalty: 4821.022949
	Iteration 195Q: 3 clusters Score -1602324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1602325.500000 Penalty: 4821.022949
	Iteration 196Q: 3 clusters Score -1602326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1602331.625000 Penalty: 4821.022949
	Iteration 197Q: 3 clusters Score -1602332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1602333.500000 Penalty: 4821.022949
	Iteration 198Q: 3 clusters Score -1602334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1602334.750000 Penalty: 4821.022949
	Iteration 199Q: 3 clusters Score -1602335 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1602338.500000 Penalty: 4821.022949
	Iteration 200F: 3 clusters Score -1602338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1602338.000000 Penalty: 4821.022949
	Iteration 201Q: 3 clusters Score -1602338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1602339.000000 Penalty: 4821.022949
	Iteration 202Q: 3 clusters Score -1602339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1602340.250000 Penalty: 4821.022949
	Iteration 203Q: 3 clusters Score -1602340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1602339.750000 Penalty: 4821.022949
	Iteration 204Q: 3 clusters Score -1602340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1602346.625000 Penalty: 4821.022949
	Iteration 205Q: 3 clusters Score -1602347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1602345.875000 Penalty: 4821.022949
	Iteration 206Q: 3 clusters Score -1602346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1602346.250000 Penalty: 4821.022949
	Iteration 207Q: 3 clusters Score -1602346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1602348.750000 Penalty: 4821.022949
	Iteration 208Q: 3 clusters Score -1602349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1602348.125000 Penalty: 4821.022949
	Iteration 209Q: 3 clusters Score -1602348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1602347.750000 Penalty: 4821.022949
	Iteration 210Q: 3 clusters Score -1602348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1602350.625000 Penalty: 4821.022949
	Iteration 211Q: 3 clusters Score -1602351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1602354.625000 Penalty: 4821.022949
	Iteration 212Q: 3 clusters Score -1602355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1602351.625000 Penalty: 4821.022949
	Iteration 213Q: 3 clusters Score -1602352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1602354.875000 Penalty: 4821.022949
	Iteration 214Q: 3 clusters Score -1602355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1602357.125000 Penalty: 4821.022949
	Iteration 215Q: 3 clusters Score -1602357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1602355.750000 Penalty: 4821.022949
	Iteration 216Q: 3 clusters Score -1602356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1602352.250000 Penalty: 4821.022949
	Iteration 217Q: 3 clusters Score -1602352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1602355.000000 Penalty: 4821.022949
	Iteration 218Q: 3 clusters Score -1602355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1602353.625000 Penalty: 4821.022949
	Iteration 219Q: 3 clusters Score -1602354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1602349.000000 Penalty: 4821.022949
	Iteration 220F: 3 clusters Score -1602349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1602352.250000 Penalty: 4821.022949
	Iteration 221Q: 3 clusters Score -1602352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1602352.750000 Penalty: 4821.022949
	Iteration 222Q: 3 clusters Score -1602353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1602353.250000 Penalty: 4821.022949
	Iteration 223Q: 3 clusters Score -1602353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1602352.500000 Penalty: 4821.022949
	Iteration 224Q: 3 clusters Score -1602352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1602352.500000 Penalty: 4821.022949
	Iteration 225F: 3 clusters Score -1602352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Entering Unmasked Estep 
Score: -718825.687500 Penalty: 2202.833252
	Iteration 0F: 2 clusters Score -718825.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -712927.625000 Penalty: 4405.666504
	Iteration 0F: 3 clusters Score -712927.6 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -714586.937500 Penalty: 4405.666504
	Iteration 1F: 3 clusters Score -714586.9 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -715007.437500 Penalty: 4405.666504
	Iteration 2F: 3 clusters Score -715007.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -715364.937500 Penalty: 4405.666504
	Iteration 3F: 3 clusters Score -715364.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -715688.625000 Penalty: 4405.666504
	Iteration 4F: 3 clusters Score -715688.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -715991.625000 Penalty: 4405.666504
	Iteration 5F: 3 clusters Score -715991.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -716283.500000 Penalty: 4405.666504
	Iteration 6Q: 3 clusters Score -716283.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -716530.875000 Penalty: 4405.666504
	Iteration 7Q: 3 clusters Score -716530.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -716718.625000 Penalty: 4405.666504
	Iteration 8Q: 3 clusters Score -716718.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -716869.125000 Penalty: 4405.666504
	Iteration 9Q: 3 clusters Score -716869.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -716989.750000 Penalty: 4405.666504
	Iteration 10Q: 3 clusters Score -716989.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -717073.500000 Penalty: 4405.666504
	Iteration 11Q: 3 clusters Score -717073.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -717129.562500 Penalty: 4405.666504
	Iteration 12Q: 3 clusters Score -717129.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -717176.750000 Penalty: 4405.666504
	Iteration 13Q: 3 clusters Score -717176.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -717214.812500 Penalty: 4405.666504
	Iteration 14Q: 3 clusters Score -717214.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -717246.250000 Penalty: 4405.666504
	Iteration 15Q: 3 clusters Score -717246.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -717271.125000 Penalty: 4405.666504
	Iteration 16Q: 3 clusters Score -717271.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -717293.125000 Penalty: 4405.666504
	Iteration 17Q: 3 clusters Score -717293.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -717314.625000 Penalty: 4405.666504
	Iteration 18Q: 3 clusters Score -717314.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -717342.500000 Penalty: 4405.666504
	Iteration 19Q: 3 clusters Score -717342.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -717374.125000 Penalty: 4405.666504
	Iteration 20F: 3 clusters Score -717374.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -717403.937500 Penalty: 4405.666504
	Iteration 21Q: 3 clusters Score -717403.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -717447.500000 Penalty: 4405.666504
	Iteration 22Q: 3 clusters Score -717447.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -717491.312500 Penalty: 4405.666504
	Iteration 23Q: 3 clusters Score -717491.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -717538.687500 Penalty: 4405.666504
	Iteration 24Q: 3 clusters Score -717538.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -717590.375000 Penalty: 4405.666504
	Iteration 25Q: 3 clusters Score -717590.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -717657.937500 Penalty: 4405.666504
	Iteration 26Q: 3 clusters Score -717657.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -717733.937500 Penalty: 4405.666504
	Iteration 27Q: 3 clusters Score -717733.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -717787.187500 Penalty: 4405.666504
	Iteration 28Q: 3 clusters Score -717787.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -717833.625000 Penalty: 4405.666504
	Iteration 29Q: 3 clusters Score -717833.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -717866.125000 Penalty: 4405.666504
	Iteration 30Q: 3 clusters Score -717866.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -717881.500000 Penalty: 4405.666504
	Iteration 31Q: 3 clusters Score -717881.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -717889.125000 Penalty: 4405.666504
	Iteration 32Q: 3 clusters Score -717889.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -717895.937500 Penalty: 4405.666504
	Iteration 33Q: 3 clusters Score -717895.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -717902.125000 Penalty: 4405.666504
	Iteration 34Q: 3 clusters Score -717902.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -717910.125000 Penalty: 4405.666504
	Iteration 35Q: 3 clusters Score -717910.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -717916.000000 Penalty: 4405.666504
	Iteration 36Q: 3 clusters Score -717916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -717925.625000 Penalty: 4405.666504
	Iteration 37Q: 3 clusters Score -717925.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -717928.562500 Penalty: 4405.666504
	Iteration 38Q: 3 clusters Score -717928.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -717929.812500 Penalty: 4405.666504
	Iteration 39Q: 3 clusters Score -717929.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -717935.812500 Penalty: 4405.666504
	Iteration 40F: 3 clusters Score -717935.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -717938.562500 Penalty: 4405.666504
	Iteration 41Q: 3 clusters Score -717938.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -717941.062500 Penalty: 4405.666504
	Iteration 42Q: 3 clusters Score -717941.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -717944.562500 Penalty: 4405.666504
	Iteration 43Q: 3 clusters Score -717944.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -717946.875000 Penalty: 4405.666504
	Iteration 44Q: 3 clusters Score -717946.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -717948.375000 Penalty: 4405.666504
	Iteration 45Q: 3 clusters Score -717948.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -717947.437500 Penalty: 4405.666504
	Iteration 46Q: 3 clusters Score -717947.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -717948.312500 Penalty: 4405.666504
	Iteration 47Q: 3 clusters Score -717948.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -717948.312500 Penalty: 4405.666504
	Iteration 48F: 3 clusters Score -717948.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -116749.218750 Penalty: 1754.590820
	Iteration 0F: 2 clusters Score -116749.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -114837.671875 Penalty: 3509.181641
	Iteration 0F: 3 clusters Score -114837.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -115322.718750 Penalty: 3509.181641
	Iteration 1F: 3 clusters Score -115322.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -115610.171875 Penalty: 3509.181641
	Iteration 2F: 3 clusters Score -115610.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -115842.664062 Penalty: 3509.181641
	Iteration 3F: 3 clusters Score -115842.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -115991.828125 Penalty: 3509.181641
	Iteration 4Q: 3 clusters Score -115991.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -116101.101562 Penalty: 3509.181641
	Iteration 5Q: 3 clusters Score -116101.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -116202.156250 Penalty: 3509.181641
	Iteration 6Q: 3 clusters Score -116202.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -116281.171875 Penalty: 3509.181641
	Iteration 7Q: 3 clusters Score -116281.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -116444.648438 Penalty: 3509.181641
	Iteration 8Q: 3 clusters Score -116444.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -116509.609375 Penalty: 3509.181641
	Iteration 9Q: 3 clusters Score -116509.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -116534.007812 Penalty: 3509.181641
	Iteration 10Q: 3 clusters Score -116534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -116544.359375 Penalty: 3509.181641
	Iteration 11Q: 3 clusters Score -116544.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -116562.265625 Penalty: 3509.181641
	Iteration 12Q: 3 clusters Score -116562.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -116573.757812 Penalty: 3509.181641
	Iteration 13Q: 3 clusters Score -116573.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -116592.578125 Penalty: 3509.181641
	Iteration 14Q: 3 clusters Score -116592.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -116625.859375 Penalty: 3509.181641
	Iteration 15Q: 3 clusters Score -116625.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -116654.382812 Penalty: 3509.181641
	Iteration 16Q: 3 clusters Score -116654.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -116669.906250 Penalty: 3509.181641
	Iteration 17Q: 3 clusters Score -116669.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -116680.843750 Penalty: 3509.181641
	Iteration 18Q: 3 clusters Score -116680.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -116686.000000 Penalty: 3509.181641
	Iteration 19Q: 3 clusters Score -116686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -116722.093750 Penalty: 3509.181641
	Iteration 20F: 3 clusters Score -116722.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -116828.562500 Penalty: 3509.181641
	Iteration 21Q: 3 clusters Score -116828.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -116986.867188 Penalty: 3509.181641
	Iteration 22Q: 3 clusters Score -116986.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -117040.250000 Penalty: 3509.181641
	Iteration 23Q: 3 clusters Score -117040.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -117052.093750 Penalty: 3509.181641
	Iteration 24Q: 3 clusters Score -117052.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -117052.093750 Penalty: 3509.181641
	Iteration 25F: 3 clusters Score -117052.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 17414 members 
Mstep: Class 3 contains 3322 members 
Mstep: Class 4 contains 106265 members 
Mstep: Class 5 contains 16260 members 
Mstep: Class 6 contains 14410 members 
Mstep: Class 7 contains 6419 members 
Mstep: Class 8 contains 188704 members 
Mstep: Class 9 contains 11414 members 
Mstep: Class 10 contains 6945 members 
Mstep: Class 11 contains 16644 members 
Mstep: Class 12 contains 7204 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 77876 members 
Mstep: Class 15 contains 5680 members 
Mstep: Class 16 contains 13066 members 
Mstep: Class 17 contains 7492 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 37068 members 
Mstep: Class 20 contains 1906 members 
Mstep: Class 21 contains 131695 members 
Mstep: Class 22 contains 11672 members 
Mstep: Class 23 contains 12861 members 
Mstep: Class 24 contains 24792 members 
Mstep: Class 25 contains 40105 members 
Mstep: Class 26 contains 3863 members 
Mstep: Class 27 contains 10953 members 
Mstep: Class 28 contains 25320 members 
Mstep: Class 29 contains 4952 members 
Mstep: Class 30 contains 5955 members 
Mstep: Class 31 contains 14049 members 
Mstep: Class 32 contains 2079 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 153428 members 
Mstep: Class 35 contains 26791 members 
Mstep: Class 36 contains 3617 members 
Mstep: Class 37 contains 59256 members 
Mstep: Class 38 contains 23700 members 
Mstep: Class 39 contains 3158 members 
Mstep: Class 40 contains 1387 members 
Mstep: Class 41 contains 831 members 
Entering Unmasked Estep 
Score: -115124464.000000 Penalty: 141485.875000
Splitting cluster 13 changes total score from -115112896.000000 to -115124464.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 14 (77876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77876 members 
Entering Unmasked Estep 
Score: -8637784.000000 Penalty: 2793.192383
	Iteration 0F: 2 clusters Score -8637784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 38789 members 
Entering Unmasked Estep 
Score: -8585777.000000 Penalty: 5586.384766
	Iteration 0F: 3 clusters Score -8585777 nChanged 36576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41555 members 
Mstep: Class 2 contains 36321 members 
Entering Unmasked Estep 
Score: -8607353.000000 Penalty: 5586.384766
	Iteration 1F: 3 clusters Score -8607353 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43481 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -8608894.000000 Penalty: 5586.384766
	Iteration 2Q: 3 clusters Score -8608894 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46267 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -8611094.000000 Penalty: 5586.384766
	Iteration 3F: 3 clusters Score -8611094 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49837 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -8613939.000000 Penalty: 5586.384766
	Iteration 4F: 3 clusters Score -8613939 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53823 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -8617169.000000 Penalty: 5586.384766
	Iteration 5F: 3 clusters Score -8617169 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57765 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -8620186.000000 Penalty: 5586.384766
	Iteration 6F: 3 clusters Score -8620186 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61413 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -8622797.000000 Penalty: 5586.384766
	Iteration 7F: 3 clusters Score -8622797 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64644 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -8624900.000000 Penalty: 5586.384766
	Iteration 8Q: 3 clusters Score -8624900 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67671 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -8626975.000000 Penalty: 5586.384766
	Iteration 9Q: 3 clusters Score -8626975 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70513 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -8629129.000000 Penalty: 5586.384766
	Iteration 10Q: 3 clusters Score -8629129 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73053 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -8631334.000000 Penalty: 5586.384766
	Iteration 11Q: 3 clusters Score -8631334 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74960 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -8633062.000000 Penalty: 5586.384766
	Iteration 12Q: 3 clusters Score -8633062 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76171 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -8634156.000000 Penalty: 5586.384766
	Iteration 13Q: 3 clusters Score -8634156 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76799 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -8634719.000000 Penalty: 5586.384766
	Iteration 14Q: 3 clusters Score -8634719 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77117 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -8635040.000000 Penalty: 5586.384766
	Iteration 15Q: 3 clusters Score -8635040 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77277 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -8635191.000000 Penalty: 5586.384766
	Iteration 16Q: 3 clusters Score -8635191 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77351 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -8635241.000000 Penalty: 5586.384766
	Iteration 17Q: 3 clusters Score -8635241 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77397 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8635290.000000 Penalty: 5586.384766
	Iteration 18Q: 3 clusters Score -8635290 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77416 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -8635330.000000 Penalty: 5586.384766
	Iteration 19Q: 3 clusters Score -8635330 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77433 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -8635348.000000 Penalty: 5586.384766
	Iteration 20F: 3 clusters Score -8635348 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77446 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -8635378.000000 Penalty: 5586.384766
	Iteration 21Q: 3 clusters Score -8635378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77457 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -8635381.000000 Penalty: 5586.384766
	Iteration 22Q: 3 clusters Score -8635381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77466 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -8635395.000000 Penalty: 5586.384766
	Iteration 23Q: 3 clusters Score -8635395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77476 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -8635403.000000 Penalty: 5586.384766
	Iteration 24Q: 3 clusters Score -8635403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77480 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -8635402.000000 Penalty: 5586.384766
	Iteration 25Q: 3 clusters Score -8635402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77482 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8635402.000000 Penalty: 5586.384766
	Iteration 26Q: 3 clusters Score -8635402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77482 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8635407.000000 Penalty: 5586.384766
	Iteration 27Q: 3 clusters Score -8635407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77482 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8635407.000000 Penalty: 5586.384766
	Iteration 28F: 3 clusters Score -8635407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Entering Unmasked Estep 
Score: -601888.312500 Penalty: 2143.887207
	Iteration 0F: 2 clusters Score -601888.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -596947.875000 Penalty: 4287.774414
	Iteration 0F: 3 clusters Score -596947.9 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -598325.125000 Penalty: 4287.774414
	Iteration 1F: 3 clusters Score -598325.1 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -598681.187500 Penalty: 4287.774414
	Iteration 2F: 3 clusters Score -598681.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -599021.812500 Penalty: 4287.774414
	Iteration 3F: 3 clusters Score -599021.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -599376.937500 Penalty: 4287.774414
	Iteration 4F: 3 clusters Score -599376.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -599702.687500 Penalty: 4287.774414
	Iteration 5F: 3 clusters Score -599702.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -600001.375000 Penalty: 4287.774414
	Iteration 6F: 3 clusters Score -600001.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -600220.750000 Penalty: 4287.774414
	Iteration 7Q: 3 clusters Score -600220.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -600359.687500 Penalty: 4287.774414
	Iteration 8Q: 3 clusters Score -600359.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -600467.750000 Penalty: 4287.774414
	Iteration 9Q: 3 clusters Score -600467.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -600539.375000 Penalty: 4287.774414
	Iteration 10Q: 3 clusters Score -600539.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -600604.062500 Penalty: 4287.774414
	Iteration 11Q: 3 clusters Score -600604.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -600675.187500 Penalty: 4287.774414
	Iteration 12Q: 3 clusters Score -600675.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -600748.187500 Penalty: 4287.774414
	Iteration 13Q: 3 clusters Score -600748.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -600816.062500 Penalty: 4287.774414
	Iteration 14Q: 3 clusters Score -600816.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -600891.875000 Penalty: 4287.774414
	Iteration 15Q: 3 clusters Score -600891.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -601010.437500 Penalty: 4287.774414
	Iteration 16Q: 3 clusters Score -601010.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -601187.312500 Penalty: 4287.774414
	Iteration 17Q: 3 clusters Score -601187.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -601421.437500 Penalty: 4287.774414
	Iteration 18Q: 3 clusters Score -601421.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -601826.000000 Penalty: 4287.774414
	Iteration 19Q: 3 clusters Score -601826 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -602787.000000 Penalty: 4287.774414
	Iteration 20F: 3 clusters Score -602787 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -605288.500000 Penalty: 4287.774414
	Iteration 21F: 3 clusters Score -605288.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -607090.250000 Penalty: 4287.774414
	Iteration 22Q: 3 clusters Score -607090.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -607121.062500 Penalty: 4287.774414
	Iteration 23Q: 3 clusters Score -607121.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -607121.562500 Penalty: 4287.774414
	Iteration 24Q: 3 clusters Score -607121.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -607121.562500 Penalty: 4287.774414
	Iteration 25F: 3 clusters Score -607121.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 17414 members 
Mstep: Class 3 contains 3322 members 
Mstep: Class 4 contains 106265 members 
Mstep: Class 5 contains 16260 members 
Mstep: Class 6 contains 14410 members 
Mstep: Class 7 contains 6419 members 
Mstep: Class 8 contains 188704 members 
Mstep: Class 9 contains 11414 members 
Mstep: Class 10 contains 6945 members 
Mstep: Class 11 contains 16644 members 
Mstep: Class 12 contains 7204 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 77876 members 
Mstep: Class 15 contains 2620 members 
Mstep: Class 16 contains 13066 members 
Mstep: Class 17 contains 7492 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 37068 members 
Mstep: Class 20 contains 1906 members 
Mstep: Class 21 contains 131695 members 
Mstep: Class 22 contains 11672 members 
Mstep: Class 23 contains 12861 members 
Mstep: Class 24 contains 24792 members 
Mstep: Class 25 contains 40105 members 
Mstep: Class 26 contains 3863 members 
Mstep: Class 27 contains 10953 members 
Mstep: Class 28 contains 25320 members 
Mstep: Class 29 contains 4952 members 
Mstep: Class 30 contains 5955 members 
Mstep: Class 31 contains 14049 members 
Mstep: Class 32 contains 2079 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 153428 members 
Mstep: Class 35 contains 26791 members 
Mstep: Class 36 contains 3617 members 
Mstep: Class 37 contains 59256 members 
Mstep: Class 38 contains 23700 members 
Mstep: Class 39 contains 3158 members 
Mstep: Class 40 contains 1387 members 
Mstep: Class 41 contains 831 members 
Mstep: Class 42 contains 3060 members 
Entering Unmasked Estep 
Score: -115128424.000000 Penalty: 144936.750000
Splitting cluster 15 changes total score from -115112896.000000 to -115128424.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 16 (13066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Entering Unmasked Estep 
Score: -1395600.375000 Penalty: 2350.486572
	Iteration 0F: 2 clusters Score -1395600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1386107.250000 Penalty: 4700.973145
	Iteration 0F: 3 clusters Score -1386107 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1389242.125000 Penalty: 4700.973145
	Iteration 1F: 3 clusters Score -1389242 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1389733.125000 Penalty: 4700.973145
	Iteration 2F: 3 clusters Score -1389733 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1390205.375000 Penalty: 4700.973145
	Iteration 3F: 3 clusters Score -1390205 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1390673.625000 Penalty: 4700.973145
	Iteration 4F: 3 clusters Score -1390674 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1391136.125000 Penalty: 4700.973145
	Iteration 5F: 3 clusters Score -1391136 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1391580.250000 Penalty: 4700.973145
	Iteration 6F: 3 clusters Score -1391580 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1391932.000000 Penalty: 4700.973145
	Iteration 7Q: 3 clusters Score -1391932 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1392181.875000 Penalty: 4700.973145
	Iteration 8Q: 3 clusters Score -1392182 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1392370.375000 Penalty: 4700.973145
	Iteration 9Q: 3 clusters Score -1392370 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1392518.500000 Penalty: 4700.973145
	Iteration 10Q: 3 clusters Score -1392518 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1392658.000000 Penalty: 4700.973145
	Iteration 11Q: 3 clusters Score -1392658 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1392782.625000 Penalty: 4700.973145
	Iteration 12Q: 3 clusters Score -1392783 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1392892.250000 Penalty: 4700.973145
	Iteration 13Q: 3 clusters Score -1392892 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1392976.750000 Penalty: 4700.973145
	Iteration 14Q: 3 clusters Score -1392977 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1393049.500000 Penalty: 4700.973145
	Iteration 15Q: 3 clusters Score -1393050 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1393104.625000 Penalty: 4700.973145
	Iteration 16Q: 3 clusters Score -1393105 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1393150.250000 Penalty: 4700.973145
	Iteration 17Q: 3 clusters Score -1393150 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1393177.000000 Penalty: 4700.973145
	Iteration 18Q: 3 clusters Score -1393177 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1393198.125000 Penalty: 4700.973145
	Iteration 19Q: 3 clusters Score -1393198 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1393209.625000 Penalty: 4700.973145
	Iteration 20F: 3 clusters Score -1393210 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1393232.375000 Penalty: 4700.973145
	Iteration 21Q: 3 clusters Score -1393232 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1393242.500000 Penalty: 4700.973145
	Iteration 22Q: 3 clusters Score -1393242 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1393263.000000 Penalty: 4700.973145
	Iteration 23Q: 3 clusters Score -1393263 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1393266.375000 Penalty: 4700.973145
	Iteration 24Q: 3 clusters Score -1393266 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1393274.500000 Penalty: 4700.973145
	Iteration 25Q: 3 clusters Score -1393274 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1393282.000000 Penalty: 4700.973145
	Iteration 26Q: 3 clusters Score -1393282 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1393282.875000 Penalty: 4700.973145
	Iteration 27Q: 3 clusters Score -1393283 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1393292.375000 Penalty: 4700.973145
	Iteration 28Q: 3 clusters Score -1393292 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1393297.125000 Penalty: 4700.973145
	Iteration 29Q: 3 clusters Score -1393297 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1393302.875000 Penalty: 4700.973145
	Iteration 30Q: 3 clusters Score -1393303 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1393317.000000 Penalty: 4700.973145
	Iteration 31Q: 3 clusters Score -1393317 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1393322.000000 Penalty: 4700.973145
	Iteration 32Q: 3 clusters Score -1393322 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1393330.250000 Penalty: 4700.973145
	Iteration 33Q: 3 clusters Score -1393330 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1393334.625000 Penalty: 4700.973145
	Iteration 34Q: 3 clusters Score -1393335 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1393341.500000 Penalty: 4700.973145
	Iteration 35Q: 3 clusters Score -1393342 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1393345.500000 Penalty: 4700.973145
	Iteration 36Q: 3 clusters Score -1393346 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1393351.500000 Penalty: 4700.973145
	Iteration 37Q: 3 clusters Score -1393352 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1393361.500000 Penalty: 4700.973145
	Iteration 38Q: 3 clusters Score -1393362 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1393363.125000 Penalty: 4700.973145
	Iteration 39Q: 3 clusters Score -1393363 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1393363.750000 Penalty: 4700.973145
	Iteration 40F: 3 clusters Score -1393364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1393367.875000 Penalty: 4700.973145
	Iteration 41Q: 3 clusters Score -1393368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1393370.125000 Penalty: 4700.973145
	Iteration 42Q: 3 clusters Score -1393370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1393369.875000 Penalty: 4700.973145
	Iteration 43Q: 3 clusters Score -1393370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1393373.500000 Penalty: 4700.973145
	Iteration 44Q: 3 clusters Score -1393374 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1393375.000000 Penalty: 4700.973145
	Iteration 45Q: 3 clusters Score -1393375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1393373.000000 Penalty: 4700.973145
	Iteration 46Q: 3 clusters Score -1393373 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1393376.750000 Penalty: 4700.973145
	Iteration 47Q: 3 clusters Score -1393377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1393382.375000 Penalty: 4700.973145
	Iteration 48Q: 3 clusters Score -1393382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1393382.875000 Penalty: 4700.973145
	Iteration 49Q: 3 clusters Score -1393383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1393381.625000 Penalty: 4700.973145
	Iteration 50Q: 3 clusters Score -1393382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1393384.875000 Penalty: 4700.973145
	Iteration 51Q: 3 clusters Score -1393385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1393384.625000 Penalty: 4700.973145
	Iteration 52Q: 3 clusters Score -1393385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1393388.500000 Penalty: 4700.973145
	Iteration 53Q: 3 clusters Score -1393388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1393388.000000 Penalty: 4700.973145
	Iteration 54Q: 3 clusters Score -1393388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1393389.125000 Penalty: 4700.973145
	Iteration 55Q: 3 clusters Score -1393389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1393391.125000 Penalty: 4700.973145
	Iteration 56Q: 3 clusters Score -1393391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1393392.000000 Penalty: 4700.973145
	Iteration 57Q: 3 clusters Score -1393392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1393392.375000 Penalty: 4700.973145
	Iteration 58Q: 3 clusters Score -1393392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1393394.625000 Penalty: 4700.973145
	Iteration 59Q: 3 clusters Score -1393395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1393393.250000 Penalty: 4700.973145
	Iteration 60F: 3 clusters Score -1393393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1393397.250000 Penalty: 4700.973145
	Iteration 61Q: 3 clusters Score -1393397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1393399.750000 Penalty: 4700.973145
	Iteration 62Q: 3 clusters Score -1393400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1393401.250000 Penalty: 4700.973145
	Iteration 63Q: 3 clusters Score -1393401 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1393401.000000 Penalty: 4700.973145
	Iteration 64Q: 3 clusters Score -1393401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1393401.875000 Penalty: 4700.973145
	Iteration 65Q: 3 clusters Score -1393402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1393404.625000 Penalty: 4700.973145
	Iteration 66Q: 3 clusters Score -1393405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1393406.625000 Penalty: 4700.973145
	Iteration 67Q: 3 clusters Score -1393407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1393406.125000 Penalty: 4700.973145
	Iteration 68Q: 3 clusters Score -1393406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1393408.500000 Penalty: 4700.973145
	Iteration 69Q: 3 clusters Score -1393408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1393411.875000 Penalty: 4700.973145
	Iteration 70Q: 3 clusters Score -1393412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1393409.125000 Penalty: 4700.973145
	Iteration 71Q: 3 clusters Score -1393409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1393414.000000 Penalty: 4700.973145
	Iteration 72Q: 3 clusters Score -1393414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1393413.750000 Penalty: 4700.973145
	Iteration 73Q: 3 clusters Score -1393414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1393412.250000 Penalty: 4700.973145
	Iteration 74Q: 3 clusters Score -1393412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1393414.250000 Penalty: 4700.973145
	Iteration 75Q: 3 clusters Score -1393414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1393413.750000 Penalty: 4700.973145
	Iteration 76Q: 3 clusters Score -1393414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1393416.750000 Penalty: 4700.973145
	Iteration 77Q: 3 clusters Score -1393417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1393416.750000 Penalty: 4700.973145
	Iteration 78F: 3 clusters Score -1393417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Entering Unmasked Estep 
Score: -795818.687500 Penalty: 2212.554443
	Iteration 0F: 2 clusters Score -795818.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -789783.250000 Penalty: 4425.108887
	Iteration 0F: 3 clusters Score -789783.2 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -791779.312500 Penalty: 4425.108887
	Iteration 1F: 3 clusters Score -791779.3 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -792287.687500 Penalty: 4425.108887
	Iteration 2F: 3 clusters Score -792287.7 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -792709.000000 Penalty: 4425.108887
	Iteration 3F: 3 clusters Score -792709 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -793068.000000 Penalty: 4425.108887
	Iteration 4F: 3 clusters Score -793068 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -793404.500000 Penalty: 4425.108887
	Iteration 5F: 3 clusters Score -793404.5 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -793814.875000 Penalty: 4425.108887
	Iteration 6F: 3 clusters Score -793814.9 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -794473.875000 Penalty: 4425.108887
	Iteration 7F: 3 clusters Score -794473.9 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -795711.500000 Penalty: 4425.108887
	Iteration 8F: 3 clusters Score -795711.5 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -796723.250000 Penalty: 4425.108887
	Iteration 9F: 3 clusters Score -796723.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -797074.375000 Penalty: 4425.108887
	Iteration 10Q: 3 clusters Score -797074.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -797271.875000 Penalty: 4425.108887
	Iteration 11Q: 3 clusters Score -797271.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -797422.062500 Penalty: 4425.108887
	Iteration 12Q: 3 clusters Score -797422.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -797578.312500 Penalty: 4425.108887
	Iteration 13Q: 3 clusters Score -797578.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -797798.437500 Penalty: 4425.108887
	Iteration 14Q: 3 clusters Score -797798.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -797960.125000 Penalty: 4425.108887
	Iteration 15Q: 3 clusters Score -797960.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -798042.187500 Penalty: 4425.108887
	Iteration 16Q: 3 clusters Score -798042.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -798071.812500 Penalty: 4425.108887
	Iteration 17Q: 3 clusters Score -798071.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -798080.875000 Penalty: 4425.108887
	Iteration 18Q: 3 clusters Score -798080.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -798091.187500 Penalty: 4425.108887
	Iteration 19Q: 3 clusters Score -798091.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -798093.875000 Penalty: 4425.108887
	Iteration 20F: 3 clusters Score -798093.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -798093.937500 Penalty: 4425.108887
	Iteration 21Q: 3 clusters Score -798093.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -798095.312500 Penalty: 4425.108887
	Iteration 22Q: 3 clusters Score -798095.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -798095.312500 Penalty: 4425.108887
	Iteration 23F: 3 clusters Score -798095.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 17414 members 
Mstep: Class 3 contains 3322 members 
Mstep: Class 4 contains 106265 members 
Mstep: Class 5 contains 16260 members 
Mstep: Class 6 contains 14410 members 
Mstep: Class 7 contains 6419 members 
Mstep: Class 8 contains 188704 members 
Mstep: Class 9 contains 11414 members 
Mstep: Class 10 contains 6945 members 
Mstep: Class 11 contains 16644 members 
Mstep: Class 12 contains 7204 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 77876 members 
Mstep: Class 15 contains 2620 members 
Mstep: Class 16 contains 13066 members 
Mstep: Class 17 contains 1449 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 37068 members 
Mstep: Class 20 contains 1906 members 
Mstep: Class 21 contains 131695 members 
Mstep: Class 22 contains 11672 members 
Mstep: Class 23 contains 12861 members 
Mstep: Class 24 contains 24792 members 
Mstep: Class 25 contains 40105 members 
Mstep: Class 26 contains 3863 members 
Mstep: Class 27 contains 10953 members 
Mstep: Class 28 contains 25320 members 
Mstep: Class 29 contains 4952 members 
Mstep: Class 30 contains 5955 members 
Mstep: Class 31 contains 14049 members 
Mstep: Class 32 contains 2079 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 153428 members 
Mstep: Class 35 contains 26791 members 
Mstep: Class 36 contains 3617 members 
Mstep: Class 37 contains 59256 members 
Mstep: Class 38 contains 23700 members 
Mstep: Class 39 contains 3158 members 
Mstep: Class 40 contains 1387 members 
Mstep: Class 41 contains 831 members 
Mstep: Class 42 contains 3060 members 
Mstep: Class 43 contains 6043 members 
Entering Unmasked Estep 
Score: -115129560.000000 Penalty: 148387.609375
Splitting cluster 17 changes total score from -115112896.000000 to -115129560.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 18 (751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Entering Unmasked Estep 
Score: -68937.992188 Penalty: 1642.108643
	Iteration 0F: 2 clusters Score -68937.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -67490.609375 Penalty: 3284.217285
	Iteration 0F: 3 clusters Score -67490.61 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -68429.414062 Penalty: 3284.217285
	Iteration 1F: 3 clusters Score -68429.41 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -68896.585938 Penalty: 3284.217285
	Iteration 2F: 3 clusters Score -68896.59 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -69128.601562 Penalty: 3284.217285
	Iteration 3F: 3 clusters Score -69128.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -69227.789062 Penalty: 3284.217285
	Iteration 4Q: 3 clusters Score -69227.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -69261.367188 Penalty: 3284.217285
	Iteration 5Q: 3 clusters Score -69261.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -69274.796875 Penalty: 3284.217285
	Iteration 6Q: 3 clusters Score -69274.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -69286.242188 Penalty: 3284.217285
	Iteration 7Q: 3 clusters Score -69286.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -69287.515625 Penalty: 3284.217285
	Iteration 8Q: 3 clusters Score -69287.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -69287.515625 Penalty: 3284.217285
	Iteration 9F: 3 clusters Score -69287.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 17414 members 
Mstep: Class 3 contains 3322 members 
Mstep: Class 4 contains 106265 members 
Mstep: Class 5 contains 16260 members 
Mstep: Class 6 contains 14410 members 
Mstep: Class 7 contains 6419 members 
Mstep: Class 8 contains 188704 members 
Mstep: Class 9 contains 11414 members 
Mstep: Class 10 contains 6945 members 
Mstep: Class 11 contains 16644 members 
Mstep: Class 12 contains 7204 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 77876 members 
Mstep: Class 15 contains 2620 members 
Mstep: Class 16 contains 13066 members 
Mstep: Class 17 contains 1449 members 
Mstep: Class 18 contains 183 members 
Mstep: Class 19 contains 37068 members 
Mstep: Class 20 contains 1906 members 
Mstep: Class 21 contains 131695 members 
Mstep: Class 22 contains 11672 members 
Mstep: Class 23 contains 12861 members 
Mstep: Class 24 contains 24792 members 
Mstep: Class 25 contains 40105 members 
Mstep: Class 26 contains 3863 members 
Mstep: Class 27 contains 10953 members 
Mstep: Class 28 contains 25320 members 
Mstep: Class 29 contains 4952 members 
Mstep: Class 30 contains 5955 members 
Mstep: Class 31 contains 14049 members 
Mstep: Class 32 contains 2079 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 153428 members 
Mstep: Class 35 contains 26791 members 
Mstep: Class 36 contains 3617 members 
Mstep: Class 37 contains 59256 members 
Mstep: Class 38 contains 23700 members 
Mstep: Class 39 contains 3158 members 
Mstep: Class 40 contains 1387 members 
Mstep: Class 41 contains 831 members 
Mstep: Class 42 contains 3060 members 
Mstep: Class 43 contains 6043 members 
Mstep: Class 44 contains 568 members 
Entering Unmasked Estep 
Score: -115128088.000000 Penalty: 151838.484375
Splitting cluster 18 changes total score from -115112896.000000 to -115128088.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 19 (37068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Entering Unmasked Estep 
Score: -4083238.000000 Penalty: 2609.086426
	Iteration 0F: 2 clusters Score -4083238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -4058112.500000 Penalty: 5218.172852
	Iteration 0F: 3 clusters Score -4058112 nChanged 16966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -4067339.500000 Penalty: 5218.172852
	Iteration 1F: 3 clusters Score -4067340 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -4067808.750000 Penalty: 5218.172852
	Iteration 2Q: 3 clusters Score -4067809 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -4068191.250000 Penalty: 5218.172852
	Iteration 3Q: 3 clusters Score -4068191 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -4068539.250000 Penalty: 5218.172852
	Iteration 4Q: 3 clusters Score -4068539 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -4068866.500000 Penalty: 5218.172852
	Iteration 5Q: 3 clusters Score -4068866 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -4069242.750000 Penalty: 5218.172852
	Iteration 6Q: 3 clusters Score -4069243 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -4069616.000000 Penalty: 5218.172852
	Iteration 7Q: 3 clusters Score -4069616 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -4070033.000000 Penalty: 5218.172852
	Iteration 8Q: 3 clusters Score -4070033 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -4070427.750000 Penalty: 5218.172852
	Iteration 9Q: 3 clusters Score -4070428 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -4070885.000000 Penalty: 5218.172852
	Iteration 10Q: 3 clusters Score -4070885 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -4071416.250000 Penalty: 5218.172852
	Iteration 11Q: 3 clusters Score -4071416 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -4071961.500000 Penalty: 5218.172852
	Iteration 12Q: 3 clusters Score -4071962 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -4072601.500000 Penalty: 5218.172852
	Iteration 13Q: 3 clusters Score -4072602 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -4073252.750000 Penalty: 5218.172852
	Iteration 14Q: 3 clusters Score -4073253 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -4074018.750000 Penalty: 5218.172852
	Iteration 15Q: 3 clusters Score -4074019 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -4074861.250000 Penalty: 5218.172852
	Iteration 16Q: 3 clusters Score -4074861 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -4075784.750000 Penalty: 5218.172852
	Iteration 17Q: 3 clusters Score -4075785 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -4076688.250000 Penalty: 5218.172852
	Iteration 18Q: 3 clusters Score -4076688 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -4077573.750000 Penalty: 5218.172852
	Iteration 19Q: 3 clusters Score -4077574 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -4078421.250000 Penalty: 5218.172852
	Iteration 20F: 3 clusters Score -4078421 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -4079174.000000 Penalty: 5218.172852
	Iteration 21Q: 3 clusters Score -4079174 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -4079777.250000 Penalty: 5218.172852
	Iteration 22Q: 3 clusters Score -4079777 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -4080129.250000 Penalty: 5218.172852
	Iteration 23Q: 3 clusters Score -4080129 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -4080391.000000 Penalty: 5218.172852
	Iteration 24Q: 3 clusters Score -4080391 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 35044 members 
Entering Unmasked Estep 
Score: -4080606.250000 Penalty: 5218.172852
	Iteration 25Q: 3 clusters Score -4080606 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -4080756.750000 Penalty: 5218.172852
	Iteration 26Q: 3 clusters Score -4080757 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -4080836.750000 Penalty: 5218.172852
	Iteration 27Q: 3 clusters Score -4080837 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 35582 members 
Entering Unmasked Estep 
Score: -4080908.250000 Penalty: 5218.172852
	Iteration 28Q: 3 clusters Score -4080908 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -4080971.750000 Penalty: 5218.172852
	Iteration 29Q: 3 clusters Score -4080972 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -4081021.500000 Penalty: 5218.172852
	Iteration 30Q: 3 clusters Score -4081022 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -4081058.250000 Penalty: 5218.172852
	Iteration 31Q: 3 clusters Score -4081058 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 35890 members 
Entering Unmasked Estep 
Score: -4081075.750000 Penalty: 5218.172852
	Iteration 32Q: 3 clusters Score -4081076 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
Score: -4081107.750000 Penalty: 5218.172852
	Iteration 33Q: 3 clusters Score -4081108 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 35975 members 
Entering Unmasked Estep 
Score: -4081141.000000 Penalty: 5218.172852
	Iteration 34Q: 3 clusters Score -4081141 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
Score: -4081149.250000 Penalty: 5218.172852
	Iteration 35Q: 3 clusters Score -4081149 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -4081161.750000 Penalty: 5218.172852
	Iteration 36Q: 3 clusters Score -4081162 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 36050 members 
Entering Unmasked Estep 
Score: -4081169.250000 Penalty: 5218.172852
	Iteration 37Q: 3 clusters Score -4081169 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 36060 members 
Entering Unmasked Estep 
Score: -4081176.250000 Penalty: 5218.172852
	Iteration 38Q: 3 clusters Score -4081176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -4081182.250000 Penalty: 5218.172852
	Iteration 39Q: 3 clusters Score -4081182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -4081189.000000 Penalty: 5218.172852
	Iteration 40F: 3 clusters Score -4081189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -4081187.250000 Penalty: 5218.172852
	Iteration 41Q: 3 clusters Score -4081187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 36087 members 
Entering Unmasked Estep 
Score: -4081188.500000 Penalty: 5218.172852
	Iteration 42Q: 3 clusters Score -4081188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -4081191.750000 Penalty: 5218.172852
	Iteration 43Q: 3 clusters Score -4081192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -4081193.500000 Penalty: 5218.172852
	Iteration 44Q: 3 clusters Score -4081194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 36095 members 
Entering Unmasked Estep 
Score: -4081196.500000 Penalty: 5218.172852
	Iteration 45Q: 3 clusters Score -4081196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 36098 members 
Entering Unmasked Estep 
Score: -4081194.500000 Penalty: 5218.172852
	Iteration 46Q: 3 clusters Score -4081194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 36100 members 
Entering Unmasked Estep 
Score: -4081191.750000 Penalty: 5218.172852
	Iteration 47Q: 3 clusters Score -4081192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -4081193.250000 Penalty: 5218.172852
	Iteration 48Q: 3 clusters Score -4081193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 36103 members 
Entering Unmasked Estep 
Score: -4081193.250000 Penalty: 5218.172852
	Iteration 49Q: 3 clusters Score -4081193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 36103 members 
Entering Unmasked Estep 
Score: -4081193.250000 Penalty: 5218.172852
	Iteration 50F: 3 clusters Score -4081193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Entering Unmasked Estep 
Score: -211647.500000 Penalty: 1873.084961
	Iteration 0F: 2 clusters Score -211647.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -209072.500000 Penalty: 3746.169922
	Iteration 0F: 3 clusters Score -209072.5 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -209507.015625 Penalty: 3746.169922
	Iteration 1F: 3 clusters Score -209507 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -209643.734375 Penalty: 3746.169922
	Iteration 2F: 3 clusters Score -209643.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -209707.859375 Penalty: 3746.169922
	Iteration 3Q: 3 clusters Score -209707.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -209732.687500 Penalty: 3746.169922
	Iteration 4Q: 3 clusters Score -209732.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -209759.921875 Penalty: 3746.169922
	Iteration 5Q: 3 clusters Score -209759.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -209773.953125 Penalty: 3746.169922
	Iteration 6Q: 3 clusters Score -209774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -209785.625000 Penalty: 3746.169922
	Iteration 7Q: 3 clusters Score -209785.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -209794.359375 Penalty: 3746.169922
	Iteration 8Q: 3 clusters Score -209794.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -209801.093750 Penalty: 3746.169922
	Iteration 9Q: 3 clusters Score -209801.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -209808.343750 Penalty: 3746.169922
	Iteration 10Q: 3 clusters Score -209808.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -209815.828125 Penalty: 3746.169922
	Iteration 11Q: 3 clusters Score -209815.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -209821.359375 Penalty: 3746.169922
	Iteration 12Q: 3 clusters Score -209821.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -209827.359375 Penalty: 3746.169922
	Iteration 13Q: 3 clusters Score -209827.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -209829.984375 Penalty: 3746.169922
	Iteration 14Q: 3 clusters Score -209830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -209831.171875 Penalty: 3746.169922
	Iteration 15Q: 3 clusters Score -209831.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -209834.937500 Penalty: 3746.169922
	Iteration 16Q: 3 clusters Score -209834.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -209838.703125 Penalty: 3746.169922
	Iteration 17Q: 3 clusters Score -209838.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -209841.078125 Penalty: 3746.169922
	Iteration 18Q: 3 clusters Score -209841.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -209843.937500 Penalty: 3746.169922
	Iteration 19Q: 3 clusters Score -209843.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -209844.687500 Penalty: 3746.169922
	Iteration 20F: 3 clusters Score -209844.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (131695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131695 members 
Entering Unmasked Estep 
Score: -13452554.000000 Penalty: 2923.484619
	Iteration 0F: 2 clusters Score -1.345255e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66065 members 
Mstep: Class 2 contains 65630 members 
Entering Unmasked Estep 
Score: -13364677.000000 Penalty: 5846.969238
	Iteration 0F: 3 clusters Score -1.336468e+07 nChanged 62875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70906 members 
Mstep: Class 2 contains 60789 members 
Entering Unmasked Estep 
Score: -13401073.000000 Penalty: 5846.969238
	Iteration 1F: 3 clusters Score -1.340107e+07 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73410 members 
Mstep: Class 2 contains 58285 members 
Entering Unmasked Estep 
Score: -13402815.000000 Penalty: 5846.969238
	Iteration 2Q: 3 clusters Score -1.340282e+07 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76928 members 
Mstep: Class 2 contains 54767 members 
Entering Unmasked Estep 
Score: -13405381.000000 Penalty: 5846.969238
	Iteration 3Q: 3 clusters Score -1.340538e+07 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81792 members 
Mstep: Class 2 contains 49903 members 
Entering Unmasked Estep 
Score: -13409323.000000 Penalty: 5846.969238
	Iteration 4F: 3 clusters Score -1.340932e+07 nChanged 8282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88138 members 
Mstep: Class 2 contains 43557 members 
Entering Unmasked Estep 
Score: -13414996.000000 Penalty: 5846.969238
	Iteration 5F: 3 clusters Score -1.3415e+07 nChanged 9237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95745 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -13422072.000000 Penalty: 5846.969238
	Iteration 6F: 3 clusters Score -1.342207e+07 nChanged 8992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103581 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
Score: -13429924.000000 Penalty: 5846.969238
	Iteration 7F: 3 clusters Score -1.342992e+07 nChanged 7894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110493 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -13437453.000000 Penalty: 5846.969238
	Iteration 8F: 3 clusters Score -1.343745e+07 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115414 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -13443276.000000 Penalty: 5846.969238
	Iteration 9Q: 3 clusters Score -1.344328e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118428 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -13446836.000000 Penalty: 5846.969238
	Iteration 10Q: 3 clusters Score -1.344684e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120390 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -13448710.000000 Penalty: 5846.969238
	Iteration 11Q: 3 clusters Score -1.344871e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121825 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -13449897.000000 Penalty: 5846.969238
	Iteration 12Q: 3 clusters Score -1.34499e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122905 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -13450657.000000 Penalty: 5846.969238
	Iteration 13Q: 3 clusters Score -1.345066e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123740 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -13451074.000000 Penalty: 5846.969238
	Iteration 14Q: 3 clusters Score -1.345107e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124410 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -13451466.000000 Penalty: 5846.969238
	Iteration 15Q: 3 clusters Score -1.345147e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124912 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -13451641.000000 Penalty: 5846.969238
	Iteration 16Q: 3 clusters Score -1.345164e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125290 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -13451799.000000 Penalty: 5846.969238
	Iteration 17Q: 3 clusters Score -1.34518e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125559 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -13451851.000000 Penalty: 5846.969238
	Iteration 18Q: 3 clusters Score -1.345185e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125758 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -13451897.000000 Penalty: 5846.969238
	Iteration 19Q: 3 clusters Score -1.34519e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125911 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -13451948.000000 Penalty: 5846.969238
	Iteration 20F: 3 clusters Score -1.345195e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126035 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -13451952.000000 Penalty: 5846.969238
	Iteration 21Q: 3 clusters Score -1.345195e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126147 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -13451929.000000 Penalty: 5846.969238
	Iteration 22Q: 3 clusters Score -1.345193e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126250 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -13451980.000000 Penalty: 5846.969238
	Iteration 23Q: 3 clusters Score -1.345198e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126340 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -13452040.000000 Penalty: 5846.969238
	Iteration 24Q: 3 clusters Score -1.345204e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126419 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -13452044.000000 Penalty: 5846.969238
	Iteration 25Q: 3 clusters Score -1.345204e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126495 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -13452053.000000 Penalty: 5846.969238
	Iteration 26Q: 3 clusters Score -1.345205e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126571 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -13452037.000000 Penalty: 5846.969238
	Iteration 27Q: 3 clusters Score -1.345204e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126621 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -13452036.000000 Penalty: 5846.969238
	Iteration 28Q: 3 clusters Score -1.345204e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126671 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -13452105.000000 Penalty: 5846.969238
	Iteration 29Q: 3 clusters Score -1.34521e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126700 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -13452091.000000 Penalty: 5846.969238
	Iteration 30Q: 3 clusters Score -1.345209e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126742 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -13452136.000000 Penalty: 5846.969238
	Iteration 31Q: 3 clusters Score -1.345214e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126776 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -13452088.000000 Penalty: 5846.969238
	Iteration 32Q: 3 clusters Score -1.345209e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126799 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -13452125.000000 Penalty: 5846.969238
	Iteration 33Q: 3 clusters Score -1.345212e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126825 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -13452130.000000 Penalty: 5846.969238
	Iteration 34Q: 3 clusters Score -1.345213e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126838 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -13452150.000000 Penalty: 5846.969238
	Iteration 35Q: 3 clusters Score -1.345215e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126854 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -13452180.000000 Penalty: 5846.969238
	Iteration 36Q: 3 clusters Score -1.345218e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126869 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -13452203.000000 Penalty: 5846.969238
	Iteration 37Q: 3 clusters Score -1.34522e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126879 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -13452191.000000 Penalty: 5846.969238
	Iteration 38Q: 3 clusters Score -1.345219e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126883 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -13452199.000000 Penalty: 5846.969238
	Iteration 39Q: 3 clusters Score -1.34522e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126882 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -13452204.000000 Penalty: 5846.969238
	Iteration 40F: 3 clusters Score -1.34522e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126888 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -13452215.000000 Penalty: 5846.969238
	Iteration 41Q: 3 clusters Score -1.345222e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126891 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -13452233.000000 Penalty: 5846.969238
	Iteration 42Q: 3 clusters Score -1.345223e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126908 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -13452229.000000 Penalty: 5846.969238
	Iteration 43Q: 3 clusters Score -1.345223e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126921 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -13452258.000000 Penalty: 5846.969238
	Iteration 44Q: 3 clusters Score -1.345226e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126927 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -13452264.000000 Penalty: 5846.969238
	Iteration 45Q: 3 clusters Score -1.345226e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126921 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -13452263.000000 Penalty: 5846.969238
	Iteration 46Q: 3 clusters Score -1.345226e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126916 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -13452268.000000 Penalty: 5846.969238
	Iteration 47Q: 3 clusters Score -1.345227e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126916 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -13452261.000000 Penalty: 5846.969238
	Iteration 48Q: 3 clusters Score -1.345226e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126919 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -13452271.000000 Penalty: 5846.969238
	Iteration 49Q: 3 clusters Score -1.345227e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126919 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -13452286.000000 Penalty: 5846.969238
	Iteration 50Q: 3 clusters Score -1.345229e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126914 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -13452272.000000 Penalty: 5846.969238
	Iteration 51Q: 3 clusters Score -1.345227e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126910 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -13452270.000000 Penalty: 5846.969238
	Iteration 52Q: 3 clusters Score -1.345227e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126907 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -13452288.000000 Penalty: 5846.969238
	Iteration 53Q: 3 clusters Score -1.345229e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126905 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -13452293.000000 Penalty: 5846.969238
	Iteration 54Q: 3 clusters Score -1.345229e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126905 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -13452287.000000 Penalty: 5846.969238
	Iteration 55Q: 3 clusters Score -1.345229e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126909 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -13452298.000000 Penalty: 5846.969238
	Iteration 56Q: 3 clusters Score -1.34523e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126917 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -13452273.000000 Penalty: 5846.969238
	Iteration 57Q: 3 clusters Score -1.345227e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126925 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -13452282.000000 Penalty: 5846.969238
	Iteration 58Q: 3 clusters Score -1.345228e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126929 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -13452325.000000 Penalty: 5846.969238
	Iteration 59Q: 3 clusters Score -1.345232e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126933 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -13452309.000000 Penalty: 5846.969238
	Iteration 60F: 3 clusters Score -1.345231e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126937 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -13452318.000000 Penalty: 5846.969238
	Iteration 61Q: 3 clusters Score -1.345232e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126947 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -13452272.000000 Penalty: 5846.969238
	Iteration 62Q: 3 clusters Score -1.345227e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126954 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -13452279.000000 Penalty: 5846.969238
	Iteration 63Q: 3 clusters Score -1.345228e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126957 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -13452271.000000 Penalty: 5846.969238
	Iteration 64Q: 3 clusters Score -1.345227e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126963 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -13452309.000000 Penalty: 5846.969238
	Iteration 65Q: 3 clusters Score -1.345231e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126968 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -13452278.000000 Penalty: 5846.969238
	Iteration 66Q: 3 clusters Score -1.345228e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126971 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -13452315.000000 Penalty: 5846.969238
	Iteration 67Q: 3 clusters Score -1.345232e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126976 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -13452287.000000 Penalty: 5846.969238
	Iteration 68Q: 3 clusters Score -1.345229e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126981 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -13452310.000000 Penalty: 5846.969238
	Iteration 69Q: 3 clusters Score -1.345231e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126987 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -13452319.000000 Penalty: 5846.969238
	Iteration 70Q: 3 clusters Score -1.345232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126993 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -13452312.000000 Penalty: 5846.969238
	Iteration 71Q: 3 clusters Score -1.345231e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126996 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -13452299.000000 Penalty: 5846.969238
	Iteration 72Q: 3 clusters Score -1.34523e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126999 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -13452302.000000 Penalty: 5846.969238
	Iteration 73Q: 3 clusters Score -1.34523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127000 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -13452302.000000 Penalty: 5846.969238
	Iteration 74Q: 3 clusters Score -1.34523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127001 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -13452306.000000 Penalty: 5846.969238
	Iteration 75Q: 3 clusters Score -1.345231e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127001 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -13452306.000000 Penalty: 5846.969238
	Iteration 76F: 3 clusters Score -1.345231e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Entering Unmasked Estep 
Score: -1225393.000000 Penalty: 2322.507080
	Iteration 0F: 2 clusters Score -1225393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1216654.500000 Penalty: 4645.014160
	Iteration 0F: 3 clusters Score -1216654 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1219432.750000 Penalty: 4645.014160
	Iteration 1F: 3 clusters Score -1219433 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1220185.375000 Penalty: 4645.014160
	Iteration 2F: 3 clusters Score -1220185 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1221287.750000 Penalty: 4645.014160
	Iteration 3F: 3 clusters Score -1221288 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1222567.125000 Penalty: 4645.014160
	Iteration 4F: 3 clusters Score -1222567 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1224006.625000 Penalty: 4645.014160
	Iteration 5F: 3 clusters Score -1224007 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1225170.375000 Penalty: 4645.014160
	Iteration 6F: 3 clusters Score -1225170 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1225759.125000 Penalty: 4645.014160
	Iteration 7F: 3 clusters Score -1225759 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1226055.625000 Penalty: 4645.014160
	Iteration 8Q: 3 clusters Score -1226056 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1226204.875000 Penalty: 4645.014160
	Iteration 9Q: 3 clusters Score -1226205 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1226302.875000 Penalty: 4645.014160
	Iteration 10Q: 3 clusters Score -1226303 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1226367.625000 Penalty: 4645.014160
	Iteration 11Q: 3 clusters Score -1226368 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1226427.000000 Penalty: 4645.014160
	Iteration 12Q: 3 clusters Score -1226427 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1226469.875000 Penalty: 4645.014160
	Iteration 13Q: 3 clusters Score -1226470 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1226503.875000 Penalty: 4645.014160
	Iteration 14Q: 3 clusters Score -1226504 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1226518.125000 Penalty: 4645.014160
	Iteration 15Q: 3 clusters Score -1226518 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1226526.000000 Penalty: 4645.014160
	Iteration 16Q: 3 clusters Score -1226526 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1226533.000000 Penalty: 4645.014160
	Iteration 17Q: 3 clusters Score -1226533 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1226538.375000 Penalty: 4645.014160
	Iteration 18Q: 3 clusters Score -1226538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1226541.375000 Penalty: 4645.014160
	Iteration 19Q: 3 clusters Score -1226541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1226545.750000 Penalty: 4645.014160
	Iteration 20F: 3 clusters Score -1226546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1226544.125000 Penalty: 4645.014160
	Iteration 21Q: 3 clusters Score -1226544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1226543.125000 Penalty: 4645.014160
	Iteration 22Q: 3 clusters Score -1226543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1226545.250000 Penalty: 4645.014160
	Iteration 23Q: 3 clusters Score -1226545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1226547.125000 Penalty: 4645.014160
	Iteration 24Q: 3 clusters Score -1226547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1226550.000000 Penalty: 4645.014160
	Iteration 25Q: 3 clusters Score -1226550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1226551.500000 Penalty: 4645.014160
	Iteration 26Q: 3 clusters Score -1226552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1226551.500000 Penalty: 4645.014160
	Iteration 27F: 3 clusters Score -1226552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 17414 members 
Mstep: Class 3 contains 3322 members 
Mstep: Class 4 contains 106265 members 
Mstep: Class 5 contains 16260 members 
Mstep: Class 6 contains 14410 members 
Mstep: Class 7 contains 6419 members 
Mstep: Class 8 contains 188704 members 
Mstep: Class 9 contains 11414 members 
Mstep: Class 10 contains 6945 members 
Mstep: Class 11 contains 16644 members 
Mstep: Class 12 contains 7204 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 77876 members 
Mstep: Class 15 contains 2620 members 
Mstep: Class 16 contains 13066 members 
Mstep: Class 17 contains 1449 members 
Mstep: Class 18 contains 183 members 
Mstep: Class 19 contains 37068 members 
Mstep: Class 20 contains 1906 members 
Mstep: Class 21 contains 131695 members 
Mstep: Class 22 contains 3355 members 
Mstep: Class 23 contains 12861 members 
Mstep: Class 24 contains 24792 members 
Mstep: Class 25 contains 40105 members 
Mstep: Class 26 contains 3863 members 
Mstep: Class 27 contains 10953 members 
Mstep: Class 28 contains 25320 members 
Mstep: Class 29 contains 4952 members 
Mstep: Class 30 contains 5955 members 
Mstep: Class 31 contains 14049 members 
Mstep: Class 32 contains 2079 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 153428 members 
Mstep: Class 35 contains 26791 members 
Mstep: Class 36 contains 3617 members 
Mstep: Class 37 contains 59256 members 
Mstep: Class 38 contains 23700 members 
Mstep: Class 39 contains 3158 members 
Mstep: Class 40 contains 1387 members 
Mstep: Class 41 contains 831 members 
Mstep: Class 42 contains 3060 members 
Mstep: Class 43 contains 6043 members 
Mstep: Class 44 contains 568 members 
Mstep: Class 45 contains 8317 members 
Entering Unmasked Estep 
Score: -115127904.000000 Penalty: 155289.359375
Splitting cluster 22 changes total score from -115112896.000000 to -115127904.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 23 (12861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Entering Unmasked Estep 
Score: -1409174.750000 Penalty: 2346.564941
	Iteration 0F: 2 clusters Score -1409175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1399763.625000 Penalty: 4693.129883
	Iteration 0F: 3 clusters Score -1399764 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1402591.625000 Penalty: 4693.129883
	Iteration 1F: 3 clusters Score -1402592 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1402959.125000 Penalty: 4693.129883
	Iteration 2F: 3 clusters Score -1402959 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1403336.500000 Penalty: 4693.129883
	Iteration 3F: 3 clusters Score -1403336 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1403886.375000 Penalty: 4693.129883
	Iteration 4F: 3 clusters Score -1403886 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1404651.375000 Penalty: 4693.129883
	Iteration 5F: 3 clusters Score -1404651 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1405638.750000 Penalty: 4693.129883
	Iteration 6F: 3 clusters Score -1405639 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1406501.375000 Penalty: 4693.129883
	Iteration 7F: 3 clusters Score -1406501 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1407003.750000 Penalty: 4693.129883
	Iteration 8F: 3 clusters Score -1407004 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1407271.500000 Penalty: 4693.129883
	Iteration 9Q: 3 clusters Score -1407272 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1407433.125000 Penalty: 4693.129883
	Iteration 10Q: 3 clusters Score -1407433 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1407516.375000 Penalty: 4693.129883
	Iteration 11Q: 3 clusters Score -1407516 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1407569.500000 Penalty: 4693.129883
	Iteration 12Q: 3 clusters Score -1407570 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1407600.125000 Penalty: 4693.129883
	Iteration 13Q: 3 clusters Score -1407600 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1407635.625000 Penalty: 4693.129883
	Iteration 14Q: 3 clusters Score -1407636 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1407669.375000 Penalty: 4693.129883
	Iteration 15Q: 3 clusters Score -1407669 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1407690.750000 Penalty: 4693.129883
	Iteration 16Q: 3 clusters Score -1407691 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1407703.125000 Penalty: 4693.129883
	Iteration 17Q: 3 clusters Score -1407703 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1407715.875000 Penalty: 4693.129883
	Iteration 18Q: 3 clusters Score -1407716 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1407729.125000 Penalty: 4693.129883
	Iteration 19Q: 3 clusters Score -1407729 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1407738.875000 Penalty: 4693.129883
	Iteration 20F: 3 clusters Score -1407739 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1407753.250000 Penalty: 4693.129883
	Iteration 21Q: 3 clusters Score -1407753 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1407752.875000 Penalty: 4693.129883
	Iteration 22Q: 3 clusters Score -1407753 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1407763.625000 Penalty: 4693.129883
	Iteration 23Q: 3 clusters Score -1407764 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1407780.500000 Penalty: 4693.129883
	Iteration 24Q: 3 clusters Score -1407780 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1407789.250000 Penalty: 4693.129883
	Iteration 25Q: 3 clusters Score -1407789 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1407797.000000 Penalty: 4693.129883
	Iteration 26Q: 3 clusters Score -1407797 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1407807.125000 Penalty: 4693.129883
	Iteration 27Q: 3 clusters Score -1407807 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1407812.750000 Penalty: 4693.129883
	Iteration 28Q: 3 clusters Score -1407813 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1407815.125000 Penalty: 4693.129883
	Iteration 29Q: 3 clusters Score -1407815 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1407824.375000 Penalty: 4693.129883
	Iteration 30Q: 3 clusters Score -1407824 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1407836.750000 Penalty: 4693.129883
	Iteration 31Q: 3 clusters Score -1407837 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1407842.375000 Penalty: 4693.129883
	Iteration 32Q: 3 clusters Score -1407842 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1407852.750000 Penalty: 4693.129883
	Iteration 33Q: 3 clusters Score -1407853 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1407857.875000 Penalty: 4693.129883
	Iteration 34Q: 3 clusters Score -1407858 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1407864.625000 Penalty: 4693.129883
	Iteration 35Q: 3 clusters Score -1407865 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1407865.750000 Penalty: 4693.129883
	Iteration 36Q: 3 clusters Score -1407866 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1407867.375000 Penalty: 4693.129883
	Iteration 37Q: 3 clusters Score -1407867 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1407870.625000 Penalty: 4693.129883
	Iteration 38Q: 3 clusters Score -1407871 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1407873.000000 Penalty: 4693.129883
	Iteration 39Q: 3 clusters Score -1407873 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1407874.500000 Penalty: 4693.129883
	Iteration 40F: 3 clusters Score -1407874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1407877.375000 Penalty: 4693.129883
	Iteration 41Q: 3 clusters Score -1407877 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1407878.500000 Penalty: 4693.129883
	Iteration 42Q: 3 clusters Score -1407878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1407879.500000 Penalty: 4693.129883
	Iteration 43Q: 3 clusters Score -1407880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1407883.625000 Penalty: 4693.129883
	Iteration 44Q: 3 clusters Score -1407884 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1407896.125000 Penalty: 4693.129883
	Iteration 45Q: 3 clusters Score -1407896 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1407898.125000 Penalty: 4693.129883
	Iteration 46Q: 3 clusters Score -1407898 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1407905.250000 Penalty: 4693.129883
	Iteration 47Q: 3 clusters Score -1407905 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1407909.125000 Penalty: 4693.129883
	Iteration 48Q: 3 clusters Score -1407909 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1407907.375000 Penalty: 4693.129883
	Iteration 49Q: 3 clusters Score -1407907 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1407909.375000 Penalty: 4693.129883
	Iteration 50Q: 3 clusters Score -1407909 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1407915.750000 Penalty: 4693.129883
	Iteration 51Q: 3 clusters Score -1407916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1407917.875000 Penalty: 4693.129883
	Iteration 52Q: 3 clusters Score -1407918 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1407923.375000 Penalty: 4693.129883
	Iteration 53Q: 3 clusters Score -1407923 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1407926.375000 Penalty: 4693.129883
	Iteration 54Q: 3 clusters Score -1407926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1407927.500000 Penalty: 4693.129883
	Iteration 55Q: 3 clusters Score -1407928 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1407929.750000 Penalty: 4693.129883
	Iteration 56Q: 3 clusters Score -1407930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1407929.750000 Penalty: 4693.129883
	Iteration 57Q: 3 clusters Score -1407930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1407940.125000 Penalty: 4693.129883
	Iteration 58Q: 3 clusters Score -1407940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1407946.250000 Penalty: 4693.129883
	Iteration 59Q: 3 clusters Score -1407946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1407947.750000 Penalty: 4693.129883
	Iteration 60F: 3 clusters Score -1407948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1407946.125000 Penalty: 4693.129883
	Iteration 61Q: 3 clusters Score -1407946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1407947.625000 Penalty: 4693.129883
	Iteration 62Q: 3 clusters Score -1407948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1407950.250000 Penalty: 4693.129883
	Iteration 63Q: 3 clusters Score -1407950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1407951.000000 Penalty: 4693.129883
	Iteration 64Q: 3 clusters Score -1407951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1407951.750000 Penalty: 4693.129883
	Iteration 65Q: 3 clusters Score -1407952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1407953.750000 Penalty: 4693.129883
	Iteration 66Q: 3 clusters Score -1407954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1407954.500000 Penalty: 4693.129883
	Iteration 67Q: 3 clusters Score -1407954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1407956.000000 Penalty: 4693.129883
	Iteration 68Q: 3 clusters Score -1407956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1407959.875000 Penalty: 4693.129883
	Iteration 69Q: 3 clusters Score -1407960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1407958.625000 Penalty: 4693.129883
	Iteration 70Q: 3 clusters Score -1407959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1407959.125000 Penalty: 4693.129883
	Iteration 71Q: 3 clusters Score -1407959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1407961.250000 Penalty: 4693.129883
	Iteration 72Q: 3 clusters Score -1407961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1407965.250000 Penalty: 4693.129883
	Iteration 73Q: 3 clusters Score -1407965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1407968.750000 Penalty: 4693.129883
	Iteration 74Q: 3 clusters Score -1407969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1407966.500000 Penalty: 4693.129883
	Iteration 75Q: 3 clusters Score -1407966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1407968.625000 Penalty: 4693.129883
	Iteration 76Q: 3 clusters Score -1407969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1407965.250000 Penalty: 4693.129883
	Iteration 77Q: 3 clusters Score -1407965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1407968.375000 Penalty: 4693.129883
	Iteration 78Q: 3 clusters Score -1407968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1407970.625000 Penalty: 4693.129883
	Iteration 79Q: 3 clusters Score -1407971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1407971.500000 Penalty: 4693.129883
	Iteration 80F: 3 clusters Score -1407972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1407972.000000 Penalty: 4693.129883
	Iteration 81Q: 3 clusters Score -1407972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1407973.125000 Penalty: 4693.129883
	Iteration 82Q: 3 clusters Score -1407973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1407973.625000 Penalty: 4693.129883
	Iteration 83Q: 3 clusters Score -1407974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1407980.125000 Penalty: 4693.129883
	Iteration 84Q: 3 clusters Score -1407980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1407978.125000 Penalty: 4693.129883
	Iteration 85Q: 3 clusters Score -1407978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1407982.250000 Penalty: 4693.129883
	Iteration 86Q: 3 clusters Score -1407982 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1407985.250000 Penalty: 4693.129883
	Iteration 87Q: 3 clusters Score -1407985 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1407993.125000 Penalty: 4693.129883
	Iteration 88Q: 3 clusters Score -1407993 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1407995.750000 Penalty: 4693.129883
	Iteration 89Q: 3 clusters Score -1407996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1407998.750000 Penalty: 4693.129883
	Iteration 90Q: 3 clusters Score -1407999 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1408006.250000 Penalty: 4693.129883
	Iteration 91Q: 3 clusters Score -1408006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1408010.000000 Penalty: 4693.129883
	Iteration 92Q: 3 clusters Score -1408010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1408011.125000 Penalty: 4693.129883
	Iteration 93Q: 3 clusters Score -1408011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1408008.625000 Penalty: 4693.129883
	Iteration 94Q: 3 clusters Score -1408009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1408010.625000 Penalty: 4693.129883
	Iteration 95Q: 3 clusters Score -1408011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1408008.875000 Penalty: 4693.129883
	Iteration 96Q: 3 clusters Score -1408009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1408012.000000 Penalty: 4693.129883
	Iteration 97Q: 3 clusters Score -1408012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1408013.000000 Penalty: 4693.129883
	Iteration 98Q: 3 clusters Score -1408013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1408014.750000 Penalty: 4693.129883
	Iteration 99Q: 3 clusters Score -1408015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1408017.750000 Penalty: 4693.129883
	Iteration 100F: 3 clusters Score -1408018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1408012.250000 Penalty: 4693.129883
	Iteration 101Q: 3 clusters Score -1408012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1408012.625000 Penalty: 4693.129883
	Iteration 102Q: 3 clusters Score -1408013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1408011.875000 Penalty: 4693.129883
	Iteration 103Q: 3 clusters Score -1408012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1408015.000000 Penalty: 4693.129883
	Iteration 104Q: 3 clusters Score -1408015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1408014.500000 Penalty: 4693.129883
	Iteration 105Q: 3 clusters Score -1408014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1408015.500000 Penalty: 4693.129883
	Iteration 106Q: 3 clusters Score -1408016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1408015.500000 Penalty: 4693.129883
	Iteration 107Q: 3 clusters Score -1408016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1408015.250000 Penalty: 4693.129883
	Iteration 108Q: 3 clusters Score -1408015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1408015.250000 Penalty: 4693.129883
	Iteration 109F: 3 clusters Score -1408015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (24792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Entering Unmasked Estep 
Score: -2665806.000000 Penalty: 2509.332520
	Iteration 0F: 2 clusters Score -2665806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -2648691.250000 Penalty: 5018.665039
	Iteration 0F: 3 clusters Score -2648691 nChanged 11040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -2655528.000000 Penalty: 5018.665039
	Iteration 1F: 3 clusters Score -2655528 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -2656747.250000 Penalty: 5018.665039
	Iteration 2F: 3 clusters Score -2656747 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -2657971.750000 Penalty: 5018.665039
	Iteration 3F: 3 clusters Score -2657972 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -2659001.250000 Penalty: 5018.665039
	Iteration 4F: 3 clusters Score -2659001 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -2659826.000000 Penalty: 5018.665039
	Iteration 5F: 3 clusters Score -2659826 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -2660683.750000 Penalty: 5018.665039
	Iteration 6F: 3 clusters Score -2660684 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -2661497.750000 Penalty: 5018.665039
	Iteration 7Q: 3 clusters Score -2661498 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -2662200.750000 Penalty: 5018.665039
	Iteration 8Q: 3 clusters Score -2662201 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -2662709.750000 Penalty: 5018.665039
	Iteration 9Q: 3 clusters Score -2662710 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -2663053.750000 Penalty: 5018.665039
	Iteration 10Q: 3 clusters Score -2663054 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -2663292.750000 Penalty: 5018.665039
	Iteration 11Q: 3 clusters Score -2663293 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -2663457.500000 Penalty: 5018.665039
	Iteration 12Q: 3 clusters Score -2663458 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -2663603.250000 Penalty: 5018.665039
	Iteration 13Q: 3 clusters Score -2663603 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -2663729.500000 Penalty: 5018.665039
	Iteration 14Q: 3 clusters Score -2663730 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -2663820.250000 Penalty: 5018.665039
	Iteration 15Q: 3 clusters Score -2663820 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -2663917.750000 Penalty: 5018.665039
	Iteration 16Q: 3 clusters Score -2663918 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -2663995.500000 Penalty: 5018.665039
	Iteration 17Q: 3 clusters Score -2663996 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -2664056.250000 Penalty: 5018.665039
	Iteration 18Q: 3 clusters Score -2664056 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -2664119.750000 Penalty: 5018.665039
	Iteration 19Q: 3 clusters Score -2664120 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -2664186.500000 Penalty: 5018.665039
	Iteration 20F: 3 clusters Score -2664186 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -2664264.000000 Penalty: 5018.665039
	Iteration 21Q: 3 clusters Score -2664264 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -2664343.250000 Penalty: 5018.665039
	Iteration 22Q: 3 clusters Score -2664343 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -2664412.000000 Penalty: 5018.665039
	Iteration 23Q: 3 clusters Score -2664412 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -2664498.500000 Penalty: 5018.665039
	Iteration 24Q: 3 clusters Score -2664498 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -2664581.750000 Penalty: 5018.665039
	Iteration 25Q: 3 clusters Score -2664582 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -2664663.750000 Penalty: 5018.665039
	Iteration 26Q: 3 clusters Score -2664664 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -2664762.000000 Penalty: 5018.665039
	Iteration 27Q: 3 clusters Score -2664762 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -2664850.750000 Penalty: 5018.665039
	Iteration 28Q: 3 clusters Score -2664851 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -2664959.750000 Penalty: 5018.665039
	Iteration 29Q: 3 clusters Score -2664960 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -2665068.250000 Penalty: 5018.665039
	Iteration 30Q: 3 clusters Score -2665068 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -2665152.750000 Penalty: 5018.665039
	Iteration 31Q: 3 clusters Score -2665153 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -2665238.250000 Penalty: 5018.665039
	Iteration 32Q: 3 clusters Score -2665238 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -2665304.250000 Penalty: 5018.665039
	Iteration 33Q: 3 clusters Score -2665304 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -2665359.500000 Penalty: 5018.665039
	Iteration 34Q: 3 clusters Score -2665360 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -2665428.500000 Penalty: 5018.665039
	Iteration 35Q: 3 clusters Score -2665428 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -2665471.250000 Penalty: 5018.665039
	Iteration 36Q: 3 clusters Score -2665471 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -2665540.000000 Penalty: 5018.665039
	Iteration 37Q: 3 clusters Score -2665540 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -2665611.000000 Penalty: 5018.665039
	Iteration 38Q: 3 clusters Score -2665611 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -2665698.500000 Penalty: 5018.665039
	Iteration 39Q: 3 clusters Score -2665698 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -2665854.500000 Penalty: 5018.665039
	Iteration 40F: 3 clusters Score -2665854 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -2665992.000000 Penalty: 5018.665039
	Iteration 41Q: 3 clusters Score -2665992 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -2666111.250000 Penalty: 5018.665039
	Iteration 42Q: 3 clusters Score -2666111 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -2666199.500000 Penalty: 5018.665039
	Iteration 43Q: 3 clusters Score -2666200 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -2666254.750000 Penalty: 5018.665039
	Iteration 44Q: 3 clusters Score -2666255 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -2666287.500000 Penalty: 5018.665039
	Iteration 45Q: 3 clusters Score -2666288 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -2666303.500000 Penalty: 5018.665039
	Iteration 46Q: 3 clusters Score -2666304 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -2666328.500000 Penalty: 5018.665039
	Iteration 47Q: 3 clusters Score -2666328 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -2666339.250000 Penalty: 5018.665039
	Iteration 48Q: 3 clusters Score -2666339 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -2666347.250000 Penalty: 5018.665039
	Iteration 49Q: 3 clusters Score -2666347 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -2666346.250000 Penalty: 5018.665039
	Iteration 50Q: 3 clusters Score -2666346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -2666350.000000 Penalty: 5018.665039
	Iteration 51Q: 3 clusters Score -2666350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -2666354.500000 Penalty: 5018.665039
	Iteration 52Q: 3 clusters Score -2666354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -2666361.000000 Penalty: 5018.665039
	Iteration 53Q: 3 clusters Score -2666361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -2666362.500000 Penalty: 5018.665039
	Iteration 54Q: 3 clusters Score -2666362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -2666362.500000 Penalty: 5018.665039
	Iteration 55F: 3 clusters Score -2666362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 17414 members 
Mstep: Class 3 contains 3322 members 
Mstep: Class 4 contains 106265 members 
Mstep: Class 5 contains 16260 members 
Mstep: Class 6 contains 14410 members 
Mstep: Class 7 contains 6419 members 
Mstep: Class 8 contains 188704 members 
Mstep: Class 9 contains 11414 members 
Mstep: Class 10 contains 6945 members 
Mstep: Class 11 contains 16644 members 
Mstep: Class 12 contains 7204 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 77876 members 
Mstep: Class 15 contains 2620 members 
Mstep: Class 16 contains 13066 members 
Mstep: Class 17 contains 1449 members 
Mstep: Class 18 contains 183 members 
Mstep: Class 19 contains 37068 members 
Mstep: Class 20 contains 1906 members 
Mstep: Class 21 contains 131695 members 
Mstep: Class 22 contains 3355 members 
Mstep: Class 23 contains 12861 members 
Mstep: Class 24 contains 2916 members 
Mstep: Class 25 contains 40105 members 
Mstep: Class 26 contains 3863 members 
Mstep: Class 27 contains 10953 members 
Mstep: Class 28 contains 25320 members 
Mstep: Class 29 contains 4952 members 
Mstep: Class 30 contains 5955 members 
Mstep: Class 31 contains 14049 members 
Mstep: Class 32 contains 2079 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 153428 members 
Mstep: Class 35 contains 26791 members 
Mstep: Class 36 contains 3617 members 
Mstep: Class 37 contains 59256 members 
Mstep: Class 38 contains 23700 members 
Mstep: Class 39 contains 3158 members 
Mstep: Class 40 contains 1387 members 
Mstep: Class 41 contains 831 members 
Mstep: Class 42 contains 3060 members 
Mstep: Class 43 contains 6043 members 
Mstep: Class 44 contains 568 members 
Mstep: Class 45 contains 8317 members 
Mstep: Class 46 contains 21876 members 
Entering Unmasked Estep 
Score: -115127928.000000 Penalty: 158740.234375
Splitting cluster 24 changes total score from -115112896.000000 to -115127928.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 25 (40105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40105 members 
Entering Unmasked Estep 
Score: -4284911.000000 Penalty: 2628.615723
	Iteration 0F: 2 clusters Score -4284911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -4257843.500000 Penalty: 5257.231445
	Iteration 0F: 3 clusters Score -4257844 nChanged 18341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -4268164.500000 Penalty: 5257.231445
	Iteration 1F: 3 clusters Score -4268164 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -4269219.500000 Penalty: 5257.231445
	Iteration 2F: 3 clusters Score -4269220 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -4270692.000000 Penalty: 5257.231445
	Iteration 3F: 3 clusters Score -4270692 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -4272903.500000 Penalty: 5257.231445
	Iteration 4F: 3 clusters Score -4272904 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -4275615.500000 Penalty: 5257.231445
	Iteration 5F: 3 clusters Score -4275616 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -4278460.500000 Penalty: 5257.231445
	Iteration 6F: 3 clusters Score -4278460 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -4281101.500000 Penalty: 5257.231445
	Iteration 7F: 3 clusters Score -4281102 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
Score: -4283223.000000 Penalty: 5257.231445
	Iteration 8F: 3 clusters Score -4283223 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -4284332.000000 Penalty: 5257.231445
	Iteration 9Q: 3 clusters Score -4284332 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -4284804.500000 Penalty: 5257.231445
	Iteration 10Q: 3 clusters Score -4284804 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -4285019.000000 Penalty: 5257.231445
	Iteration 11Q: 3 clusters Score -4285019 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -4285205.000000 Penalty: 5257.231445
	Iteration 12Q: 3 clusters Score -4285205 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 30055 members 
Entering Unmasked Estep 
Score: -4285308.500000 Penalty: 5257.231445
	Iteration 13Q: 3 clusters Score -4285308 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -4285377.500000 Penalty: 5257.231445
	Iteration 14Q: 3 clusters Score -4285378 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 30528 members 
Entering Unmasked Estep 
Score: -4285447.000000 Penalty: 5257.231445
	Iteration 15Q: 3 clusters Score -4285447 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 30698 members 
Entering Unmasked Estep 
Score: -4285487.500000 Penalty: 5257.231445
	Iteration 16Q: 3 clusters Score -4285488 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -4285505.500000 Penalty: 5257.231445
	Iteration 17Q: 3 clusters Score -4285506 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -4285544.000000 Penalty: 5257.231445
	Iteration 18Q: 3 clusters Score -4285544 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -4285533.000000 Penalty: 5257.231445
	Iteration 19Q: 3 clusters Score -4285533 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
Score: -4285555.000000 Penalty: 5257.231445
	Iteration 20F: 3 clusters Score -4285555 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
Score: -4285553.000000 Penalty: 5257.231445
	Iteration 21Q: 3 clusters Score -4285553 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -4285565.500000 Penalty: 5257.231445
	Iteration 22Q: 3 clusters Score -4285566 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -4285582.000000 Penalty: 5257.231445
	Iteration 23Q: 3 clusters Score -4285582 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 31435 members 
Entering Unmasked Estep 
Score: -4285580.500000 Penalty: 5257.231445
	Iteration 24Q: 3 clusters Score -4285580 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -4285588.000000 Penalty: 5257.231445
	Iteration 25Q: 3 clusters Score -4285588 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
Score: -4285588.500000 Penalty: 5257.231445
	Iteration 26Q: 3 clusters Score -4285588 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 31562 members 
Entering Unmasked Estep 
Score: -4285585.500000 Penalty: 5257.231445
	Iteration 27Q: 3 clusters Score -4285586 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -4285593.000000 Penalty: 5257.231445
	Iteration 28Q: 3 clusters Score -4285593 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -4285609.500000 Penalty: 5257.231445
	Iteration 29Q: 3 clusters Score -4285610 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
Score: -4285608.500000 Penalty: 5257.231445
	Iteration 30Q: 3 clusters Score -4285608 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 31693 members 
Entering Unmasked Estep 
Score: -4285604.000000 Penalty: 5257.231445
	Iteration 31Q: 3 clusters Score -4285604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 31723 members 
Entering Unmasked Estep 
Score: -4285616.500000 Penalty: 5257.231445
	Iteration 32Q: 3 clusters Score -4285616 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -4285607.000000 Penalty: 5257.231445
	Iteration 33Q: 3 clusters Score -4285607 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -4285611.000000 Penalty: 5257.231445
	Iteration 34Q: 3 clusters Score -4285611 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 31811 members 
Entering Unmasked Estep 
Score: -4285614.500000 Penalty: 5257.231445
	Iteration 35Q: 3 clusters Score -4285614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -4285611.500000 Penalty: 5257.231445
	Iteration 36Q: 3 clusters Score -4285612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -4285621.000000 Penalty: 5257.231445
	Iteration 37Q: 3 clusters Score -4285621 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -4285630.000000 Penalty: 5257.231445
	Iteration 38Q: 3 clusters Score -4285630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
Score: -4285633.000000 Penalty: 5257.231445
	Iteration 39Q: 3 clusters Score -4285633 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -4285638.000000 Penalty: 5257.231445
	Iteration 40F: 3 clusters Score -4285638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -4285641.500000 Penalty: 5257.231445
	Iteration 41Q: 3 clusters Score -4285642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -4285643.000000 Penalty: 5257.231445
	Iteration 42Q: 3 clusters Score -4285643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 31956 members 
Entering Unmasked Estep 
Score: -4285639.500000 Penalty: 5257.231445
	Iteration 43Q: 3 clusters Score -4285640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
Score: -4285636.500000 Penalty: 5257.231445
	Iteration 44Q: 3 clusters Score -4285636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 31983 members 
Entering Unmasked Estep 
Score: -4285635.500000 Penalty: 5257.231445
	Iteration 45Q: 3 clusters Score -4285636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -4285634.500000 Penalty: 5257.231445
	Iteration 46Q: 3 clusters Score -4285634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -4285634.500000 Penalty: 5257.231445
	Iteration 47Q: 3 clusters Score -4285634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -4285638.500000 Penalty: 5257.231445
	Iteration 48Q: 3 clusters Score -4285638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -4285642.500000 Penalty: 5257.231445
	Iteration 49Q: 3 clusters Score -4285642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 32003 members 
Entering Unmasked Estep 
Score: -4285638.000000 Penalty: 5257.231445
	Iteration 50Q: 3 clusters Score -4285638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -4285640.000000 Penalty: 5257.231445
	Iteration 51Q: 3 clusters Score -4285640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -4285640.500000 Penalty: 5257.231445
	Iteration 52Q: 3 clusters Score -4285640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -4285640.500000 Penalty: 5257.231445
	Iteration 53F: 3 clusters Score -4285640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 17414 members 
Mstep: Class 3 contains 3322 members 
Mstep: Class 4 contains 106265 members 
Mstep: Class 5 contains 16260 members 
Mstep: Class 6 contains 14410 members 
Mstep: Class 7 contains 6419 members 
Mstep: Class 8 contains 188704 members 
Mstep: Class 9 contains 11414 members 
Mstep: Class 10 contains 6945 members 
Mstep: Class 11 contains 16644 members 
Mstep: Class 12 contains 7204 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 77876 members 
Mstep: Class 15 contains 2620 members 
Mstep: Class 16 contains 13066 members 
Mstep: Class 17 contains 1449 members 
Mstep: Class 18 contains 183 members 
Mstep: Class 19 contains 37068 members 
Mstep: Class 20 contains 1906 members 
Mstep: Class 21 contains 131695 members 
Mstep: Class 22 contains 3355 members 
Mstep: Class 23 contains 12861 members 
Mstep: Class 24 contains 2916 members 
Mstep: Class 25 contains 8099 members 
Mstep: Class 26 contains 3863 members 
Mstep: Class 27 contains 10953 members 
Mstep: Class 28 contains 25320 members 
Mstep: Class 29 contains 4952 members 
Mstep: Class 30 contains 5955 members 
Mstep: Class 31 contains 14049 members 
Mstep: Class 32 contains 2079 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 153428 members 
Mstep: Class 35 contains 26791 members 
Mstep: Class 36 contains 3617 members 
Mstep: Class 37 contains 59256 members 
Mstep: Class 38 contains 23700 members 
Mstep: Class 39 contains 3158 members 
Mstep: Class 40 contains 1387 members 
Mstep: Class 41 contains 831 members 
Mstep: Class 42 contains 3060 members 
Mstep: Class 43 contains 6043 members 
Mstep: Class 44 contains 568 members 
Mstep: Class 45 contains 8317 members 
Mstep: Class 46 contains 21876 members 
Mstep: Class 47 contains 32006 members 
Entering Unmasked Estep 
Score: -115128312.000000 Penalty: 162191.109375
Splitting cluster 25 changes total score from -115112896.000000 to -115128312.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 26 (3863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Entering Unmasked Estep 
Score: -409664.937500 Penalty: 2048.281494
	Iteration 0F: 2 clusters Score -409664.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -405855.968750 Penalty: 4096.562988
	Iteration 0F: 3 clusters Score -405856 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -406775.468750 Penalty: 4096.562988
	Iteration 1F: 3 clusters Score -406775.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -407017.250000 Penalty: 4096.562988
	Iteration 2F: 3 clusters Score -407017.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -407198.343750 Penalty: 4096.562988
	Iteration 3F: 3 clusters Score -407198.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -407325.000000 Penalty: 4096.562988
	Iteration 4Q: 3 clusters Score -407325 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -407436.468750 Penalty: 4096.562988
	Iteration 5Q: 3 clusters Score -407436.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -407517.250000 Penalty: 4096.562988
	Iteration 6Q: 3 clusters Score -407517.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -407573.562500 Penalty: 4096.562988
	Iteration 7Q: 3 clusters Score -407573.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -407612.250000 Penalty: 4096.562988
	Iteration 8Q: 3 clusters Score -407612.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -407648.406250 Penalty: 4096.562988
	Iteration 9Q: 3 clusters Score -407648.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -407682.437500 Penalty: 4096.562988
	Iteration 10Q: 3 clusters Score -407682.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -407709.656250 Penalty: 4096.562988
	Iteration 11Q: 3 clusters Score -407709.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -407732.375000 Penalty: 4096.562988
	Iteration 12Q: 3 clusters Score -407732.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -407748.187500 Penalty: 4096.562988
	Iteration 13Q: 3 clusters Score -407748.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -407761.562500 Penalty: 4096.562988
	Iteration 14Q: 3 clusters Score -407761.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -407777.000000 Penalty: 4096.562988
	Iteration 15Q: 3 clusters Score -407777 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -407789.000000 Penalty: 4096.562988
	Iteration 16Q: 3 clusters Score -407789 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -407801.875000 Penalty: 4096.562988
	Iteration 17Q: 3 clusters Score -407801.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -407811.156250 Penalty: 4096.562988
	Iteration 18Q: 3 clusters Score -407811.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -407816.812500 Penalty: 4096.562988
	Iteration 19Q: 3 clusters Score -407816.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -407822.875000 Penalty: 4096.562988
	Iteration 20F: 3 clusters Score -407822.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -407830.531250 Penalty: 4096.562988
	Iteration 21Q: 3 clusters Score -407830.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -407832.968750 Penalty: 4096.562988
	Iteration 22Q: 3 clusters Score -407833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -407836.000000 Penalty: 4096.562988
	Iteration 23Q: 3 clusters Score -407836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -407838.937500 Penalty: 4096.562988
	Iteration 24Q: 3 clusters Score -407838.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -407841.781250 Penalty: 4096.562988
	Iteration 25Q: 3 clusters Score -407841.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -407844.562500 Penalty: 4096.562988
	Iteration 26Q: 3 clusters Score -407844.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -407846.906250 Penalty: 4096.562988
	Iteration 27Q: 3 clusters Score -407846.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -407851.218750 Penalty: 4096.562988
	Iteration 28Q: 3 clusters Score -407851.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -407851.718750 Penalty: 4096.562988
	Iteration 29Q: 3 clusters Score -407851.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -407853.812500 Penalty: 4096.562988
	Iteration 30Q: 3 clusters Score -407853.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -407856.343750 Penalty: 4096.562988
	Iteration 31Q: 3 clusters Score -407856.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -407857.156250 Penalty: 4096.562988
	Iteration 32Q: 3 clusters Score -407857.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -407857.156250 Penalty: 4096.562988
	Iteration 33F: 3 clusters Score -407857.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Entering Unmasked Estep 
Score: -1007272.875000 Penalty: 2306.739502
	Iteration 0F: 2 clusters Score -1007273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -999005.687500 Penalty: 4613.479004
	Iteration 0F: 3 clusters Score -999005.7 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1001504.687500 Penalty: 4613.479004
	Iteration 1F: 3 clusters Score -1001505 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1001977.312500 Penalty: 4613.479004
	Iteration 2F: 3 clusters Score -1001977 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1002319.500000 Penalty: 4613.479004
	Iteration 3F: 3 clusters Score -1002320 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1002675.312500 Penalty: 4613.479004
	Iteration 4F: 3 clusters Score -1002675 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1003046.250000 Penalty: 4613.479004
	Iteration 5F: 3 clusters Score -1003046 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1003398.812500 Penalty: 4613.479004
	Iteration 6F: 3 clusters Score -1003399 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1003739.437500 Penalty: 4613.479004
	Iteration 7Q: 3 clusters Score -1003739 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1004047.437500 Penalty: 4613.479004
	Iteration 8Q: 3 clusters Score -1004047 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1004325.937500 Penalty: 4613.479004
	Iteration 9Q: 3 clusters Score -1004326 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1004594.750000 Penalty: 4613.479004
	Iteration 10Q: 3 clusters Score -1004595 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1004807.875000 Penalty: 4613.479004
	Iteration 11Q: 3 clusters Score -1004808 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1004961.375000 Penalty: 4613.479004
	Iteration 12Q: 3 clusters Score -1004961 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1005072.187500 Penalty: 4613.479004
	Iteration 13Q: 3 clusters Score -1005072 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1005150.687500 Penalty: 4613.479004
	Iteration 14Q: 3 clusters Score -1005151 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1005223.562500 Penalty: 4613.479004
	Iteration 15Q: 3 clusters Score -1005224 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1005266.812500 Penalty: 4613.479004
	Iteration 16Q: 3 clusters Score -1005267 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1005294.937500 Penalty: 4613.479004
	Iteration 17Q: 3 clusters Score -1005295 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1005324.625000 Penalty: 4613.479004
	Iteration 18Q: 3 clusters Score -1005325 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1005353.062500 Penalty: 4613.479004
	Iteration 19Q: 3 clusters Score -1005353 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1005371.187500 Penalty: 4613.479004
	Iteration 20F: 3 clusters Score -1005371 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1005389.375000 Penalty: 4613.479004
	Iteration 21Q: 3 clusters Score -1005389 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1005400.062500 Penalty: 4613.479004
	Iteration 22Q: 3 clusters Score -1005400 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1005407.312500 Penalty: 4613.479004
	Iteration 23Q: 3 clusters Score -1005407 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1005415.187500 Penalty: 4613.479004
	Iteration 24Q: 3 clusters Score -1005415 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1005425.687500 Penalty: 4613.479004
	Iteration 25Q: 3 clusters Score -1005426 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1005434.000000 Penalty: 4613.479004
	Iteration 26Q: 3 clusters Score -1005434 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1005439.312500 Penalty: 4613.479004
	Iteration 27Q: 3 clusters Score -1005439 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1005450.375000 Penalty: 4613.479004
	Iteration 28Q: 3 clusters Score -1005450 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1005457.375000 Penalty: 4613.479004
	Iteration 29Q: 3 clusters Score -1005457 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1005466.500000 Penalty: 4613.479004
	Iteration 30Q: 3 clusters Score -1005466 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1005471.812500 Penalty: 4613.479004
	Iteration 31Q: 3 clusters Score -1005472 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1005475.062500 Penalty: 4613.479004
	Iteration 32Q: 3 clusters Score -1005475 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1005479.375000 Penalty: 4613.479004
	Iteration 33Q: 3 clusters Score -1005479 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1005484.000000 Penalty: 4613.479004
	Iteration 34Q: 3 clusters Score -1005484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1005484.562500 Penalty: 4613.479004
	Iteration 35Q: 3 clusters Score -1005485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1005489.625000 Penalty: 4613.479004
	Iteration 36Q: 3 clusters Score -1005490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1005487.062500 Penalty: 4613.479004
	Iteration 37Q: 3 clusters Score -1005487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1005488.250000 Penalty: 4613.479004
	Iteration 38Q: 3 clusters Score -1005488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1005492.375000 Penalty: 4613.479004
	Iteration 39Q: 3 clusters Score -1005492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1005494.187500 Penalty: 4613.479004
	Iteration 40F: 3 clusters Score -1005494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1005494.062500 Penalty: 4613.479004
	Iteration 41Q: 3 clusters Score -1005494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1005493.125000 Penalty: 4613.479004
	Iteration 42Q: 3 clusters Score -1005493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1005495.750000 Penalty: 4613.479004
	Iteration 43Q: 3 clusters Score -1005496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1005495.937500 Penalty: 4613.479004
	Iteration 44Q: 3 clusters Score -1005496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1005500.375000 Penalty: 4613.479004
	Iteration 45Q: 3 clusters Score -1005500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1005499.562500 Penalty: 4613.479004
	Iteration 46Q: 3 clusters Score -1005500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1005503.375000 Penalty: 4613.479004
	Iteration 47Q: 3 clusters Score -1005503 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1005505.250000 Penalty: 4613.479004
	Iteration 48Q: 3 clusters Score -1005505 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1005512.875000 Penalty: 4613.479004
	Iteration 49Q: 3 clusters Score -1005513 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1005517.437500 Penalty: 4613.479004
	Iteration 50Q: 3 clusters Score -1005517 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1005524.500000 Penalty: 4613.479004
	Iteration 51Q: 3 clusters Score -1005524 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1005533.562500 Penalty: 4613.479004
	Iteration 52Q: 3 clusters Score -1005534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1005540.812500 Penalty: 4613.479004
	Iteration 53Q: 3 clusters Score -1005541 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1005551.500000 Penalty: 4613.479004
	Iteration 54Q: 3 clusters Score -1005552 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1005568.062500 Penalty: 4613.479004
	Iteration 55Q: 3 clusters Score -1005568 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1005580.687500 Penalty: 4613.479004
	Iteration 56Q: 3 clusters Score -1005581 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1005593.750000 Penalty: 4613.479004
	Iteration 57Q: 3 clusters Score -1005594 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1005605.375000 Penalty: 4613.479004
	Iteration 58Q: 3 clusters Score -1005605 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1005618.250000 Penalty: 4613.479004
	Iteration 59Q: 3 clusters Score -1005618 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1005626.312500 Penalty: 4613.479004
	Iteration 60F: 3 clusters Score -1005626 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1005634.812500 Penalty: 4613.479004
	Iteration 61Q: 3 clusters Score -1005635 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1005639.875000 Penalty: 4613.479004
	Iteration 62Q: 3 clusters Score -1005640 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1005646.250000 Penalty: 4613.479004
	Iteration 63Q: 3 clusters Score -1005646 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1005656.312500 Penalty: 4613.479004
	Iteration 64Q: 3 clusters Score -1005656 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1005663.000000 Penalty: 4613.479004
	Iteration 65Q: 3 clusters Score -1005663 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1005670.812500 Penalty: 4613.479004
	Iteration 66Q: 3 clusters Score -1005671 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1005686.687500 Penalty: 4613.479004
	Iteration 67Q: 3 clusters Score -1005687 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1005700.250000 Penalty: 4613.479004
	Iteration 68Q: 3 clusters Score -1005700 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1005706.687500 Penalty: 4613.479004
	Iteration 69Q: 3 clusters Score -1005707 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1005721.062500 Penalty: 4613.479004
	Iteration 70Q: 3 clusters Score -1005721 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1005732.187500 Penalty: 4613.479004
	Iteration 71Q: 3 clusters Score -1005732 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1005739.312500 Penalty: 4613.479004
	Iteration 72Q: 3 clusters Score -1005739 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1005745.312500 Penalty: 4613.479004
	Iteration 73Q: 3 clusters Score -1005745 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1005750.250000 Penalty: 4613.479004
	Iteration 74Q: 3 clusters Score -1005750 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1005758.812500 Penalty: 4613.479004
	Iteration 75Q: 3 clusters Score -1005759 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1005763.937500 Penalty: 4613.479004
	Iteration 76Q: 3 clusters Score -1005764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1005770.937500 Penalty: 4613.479004
	Iteration 77Q: 3 clusters Score -1005771 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1005775.500000 Penalty: 4613.479004
	Iteration 78Q: 3 clusters Score -1005776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1005779.437500 Penalty: 4613.479004
	Iteration 79Q: 3 clusters Score -1005779 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1005780.500000 Penalty: 4613.479004
	Iteration 80F: 3 clusters Score -1005780 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1005784.687500 Penalty: 4613.479004
	Iteration 81Q: 3 clusters Score -1005785 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1005792.000000 Penalty: 4613.479004
	Iteration 82Q: 3 clusters Score -1005792 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1005795.812500 Penalty: 4613.479004
	Iteration 83Q: 3 clusters Score -1005796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1005806.125000 Penalty: 4613.479004
	Iteration 84Q: 3 clusters Score -1005806 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1005811.062500 Penalty: 4613.479004
	Iteration 85Q: 3 clusters Score -1005811 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1005818.500000 Penalty: 4613.479004
	Iteration 86Q: 3 clusters Score -1005818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1005818.187500 Penalty: 4613.479004
	Iteration 87Q: 3 clusters Score -1005818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1005822.062500 Penalty: 4613.479004
	Iteration 88Q: 3 clusters Score -1005822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1005825.125000 Penalty: 4613.479004
	Iteration 89Q: 3 clusters Score -1005825 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1005830.875000 Penalty: 4613.479004
	Iteration 90Q: 3 clusters Score -1005831 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1005835.937500 Penalty: 4613.479004
	Iteration 91Q: 3 clusters Score -1005836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1005841.812500 Penalty: 4613.479004
	Iteration 92Q: 3 clusters Score -1005842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1005846.437500 Penalty: 4613.479004
	Iteration 93Q: 3 clusters Score -1005846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1005852.937500 Penalty: 4613.479004
	Iteration 94Q: 3 clusters Score -1005853 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1005858.937500 Penalty: 4613.479004
	Iteration 95Q: 3 clusters Score -1005859 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1005863.500000 Penalty: 4613.479004
	Iteration 96Q: 3 clusters Score -1005864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1005869.250000 Penalty: 4613.479004
	Iteration 97Q: 3 clusters Score -1005869 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1005872.375000 Penalty: 4613.479004
	Iteration 98Q: 3 clusters Score -1005872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1005876.250000 Penalty: 4613.479004
	Iteration 99Q: 3 clusters Score -1005876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1005878.000000 Penalty: 4613.479004
	Iteration 100F: 3 clusters Score -1005878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1005881.250000 Penalty: 4613.479004
	Iteration 101Q: 3 clusters Score -1005881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1005886.000000 Penalty: 4613.479004
	Iteration 102Q: 3 clusters Score -1005886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1005890.250000 Penalty: 4613.479004
	Iteration 103Q: 3 clusters Score -1005890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1005891.062500 Penalty: 4613.479004
	Iteration 104Q: 3 clusters Score -1005891 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1005901.437500 Penalty: 4613.479004
	Iteration 105Q: 3 clusters Score -1005901 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1005909.125000 Penalty: 4613.479004
	Iteration 106Q: 3 clusters Score -1005909 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1005919.437500 Penalty: 4613.479004
	Iteration 107Q: 3 clusters Score -1005919 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1005924.000000 Penalty: 4613.479004
	Iteration 108Q: 3 clusters Score -1005924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1005932.875000 Penalty: 4613.479004
	Iteration 109Q: 3 clusters Score -1005933 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1005943.187500 Penalty: 4613.479004
	Iteration 110Q: 3 clusters Score -1005943 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1005952.937500 Penalty: 4613.479004
	Iteration 111Q: 3 clusters Score -1005953 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1005963.000000 Penalty: 4613.479004
	Iteration 112Q: 3 clusters Score -1005963 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1005977.625000 Penalty: 4613.479004
	Iteration 113Q: 3 clusters Score -1005978 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1005991.000000 Penalty: 4613.479004
	Iteration 114Q: 3 clusters Score -1005991 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1006010.500000 Penalty: 4613.479004
	Iteration 115Q: 3 clusters Score -1006010 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1006030.500000 Penalty: 4613.479004
	Iteration 116Q: 3 clusters Score -1006030 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1006056.250000 Penalty: 4613.479004
	Iteration 117Q: 3 clusters Score -1006056 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1006093.500000 Penalty: 4613.479004
	Iteration 118Q: 3 clusters Score -1006094 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1006131.125000 Penalty: 4613.479004
	Iteration 119Q: 3 clusters Score -1006131 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1006173.937500 Penalty: 4613.479004
	Iteration 120F: 3 clusters Score -1006174 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1006214.000000 Penalty: 4613.479004
	Iteration 121Q: 3 clusters Score -1006214 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1006244.000000 Penalty: 4613.479004
	Iteration 122Q: 3 clusters Score -1006244 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1006277.687500 Penalty: 4613.479004
	Iteration 123Q: 3 clusters Score -1006278 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1006309.000000 Penalty: 4613.479004
	Iteration 124Q: 3 clusters Score -1006309 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1006338.062500 Penalty: 4613.479004
	Iteration 125Q: 3 clusters Score -1006338 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1006364.437500 Penalty: 4613.479004
	Iteration 126Q: 3 clusters Score -1006364 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1006382.125000 Penalty: 4613.479004
	Iteration 127Q: 3 clusters Score -1006382 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1006398.437500 Penalty: 4613.479004
	Iteration 128Q: 3 clusters Score -1006398 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1006417.187500 Penalty: 4613.479004
	Iteration 129Q: 3 clusters Score -1006417 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1006444.500000 Penalty: 4613.479004
	Iteration 130Q: 3 clusters Score -1006444 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1006466.812500 Penalty: 4613.479004
	Iteration 131Q: 3 clusters Score -1006467 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1006487.562500 Penalty: 4613.479004
	Iteration 132Q: 3 clusters Score -1006488 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1006503.750000 Penalty: 4613.479004
	Iteration 133Q: 3 clusters Score -1006504 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1006520.875000 Penalty: 4613.479004
	Iteration 134Q: 3 clusters Score -1006521 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1006548.125000 Penalty: 4613.479004
	Iteration 135Q: 3 clusters Score -1006548 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1006574.812500 Penalty: 4613.479004
	Iteration 136Q: 3 clusters Score -1006575 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1006602.562500 Penalty: 4613.479004
	Iteration 137Q: 3 clusters Score -1006603 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1006623.875000 Penalty: 4613.479004
	Iteration 138Q: 3 clusters Score -1006624 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1006657.500000 Penalty: 4613.479004
	Iteration 139Q: 3 clusters Score -1006658 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1006712.250000 Penalty: 4613.479004
	Iteration 140F: 3 clusters Score -1006712 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1006775.687500 Penalty: 4613.479004
	Iteration 141Q: 3 clusters Score -1006776 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1006845.937500 Penalty: 4613.479004
	Iteration 142Q: 3 clusters Score -1006846 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1006953.125000 Penalty: 4613.479004
	Iteration 143Q: 3 clusters Score -1006953 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1007063.125000 Penalty: 4613.479004
	Iteration 144Q: 3 clusters Score -1007063 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1007140.750000 Penalty: 4613.479004
	Iteration 145Q: 3 clusters Score -1007141 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1007173.500000 Penalty: 4613.479004
	Iteration 146Q: 3 clusters Score -1007174 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1007198.062500 Penalty: 4613.479004
	Iteration 147Q: 3 clusters Score -1007198 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1007207.312500 Penalty: 4613.479004
	Iteration 148Q: 3 clusters Score -1007207 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1007218.312500 Penalty: 4613.479004
	Iteration 149Q: 3 clusters Score -1007218 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1007229.187500 Penalty: 4613.479004
	Iteration 150Q: 3 clusters Score -1007229 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1007235.312500 Penalty: 4613.479004
	Iteration 151Q: 3 clusters Score -1007235 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1007247.187500 Penalty: 4613.479004
	Iteration 152Q: 3 clusters Score -1007247 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1007253.250000 Penalty: 4613.479004
	Iteration 153Q: 3 clusters Score -1007253 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1007259.937500 Penalty: 4613.479004
	Iteration 154Q: 3 clusters Score -1007260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1007265.937500 Penalty: 4613.479004
	Iteration 155Q: 3 clusters Score -1007266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1007265.250000 Penalty: 4613.479004
	Iteration 156Q: 3 clusters Score -1007265 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1007270.312500 Penalty: 4613.479004
	Iteration 157Q: 3 clusters Score -1007270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1007274.375000 Penalty: 4613.479004
	Iteration 158Q: 3 clusters Score -1007274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1007277.125000 Penalty: 4613.479004
	Iteration 159Q: 3 clusters Score -1007277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1007281.312500 Penalty: 4613.479004
	Iteration 160F: 3 clusters Score -1007281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1007282.687500 Penalty: 4613.479004
	Iteration 161Q: 3 clusters Score -1007283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1007282.812500 Penalty: 4613.479004
	Iteration 162Q: 3 clusters Score -1007283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1007285.062500 Penalty: 4613.479004
	Iteration 163Q: 3 clusters Score -1007285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1007283.250000 Penalty: 4613.479004
	Iteration 164Q: 3 clusters Score -1007283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1007284.500000 Penalty: 4613.479004
	Iteration 165Q: 3 clusters Score -1007284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1007284.875000 Penalty: 4613.479004
	Iteration 166Q: 3 clusters Score -1007285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1007284.875000 Penalty: 4613.479004
	Iteration 167F: 3 clusters Score -1007285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 17414 members 
Mstep: Class 3 contains 3322 members 
Mstep: Class 4 contains 106265 members 
Mstep: Class 5 contains 16260 members 
Mstep: Class 6 contains 14410 members 
Mstep: Class 7 contains 6419 members 
Mstep: Class 8 contains 188704 members 
Mstep: Class 9 contains 11414 members 
Mstep: Class 10 contains 6945 members 
Mstep: Class 11 contains 16644 members 
Mstep: Class 12 contains 7204 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 77876 members 
Mstep: Class 15 contains 2620 members 
Mstep: Class 16 contains 13066 members 
Mstep: Class 17 contains 1449 members 
Mstep: Class 18 contains 183 members 
Mstep: Class 19 contains 37068 members 
Mstep: Class 20 contains 1906 members 
Mstep: Class 21 contains 131695 members 
Mstep: Class 22 contains 3355 members 
Mstep: Class 23 contains 12861 members 
Mstep: Class 24 contains 2916 members 
Mstep: Class 25 contains 8099 members 
Mstep: Class 26 contains 3863 members 
Mstep: Class 27 contains 2059 members 
Mstep: Class 28 contains 25320 members 
Mstep: Class 29 contains 4952 members 
Mstep: Class 30 contains 5955 members 
Mstep: Class 31 contains 14049 members 
Mstep: Class 32 contains 2079 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 153428 members 
Mstep: Class 35 contains 26791 members 
Mstep: Class 36 contains 3617 members 
Mstep: Class 37 contains 59256 members 
Mstep: Class 38 contains 23700 members 
Mstep: Class 39 contains 3158 members 
Mstep: Class 40 contains 1387 members 
Mstep: Class 41 contains 831 members 
Mstep: Class 42 contains 3060 members 
Mstep: Class 43 contains 6043 members 
Mstep: Class 44 contains 568 members 
Mstep: Class 45 contains 8317 members 
Mstep: Class 46 contains 21876 members 
Mstep: Class 47 contains 32006 members 
Mstep: Class 48 contains 8894 members 
Entering Unmasked Estep 
Score: -115127160.000000 Penalty: 165641.984375
Splitting cluster 27 changes total score from -115112896.000000 to -115127160.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 28 (25320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Entering Unmasked Estep 
Score: -2730174.750000 Penalty: 2514.558838
	Iteration 0F: 2 clusters Score -2730175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -2712636.000000 Penalty: 5029.117676
	Iteration 0F: 3 clusters Score -2712636 nChanged 11232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -2718832.750000 Penalty: 5029.117676
	Iteration 1F: 3 clusters Score -2718833 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -2719365.000000 Penalty: 5029.117676
	Iteration 2F: 3 clusters Score -2719365 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -2719927.250000 Penalty: 5029.117676
	Iteration 3F: 3 clusters Score -2719927 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -2720607.750000 Penalty: 5029.117676
	Iteration 4F: 3 clusters Score -2720608 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -2721513.500000 Penalty: 5029.117676
	Iteration 5F: 3 clusters Score -2721514 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -2722750.750000 Penalty: 5029.117676
	Iteration 6F: 3 clusters Score -2722751 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -2724181.000000 Penalty: 5029.117676
	Iteration 7F: 3 clusters Score -2724181 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -2725531.000000 Penalty: 5029.117676
	Iteration 8F: 3 clusters Score -2725531 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -2726543.500000 Penalty: 5029.117676
	Iteration 9Q: 3 clusters Score -2726544 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -2727170.500000 Penalty: 5029.117676
	Iteration 10Q: 3 clusters Score -2727170 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -2727555.750000 Penalty: 5029.117676
	Iteration 11Q: 3 clusters Score -2727556 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -2727793.000000 Penalty: 5029.117676
	Iteration 12Q: 3 clusters Score -2727793 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -2727916.250000 Penalty: 5029.117676
	Iteration 13Q: 3 clusters Score -2727916 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -2728011.250000 Penalty: 5029.117676
	Iteration 14Q: 3 clusters Score -2728011 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -2728101.250000 Penalty: 5029.117676
	Iteration 15Q: 3 clusters Score -2728101 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -2728172.000000 Penalty: 5029.117676
	Iteration 16Q: 3 clusters Score -2728172 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -2728231.500000 Penalty: 5029.117676
	Iteration 17Q: 3 clusters Score -2728232 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -2728304.000000 Penalty: 5029.117676
	Iteration 18Q: 3 clusters Score -2728304 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -2728369.000000 Penalty: 5029.117676
	Iteration 19Q: 3 clusters Score -2728369 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -2728430.750000 Penalty: 5029.117676
	Iteration 20F: 3 clusters Score -2728431 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -2728471.750000 Penalty: 5029.117676
	Iteration 21Q: 3 clusters Score -2728472 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -2728502.750000 Penalty: 5029.117676
	Iteration 22Q: 3 clusters Score -2728503 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -2728523.000000 Penalty: 5029.117676
	Iteration 23Q: 3 clusters Score -2728523 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -2728537.500000 Penalty: 5029.117676
	Iteration 24Q: 3 clusters Score -2728538 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -2728548.000000 Penalty: 5029.117676
	Iteration 25Q: 3 clusters Score -2728548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -2728560.500000 Penalty: 5029.117676
	Iteration 26Q: 3 clusters Score -2728560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -2728563.750000 Penalty: 5029.117676
	Iteration 27Q: 3 clusters Score -2728564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -2728564.000000 Penalty: 5029.117676
	Iteration 28Q: 3 clusters Score -2728564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -2728559.500000 Penalty: 5029.117676
	Iteration 29Q: 3 clusters Score -2728560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -2728560.750000 Penalty: 5029.117676
	Iteration 30Q: 3 clusters Score -2728561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -2728560.750000 Penalty: 5029.117676
	Iteration 31F: 3 clusters Score -2728561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Entering Unmasked Estep 
Score: -431099.687500 Penalty: 2109.871582
	Iteration 0F: 2 clusters Score -431099.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -426717.406250 Penalty: 4219.743164
	Iteration 0F: 3 clusters Score -426717.4 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -428550.218750 Penalty: 4219.743164
	Iteration 1F: 3 clusters Score -428550.2 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -429581.437500 Penalty: 4219.743164
	Iteration 2F: 3 clusters Score -429581.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -430255.781250 Penalty: 4219.743164
	Iteration 3F: 3 clusters Score -430255.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -430636.343750 Penalty: 4219.743164
	Iteration 4F: 3 clusters Score -430636.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -430861.125000 Penalty: 4219.743164
	Iteration 5Q: 3 clusters Score -430861.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -431000.531250 Penalty: 4219.743164
	Iteration 6Q: 3 clusters Score -431000.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -431110.125000 Penalty: 4219.743164
	Iteration 7Q: 3 clusters Score -431110.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -431163.031250 Penalty: 4219.743164
	Iteration 8Q: 3 clusters Score -431163 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -431205.968750 Penalty: 4219.743164
	Iteration 9Q: 3 clusters Score -431206 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -431249.156250 Penalty: 4219.743164
	Iteration 10Q: 3 clusters Score -431249.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -431279.250000 Penalty: 4219.743164
	Iteration 11Q: 3 clusters Score -431279.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -431301.562500 Penalty: 4219.743164
	Iteration 12Q: 3 clusters Score -431301.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -431322.625000 Penalty: 4219.743164
	Iteration 13Q: 3 clusters Score -431322.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -431339.593750 Penalty: 4219.743164
	Iteration 14Q: 3 clusters Score -431339.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -431355.406250 Penalty: 4219.743164
	Iteration 15Q: 3 clusters Score -431355.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -431381.312500 Penalty: 4219.743164
	Iteration 16Q: 3 clusters Score -431381.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -431413.875000 Penalty: 4219.743164
	Iteration 17Q: 3 clusters Score -431413.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -431447.531250 Penalty: 4219.743164
	Iteration 18Q: 3 clusters Score -431447.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -431483.281250 Penalty: 4219.743164
	Iteration 19Q: 3 clusters Score -431483.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -431515.656250 Penalty: 4219.743164
	Iteration 20F: 3 clusters Score -431515.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -431549.812500 Penalty: 4219.743164
	Iteration 21Q: 3 clusters Score -431549.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -431583.656250 Penalty: 4219.743164
	Iteration 22Q: 3 clusters Score -431583.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -431624.812500 Penalty: 4219.743164
	Iteration 23Q: 3 clusters Score -431624.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -431651.187500 Penalty: 4219.743164
	Iteration 24Q: 3 clusters Score -431651.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -431677.906250 Penalty: 4219.743164
	Iteration 25Q: 3 clusters Score -431677.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -431698.437500 Penalty: 4219.743164
	Iteration 26Q: 3 clusters Score -431698.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -431710.156250 Penalty: 4219.743164
	Iteration 27Q: 3 clusters Score -431710.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -431719.625000 Penalty: 4219.743164
	Iteration 28Q: 3 clusters Score -431719.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -431729.843750 Penalty: 4219.743164
	Iteration 29Q: 3 clusters Score -431729.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -431739.000000 Penalty: 4219.743164
	Iteration 30Q: 3 clusters Score -431739 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -431751.531250 Penalty: 4219.743164
	Iteration 31Q: 3 clusters Score -431751.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -431765.343750 Penalty: 4219.743164
	Iteration 32Q: 3 clusters Score -431765.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -431776.125000 Penalty: 4219.743164
	Iteration 33Q: 3 clusters Score -431776.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -431786.406250 Penalty: 4219.743164
	Iteration 34Q: 3 clusters Score -431786.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -431792.812500 Penalty: 4219.743164
	Iteration 35Q: 3 clusters Score -431792.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -431795.187500 Penalty: 4219.743164
	Iteration 36Q: 3 clusters Score -431795.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -431796.000000 Penalty: 4219.743164
	Iteration 37Q: 3 clusters Score -431796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -431796.000000 Penalty: 4219.743164
	Iteration 38F: 3 clusters Score -431796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 17414 members 
Mstep: Class 3 contains 3322 members 
Mstep: Class 4 contains 106265 members 
Mstep: Class 5 contains 16260 members 
Mstep: Class 6 contains 14410 members 
Mstep: Class 7 contains 6419 members 
Mstep: Class 8 contains 188704 members 
Mstep: Class 9 contains 11414 members 
Mstep: Class 10 contains 6945 members 
Mstep: Class 11 contains 16644 members 
Mstep: Class 12 contains 7204 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 77876 members 
Mstep: Class 15 contains 2620 members 
Mstep: Class 16 contains 13066 members 
Mstep: Class 17 contains 1449 members 
Mstep: Class 18 contains 183 members 
Mstep: Class 19 contains 37068 members 
Mstep: Class 20 contains 1906 members 
Mstep: Class 21 contains 131695 members 
Mstep: Class 22 contains 3355 members 
Mstep: Class 23 contains 12861 members 
Mstep: Class 24 contains 2916 members 
Mstep: Class 25 contains 8099 members 
Mstep: Class 26 contains 3863 members 
Mstep: Class 27 contains 2059 members 
Mstep: Class 28 contains 25320 members 
Mstep: Class 29 contains 2946 members 
Mstep: Class 30 contains 5955 members 
Mstep: Class 31 contains 14049 members 
Mstep: Class 32 contains 2079 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 153428 members 
Mstep: Class 35 contains 26791 members 
Mstep: Class 36 contains 3617 members 
Mstep: Class 37 contains 59256 members 
Mstep: Class 38 contains 23700 members 
Mstep: Class 39 contains 3158 members 
Mstep: Class 40 contains 1387 members 
Mstep: Class 41 contains 831 members 
Mstep: Class 42 contains 3060 members 
Mstep: Class 43 contains 6043 members 
Mstep: Class 44 contains 568 members 
Mstep: Class 45 contains 8317 members 
Mstep: Class 46 contains 21876 members 
Mstep: Class 47 contains 32006 members 
Mstep: Class 48 contains 8894 members 
Mstep: Class 49 contains 2006 members 
Entering Unmasked Estep 
Score: -115126640.000000 Penalty: 169092.859375
Splitting cluster 29 changes total score from -115112896.000000 to -115126640.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 30 (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: -619951.250000 Penalty: 2155.612549
	Iteration 0F: 2 clusters Score -619951.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -614853.000000 Penalty: 4311.225098
	Iteration 0F: 3 clusters Score -614853 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -616278.125000 Penalty: 4311.225098
	Iteration 1F: 3 clusters Score -616278.1 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -616933.625000 Penalty: 4311.225098
	Iteration 2F: 3 clusters Score -616933.6 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -617999.187500 Penalty: 4311.225098
	Iteration 3F: 3 clusters Score -617999.2 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -620147.000000 Penalty: 4311.225098
	Iteration 4F: 3 clusters Score -620147 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -623178.875000 Penalty: 4311.225098
	Iteration 5F: 3 clusters Score -623178.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -623728.937500 Penalty: 4311.225098
	Iteration 6F: 3 clusters Score -623728.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -623959.500000 Penalty: 4311.225098
	Iteration 7Q: 3 clusters Score -623959.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -624077.625000 Penalty: 4311.225098
	Iteration 8Q: 3 clusters Score -624077.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -624134.125000 Penalty: 4311.225098
	Iteration 9Q: 3 clusters Score -624134.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -624178.187500 Penalty: 4311.225098
	Iteration 10Q: 3 clusters Score -624178.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -624227.562500 Penalty: 4311.225098
	Iteration 11Q: 3 clusters Score -624227.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -624363.062500 Penalty: 4311.225098
	Iteration 12Q: 3 clusters Score -624363.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -624504.250000 Penalty: 4311.225098
	Iteration 13Q: 3 clusters Score -624504.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -624535.750000 Penalty: 4311.225098
	Iteration 14Q: 3 clusters Score -624535.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -624543.250000 Penalty: 4311.225098
	Iteration 15Q: 3 clusters Score -624543.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -624544.000000 Penalty: 4311.225098
	Iteration 16Q: 3 clusters Score -624544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -624544.000000 Penalty: 4311.225098
	Iteration 17F: 3 clusters Score -624544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 17414 members 
Mstep: Class 3 contains 3322 members 
Mstep: Class 4 contains 106265 members 
Mstep: Class 5 contains 16260 members 
Mstep: Class 6 contains 14410 members 
Mstep: Class 7 contains 6419 members 
Mstep: Class 8 contains 188704 members 
Mstep: Class 9 contains 11414 members 
Mstep: Class 10 contains 6945 members 
Mstep: Class 11 contains 16644 members 
Mstep: Class 12 contains 7204 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 77876 members 
Mstep: Class 15 contains 2620 members 
Mstep: Class 16 contains 13066 members 
Mstep: Class 17 contains 1449 members 
Mstep: Class 18 contains 183 members 
Mstep: Class 19 contains 37068 members 
Mstep: Class 20 contains 1906 members 
Mstep: Class 21 contains 131695 members 
Mstep: Class 22 contains 3355 members 
Mstep: Class 23 contains 12861 members 
Mstep: Class 24 contains 2916 members 
Mstep: Class 25 contains 8099 members 
Mstep: Class 26 contains 3863 members 
Mstep: Class 27 contains 2059 members 
Mstep: Class 28 contains 25320 members 
Mstep: Class 29 contains 2946 members 
Mstep: Class 30 contains 1291 members 
Mstep: Class 31 contains 14049 members 
Mstep: Class 32 contains 2079 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 153428 members 
Mstep: Class 35 contains 26791 members 
Mstep: Class 36 contains 3617 members 
Mstep: Class 37 contains 59256 members 
Mstep: Class 38 contains 23700 members 
Mstep: Class 39 contains 3158 members 
Mstep: Class 40 contains 1387 members 
Mstep: Class 41 contains 831 members 
Mstep: Class 42 contains 3060 members 
Mstep: Class 43 contains 6043 members 
Mstep: Class 44 contains 568 members 
Mstep: Class 45 contains 8317 members 
Mstep: Class 46 contains 21876 members 
Mstep: Class 47 contains 32006 members 
Mstep: Class 48 contains 8894 members 
Mstep: Class 49 contains 2006 members 
Mstep: Class 50 contains 4664 members 
Entering Unmasked Estep 
Score: -115129880.000000 Penalty: 172543.734375
Splitting cluster 30 changes total score from -115112896.000000 to -115129880.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 31 (14049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Entering Unmasked Estep 
Score: -1447405.625000 Penalty: 2368.476074
	Iteration 0F: 2 clusters Score -1447406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1437186.625000 Penalty: 4736.952148
	Iteration 0F: 3 clusters Score -1437187 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1440461.250000 Penalty: 4736.952148
	Iteration 1F: 3 clusters Score -1440461 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1440898.750000 Penalty: 4736.952148
	Iteration 2F: 3 clusters Score -1440899 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1441272.875000 Penalty: 4736.952148
	Iteration 3F: 3 clusters Score -1441273 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1441694.000000 Penalty: 4736.952148
	Iteration 4F: 3 clusters Score -1441694 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1442158.750000 Penalty: 4736.952148
	Iteration 5F: 3 clusters Score -1442159 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1442778.125000 Penalty: 4736.952148
	Iteration 6F: 3 clusters Score -1442778 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1443517.000000 Penalty: 4736.952148
	Iteration 7F: 3 clusters Score -1443517 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1444207.250000 Penalty: 4736.952148
	Iteration 8F: 3 clusters Score -1444207 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1444675.625000 Penalty: 4736.952148
	Iteration 9Q: 3 clusters Score -1444676 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1444947.750000 Penalty: 4736.952148
	Iteration 10Q: 3 clusters Score -1444948 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1445093.125000 Penalty: 4736.952148
	Iteration 11Q: 3 clusters Score -1445093 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1445212.375000 Penalty: 4736.952148
	Iteration 12Q: 3 clusters Score -1445212 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1445286.250000 Penalty: 4736.952148
	Iteration 13Q: 3 clusters Score -1445286 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1445356.625000 Penalty: 4736.952148
	Iteration 14Q: 3 clusters Score -1445357 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1445425.250000 Penalty: 4736.952148
	Iteration 15Q: 3 clusters Score -1445425 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1445495.500000 Penalty: 4736.952148
	Iteration 16Q: 3 clusters Score -1445496 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1445584.125000 Penalty: 4736.952148
	Iteration 17Q: 3 clusters Score -1445584 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1445656.750000 Penalty: 4736.952148
	Iteration 18Q: 3 clusters Score -1445657 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1445722.625000 Penalty: 4736.952148
	Iteration 19Q: 3 clusters Score -1445723 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1445779.250000 Penalty: 4736.952148
	Iteration 20F: 3 clusters Score -1445779 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1445816.125000 Penalty: 4736.952148
	Iteration 21Q: 3 clusters Score -1445816 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1445843.250000 Penalty: 4736.952148
	Iteration 22Q: 3 clusters Score -1445843 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1445861.500000 Penalty: 4736.952148
	Iteration 23Q: 3 clusters Score -1445862 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1445874.500000 Penalty: 4736.952148
	Iteration 24Q: 3 clusters Score -1445874 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1445887.375000 Penalty: 4736.952148
	Iteration 25Q: 3 clusters Score -1445887 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1445899.750000 Penalty: 4736.952148
	Iteration 26Q: 3 clusters Score -1445900 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1445911.125000 Penalty: 4736.952148
	Iteration 27Q: 3 clusters Score -1445911 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1445926.125000 Penalty: 4736.952148
	Iteration 28Q: 3 clusters Score -1445926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1445934.875000 Penalty: 4736.952148
	Iteration 29Q: 3 clusters Score -1445935 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1445943.750000 Penalty: 4736.952148
	Iteration 30Q: 3 clusters Score -1445944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1445947.750000 Penalty: 4736.952148
	Iteration 31Q: 3 clusters Score -1445948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1445950.875000 Penalty: 4736.952148
	Iteration 32Q: 3 clusters Score -1445951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1445954.000000 Penalty: 4736.952148
	Iteration 33Q: 3 clusters Score -1445954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1445958.750000 Penalty: 4736.952148
	Iteration 34Q: 3 clusters Score -1445959 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1445962.000000 Penalty: 4736.952148
	Iteration 35Q: 3 clusters Score -1445962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1445967.125000 Penalty: 4736.952148
	Iteration 36Q: 3 clusters Score -1445967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -1445968.250000 Penalty: 4736.952148
	Iteration 37Q: 3 clusters Score -1445968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1445974.625000 Penalty: 4736.952148
	Iteration 38Q: 3 clusters Score -1445975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1445973.625000 Penalty: 4736.952148
	Iteration 39Q: 3 clusters Score -1445974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1445972.875000 Penalty: 4736.952148
	Iteration 40F: 3 clusters Score -1445973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1445973.875000 Penalty: 4736.952148
	Iteration 41Q: 3 clusters Score -1445974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1445971.500000 Penalty: 4736.952148
	Iteration 42Q: 3 clusters Score -1445972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1445971.750000 Penalty: 4736.952148
	Iteration 43Q: 3 clusters Score -1445972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1445973.500000 Penalty: 4736.952148
	Iteration 44Q: 3 clusters Score -1445974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1445976.250000 Penalty: 4736.952148
	Iteration 45Q: 3 clusters Score -1445976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1445977.375000 Penalty: 4736.952148
	Iteration 46Q: 3 clusters Score -1445977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1445976.250000 Penalty: 4736.952148
	Iteration 47Q: 3 clusters Score -1445976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1445978.500000 Penalty: 4736.952148
	Iteration 48Q: 3 clusters Score -1445978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1445979.250000 Penalty: 4736.952148
	Iteration 49Q: 3 clusters Score -1445979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1445980.375000 Penalty: 4736.952148
	Iteration 50Q: 3 clusters Score -1445980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1445981.375000 Penalty: 4736.952148
	Iteration 51Q: 3 clusters Score -1445981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1445981.375000 Penalty: 4736.952148
	Iteration 52F: 3 clusters Score -1445981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Entering Unmasked Estep 
Score: -215947.812500 Penalty: 1894.631226
	Iteration 0F: 2 clusters Score -215947.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -213331.468750 Penalty: 3789.262451
	Iteration 0F: 3 clusters Score -213331.5 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -213878.390625 Penalty: 3789.262451
	Iteration 1F: 3 clusters Score -213878.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -214128.640625 Penalty: 3789.262451
	Iteration 2F: 3 clusters Score -214128.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -214394.718750 Penalty: 3789.262451
	Iteration 3F: 3 clusters Score -214394.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -214760.328125 Penalty: 3789.262451
	Iteration 4F: 3 clusters Score -214760.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -215022.609375 Penalty: 3789.262451
	Iteration 5F: 3 clusters Score -215022.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -215189.765625 Penalty: 3789.262451
	Iteration 6F: 3 clusters Score -215189.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -215295.625000 Penalty: 3789.262451
	Iteration 7Q: 3 clusters Score -215295.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -215380.406250 Penalty: 3789.262451
	Iteration 8Q: 3 clusters Score -215380.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -215472.093750 Penalty: 3789.262451
	Iteration 9Q: 3 clusters Score -215472.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -215565.703125 Penalty: 3789.262451
	Iteration 10Q: 3 clusters Score -215565.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -215673.562500 Penalty: 3789.262451
	Iteration 11Q: 3 clusters Score -215673.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -215775.640625 Penalty: 3789.262451
	Iteration 12Q: 3 clusters Score -215775.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -215894.546875 Penalty: 3789.262451
	Iteration 13Q: 3 clusters Score -215894.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -216006.062500 Penalty: 3789.262451
	Iteration 14Q: 3 clusters Score -216006.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -216077.984375 Penalty: 3789.262451
	Iteration 15Q: 3 clusters Score -216078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -216124.000000 Penalty: 3789.262451
	Iteration 16Q: 3 clusters Score -216124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -216155.703125 Penalty: 3789.262451
	Iteration 17Q: 3 clusters Score -216155.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -216205.328125 Penalty: 3789.262451
	Iteration 18Q: 3 clusters Score -216205.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -216220.578125 Penalty: 3789.262451
	Iteration 19Q: 3 clusters Score -216220.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -216223.062500 Penalty: 3789.262451
	Iteration 20F: 3 clusters Score -216223.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -216224.109375 Penalty: 3789.262451
	Iteration 21Q: 3 clusters Score -216224.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -216224.656250 Penalty: 3789.262451
	Iteration 22Q: 3 clusters Score -216224.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -216224.656250 Penalty: 3789.262451
	Iteration 23F: 3 clusters Score -216224.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 17414 members 
Mstep: Class 3 contains 3322 members 
Mstep: Class 4 contains 106265 members 
Mstep: Class 5 contains 16260 members 
Mstep: Class 6 contains 14410 members 
Mstep: Class 7 contains 6419 members 
Mstep: Class 8 contains 188704 members 
Mstep: Class 9 contains 11414 members 
Mstep: Class 10 contains 6945 members 
Mstep: Class 11 contains 16644 members 
Mstep: Class 12 contains 7204 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 77876 members 
Mstep: Class 15 contains 2620 members 
Mstep: Class 16 contains 13066 members 
Mstep: Class 17 contains 1449 members 
Mstep: Class 18 contains 183 members 
Mstep: Class 19 contains 37068 members 
Mstep: Class 20 contains 1906 members 
Mstep: Class 21 contains 131695 members 
Mstep: Class 22 contains 3355 members 
Mstep: Class 23 contains 12861 members 
Mstep: Class 24 contains 2916 members 
Mstep: Class 25 contains 8099 members 
Mstep: Class 26 contains 3863 members 
Mstep: Class 27 contains 2059 members 
Mstep: Class 28 contains 25320 members 
Mstep: Class 29 contains 2946 members 
Mstep: Class 30 contains 1291 members 
Mstep: Class 31 contains 14049 members 
Mstep: Class 32 contains 405 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 153428 members 
Mstep: Class 35 contains 26791 members 
Mstep: Class 36 contains 3617 members 
Mstep: Class 37 contains 59256 members 
Mstep: Class 38 contains 23700 members 
Mstep: Class 39 contains 3158 members 
Mstep: Class 40 contains 1387 members 
Mstep: Class 41 contains 831 members 
Mstep: Class 42 contains 3060 members 
Mstep: Class 43 contains 6043 members 
Mstep: Class 44 contains 568 members 
Mstep: Class 45 contains 8317 members 
Mstep: Class 46 contains 21876 members 
Mstep: Class 47 contains 32006 members 
Mstep: Class 48 contains 8894 members 
Mstep: Class 49 contains 2006 members 
Mstep: Class 50 contains 4664 members 
Mstep: Class 51 contains 1674 members 
Entering Unmasked Estep 
Score: -115128568.000000 Penalty: 175994.609375
Splitting cluster 32 changes total score from -115112896.000000 to -115128568.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 33 (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: -148438.125000 Penalty: 1814.504028
	Iteration 0F: 2 clusters Score -148438.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -146215.484375 Penalty: 3629.008057
	Iteration 0F: 3 clusters Score -146215.5 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -146710.187500 Penalty: 3629.008057
	Iteration 1F: 3 clusters Score -146710.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -146921.734375 Penalty: 3629.008057
	Iteration 2F: 3 clusters Score -146921.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -147115.078125 Penalty: 3629.008057
	Iteration 3F: 3 clusters Score -147115.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -147300.234375 Penalty: 3629.008057
	Iteration 4F: 3 clusters Score -147300.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -147482.156250 Penalty: 3629.008057
	Iteration 5F: 3 clusters Score -147482.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -147605.250000 Penalty: 3629.008057
	Iteration 6Q: 3 clusters Score -147605.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -147719.578125 Penalty: 3629.008057
	Iteration 7Q: 3 clusters Score -147719.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -147888.718750 Penalty: 3629.008057
	Iteration 8Q: 3 clusters Score -147888.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -148053.828125 Penalty: 3629.008057
	Iteration 9Q: 3 clusters Score -148053.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -148201.359375 Penalty: 3629.008057
	Iteration 10Q: 3 clusters Score -148201.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -148345.140625 Penalty: 3629.008057
	Iteration 11Q: 3 clusters Score -148345.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -148506.203125 Penalty: 3629.008057
	Iteration 12Q: 3 clusters Score -148506.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -148606.140625 Penalty: 3629.008057
	Iteration 13Q: 3 clusters Score -148606.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -148624.312500 Penalty: 3629.008057
	Iteration 14Q: 3 clusters Score -148624.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -148635.015625 Penalty: 3629.008057
	Iteration 15Q: 3 clusters Score -148635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -148642.781250 Penalty: 3629.008057
	Iteration 16Q: 3 clusters Score -148642.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -148652.359375 Penalty: 3629.008057
	Iteration 17Q: 3 clusters Score -148652.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -148656.765625 Penalty: 3629.008057
	Iteration 18Q: 3 clusters Score -148656.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -148657.640625 Penalty: 3629.008057
	Iteration 19Q: 3 clusters Score -148657.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -148657.640625 Penalty: 3629.008057
	Iteration 20F: 3 clusters Score -148657.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 17414 members 
Mstep: Class 3 contains 3322 members 
Mstep: Class 4 contains 106265 members 
Mstep: Class 5 contains 16260 members 
Mstep: Class 6 contains 14410 members 
Mstep: Class 7 contains 6419 members 
Mstep: Class 8 contains 188704 members 
Mstep: Class 9 contains 11414 members 
Mstep: Class 10 contains 6945 members 
Mstep: Class 11 contains 16644 members 
Mstep: Class 12 contains 7204 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 77876 members 
Mstep: Class 15 contains 2620 members 
Mstep: Class 16 contains 13066 members 
Mstep: Class 17 contains 1449 members 
Mstep: Class 18 contains 183 members 
Mstep: Class 19 contains 37068 members 
Mstep: Class 20 contains 1906 members 
Mstep: Class 21 contains 131695 members 
Mstep: Class 22 contains 3355 members 
Mstep: Class 23 contains 12861 members 
Mstep: Class 24 contains 2916 members 
Mstep: Class 25 contains 8099 members 
Mstep: Class 26 contains 3863 members 
Mstep: Class 27 contains 2059 members 
Mstep: Class 28 contains 25320 members 
Mstep: Class 29 contains 2946 members 
Mstep: Class 30 contains 1291 members 
Mstep: Class 31 contains 14049 members 
Mstep: Class 32 contains 405 members 
Mstep: Class 33 contains 410 members 
Mstep: Class 34 contains 153428 members 
Mstep: Class 35 contains 26791 members 
Mstep: Class 36 contains 3617 members 
Mstep: Class 37 contains 59256 members 
Mstep: Class 38 contains 23700 members 
Mstep: Class 39 contains 3158 members 
Mstep: Class 40 contains 1387 members 
Mstep: Class 41 contains 831 members 
Mstep: Class 42 contains 3060 members 
Mstep: Class 43 contains 6043 members 
Mstep: Class 44 contains 568 members 
Mstep: Class 45 contains 8317 members 
Mstep: Class 46 contains 21876 members 
Mstep: Class 47 contains 32006 members 
Mstep: Class 48 contains 8894 members 
Mstep: Class 49 contains 2006 members 
Mstep: Class 50 contains 4664 members 
Mstep: Class 51 contains 1674 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
Score: -115127416.000000 Penalty: 179445.484375
Splitting cluster 33 changes total score from -115112896.000000 to -115127416.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 34 (153428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153428 members 
Entering Unmasked Estep 
Score: -16878778.000000 Penalty: 2961.364746
	Iteration 0F: 2 clusters Score -1.687878e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76986 members 
Mstep: Class 2 contains 76442 members 
Entering Unmasked Estep 
Score: -16775967.000000 Penalty: 5922.729492
	Iteration 0F: 3 clusters Score -1.677597e+07 nChanged 73583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81453 members 
Mstep: Class 2 contains 71975 members 
Entering Unmasked Estep 
Score: -16818564.000000 Penalty: 5922.729492
	Iteration 1F: 3 clusters Score -1.681856e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84575 members 
Mstep: Class 2 contains 68853 members 
Entering Unmasked Estep 
Score: -16819710.000000 Penalty: 5922.729492
	Iteration 2Q: 3 clusters Score -1.681971e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89399 members 
Mstep: Class 2 contains 64029 members 
Entering Unmasked Estep 
Score: -16821872.000000 Penalty: 5922.729492
	Iteration 3Q: 3 clusters Score -1.682187e+07 nChanged 7769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96584 members 
Mstep: Class 2 contains 56844 members 
Entering Unmasked Estep 
Score: -16825602.000000 Penalty: 5922.729492
	Iteration 4F: 3 clusters Score -1.68256e+07 nChanged 10426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106714 members 
Mstep: Class 2 contains 46714 members 
Entering Unmasked Estep 
Score: -16832336.000000 Penalty: 5922.729492
	Iteration 5F: 3 clusters Score -1.683234e+07 nChanged 12993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119601 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -16843084.000000 Penalty: 5922.729492
	Iteration 6F: 3 clusters Score -1.684308e+07 nChanged 13534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133077 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -16856018.000000 Penalty: 5922.729492
	Iteration 7F: 3 clusters Score -1.685602e+07 nChanged 10706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143775 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -16866882.000000 Penalty: 5922.729492
	Iteration 8F: 3 clusters Score -1.686688e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149792 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -16872828.000000 Penalty: 5922.729492
	Iteration 9Q: 3 clusters Score -1.687283e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152079 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -16874878.000000 Penalty: 5922.729492
	Iteration 10Q: 3 clusters Score -1.687488e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152788 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -16875612.000000 Penalty: 5922.729492
	Iteration 11Q: 3 clusters Score -1.687561e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153009 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -16875878.000000 Penalty: 5922.729492
	Iteration 12Q: 3 clusters Score -1.687588e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153078 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -16876010.000000 Penalty: 5922.729492
	Iteration 13Q: 3 clusters Score -1.687601e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153103 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -16876096.000000 Penalty: 5922.729492
	Iteration 14Q: 3 clusters Score -1.68761e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153122 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -16876134.000000 Penalty: 5922.729492
	Iteration 15Q: 3 clusters Score -1.687613e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153135 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -16876204.000000 Penalty: 5922.729492
	Iteration 16Q: 3 clusters Score -1.68762e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153142 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -16876230.000000 Penalty: 5922.729492
	Iteration 17Q: 3 clusters Score -1.687623e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153146 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -16876242.000000 Penalty: 5922.729492
	Iteration 18Q: 3 clusters Score -1.687624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153147 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -16876238.000000 Penalty: 5922.729492
	Iteration 19Q: 3 clusters Score -1.687624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153148 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -16876242.000000 Penalty: 5922.729492
	Iteration 20F: 3 clusters Score -1.687624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153147 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -16876248.000000 Penalty: 5922.729492
	Iteration 21Q: 3 clusters Score -1.687625e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153147 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -16876248.000000 Penalty: 5922.729492
	Iteration 22F: 3 clusters Score -1.687625e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (26791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Entering Unmasked Estep 
Score: -2895474.750000 Penalty: 2528.563721
	Iteration 0F: 2 clusters Score -2895475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -2877013.750000 Penalty: 5057.127441
	Iteration 0F: 3 clusters Score -2877014 nChanged 11981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -2883547.250000 Penalty: 5057.127441
	Iteration 1F: 3 clusters Score -2883547 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -2884019.250000 Penalty: 5057.127441
	Iteration 2Q: 3 clusters Score -2884019 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -2884431.750000 Penalty: 5057.127441
	Iteration 3Q: 3 clusters Score -2884432 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -2884825.500000 Penalty: 5057.127441
	Iteration 4Q: 3 clusters Score -2884826 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -2885186.250000 Penalty: 5057.127441
	Iteration 5Q: 3 clusters Score -2885186 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -2885569.250000 Penalty: 5057.127441
	Iteration 6Q: 3 clusters Score -2885569 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -2885997.500000 Penalty: 5057.127441
	Iteration 7Q: 3 clusters Score -2885998 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -2886522.000000 Penalty: 5057.127441
	Iteration 8Q: 3 clusters Score -2886522 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -2887140.500000 Penalty: 5057.127441
	Iteration 9Q: 3 clusters Score -2887140 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -2887916.750000 Penalty: 5057.127441
	Iteration 10Q: 3 clusters Score -2887917 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -2888821.500000 Penalty: 5057.127441
	Iteration 11Q: 3 clusters Score -2888822 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -2889686.750000 Penalty: 5057.127441
	Iteration 12Q: 3 clusters Score -2889687 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -2890398.000000 Penalty: 5057.127441
	Iteration 13Q: 3 clusters Score -2890398 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -2890983.000000 Penalty: 5057.127441
	Iteration 14Q: 3 clusters Score -2890983 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -2891381.750000 Penalty: 5057.127441
	Iteration 15Q: 3 clusters Score -2891382 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -2891718.250000 Penalty: 5057.127441
	Iteration 16Q: 3 clusters Score -2891718 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -2892003.250000 Penalty: 5057.127441
	Iteration 17Q: 3 clusters Score -2892003 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -2892243.250000 Penalty: 5057.127441
	Iteration 18Q: 3 clusters Score -2892243 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -2892420.500000 Penalty: 5057.127441
	Iteration 19Q: 3 clusters Score -2892420 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -2892589.000000 Penalty: 5057.127441
	Iteration 20F: 3 clusters Score -2892589 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -2892724.500000 Penalty: 5057.127441
	Iteration 21Q: 3 clusters Score -2892724 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -2892848.000000 Penalty: 5057.127441
	Iteration 22Q: 3 clusters Score -2892848 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -2892944.250000 Penalty: 5057.127441
	Iteration 23Q: 3 clusters Score -2892944 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -2893022.750000 Penalty: 5057.127441
	Iteration 24Q: 3 clusters Score -2893023 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -2893090.000000 Penalty: 5057.127441
	Iteration 25Q: 3 clusters Score -2893090 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -2893121.750000 Penalty: 5057.127441
	Iteration 26Q: 3 clusters Score -2893122 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -2893157.000000 Penalty: 5057.127441
	Iteration 27Q: 3 clusters Score -2893157 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -2893191.000000 Penalty: 5057.127441
	Iteration 28Q: 3 clusters Score -2893191 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -2893234.500000 Penalty: 5057.127441
	Iteration 29Q: 3 clusters Score -2893234 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -2893260.750000 Penalty: 5057.127441
	Iteration 30Q: 3 clusters Score -2893261 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -2893288.250000 Penalty: 5057.127441
	Iteration 31Q: 3 clusters Score -2893288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -2893298.000000 Penalty: 5057.127441
	Iteration 32Q: 3 clusters Score -2893298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -2893314.750000 Penalty: 5057.127441
	Iteration 33Q: 3 clusters Score -2893315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -2893315.000000 Penalty: 5057.127441
	Iteration 34Q: 3 clusters Score -2893315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -2893322.250000 Penalty: 5057.127441
	Iteration 35Q: 3 clusters Score -2893322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -2893322.000000 Penalty: 5057.127441
	Iteration 36Q: 3 clusters Score -2893322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -2893320.750000 Penalty: 5057.127441
	Iteration 37Q: 3 clusters Score -2893321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -2893326.000000 Penalty: 5057.127441
	Iteration 38Q: 3 clusters Score -2893326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -2893327.500000 Penalty: 5057.127441
	Iteration 39Q: 3 clusters Score -2893328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -2893329.000000 Penalty: 5057.127441
	Iteration 40F: 3 clusters Score -2893329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -2893331.500000 Penalty: 5057.127441
	Iteration 41Q: 3 clusters Score -2893332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -2893336.000000 Penalty: 5057.127441
	Iteration 42Q: 3 clusters Score -2893336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -2893335.250000 Penalty: 5057.127441
	Iteration 43Q: 3 clusters Score -2893335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -2893337.750000 Penalty: 5057.127441
	Iteration 44Q: 3 clusters Score -2893338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -2893344.250000 Penalty: 5057.127441
	Iteration 45Q: 3 clusters Score -2893344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -2893338.750000 Penalty: 5057.127441
	Iteration 46Q: 3 clusters Score -2893339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -2893341.500000 Penalty: 5057.127441
	Iteration 47Q: 3 clusters Score -2893342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -2893345.500000 Penalty: 5057.127441
	Iteration 48Q: 3 clusters Score -2893346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -2893348.000000 Penalty: 5057.127441
	Iteration 49Q: 3 clusters Score -2893348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -2893351.750000 Penalty: 5057.127441
	Iteration 50Q: 3 clusters Score -2893352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -2893349.500000 Penalty: 5057.127441
	Iteration 51Q: 3 clusters Score -2893350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -2893353.750000 Penalty: 5057.127441
	Iteration 52Q: 3 clusters Score -2893354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -2893351.750000 Penalty: 5057.127441
	Iteration 53Q: 3 clusters Score -2893352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -2893356.000000 Penalty: 5057.127441
	Iteration 54Q: 3 clusters Score -2893356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -2893356.000000 Penalty: 5057.127441
	Iteration 55F: 3 clusters Score -2893356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 17414 members 
Mstep: Class 3 contains 3322 members 
Mstep: Class 4 contains 106265 members 
Mstep: Class 5 contains 16260 members 
Mstep: Class 6 contains 14410 members 
Mstep: Class 7 contains 6419 members 
Mstep: Class 8 contains 188704 members 
Mstep: Class 9 contains 11414 members 
Mstep: Class 10 contains 6945 members 
Mstep: Class 11 contains 16644 members 
Mstep: Class 12 contains 7204 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 77876 members 
Mstep: Class 15 contains 2620 members 
Mstep: Class 16 contains 13066 members 
Mstep: Class 17 contains 1449 members 
Mstep: Class 18 contains 183 members 
Mstep: Class 19 contains 37068 members 
Mstep: Class 20 contains 1906 members 
Mstep: Class 21 contains 131695 members 
Mstep: Class 22 contains 3355 members 
Mstep: Class 23 contains 12861 members 
Mstep: Class 24 contains 2916 members 
Mstep: Class 25 contains 8099 members 
Mstep: Class 26 contains 3863 members 
Mstep: Class 27 contains 2059 members 
Mstep: Class 28 contains 25320 members 
Mstep: Class 29 contains 2946 members 
Mstep: Class 30 contains 1291 members 
Mstep: Class 31 contains 14049 members 
Mstep: Class 32 contains 405 members 
Mstep: Class 33 contains 410 members 
Mstep: Class 34 contains 153428 members 
Mstep: Class 35 contains 26791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 32. Lose 2676.345947 but Gain 3450.875000
Score: -115140888.000000 Penalty: 175994.609375
Iteration 79Q: 52 clusters Score -1.151409e+08 nChanged 19142
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 17573 members 
Mstep: Class 3 contains 3316 members 
Mstep: Class 4 contains 106822 members 
Mstep: Class 5 contains 17173 members 
Mstep: Class 6 contains 14738 members 
Mstep: Class 7 contains 6648 members 
Mstep: Class 8 contains 188667 members 
Mstep: Class 9 contains 12306 members 
Mstep: Class 10 contains 7202 members 
Mstep: Class 11 contains 17319 members 
Mstep: Class 12 contains 7296 members 
Mstep: Class 13 contains 352 members 
Mstep: Class 14 contains 77779 members 
Mstep: Class 15 contains 2620 members 
Mstep: Class 16 contains 13159 members 
Mstep: Class 17 contains 1559 members 
Mstep: Class 18 contains 172 members 
Mstep: Class 19 contains 37156 members 
Mstep: Class 20 contains 1926 members 
Mstep: Class 21 contains 132927 members 
Mstep: Class 22 contains 3410 members 
Mstep: Class 23 contains 12915 members 
Mstep: Class 24 contains 3035 members 
Mstep: Class 25 contains 8165 members 
Mstep: Class 26 contains 3971 members 
Mstep: Class 27 contains 2661 members 
Mstep: Class 28 contains 25423 members 
Mstep: Class 29 contains 3219 members 
Mstep: Class 30 contains 1319 members 
Mstep: Class 31 contains 14495 members 
Mstep: Class 33 contains 410 members 
Mstep: Class 34 contains 153515 members 
Mstep: Class 35 contains 26840 members 
Mstep: Class 36 contains 3272 members 
Mstep: Class 37 contains 56061 members 
Mstep: Class 38 contains 23550 members 
Mstep: Class 39 contains 3093 members 
Mstep: Class 40 contains 1330 members 
Mstep: Class 41 contains 831 members 
Mstep: Class 42 contains 3027 members 
Mstep: Class 43 contains 5866 members 
Mstep: Class 44 contains 571 members 
Mstep: Class 45 contains 7971 members 
Mstep: Class 46 contains 20924 members 
Mstep: Class 47 contains 30634 members 
Mstep: Class 48 contains 8586 members 
Mstep: Class 49 contains 1905 members 
Mstep: Class 50 contains 4676 members 
Mstep: Class 51 contains 1660 members 
Mstep: Class 52 contains 1087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115151448.000000 Penalty: 175994.609375
Iteration 80F: 52 clusters Score -1.151514e+08 nChanged 14547
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 17539 members 
Mstep: Class 3 contains 3164 members 
Mstep: Class 4 contains 106746 members 
Mstep: Class 5 contains 17754 members 
Mstep: Class 6 contains 14528 members 
Mstep: Class 7 contains 6795 members 
Mstep: Class 8 contains 188378 members 
Mstep: Class 9 contains 12700 members 
Mstep: Class 10 contains 7250 members 
Mstep: Class 11 contains 16865 members 
Mstep: Class 12 contains 7243 members 
Mstep: Class 13 contains 353 members 
Mstep: Class 14 contains 77670 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 13117 members 
Mstep: Class 17 contains 1571 members 
Mstep: Class 18 contains 180 members 
Mstep: Class 19 contains 36979 members 
Mstep: Class 20 contains 1929 members 
Mstep: Class 21 contains 132312 members 
Mstep: Class 22 contains 3385 members 
Mstep: Class 23 contains 12927 members 
Mstep: Class 24 contains 2991 members 
Mstep: Class 25 contains 8060 members 
Mstep: Class 26 contains 4024 members 
Mstep: Class 27 contains 3104 members 
Mstep: Class 28 contains 25350 members 
Mstep: Class 29 contains 3435 members 
Mstep: Class 30 contains 1325 members 
Mstep: Class 31 contains 15045 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 153062 members 
Mstep: Class 35 contains 26497 members 
Mstep: Class 36 contains 3112 members 
Mstep: Class 37 contains 55810 members 
Mstep: Class 38 contains 24012 members 
Mstep: Class 39 contains 3114 members 
Mstep: Class 40 contains 1344 members 
Mstep: Class 41 contains 831 members 
Mstep: Class 42 contains 3066 members 
Mstep: Class 43 contains 5858 members 
Mstep: Class 44 contains 657 members 
Mstep: Class 45 contains 8006 members 
Mstep: Class 46 contains 20858 members 
Mstep: Class 47 contains 30788 members 
Mstep: Class 48 contains 8789 members 
Mstep: Class 49 contains 2000 members 
Mstep: Class 50 contains 4871 members 
Mstep: Class 51 contains 1658 members 
Mstep: Class 52 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115155720.000000 Penalty: 175994.609375
Iteration 81Q: 52 clusters Score -1.151557e+08 nChanged 8738
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 17534 members 
Mstep: Class 3 contains 3077 members 
Mstep: Class 4 contains 106588 members 
Mstep: Class 5 contains 18318 members 
Mstep: Class 6 contains 14371 members 
Mstep: Class 7 contains 6909 members 
Mstep: Class 8 contains 188123 members 
Mstep: Class 9 contains 13044 members 
Mstep: Class 10 contains 7273 members 
Mstep: Class 11 contains 16621 members 
Mstep: Class 12 contains 7213 members 
Mstep: Class 13 contains 355 members 
Mstep: Class 14 contains 77522 members 
Mstep: Class 15 contains 2613 members 
Mstep: Class 16 contains 13097 members 
Mstep: Class 17 contains 1570 members 
Mstep: Class 18 contains 178 members 
Mstep: Class 19 contains 36862 members 
Mstep: Class 20 contains 1934 members 
Mstep: Class 21 contains 132008 members 
Mstep: Class 22 contains 3375 members 
Mstep: Class 23 contains 12936 members 
Mstep: Class 24 contains 2983 members 
Mstep: Class 25 contains 7967 members 
Mstep: Class 26 contains 4051 members 
Mstep: Class 27 contains 3465 members 
Mstep: Class 28 contains 25310 members 
Mstep: Class 29 contains 3618 members 
Mstep: Class 30 contains 1327 members 
Mstep: Class 31 contains 15563 members 
Mstep: Class 33 contains 411 members 
Mstep: Class 34 contains 152669 members 
Mstep: Class 35 contains 26235 members 
Mstep: Class 36 contains 2975 members 
Mstep: Class 37 contains 55496 members 
Mstep: Class 38 contains 24352 members 
Mstep: Class 39 contains 3145 members 
Mstep: Class 40 contains 1340 members 
Mstep: Class 41 contains 829 members 
Mstep: Class 42 contains 3079 members 
Mstep: Class 43 contains 5839 members 
Mstep: Class 44 contains 689 members 
Mstep: Class 45 contains 8003 members 
Mstep: Class 46 contains 20662 members 
Mstep: Class 47 contains 30866 members 
Mstep: Class 48 contains 8948 members 
Mstep: Class 49 contains 2088 members 
Mstep: Class 50 contains 4997 members 
Mstep: Class 51 contains 1656 members 
Mstep: Class 52 contains 1091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115157464.000000 Penalty: 175994.609375
Iteration 82Q: 52 clusters Score -1.151575e+08 nChanged 6643
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 17552 members 
Mstep: Class 3 contains 3000 members 
Mstep: Class 4 contains 106429 members 
Mstep: Class 5 contains 18828 members 
Mstep: Class 6 contains 14263 members 
Mstep: Class 7 contains 7017 members 
Mstep: Class 8 contains 187895 members 
Mstep: Class 9 contains 13357 members 
Mstep: Class 10 contains 7277 members 
Mstep: Class 11 contains 16509 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 13 contains 356 members 
Mstep: Class 14 contains 77406 members 
Mstep: Class 15 contains 2613 members 
Mstep: Class 16 contains 13096 members 
Mstep: Class 17 contains 1571 members 
Mstep: Class 18 contains 177 members 
Mstep: Class 19 contains 36782 members 
Mstep: Class 20 contains 1949 members 
Mstep: Class 21 contains 131836 members 
Mstep: Class 22 contains 3385 members 
Mstep: Class 23 contains 12938 members 
Mstep: Class 24 contains 2989 members 
Mstep: Class 25 contains 7927 members 
Mstep: Class 26 contains 4052 members 
Mstep: Class 27 contains 3740 members 
Mstep: Class 28 contains 25292 members 
Mstep: Class 29 contains 3759 members 
Mstep: Class 30 contains 1329 members 
Mstep: Class 31 contains 16018 members 
Mstep: Class 33 contains 410 members 
Mstep: Class 34 contains 152297 members 
Mstep: Class 35 contains 26047 members 
Mstep: Class 36 contains 2868 members 
Mstep: Class 37 contains 55071 members 
Mstep: Class 38 contains 24664 members 
Mstep: Class 39 contains 3159 members 
Mstep: Class 40 contains 1341 members 
Mstep: Class 41 contains 828 members 
Mstep: Class 42 contains 3084 members 
Mstep: Class 43 contains 5825 members 
Mstep: Class 44 contains 698 members 
Mstep: Class 45 contains 8023 members 
Mstep: Class 46 contains 20415 members 
Mstep: Class 47 contains 30827 members 
Mstep: Class 48 contains 9108 members 
Mstep: Class 49 contains 2156 members 
Mstep: Class 50 contains 5075 members 
Mstep: Class 51 contains 1655 members 
Mstep: Class 52 contains 1091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115159032.000000 Penalty: 175994.609375
Iteration 83Q: 52 clusters Score -1.15159e+08 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 17594 members 
Mstep: Class 3 contains 2939 members 
Mstep: Class 4 contains 106238 members 
Mstep: Class 5 contains 19333 members 
Mstep: Class 6 contains 14192 members 
Mstep: Class 7 contains 7100 members 
Mstep: Class 8 contains 187662 members 
Mstep: Class 9 contains 13568 members 
Mstep: Class 10 contains 7279 members 
Mstep: Class 11 contains 16433 members 
Mstep: Class 12 contains 7180 members 
Mstep: Class 13 contains 357 members 
Mstep: Class 14 contains 77274 members 
Mstep: Class 15 contains 2607 members 
Mstep: Class 16 contains 13101 members 
Mstep: Class 17 contains 1571 members 
Mstep: Class 18 contains 176 members 
Mstep: Class 19 contains 36751 members 
Mstep: Class 20 contains 1965 members 
Mstep: Class 21 contains 131819 members 
Mstep: Class 22 contains 3403 members 
Mstep: Class 23 contains 12938 members 
Mstep: Class 24 contains 3005 members 
Mstep: Class 25 contains 7923 members 
Mstep: Class 26 contains 4053 members 
Mstep: Class 27 contains 3930 members 
Mstep: Class 28 contains 25279 members 
Mstep: Class 29 contains 3895 members 
Mstep: Class 30 contains 1330 members 
Mstep: Class 31 contains 16412 members 
Mstep: Class 33 contains 411 members 
Mstep: Class 34 contains 151972 members 
Mstep: Class 35 contains 25903 members 
Mstep: Class 36 contains 2790 members 
Mstep: Class 37 contains 54598 members 
Mstep: Class 38 contains 24914 members 
Mstep: Class 39 contains 3173 members 
Mstep: Class 40 contains 1343 members 
Mstep: Class 41 contains 827 members 
Mstep: Class 42 contains 3086 members 
Mstep: Class 43 contains 5814 members 
Mstep: Class 44 contains 699 members 
Mstep: Class 45 contains 8042 members 
Mstep: Class 46 contains 20182 members 
Mstep: Class 47 contains 30772 members 
Mstep: Class 48 contains 9237 members 
Mstep: Class 49 contains 2227 members 
Mstep: Class 50 contains 5129 members 
Mstep: Class 51 contains 1654 members 
Mstep: Class 52 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115159800.000000 Penalty: 175994.609375
Iteration 84Q: 52 clusters Score -1.151598e+08 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 17641 members 
Mstep: Class 3 contains 2887 members 
Mstep: Class 4 contains 106075 members 
Mstep: Class 5 contains 19804 members 
Mstep: Class 6 contains 14121 members 
Mstep: Class 7 contains 7165 members 
Mstep: Class 8 contains 187467 members 
Mstep: Class 9 contains 13683 members 
Mstep: Class 10 contains 7283 members 
Mstep: Class 11 contains 16362 members 
Mstep: Class 12 contains 7161 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 77173 members 
Mstep: Class 15 contains 2599 members 
Mstep: Class 16 contains 13115 members 
Mstep: Class 17 contains 1572 members 
Mstep: Class 18 contains 176 members 
Mstep: Class 19 contains 36731 members 
Mstep: Class 20 contains 1974 members 
Mstep: Class 21 contains 131822 members 
Mstep: Class 22 contains 3419 members 
Mstep: Class 23 contains 12938 members 
Mstep: Class 24 contains 3021 members 
Mstep: Class 25 contains 7919 members 
Mstep: Class 26 contains 4042 members 
Mstep: Class 27 contains 4083 members 
Mstep: Class 28 contains 25269 members 
Mstep: Class 29 contains 4042 members 
Mstep: Class 30 contains 1330 members 
Mstep: Class 31 contains 16764 members 
Mstep: Class 33 contains 410 members 
Mstep: Class 34 contains 151658 members 
Mstep: Class 35 contains 25776 members 
Mstep: Class 36 contains 2741 members 
Mstep: Class 37 contains 54153 members 
Mstep: Class 38 contains 25130 members 
Mstep: Class 39 contains 3189 members 
Mstep: Class 40 contains 1346 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3085 members 
Mstep: Class 43 contains 5807 members 
Mstep: Class 44 contains 700 members 
Mstep: Class 45 contains 8062 members 
Mstep: Class 46 contains 19961 members 
Mstep: Class 47 contains 30758 members 
Mstep: Class 48 contains 9356 members 
Mstep: Class 49 contains 2295 members 
Mstep: Class 50 contains 5170 members 
Mstep: Class 51 contains 1652 members 
Mstep: Class 52 contains 1091 members 
Entering Unmasked Estep 
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Score: -115160280.000000 Penalty: 175994.609375
Iteration 85Q: 52 clusters Score -1.151603e+08 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 17684 members 
Mstep: Class 3 contains 2841 members 
Mstep: Class 4 contains 105948 members 
Mstep: Class 5 contains 20240 members 
Mstep: Class 6 contains 14064 members 
Mstep: Class 7 contains 7211 members 
Mstep: Class 8 contains 187279 members 
Mstep: Class 9 contains 13787 members 
Mstep: Class 10 contains 7267 members 
Mstep: Class 11 contains 16322 members 
Mstep: Class 12 contains 7149 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 77080 members 
Mstep: Class 15 contains 2590 members 
Mstep: Class 16 contains 13135 members 
Mstep: Class 17 contains 1572 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 36755 members 
Mstep: Class 20 contains 1982 members 
Mstep: Class 21 contains 131850 members 
Mstep: Class 22 contains 3419 members 
Mstep: Class 23 contains 12935 members 
Mstep: Class 24 contains 3033 members 
Mstep: Class 25 contains 7935 members 
Mstep: Class 26 contains 4040 members 
Mstep: Class 27 contains 4198 members 
Mstep: Class 28 contains 25256 members 
Mstep: Class 29 contains 4171 members 
Mstep: Class 30 contains 1330 members 
Mstep: Class 31 contains 17082 members 
Mstep: Class 33 contains 410 members 
Mstep: Class 34 contains 151363 members 
Mstep: Class 35 contains 25630 members 
Mstep: Class 36 contains 2697 members 
Mstep: Class 37 contains 53718 members 
Mstep: Class 38 contains 25331 members 
Mstep: Class 39 contains 3195 members 
Mstep: Class 40 contains 1350 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3085 members 
Mstep: Class 43 contains 5805 members 
Mstep: Class 44 contains 702 members 
Mstep: Class 45 contains 8090 members 
Mstep: Class 46 contains 19748 members 
Mstep: Class 47 contains 30755 members 
Mstep: Class 48 contains 9458 members 
Mstep: Class 49 contains 2362 members 
Mstep: Class 50 contains 5195 members 
Mstep: Class 51 contains 1652 members 
Mstep: Class 52 contains 1091 members 
Entering Unmasked Estep 
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Score: -115160816.000000 Penalty: 175994.609375
Iteration 86Q: 52 clusters Score -1.151608e+08 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 17745 members 
Mstep: Class 3 contains 2810 members 
Mstep: Class 4 contains 105859 members 
Mstep: Class 5 contains 20614 members 
Mstep: Class 6 contains 14027 members 
Mstep: Class 7 contains 7243 members 
Mstep: Class 8 contains 187085 members 
Mstep: Class 9 contains 13872 members 
Mstep: Class 10 contains 7255 members 
Mstep: Class 11 contains 16237 members 
Mstep: Class 12 contains 7143 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 76983 members 
Mstep: Class 15 contains 2583 members 
Mstep: Class 16 contains 13155 members 
Mstep: Class 17 contains 1573 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 36777 members 
Mstep: Class 20 contains 1983 members 
Mstep: Class 21 contains 131901 members 
Mstep: Class 22 contains 3427 members 
Mstep: Class 23 contains 12940 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 7945 members 
Mstep: Class 26 contains 4034 members 
Mstep: Class 27 contains 4301 members 
Mstep: Class 28 contains 25247 members 
Mstep: Class 29 contains 4290 members 
Mstep: Class 30 contains 1331 members 
Mstep: Class 31 contains 17355 members 
Mstep: Class 33 contains 410 members 
Mstep: Class 34 contains 151110 members 
Mstep: Class 35 contains 25525 members 
Mstep: Class 36 contains 2662 members 
Mstep: Class 37 contains 53249 members 
Mstep: Class 38 contains 25510 members 
Mstep: Class 39 contains 3198 members 
Mstep: Class 40 contains 1350 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3084 members 
Mstep: Class 43 contains 5803 members 
Mstep: Class 44 contains 703 members 
Mstep: Class 45 contains 8120 members 
Mstep: Class 46 contains 19583 members 
Mstep: Class 47 contains 30755 members 
Mstep: Class 48 contains 9576 members 
Mstep: Class 49 contains 2429 members 
Mstep: Class 50 contains 5211 members 
Mstep: Class 51 contains 1652 members 
Mstep: Class 52 contains 1091 members 
Entering Unmasked Estep 
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Score: -115161048.000000 Penalty: 175994.609375
Iteration 87Q: 52 clusters Score -1.15161e+08 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 17798 members 
Mstep: Class 3 contains 2792 members 
Mstep: Class 4 contains 105784 members 
Mstep: Class 5 contains 20971 members 
Mstep: Class 6 contains 14008 members 
Mstep: Class 7 contains 7273 members 
Mstep: Class 8 contains 186889 members 
Mstep: Class 9 contains 13944 members 
Mstep: Class 10 contains 7259 members 
Mstep: Class 11 contains 16164 members 
Mstep: Class 12 contains 7137 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 76881 members 
Mstep: Class 15 contains 2580 members 
Mstep: Class 16 contains 13164 members 
Mstep: Class 17 contains 1576 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 36816 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 131980 members 
Mstep: Class 22 contains 3431 members 
Mstep: Class 23 contains 12939 members 
Mstep: Class 24 contains 3058 members 
Mstep: Class 25 contains 7946 members 
Mstep: Class 26 contains 4030 members 
Mstep: Class 27 contains 4381 members 
Mstep: Class 28 contains 25250 members 
Mstep: Class 29 contains 4385 members 
Mstep: Class 30 contains 1332 members 
Mstep: Class 31 contains 17640 members 
Mstep: Class 33 contains 410 members 
Mstep: Class 34 contains 150842 members 
Mstep: Class 35 contains 25427 members 
Mstep: Class 36 contains 2627 members 
Mstep: Class 37 contains 52829 members 
Mstep: Class 38 contains 25658 members 
Mstep: Class 39 contains 3195 members 
Mstep: Class 40 contains 1351 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3084 members 
Mstep: Class 43 contains 5804 members 
Mstep: Class 44 contains 703 members 
Mstep: Class 45 contains 8157 members 
Mstep: Class 46 contains 19416 members 
Mstep: Class 47 contains 30754 members 
Mstep: Class 48 contains 9676 members 
Mstep: Class 49 contains 2489 members 
Mstep: Class 50 contains 5223 members 
Mstep: Class 51 contains 1652 members 
Mstep: Class 52 contains 1091 members 
Entering Unmasked Estep 
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Score: -115161664.000000 Penalty: 175994.609375
Iteration 88Q: 52 clusters Score -1.151617e+08 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 17829 members 
Mstep: Class 3 contains 2773 members 
Mstep: Class 4 contains 105714 members 
Mstep: Class 5 contains 21321 members 
Mstep: Class 6 contains 13981 members 
Mstep: Class 7 contains 7292 members 
Mstep: Class 8 contains 186723 members 
Mstep: Class 9 contains 14019 members 
Mstep: Class 10 contains 7264 members 
Mstep: Class 11 contains 16076 members 
Mstep: Class 12 contains 7128 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 76793 members 
Mstep: Class 15 contains 2575 members 
Mstep: Class 16 contains 13170 members 
Mstep: Class 17 contains 1578 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 36851 members 
Mstep: Class 20 contains 1983 members 
Mstep: Class 21 contains 132090 members 
Mstep: Class 22 contains 3441 members 
Mstep: Class 23 contains 12930 members 
Mstep: Class 24 contains 3059 members 
Mstep: Class 25 contains 7948 members 
Mstep: Class 26 contains 4025 members 
Mstep: Class 27 contains 4446 members 
Mstep: Class 28 contains 25255 members 
Mstep: Class 29 contains 4508 members 
Mstep: Class 30 contains 1333 members 
Mstep: Class 31 contains 17897 members 
Mstep: Class 33 contains 410 members 
Mstep: Class 34 contains 150561 members 
Mstep: Class 35 contains 25351 members 
Mstep: Class 36 contains 2601 members 
Mstep: Class 37 contains 52456 members 
Mstep: Class 38 contains 25833 members 
Mstep: Class 39 contains 3193 members 
Mstep: Class 40 contains 1353 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3084 members 
Mstep: Class 43 contains 5804 members 
Mstep: Class 44 contains 703 members 
Mstep: Class 45 contains 8195 members 
Mstep: Class 46 contains 19216 members 
Mstep: Class 47 contains 30750 members 
Mstep: Class 48 contains 9752 members 
Mstep: Class 49 contains 2535 members 
Mstep: Class 50 contains 5233 members 
Mstep: Class 51 contains 1652 members 
Mstep: Class 52 contains 1091 members 
Entering Unmasked Estep 
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Score: -115162336.000000 Penalty: 175994.609375
Iteration 89Q: 52 clusters Score -1.151623e+08 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 17877 members 
Mstep: Class 3 contains 2755 members 
Mstep: Class 4 contains 105653 members 
Mstep: Class 5 contains 21628 members 
Mstep: Class 6 contains 13975 members 
Mstep: Class 7 contains 7317 members 
Mstep: Class 8 contains 186544 members 
Mstep: Class 9 contains 14086 members 
Mstep: Class 10 contains 7266 members 
Mstep: Class 11 contains 16008 members 
Mstep: Class 12 contains 7129 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 76710 members 
Mstep: Class 15 contains 2572 members 
Mstep: Class 16 contains 13183 members 
Mstep: Class 17 contains 1578 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 36867 members 
Mstep: Class 20 contains 1986 members 
Mstep: Class 21 contains 132212 members 
Mstep: Class 22 contains 3451 members 
Mstep: Class 23 contains 12921 members 
Mstep: Class 24 contains 3059 members 
Mstep: Class 25 contains 7956 members 
Mstep: Class 26 contains 4024 members 
Mstep: Class 27 contains 4503 members 
Mstep: Class 28 contains 25251 members 
Mstep: Class 29 contains 4619 members 
Mstep: Class 30 contains 1334 members 
Mstep: Class 31 contains 18124 members 
Mstep: Class 33 contains 410 members 
Mstep: Class 34 contains 150314 members 
Mstep: Class 35 contains 25279 members 
Mstep: Class 36 contains 2581 members 
Mstep: Class 37 contains 52106 members 
Mstep: Class 38 contains 25975 members 
Mstep: Class 39 contains 3193 members 
Mstep: Class 40 contains 1353 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3084 members 
Mstep: Class 43 contains 5806 members 
Mstep: Class 44 contains 703 members 
Mstep: Class 45 contains 8229 members 
Mstep: Class 46 contains 19038 members 
Mstep: Class 47 contains 30718 members 
Mstep: Class 48 contains 9815 members 
Mstep: Class 49 contains 2583 members 
Mstep: Class 50 contains 5249 members 
Mstep: Class 51 contains 1652 members 
Mstep: Class 52 contains 1091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115162544.000000 Penalty: 175994.609375
Iteration 90Q: 52 clusters Score -1.151625e+08 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 17893 members 
Mstep: Class 3 contains 2739 members 
Mstep: Class 4 contains 105599 members 
Mstep: Class 5 contains 21912 members 
Mstep: Class 6 contains 13958 members 
Mstep: Class 7 contains 7340 members 
Mstep: Class 8 contains 186370 members 
Mstep: Class 9 contains 14158 members 
Mstep: Class 10 contains 7267 members 
Mstep: Class 11 contains 15942 members 
Mstep: Class 12 contains 7123 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 76607 members 
Mstep: Class 15 contains 2568 members 
Mstep: Class 16 contains 13211 members 
Mstep: Class 17 contains 1578 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 36881 members 
Mstep: Class 20 contains 1989 members 
Mstep: Class 21 contains 132338 members 
Mstep: Class 22 contains 3453 members 
Mstep: Class 23 contains 12906 members 
Mstep: Class 24 contains 3059 members 
Mstep: Class 25 contains 7953 members 
Mstep: Class 26 contains 4022 members 
Mstep: Class 27 contains 4548 members 
Mstep: Class 28 contains 25256 members 
Mstep: Class 29 contains 4738 members 
Mstep: Class 30 contains 1335 members 
Mstep: Class 31 contains 18339 members 
Mstep: Class 33 contains 410 members 
Mstep: Class 34 contains 150052 members 
Mstep: Class 35 contains 25243 members 
Mstep: Class 36 contains 2563 members 
Mstep: Class 37 contains 51795 members 
Mstep: Class 38 contains 26103 members 
Mstep: Class 39 contains 3193 members 
Mstep: Class 40 contains 1353 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3084 members 
Mstep: Class 43 contains 5806 members 
Mstep: Class 44 contains 703 members 
Mstep: Class 45 contains 8269 members 
Mstep: Class 46 contains 18880 members 
Mstep: Class 47 contains 30724 members 
Mstep: Class 48 contains 9875 members 
Mstep: Class 49 contains 2617 members 
Mstep: Class 50 contains 5261 members 
Mstep: Class 51 contains 1651 members 
Mstep: Class 52 contains 1091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115162616.000000 Penalty: 175994.609375
Iteration 91Q: 52 clusters Score -1.151626e+08 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 17916 members 
Mstep: Class 3 contains 2717 members 
Mstep: Class 4 contains 105531 members 
Mstep: Class 5 contains 22234 members 
Mstep: Class 6 contains 13941 members 
Mstep: Class 7 contains 7352 members 
Mstep: Class 8 contains 186230 members 
Mstep: Class 9 contains 14206 members 
Mstep: Class 10 contains 7266 members 
Mstep: Class 11 contains 15935 members 
Mstep: Class 12 contains 7116 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 76525 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 13229 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 36905 members 
Mstep: Class 20 contains 1990 members 
Mstep: Class 21 contains 132447 members 
Mstep: Class 22 contains 3447 members 
Mstep: Class 23 contains 12903 members 
Mstep: Class 24 contains 3053 members 
Mstep: Class 25 contains 7959 members 
Mstep: Class 26 contains 4017 members 
Mstep: Class 27 contains 4585 members 
Mstep: Class 28 contains 25255 members 
Mstep: Class 29 contains 4866 members 
Mstep: Class 30 contains 1336 members 
Mstep: Class 31 contains 18499 members 
Mstep: Class 33 contains 410 members 
Mstep: Class 34 contains 149818 members 
Mstep: Class 35 contains 25198 members 
Mstep: Class 36 contains 2545 members 
Mstep: Class 37 contains 51474 members 
Mstep: Class 38 contains 26206 members 
Mstep: Class 39 contains 3193 members 
Mstep: Class 40 contains 1351 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3083 members 
Mstep: Class 43 contains 5804 members 
Mstep: Class 44 contains 703 members 
Mstep: Class 45 contains 8325 members 
Mstep: Class 46 contains 18711 members 
Mstep: Class 47 contains 30732 members 
Mstep: Class 48 contains 9931 members 
Mstep: Class 49 contains 2656 members 
Mstep: Class 50 contains 5268 members 
Mstep: Class 51 contains 1650 members 
Mstep: Class 52 contains 1091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115163064.000000 Penalty: 175994.609375
Iteration 92Q: 52 clusters Score -1.151631e+08 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 17922 members 
Mstep: Class 3 contains 2697 members 
Mstep: Class 4 contains 105447 members 
Mstep: Class 5 contains 22586 members 
Mstep: Class 6 contains 13910 members 
Mstep: Class 7 contains 7370 members 
Mstep: Class 8 contains 186091 members 
Mstep: Class 9 contains 14249 members 
Mstep: Class 10 contains 7264 members 
Mstep: Class 11 contains 15946 members 
Mstep: Class 12 contains 7104 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 76446 members 
Mstep: Class 15 contains 2557 members 
Mstep: Class 16 contains 13245 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 36926 members 
Mstep: Class 20 contains 1993 members 
Mstep: Class 21 contains 132624 members 
Mstep: Class 22 contains 3439 members 
Mstep: Class 23 contains 12902 members 
Mstep: Class 24 contains 3052 members 
Mstep: Class 25 contains 7964 members 
Mstep: Class 26 contains 4017 members 
Mstep: Class 27 contains 4621 members 
Mstep: Class 28 contains 25250 members 
Mstep: Class 29 contains 4995 members 
Mstep: Class 30 contains 1338 members 
Mstep: Class 31 contains 18647 members 
Mstep: Class 33 contains 410 members 
Mstep: Class 34 contains 149604 members 
Mstep: Class 35 contains 25170 members 
Mstep: Class 36 contains 2533 members 
Mstep: Class 37 contains 51117 members 
Mstep: Class 38 contains 26291 members 
Mstep: Class 39 contains 3197 members 
Mstep: Class 40 contains 1350 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3081 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 703 members 
Mstep: Class 45 contains 8372 members 
Mstep: Class 46 contains 18539 members 
Mstep: Class 47 contains 30735 members 
Mstep: Class 48 contains 9963 members 
Mstep: Class 49 contains 2690 members 
Mstep: Class 50 contains 5270 members 
Mstep: Class 51 contains 1650 members 
Mstep: Class 52 contains 1091 members 
Entering Unmasked Estep 
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Score: -115163200.000000 Penalty: 175994.609375
Iteration 93Q: 52 clusters Score -1.151632e+08 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 17948 members 
Mstep: Class 3 contains 2668 members 
Mstep: Class 4 contains 105371 members 
Mstep: Class 5 contains 22962 members 
Mstep: Class 6 contains 13884 members 
Mstep: Class 7 contains 7392 members 
Mstep: Class 8 contains 185951 members 
Mstep: Class 9 contains 14286 members 
Mstep: Class 10 contains 7259 members 
Mstep: Class 11 contains 15982 members 
Mstep: Class 12 contains 7102 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 76379 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 16 contains 13261 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 36948 members 
Mstep: Class 20 contains 1994 members 
Mstep: Class 21 contains 132780 members 
Mstep: Class 22 contains 3423 members 
Mstep: Class 23 contains 12901 members 
Mstep: Class 24 contains 3050 members 
Mstep: Class 25 contains 7975 members 
Mstep: Class 26 contains 4013 members 
Mstep: Class 27 contains 4650 members 
Mstep: Class 28 contains 25243 members 
Mstep: Class 29 contains 5099 members 
Mstep: Class 30 contains 1340 members 
Mstep: Class 31 contains 18762 members 
Mstep: Class 33 contains 410 members 
Mstep: Class 34 contains 149407 members 
Mstep: Class 35 contains 25139 members 
Mstep: Class 36 contains 2514 members 
Mstep: Class 37 contains 50731 members 
Mstep: Class 38 contains 26393 members 
Mstep: Class 39 contains 3203 members 
Mstep: Class 40 contains 1349 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3079 members 
Mstep: Class 43 contains 5801 members 
Mstep: Class 44 contains 703 members 
Mstep: Class 45 contains 8410 members 
Mstep: Class 46 contains 18360 members 
Mstep: Class 47 contains 30728 members 
Mstep: Class 48 contains 10027 members 
Mstep: Class 49 contains 2724 members 
Mstep: Class 50 contains 5270 members 
Mstep: Class 51 contains 1650 members 
Mstep: Class 52 contains 1091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115163352.000000 Penalty: 175994.609375
Iteration 94Q: 52 clusters Score -1.151634e+08 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 17958 members 
Mstep: Class 3 contains 2640 members 
Mstep: Class 4 contains 105294 members 
Mstep: Class 5 contains 23342 members 
Mstep: Class 6 contains 13864 members 
Mstep: Class 7 contains 7408 members 
Mstep: Class 8 contains 185843 members 
Mstep: Class 9 contains 14320 members 
Mstep: Class 10 contains 7260 members 
Mstep: Class 11 contains 16012 members 
Mstep: Class 12 contains 7090 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 76309 members 
Mstep: Class 15 contains 2554 members 
Mstep: Class 16 contains 13264 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 36969 members 
Mstep: Class 20 contains 1994 members 
Mstep: Class 21 contains 132942 members 
Mstep: Class 22 contains 3415 members 
Mstep: Class 23 contains 12899 members 
Mstep: Class 24 contains 3047 members 
Mstep: Class 25 contains 7982 members 
Mstep: Class 26 contains 4007 members 
Mstep: Class 27 contains 4679 members 
Mstep: Class 28 contains 25242 members 
Mstep: Class 29 contains 5186 members 
Mstep: Class 30 contains 1342 members 
Mstep: Class 31 contains 18872 members 
Mstep: Class 33 contains 410 members 
Mstep: Class 34 contains 149216 members 
Mstep: Class 35 contains 25091 members 
Mstep: Class 36 contains 2499 members 
Mstep: Class 37 contains 50354 members 
Mstep: Class 38 contains 26472 members 
Mstep: Class 39 contains 3205 members 
Mstep: Class 40 contains 1349 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3077 members 
Mstep: Class 43 contains 5801 members 
Mstep: Class 44 contains 703 members 
Mstep: Class 45 contains 8449 members 
Mstep: Class 46 contains 18215 members 
Mstep: Class 47 contains 30738 members 
Mstep: Class 48 contains 10085 members 
Mstep: Class 49 contains 2757 members 
Mstep: Class 50 contains 5262 members 
Mstep: Class 51 contains 1649 members 
Mstep: Class 52 contains 1091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115163712.000000 Penalty: 175994.609375
Iteration 95Q: 52 clusters Score -1.151637e+08 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 17971 members 
Mstep: Class 3 contains 2614 members 
Mstep: Class 4 contains 105212 members 
Mstep: Class 5 contains 23682 members 
Mstep: Class 6 contains 13859 members 
Mstep: Class 7 contains 7422 members 
Mstep: Class 8 contains 185736 members 
Mstep: Class 9 contains 14356 members 
Mstep: Class 10 contains 7260 members 
Mstep: Class 11 contains 16030 members 
Mstep: Class 12 contains 7088 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 76235 members 
Mstep: Class 15 contains 2553 members 
Mstep: Class 16 contains 13293 members 
Mstep: Class 17 contains 1580 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 36985 members 
Mstep: Class 20 contains 1999 members 
Mstep: Class 21 contains 133094 members 
Mstep: Class 22 contains 3406 members 
Mstep: Class 23 contains 12896 members 
Mstep: Class 24 contains 3047 members 
Mstep: Class 25 contains 7991 members 
Mstep: Class 26 contains 4004 members 
Mstep: Class 27 contains 4703 members 
Mstep: Class 28 contains 25245 members 
Mstep: Class 29 contains 5258 members 
Mstep: Class 30 contains 1342 members 
Mstep: Class 31 contains 18990 members 
Mstep: Class 33 contains 410 members 
Mstep: Class 34 contains 149008 members 
Mstep: Class 35 contains 25061 members 
Mstep: Class 36 contains 2485 members 
Mstep: Class 37 contains 50001 members 
Mstep: Class 38 contains 26563 members 
Mstep: Class 39 contains 3205 members 
Mstep: Class 40 contains 1349 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3075 members 
Mstep: Class 43 contains 5801 members 
Mstep: Class 44 contains 703 members 
Mstep: Class 45 contains 8479 members 
Mstep: Class 46 contains 18071 members 
Mstep: Class 47 contains 30739 members 
Mstep: Class 48 contains 10134 members 
Mstep: Class 49 contains 2797 members 
Mstep: Class 50 contains 5256 members 
Mstep: Class 51 contains 1649 members 
Mstep: Class 52 contains 1091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115163616.000000 Penalty: 175994.609375
Iteration 96Q: 52 clusters Score -1.151636e+08 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 17980 members 
Mstep: Class 3 contains 2582 members 
Mstep: Class 4 contains 105112 members 
Mstep: Class 5 contains 24018 members 
Mstep: Class 6 contains 13850 members 
Mstep: Class 7 contains 7438 members 
Mstep: Class 8 contains 185635 members 
Mstep: Class 9 contains 14371 members 
Mstep: Class 10 contains 7263 members 
Mstep: Class 11 contains 16059 members 
Mstep: Class 12 contains 7083 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 76180 members 
Mstep: Class 15 contains 2552 members 
Mstep: Class 16 contains 13313 members 
Mstep: Class 17 contains 1580 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37016 members 
Mstep: Class 20 contains 2001 members 
Mstep: Class 21 contains 133208 members 
Mstep: Class 22 contains 3401 members 
Mstep: Class 23 contains 12895 members 
Mstep: Class 24 contains 3043 members 
Mstep: Class 25 contains 8005 members 
Mstep: Class 26 contains 4002 members 
Mstep: Class 27 contains 4714 members 
Mstep: Class 28 contains 25249 members 
Mstep: Class 29 contains 5310 members 
Mstep: Class 30 contains 1344 members 
Mstep: Class 31 contains 19080 members 
Mstep: Class 33 contains 410 members 
Mstep: Class 34 contains 148846 members 
Mstep: Class 35 contains 25041 members 
Mstep: Class 36 contains 2479 members 
Mstep: Class 37 contains 49668 members 
Mstep: Class 38 contains 26650 members 
Mstep: Class 39 contains 3205 members 
Mstep: Class 40 contains 1349 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3075 members 
Mstep: Class 43 contains 5801 members 
Mstep: Class 44 contains 703 members 
Mstep: Class 45 contains 8522 members 
Mstep: Class 46 contains 17939 members 
Mstep: Class 47 contains 30734 members 
Mstep: Class 48 contains 10185 members 
Mstep: Class 49 contains 2831 members 
Mstep: Class 50 contains 5257 members 
Mstep: Class 51 contains 1649 members 
Mstep: Class 52 contains 1091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115163712.000000 Penalty: 175994.609375
Iteration 97Q: 52 clusters Score -1.151637e+08 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 17988 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 105036 members 
Mstep: Class 5 contains 24331 members 
Mstep: Class 6 contains 13842 members 
Mstep: Class 7 contains 7451 members 
Mstep: Class 8 contains 185567 members 
Mstep: Class 9 contains 14392 members 
Mstep: Class 10 contains 7260 members 
Mstep: Class 11 contains 16099 members 
Mstep: Class 12 contains 7081 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 76124 members 
Mstep: Class 15 contains 2551 members 
Mstep: Class 16 contains 13354 members 
Mstep: Class 17 contains 1580 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37047 members 
Mstep: Class 20 contains 2001 members 
Mstep: Class 21 contains 133299 members 
Mstep: Class 22 contains 3395 members 
Mstep: Class 23 contains 12898 members 
Mstep: Class 24 contains 3034 members 
Mstep: Class 25 contains 8013 members 
Mstep: Class 26 contains 3997 members 
Mstep: Class 27 contains 4733 members 
Mstep: Class 28 contains 25249 members 
Mstep: Class 29 contains 5375 members 
Mstep: Class 30 contains 1347 members 
Mstep: Class 31 contains 19150 members 
Mstep: Class 33 contains 410 members 
Mstep: Class 34 contains 148701 members 
Mstep: Class 35 contains 25031 members 
Mstep: Class 36 contains 2475 members 
Mstep: Class 37 contains 49314 members 
Mstep: Class 38 contains 26720 members 
Mstep: Class 39 contains 3204 members 
Mstep: Class 40 contains 1350 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3075 members 
Mstep: Class 43 contains 5801 members 
Mstep: Class 44 contains 703 members 
Mstep: Class 45 contains 8554 members 
Mstep: Class 46 contains 17824 members 
Mstep: Class 47 contains 30731 members 
Mstep: Class 48 contains 10227 members 
Mstep: Class 49 contains 2852 members 
Mstep: Class 50 contains 5255 members 
Mstep: Class 51 contains 1649 members 
Mstep: Class 52 contains 1091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115164120.000000 Penalty: 175994.609375
Iteration 98Q: 52 clusters Score -1.151641e+08 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 17996 members 
Mstep: Class 3 contains 2520 members 
Mstep: Class 4 contains 104939 members 
Mstep: Class 5 contains 24666 members 
Mstep: Class 6 contains 13841 members 
Mstep: Class 7 contains 7459 members 
Mstep: Class 8 contains 185466 members 
Mstep: Class 9 contains 14394 members 
Mstep: Class 10 contains 7261 members 
Mstep: Class 11 contains 16142 members 
Mstep: Class 12 contains 7080 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 76083 members 
Mstep: Class 15 contains 2549 members 
Mstep: Class 16 contains 13381 members 
Mstep: Class 17 contains 1580 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37092 members 
Mstep: Class 20 contains 2003 members 
Mstep: Class 21 contains 133404 members 
Mstep: Class 22 contains 3389 members 
Mstep: Class 23 contains 12900 members 
Mstep: Class 24 contains 3023 members 
Mstep: Class 25 contains 8027 members 
Mstep: Class 26 contains 3993 members 
Mstep: Class 27 contains 4746 members 
Mstep: Class 28 contains 25253 members 
Mstep: Class 29 contains 5418 members 
Mstep: Class 30 contains 1351 members 
Mstep: Class 31 contains 19216 members 
Mstep: Class 33 contains 410 members 
Mstep: Class 34 contains 148562 members 
Mstep: Class 35 contains 25012 members 
Mstep: Class 36 contains 2474 members 
Mstep: Class 37 contains 48965 members 
Mstep: Class 38 contains 26791 members 
Mstep: Class 39 contains 3204 members 
Mstep: Class 40 contains 1349 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3073 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 703 members 
Mstep: Class 45 contains 8584 members 
Mstep: Class 46 contains 17732 members 
Mstep: Class 47 contains 30730 members 
Mstep: Class 48 contains 10264 members 
Mstep: Class 49 contains 2881 members 
Mstep: Class 50 contains 5254 members 
Mstep: Class 51 contains 1649 members 
Mstep: Class 52 contains 1091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115164184.000000 Penalty: 175994.609375
Iteration 99Q: 52 clusters Score -1.151642e+08 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 18004 members 
Mstep: Class 3 contains 2493 members 
Mstep: Class 4 contains 104873 members 
Mstep: Class 5 contains 24994 members 
Mstep: Class 6 contains 13840 members 
Mstep: Class 7 contains 7464 members 
Mstep: Class 8 contains 185381 members 
Mstep: Class 9 contains 14405 members 
Mstep: Class 10 contains 7263 members 
Mstep: Class 11 contains 16196 members 
Mstep: Class 12 contains 7073 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 76036 members 
Mstep: Class 15 contains 2544 members 
Mstep: Class 16 contains 13402 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37122 members 
Mstep: Class 20 contains 2005 members 
Mstep: Class 21 contains 133546 members 
Mstep: Class 22 contains 3381 members 
Mstep: Class 23 contains 12900 members 
Mstep: Class 24 contains 3019 members 
Mstep: Class 25 contains 8040 members 
Mstep: Class 26 contains 3991 members 
Mstep: Class 27 contains 4758 members 
Mstep: Class 28 contains 25266 members 
Mstep: Class 29 contains 5440 members 
Mstep: Class 30 contains 1356 members 
Mstep: Class 31 contains 19271 members 
Mstep: Class 33 contains 410 members 
Mstep: Class 34 contains 148419 members 
Mstep: Class 35 contains 24990 members 
Mstep: Class 36 contains 2466 members 
Mstep: Class 37 contains 48598 members 
Mstep: Class 38 contains 26846 members 
Mstep: Class 39 contains 3206 members 
Mstep: Class 40 contains 1349 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3071 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 703 members 
Mstep: Class 45 contains 8617 members 
Mstep: Class 46 contains 17640 members 
Mstep: Class 47 contains 30722 members 
Mstep: Class 48 contains 10305 members 
Mstep: Class 49 contains 2915 members 
Mstep: Class 50 contains 5255 members 
Mstep: Class 51 contains 1649 members 
Mstep: Class 52 contains 1091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115164392.000000 Penalty: 175994.609375
Iteration 100F: 52 clusters Score -1.151644e+08 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 18027 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 104802 members 
Mstep: Class 5 contains 25305 members 
Mstep: Class 6 contains 13839 members 
Mstep: Class 7 contains 7466 members 
Mstep: Class 8 contains 185306 members 
Mstep: Class 9 contains 14426 members 
Mstep: Class 10 contains 7261 members 
Mstep: Class 11 contains 16227 members 
Mstep: Class 12 contains 7067 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 76002 members 
Mstep: Class 15 contains 2541 members 
Mstep: Class 16 contains 13409 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37145 members 
Mstep: Class 20 contains 2007 members 
Mstep: Class 21 contains 133670 members 
Mstep: Class 22 contains 3372 members 
Mstep: Class 23 contains 12899 members 
Mstep: Class 24 contains 3018 members 
Mstep: Class 25 contains 8047 members 
Mstep: Class 26 contains 3987 members 
Mstep: Class 27 contains 4779 members 
Mstep: Class 28 contains 25274 members 
Mstep: Class 29 contains 5466 members 
Mstep: Class 30 contains 1359 members 
Mstep: Class 31 contains 19316 members 
Mstep: Class 33 contains 411 members 
Mstep: Class 34 contains 148301 members 
Mstep: Class 35 contains 24973 members 
Mstep: Class 36 contains 2454 members 
Mstep: Class 37 contains 48256 members 
Mstep: Class 38 contains 26893 members 
Mstep: Class 39 contains 3206 members 
Mstep: Class 40 contains 1351 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3071 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 703 members 
Mstep: Class 45 contains 8652 members 
Mstep: Class 46 contains 17569 members 
Mstep: Class 47 contains 30730 members 
Mstep: Class 48 contains 10317 members 
Mstep: Class 49 contains 2948 members 
Mstep: Class 50 contains 5256 members 
Mstep: Class 51 contains 1649 members 
Mstep: Class 52 contains 1091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115164616.000000 Penalty: 175994.609375
Iteration 101Q: 52 clusters Score -1.151646e+08 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 18033 members 
Mstep: Class 3 contains 2433 members 
Mstep: Class 4 contains 104749 members 
Mstep: Class 5 contains 25598 members 
Mstep: Class 6 contains 13837 members 
Mstep: Class 7 contains 7467 members 
Mstep: Class 8 contains 185222 members 
Mstep: Class 9 contains 14449 members 
Mstep: Class 10 contains 7262 members 
Mstep: Class 11 contains 16277 members 
Mstep: Class 12 contains 7062 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 75971 members 
Mstep: Class 15 contains 2539 members 
Mstep: Class 16 contains 13415 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37168 members 
Mstep: Class 20 contains 2008 members 
Mstep: Class 21 contains 133796 members 
Mstep: Class 22 contains 3367 members 
Mstep: Class 23 contains 12899 members 
Mstep: Class 24 contains 3017 members 
Mstep: Class 25 contains 8056 members 
Mstep: Class 26 contains 3986 members 
Mstep: Class 27 contains 4791 members 
Mstep: Class 28 contains 25276 members 
Mstep: Class 29 contains 5469 members 
Mstep: Class 30 contains 1361 members 
Mstep: Class 31 contains 19354 members 
Mstep: Class 33 contains 410 members 
Mstep: Class 34 contains 148207 members 
Mstep: Class 35 contains 24972 members 
Mstep: Class 36 contains 2445 members 
Mstep: Class 37 contains 47908 members 
Mstep: Class 38 contains 26927 members 
Mstep: Class 39 contains 3205 members 
Mstep: Class 40 contains 1352 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3072 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 703 members 
Mstep: Class 45 contains 8671 members 
Mstep: Class 46 contains 17503 members 
Mstep: Class 47 contains 30727 members 
Mstep: Class 48 contains 10356 members 
Mstep: Class 49 contains 2981 members 
Mstep: Class 50 contains 5261 members 
Mstep: Class 51 contains 1649 members 
Mstep: Class 52 contains 1092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115164968.000000 Penalty: 175994.609375
Iteration 102Q: 52 clusters Score -1.15165e+08 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 18050 members 
Mstep: Class 3 contains 2409 members 
Mstep: Class 4 contains 104703 members 
Mstep: Class 5 contains 25883 members 
Mstep: Class 6 contains 13840 members 
Mstep: Class 7 contains 7470 members 
Mstep: Class 8 contains 185160 members 
Mstep: Class 9 contains 14470 members 
Mstep: Class 10 contains 7263 members 
Mstep: Class 11 contains 16321 members 
Mstep: Class 12 contains 7055 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 75936 members 
Mstep: Class 15 contains 2535 members 
Mstep: Class 16 contains 13410 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37196 members 
Mstep: Class 20 contains 2008 members 
Mstep: Class 21 contains 133900 members 
Mstep: Class 22 contains 3365 members 
Mstep: Class 23 contains 12899 members 
Mstep: Class 24 contains 3014 members 
Mstep: Class 25 contains 8064 members 
Mstep: Class 26 contains 3982 members 
Mstep: Class 27 contains 4798 members 
Mstep: Class 28 contains 25280 members 
Mstep: Class 29 contains 5474 members 
Mstep: Class 30 contains 1364 members 
Mstep: Class 31 contains 19395 members 
Mstep: Class 33 contains 409 members 
Mstep: Class 34 contains 148107 members 
Mstep: Class 35 contains 24978 members 
Mstep: Class 36 contains 2431 members 
Mstep: Class 37 contains 47576 members 
Mstep: Class 38 contains 26957 members 
Mstep: Class 39 contains 3205 members 
Mstep: Class 40 contains 1352 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3072 members 
Mstep: Class 43 contains 5801 members 
Mstep: Class 44 contains 703 members 
Mstep: Class 45 contains 8681 members 
Mstep: Class 46 contains 17446 members 
Mstep: Class 47 contains 30722 members 
Mstep: Class 48 contains 10388 members 
Mstep: Class 49 contains 3019 members 
Mstep: Class 50 contains 5266 members 
Mstep: Class 51 contains 1649 members 
Mstep: Class 52 contains 1093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115165000.000000 Penalty: 175994.609375
Iteration 103Q: 52 clusters Score -1.15165e+08 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 18055 members 
Mstep: Class 3 contains 2390 members 
Mstep: Class 4 contains 104677 members 
Mstep: Class 5 contains 26123 members 
Mstep: Class 6 contains 13839 members 
Mstep: Class 7 contains 7473 members 
Mstep: Class 8 contains 185101 members 
Mstep: Class 9 contains 14485 members 
Mstep: Class 10 contains 7259 members 
Mstep: Class 11 contains 16352 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 75905 members 
Mstep: Class 15 contains 2531 members 
Mstep: Class 16 contains 13414 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37221 members 
Mstep: Class 20 contains 2007 members 
Mstep: Class 21 contains 134000 members 
Mstep: Class 22 contains 3363 members 
Mstep: Class 23 contains 12901 members 
Mstep: Class 24 contains 3010 members 
Mstep: Class 25 contains 8066 members 
Mstep: Class 26 contains 3982 members 
Mstep: Class 27 contains 4823 members 
Mstep: Class 28 contains 25286 members 
Mstep: Class 29 contains 5476 members 
Mstep: Class 30 contains 1369 members 
Mstep: Class 31 contains 19432 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 148006 members 
Mstep: Class 35 contains 24988 members 
Mstep: Class 36 contains 2416 members 
Mstep: Class 37 contains 47275 members 
Mstep: Class 38 contains 26993 members 
Mstep: Class 39 contains 3206 members 
Mstep: Class 40 contains 1353 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3072 members 
Mstep: Class 43 contains 5799 members 
Mstep: Class 44 contains 703 members 
Mstep: Class 45 contains 8690 members 
Mstep: Class 46 contains 17390 members 
Mstep: Class 47 contains 30721 members 
Mstep: Class 48 contains 10405 members 
Mstep: Class 49 contains 3063 members 
Mstep: Class 50 contains 5270 members 
Mstep: Class 51 contains 1648 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115164744.000000 Penalty: 175994.609375
Iteration 104Q: 52 clusters Score -1.151647e+08 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 18069 members 
Mstep: Class 3 contains 2377 members 
Mstep: Class 4 contains 104640 members 
Mstep: Class 5 contains 26363 members 
Mstep: Class 6 contains 13832 members 
Mstep: Class 7 contains 7475 members 
Mstep: Class 8 contains 185059 members 
Mstep: Class 9 contains 14500 members 
Mstep: Class 10 contains 7258 members 
Mstep: Class 11 contains 16399 members 
Mstep: Class 12 contains 7049 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 75875 members 
Mstep: Class 15 contains 2529 members 
Mstep: Class 16 contains 13406 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37245 members 
Mstep: Class 20 contains 2008 members 
Mstep: Class 21 contains 134081 members 
Mstep: Class 22 contains 3365 members 
Mstep: Class 23 contains 12901 members 
Mstep: Class 24 contains 3004 members 
Mstep: Class 25 contains 8065 members 
Mstep: Class 26 contains 3982 members 
Mstep: Class 27 contains 4840 members 
Mstep: Class 28 contains 25293 members 
Mstep: Class 29 contains 5464 members 
Mstep: Class 30 contains 1369 members 
Mstep: Class 31 contains 19465 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 147906 members 
Mstep: Class 35 contains 24988 members 
Mstep: Class 36 contains 2401 members 
Mstep: Class 37 contains 46999 members 
Mstep: Class 38 contains 27037 members 
Mstep: Class 39 contains 3205 members 
Mstep: Class 40 contains 1353 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3071 members 
Mstep: Class 43 contains 5799 members 
Mstep: Class 44 contains 703 members 
Mstep: Class 45 contains 8696 members 
Mstep: Class 46 contains 17333 members 
Mstep: Class 47 contains 30725 members 
Mstep: Class 48 contains 10435 members 
Mstep: Class 49 contains 3107 members 
Mstep: Class 50 contains 5268 members 
Mstep: Class 51 contains 1648 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115164744.000000 Penalty: 175994.609375
Iteration 105Q: 52 clusters Score -1.151647e+08 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 18075 members 
Mstep: Class 3 contains 2367 members 
Mstep: Class 4 contains 104593 members 
Mstep: Class 5 contains 26607 members 
Mstep: Class 6 contains 13833 members 
Mstep: Class 7 contains 7478 members 
Mstep: Class 8 contains 185006 members 
Mstep: Class 9 contains 14515 members 
Mstep: Class 10 contains 7259 members 
Mstep: Class 11 contains 16458 members 
Mstep: Class 12 contains 7047 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 75846 members 
Mstep: Class 15 contains 2526 members 
Mstep: Class 16 contains 13406 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37273 members 
Mstep: Class 20 contains 2008 members 
Mstep: Class 21 contains 134197 members 
Mstep: Class 22 contains 3364 members 
Mstep: Class 23 contains 12902 members 
Mstep: Class 24 contains 3000 members 
Mstep: Class 25 contains 8064 members 
Mstep: Class 26 contains 3981 members 
Mstep: Class 27 contains 4850 members 
Mstep: Class 28 contains 25296 members 
Mstep: Class 29 contains 5453 members 
Mstep: Class 30 contains 1371 members 
Mstep: Class 31 contains 19501 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 147794 members 
Mstep: Class 35 contains 24978 members 
Mstep: Class 36 contains 2391 members 
Mstep: Class 37 contains 46721 members 
Mstep: Class 38 contains 27062 members 
Mstep: Class 39 contains 3205 members 
Mstep: Class 40 contains 1355 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3072 members 
Mstep: Class 43 contains 5799 members 
Mstep: Class 44 contains 703 members 
Mstep: Class 45 contains 8705 members 
Mstep: Class 46 contains 17277 members 
Mstep: Class 47 contains 30734 members 
Mstep: Class 48 contains 10455 members 
Mstep: Class 49 contains 3142 members 
Mstep: Class 50 contains 5266 members 
Mstep: Class 51 contains 1647 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115165000.000000 Penalty: 175994.609375
Iteration 106Q: 52 clusters Score -1.15165e+08 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 18083 members 
Mstep: Class 3 contains 2358 members 
Mstep: Class 4 contains 104569 members 
Mstep: Class 5 contains 26835 members 
Mstep: Class 6 contains 13830 members 
Mstep: Class 7 contains 7489 members 
Mstep: Class 8 contains 184964 members 
Mstep: Class 9 contains 14527 members 
Mstep: Class 10 contains 7259 members 
Mstep: Class 11 contains 16498 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 75823 members 
Mstep: Class 15 contains 2526 members 
Mstep: Class 16 contains 13419 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37301 members 
Mstep: Class 20 contains 2007 members 
Mstep: Class 21 contains 134293 members 
Mstep: Class 22 contains 3360 members 
Mstep: Class 23 contains 12902 members 
Mstep: Class 24 contains 2995 members 
Mstep: Class 25 contains 8063 members 
Mstep: Class 26 contains 3980 members 
Mstep: Class 27 contains 4860 members 
Mstep: Class 28 contains 25306 members 
Mstep: Class 29 contains 5457 members 
Mstep: Class 30 contains 1374 members 
Mstep: Class 31 contains 19543 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 147703 members 
Mstep: Class 35 contains 24975 members 
Mstep: Class 36 contains 2377 members 
Mstep: Class 37 contains 46425 members 
Mstep: Class 38 contains 27086 members 
Mstep: Class 39 contains 3205 members 
Mstep: Class 40 contains 1356 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3071 members 
Mstep: Class 43 contains 5799 members 
Mstep: Class 44 contains 703 members 
Mstep: Class 45 contains 8712 members 
Mstep: Class 46 contains 17224 members 
Mstep: Class 47 contains 30727 members 
Mstep: Class 48 contains 10471 members 
Mstep: Class 49 contains 3179 members 
Mstep: Class 50 contains 5264 members 
Mstep: Class 51 contains 1647 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115164960.000000 Penalty: 175994.609375
Iteration 107Q: 52 clusters Score -1.15165e+08 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 18093 members 
Mstep: Class 3 contains 2348 members 
Mstep: Class 4 contains 104543 members 
Mstep: Class 5 contains 27071 members 
Mstep: Class 6 contains 13828 members 
Mstep: Class 7 contains 7497 members 
Mstep: Class 8 contains 184919 members 
Mstep: Class 9 contains 14534 members 
Mstep: Class 10 contains 7259 members 
Mstep: Class 11 contains 16533 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 75806 members 
Mstep: Class 15 contains 2525 members 
Mstep: Class 16 contains 13424 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37326 members 
Mstep: Class 20 contains 2007 members 
Mstep: Class 21 contains 134373 members 
Mstep: Class 22 contains 3357 members 
Mstep: Class 23 contains 12903 members 
Mstep: Class 24 contains 2996 members 
Mstep: Class 25 contains 8060 members 
Mstep: Class 26 contains 3979 members 
Mstep: Class 27 contains 4869 members 
Mstep: Class 28 contains 25308 members 
Mstep: Class 29 contains 5457 members 
Mstep: Class 30 contains 1377 members 
Mstep: Class 31 contains 19573 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 147629 members 
Mstep: Class 35 contains 24983 members 
Mstep: Class 36 contains 2369 members 
Mstep: Class 37 contains 46131 members 
Mstep: Class 38 contains 27099 members 
Mstep: Class 39 contains 3205 members 
Mstep: Class 40 contains 1360 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3071 members 
Mstep: Class 43 contains 5796 members 
Mstep: Class 44 contains 703 members 
Mstep: Class 45 contains 8712 members 
Mstep: Class 46 contains 17180 members 
Mstep: Class 47 contains 30721 members 
Mstep: Class 48 contains 10495 members 
Mstep: Class 49 contains 3214 members 
Mstep: Class 50 contains 5262 members 
Mstep: Class 51 contains 1647 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115164976.000000 Penalty: 175994.609375
Iteration 108Q: 52 clusters Score -1.15165e+08 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 18107 members 
Mstep: Class 3 contains 2339 members 
Mstep: Class 4 contains 104533 members 
Mstep: Class 5 contains 27296 members 
Mstep: Class 6 contains 13827 members 
Mstep: Class 7 contains 7501 members 
Mstep: Class 8 contains 184887 members 
Mstep: Class 9 contains 14544 members 
Mstep: Class 10 contains 7260 members 
Mstep: Class 11 contains 16567 members 
Mstep: Class 12 contains 7031 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 75793 members 
Mstep: Class 15 contains 2525 members 
Mstep: Class 16 contains 13428 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37347 members 
Mstep: Class 20 contains 2007 members 
Mstep: Class 21 contains 134423 members 
Mstep: Class 22 contains 3351 members 
Mstep: Class 23 contains 12902 members 
Mstep: Class 24 contains 2993 members 
Mstep: Class 25 contains 8062 members 
Mstep: Class 26 contains 3979 members 
Mstep: Class 27 contains 4875 members 
Mstep: Class 28 contains 25310 members 
Mstep: Class 29 contains 5460 members 
Mstep: Class 30 contains 1378 members 
Mstep: Class 31 contains 19598 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 147575 members 
Mstep: Class 35 contains 24992 members 
Mstep: Class 36 contains 2358 members 
Mstep: Class 37 contains 45814 members 
Mstep: Class 38 contains 27109 members 
Mstep: Class 39 contains 3206 members 
Mstep: Class 40 contains 1361 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3072 members 
Mstep: Class 43 contains 5796 members 
Mstep: Class 44 contains 703 members 
Mstep: Class 45 contains 8715 members 
Mstep: Class 46 contains 17152 members 
Mstep: Class 47 contains 30715 members 
Mstep: Class 48 contains 10539 members 
Mstep: Class 49 contains 3241 members 
Mstep: Class 50 contains 5257 members 
Mstep: Class 51 contains 1647 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115165200.000000 Penalty: 175994.609375
Iteration 109Q: 52 clusters Score -1.151652e+08 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 18124 members 
Mstep: Class 3 contains 2333 members 
Mstep: Class 4 contains 104513 members 
Mstep: Class 5 contains 27519 members 
Mstep: Class 6 contains 13829 members 
Mstep: Class 7 contains 7508 members 
Mstep: Class 8 contains 184841 members 
Mstep: Class 9 contains 14551 members 
Mstep: Class 10 contains 7260 members 
Mstep: Class 11 contains 16600 members 
Mstep: Class 12 contains 7030 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 75768 members 
Mstep: Class 15 contains 2525 members 
Mstep: Class 16 contains 13434 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37374 members 
Mstep: Class 20 contains 2007 members 
Mstep: Class 21 contains 134524 members 
Mstep: Class 22 contains 3348 members 
Mstep: Class 23 contains 12904 members 
Mstep: Class 24 contains 2989 members 
Mstep: Class 25 contains 8066 members 
Mstep: Class 26 contains 3979 members 
Mstep: Class 27 contains 4884 members 
Mstep: Class 28 contains 25316 members 
Mstep: Class 29 contains 5460 members 
Mstep: Class 30 contains 1382 members 
Mstep: Class 31 contains 19621 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 147505 members 
Mstep: Class 35 contains 25003 members 
Mstep: Class 36 contains 2348 members 
Mstep: Class 37 contains 45501 members 
Mstep: Class 38 contains 27111 members 
Mstep: Class 39 contains 3208 members 
Mstep: Class 40 contains 1361 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3072 members 
Mstep: Class 43 contains 5795 members 
Mstep: Class 44 contains 703 members 
Mstep: Class 45 contains 8714 members 
Mstep: Class 46 contains 17126 members 
Mstep: Class 47 contains 30710 members 
Mstep: Class 48 contains 10564 members 
Mstep: Class 49 contains 3264 members 
Mstep: Class 50 contains 5253 members 
Mstep: Class 51 contains 1647 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115165088.000000 Penalty: 175994.609375
Iteration 110Q: 52 clusters Score -1.151651e+08 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 18139 members 
Mstep: Class 3 contains 2323 members 
Mstep: Class 4 contains 104494 members 
Mstep: Class 5 contains 27739 members 
Mstep: Class 6 contains 13831 members 
Mstep: Class 7 contains 7510 members 
Mstep: Class 8 contains 184804 members 
Mstep: Class 9 contains 14557 members 
Mstep: Class 10 contains 7260 members 
Mstep: Class 11 contains 16622 members 
Mstep: Class 12 contains 7026 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 75752 members 
Mstep: Class 15 contains 2524 members 
Mstep: Class 16 contains 13449 members 
Mstep: Class 17 contains 1580 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37400 members 
Mstep: Class 20 contains 2007 members 
Mstep: Class 21 contains 134592 members 
Mstep: Class 22 contains 3343 members 
Mstep: Class 23 contains 12908 members 
Mstep: Class 24 contains 2980 members 
Mstep: Class 25 contains 8066 members 
Mstep: Class 26 contains 3979 members 
Mstep: Class 27 contains 4894 members 
Mstep: Class 28 contains 25313 members 
Mstep: Class 29 contains 5465 members 
Mstep: Class 30 contains 1388 members 
Mstep: Class 31 contains 19646 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 147443 members 
Mstep: Class 35 contains 25023 members 
Mstep: Class 36 contains 2337 members 
Mstep: Class 37 contains 45201 members 
Mstep: Class 38 contains 27130 members 
Mstep: Class 39 contains 3207 members 
Mstep: Class 40 contains 1362 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3072 members 
Mstep: Class 43 contains 5794 members 
Mstep: Class 44 contains 703 members 
Mstep: Class 45 contains 8712 members 
Mstep: Class 46 contains 17099 members 
Mstep: Class 47 contains 30707 members 
Mstep: Class 48 contains 10589 members 
Mstep: Class 49 contains 3282 members 
Mstep: Class 50 contains 5254 members 
Mstep: Class 51 contains 1647 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115165072.000000 Penalty: 175994.609375
Iteration 111Q: 52 clusters Score -1.151651e+08 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 18160 members 
Mstep: Class 3 contains 2311 members 
Mstep: Class 4 contains 104470 members 
Mstep: Class 5 contains 27969 members 
Mstep: Class 6 contains 13832 members 
Mstep: Class 7 contains 7510 members 
Mstep: Class 8 contains 184782 members 
Mstep: Class 9 contains 14567 members 
Mstep: Class 10 contains 7258 members 
Mstep: Class 11 contains 16650 members 
Mstep: Class 12 contains 7025 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 75737 members 
Mstep: Class 15 contains 2521 members 
Mstep: Class 16 contains 13456 members 
Mstep: Class 17 contains 1580 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37426 members 
Mstep: Class 20 contains 2008 members 
Mstep: Class 21 contains 134630 members 
Mstep: Class 22 contains 3341 members 
Mstep: Class 23 contains 12908 members 
Mstep: Class 24 contains 2972 members 
Mstep: Class 25 contains 8068 members 
Mstep: Class 26 contains 3976 members 
Mstep: Class 27 contains 4912 members 
Mstep: Class 28 contains 25314 members 
Mstep: Class 29 contains 5466 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 19673 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 147386 members 
Mstep: Class 35 contains 25038 members 
Mstep: Class 36 contains 2324 members 
Mstep: Class 37 contains 44903 members 
Mstep: Class 38 contains 27143 members 
Mstep: Class 39 contains 3208 members 
Mstep: Class 40 contains 1362 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3072 members 
Mstep: Class 43 contains 5794 members 
Mstep: Class 44 contains 703 members 
Mstep: Class 45 contains 8708 members 
Mstep: Class 46 contains 17080 members 
Mstep: Class 47 contains 30706 members 
Mstep: Class 48 contains 10601 members 
Mstep: Class 49 contains 3304 members 
Mstep: Class 50 contains 5257 members 
Mstep: Class 51 contains 1647 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115165272.000000 Penalty: 175994.609375
Iteration 112Q: 52 clusters Score -1.151653e+08 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 18172 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 104444 members 
Mstep: Class 5 contains 28206 members 
Mstep: Class 6 contains 13834 members 
Mstep: Class 7 contains 7511 members 
Mstep: Class 8 contains 184749 members 
Mstep: Class 9 contains 14576 members 
Mstep: Class 10 contains 7260 members 
Mstep: Class 11 contains 16663 members 
Mstep: Class 12 contains 7023 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 75720 members 
Mstep: Class 15 contains 2520 members 
Mstep: Class 16 contains 13460 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37444 members 
Mstep: Class 20 contains 2008 members 
Mstep: Class 21 contains 134707 members 
Mstep: Class 22 contains 3336 members 
Mstep: Class 23 contains 12913 members 
Mstep: Class 24 contains 2967 members 
Mstep: Class 25 contains 8069 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4931 members 
Mstep: Class 28 contains 25309 members 
Mstep: Class 29 contains 5473 members 
Mstep: Class 30 contains 1405 members 
Mstep: Class 31 contains 19700 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 147316 members 
Mstep: Class 35 contains 25045 members 
Mstep: Class 36 contains 2305 members 
Mstep: Class 37 contains 44618 members 
Mstep: Class 38 contains 27151 members 
Mstep: Class 39 contains 3206 members 
Mstep: Class 40 contains 1363 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3072 members 
Mstep: Class 43 contains 5794 members 
Mstep: Class 44 contains 703 members 
Mstep: Class 45 contains 8702 members 
Mstep: Class 46 contains 17066 members 
Mstep: Class 47 contains 30704 members 
Mstep: Class 48 contains 10619 members 
Mstep: Class 49 contains 3330 members 
Mstep: Class 50 contains 5257 members 
Mstep: Class 51 contains 1646 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115165568.000000 Penalty: 175994.609375
Iteration 113Q: 52 clusters Score -1.151656e+08 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 18185 members 
Mstep: Class 3 contains 2280 members 
Mstep: Class 4 contains 104429 members 
Mstep: Class 5 contains 28459 members 
Mstep: Class 6 contains 13836 members 
Mstep: Class 7 contains 7514 members 
Mstep: Class 8 contains 184727 members 
Mstep: Class 9 contains 14576 members 
Mstep: Class 10 contains 7262 members 
Mstep: Class 11 contains 16687 members 
Mstep: Class 12 contains 7024 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 75705 members 
Mstep: Class 15 contains 2520 members 
Mstep: Class 16 contains 13464 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37453 members 
Mstep: Class 20 contains 2009 members 
Mstep: Class 21 contains 134771 members 
Mstep: Class 22 contains 3334 members 
Mstep: Class 23 contains 12917 members 
Mstep: Class 24 contains 2963 members 
Mstep: Class 25 contains 8068 members 
Mstep: Class 26 contains 3976 members 
Mstep: Class 27 contains 4957 members 
Mstep: Class 28 contains 25311 members 
Mstep: Class 29 contains 5484 members 
Mstep: Class 30 contains 1417 members 
Mstep: Class 31 contains 19715 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 147264 members 
Mstep: Class 35 contains 25054 members 
Mstep: Class 36 contains 2284 members 
Mstep: Class 37 contains 44290 members 
Mstep: Class 38 contains 27161 members 
Mstep: Class 39 contains 3207 members 
Mstep: Class 40 contains 1364 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3072 members 
Mstep: Class 43 contains 5795 members 
Mstep: Class 44 contains 703 members 
Mstep: Class 45 contains 8693 members 
Mstep: Class 46 contains 17051 members 
Mstep: Class 47 contains 30695 members 
Mstep: Class 48 contains 10639 members 
Mstep: Class 49 contains 3354 members 
Mstep: Class 50 contains 5253 members 
Mstep: Class 51 contains 1646 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115165992.000000 Penalty: 175994.609375
Iteration 114Q: 52 clusters Score -1.15166e+08 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 18188 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 104399 members 
Mstep: Class 5 contains 28737 members 
Mstep: Class 6 contains 13834 members 
Mstep: Class 7 contains 7517 members 
Mstep: Class 8 contains 184692 members 
Mstep: Class 9 contains 14587 members 
Mstep: Class 10 contains 7262 members 
Mstep: Class 11 contains 16700 members 
Mstep: Class 12 contains 7018 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 75684 members 
Mstep: Class 15 contains 2520 members 
Mstep: Class 16 contains 13466 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37456 members 
Mstep: Class 20 contains 2007 members 
Mstep: Class 21 contains 134864 members 
Mstep: Class 22 contains 3331 members 
Mstep: Class 23 contains 12919 members 
Mstep: Class 24 contains 2961 members 
Mstep: Class 25 contains 8069 members 
Mstep: Class 26 contains 3976 members 
Mstep: Class 27 contains 4982 members 
Mstep: Class 28 contains 25311 members 
Mstep: Class 29 contains 5490 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 19743 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 147202 members 
Mstep: Class 35 contains 25067 members 
Mstep: Class 36 contains 2259 members 
Mstep: Class 37 contains 43971 members 
Mstep: Class 38 contains 27166 members 
Mstep: Class 39 contains 3207 members 
Mstep: Class 40 contains 1365 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3072 members 
Mstep: Class 43 contains 5795 members 
Mstep: Class 44 contains 704 members 
Mstep: Class 45 contains 8684 members 
Mstep: Class 46 contains 17038 members 
Mstep: Class 47 contains 30694 members 
Mstep: Class 48 contains 10659 members 
Mstep: Class 49 contains 3386 members 
Mstep: Class 50 contains 5249 members 
Mstep: Class 51 contains 1644 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115165952.000000 Penalty: 175994.609375
Iteration 115Q: 52 clusters Score -1.15166e+08 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 18196 members 
Mstep: Class 3 contains 2243 members 
Mstep: Class 4 contains 104353 members 
Mstep: Class 5 contains 29028 members 
Mstep: Class 6 contains 13836 members 
Mstep: Class 7 contains 7520 members 
Mstep: Class 8 contains 184661 members 
Mstep: Class 9 contains 14603 members 
Mstep: Class 10 contains 7262 members 
Mstep: Class 11 contains 16725 members 
Mstep: Class 12 contains 7022 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 75670 members 
Mstep: Class 15 contains 2520 members 
Mstep: Class 16 contains 13471 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37464 members 
Mstep: Class 20 contains 2007 members 
Mstep: Class 21 contains 134921 members 
Mstep: Class 22 contains 3330 members 
Mstep: Class 23 contains 12921 members 
Mstep: Class 24 contains 2957 members 
Mstep: Class 25 contains 8067 members 
Mstep: Class 26 contains 3974 members 
Mstep: Class 27 contains 5004 members 
Mstep: Class 28 contains 25302 members 
Mstep: Class 29 contains 5487 members 
Mstep: Class 30 contains 1439 members 
Mstep: Class 31 contains 19761 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 147143 members 
Mstep: Class 35 contains 25078 members 
Mstep: Class 36 contains 2229 members 
Mstep: Class 37 contains 43652 members 
Mstep: Class 38 contains 27168 members 
Mstep: Class 39 contains 3208 members 
Mstep: Class 40 contains 1368 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3072 members 
Mstep: Class 43 contains 5795 members 
Mstep: Class 44 contains 704 members 
Mstep: Class 45 contains 8674 members 
Mstep: Class 46 contains 17025 members 
Mstep: Class 47 contains 30702 members 
Mstep: Class 48 contains 10695 members 
Mstep: Class 49 contains 3428 members 
Mstep: Class 50 contains 5243 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115166304.000000 Penalty: 175994.609375
Iteration 116Q: 52 clusters Score -1.151663e+08 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 18213 members 
Mstep: Class 3 contains 2222 members 
Mstep: Class 4 contains 104295 members 
Mstep: Class 5 contains 29325 members 
Mstep: Class 6 contains 13836 members 
Mstep: Class 7 contains 7522 members 
Mstep: Class 8 contains 184636 members 
Mstep: Class 9 contains 14616 members 
Mstep: Class 10 contains 7262 members 
Mstep: Class 11 contains 16728 members 
Mstep: Class 12 contains 7020 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 75652 members 
Mstep: Class 15 contains 2516 members 
Mstep: Class 16 contains 13478 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37473 members 
Mstep: Class 20 contains 2008 members 
Mstep: Class 21 contains 134975 members 
Mstep: Class 22 contains 3329 members 
Mstep: Class 23 contains 12921 members 
Mstep: Class 24 contains 2951 members 
Mstep: Class 25 contains 8065 members 
Mstep: Class 26 contains 3974 members 
Mstep: Class 27 contains 5027 members 
Mstep: Class 28 contains 25304 members 
Mstep: Class 29 contains 5508 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 19791 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 147083 members 
Mstep: Class 35 contains 25088 members 
Mstep: Class 36 contains 2199 members 
Mstep: Class 37 contains 43352 members 
Mstep: Class 38 contains 27170 members 
Mstep: Class 39 contains 3211 members 
Mstep: Class 40 contains 1369 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3072 members 
Mstep: Class 43 contains 5795 members 
Mstep: Class 44 contains 704 members 
Mstep: Class 45 contains 8661 members 
Mstep: Class 46 contains 17009 members 
Mstep: Class 47 contains 30701 members 
Mstep: Class 48 contains 10728 members 
Mstep: Class 49 contains 3460 members 
Mstep: Class 50 contains 5237 members 
Mstep: Class 51 contains 1642 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115166424.000000 Penalty: 175994.609375
Iteration 117Q: 52 clusters Score -1.151664e+08 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 18216 members 
Mstep: Class 3 contains 2204 members 
Mstep: Class 4 contains 104239 members 
Mstep: Class 5 contains 29586 members 
Mstep: Class 6 contains 13833 members 
Mstep: Class 7 contains 7529 members 
Mstep: Class 8 contains 184599 members 
Mstep: Class 9 contains 14629 members 
Mstep: Class 10 contains 7262 members 
Mstep: Class 11 contains 16755 members 
Mstep: Class 12 contains 7024 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 75633 members 
Mstep: Class 15 contains 2512 members 
Mstep: Class 16 contains 13483 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37484 members 
Mstep: Class 20 contains 2008 members 
Mstep: Class 21 contains 135062 members 
Mstep: Class 22 contains 3331 members 
Mstep: Class 23 contains 12925 members 
Mstep: Class 24 contains 2945 members 
Mstep: Class 25 contains 8066 members 
Mstep: Class 26 contains 3974 members 
Mstep: Class 27 contains 5070 members 
Mstep: Class 28 contains 25309 members 
Mstep: Class 29 contains 5518 members 
Mstep: Class 30 contains 1444 members 
Mstep: Class 31 contains 19804 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 147015 members 
Mstep: Class 35 contains 25098 members 
Mstep: Class 36 contains 2151 members 
Mstep: Class 37 contains 43067 members 
Mstep: Class 38 contains 27177 members 
Mstep: Class 39 contains 3213 members 
Mstep: Class 40 contains 1372 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3073 members 
Mstep: Class 43 contains 5795 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8651 members 
Mstep: Class 46 contains 16989 members 
Mstep: Class 47 contains 30688 members 
Mstep: Class 48 contains 10758 members 
Mstep: Class 49 contains 3503 members 
Mstep: Class 50 contains 5228 members 
Mstep: Class 51 contains 1642 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115166744.000000 Penalty: 175994.609375
Iteration 118Q: 52 clusters Score -1.151667e+08 nChanged 1084
Entering ConstructFrom: 
Score: -115166744.000000 Penalty: 175994.609375
Entering ConstructFrom: 
Trying to split cluster 1 (3389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Entering Unmasked Estep 
Score: -347436.750000 Penalty: 2015.815918
	Iteration 0F: 2 clusters Score -347436.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -343937.656250 Penalty: 4031.631836
	Iteration 0F: 3 clusters Score -343937.7 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -344795.218750 Penalty: 4031.631836
	Iteration 1F: 3 clusters Score -344795.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -345111.875000 Penalty: 4031.631836
	Iteration 2F: 3 clusters Score -345111.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -345408.875000 Penalty: 4031.631836
	Iteration 3F: 3 clusters Score -345408.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -345726.250000 Penalty: 4031.631836
	Iteration 4F: 3 clusters Score -345726.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -345975.906250 Penalty: 4031.631836
	Iteration 5F: 3 clusters Score -345975.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -346132.906250 Penalty: 4031.631836
	Iteration 6Q: 3 clusters Score -346132.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -346237.718750 Penalty: 4031.631836
	Iteration 7Q: 3 clusters Score -346237.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -346305.625000 Penalty: 4031.631836
	Iteration 8Q: 3 clusters Score -346305.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -346348.187500 Penalty: 4031.631836
	Iteration 9Q: 3 clusters Score -346348.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -346384.468750 Penalty: 4031.631836
	Iteration 10Q: 3 clusters Score -346384.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -346417.000000 Penalty: 4031.631836
	Iteration 11Q: 3 clusters Score -346417 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -346450.031250 Penalty: 4031.631836
	Iteration 12Q: 3 clusters Score -346450 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -346483.750000 Penalty: 4031.631836
	Iteration 13Q: 3 clusters Score -346483.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -346514.187500 Penalty: 4031.631836
	Iteration 14Q: 3 clusters Score -346514.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -346527.500000 Penalty: 4031.631836
	Iteration 15Q: 3 clusters Score -346527.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -346537.250000 Penalty: 4031.631836
	Iteration 16Q: 3 clusters Score -346537.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -346542.156250 Penalty: 4031.631836
	Iteration 17Q: 3 clusters Score -346542.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -346546.312500 Penalty: 4031.631836
	Iteration 18Q: 3 clusters Score -346546.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -346548.312500 Penalty: 4031.631836
	Iteration 19Q: 3 clusters Score -346548.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -346549.687500 Penalty: 4031.631836
	Iteration 20F: 3 clusters Score -346549.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -346551.718750 Penalty: 4031.631836
	Iteration 21Q: 3 clusters Score -346551.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -346552.593750 Penalty: 4031.631836
	Iteration 22Q: 3 clusters Score -346552.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -346552.843750 Penalty: 4031.631836
	Iteration 23Q: 3 clusters Score -346552.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -346553.187500 Penalty: 4031.631836
	Iteration 24Q: 3 clusters Score -346553.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -346553.562500 Penalty: 4031.631836
	Iteration 25Q: 3 clusters Score -346553.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -346554.781250 Penalty: 4031.631836
	Iteration 26Q: 3 clusters Score -346554.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -346555.000000 Penalty: 4031.631836
	Iteration 27Q: 3 clusters Score -346555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -346555.000000 Penalty: 4031.631836
	Iteration 28F: 3 clusters Score -346555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Entering Unmasked Estep 
Score: -1888817.375000 Penalty: 2433.097900
	Iteration 0F: 2 clusters Score -1888817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1876018.375000 Penalty: 4866.195801
	Iteration 0F: 3 clusters Score -1876018 nChanged 7872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1880438.000000 Penalty: 4866.195801
	Iteration 1F: 3 clusters Score -1880438 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1880910.125000 Penalty: 4866.195801
	Iteration 2F: 3 clusters Score -1880910 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1881304.125000 Penalty: 4866.195801
	Iteration 3Q: 3 clusters Score -1881304 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1881654.375000 Penalty: 4866.195801
	Iteration 4Q: 3 clusters Score -1881654 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1882002.375000 Penalty: 4866.195801
	Iteration 5Q: 3 clusters Score -1882002 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1882389.625000 Penalty: 4866.195801
	Iteration 6Q: 3 clusters Score -1882390 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1882760.125000 Penalty: 4866.195801
	Iteration 7Q: 3 clusters Score -1882760 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1883177.000000 Penalty: 4866.195801
	Iteration 8Q: 3 clusters Score -1883177 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1883637.250000 Penalty: 4866.195801
	Iteration 9Q: 3 clusters Score -1883637 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1884204.000000 Penalty: 4866.195801
	Iteration 10Q: 3 clusters Score -1884204 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1884784.000000 Penalty: 4866.195801
	Iteration 11Q: 3 clusters Score -1884784 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1885336.250000 Penalty: 4866.195801
	Iteration 12Q: 3 clusters Score -1885336 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1885739.625000 Penalty: 4866.195801
	Iteration 13Q: 3 clusters Score -1885740 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1885994.125000 Penalty: 4866.195801
	Iteration 14Q: 3 clusters Score -1885994 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1886158.875000 Penalty: 4866.195801
	Iteration 15Q: 3 clusters Score -1886159 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1886263.875000 Penalty: 4866.195801
	Iteration 16Q: 3 clusters Score -1886264 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1886352.625000 Penalty: 4866.195801
	Iteration 17Q: 3 clusters Score -1886353 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1886435.750000 Penalty: 4866.195801
	Iteration 18Q: 3 clusters Score -1886436 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1886518.375000 Penalty: 4866.195801
	Iteration 19Q: 3 clusters Score -1886518 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1886591.500000 Penalty: 4866.195801
	Iteration 20F: 3 clusters Score -1886592 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1886660.875000 Penalty: 4866.195801
	Iteration 21Q: 3 clusters Score -1886661 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1886717.875000 Penalty: 4866.195801
	Iteration 22Q: 3 clusters Score -1886718 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1886758.500000 Penalty: 4866.195801
	Iteration 23Q: 3 clusters Score -1886758 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1886779.500000 Penalty: 4866.195801
	Iteration 24Q: 3 clusters Score -1886780 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1886796.750000 Penalty: 4866.195801
	Iteration 25Q: 3 clusters Score -1886797 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1886810.125000 Penalty: 4866.195801
	Iteration 26Q: 3 clusters Score -1886810 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1886818.000000 Penalty: 4866.195801
	Iteration 27Q: 3 clusters Score -1886818 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1886833.000000 Penalty: 4866.195801
	Iteration 28Q: 3 clusters Score -1886833 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1886840.875000 Penalty: 4866.195801
	Iteration 29Q: 3 clusters Score -1886841 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1886851.000000 Penalty: 4866.195801
	Iteration 30Q: 3 clusters Score -1886851 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1886858.250000 Penalty: 4866.195801
	Iteration 31Q: 3 clusters Score -1886858 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1886863.500000 Penalty: 4866.195801
	Iteration 32Q: 3 clusters Score -1886864 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1886869.250000 Penalty: 4866.195801
	Iteration 33Q: 3 clusters Score -1886869 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1886873.250000 Penalty: 4866.195801
	Iteration 34Q: 3 clusters Score -1886873 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1886876.625000 Penalty: 4866.195801
	Iteration 35Q: 3 clusters Score -1886877 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1886882.875000 Penalty: 4866.195801
	Iteration 36Q: 3 clusters Score -1886883 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1886884.250000 Penalty: 4866.195801
	Iteration 37Q: 3 clusters Score -1886884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1886889.625000 Penalty: 4866.195801
	Iteration 38Q: 3 clusters Score -1886890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1886885.875000 Penalty: 4866.195801
	Iteration 39Q: 3 clusters Score -1886886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1886890.125000 Penalty: 4866.195801
	Iteration 40F: 3 clusters Score -1886890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1886892.250000 Penalty: 4866.195801
	Iteration 41Q: 3 clusters Score -1886892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1886895.625000 Penalty: 4866.195801
	Iteration 42Q: 3 clusters Score -1886896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1886894.125000 Penalty: 4866.195801
	Iteration 43Q: 3 clusters Score -1886894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1886898.250000 Penalty: 4866.195801
	Iteration 44Q: 3 clusters Score -1886898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1886897.500000 Penalty: 4866.195801
	Iteration 45Q: 3 clusters Score -1886898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1886902.375000 Penalty: 4866.195801
	Iteration 46Q: 3 clusters Score -1886902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1886906.000000 Penalty: 4866.195801
	Iteration 47Q: 3 clusters Score -1886906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1886904.000000 Penalty: 4866.195801
	Iteration 48Q: 3 clusters Score -1886904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1886903.625000 Penalty: 4866.195801
	Iteration 49Q: 3 clusters Score -1886904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1886907.875000 Penalty: 4866.195801
	Iteration 50Q: 3 clusters Score -1886908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1886910.250000 Penalty: 4866.195801
	Iteration 51Q: 3 clusters Score -1886910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1886912.125000 Penalty: 4866.195801
	Iteration 52Q: 3 clusters Score -1886912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1886911.125000 Penalty: 4866.195801
	Iteration 53Q: 3 clusters Score -1886911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1886911.125000 Penalty: 4866.195801
	Iteration 54F: 3 clusters Score -1886911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Entering Unmasked Estep 
Score: -229487.859375 Penalty: 1906.963989
	Iteration 0F: 2 clusters Score -229487.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -226718.984375 Penalty: 3813.927979
	Iteration 0F: 3 clusters Score -226719 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -227220.000000 Penalty: 3813.927979
	Iteration 1F: 3 clusters Score -227220 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -227382.640625 Penalty: 3813.927979
	Iteration 2F: 3 clusters Score -227382.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -227459.203125 Penalty: 3813.927979
	Iteration 3Q: 3 clusters Score -227459.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -227511.781250 Penalty: 3813.927979
	Iteration 4Q: 3 clusters Score -227511.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -227548.875000 Penalty: 3813.927979
	Iteration 5Q: 3 clusters Score -227548.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -227568.406250 Penalty: 3813.927979
	Iteration 6Q: 3 clusters Score -227568.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -227584.062500 Penalty: 3813.927979
	Iteration 7Q: 3 clusters Score -227584.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -227592.546875 Penalty: 3813.927979
	Iteration 8Q: 3 clusters Score -227592.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -227595.906250 Penalty: 3813.927979
	Iteration 9Q: 3 clusters Score -227595.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -227598.125000 Penalty: 3813.927979
	Iteration 10Q: 3 clusters Score -227598.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -227602.390625 Penalty: 3813.927979
	Iteration 11Q: 3 clusters Score -227602.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -227607.484375 Penalty: 3813.927979
	Iteration 12Q: 3 clusters Score -227607.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -227611.875000 Penalty: 3813.927979
	Iteration 13Q: 3 clusters Score -227611.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -227615.812500 Penalty: 3813.927979
	Iteration 14Q: 3 clusters Score -227615.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -227622.890625 Penalty: 3813.927979
	Iteration 15Q: 3 clusters Score -227622.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -227629.187500 Penalty: 3813.927979
	Iteration 16Q: 3 clusters Score -227629.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -227631.953125 Penalty: 3813.927979
	Iteration 17Q: 3 clusters Score -227632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -227635.921875 Penalty: 3813.927979
	Iteration 18Q: 3 clusters Score -227635.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -227639.937500 Penalty: 3813.927979
	Iteration 19Q: 3 clusters Score -227639.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -227647.640625 Penalty: 3813.927979
	Iteration 20F: 3 clusters Score -227647.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -227656.468750 Penalty: 3813.927979
	Iteration 21Q: 3 clusters Score -227656.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -227664.812500 Penalty: 3813.927979
	Iteration 22Q: 3 clusters Score -227664.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -227681.671875 Penalty: 3813.927979
	Iteration 23Q: 3 clusters Score -227681.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -227705.296875 Penalty: 3813.927979
	Iteration 24Q: 3 clusters Score -227705.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -227721.906250 Penalty: 3813.927979
	Iteration 25Q: 3 clusters Score -227721.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -227739.296875 Penalty: 3813.927979
	Iteration 26Q: 3 clusters Score -227739.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -227764.859375 Penalty: 3813.927979
	Iteration 27Q: 3 clusters Score -227764.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -227802.406250 Penalty: 3813.927979
	Iteration 28Q: 3 clusters Score -227802.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -227855.046875 Penalty: 3813.927979
	Iteration 29Q: 3 clusters Score -227855 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -227880.359375 Penalty: 3813.927979
	Iteration 30Q: 3 clusters Score -227880.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -227898.515625 Penalty: 3813.927979
	Iteration 31Q: 3 clusters Score -227898.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -227920.937500 Penalty: 3813.927979
	Iteration 32Q: 3 clusters Score -227920.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -227934.171875 Penalty: 3813.927979
	Iteration 33Q: 3 clusters Score -227934.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -227951.250000 Penalty: 3813.927979
	Iteration 34Q: 3 clusters Score -227951.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -227962.500000 Penalty: 3813.927979
	Iteration 35Q: 3 clusters Score -227962.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -227972.062500 Penalty: 3813.927979
	Iteration 36Q: 3 clusters Score -227972.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -227982.812500 Penalty: 3813.927979
	Iteration 37Q: 3 clusters Score -227982.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -227997.703125 Penalty: 3813.927979
	Iteration 38Q: 3 clusters Score -227997.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -228007.812500 Penalty: 3813.927979
	Iteration 39Q: 3 clusters Score -228007.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -228016.750000 Penalty: 3813.927979
	Iteration 40F: 3 clusters Score -228016.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -228023.187500 Penalty: 3813.927979
	Iteration 41Q: 3 clusters Score -228023.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -228031.484375 Penalty: 3813.927979
	Iteration 42Q: 3 clusters Score -228031.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -228039.656250 Penalty: 3813.927979
	Iteration 43Q: 3 clusters Score -228039.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -228046.921875 Penalty: 3813.927979
	Iteration 44Q: 3 clusters Score -228046.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -228053.828125 Penalty: 3813.927979
	Iteration 45Q: 3 clusters Score -228053.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -228057.515625 Penalty: 3813.927979
	Iteration 46Q: 3 clusters Score -228057.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -228062.218750 Penalty: 3813.927979
	Iteration 47Q: 3 clusters Score -228062.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -228066.015625 Penalty: 3813.927979
	Iteration 48Q: 3 clusters Score -228066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -228070.171875 Penalty: 3813.927979
	Iteration 49Q: 3 clusters Score -228070.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -228076.453125 Penalty: 3813.927979
	Iteration 50Q: 3 clusters Score -228076.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -228080.656250 Penalty: 3813.927979
	Iteration 51Q: 3 clusters Score -228080.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -228087.078125 Penalty: 3813.927979
	Iteration 52Q: 3 clusters Score -228087.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -228092.187500 Penalty: 3813.927979
	Iteration 53Q: 3 clusters Score -228092.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -228096.046875 Penalty: 3813.927979
	Iteration 54Q: 3 clusters Score -228096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -228098.921875 Penalty: 3813.927979
	Iteration 55Q: 3 clusters Score -228098.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -228103.718750 Penalty: 3813.927979
	Iteration 56Q: 3 clusters Score -228103.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -228107.078125 Penalty: 3813.927979
	Iteration 57Q: 3 clusters Score -228107.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -228108.671875 Penalty: 3813.927979
	Iteration 58Q: 3 clusters Score -228108.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -228110.734375 Penalty: 3813.927979
	Iteration 59Q: 3 clusters Score -228110.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -228112.953125 Penalty: 3813.927979
	Iteration 60F: 3 clusters Score -228113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (104178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104178 members 
Entering Unmasked Estep 
Score: -11475108.000000 Penalty: 2865.356201
	Iteration 0F: 2 clusters Score -1.147511e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51962 members 
Mstep: Class 2 contains 52216 members 
Entering Unmasked Estep 
Score: -11405493.000000 Penalty: 5730.712402
	Iteration 0F: 3 clusters Score -1.140549e+07 nChanged 49396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51746 members 
Mstep: Class 2 contains 52432 members 
Entering Unmasked Estep 
Score: -11434476.000000 Penalty: 5730.712402
	Iteration 1F: 3 clusters Score -1.143448e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51368 members 
Mstep: Class 2 contains 52810 members 
Entering Unmasked Estep 
Score: -11435580.000000 Penalty: 5730.712402
	Iteration 2Q: 3 clusters Score -1.143558e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50848 members 
Mstep: Class 2 contains 53330 members 
Entering Unmasked Estep 
Score: -11436749.000000 Penalty: 5730.712402
	Iteration 3Q: 3 clusters Score -1.143675e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50169 members 
Mstep: Class 2 contains 54009 members 
Entering Unmasked Estep 
Score: -11438223.000000 Penalty: 5730.712402
	Iteration 4Q: 3 clusters Score -1.143822e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49225 members 
Mstep: Class 2 contains 54953 members 
Entering Unmasked Estep 
Score: -11439871.000000 Penalty: 5730.712402
	Iteration 5Q: 3 clusters Score -1.143987e+07 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48027 members 
Mstep: Class 2 contains 56151 members 
Entering Unmasked Estep 
Score: -11441795.000000 Penalty: 5730.712402
	Iteration 6Q: 3 clusters Score -1.14418e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46642 members 
Mstep: Class 2 contains 57536 members 
Entering Unmasked Estep 
Score: -11443697.000000 Penalty: 5730.712402
	Iteration 7Q: 3 clusters Score -1.14437e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44845 members 
Mstep: Class 2 contains 59333 members 
Entering Unmasked Estep 
Score: -11445688.000000 Penalty: 5730.712402
	Iteration 8Q: 3 clusters Score -1.144569e+07 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42745 members 
Mstep: Class 2 contains 61433 members 
Entering Unmasked Estep 
Score: -11447566.000000 Penalty: 5730.712402
	Iteration 9Q: 3 clusters Score -1.144757e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 63906 members 
Entering Unmasked Estep 
Score: -11449308.000000 Penalty: 5730.712402
	Iteration 10Q: 3 clusters Score -1.144931e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 66694 members 
Entering Unmasked Estep 
Score: -11450993.000000 Penalty: 5730.712402
	Iteration 11Q: 3 clusters Score -1.145099e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 69769 members 
Entering Unmasked Estep 
Score: -11452624.000000 Penalty: 5730.712402
	Iteration 12Q: 3 clusters Score -1.145262e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 73171 members 
Entering Unmasked Estep 
Score: -11454215.000000 Penalty: 5730.712402
	Iteration 13Q: 3 clusters Score -1.145422e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 76917 members 
Entering Unmasked Estep 
Score: -11455972.000000 Penalty: 5730.712402
	Iteration 14Q: 3 clusters Score -1.145597e+07 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 80967 members 
Entering Unmasked Estep 
Score: -11458145.000000 Penalty: 5730.712402
	Iteration 15Q: 3 clusters Score -1.145814e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 85055 members 
Entering Unmasked Estep 
Score: -11460444.000000 Penalty: 5730.712402
	Iteration 16Q: 3 clusters Score -1.146044e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 89221 members 
Entering Unmasked Estep 
Score: -11462940.000000 Penalty: 5730.712402
	Iteration 17Q: 3 clusters Score -1.146294e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 93080 members 
Entering Unmasked Estep 
Score: -11465519.000000 Penalty: 5730.712402
	Iteration 18Q: 3 clusters Score -1.146552e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 96382 members 
Entering Unmasked Estep 
Score: -11467869.000000 Penalty: 5730.712402
	Iteration 19Q: 3 clusters Score -1.146787e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 99002 members 
Entering Unmasked Estep 
Score: -11469688.000000 Penalty: 5730.712402
	Iteration 20F: 3 clusters Score -1.146969e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 100723 members 
Entering Unmasked Estep 
Score: -11470943.000000 Penalty: 5730.712402
	Iteration 21Q: 3 clusters Score -1.147094e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 101802 members 
Entering Unmasked Estep 
Score: -11471729.000000 Penalty: 5730.712402
	Iteration 22Q: 3 clusters Score -1.147173e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 102370 members 
Entering Unmasked Estep 
Score: -11472155.000000 Penalty: 5730.712402
	Iteration 23Q: 3 clusters Score -1.147216e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 102694 members 
Entering Unmasked Estep 
Score: -11472351.000000 Penalty: 5730.712402
	Iteration 24Q: 3 clusters Score -1.147235e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 102894 members 
Entering Unmasked Estep 
Score: -11472450.000000 Penalty: 5730.712402
	Iteration 25Q: 3 clusters Score -1.147245e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 103011 members 
Entering Unmasked Estep 
Score: -11472528.000000 Penalty: 5730.712402
	Iteration 26Q: 3 clusters Score -1.147253e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 103069 members 
Entering Unmasked Estep 
Score: -11472542.000000 Penalty: 5730.712402
	Iteration 27Q: 3 clusters Score -1.147254e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 103123 members 
Entering Unmasked Estep 
Score: -11472587.000000 Penalty: 5730.712402
	Iteration 28Q: 3 clusters Score -1.147259e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 103173 members 
Entering Unmasked Estep 
Score: -11472639.000000 Penalty: 5730.712402
	Iteration 29Q: 3 clusters Score -1.147264e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 103208 members 
Entering Unmasked Estep 
Score: -11472654.000000 Penalty: 5730.712402
	Iteration 30Q: 3 clusters Score -1.147265e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 103225 members 
Entering Unmasked Estep 
Score: -11472661.000000 Penalty: 5730.712402
	Iteration 31Q: 3 clusters Score -1.147266e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 103245 members 
Entering Unmasked Estep 
Score: -11472670.000000 Penalty: 5730.712402
	Iteration 32Q: 3 clusters Score -1.147267e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 103260 members 
Entering Unmasked Estep 
Score: -11472681.000000 Penalty: 5730.712402
	Iteration 33Q: 3 clusters Score -1.147268e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 103270 members 
Entering Unmasked Estep 
Score: -11472702.000000 Penalty: 5730.712402
	Iteration 34Q: 3 clusters Score -1.14727e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 103279 members 
Entering Unmasked Estep 
Score: -11472714.000000 Penalty: 5730.712402
	Iteration 35Q: 3 clusters Score -1.147271e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 103292 members 
Entering Unmasked Estep 
Score: -11472724.000000 Penalty: 5730.712402
	Iteration 36Q: 3 clusters Score -1.147272e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 103300 members 
Entering Unmasked Estep 
Score: -11472739.000000 Penalty: 5730.712402
	Iteration 37Q: 3 clusters Score -1.147274e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 103313 members 
Entering Unmasked Estep 
Score: -11472759.000000 Penalty: 5730.712402
	Iteration 38Q: 3 clusters Score -1.147276e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 103316 members 
Entering Unmasked Estep 
Score: -11472749.000000 Penalty: 5730.712402
	Iteration 39Q: 3 clusters Score -1.147275e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 103328 members 
Entering Unmasked Estep 
Score: -11472757.000000 Penalty: 5730.712402
	Iteration 40F: 3 clusters Score -1.147276e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 103336 members 
Entering Unmasked Estep 
Score: -11472767.000000 Penalty: 5730.712402
	Iteration 41Q: 3 clusters Score -1.147277e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 103345 members 
Entering Unmasked Estep 
Score: -11472780.000000 Penalty: 5730.712402
	Iteration 42Q: 3 clusters Score -1.147278e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 103349 members 
Entering Unmasked Estep 
Score: -11472788.000000 Penalty: 5730.712402
	Iteration 43Q: 3 clusters Score -1.147279e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 103356 members 
Entering Unmasked Estep 
Score: -11472789.000000 Penalty: 5730.712402
	Iteration 44Q: 3 clusters Score -1.147279e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 103359 members 
Entering Unmasked Estep 
Score: -11472804.000000 Penalty: 5730.712402
	Iteration 45Q: 3 clusters Score -1.14728e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 103369 members 
Entering Unmasked Estep 
Score: -11472812.000000 Penalty: 5730.712402
	Iteration 46Q: 3 clusters Score -1.147281e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 103375 members 
Entering Unmasked Estep 
Score: -11472811.000000 Penalty: 5730.712402
	Iteration 47Q: 3 clusters Score -1.147281e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 103375 members 
Entering Unmasked Estep 
Score: -11472818.000000 Penalty: 5730.712402
	Iteration 48Q: 3 clusters Score -1.147282e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 103379 members 
Entering Unmasked Estep 
Score: -11472830.000000 Penalty: 5730.712402
	Iteration 49Q: 3 clusters Score -1.147283e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 103382 members 
Entering Unmasked Estep 
Score: -11472824.000000 Penalty: 5730.712402
	Iteration 50Q: 3 clusters Score -1.147282e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 103384 members 
Entering Unmasked Estep 
Score: -11472827.000000 Penalty: 5730.712402
	Iteration 51Q: 3 clusters Score -1.147283e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 103387 members 
Entering Unmasked Estep 
Score: -11472842.000000 Penalty: 5730.712402
	Iteration 52Q: 3 clusters Score -1.147284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 103387 members 
Entering Unmasked Estep 
Score: -11472844.000000 Penalty: 5730.712402
	Iteration 53Q: 3 clusters Score -1.147284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 103386 members 
Entering Unmasked Estep 
Score: -11472849.000000 Penalty: 5730.712402
	Iteration 54Q: 3 clusters Score -1.147285e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 103387 members 
Entering Unmasked Estep 
Score: -11472843.000000 Penalty: 5730.712402
	Iteration 55Q: 3 clusters Score -1.147284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 103389 members 
Entering Unmasked Estep 
Score: -11472841.000000 Penalty: 5730.712402
	Iteration 56Q: 3 clusters Score -1.147284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 103391 members 
Entering Unmasked Estep 
Score: -11472842.000000 Penalty: 5730.712402
	Iteration 57Q: 3 clusters Score -1.147284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 103392 members 
Entering Unmasked Estep 
Score: -11472847.000000 Penalty: 5730.712402
	Iteration 58Q: 3 clusters Score -1.147285e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 103391 members 
Entering Unmasked Estep 
Score: -11472847.000000 Penalty: 5730.712402
	Iteration 59Q: 3 clusters Score -1.147285e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 103391 members 
Entering Unmasked Estep 
Score: -11472847.000000 Penalty: 5730.712402
	Iteration 60F: 3 clusters Score -1.147285e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29844 members 
Entering Unmasked Estep 
Score: -3033468.500000 Penalty: 2555.327393
	Iteration 0F: 2 clusters Score -3033468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -3013100.750000 Penalty: 5110.654785
	Iteration 0F: 3 clusters Score -3013101 nChanged 13379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -3020898.750000 Penalty: 5110.654785
	Iteration 1F: 3 clusters Score -3020899 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -3021980.000000 Penalty: 5110.654785
	Iteration 2F: 3 clusters Score -3021980 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -3023075.000000 Penalty: 5110.654785
	Iteration 3F: 3 clusters Score -3023075 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -3024109.000000 Penalty: 5110.654785
	Iteration 4F: 3 clusters Score -3024109 nChanged 1720
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -3025062.000000 Penalty: 5110.654785
	Iteration 5F: 3 clusters Score -3025062 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -3025844.000000 Penalty: 5110.654785
	Iteration 6F: 3 clusters Score -3025844 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -3026454.000000 Penalty: 5110.654785
	Iteration 7Q: 3 clusters Score -3026454 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -3026941.750000 Penalty: 5110.654785
	Iteration 8Q: 3 clusters Score -3026942 nChanged 966
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -3027345.750000 Penalty: 5110.654785
	Iteration 9Q: 3 clusters Score -3027346 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -3027687.500000 Penalty: 5110.654785
	Iteration 10Q: 3 clusters Score -3027688 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -3027969.000000 Penalty: 5110.654785
	Iteration 11Q: 3 clusters Score -3027969 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -3028266.500000 Penalty: 5110.654785
	Iteration 12Q: 3 clusters Score -3028266 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -3028576.000000 Penalty: 5110.654785
	Iteration 13Q: 3 clusters Score -3028576 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -3028865.500000 Penalty: 5110.654785
	Iteration 14Q: 3 clusters Score -3028866 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -3029173.750000 Penalty: 5110.654785
	Iteration 15Q: 3 clusters Score -3029174 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -3029449.750000 Penalty: 5110.654785
	Iteration 16Q: 3 clusters Score -3029450 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -3029741.500000 Penalty: 5110.654785
	Iteration 17Q: 3 clusters Score -3029742 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -3030013.000000 Penalty: 5110.654785
	Iteration 18Q: 3 clusters Score -3030013 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -3030288.000000 Penalty: 5110.654785
	Iteration 19Q: 3 clusters Score -3030288 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -3030518.750000 Penalty: 5110.654785
	Iteration 20F: 3 clusters Score -3030519 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -3030700.250000 Penalty: 5110.654785
	Iteration 21Q: 3 clusters Score -3030700 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -3030815.250000 Penalty: 5110.654785
	Iteration 22Q: 3 clusters Score -3030815 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
Score: -3030904.500000 Penalty: 5110.654785
	Iteration 23Q: 3 clusters Score -3030904 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -3030992.000000 Penalty: 5110.654785
	Iteration 24Q: 3 clusters Score -3030992 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -3031081.000000 Penalty: 5110.654785
	Iteration 25Q: 3 clusters Score -3031081 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -3031156.750000 Penalty: 5110.654785
	Iteration 26Q: 3 clusters Score -3031157 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -3031221.500000 Penalty: 5110.654785
	Iteration 27Q: 3 clusters Score -3031222 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -3031273.250000 Penalty: 5110.654785
	Iteration 28Q: 3 clusters Score -3031273 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -3031326.000000 Penalty: 5110.654785
	Iteration 29Q: 3 clusters Score -3031326 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -3031357.000000 Penalty: 5110.654785
	Iteration 30Q: 3 clusters Score -3031357 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -3031368.750000 Penalty: 5110.654785
	Iteration 31Q: 3 clusters Score -3031369 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 28897 members 
Entering Unmasked Estep 
Score: -3031389.500000 Penalty: 5110.654785
	Iteration 32Q: 3 clusters Score -3031390 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -3031406.000000 Penalty: 5110.654785
	Iteration 33Q: 3 clusters Score -3031406 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -3031417.500000 Penalty: 5110.654785
	Iteration 34Q: 3 clusters Score -3031418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -3031432.750000 Penalty: 5110.654785
	Iteration 35Q: 3 clusters Score -3031433 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -3031442.750000 Penalty: 5110.654785
	Iteration 36Q: 3 clusters Score -3031443 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -3031452.750000 Penalty: 5110.654785
	Iteration 37Q: 3 clusters Score -3031453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -3031458.500000 Penalty: 5110.654785
	Iteration 38Q: 3 clusters Score -3031458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -3031462.750000 Penalty: 5110.654785
	Iteration 39Q: 3 clusters Score -3031463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -3031468.750000 Penalty: 5110.654785
	Iteration 40F: 3 clusters Score -3031469 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -3031487.000000 Penalty: 5110.654785
	Iteration 41Q: 3 clusters Score -3031487 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -3031499.250000 Penalty: 5110.654785
	Iteration 42Q: 3 clusters Score -3031499 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 29039 members 
Entering Unmasked Estep 
Score: -3031514.500000 Penalty: 5110.654785
	Iteration 43Q: 3 clusters Score -3031514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -3031522.000000 Penalty: 5110.654785
	Iteration 44Q: 3 clusters Score -3031522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -3031528.250000 Penalty: 5110.654785
	Iteration 45Q: 3 clusters Score -3031528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -3031529.250000 Penalty: 5110.654785
	Iteration 46Q: 3 clusters Score -3031529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -3031530.000000 Penalty: 5110.654785
	Iteration 47Q: 3 clusters Score -3031530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -3031537.000000 Penalty: 5110.654785
	Iteration 48Q: 3 clusters Score -3031537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 29091 members 
Entering Unmasked Estep 
Score: -3031535.250000 Penalty: 5110.654785
	Iteration 49Q: 3 clusters Score -3031535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 29096 members 
Entering Unmasked Estep 
Score: -3031546.750000 Penalty: 5110.654785
	Iteration 50Q: 3 clusters Score -3031547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -3031553.500000 Penalty: 5110.654785
	Iteration 51Q: 3 clusters Score -3031554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -3031556.250000 Penalty: 5110.654785
	Iteration 52Q: 3 clusters Score -3031556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -3031570.000000 Penalty: 5110.654785
	Iteration 53Q: 3 clusters Score -3031570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -3031578.500000 Penalty: 5110.654785
	Iteration 54Q: 3 clusters Score -3031578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -3031577.750000 Penalty: 5110.654785
	Iteration 55Q: 3 clusters Score -3031578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -3031579.500000 Penalty: 5110.654785
	Iteration 56Q: 3 clusters Score -3031580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -3031583.250000 Penalty: 5110.654785
	Iteration 57Q: 3 clusters Score -3031583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 29119 members 
Entering Unmasked Estep 
Score: -3031588.250000 Penalty: 5110.654785
	Iteration 58Q: 3 clusters Score -3031588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -3031588.750000 Penalty: 5110.654785
	Iteration 59Q: 3 clusters Score -3031589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -3031596.250000 Penalty: 5110.654785
	Iteration 60F: 3 clusters Score -3031596 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -3031595.250000 Penalty: 5110.654785
	Iteration 61Q: 3 clusters Score -3031595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -3031605.250000 Penalty: 5110.654785
	Iteration 62Q: 3 clusters Score -3031605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -3031610.750000 Penalty: 5110.654785
	Iteration 63Q: 3 clusters Score -3031611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -3031620.000000 Penalty: 5110.654785
	Iteration 64Q: 3 clusters Score -3031620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -3031629.500000 Penalty: 5110.654785
	Iteration 65Q: 3 clusters Score -3031630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 29119 members 
Entering Unmasked Estep 
Score: -3031639.750000 Penalty: 5110.654785
	Iteration 66Q: 3 clusters Score -3031640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -3031645.250000 Penalty: 5110.654785
	Iteration 67Q: 3 clusters Score -3031645 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -3031656.250000 Penalty: 5110.654785
	Iteration 68Q: 3 clusters Score -3031656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -3031667.750000 Penalty: 5110.654785
	Iteration 69Q: 3 clusters Score -3031668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -3031670.750000 Penalty: 5110.654785
	Iteration 70Q: 3 clusters Score -3031671 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -3031688.750000 Penalty: 5110.654785
	Iteration 71Q: 3 clusters Score -3031689 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -3031706.250000 Penalty: 5110.654785
	Iteration 72Q: 3 clusters Score -3031706 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -3031726.000000 Penalty: 5110.654785
	Iteration 73Q: 3 clusters Score -3031726 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -3031734.750000 Penalty: 5110.654785
	Iteration 74Q: 3 clusters Score -3031735 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -3031753.500000 Penalty: 5110.654785
	Iteration 75Q: 3 clusters Score -3031754 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -3031765.750000 Penalty: 5110.654785
	Iteration 76Q: 3 clusters Score -3031766 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -3031776.750000 Penalty: 5110.654785
	Iteration 77Q: 3 clusters Score -3031777 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -3031797.250000 Penalty: 5110.654785
	Iteration 78Q: 3 clusters Score -3031797 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -3031814.250000 Penalty: 5110.654785
	Iteration 79Q: 3 clusters Score -3031814 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -3031834.250000 Penalty: 5110.654785
	Iteration 80F: 3 clusters Score -3031834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -3031846.750000 Penalty: 5110.654785
	Iteration 81Q: 3 clusters Score -3031847 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -3031866.000000 Penalty: 5110.654785
	Iteration 82Q: 3 clusters Score -3031866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -3031878.000000 Penalty: 5110.654785
	Iteration 83Q: 3 clusters Score -3031878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
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Entering Unmasked Estep 
Score: -3031891.500000 Penalty: 5110.654785
	Iteration 84Q: 3 clusters Score -3031892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
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Entering Unmasked Estep 
Score: -3031906.500000 Penalty: 5110.654785
	Iteration 85Q: 3 clusters Score -3031906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -3031917.000000 Penalty: 5110.654785
	Iteration 86Q: 3 clusters Score -3031917 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
Score: -3031927.000000 Penalty: 5110.654785
	Iteration 87Q: 3 clusters Score -3031927 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -3031938.750000 Penalty: 5110.654785
	Iteration 88Q: 3 clusters Score -3031939 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -3031951.250000 Penalty: 5110.654785
	Iteration 89Q: 3 clusters Score -3031951 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -3031967.750000 Penalty: 5110.654785
	Iteration 90Q: 3 clusters Score -3031968 nChanged 17
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Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -3031978.250000 Penalty: 5110.654785
	Iteration 91Q: 3 clusters Score -3031978 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -3031987.500000 Penalty: 5110.654785
	Iteration 92Q: 3 clusters Score -3031988 nChanged 8
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Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -3031990.250000 Penalty: 5110.654785
	Iteration 93Q: 3 clusters Score -3031990 nChanged 5
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Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -3031990.500000 Penalty: 5110.654785
	Iteration 94Q: 3 clusters Score -3031990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -3031993.000000 Penalty: 5110.654785
	Iteration 95Q: 3 clusters Score -3031993 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -3031996.750000 Penalty: 5110.654785
	Iteration 96Q: 3 clusters Score -3031997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -3032013.500000 Penalty: 5110.654785
	Iteration 97Q: 3 clusters Score -3032014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -3032027.750000 Penalty: 5110.654785
	Iteration 98Q: 3 clusters Score -3032028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -3032041.500000 Penalty: 5110.654785
	Iteration 99Q: 3 clusters Score -3032042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -3032049.500000 Penalty: 5110.654785
	Iteration 100F: 3 clusters Score -3032050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -3032053.750000 Penalty: 5110.654785
	Iteration 101Q: 3 clusters Score -3032054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 29073 members 
Entering Unmasked Estep 
Score: -3032063.250000 Penalty: 5110.654785
	Iteration 102Q: 3 clusters Score -3032063 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -3032069.250000 Penalty: 5110.654785
	Iteration 103Q: 3 clusters Score -3032069 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -3032077.750000 Penalty: 5110.654785
	Iteration 104Q: 3 clusters Score -3032078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -3032083.000000 Penalty: 5110.654785
	Iteration 105Q: 3 clusters Score -3032083 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -3032089.000000 Penalty: 5110.654785
	Iteration 106Q: 3 clusters Score -3032089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -3032101.000000 Penalty: 5110.654785
	Iteration 107Q: 3 clusters Score -3032101 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -3032112.750000 Penalty: 5110.654785
	Iteration 108Q: 3 clusters Score -3032113 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -3032117.500000 Penalty: 5110.654785
	Iteration 109Q: 3 clusters Score -3032118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -3032126.750000 Penalty: 5110.654785
	Iteration 110Q: 3 clusters Score -3032127 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -3032132.250000 Penalty: 5110.654785
	Iteration 111Q: 3 clusters Score -3032132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -3032139.500000 Penalty: 5110.654785
	Iteration 112Q: 3 clusters Score -3032140 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -3032160.000000 Penalty: 5110.654785
	Iteration 113Q: 3 clusters Score -3032160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -3032173.000000 Penalty: 5110.654785
	Iteration 114Q: 3 clusters Score -3032173 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -3032185.250000 Penalty: 5110.654785
	Iteration 115Q: 3 clusters Score -3032185 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -3032198.250000 Penalty: 5110.654785
	Iteration 116Q: 3 clusters Score -3032198 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
Score: -3032213.750000 Penalty: 5110.654785
	Iteration 117Q: 3 clusters Score -3032214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -3032222.250000 Penalty: 5110.654785
	Iteration 118Q: 3 clusters Score -3032222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -3032236.250000 Penalty: 5110.654785
	Iteration 119Q: 3 clusters Score -3032236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -3032247.000000 Penalty: 5110.654785
	Iteration 120F: 3 clusters Score -3032247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -3032253.750000 Penalty: 5110.654785
	Iteration 121Q: 3 clusters Score -3032254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -3032261.750000 Penalty: 5110.654785
	Iteration 122Q: 3 clusters Score -3032262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -3032273.250000 Penalty: 5110.654785
	Iteration 123Q: 3 clusters Score -3032273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -3032266.000000 Penalty: 5110.654785
	Iteration 124Q: 3 clusters Score -3032266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -3032279.000000 Penalty: 5110.654785
	Iteration 125Q: 3 clusters Score -3032279 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
Score: -3032287.500000 Penalty: 5110.654785
	Iteration 126Q: 3 clusters Score -3032288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -3032291.000000 Penalty: 5110.654785
	Iteration 127Q: 3 clusters Score -3032291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -3032292.000000 Penalty: 5110.654785
	Iteration 128Q: 3 clusters Score -3032292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -3032284.500000 Penalty: 5110.654785
	Iteration 129Q: 3 clusters Score -3032284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -3032293.250000 Penalty: 5110.654785
	Iteration 130Q: 3 clusters Score -3032293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -3032294.750000 Penalty: 5110.654785
	Iteration 131Q: 3 clusters Score -3032295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -3032294.000000 Penalty: 5110.654785
	Iteration 132Q: 3 clusters Score -3032294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -3032299.000000 Penalty: 5110.654785
	Iteration 133Q: 3 clusters Score -3032299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -3032301.500000 Penalty: 5110.654785
	Iteration 134Q: 3 clusters Score -3032302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -3032299.250000 Penalty: 5110.654785
	Iteration 135Q: 3 clusters Score -3032299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -3032302.750000 Penalty: 5110.654785
	Iteration 136Q: 3 clusters Score -3032303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -3032298.250000 Penalty: 5110.654785
	Iteration 137Q: 3 clusters Score -3032298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -3032298.500000 Penalty: 5110.654785
	Iteration 138Q: 3 clusters Score -3032298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -3032298.250000 Penalty: 5110.654785
	Iteration 139Q: 3 clusters Score -3032298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -3032296.750000 Penalty: 5110.654785
	Iteration 140F: 3 clusters Score -3032297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Entering Unmasked Estep 
Score: -1526560.125000 Penalty: 2364.615723
	Iteration 0F: 2 clusters Score -1526560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1516412.500000 Penalty: 4729.231445
	Iteration 0F: 3 clusters Score -1516412 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1519496.125000 Penalty: 4729.231445
	Iteration 1F: 3 clusters Score -1519496 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1519861.000000 Penalty: 4729.231445
	Iteration 2F: 3 clusters Score -1519861 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1520080.875000 Penalty: 4729.231445
	Iteration 3Q: 3 clusters Score -1520081 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1520250.625000 Penalty: 4729.231445
	Iteration 4Q: 3 clusters Score -1520251 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1520374.125000 Penalty: 4729.231445
	Iteration 5Q: 3 clusters Score -1520374 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1520480.750000 Penalty: 4729.231445
	Iteration 6Q: 3 clusters Score -1520481 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1520580.125000 Penalty: 4729.231445
	Iteration 7Q: 3 clusters Score -1520580 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1520693.500000 Penalty: 4729.231445
	Iteration 8Q: 3 clusters Score -1520694 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1520808.250000 Penalty: 4729.231445
	Iteration 9Q: 3 clusters Score -1520808 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1520924.375000 Penalty: 4729.231445
	Iteration 10Q: 3 clusters Score -1520924 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1521060.000000 Penalty: 4729.231445
	Iteration 11Q: 3 clusters Score -1521060 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1521237.500000 Penalty: 4729.231445
	Iteration 12Q: 3 clusters Score -1521238 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1521449.125000 Penalty: 4729.231445
	Iteration 13Q: 3 clusters Score -1521449 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1521676.125000 Penalty: 4729.231445
	Iteration 14Q: 3 clusters Score -1521676 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1521945.750000 Penalty: 4729.231445
	Iteration 15Q: 3 clusters Score -1521946 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1522254.500000 Penalty: 4729.231445
	Iteration 16Q: 3 clusters Score -1522254 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1522543.000000 Penalty: 4729.231445
	Iteration 17Q: 3 clusters Score -1522543 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1522827.500000 Penalty: 4729.231445
	Iteration 18Q: 3 clusters Score -1522828 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1523038.125000 Penalty: 4729.231445
	Iteration 19Q: 3 clusters Score -1523038 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1523209.750000 Penalty: 4729.231445
	Iteration 20F: 3 clusters Score -1523210 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1523365.375000 Penalty: 4729.231445
	Iteration 21Q: 3 clusters Score -1523365 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1523504.500000 Penalty: 4729.231445
	Iteration 22Q: 3 clusters Score -1523504 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1523615.250000 Penalty: 4729.231445
	Iteration 23Q: 3 clusters Score -1523615 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1523706.125000 Penalty: 4729.231445
	Iteration 24Q: 3 clusters Score -1523706 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1523810.750000 Penalty: 4729.231445
	Iteration 25Q: 3 clusters Score -1523811 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1523881.500000 Penalty: 4729.231445
	Iteration 26Q: 3 clusters Score -1523882 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1523945.125000 Penalty: 4729.231445
	Iteration 27Q: 3 clusters Score -1523945 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1524000.625000 Penalty: 4729.231445
	Iteration 28Q: 3 clusters Score -1524001 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1524042.375000 Penalty: 4729.231445
	Iteration 29Q: 3 clusters Score -1524042 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1524079.375000 Penalty: 4729.231445
	Iteration 30Q: 3 clusters Score -1524079 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1524118.125000 Penalty: 4729.231445
	Iteration 31Q: 3 clusters Score -1524118 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1524162.375000 Penalty: 4729.231445
	Iteration 32Q: 3 clusters Score -1524162 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1524212.000000 Penalty: 4729.231445
	Iteration 33Q: 3 clusters Score -1524212 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1524264.375000 Penalty: 4729.231445
	Iteration 34Q: 3 clusters Score -1524264 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1524306.500000 Penalty: 4729.231445
	Iteration 35Q: 3 clusters Score -1524306 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1524333.750000 Penalty: 4729.231445
	Iteration 36Q: 3 clusters Score -1524334 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1524355.125000 Penalty: 4729.231445
	Iteration 37Q: 3 clusters Score -1524355 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1524367.125000 Penalty: 4729.231445
	Iteration 38Q: 3 clusters Score -1524367 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1524369.500000 Penalty: 4729.231445
	Iteration 39Q: 3 clusters Score -1524370 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1524380.500000 Penalty: 4729.231445
	Iteration 40F: 3 clusters Score -1524380 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1524389.875000 Penalty: 4729.231445
	Iteration 41Q: 3 clusters Score -1524390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1524393.750000 Penalty: 4729.231445
	Iteration 42Q: 3 clusters Score -1524394 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1524399.125000 Penalty: 4729.231445
	Iteration 43Q: 3 clusters Score -1524399 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1524405.375000 Penalty: 4729.231445
	Iteration 44Q: 3 clusters Score -1524405 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1524406.375000 Penalty: 4729.231445
	Iteration 45Q: 3 clusters Score -1524406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1524407.875000 Penalty: 4729.231445
	Iteration 46Q: 3 clusters Score -1524408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1524417.500000 Penalty: 4729.231445
	Iteration 47Q: 3 clusters Score -1524418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1524426.750000 Penalty: 4729.231445
	Iteration 48Q: 3 clusters Score -1524427 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1524437.125000 Penalty: 4729.231445
	Iteration 49Q: 3 clusters Score -1524437 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1524456.750000 Penalty: 4729.231445
	Iteration 50Q: 3 clusters Score -1524457 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1524470.375000 Penalty: 4729.231445
	Iteration 51Q: 3 clusters Score -1524470 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1524483.875000 Penalty: 4729.231445
	Iteration 52Q: 3 clusters Score -1524484 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1524492.000000 Penalty: 4729.231445
	Iteration 53Q: 3 clusters Score -1524492 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1524503.125000 Penalty: 4729.231445
	Iteration 54Q: 3 clusters Score -1524503 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1524511.875000 Penalty: 4729.231445
	Iteration 55Q: 3 clusters Score -1524512 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1524525.500000 Penalty: 4729.231445
	Iteration 56Q: 3 clusters Score -1524526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1524528.000000 Penalty: 4729.231445
	Iteration 57Q: 3 clusters Score -1524528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1524528.125000 Penalty: 4729.231445
	Iteration 58Q: 3 clusters Score -1524528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1524530.875000 Penalty: 4729.231445
	Iteration 59Q: 3 clusters Score -1524531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1524537.375000 Penalty: 4729.231445
	Iteration 60F: 3 clusters Score -1524537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1524545.500000 Penalty: 4729.231445
	Iteration 61Q: 3 clusters Score -1524546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1524551.875000 Penalty: 4729.231445
	Iteration 62Q: 3 clusters Score -1524552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -1524557.125000 Penalty: 4729.231445
	Iteration 63Q: 3 clusters Score -1524557 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1524559.125000 Penalty: 4729.231445
	Iteration 64Q: 3 clusters Score -1524559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -1524568.750000 Penalty: 4729.231445
	Iteration 65Q: 3 clusters Score -1524569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1524570.000000 Penalty: 4729.231445
	Iteration 66Q: 3 clusters Score -1524570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1524572.625000 Penalty: 4729.231445
	Iteration 67Q: 3 clusters Score -1524573 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1524576.375000 Penalty: 4729.231445
	Iteration 68Q: 3 clusters Score -1524576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -1524582.125000 Penalty: 4729.231445
	Iteration 69Q: 3 clusters Score -1524582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1524589.625000 Penalty: 4729.231445
	Iteration 70Q: 3 clusters Score -1524590 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1524599.375000 Penalty: 4729.231445
	Iteration 71Q: 3 clusters Score -1524599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -1524605.750000 Penalty: 4729.231445
	Iteration 72Q: 3 clusters Score -1524606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1524608.375000 Penalty: 4729.231445
	Iteration 73Q: 3 clusters Score -1524608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1524612.125000 Penalty: 4729.231445
	Iteration 74Q: 3 clusters Score -1524612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -1524619.000000 Penalty: 4729.231445
	Iteration 75Q: 3 clusters Score -1524619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -1524619.750000 Penalty: 4729.231445
	Iteration 76Q: 3 clusters Score -1524620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -1524622.125000 Penalty: 4729.231445
	Iteration 77Q: 3 clusters Score -1524622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -1524625.875000 Penalty: 4729.231445
	Iteration 78Q: 3 clusters Score -1524626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -1524624.000000 Penalty: 4729.231445
	Iteration 79Q: 3 clusters Score -1524624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1524625.375000 Penalty: 4729.231445
	Iteration 80F: 3 clusters Score -1524625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1524626.375000 Penalty: 4729.231445
	Iteration 81Q: 3 clusters Score -1524626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -1524627.625000 Penalty: 4729.231445
	Iteration 82Q: 3 clusters Score -1524628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1524627.875000 Penalty: 4729.231445
	Iteration 83Q: 3 clusters Score -1524628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -1524628.375000 Penalty: 4729.231445
	Iteration 84Q: 3 clusters Score -1524628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1524629.750000 Penalty: 4729.231445
	Iteration 85Q: 3 clusters Score -1524630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1524631.750000 Penalty: 4729.231445
	Iteration 86Q: 3 clusters Score -1524632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1524633.625000 Penalty: 4729.231445
	Iteration 87Q: 3 clusters Score -1524634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1524639.750000 Penalty: 4729.231445
	Iteration 88Q: 3 clusters Score -1524640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -1524639.375000 Penalty: 4729.231445
	Iteration 89Q: 3 clusters Score -1524639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -1524639.000000 Penalty: 4729.231445
	Iteration 90Q: 3 clusters Score -1524639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -1524639.000000 Penalty: 4729.231445
	Iteration 91F: 3 clusters Score -1524639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Entering Unmasked Estep 
Score: -820680.125000 Penalty: 2213.907959
	Iteration 0F: 2 clusters Score -820680.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -814548.125000 Penalty: 4427.815918
	Iteration 0F: 3 clusters Score -814548.1 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -816214.312500 Penalty: 4427.815918
	Iteration 1F: 3 clusters Score -816214.3 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -816451.000000 Penalty: 4427.815918
	Iteration 2F: 3 clusters Score -816451 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -816608.500000 Penalty: 4427.815918
	Iteration 3Q: 3 clusters Score -816608.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -816734.437500 Penalty: 4427.815918
	Iteration 4Q: 3 clusters Score -816734.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -816825.812500 Penalty: 4427.815918
	Iteration 5Q: 3 clusters Score -816825.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -816900.000000 Penalty: 4427.815918
	Iteration 6Q: 3 clusters Score -816900 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -816966.625000 Penalty: 4427.815918
	Iteration 7Q: 3 clusters Score -816966.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -817024.062500 Penalty: 4427.815918
	Iteration 8Q: 3 clusters Score -817024.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -817086.562500 Penalty: 4427.815918
	Iteration 9Q: 3 clusters Score -817086.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -817135.250000 Penalty: 4427.815918
	Iteration 10Q: 3 clusters Score -817135.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -817180.875000 Penalty: 4427.815918
	Iteration 11Q: 3 clusters Score -817180.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -817226.500000 Penalty: 4427.815918
	Iteration 12Q: 3 clusters Score -817226.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -817278.437500 Penalty: 4427.815918
	Iteration 13Q: 3 clusters Score -817278.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -817338.875000 Penalty: 4427.815918
	Iteration 14Q: 3 clusters Score -817338.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -817400.125000 Penalty: 4427.815918
	Iteration 15Q: 3 clusters Score -817400.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -817449.062500 Penalty: 4427.815918
	Iteration 16Q: 3 clusters Score -817449.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -817506.312500 Penalty: 4427.815918
	Iteration 17Q: 3 clusters Score -817506.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -817569.875000 Penalty: 4427.815918
	Iteration 18Q: 3 clusters Score -817569.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -817651.062500 Penalty: 4427.815918
	Iteration 19Q: 3 clusters Score -817651.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -817792.625000 Penalty: 4427.815918
	Iteration 20F: 3 clusters Score -817792.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -818068.375000 Penalty: 4427.815918
	Iteration 21Q: 3 clusters Score -818068.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -818405.687500 Penalty: 4427.815918
	Iteration 22Q: 3 clusters Score -818405.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -818702.437500 Penalty: 4427.815918
	Iteration 23Q: 3 clusters Score -818702.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -818869.187500 Penalty: 4427.815918
	Iteration 24Q: 3 clusters Score -818869.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -818995.875000 Penalty: 4427.815918
	Iteration 25Q: 3 clusters Score -818995.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -819088.187500 Penalty: 4427.815918
	Iteration 26Q: 3 clusters Score -819088.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -819154.562500 Penalty: 4427.815918
	Iteration 27Q: 3 clusters Score -819154.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -819206.625000 Penalty: 4427.815918
	Iteration 28Q: 3 clusters Score -819206.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -819250.437500 Penalty: 4427.815918
	Iteration 29Q: 3 clusters Score -819250.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -819290.187500 Penalty: 4427.815918
	Iteration 30Q: 3 clusters Score -819290.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -819334.687500 Penalty: 4427.815918
	Iteration 31Q: 3 clusters Score -819334.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -819386.687500 Penalty: 4427.815918
	Iteration 32Q: 3 clusters Score -819386.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -819460.000000 Penalty: 4427.815918
	Iteration 33Q: 3 clusters Score -819460 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -819556.437500 Penalty: 4427.815918
	Iteration 34Q: 3 clusters Score -819556.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -819712.562500 Penalty: 4427.815918
	Iteration 35Q: 3 clusters Score -819712.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -819955.937500 Penalty: 4427.815918
	Iteration 36Q: 3 clusters Score -819955.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -820260.375000 Penalty: 4427.815918
	Iteration 37Q: 3 clusters Score -820260.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -820554.625000 Penalty: 4427.815918
	Iteration 38Q: 3 clusters Score -820554.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -820755.500000 Penalty: 4427.815918
	Iteration 39Q: 3 clusters Score -820755.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -820868.187500 Penalty: 4427.815918
	Iteration 40F: 3 clusters Score -820868.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -820902.812500 Penalty: 4427.815918
	Iteration 41Q: 3 clusters Score -820902.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -820920.125000 Penalty: 4427.815918
	Iteration 42Q: 3 clusters Score -820920.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -820930.125000 Penalty: 4427.815918
	Iteration 43Q: 3 clusters Score -820930.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -820934.187500 Penalty: 4427.815918
	Iteration 44Q: 3 clusters Score -820934.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -820936.500000 Penalty: 4427.815918
	Iteration 45Q: 3 clusters Score -820936.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -820938.562500 Penalty: 4427.815918
	Iteration 46Q: 3 clusters Score -820938.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -820939.312500 Penalty: 4427.815918
	Iteration 47Q: 3 clusters Score -820939.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -820939.312500 Penalty: 4427.815918
	Iteration 48F: 3 clusters Score -820939.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 18231 members 
Mstep: Class 3 contains 2185 members 
Mstep: Class 4 contains 104178 members 
Mstep: Class 5 contains 29844 members 
Mstep: Class 6 contains 13832 members 
Mstep: Class 7 contains 3756 members 
Mstep: Class 8 contains 184573 members 
Mstep: Class 9 contains 14645 members 
Mstep: Class 10 contains 7261 members 
Mstep: Class 11 contains 16772 members 
Mstep: Class 12 contains 7024 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 75615 members 
Mstep: Class 15 contains 2508 members 
Mstep: Class 16 contains 13503 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37498 members 
Mstep: Class 20 contains 2008 members 
Mstep: Class 21 contains 135120 members 
Mstep: Class 22 contains 3331 members 
Mstep: Class 23 contains 12927 members 
Mstep: Class 24 contains 2938 members 
Mstep: Class 25 contains 8062 members 
Mstep: Class 26 contains 3974 members 
Mstep: Class 27 contains 5135 members 
Mstep: Class 28 contains 25310 members 
Mstep: Class 29 contains 5550 members 
Mstep: Class 30 contains 1450 members 
Mstep: Class 31 contains 19809 members 
Mstep: Class 32 contains 3777 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 146951 members 
Mstep: Class 35 contains 25105 members 
Mstep: Class 36 contains 2070 members 
Mstep: Class 37 contains 42827 members 
Mstep: Class 38 contains 27178 members 
Mstep: Class 39 contains 3214 members 
Mstep: Class 40 contains 1372 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3073 members 
Mstep: Class 43 contains 5795 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8641 members 
Mstep: Class 46 contains 16978 members 
Mstep: Class 47 contains 30681 members 
Mstep: Class 48 contains 10779 members 
Mstep: Class 49 contains 3524 members 
Mstep: Class 50 contains 5216 members 
Mstep: Class 51 contains 1642 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
Score: -115165952.000000 Penalty: 179445.484375
Splitting cluster 7 changes total score from -115166744.000000 to -115165952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (184573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184573 members 
Entering Unmasked Estep 
Score: -20530764.000000 Penalty: 3007.198486
	Iteration 0F: 2 clusters Score -2.053076e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92372 members 
Mstep: Class 2 contains 92201 members 
Entering Unmasked Estep 
Score: -20415814.000000 Penalty: 6014.396973
	Iteration 0F: 3 clusters Score -2.041581e+07 nChanged 88644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93018 members 
Mstep: Class 2 contains 91555 members 
Entering Unmasked Estep 
Score: -20467754.000000 Penalty: 6014.396973
	Iteration 1F: 3 clusters Score -2.046775e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93654 members 
Mstep: Class 2 contains 90919 members 
Entering Unmasked Estep 
Score: -20468550.000000 Penalty: 6014.396973
	Iteration 2Q: 3 clusters Score -2.046855e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94768 members 
Mstep: Class 2 contains 89805 members 
Entering Unmasked Estep 
Score: -20469668.000000 Penalty: 6014.396973
	Iteration 3Q: 3 clusters Score -2.046967e+07 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96432 members 
Mstep: Class 2 contains 88141 members 
Entering Unmasked Estep 
Score: -20470780.000000 Penalty: 6014.396973
	Iteration 4Q: 3 clusters Score -2.047078e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98883 members 
Mstep: Class 2 contains 85690 members 
Entering Unmasked Estep 
Score: -20472290.000000 Penalty: 6014.396973
	Iteration 5Q: 3 clusters Score -2.047229e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102758 members 
Mstep: Class 2 contains 81815 members 
Entering Unmasked Estep 
Score: -20474546.000000 Penalty: 6014.396973
	Iteration 6Q: 3 clusters Score -2.047455e+07 nChanged 7880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108404 members 
Mstep: Class 2 contains 76169 members 
Entering Unmasked Estep 
Score: -20478138.000000 Penalty: 6014.396973
	Iteration 7Q: 3 clusters Score -2.047814e+07 nChanged 9726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116216 members 
Mstep: Class 2 contains 68357 members 
Entering Unmasked Estep 
Score: -20482914.000000 Penalty: 6014.396973
	Iteration 8F: 3 clusters Score -2.048291e+07 nChanged 11509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126221 members 
Mstep: Class 2 contains 58352 members 
Entering Unmasked Estep 
Score: -20489774.000000 Penalty: 6014.396973
	Iteration 9F: 3 clusters Score -2.048977e+07 nChanged 12582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137681 members 
Mstep: Class 2 contains 46892 members 
Entering Unmasked Estep 
Score: -20498236.000000 Penalty: 6014.396973
	Iteration 10F: 3 clusters Score -2.049824e+07 nChanged 11970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148829 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
Score: -20506994.000000 Penalty: 6014.396973
	Iteration 11F: 3 clusters Score -2.050699e+07 nChanged 10011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158294 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -20514352.000000 Penalty: 6014.396973
	Iteration 12F: 3 clusters Score -2.051435e+07 nChanged 7609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165625 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -20519004.000000 Penalty: 6014.396973
	Iteration 13Q: 3 clusters Score -2.0519e+07 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170945 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -20521892.000000 Penalty: 6014.396973
	Iteration 14Q: 3 clusters Score -2.052189e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174777 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -20524006.000000 Penalty: 6014.396973
	Iteration 15Q: 3 clusters Score -2.052401e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177450 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -20525258.000000 Penalty: 6014.396973
	Iteration 16Q: 3 clusters Score -2.052526e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179354 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -20526316.000000 Penalty: 6014.396973
	Iteration 17Q: 3 clusters Score -2.052632e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180660 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -20526946.000000 Penalty: 6014.396973
	Iteration 18Q: 3 clusters Score -2.052695e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181554 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -20527566.000000 Penalty: 6014.396973
	Iteration 19Q: 3 clusters Score -2.052757e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182094 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -20527892.000000 Penalty: 6014.396973
	Iteration 20F: 3 clusters Score -2.052789e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182463 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -20528082.000000 Penalty: 6014.396973
	Iteration 21Q: 3 clusters Score -2.052808e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182703 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -20528280.000000 Penalty: 6014.396973
	Iteration 22Q: 3 clusters Score -2.052828e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182888 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -20528308.000000 Penalty: 6014.396973
	Iteration 23Q: 3 clusters Score -2.052831e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183004 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -20528422.000000 Penalty: 6014.396973
	Iteration 24Q: 3 clusters Score -2.052842e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183099 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -20528450.000000 Penalty: 6014.396973
	Iteration 25Q: 3 clusters Score -2.052845e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183159 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -20528494.000000 Penalty: 6014.396973
	Iteration 26Q: 3 clusters Score -2.052849e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183213 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -20528518.000000 Penalty: 6014.396973
	Iteration 27Q: 3 clusters Score -2.052852e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183260 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -20528544.000000 Penalty: 6014.396973
	Iteration 28Q: 3 clusters Score -2.052854e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183300 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -20528586.000000 Penalty: 6014.396973
	Iteration 29Q: 3 clusters Score -2.052859e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183322 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -20528572.000000 Penalty: 6014.396973
	Iteration 30Q: 3 clusters Score -2.052857e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183338 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -20528560.000000 Penalty: 6014.396973
	Iteration 31Q: 3 clusters Score -2.052856e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183357 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -20528572.000000 Penalty: 6014.396973
	Iteration 32Q: 3 clusters Score -2.052857e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183375 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -20528570.000000 Penalty: 6014.396973
	Iteration 33Q: 3 clusters Score -2.052857e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183388 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -20528586.000000 Penalty: 6014.396973
	Iteration 34Q: 3 clusters Score -2.052859e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183400 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -20528602.000000 Penalty: 6014.396973
	Iteration 35Q: 3 clusters Score -2.05286e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183418 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -20528584.000000 Penalty: 6014.396973
	Iteration 36Q: 3 clusters Score -2.052858e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183428 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -20528590.000000 Penalty: 6014.396973
	Iteration 37Q: 3 clusters Score -2.052859e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183437 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -20528636.000000 Penalty: 6014.396973
	Iteration 38Q: 3 clusters Score -2.052864e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183449 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -20528622.000000 Penalty: 6014.396973
	Iteration 39Q: 3 clusters Score -2.052862e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183456 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -20528624.000000 Penalty: 6014.396973
	Iteration 40F: 3 clusters Score -2.052862e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183464 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -20528610.000000 Penalty: 6014.396973
	Iteration 41Q: 3 clusters Score -2.052861e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183476 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -20528660.000000 Penalty: 6014.396973
	Iteration 42Q: 3 clusters Score -2.052866e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183486 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -20528670.000000 Penalty: 6014.396973
	Iteration 43Q: 3 clusters Score -2.052867e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183497 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -20528694.000000 Penalty: 6014.396973
	Iteration 44Q: 3 clusters Score -2.052869e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183509 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -20528694.000000 Penalty: 6014.396973
	Iteration 45Q: 3 clusters Score -2.052869e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183522 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -20528688.000000 Penalty: 6014.396973
	Iteration 46Q: 3 clusters Score -2.052869e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183530 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -20528694.000000 Penalty: 6014.396973
	Iteration 47Q: 3 clusters Score -2.052869e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183535 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -20528676.000000 Penalty: 6014.396973
	Iteration 48Q: 3 clusters Score -2.052868e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183538 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -20528696.000000 Penalty: 6014.396973
	Iteration 49Q: 3 clusters Score -2.05287e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183543 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -20528678.000000 Penalty: 6014.396973
	Iteration 50Q: 3 clusters Score -2.052868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183543 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -20528690.000000 Penalty: 6014.396973
	Iteration 51Q: 3 clusters Score -2.052869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183546 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -20528704.000000 Penalty: 6014.396973
	Iteration 52Q: 3 clusters Score -2.05287e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183551 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -20528690.000000 Penalty: 6014.396973
	Iteration 53Q: 3 clusters Score -2.052869e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183554 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -20528664.000000 Penalty: 6014.396973
	Iteration 54Q: 3 clusters Score -2.052866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183554 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -20528672.000000 Penalty: 6014.396973
	Iteration 55Q: 3 clusters Score -2.052867e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183555 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -20528650.000000 Penalty: 6014.396973
	Iteration 56Q: 3 clusters Score -2.052865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183560 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -20528668.000000 Penalty: 6014.396973
	Iteration 57Q: 3 clusters Score -2.052867e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183565 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -20528682.000000 Penalty: 6014.396973
	Iteration 58Q: 3 clusters Score -2.052868e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183568 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -20528692.000000 Penalty: 6014.396973
	Iteration 59Q: 3 clusters Score -2.052869e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183569 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -20528678.000000 Penalty: 6014.396973
	Iteration 60F: 3 clusters Score -2.052868e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183570 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -20528666.000000 Penalty: 6014.396973
	Iteration 61Q: 3 clusters Score -2.052867e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183571 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -20528688.000000 Penalty: 6014.396973
	Iteration 62Q: 3 clusters Score -2.052869e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183571 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -20528688.000000 Penalty: 6014.396973
	Iteration 63F: 3 clusters Score -2.052869e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Entering Unmasked Estep 
Score: -1427408.250000 Penalty: 2378.779785
	Iteration 0F: 2 clusters Score -1427408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1416709.750000 Penalty: 4757.559570
	Iteration 0F: 3 clusters Score -1416710 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1420267.500000 Penalty: 4757.559570
	Iteration 1F: 3 clusters Score -1420268 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1420858.875000 Penalty: 4757.559570
	Iteration 2F: 3 clusters Score -1420859 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1421544.125000 Penalty: 4757.559570
	Iteration 3F: 3 clusters Score -1421544 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1422232.375000 Penalty: 4757.559570
	Iteration 4F: 3 clusters Score -1422232 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1422872.250000 Penalty: 4757.559570
	Iteration 5F: 3 clusters Score -1422872 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1423412.750000 Penalty: 4757.559570
	Iteration 6F: 3 clusters Score -1423413 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1423822.000000 Penalty: 4757.559570
	Iteration 7Q: 3 clusters Score -1423822 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1424120.125000 Penalty: 4757.559570
	Iteration 8Q: 3 clusters Score -1424120 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1424288.625000 Penalty: 4757.559570
	Iteration 9Q: 3 clusters Score -1424289 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1424428.625000 Penalty: 4757.559570
	Iteration 10Q: 3 clusters Score -1424429 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1424544.125000 Penalty: 4757.559570
	Iteration 11Q: 3 clusters Score -1424544 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1424634.875000 Penalty: 4757.559570
	Iteration 12Q: 3 clusters Score -1424635 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1424698.625000 Penalty: 4757.559570
	Iteration 13Q: 3 clusters Score -1424699 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1424740.750000 Penalty: 4757.559570
	Iteration 14Q: 3 clusters Score -1424741 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1424783.750000 Penalty: 4757.559570
	Iteration 15Q: 3 clusters Score -1424784 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1424812.875000 Penalty: 4757.559570
	Iteration 16Q: 3 clusters Score -1424813 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1424832.250000 Penalty: 4757.559570
	Iteration 17Q: 3 clusters Score -1424832 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1424859.000000 Penalty: 4757.559570
	Iteration 18Q: 3 clusters Score -1424859 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1424878.250000 Penalty: 4757.559570
	Iteration 19Q: 3 clusters Score -1424878 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1424891.875000 Penalty: 4757.559570
	Iteration 20F: 3 clusters Score -1424892 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1424906.125000 Penalty: 4757.559570
	Iteration 21Q: 3 clusters Score -1424906 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1424921.125000 Penalty: 4757.559570
	Iteration 22Q: 3 clusters Score -1424921 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1424945.875000 Penalty: 4757.559570
	Iteration 23Q: 3 clusters Score -1424946 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1424967.500000 Penalty: 4757.559570
	Iteration 24Q: 3 clusters Score -1424968 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1424984.750000 Penalty: 4757.559570
	Iteration 25Q: 3 clusters Score -1424985 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1425001.750000 Penalty: 4757.559570
	Iteration 26Q: 3 clusters Score -1425002 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1425023.125000 Penalty: 4757.559570
	Iteration 27Q: 3 clusters Score -1425023 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1425038.375000 Penalty: 4757.559570
	Iteration 28Q: 3 clusters Score -1425038 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1425045 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1425052.375000 Penalty: 4757.559570
	Iteration 30Q: 3 clusters Score -1425052 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1425063.375000 Penalty: 4757.559570
	Iteration 31Q: 3 clusters Score -1425063 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1425072.250000 Penalty: 4757.559570
	Iteration 32Q: 3 clusters Score -1425072 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1425080.125000 Penalty: 4757.559570
	Iteration 33Q: 3 clusters Score -1425080 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1425099.250000 Penalty: 4757.559570
	Iteration 34Q: 3 clusters Score -1425099 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1425111.375000 Penalty: 4757.559570
	Iteration 35Q: 3 clusters Score -1425111 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1425126.125000 Penalty: 4757.559570
	Iteration 36Q: 3 clusters Score -1425126 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1425144.500000 Penalty: 4757.559570
	Iteration 37Q: 3 clusters Score -1425144 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1425163.875000 Penalty: 4757.559570
	Iteration 38Q: 3 clusters Score -1425164 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1425183.250000 Penalty: 4757.559570
	Iteration 39Q: 3 clusters Score -1425183 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1425201.875000 Penalty: 4757.559570
	Iteration 40F: 3 clusters Score -1425202 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1425228.375000 Penalty: 4757.559570
	Iteration 41Q: 3 clusters Score -1425228 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1425247.500000 Penalty: 4757.559570
	Iteration 42Q: 3 clusters Score -1425248 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1425275.750000 Penalty: 4757.559570
	Iteration 43Q: 3 clusters Score -1425276 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1425302.750000 Penalty: 4757.559570
	Iteration 44Q: 3 clusters Score -1425303 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1425331.250000 Penalty: 4757.559570
	Iteration 45Q: 3 clusters Score -1425331 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1425354.375000 Penalty: 4757.559570
	Iteration 46Q: 3 clusters Score -1425354 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1425379.250000 Penalty: 4757.559570
	Iteration 47Q: 3 clusters Score -1425379 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1425409.000000 Penalty: 4757.559570
	Iteration 48Q: 3 clusters Score -1425409 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1425443.125000 Penalty: 4757.559570
	Iteration 49Q: 3 clusters Score -1425443 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1425478.500000 Penalty: 4757.559570
	Iteration 50Q: 3 clusters Score -1425478 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1425505.000000 Penalty: 4757.559570
	Iteration 51Q: 3 clusters Score -1425505 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1425525.625000 Penalty: 4757.559570
	Iteration 52Q: 3 clusters Score -1425526 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1425546.625000 Penalty: 4757.559570
	Iteration 53Q: 3 clusters Score -1425547 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1425565.625000 Penalty: 4757.559570
	Iteration 54Q: 3 clusters Score -1425566 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1425592.000000 Penalty: 4757.559570
	Iteration 55Q: 3 clusters Score -1425592 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1425608.250000 Penalty: 4757.559570
	Iteration 56Q: 3 clusters Score -1425608 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1425634.125000 Penalty: 4757.559570
	Iteration 57Q: 3 clusters Score -1425634 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1425665.125000 Penalty: 4757.559570
	Iteration 58Q: 3 clusters Score -1425665 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1425685.500000 Penalty: 4757.559570
	Iteration 59Q: 3 clusters Score -1425686 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1425706.875000 Penalty: 4757.559570
	Iteration 60F: 3 clusters Score -1425707 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1425730.625000 Penalty: 4757.559570
	Iteration 61Q: 3 clusters Score -1425731 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1425748.000000 Penalty: 4757.559570
	Iteration 62Q: 3 clusters Score -1425748 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1425769.000000 Penalty: 4757.559570
	Iteration 63Q: 3 clusters Score -1425769 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1425786.500000 Penalty: 4757.559570
	Iteration 64Q: 3 clusters Score -1425786 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1425793.875000 Penalty: 4757.559570
	Iteration 65Q: 3 clusters Score -1425794 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1425805.625000 Penalty: 4757.559570
	Iteration 66Q: 3 clusters Score -1425806 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1425812.250000 Penalty: 4757.559570
	Iteration 67Q: 3 clusters Score -1425812 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1425821.125000 Penalty: 4757.559570
	Iteration 68Q: 3 clusters Score -1425821 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1425823.000000 Penalty: 4757.559570
	Iteration 69Q: 3 clusters Score -1425823 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1425835.625000 Penalty: 4757.559570
	Iteration 70Q: 3 clusters Score -1425836 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1425844.875000 Penalty: 4757.559570
	Iteration 71Q: 3 clusters Score -1425845 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1425853.750000 Penalty: 4757.559570
	Iteration 72Q: 3 clusters Score -1425854 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1425856.000000 Penalty: 4757.559570
	Iteration 73Q: 3 clusters Score -1425856 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1425862.500000 Penalty: 4757.559570
	Iteration 74Q: 3 clusters Score -1425862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1425867.625000 Penalty: 4757.559570
	Iteration 75Q: 3 clusters Score -1425868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1425875.625000 Penalty: 4757.559570
	Iteration 76Q: 3 clusters Score -1425876 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1425881.375000 Penalty: 4757.559570
	Iteration 77Q: 3 clusters Score -1425881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1425881.750000 Penalty: 4757.559570
	Iteration 78Q: 3 clusters Score -1425882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1425885.750000 Penalty: 4757.559570
	Iteration 79Q: 3 clusters Score -1425886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1425888.750000 Penalty: 4757.559570
	Iteration 80F: 3 clusters Score -1425889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1425892.750000 Penalty: 4757.559570
	Iteration 81Q: 3 clusters Score -1425893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1425896.750000 Penalty: 4757.559570
	Iteration 82Q: 3 clusters Score -1425897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1425898.375000 Penalty: 4757.559570
	Iteration 83Q: 3 clusters Score -1425898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1425898.375000 Penalty: 4757.559570
	Iteration 84Q: 3 clusters Score -1425898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1425899.125000 Penalty: 4757.559570
	Iteration 85Q: 3 clusters Score -1425899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1425900.625000 Penalty: 4757.559570
	Iteration 86Q: 3 clusters Score -1425901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1425904.250000 Penalty: 4757.559570
	Iteration 87Q: 3 clusters Score -1425904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1425903.000000 Penalty: 4757.559570
	Iteration 88Q: 3 clusters Score -1425903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1425906.000000 Penalty: 4757.559570
	Iteration 89Q: 3 clusters Score -1425906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1425908.000000 Penalty: 4757.559570
	Iteration 90Q: 3 clusters Score -1425908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1425910.750000 Penalty: 4757.559570
	Iteration 91Q: 3 clusters Score -1425911 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1425914.875000 Penalty: 4757.559570
	Iteration 92Q: 3 clusters Score -1425915 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1425917.000000 Penalty: 4757.559570
	Iteration 93Q: 3 clusters Score -1425917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1425922.875000 Penalty: 4757.559570
	Iteration 94Q: 3 clusters Score -1425923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -1425925.625000 Penalty: 4757.559570
	Iteration 95Q: 3 clusters Score -1425926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1425931.625000 Penalty: 4757.559570
	Iteration 96Q: 3 clusters Score -1425932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1425936.750000 Penalty: 4757.559570
	Iteration 97Q: 3 clusters Score -1425937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1425937.500000 Penalty: 4757.559570
	Iteration 98Q: 3 clusters Score -1425938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1425939.625000 Penalty: 4757.559570
	Iteration 99Q: 3 clusters Score -1425940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1425940.625000 Penalty: 4757.559570
	Iteration 100F: 3 clusters Score -1425941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1425946.500000 Penalty: 4757.559570
	Iteration 101Q: 3 clusters Score -1425946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1425949.875000 Penalty: 4757.559570
	Iteration 102Q: 3 clusters Score -1425950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1425956.750000 Penalty: 4757.559570
	Iteration 103Q: 3 clusters Score -1425957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -1425962.625000 Penalty: 4757.559570
	Iteration 104Q: 3 clusters Score -1425963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1425962.125000 Penalty: 4757.559570
	Iteration 105Q: 3 clusters Score -1425962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -1425963.625000 Penalty: 4757.559570
	Iteration 106Q: 3 clusters Score -1425964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -1425962.375000 Penalty: 4757.559570
	Iteration 107Q: 3 clusters Score -1425962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -1425962.250000 Penalty: 4757.559570
	Iteration 108Q: 3 clusters Score -1425962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -1425962.250000 Penalty: 4757.559570
	Iteration 109F: 3 clusters Score -1425962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Entering Unmasked Estep 
Score: -748325.625000 Penalty: 2204.787842
	Iteration 0F: 2 clusters Score -748325.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -742419.187500 Penalty: 4409.575684
	Iteration 0F: 3 clusters Score -742419.2 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -744047.437500 Penalty: 4409.575684
	Iteration 1F: 3 clusters Score -744047.4 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -744510.062500 Penalty: 4409.575684
	Iteration 2F: 3 clusters Score -744510.1 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -745025.812500 Penalty: 4409.575684
	Iteration 3F: 3 clusters Score -745025.8 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -745566.062500 Penalty: 4409.575684
	Iteration 4F: 3 clusters Score -745566.1 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -745998.937500 Penalty: 4409.575684
	Iteration 5F: 3 clusters Score -745998.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -746321.500000 Penalty: 4409.575684
	Iteration 6F: 3 clusters Score -746321.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -746610.125000 Penalty: 4409.575684
	Iteration 7Q: 3 clusters Score -746610.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -746833.500000 Penalty: 4409.575684
	Iteration 8Q: 3 clusters Score -746833.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -747000.062500 Penalty: 4409.575684
	Iteration 9Q: 3 clusters Score -747000.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -747130.500000 Penalty: 4409.575684
	Iteration 10Q: 3 clusters Score -747130.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -747296.875000 Penalty: 4409.575684
	Iteration 11Q: 3 clusters Score -747296.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -747430.312500 Penalty: 4409.575684
	Iteration 12Q: 3 clusters Score -747430.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -747537.250000 Penalty: 4409.575684
	Iteration 13Q: 3 clusters Score -747537.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -747616.500000 Penalty: 4409.575684
	Iteration 14Q: 3 clusters Score -747616.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -747668.187500 Penalty: 4409.575684
	Iteration 15Q: 3 clusters Score -747668.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -747701.437500 Penalty: 4409.575684
	Iteration 16Q: 3 clusters Score -747701.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -747723.500000 Penalty: 4409.575684
	Iteration 17Q: 3 clusters Score -747723.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -747738.625000 Penalty: 4409.575684
	Iteration 18Q: 3 clusters Score -747738.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -747748.187500 Penalty: 4409.575684
	Iteration 19Q: 3 clusters Score -747748.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -747763.500000 Penalty: 4409.575684
	Iteration 20F: 3 clusters Score -747763.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -747776.250000 Penalty: 4409.575684
	Iteration 21Q: 3 clusters Score -747776.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -747790.937500 Penalty: 4409.575684
	Iteration 22Q: 3 clusters Score -747790.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -747800.625000 Penalty: 4409.575684
	Iteration 23Q: 3 clusters Score -747800.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -747815.500000 Penalty: 4409.575684
	Iteration 24Q: 3 clusters Score -747815.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -747829.500000 Penalty: 4409.575684
	Iteration 25Q: 3 clusters Score -747829.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -747845.250000 Penalty: 4409.575684
	Iteration 26Q: 3 clusters Score -747845.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -747863.250000 Penalty: 4409.575684
	Iteration 27Q: 3 clusters Score -747863.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -747879.562500 Penalty: 4409.575684
	Iteration 28Q: 3 clusters Score -747879.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -747899.812500 Penalty: 4409.575684
	Iteration 29Q: 3 clusters Score -747899.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -747918.562500 Penalty: 4409.575684
	Iteration 30Q: 3 clusters Score -747918.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -747935.125000 Penalty: 4409.575684
	Iteration 31Q: 3 clusters Score -747935.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -747955.312500 Penalty: 4409.575684
	Iteration 32Q: 3 clusters Score -747955.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -747980.500000 Penalty: 4409.575684
	Iteration 33Q: 3 clusters Score -747980.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -747993.812500 Penalty: 4409.575684
	Iteration 34Q: 3 clusters Score -747993.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -748005.187500 Penalty: 4409.575684
	Iteration 35Q: 3 clusters Score -748005.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -748010.062500 Penalty: 4409.575684
	Iteration 36Q: 3 clusters Score -748010.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -748013.437500 Penalty: 4409.575684
	Iteration 37Q: 3 clusters Score -748013.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -748015.687500 Penalty: 4409.575684
	Iteration 38Q: 3 clusters Score -748015.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -748016.625000 Penalty: 4409.575684
	Iteration 39Q: 3 clusters Score -748016.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -748020.562500 Penalty: 4409.575684
	Iteration 40F: 3 clusters Score -748020.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -748022.625000 Penalty: 4409.575684
	Iteration 41Q: 3 clusters Score -748022.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -748023.437500 Penalty: 4409.575684
	Iteration 42Q: 3 clusters Score -748023.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -748025.250000 Penalty: 4409.575684
	Iteration 43Q: 3 clusters Score -748025.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -748024.437500 Penalty: 4409.575684
	Iteration 44Q: 3 clusters Score -748024.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -748026.062500 Penalty: 4409.575684
	Iteration 45Q: 3 clusters Score -748026.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -748026.250000 Penalty: 4409.575684
	Iteration 46Q: 3 clusters Score -748026.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -748027.875000 Penalty: 4409.575684
	Iteration 47Q: 3 clusters Score -748027.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -748029.875000 Penalty: 4409.575684
	Iteration 48Q: 3 clusters Score -748029.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -748029.125000 Penalty: 4409.575684
	Iteration 49Q: 3 clusters Score -748029.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -748035.000000 Penalty: 4409.575684
	Iteration 50Q: 3 clusters Score -748035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -748036.000000 Penalty: 4409.575684
	Iteration 51Q: 3 clusters Score -748036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -748037.187500 Penalty: 4409.575684
	Iteration 52Q: 3 clusters Score -748037.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -748042.375000 Penalty: 4409.575684
	Iteration 53Q: 3 clusters Score -748042.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -748044.187500 Penalty: 4409.575684
	Iteration 54Q: 3 clusters Score -748044.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -748048.312500 Penalty: 4409.575684
	Iteration 55Q: 3 clusters Score -748048.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -748048.750000 Penalty: 4409.575684
	Iteration 56Q: 3 clusters Score -748048.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -748051.687500 Penalty: 4409.575684
	Iteration 57Q: 3 clusters Score -748051.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -748049.750000 Penalty: 4409.575684
	Iteration 58Q: 3 clusters Score -748049.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -748049.312500 Penalty: 4409.575684
	Iteration 59Q: 3 clusters Score -748049.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -748049.312500 Penalty: 4409.575684
	Iteration 60F: 3 clusters Score -748049.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Entering Unmasked Estep 
Score: -1651222.625000 Penalty: 2412.411621
	Iteration 0F: 2 clusters Score -1651223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1639236.500000 Penalty: 4824.823242
	Iteration 0F: 3 clusters Score -1639236 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1643227.625000 Penalty: 4824.823242
	Iteration 1F: 3 clusters Score -1643228 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1643852.000000 Penalty: 4824.823242
	Iteration 2F: 3 clusters Score -1643852 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1644588.375000 Penalty: 4824.823242
	Iteration 3F: 3 clusters Score -1644588 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1645455.625000 Penalty: 4824.823242
	Iteration 4F: 3 clusters Score -1645456 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1646466.250000 Penalty: 4824.823242
	Iteration 5F: 3 clusters Score -1646466 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1647404.875000 Penalty: 4824.823242
	Iteration 6F: 3 clusters Score -1647405 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1648144.875000 Penalty: 4824.823242
	Iteration 7F: 3 clusters Score -1648145 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1648636.750000 Penalty: 4824.823242
	Iteration 8Q: 3 clusters Score -1648637 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1648919.250000 Penalty: 4824.823242
	Iteration 9Q: 3 clusters Score -1648919 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1649082.750000 Penalty: 4824.823242
	Iteration 10Q: 3 clusters Score -1649083 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1649181.250000 Penalty: 4824.823242
	Iteration 11Q: 3 clusters Score -1649181 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1649279.375000 Penalty: 4824.823242
	Iteration 12Q: 3 clusters Score -1649279 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1649362.750000 Penalty: 4824.823242
	Iteration 13Q: 3 clusters Score -1649363 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1649414.875000 Penalty: 4824.823242
	Iteration 14Q: 3 clusters Score -1649415 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1649455.625000 Penalty: 4824.823242
	Iteration 15Q: 3 clusters Score -1649456 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -1649496.250000 Penalty: 4824.823242
	Iteration 16Q: 3 clusters Score -1649496 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1649522.375000 Penalty: 4824.823242
	Iteration 17Q: 3 clusters Score -1649522 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -1649554.875000 Penalty: 4824.823242
	Iteration 18Q: 3 clusters Score -1649555 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -1649581.500000 Penalty: 4824.823242
	Iteration 19Q: 3 clusters Score -1649582 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1649606.500000 Penalty: 4824.823242
	Iteration 20F: 3 clusters Score -1649606 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -1649638.500000 Penalty: 4824.823242
	Iteration 21Q: 3 clusters Score -1649638 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1649656.250000 Penalty: 4824.823242
	Iteration 22Q: 3 clusters Score -1649656 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1649680.750000 Penalty: 4824.823242
	Iteration 23Q: 3 clusters Score -1649681 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -1649704.750000 Penalty: 4824.823242
	Iteration 24Q: 3 clusters Score -1649705 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1649726.250000 Penalty: 4824.823242
	Iteration 25Q: 3 clusters Score -1649726 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -1649753.875000 Penalty: 4824.823242
	Iteration 26Q: 3 clusters Score -1649754 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -1649776.250000 Penalty: 4824.823242
	Iteration 27Q: 3 clusters Score -1649776 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -1649801.125000 Penalty: 4824.823242
	Iteration 28Q: 3 clusters Score -1649801 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -1649813.875000 Penalty: 4824.823242
	Iteration 29Q: 3 clusters Score -1649814 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -1649826.000000 Penalty: 4824.823242
	Iteration 30Q: 3 clusters Score -1649826 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -1649835.875000 Penalty: 4824.823242
	Iteration 31Q: 3 clusters Score -1649836 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1649846.500000 Penalty: 4824.823242
	Iteration 32Q: 3 clusters Score -1649846 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -1649849.500000 Penalty: 4824.823242
	Iteration 33Q: 3 clusters Score -1649850 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -1649862.500000 Penalty: 4824.823242
	Iteration 34Q: 3 clusters Score -1649862 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1649877.125000 Penalty: 4824.823242
	Iteration 35Q: 3 clusters Score -1649877 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1649890.000000 Penalty: 4824.823242
	Iteration 36Q: 3 clusters Score -1649890 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -1649893.625000 Penalty: 4824.823242
	Iteration 37Q: 3 clusters Score -1649894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -1649898.500000 Penalty: 4824.823242
	Iteration 38Q: 3 clusters Score -1649898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1649903.000000 Penalty: 4824.823242
	Iteration 39Q: 3 clusters Score -1649903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1649903.375000 Penalty: 4824.823242
	Iteration 40F: 3 clusters Score -1649903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -1649906.875000 Penalty: 4824.823242
	Iteration 41Q: 3 clusters Score -1649907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -1649904.250000 Penalty: 4824.823242
	Iteration 42Q: 3 clusters Score -1649904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1649905.750000 Penalty: 4824.823242
	Iteration 43Q: 3 clusters Score -1649906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -1649910.125000 Penalty: 4824.823242
	Iteration 44Q: 3 clusters Score -1649910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -1649911.125000 Penalty: 4824.823242
	Iteration 45Q: 3 clusters Score -1649911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -1649911.125000 Penalty: 4824.823242
	Iteration 46F: 3 clusters Score -1649911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Entering Unmasked Estep 
Score: -700682.000000 Penalty: 2196.557861
	Iteration 0F: 2 clusters Score -700682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -694891.062500 Penalty: 4393.115723
	Iteration 0F: 3 clusters Score -694891.1 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -696479.875000 Penalty: 4393.115723
	Iteration 1F: 3 clusters Score -696479.9 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -696853.625000 Penalty: 4393.115723
	Iteration 2F: 3 clusters Score -696853.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -697185.250000 Penalty: 4393.115723
	Iteration 3F: 3 clusters Score -697185.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -697455.250000 Penalty: 4393.115723
	Iteration 4F: 3 clusters Score -697455.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -697707.375000 Penalty: 4393.115723
	Iteration 5F: 3 clusters Score -697707.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -697931.375000 Penalty: 4393.115723
	Iteration 6Q: 3 clusters Score -697931.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -698107.437500 Penalty: 4393.115723
	Iteration 7Q: 3 clusters Score -698107.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -698288.000000 Penalty: 4393.115723
	Iteration 8Q: 3 clusters Score -698288 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -698461.750000 Penalty: 4393.115723
	Iteration 9Q: 3 clusters Score -698461.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -698624.062500 Penalty: 4393.115723
	Iteration 10Q: 3 clusters Score -698624.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -698764.062500 Penalty: 4393.115723
	Iteration 11Q: 3 clusters Score -698764.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -698932.375000 Penalty: 4393.115723
	Iteration 12Q: 3 clusters Score -698932.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -699070.250000 Penalty: 4393.115723
	Iteration 13Q: 3 clusters Score -699070.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -699193.437500 Penalty: 4393.115723
	Iteration 14Q: 3 clusters Score -699193.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -699287.062500 Penalty: 4393.115723
	Iteration 15Q: 3 clusters Score -699287.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -699352.062500 Penalty: 4393.115723
	Iteration 16Q: 3 clusters Score -699352.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -699406.000000 Penalty: 4393.115723
	Iteration 17Q: 3 clusters Score -699406 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -699450.937500 Penalty: 4393.115723
	Iteration 18Q: 3 clusters Score -699450.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -699510.000000 Penalty: 4393.115723
	Iteration 19Q: 3 clusters Score -699510 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -699579.000000 Penalty: 4393.115723
	Iteration 20F: 3 clusters Score -699579 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -699643.125000 Penalty: 4393.115723
	Iteration 21Q: 3 clusters Score -699643.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -699682.750000 Penalty: 4393.115723
	Iteration 22Q: 3 clusters Score -699682.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -699702.062500 Penalty: 4393.115723
	Iteration 23Q: 3 clusters Score -699702.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -699711.437500 Penalty: 4393.115723
	Iteration 24Q: 3 clusters Score -699711.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -699717.875000 Penalty: 4393.115723
	Iteration 25Q: 3 clusters Score -699717.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -699720.500000 Penalty: 4393.115723
	Iteration 26Q: 3 clusters Score -699720.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -699724.062500 Penalty: 4393.115723
	Iteration 27Q: 3 clusters Score -699724.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -699727.812500 Penalty: 4393.115723
	Iteration 28Q: 3 clusters Score -699727.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -699732.000000 Penalty: 4393.115723
	Iteration 29Q: 3 clusters Score -699732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -699734.000000 Penalty: 4393.115723
	Iteration 30Q: 3 clusters Score -699734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -699735.812500 Penalty: 4393.115723
	Iteration 31Q: 3 clusters Score -699735.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -699737.437500 Penalty: 4393.115723
	Iteration 32Q: 3 clusters Score -699737.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -699739.375000 Penalty: 4393.115723
	Iteration 33Q: 3 clusters Score -699739.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -699743.125000 Penalty: 4393.115723
	Iteration 34Q: 3 clusters Score -699743.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -699745.250000 Penalty: 4393.115723
	Iteration 35Q: 3 clusters Score -699745.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -699751.937500 Penalty: 4393.115723
	Iteration 36Q: 3 clusters Score -699751.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -699757.125000 Penalty: 4393.115723
	Iteration 37Q: 3 clusters Score -699757.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -699761.187500 Penalty: 4393.115723
	Iteration 38Q: 3 clusters Score -699761.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -699761.312500 Penalty: 4393.115723
	Iteration 39Q: 3 clusters Score -699761.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -699762.375000 Penalty: 4393.115723
	Iteration 40F: 3 clusters Score -699762.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -699762.187500 Penalty: 4393.115723
	Iteration 41Q: 3 clusters Score -699762.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -699762.875000 Penalty: 4393.115723
	Iteration 42Q: 3 clusters Score -699762.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -699765.062500 Penalty: 4393.115723
	Iteration 43Q: 3 clusters Score -699765.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -699763.500000 Penalty: 4393.115723
	Iteration 44Q: 3 clusters Score -699763.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -699765.500000 Penalty: 4393.115723
	Iteration 45Q: 3 clusters Score -699765.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -699765.125000 Penalty: 4393.115723
	Iteration 46Q: 3 clusters Score -699765.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -699764.562500 Penalty: 4393.115723
	Iteration 47Q: 3 clusters Score -699764.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -699765.312500 Penalty: 4393.115723
	Iteration 48Q: 3 clusters Score -699765.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -699765.312500 Penalty: 4393.115723
	Iteration 49F: 3 clusters Score -699765.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -33739.746094 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -33739.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -32441.925781 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -32441.93 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -32566.099609 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -32566.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -32622.593750 Penalty: 2916.744385
	Iteration 2F: 3 clusters Score -32622.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -32657.720703 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -32657.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -32685.724609 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -32685.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -32699.455078 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -32699.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -32707.833984 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -32707.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -32720.419922 Penalty: 2916.744385
	Iteration 7Q: 3 clusters Score -32720.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -32724.080078 Penalty: 2916.744385
	Iteration 8Q: 3 clusters Score -32724.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -32732.195312 Penalty: 2916.744385
	Iteration 9Q: 3 clusters Score -32732.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -32742.517578 Penalty: 2916.744385
	Iteration 10Q: 3 clusters Score -32742.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -32756.121094 Penalty: 2916.744385
	Iteration 11Q: 3 clusters Score -32756.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -32768.460938 Penalty: 2916.744385
	Iteration 12Q: 3 clusters Score -32768.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -32771.945312 Penalty: 2916.744385
	Iteration 13Q: 3 clusters Score -32771.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -32787.183594 Penalty: 2916.744385
	Iteration 14Q: 3 clusters Score -32787.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -32793.011719 Penalty: 2916.744385
	Iteration 15Q: 3 clusters Score -32793.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -32793.011719 Penalty: 2916.744385
	Iteration 16F: 3 clusters Score -32793.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (75615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75615 members 
Entering Unmasked Estep 
Score: -8403692.000000 Penalty: 2785.885742
	Iteration 0F: 2 clusters Score -8403692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 37885 members 
Entering Unmasked Estep 
Score: -8352954.500000 Penalty: 5571.771484
	Iteration 0F: 3 clusters Score -8352954 nChanged 35483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37621 members 
Mstep: Class 2 contains 37994 members 
Entering Unmasked Estep 
Score: -8373157.000000 Penalty: 5571.771484
	Iteration 1F: 3 clusters Score -8373157 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -8373970.000000 Penalty: 5571.771484
	Iteration 2Q: 3 clusters Score -8373970 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -8374837.000000 Penalty: 5571.771484
	Iteration 3Q: 3 clusters Score -8374837 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -8375880.500000 Penalty: 5571.771484
	Iteration 4Q: 3 clusters Score -8375880 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 37361 members 
Entering Unmasked Estep 
Score: -8377136.000000 Penalty: 5571.771484
	Iteration 5Q: 3 clusters Score -8377136 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -8378620.000000 Penalty: 5571.771484
	Iteration 6Q: 3 clusters Score -8378620 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -8380274.000000 Penalty: 5571.771484
	Iteration 7F: 3 clusters Score -8380274 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40093 members 
Mstep: Class 2 contains 35522 members 
Entering Unmasked Estep 
Score: -8381967.500000 Penalty: 5571.771484
	Iteration 8F: 3 clusters Score -8381968 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 34921 members 
Entering Unmasked Estep 
Score: -8383461.000000 Penalty: 5571.771484
	Iteration 9Q: 3 clusters Score -8383461 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41075 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -8384643.500000 Penalty: 5571.771484
	Iteration 10Q: 3 clusters Score -8384644 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -8385566.500000 Penalty: 5571.771484
	Iteration 11Q: 3 clusters Score -8385566 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41220 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -8386214.500000 Penalty: 5571.771484
	Iteration 12Q: 3 clusters Score -8386214 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -8386670.000000 Penalty: 5571.771484
	Iteration 13Q: 3 clusters Score -8386670 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40539 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
Score: -8387094.500000 Penalty: 5571.771484
	Iteration 14Q: 3 clusters Score -8387094 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -8387394.000000 Penalty: 5571.771484
	Iteration 15Q: 3 clusters Score -8387394 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39250 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
Score: -8387545.000000 Penalty: 5571.771484
	Iteration 16Q: 3 clusters Score -8387545 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38401 members 
Mstep: Class 2 contains 37214 members 
Entering Unmasked Estep 
Score: -8387830.000000 Penalty: 5571.771484
	Iteration 17Q: 3 clusters Score -8387830 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37400 members 
Mstep: Class 2 contains 38215 members 
Entering Unmasked Estep 
Score: -8388082.000000 Penalty: 5571.771484
	Iteration 18Q: 3 clusters Score -8388082 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36202 members 
Mstep: Class 2 contains 39413 members 
Entering Unmasked Estep 
Score: -8388352.500000 Penalty: 5571.771484
	Iteration 19Q: 3 clusters Score -8388352 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 40755 members 
Entering Unmasked Estep 
Score: -8388706.000000 Penalty: 5571.771484
	Iteration 20F: 3 clusters Score -8388706 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33291 members 
Mstep: Class 2 contains 42324 members 
Entering Unmasked Estep 
Score: -8389163.000000 Penalty: 5571.771484
	Iteration 21Q: 3 clusters Score -8389163 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 44130 members 
Entering Unmasked Estep 
Score: -8389699.000000 Penalty: 5571.771484
	Iteration 22Q: 3 clusters Score -8389699 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 46139 members 
Entering Unmasked Estep 
Score: -8390347.000000 Penalty: 5571.771484
	Iteration 23Q: 3 clusters Score -8390347 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 48437 members 
Entering Unmasked Estep 
Score: -8391200.000000 Penalty: 5571.771484
	Iteration 24Q: 3 clusters Score -8391200 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 50894 members 
Entering Unmasked Estep 
Score: -8392110.000000 Penalty: 5571.771484
	Iteration 25Q: 3 clusters Score -8392110 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 53393 members 
Entering Unmasked Estep 
Score: -8393052.000000 Penalty: 5571.771484
	Iteration 26Q: 3 clusters Score -8393052 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 55969 members 
Entering Unmasked Estep 
Score: -8394022.000000 Penalty: 5571.771484
	Iteration 27Q: 3 clusters Score -8394022 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 58450 members 
Entering Unmasked Estep 
Score: -8395080.000000 Penalty: 5571.771484
	Iteration 28Q: 3 clusters Score -8395080 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 60897 members 
Entering Unmasked Estep 
Score: -8396087.000000 Penalty: 5571.771484
	Iteration 29Q: 3 clusters Score -8396087 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 63203 members 
Entering Unmasked Estep 
Score: -8397092.000000 Penalty: 5571.771484
	Iteration 30Q: 3 clusters Score -8397092 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 65292 members 
Entering Unmasked Estep 
Score: -8397940.000000 Penalty: 5571.771484
	Iteration 31Q: 3 clusters Score -8397940 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 67108 members 
Entering Unmasked Estep 
Score: -8398611.000000 Penalty: 5571.771484
	Iteration 32Q: 3 clusters Score -8398611 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 68645 members 
Entering Unmasked Estep 
Score: -8399270.000000 Penalty: 5571.771484
	Iteration 33Q: 3 clusters Score -8399270 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 69887 members 
Entering Unmasked Estep 
Score: -8399779.000000 Penalty: 5571.771484
	Iteration 34Q: 3 clusters Score -8399779 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 70857 members 
Entering Unmasked Estep 
Score: -8400187.000000 Penalty: 5571.771484
	Iteration 35Q: 3 clusters Score -8400187 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 71556 members 
Entering Unmasked Estep 
Score: -8400411.000000 Penalty: 5571.771484
	Iteration 36Q: 3 clusters Score -8400411 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 72108 members 
Entering Unmasked Estep 
Score: -8400591.000000 Penalty: 5571.771484
	Iteration 37Q: 3 clusters Score -8400591 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 72521 members 
Entering Unmasked Estep 
Score: -8400740.000000 Penalty: 5571.771484
	Iteration 38Q: 3 clusters Score -8400740 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 72846 members 
Entering Unmasked Estep 
Score: -8400882.000000 Penalty: 5571.771484
	Iteration 39Q: 3 clusters Score -8400882 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 73101 members 
Entering Unmasked Estep 
Score: -8400956.000000 Penalty: 5571.771484
	Iteration 40F: 3 clusters Score -8400956 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 73319 members 
Entering Unmasked Estep 
Score: -8401061.000000 Penalty: 5571.771484
	Iteration 41Q: 3 clusters Score -8401061 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 73485 members 
Entering Unmasked Estep 
Score: -8401132.000000 Penalty: 5571.771484
	Iteration 42Q: 3 clusters Score -8401132 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 73611 members 
Entering Unmasked Estep 
Score: -8401203.000000 Penalty: 5571.771484
	Iteration 43Q: 3 clusters Score -8401203 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 73717 members 
Entering Unmasked Estep 
Score: -8401231.000000 Penalty: 5571.771484
	Iteration 44Q: 3 clusters Score -8401231 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 73787 members 
Entering Unmasked Estep 
Score: -8401269.000000 Penalty: 5571.771484
	Iteration 45Q: 3 clusters Score -8401269 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 73850 members 
Entering Unmasked Estep 
Score: -8401315.000000 Penalty: 5571.771484
	Iteration 46Q: 3 clusters Score -8401315 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 73912 members 
Entering Unmasked Estep 
Score: -8401332.000000 Penalty: 5571.771484
	Iteration 47Q: 3 clusters Score -8401332 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 73959 members 
Entering Unmasked Estep 
Score: -8401356.000000 Penalty: 5571.771484
	Iteration 48Q: 3 clusters Score -8401356 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 74007 members 
Entering Unmasked Estep 
Score: -8401354.000000 Penalty: 5571.771484
	Iteration 49Q: 3 clusters Score -8401354 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 74043 members 
Entering Unmasked Estep 
Score: -8401375.000000 Penalty: 5571.771484
	Iteration 50Q: 3 clusters Score -8401375 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 74075 members 
Entering Unmasked Estep 
Score: -8401399.000000 Penalty: 5571.771484
	Iteration 51Q: 3 clusters Score -8401399 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 74107 members 
Entering Unmasked Estep 
Score: -8401419.000000 Penalty: 5571.771484
	Iteration 52Q: 3 clusters Score -8401419 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 74135 members 
Entering Unmasked Estep 
Score: -8401425.000000 Penalty: 5571.771484
	Iteration 53Q: 3 clusters Score -8401425 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 74157 members 
Entering Unmasked Estep 
Score: -8401433.000000 Penalty: 5571.771484
	Iteration 54Q: 3 clusters Score -8401433 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 74174 members 
Entering Unmasked Estep 
Score: -8401459.000000 Penalty: 5571.771484
	Iteration 55Q: 3 clusters Score -8401459 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 74196 members 
Entering Unmasked Estep 
Score: -8401468.000000 Penalty: 5571.771484
	Iteration 56Q: 3 clusters Score -8401468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 74205 members 
Entering Unmasked Estep 
Score: -8401464.000000 Penalty: 5571.771484
	Iteration 57Q: 3 clusters Score -8401464 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 74219 members 
Entering Unmasked Estep 
Score: -8401475.000000 Penalty: 5571.771484
	Iteration 58Q: 3 clusters Score -8401475 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 74238 members 
Entering Unmasked Estep 
Score: -8401484.000000 Penalty: 5571.771484
	Iteration 59Q: 3 clusters Score -8401484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 74256 members 
Entering Unmasked Estep 
Score: -8401498.000000 Penalty: 5571.771484
	Iteration 60F: 3 clusters Score -8401498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 74275 members 
Entering Unmasked Estep 
Score: -8401499.000000 Penalty: 5571.771484
	Iteration 61Q: 3 clusters Score -8401499 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 74293 members 
Entering Unmasked Estep 
Score: -8401520.000000 Penalty: 5571.771484
	Iteration 62Q: 3 clusters Score -8401520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 74302 members 
Entering Unmasked Estep 
Score: -8401519.000000 Penalty: 5571.771484
	Iteration 63Q: 3 clusters Score -8401519 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 74307 members 
Entering Unmasked Estep 
Score: -8401522.000000 Penalty: 5571.771484
	Iteration 64Q: 3 clusters Score -8401522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 74320 members 
Entering Unmasked Estep 
Score: -8401533.000000 Penalty: 5571.771484
	Iteration 65Q: 3 clusters Score -8401533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 74329 members 
Entering Unmasked Estep 
Score: -8401541.000000 Penalty: 5571.771484
	Iteration 66Q: 3 clusters Score -8401541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 74335 members 
Entering Unmasked Estep 
Score: -8401551.000000 Penalty: 5571.771484
	Iteration 67Q: 3 clusters Score -8401551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 74340 members 
Entering Unmasked Estep 
Score: -8401540.000000 Penalty: 5571.771484
	Iteration 68Q: 3 clusters Score -8401540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 74347 members 
Entering Unmasked Estep 
Score: -8401547.000000 Penalty: 5571.771484
	Iteration 69Q: 3 clusters Score -8401547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 74350 members 
Entering Unmasked Estep 
Score: -8401543.000000 Penalty: 5571.771484
	Iteration 70Q: 3 clusters Score -8401543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 74354 members 
Entering Unmasked Estep 
Score: -8401552.000000 Penalty: 5571.771484
	Iteration 71Q: 3 clusters Score -8401552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 74358 members 
Entering Unmasked Estep 
Score: -8401559.000000 Penalty: 5571.771484
	Iteration 72Q: 3 clusters Score -8401559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 74360 members 
Entering Unmasked Estep 
Score: -8401557.000000 Penalty: 5571.771484
	Iteration 73Q: 3 clusters Score -8401557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 74363 members 
Entering Unmasked Estep 
Score: -8401559.000000 Penalty: 5571.771484
	Iteration 74Q: 3 clusters Score -8401559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 74364 members 
Entering Unmasked Estep 
Score: -8401565.000000 Penalty: 5571.771484
	Iteration 75Q: 3 clusters Score -8401565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 74368 members 
Entering Unmasked Estep 
Score: -8401571.000000 Penalty: 5571.771484
	Iteration 76Q: 3 clusters Score -8401571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 74368 members 
Entering Unmasked Estep 
Score: -8401569.000000 Penalty: 5571.771484
	Iteration 77Q: 3 clusters Score -8401569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 74366 members 
Entering Unmasked Estep 
Score: -8401570.000000 Penalty: 5571.771484
	Iteration 78Q: 3 clusters Score -8401570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 74366 members 
Entering Unmasked Estep 
Score: -8401570.000000 Penalty: 5571.771484
	Iteration 79F: 3 clusters Score -8401570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Entering Unmasked Estep 
Score: -271084.093750 Penalty: 1941.155762
	Iteration 0F: 2 clusters Score -271084.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -268127.531250 Penalty: 3882.311523
	Iteration 0F: 3 clusters Score -268127.5 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -268757.875000 Penalty: 3882.311523
	Iteration 1F: 3 clusters Score -268757.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -268967.781250 Penalty: 3882.311523
	Iteration 2F: 3 clusters Score -268967.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -269146.906250 Penalty: 3882.311523
	Iteration 3F: 3 clusters Score -269146.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -269317.968750 Penalty: 3882.311523
	Iteration 4F: 3 clusters Score -269318 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -269437.656250 Penalty: 3882.311523
	Iteration 5Q: 3 clusters Score -269437.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -269517.562500 Penalty: 3882.311523
	Iteration 6Q: 3 clusters Score -269517.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -269587.843750 Penalty: 3882.311523
	Iteration 7Q: 3 clusters Score -269587.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -269636.500000 Penalty: 3882.311523
	Iteration 8Q: 3 clusters Score -269636.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -269665.843750 Penalty: 3882.311523
	Iteration 9Q: 3 clusters Score -269665.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -269683.031250 Penalty: 3882.311523
	Iteration 10Q: 3 clusters Score -269683 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -269694.437500 Penalty: 3882.311523
	Iteration 11Q: 3 clusters Score -269694.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -269706.687500 Penalty: 3882.311523
	Iteration 12Q: 3 clusters Score -269706.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -269718.687500 Penalty: 3882.311523
	Iteration 13Q: 3 clusters Score -269718.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -269727.187500 Penalty: 3882.311523
	Iteration 14Q: 3 clusters Score -269727.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -269733.687500 Penalty: 3882.311523
	Iteration 15Q: 3 clusters Score -269733.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -269738.343750 Penalty: 3882.311523
	Iteration 16Q: 3 clusters Score -269738.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -269739.406250 Penalty: 3882.311523
	Iteration 17Q: 3 clusters Score -269739.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -269740.562500 Penalty: 3882.311523
	Iteration 18Q: 3 clusters Score -269740.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -269741.312500 Penalty: 3882.311523
	Iteration 19Q: 3 clusters Score -269741.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -269744.000000 Penalty: 3882.311523
	Iteration 20F: 3 clusters Score -269744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -269744.656250 Penalty: 3882.311523
	Iteration 21Q: 3 clusters Score -269744.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -269745.312500 Penalty: 3882.311523
	Iteration 22Q: 3 clusters Score -269745.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -269745.312500 Penalty: 3882.311523
	Iteration 23F: 3 clusters Score -269745.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Entering Unmasked Estep 
Score: -1442855.875000 Penalty: 2358.645264
	Iteration 0F: 2 clusters Score -1442856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1432941.125000 Penalty: 4717.290527
	Iteration 0F: 3 clusters Score -1432941 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1436120.250000 Penalty: 4717.290527
	Iteration 1F: 3 clusters Score -1436120 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1436527.625000 Penalty: 4717.290527
	Iteration 2F: 3 clusters Score -1436528 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1436893.375000 Penalty: 4717.290527
	Iteration 3F: 3 clusters Score -1436893 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1437268.875000 Penalty: 4717.290527
	Iteration 4Q: 3 clusters Score -1437269 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1437688.125000 Penalty: 4717.290527
	Iteration 5F: 3 clusters Score -1437688 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1438157.750000 Penalty: 4717.290527
	Iteration 6F: 3 clusters Score -1438158 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1438587.375000 Penalty: 4717.290527
	Iteration 7F: 3 clusters Score -1438587 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1438992.375000 Penalty: 4717.290527
	Iteration 8Q: 3 clusters Score -1438992 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1439337.625000 Penalty: 4717.290527
	Iteration 9Q: 3 clusters Score -1439338 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1439643.750000 Penalty: 4717.290527
	Iteration 10Q: 3 clusters Score -1439644 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1439863.500000 Penalty: 4717.290527
	Iteration 11Q: 3 clusters Score -1439864 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1440027.500000 Penalty: 4717.290527
	Iteration 12Q: 3 clusters Score -1440028 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1440165.750000 Penalty: 4717.290527
	Iteration 13Q: 3 clusters Score -1440166 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1440261.125000 Penalty: 4717.290527
	Iteration 14Q: 3 clusters Score -1440261 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1440350.000000 Penalty: 4717.290527
	Iteration 15Q: 3 clusters Score -1440350 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1440422.875000 Penalty: 4717.290527
	Iteration 16Q: 3 clusters Score -1440423 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1440490.375000 Penalty: 4717.290527
	Iteration 17Q: 3 clusters Score -1440490 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1440544.750000 Penalty: 4717.290527
	Iteration 18Q: 3 clusters Score -1440545 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1440595.250000 Penalty: 4717.290527
	Iteration 19Q: 3 clusters Score -1440595 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1440637.000000 Penalty: 4717.290527
	Iteration 20F: 3 clusters Score -1440637 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1440675.625000 Penalty: 4717.290527
	Iteration 21Q: 3 clusters Score -1440676 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1440704.125000 Penalty: 4717.290527
	Iteration 22Q: 3 clusters Score -1440704 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1440731.500000 Penalty: 4717.290527
	Iteration 23Q: 3 clusters Score -1440732 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1440742.125000 Penalty: 4717.290527
	Iteration 24Q: 3 clusters Score -1440742 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1440758.250000 Penalty: 4717.290527
	Iteration 25Q: 3 clusters Score -1440758 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1440770.625000 Penalty: 4717.290527
	Iteration 26Q: 3 clusters Score -1440771 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1440781.125000 Penalty: 4717.290527
	Iteration 27Q: 3 clusters Score -1440781 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1440784.875000 Penalty: 4717.290527
	Iteration 28Q: 3 clusters Score -1440785 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1440793.125000 Penalty: 4717.290527
	Iteration 29Q: 3 clusters Score -1440793 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1440799.750000 Penalty: 4717.290527
	Iteration 30Q: 3 clusters Score -1440800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1440811.375000 Penalty: 4717.290527
	Iteration 31Q: 3 clusters Score -1440811 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1440813.250000 Penalty: 4717.290527
	Iteration 32Q: 3 clusters Score -1440813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1440817.625000 Penalty: 4717.290527
	Iteration 33Q: 3 clusters Score -1440818 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1440817.250000 Penalty: 4717.290527
	Iteration 34Q: 3 clusters Score -1440817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1440821.750000 Penalty: 4717.290527
	Iteration 35Q: 3 clusters Score -1440822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1440828.125000 Penalty: 4717.290527
	Iteration 36Q: 3 clusters Score -1440828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1440827.875000 Penalty: 4717.290527
	Iteration 37Q: 3 clusters Score -1440828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1440828.625000 Penalty: 4717.290527
	Iteration 38Q: 3 clusters Score -1440829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1440830.125000 Penalty: 4717.290527
	Iteration 39Q: 3 clusters Score -1440830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1440828.750000 Penalty: 4717.290527
	Iteration 40F: 3 clusters Score -1440829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1440829.750000 Penalty: 4717.290527
	Iteration 41Q: 3 clusters Score -1440830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1440829.750000 Penalty: 4717.290527
	Iteration 42F: 3 clusters Score -1440830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Entering Unmasked Estep 
Score: -167508.890625 Penalty: 1826.721558
	Iteration 0F: 2 clusters Score -167508.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -165129.156250 Penalty: 3653.443115
	Iteration 0F: 3 clusters Score -165129.2 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -165508.812500 Penalty: 3653.443115
	Iteration 1F: 3 clusters Score -165508.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -165622.828125 Penalty: 3653.443115
	Iteration 2F: 3 clusters Score -165622.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -165677.968750 Penalty: 3653.443115
	Iteration 3Q: 3 clusters Score -165678 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -165704.328125 Penalty: 3653.443115
	Iteration 4Q: 3 clusters Score -165704.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -165733.140625 Penalty: 3653.443115
	Iteration 5Q: 3 clusters Score -165733.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -165751.234375 Penalty: 3653.443115
	Iteration 6Q: 3 clusters Score -165751.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -165762.703125 Penalty: 3653.443115
	Iteration 7Q: 3 clusters Score -165762.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -165773.812500 Penalty: 3653.443115
	Iteration 8Q: 3 clusters Score -165773.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -165782.093750 Penalty: 3653.443115
	Iteration 9Q: 3 clusters Score -165782.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -165784.687500 Penalty: 3653.443115
	Iteration 10Q: 3 clusters Score -165784.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -165788.109375 Penalty: 3653.443115
	Iteration 11Q: 3 clusters Score -165788.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -165790.984375 Penalty: 3653.443115
	Iteration 12Q: 3 clusters Score -165791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -165792.328125 Penalty: 3653.443115
	Iteration 13Q: 3 clusters Score -165792.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -165793.296875 Penalty: 3653.443115
	Iteration 14Q: 3 clusters Score -165793.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -165793.296875 Penalty: 3653.443115
	Iteration 15F: 3 clusters Score -165793.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -13971.347656 Penalty: 1280.866943
	Iteration 0F: 2 clusters Score -13971.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12973.197266 Penalty: 2561.733887
	Iteration 0F: 3 clusters Score -12973.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13026.472656 Penalty: 2561.733887
	Iteration 1F: 3 clusters Score -13026.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -13043.418945 Penalty: 2561.733887
	Iteration 2Q: 3 clusters Score -13043.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -13043.418945 Penalty: 2561.733887
	Iteration 3F: 3 clusters Score -13043.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Entering Unmasked Estep 
Score: -4133986.000000 Penalty: 2611.946533
	Iteration 0F: 2 clusters Score -4133986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -4108555.000000 Penalty: 5223.893066
	Iteration 0F: 3 clusters Score -4108555 nChanged 17090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -4117878.250000 Penalty: 5223.893066
	Iteration 1F: 3 clusters Score -4117878 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -4118383.250000 Penalty: 5223.893066
	Iteration 2Q: 3 clusters Score -4118383 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -4118860.000000 Penalty: 5223.893066
	Iteration 3Q: 3 clusters Score -4118860 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -4119406.000000 Penalty: 5223.893066
	Iteration 4Q: 3 clusters Score -4119406 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -4120011.750000 Penalty: 5223.893066
	Iteration 5Q: 3 clusters Score -4120012 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -4120851.500000 Penalty: 5223.893066
	Iteration 6Q: 3 clusters Score -4120852 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -4122017.250000 Penalty: 5223.893066
	Iteration 7F: 3 clusters Score -4122017 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -4123542.500000 Penalty: 5223.893066
	Iteration 8F: 3 clusters Score -4123542 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -4125350.000000 Penalty: 5223.893066
	Iteration 9F: 3 clusters Score -4125350 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -4127294.000000 Penalty: 5223.893066
	Iteration 10F: 3 clusters Score -4127294 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33482 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -4128954.500000 Penalty: 5223.893066
	Iteration 11F: 3 clusters Score -4128954 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -4130172.250000 Penalty: 5223.893066
	Iteration 12Q: 3 clusters Score -4130172 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35695 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -4130866.750000 Penalty: 5223.893066
	Iteration 13Q: 3 clusters Score -4130867 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -4131257.250000 Penalty: 5223.893066
	Iteration 14Q: 3 clusters Score -4131257 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36387 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -4131470.750000 Penalty: 5223.893066
	Iteration 15Q: 3 clusters Score -4131471 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4131635.000000 Penalty: 5223.893066
	Iteration 16Q: 3 clusters Score -4131635 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36643 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -4131709.750000 Penalty: 5223.893066
	Iteration 17Q: 3 clusters Score -4131710 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36711 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4131776.750000 Penalty: 5223.893066
	Iteration 18Q: 3 clusters Score -4131777 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36758 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4131825.250000 Penalty: 5223.893066
	Iteration 19Q: 3 clusters Score -4131825 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4131857.500000 Penalty: 5223.893066
	Iteration 20F: 3 clusters Score -4131858 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4131868.000000 Penalty: 5223.893066
	Iteration 21Q: 3 clusters Score -4131868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4131881.250000 Penalty: 5223.893066
	Iteration 22Q: 3 clusters Score -4131881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4131879.750000 Penalty: 5223.893066
	Iteration 23Q: 3 clusters Score -4131880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36833 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4131888.500000 Penalty: 5223.893066
	Iteration 24Q: 3 clusters Score -4131888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4131902.250000 Penalty: 5223.893066
	Iteration 25Q: 3 clusters Score -4131902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4131906.500000 Penalty: 5223.893066
	Iteration 26Q: 3 clusters Score -4131906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4131911.000000 Penalty: 5223.893066
	Iteration 27Q: 3 clusters Score -4131911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36862 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4131919.250000 Penalty: 5223.893066
	Iteration 28Q: 3 clusters Score -4131919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4131921.500000 Penalty: 5223.893066
	Iteration 29Q: 3 clusters Score -4131922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4131919.750000 Penalty: 5223.893066
	Iteration 30Q: 3 clusters Score -4131920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -4131926.500000 Penalty: 5223.893066
	Iteration 31Q: 3 clusters Score -4131926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4131931.250000 Penalty: 5223.893066
	Iteration 32Q: 3 clusters Score -4131931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4131930.250000 Penalty: 5223.893066
	Iteration 33Q: 3 clusters Score -4131930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36879 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -4131930.500000 Penalty: 5223.893066
	Iteration 34Q: 3 clusters Score -4131930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36881 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4131932.500000 Penalty: 5223.893066
	Iteration 35Q: 3 clusters Score -4131932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36883 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4131933.000000 Penalty: 5223.893066
	Iteration 36Q: 3 clusters Score -4131933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36883 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4131933.750000 Penalty: 5223.893066
	Iteration 37Q: 3 clusters Score -4131934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4131938.500000 Penalty: 5223.893066
	Iteration 38Q: 3 clusters Score -4131938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4131941.500000 Penalty: 5223.893066
	Iteration 39Q: 3 clusters Score -4131942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4131942.750000 Penalty: 5223.893066
	Iteration 40F: 3 clusters Score -4131943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4131941.500000 Penalty: 5223.893066
	Iteration 41Q: 3 clusters Score -4131942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -4131942.500000 Penalty: 5223.893066
	Iteration 42Q: 3 clusters Score -4131942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4131946.500000 Penalty: 5223.893066
	Iteration 43Q: 3 clusters Score -4131946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4131954.750000 Penalty: 5223.893066
	Iteration 44Q: 3 clusters Score -4131955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4131961.000000 Penalty: 5223.893066
	Iteration 45Q: 3 clusters Score -4131961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4131959.250000 Penalty: 5223.893066
	Iteration 46Q: 3 clusters Score -4131959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4131962.000000 Penalty: 5223.893066
	Iteration 47Q: 3 clusters Score -4131962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36904 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4131961.250000 Penalty: 5223.893066
	Iteration 48Q: 3 clusters Score -4131961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4131960.250000 Penalty: 5223.893066
	Iteration 49Q: 3 clusters Score -4131960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4131960.250000 Penalty: 5223.893066
	Iteration 50F: 3 clusters Score -4131960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Entering Unmasked Estep 
Score: -222748.546875 Penalty: 1886.013916
	Iteration 0F: 2 clusters Score -222748.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -220152.609375 Penalty: 3772.027832
	Iteration 0F: 3 clusters Score -220152.6 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -220598.921875 Penalty: 3772.027832
	Iteration 1F: 3 clusters Score -220598.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -220722.843750 Penalty: 3772.027832
	Iteration 2F: 3 clusters Score -220722.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -220778.718750 Penalty: 3772.027832
	Iteration 3Q: 3 clusters Score -220778.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -220804.937500 Penalty: 3772.027832
	Iteration 4Q: 3 clusters Score -220804.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -220821.843750 Penalty: 3772.027832
	Iteration 5Q: 3 clusters Score -220821.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -220838.984375 Penalty: 3772.027832
	Iteration 6Q: 3 clusters Score -220839 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -220854.406250 Penalty: 3772.027832
	Iteration 7Q: 3 clusters Score -220854.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -220864.703125 Penalty: 3772.027832
	Iteration 8Q: 3 clusters Score -220864.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -220871.734375 Penalty: 3772.027832
	Iteration 9Q: 3 clusters Score -220871.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -220876.765625 Penalty: 3772.027832
	Iteration 10Q: 3 clusters Score -220876.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -220881.375000 Penalty: 3772.027832
	Iteration 11Q: 3 clusters Score -220881.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -220883.890625 Penalty: 3772.027832
	Iteration 12Q: 3 clusters Score -220883.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -220885.625000 Penalty: 3772.027832
	Iteration 13Q: 3 clusters Score -220885.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -220887.140625 Penalty: 3772.027832
	Iteration 14Q: 3 clusters Score -220887.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -220890.531250 Penalty: 3772.027832
	Iteration 15Q: 3 clusters Score -220890.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -220893.078125 Penalty: 3772.027832
	Iteration 16Q: 3 clusters Score -220893.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -220896.953125 Penalty: 3772.027832
	Iteration 17Q: 3 clusters Score -220897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -220901.562500 Penalty: 3772.027832
	Iteration 18Q: 3 clusters Score -220901.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -220902.296875 Penalty: 3772.027832
	Iteration 19Q: 3 clusters Score -220902.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -220903.281250 Penalty: 3772.027832
	Iteration 20F: 3 clusters Score -220903.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -220906.203125 Penalty: 3772.027832
	Iteration 21Q: 3 clusters Score -220906.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -220908.687500 Penalty: 3772.027832
	Iteration 22Q: 3 clusters Score -220908.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -220912.000000 Penalty: 3772.027832
	Iteration 23Q: 3 clusters Score -220912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -220914.859375 Penalty: 3772.027832
	Iteration 24Q: 3 clusters Score -220914.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -220918.093750 Penalty: 3772.027832
	Iteration 25Q: 3 clusters Score -220918.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -220924.812500 Penalty: 3772.027832
	Iteration 26Q: 3 clusters Score -220924.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -220933.140625 Penalty: 3772.027832
	Iteration 27Q: 3 clusters Score -220933.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -220937.265625 Penalty: 3772.027832
	Iteration 28Q: 3 clusters Score -220937.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -220939.968750 Penalty: 3772.027832
	Iteration 29Q: 3 clusters Score -220940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -220941.546875 Penalty: 3772.027832
	Iteration 30Q: 3 clusters Score -220941.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -220942.843750 Penalty: 3772.027832
	Iteration 31Q: 3 clusters Score -220942.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -220945.609375 Penalty: 3772.027832
	Iteration 32Q: 3 clusters Score -220945.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -220947.609375 Penalty: 3772.027832
	Iteration 33Q: 3 clusters Score -220947.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -220950.203125 Penalty: 3772.027832
	Iteration 34Q: 3 clusters Score -220950.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -220953.140625 Penalty: 3772.027832
	Iteration 35Q: 3 clusters Score -220953.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -220958.796875 Penalty: 3772.027832
	Iteration 36Q: 3 clusters Score -220958.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -220969.453125 Penalty: 3772.027832
	Iteration 37Q: 3 clusters Score -220969.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -220974.968750 Penalty: 3772.027832
	Iteration 38Q: 3 clusters Score -220975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -220978.812500 Penalty: 3772.027832
	Iteration 39Q: 3 clusters Score -220978.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -220980.453125 Penalty: 3772.027832
	Iteration 40F: 3 clusters Score -220980.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -220981.437500 Penalty: 3772.027832
	Iteration 41Q: 3 clusters Score -220981.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -220981.437500 Penalty: 3772.027832
	Iteration 42F: 3 clusters Score -220981.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (135120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135120 members 
Entering Unmasked Estep 
Score: -13836400.000000 Penalty: 2929.851807
	Iteration 0F: 2 clusters Score -1.38364e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67643 members 
Mstep: Class 2 contains 67477 members 
Entering Unmasked Estep 
Score: -13746073.000000 Penalty: 5859.703613
	Iteration 0F: 3 clusters Score -1.374607e+07 nChanged 64356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69803 members 
Mstep: Class 2 contains 65317 members 
Entering Unmasked Estep 
Score: -13783739.000000 Penalty: 5859.703613
	Iteration 1F: 3 clusters Score -1.378374e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71099 members 
Mstep: Class 2 contains 64021 members 
Entering Unmasked Estep 
Score: -13785246.000000 Penalty: 5859.703613
	Iteration 2Q: 3 clusters Score -1.378525e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73124 members 
Mstep: Class 2 contains 61996 members 
Entering Unmasked Estep 
Score: -13787521.000000 Penalty: 5859.703613
	Iteration 3Q: 3 clusters Score -1.378752e+07 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76079 members 
Mstep: Class 2 contains 59041 members 
Entering Unmasked Estep 
Score: -13790524.000000 Penalty: 5859.703613
	Iteration 4Q: 3 clusters Score -1.379052e+07 nChanged 7367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80056 members 
Mstep: Class 2 contains 55064 members 
Entering Unmasked Estep 
Score: -13794225.000000 Penalty: 5859.703613
	Iteration 5F: 3 clusters Score -1.379422e+07 nChanged 7873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84847 members 
Mstep: Class 2 contains 50273 members 
Entering Unmasked Estep 
Score: -13798514.000000 Penalty: 5859.703613
	Iteration 6F: 3 clusters Score -1.379851e+07 nChanged 8063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90392 members 
Mstep: Class 2 contains 44728 members 
Entering Unmasked Estep 
Score: -13803103.000000 Penalty: 5859.703613
	Iteration 7F: 3 clusters Score -1.38031e+07 nChanged 7640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96224 members 
Mstep: Class 2 contains 38896 members 
Entering Unmasked Estep 
Score: -13807909.000000 Penalty: 5859.703613
	Iteration 8F: 3 clusters Score -1.380791e+07 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102023 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
Score: -13812161.000000 Penalty: 5859.703613
	Iteration 9F: 3 clusters Score -1.381216e+07 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107520 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -13816248.000000 Penalty: 5859.703613
	Iteration 10Q: 3 clusters Score -1.381625e+07 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112763 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -13820225.000000 Penalty: 5859.703613
	Iteration 11Q: 3 clusters Score -1.382022e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117413 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -13823666.000000 Penalty: 5859.703613
	Iteration 12Q: 3 clusters Score -1.382367e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121436 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -13826535.000000 Penalty: 5859.703613
	Iteration 13Q: 3 clusters Score -1.382654e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124828 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -13828880.000000 Penalty: 5859.703613
	Iteration 14Q: 3 clusters Score -1.382888e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127449 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -13830769.000000 Penalty: 5859.703613
	Iteration 15Q: 3 clusters Score -1.383077e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129443 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -13832184.000000 Penalty: 5859.703613
	Iteration 16Q: 3 clusters Score -1.383218e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130735 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -13833135.000000 Penalty: 5859.703613
	Iteration 17Q: 3 clusters Score -1.383314e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131528 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -13833530.000000 Penalty: 5859.703613
	Iteration 18Q: 3 clusters Score -1.383353e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132038 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -13833896.000000 Penalty: 5859.703613
	Iteration 19Q: 3 clusters Score -1.38339e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132360 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -13834040.000000 Penalty: 5859.703613
	Iteration 20F: 3 clusters Score -1.383404e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132598 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -13834167.000000 Penalty: 5859.703613
	Iteration 21Q: 3 clusters Score -1.383417e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132762 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -13834305.000000 Penalty: 5859.703613
	Iteration 22Q: 3 clusters Score -1.38343e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132873 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -13834323.000000 Penalty: 5859.703613
	Iteration 23Q: 3 clusters Score -1.383432e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132959 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -13834335.000000 Penalty: 5859.703613
	Iteration 24Q: 3 clusters Score -1.383434e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133020 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -13834369.000000 Penalty: 5859.703613
	Iteration 25Q: 3 clusters Score -1.383437e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133074 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -13834399.000000 Penalty: 5859.703613
	Iteration 26Q: 3 clusters Score -1.38344e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133106 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -13834421.000000 Penalty: 5859.703613
	Iteration 27Q: 3 clusters Score -1.383442e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133133 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -13834426.000000 Penalty: 5859.703613
	Iteration 28Q: 3 clusters Score -1.383443e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133160 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -13834437.000000 Penalty: 5859.703613
	Iteration 29Q: 3 clusters Score -1.383444e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133179 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -13834473.000000 Penalty: 5859.703613
	Iteration 30Q: 3 clusters Score -1.383447e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133196 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -13834435.000000 Penalty: 5859.703613
	Iteration 31Q: 3 clusters Score -1.383444e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133217 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -13834439.000000 Penalty: 5859.703613
	Iteration 32Q: 3 clusters Score -1.383444e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133226 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -13834458.000000 Penalty: 5859.703613
	Iteration 33Q: 3 clusters Score -1.383446e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133232 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -13834442.000000 Penalty: 5859.703613
	Iteration 34Q: 3 clusters Score -1.383444e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133242 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -13834451.000000 Penalty: 5859.703613
	Iteration 35Q: 3 clusters Score -1.383445e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133252 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -13834433.000000 Penalty: 5859.703613
	Iteration 36Q: 3 clusters Score -1.383443e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133261 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -13834475.000000 Penalty: 5859.703613
	Iteration 37Q: 3 clusters Score -1.383448e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133268 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -13834450.000000 Penalty: 5859.703613
	Iteration 38Q: 3 clusters Score -1.383445e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133269 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -13834453.000000 Penalty: 5859.703613
	Iteration 39Q: 3 clusters Score -1.383445e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133275 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -13834466.000000 Penalty: 5859.703613
	Iteration 40F: 3 clusters Score -1.383447e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133284 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -13834471.000000 Penalty: 5859.703613
	Iteration 41Q: 3 clusters Score -1.383447e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133296 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -13834457.000000 Penalty: 5859.703613
	Iteration 42Q: 3 clusters Score -1.383446e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133301 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -13834446.000000 Penalty: 5859.703613
	Iteration 43Q: 3 clusters Score -1.383445e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133312 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -13834442.000000 Penalty: 5859.703613
	Iteration 44Q: 3 clusters Score -1.383444e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133321 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -13834472.000000 Penalty: 5859.703613
	Iteration 45Q: 3 clusters Score -1.383447e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133327 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -13834502.000000 Penalty: 5859.703613
	Iteration 46Q: 3 clusters Score -1.38345e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133330 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -13834492.000000 Penalty: 5859.703613
	Iteration 47Q: 3 clusters Score -1.383449e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133334 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -13834479.000000 Penalty: 5859.703613
	Iteration 48Q: 3 clusters Score -1.383448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133338 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -13834469.000000 Penalty: 5859.703613
	Iteration 49Q: 3 clusters Score -1.383447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133341 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -13834480.000000 Penalty: 5859.703613
	Iteration 50Q: 3 clusters Score -1.383448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133344 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -13834483.000000 Penalty: 5859.703613
	Iteration 51Q: 3 clusters Score -1.383448e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133351 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -13834517.000000 Penalty: 5859.703613
	Iteration 52Q: 3 clusters Score -1.383452e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133358 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -13834468.000000 Penalty: 5859.703613
	Iteration 53Q: 3 clusters Score -1.383447e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133361 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -13834518.000000 Penalty: 5859.703613
	Iteration 54Q: 3 clusters Score -1.383452e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133368 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -13834520.000000 Penalty: 5859.703613
	Iteration 55Q: 3 clusters Score -1.383452e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133370 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -13834525.000000 Penalty: 5859.703613
	Iteration 56Q: 3 clusters Score -1.383452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133377 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -13834556.000000 Penalty: 5859.703613
	Iteration 57Q: 3 clusters Score -1.383456e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133379 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -13834563.000000 Penalty: 5859.703613
	Iteration 58Q: 3 clusters Score -1.383456e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133382 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -13834564.000000 Penalty: 5859.703613
	Iteration 59Q: 3 clusters Score -1.383456e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133379 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -13834550.000000 Penalty: 5859.703613
	Iteration 60F: 3 clusters Score -1.383455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133377 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -13834544.000000 Penalty: 5859.703613
	Iteration 61Q: 3 clusters Score -1.383454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133377 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -13834553.000000 Penalty: 5859.703613
	Iteration 62Q: 3 clusters Score -1.383455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133378 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -13834538.000000 Penalty: 5859.703613
	Iteration 63Q: 3 clusters Score -1.383454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133379 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -13834537.000000 Penalty: 5859.703613
	Iteration 64Q: 3 clusters Score -1.383454e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133384 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -13834556.000000 Penalty: 5859.703613
	Iteration 65Q: 3 clusters Score -1.383456e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133386 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -13834541.000000 Penalty: 5859.703613
	Iteration 66Q: 3 clusters Score -1.383454e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133393 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -13834539.000000 Penalty: 5859.703613
	Iteration 67Q: 3 clusters Score -1.383454e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133397 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -13834537.000000 Penalty: 5859.703613
	Iteration 68Q: 3 clusters Score -1.383454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133400 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -13834547.000000 Penalty: 5859.703613
	Iteration 69Q: 3 clusters Score -1.383455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133401 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -13834546.000000 Penalty: 5859.703613
	Iteration 70Q: 3 clusters Score -1.383455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133404 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -13834549.000000 Penalty: 5859.703613
	Iteration 71Q: 3 clusters Score -1.383455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133407 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -13834534.000000 Penalty: 5859.703613
	Iteration 72Q: 3 clusters Score -1.383453e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133412 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -13834538.000000 Penalty: 5859.703613
	Iteration 73Q: 3 clusters Score -1.383454e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133418 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -13834547.000000 Penalty: 5859.703613
	Iteration 74Q: 3 clusters Score -1.383455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133422 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -13834574.000000 Penalty: 5859.703613
	Iteration 75Q: 3 clusters Score -1.383457e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133421 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -13834566.000000 Penalty: 5859.703613
	Iteration 76Q: 3 clusters Score -1.383457e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133421 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -13834566.000000 Penalty: 5859.703613
	Iteration 77F: 3 clusters Score -1.383457e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Entering Unmasked Estep 
Score: -350329.187500 Penalty: 2011.534912
	Iteration 0F: 2 clusters Score -350329.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -346859.937500 Penalty: 4023.069824
	Iteration 0F: 3 clusters Score -346859.9 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -347545.437500 Penalty: 4023.069824
	Iteration 1F: 3 clusters Score -347545.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -347721.156250 Penalty: 4023.069824
	Iteration 2F: 3 clusters Score -347721.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -347823.718750 Penalty: 4023.069824
	Iteration 3Q: 3 clusters Score -347823.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -347925.343750 Penalty: 4023.069824
	Iteration 4Q: 3 clusters Score -347925.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -348011.656250 Penalty: 4023.069824
	Iteration 5Q: 3 clusters Score -348011.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -348095.656250 Penalty: 4023.069824
	Iteration 6Q: 3 clusters Score -348095.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -348201.968750 Penalty: 4023.069824
	Iteration 7Q: 3 clusters Score -348202 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -348321.187500 Penalty: 4023.069824
	Iteration 8Q: 3 clusters Score -348321.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -348440.218750 Penalty: 4023.069824
	Iteration 9Q: 3 clusters Score -348440.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -348588.906250 Penalty: 4023.069824
	Iteration 10Q: 3 clusters Score -348588.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -348721.125000 Penalty: 4023.069824
	Iteration 11Q: 3 clusters Score -348721.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -348837.906250 Penalty: 4023.069824
	Iteration 12Q: 3 clusters Score -348837.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -348944.218750 Penalty: 4023.069824
	Iteration 13Q: 3 clusters Score -348944.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -349071.781250 Penalty: 4023.069824
	Iteration 14Q: 3 clusters Score -349071.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -349213.562500 Penalty: 4023.069824
	Iteration 15Q: 3 clusters Score -349213.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -349343.500000 Penalty: 4023.069824
	Iteration 16Q: 3 clusters Score -349343.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -349421.750000 Penalty: 4023.069824
	Iteration 17Q: 3 clusters Score -349421.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -349471.375000 Penalty: 4023.069824
	Iteration 18Q: 3 clusters Score -349471.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -349504.218750 Penalty: 4023.069824
	Iteration 19Q: 3 clusters Score -349504.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -349521.750000 Penalty: 4023.069824
	Iteration 20F: 3 clusters Score -349521.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -349528.593750 Penalty: 4023.069824
	Iteration 21Q: 3 clusters Score -349528.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -349534.625000 Penalty: 4023.069824
	Iteration 22Q: 3 clusters Score -349534.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -349537.468750 Penalty: 4023.069824
	Iteration 23Q: 3 clusters Score -349537.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -349540.406250 Penalty: 4023.069824
	Iteration 24Q: 3 clusters Score -349540.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -349543.093750 Penalty: 4023.069824
	Iteration 25Q: 3 clusters Score -349543.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -349545.750000 Penalty: 4023.069824
	Iteration 26Q: 3 clusters Score -349545.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -349548.937500 Penalty: 4023.069824
	Iteration 27Q: 3 clusters Score -349548.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -349551.812500 Penalty: 4023.069824
	Iteration 28Q: 3 clusters Score -349551.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -349553.250000 Penalty: 4023.069824
	Iteration 29Q: 3 clusters Score -349553.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -349554.750000 Penalty: 4023.069824
	Iteration 30Q: 3 clusters Score -349554.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -349556.593750 Penalty: 4023.069824
	Iteration 31Q: 3 clusters Score -349556.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -349557.500000 Penalty: 4023.069824
	Iteration 32Q: 3 clusters Score -349557.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -349560.437500 Penalty: 4023.069824
	Iteration 33Q: 3 clusters Score -349560.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -349563.906250 Penalty: 4023.069824
	Iteration 34Q: 3 clusters Score -349563.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -349565.187500 Penalty: 4023.069824
	Iteration 35Q: 3 clusters Score -349565.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -349567.375000 Penalty: 4023.069824
	Iteration 36Q: 3 clusters Score -349567.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -349568.375000 Penalty: 4023.069824
	Iteration 37Q: 3 clusters Score -349568.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -349569.281250 Penalty: 4023.069824
	Iteration 38Q: 3 clusters Score -349569.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -349570.562500 Penalty: 4023.069824
	Iteration 39Q: 3 clusters Score -349570.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -349573.031250 Penalty: 4023.069824
	Iteration 40F: 3 clusters Score -349573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -349574.281250 Penalty: 4023.069824
	Iteration 41Q: 3 clusters Score -349574.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -349574.281250 Penalty: 4023.069824
	Iteration 42F: 3 clusters Score -349574.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Entering Unmasked Estep 
Score: -1415919.125000 Penalty: 2347.834229
	Iteration 0F: 2 clusters Score -1415919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1406366.500000 Penalty: 4695.668457
	Iteration 0F: 3 clusters Score -1406366 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1409833.000000 Penalty: 4695.668457
	Iteration 1F: 3 clusters Score -1409833 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1410822.125000 Penalty: 4695.668457
	Iteration 2F: 3 clusters Score -1410822 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1411985.625000 Penalty: 4695.668457
	Iteration 3F: 3 clusters Score -1411986 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1413008.375000 Penalty: 4695.668457
	Iteration 4F: 3 clusters Score -1413008 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1413667.125000 Penalty: 4695.668457
	Iteration 5F: 3 clusters Score -1413667 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1413990.375000 Penalty: 4695.668457
	Iteration 6Q: 3 clusters Score -1413990 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1414155.500000 Penalty: 4695.668457
	Iteration 7Q: 3 clusters Score -1414156 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1414238.125000 Penalty: 4695.668457
	Iteration 8Q: 3 clusters Score -1414238 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1414291.625000 Penalty: 4695.668457
	Iteration 9Q: 3 clusters Score -1414292 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1414325.000000 Penalty: 4695.668457
	Iteration 10Q: 3 clusters Score -1414325 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1414350.625000 Penalty: 4695.668457
	Iteration 11Q: 3 clusters Score -1414351 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1414376.250000 Penalty: 4695.668457
	Iteration 12Q: 3 clusters Score -1414376 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1414390.750000 Penalty: 4695.668457
	Iteration 13Q: 3 clusters Score -1414391 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1414398.125000 Penalty: 4695.668457
	Iteration 14Q: 3 clusters Score -1414398 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1414411.625000 Penalty: 4695.668457
	Iteration 15Q: 3 clusters Score -1414412 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1414422.000000 Penalty: 4695.668457
	Iteration 16Q: 3 clusters Score -1414422 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1414435.500000 Penalty: 4695.668457
	Iteration 17Q: 3 clusters Score -1414436 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1414449.500000 Penalty: 4695.668457
	Iteration 18Q: 3 clusters Score -1414450 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1414461.625000 Penalty: 4695.668457
	Iteration 19Q: 3 clusters Score -1414462 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1414472.125000 Penalty: 4695.668457
	Iteration 20F: 3 clusters Score -1414472 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1414485.375000 Penalty: 4695.668457
	Iteration 21Q: 3 clusters Score -1414485 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1414491.500000 Penalty: 4695.668457
	Iteration 22Q: 3 clusters Score -1414492 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1414505.750000 Penalty: 4695.668457
	Iteration 23Q: 3 clusters Score -1414506 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1414517.125000 Penalty: 4695.668457
	Iteration 24Q: 3 clusters Score -1414517 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1414526.500000 Penalty: 4695.668457
	Iteration 25Q: 3 clusters Score -1414526 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1414538.000000 Penalty: 4695.668457
	Iteration 26Q: 3 clusters Score -1414538 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1414548.250000 Penalty: 4695.668457
	Iteration 27Q: 3 clusters Score -1414548 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1414558.000000 Penalty: 4695.668457
	Iteration 28Q: 3 clusters Score -1414558 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1414572.750000 Penalty: 4695.668457
	Iteration 29Q: 3 clusters Score -1414573 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1414577.750000 Penalty: 4695.668457
	Iteration 30Q: 3 clusters Score -1414578 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1414588.250000 Penalty: 4695.668457
	Iteration 31Q: 3 clusters Score -1414588 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1414594.625000 Penalty: 4695.668457
	Iteration 32Q: 3 clusters Score -1414595 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1414602.500000 Penalty: 4695.668457
	Iteration 33Q: 3 clusters Score -1414602 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1414609.125000 Penalty: 4695.668457
	Iteration 34Q: 3 clusters Score -1414609 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1414609.750000 Penalty: 4695.668457
	Iteration 35Q: 3 clusters Score -1414610 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1414617.250000 Penalty: 4695.668457
	Iteration 36Q: 3 clusters Score -1414617 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1414618.875000 Penalty: 4695.668457
	Iteration 37Q: 3 clusters Score -1414619 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1414627.375000 Penalty: 4695.668457
	Iteration 38Q: 3 clusters Score -1414627 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1414626.500000 Penalty: 4695.668457
	Iteration 39Q: 3 clusters Score -1414626 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1414633.875000 Penalty: 4695.668457
	Iteration 40F: 3 clusters Score -1414634 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1414639.875000 Penalty: 4695.668457
	Iteration 41Q: 3 clusters Score -1414640 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1414643.750000 Penalty: 4695.668457
	Iteration 42Q: 3 clusters Score -1414644 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1414646.625000 Penalty: 4695.668457
	Iteration 43Q: 3 clusters Score -1414647 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1414651.125000 Penalty: 4695.668457
	Iteration 44Q: 3 clusters Score -1414651 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1414654.375000 Penalty: 4695.668457
	Iteration 45Q: 3 clusters Score -1414654 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1414659.125000 Penalty: 4695.668457
	Iteration 46Q: 3 clusters Score -1414659 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1414663.500000 Penalty: 4695.668457
	Iteration 47Q: 3 clusters Score -1414664 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1414668.250000 Penalty: 4695.668457
	Iteration 48Q: 3 clusters Score -1414668 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1414670.625000 Penalty: 4695.668457
	Iteration 49Q: 3 clusters Score -1414671 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1414675.250000 Penalty: 4695.668457
	Iteration 50Q: 3 clusters Score -1414675 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1414679.500000 Penalty: 4695.668457
	Iteration 51Q: 3 clusters Score -1414680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1414683.250000 Penalty: 4695.668457
	Iteration 52Q: 3 clusters Score -1414683 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1414683.375000 Penalty: 4695.668457
	Iteration 53Q: 3 clusters Score -1414683 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1414693.125000 Penalty: 4695.668457
	Iteration 54Q: 3 clusters Score -1414693 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1414695.500000 Penalty: 4695.668457
	Iteration 55Q: 3 clusters Score -1414696 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1414697.750000 Penalty: 4695.668457
	Iteration 56Q: 3 clusters Score -1414698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1414697.250000 Penalty: 4695.668457
	Iteration 57Q: 3 clusters Score -1414697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1414701.375000 Penalty: 4695.668457
	Iteration 58Q: 3 clusters Score -1414701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1414705.875000 Penalty: 4695.668457
	Iteration 59Q: 3 clusters Score -1414706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1414702.375000 Penalty: 4695.668457
	Iteration 60F: 3 clusters Score -1414702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1414705.500000 Penalty: 4695.668457
	Iteration 61Q: 3 clusters Score -1414706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1414707.750000 Penalty: 4695.668457
	Iteration 62Q: 3 clusters Score -1414708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1414708.250000 Penalty: 4695.668457
	Iteration 63Q: 3 clusters Score -1414708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1414707.625000 Penalty: 4695.668457
	Iteration 64Q: 3 clusters Score -1414708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1414707.750000 Penalty: 4695.668457
	Iteration 65Q: 3 clusters Score -1414708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1414705.375000 Penalty: 4695.668457
	Iteration 66Q: 3 clusters Score -1414705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1414705.875000 Penalty: 4695.668457
	Iteration 67Q: 3 clusters Score -1414706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1414708.125000 Penalty: 4695.668457
	Iteration 68Q: 3 clusters Score -1414708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1414707.750000 Penalty: 4695.668457
	Iteration 69Q: 3 clusters Score -1414708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1414708.875000 Penalty: 4695.668457
	Iteration 70Q: 3 clusters Score -1414709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1414709.000000 Penalty: 4695.668457
	Iteration 71Q: 3 clusters Score -1414709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1414709.625000 Penalty: 4695.668457
	Iteration 72Q: 3 clusters Score -1414710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1414710.125000 Penalty: 4695.668457
	Iteration 73Q: 3 clusters Score -1414710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1414712.125000 Penalty: 4695.668457
	Iteration 74Q: 3 clusters Score -1414712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1414715.125000 Penalty: 4695.668457
	Iteration 75Q: 3 clusters Score -1414715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1414717.000000 Penalty: 4695.668457
	Iteration 76Q: 3 clusters Score -1414717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1414717.375000 Penalty: 4695.668457
	Iteration 77Q: 3 clusters Score -1414717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1414718.500000 Penalty: 4695.668457
	Iteration 78Q: 3 clusters Score -1414718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1414723.125000 Penalty: 4695.668457
	Iteration 79Q: 3 clusters Score -1414723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1414721.375000 Penalty: 4695.668457
	Iteration 80F: 3 clusters Score -1414721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1414724.625000 Penalty: 4695.668457
	Iteration 81Q: 3 clusters Score -1414725 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1414726.375000 Penalty: 4695.668457
	Iteration 82Q: 3 clusters Score -1414726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1414730.625000 Penalty: 4695.668457
	Iteration 83Q: 3 clusters Score -1414731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1414724.500000 Penalty: 4695.668457
	Iteration 84Q: 3 clusters Score -1414724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1414728.000000 Penalty: 4695.668457
	Iteration 85Q: 3 clusters Score -1414728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1414728.500000 Penalty: 4695.668457
	Iteration 86Q: 3 clusters Score -1414728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1414726.375000 Penalty: 4695.668457
	Iteration 87Q: 3 clusters Score -1414726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1414730.875000 Penalty: 4695.668457
	Iteration 88Q: 3 clusters Score -1414731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1414734.500000 Penalty: 4695.668457
	Iteration 89Q: 3 clusters Score -1414734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1414733.375000 Penalty: 4695.668457
	Iteration 90Q: 3 clusters Score -1414733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1414734.875000 Penalty: 4695.668457
	Iteration 91Q: 3 clusters Score -1414735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1414734.875000 Penalty: 4695.668457
	Iteration 92F: 3 clusters Score -1414735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Entering Unmasked Estep 
Score: -325055.906250 Penalty: 1980.400024
	Iteration 0F: 2 clusters Score -325055.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -321871.062500 Penalty: 3960.800049
	Iteration 0F: 3 clusters Score -321871.1 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -322489.968750 Penalty: 3960.800049
	Iteration 1F: 3 clusters Score -322490 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -322632.687500 Penalty: 3960.800049
	Iteration 2F: 3 clusters Score -322632.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -322718.531250 Penalty: 3960.800049
	Iteration 3Q: 3 clusters Score -322718.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -322756.312500 Penalty: 3960.800049
	Iteration 4Q: 3 clusters Score -322756.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -322781.156250 Penalty: 3960.800049
	Iteration 5Q: 3 clusters Score -322781.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -322804.250000 Penalty: 3960.800049
	Iteration 6Q: 3 clusters Score -322804.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -322824.625000 Penalty: 3960.800049
	Iteration 7Q: 3 clusters Score -322824.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -322836.250000 Penalty: 3960.800049
	Iteration 8Q: 3 clusters Score -322836.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -322846.656250 Penalty: 3960.800049
	Iteration 9Q: 3 clusters Score -322846.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -322855.875000 Penalty: 3960.800049
	Iteration 10Q: 3 clusters Score -322855.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -322865.687500 Penalty: 3960.800049
	Iteration 11Q: 3 clusters Score -322865.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -322874.843750 Penalty: 3960.800049
	Iteration 12Q: 3 clusters Score -322874.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -322884.500000 Penalty: 3960.800049
	Iteration 13Q: 3 clusters Score -322884.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -322890.406250 Penalty: 3960.800049
	Iteration 14Q: 3 clusters Score -322890.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -322895.843750 Penalty: 3960.800049
	Iteration 15Q: 3 clusters Score -322895.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -322899.187500 Penalty: 3960.800049
	Iteration 16Q: 3 clusters Score -322899.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -322902.343750 Penalty: 3960.800049
	Iteration 17Q: 3 clusters Score -322902.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -322903.187500 Penalty: 3960.800049
	Iteration 18Q: 3 clusters Score -322903.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -322907.875000 Penalty: 3960.800049
	Iteration 19Q: 3 clusters Score -322907.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -322910.718750 Penalty: 3960.800049
	Iteration 20F: 3 clusters Score -322910.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -322913.843750 Penalty: 3960.800049
	Iteration 21Q: 3 clusters Score -322913.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -322914.906250 Penalty: 3960.800049
	Iteration 22Q: 3 clusters Score -322914.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -322916.500000 Penalty: 3960.800049
	Iteration 23Q: 3 clusters Score -322916.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -322917.937500 Penalty: 3960.800049
	Iteration 24Q: 3 clusters Score -322917.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -322919.343750 Penalty: 3960.800049
	Iteration 25Q: 3 clusters Score -322919.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -322919.250000 Penalty: 3960.800049
	Iteration 26Q: 3 clusters Score -322919.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -322919.875000 Penalty: 3960.800049
	Iteration 27Q: 3 clusters Score -322919.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -322921.312500 Penalty: 3960.800049
	Iteration 28Q: 3 clusters Score -322921.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -322922.531250 Penalty: 3960.800049
	Iteration 29Q: 3 clusters Score -322922.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -322922.406250 Penalty: 3960.800049
	Iteration 30Q: 3 clusters Score -322922.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -322924.562500 Penalty: 3960.800049
	Iteration 31Q: 3 clusters Score -322924.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -322926.031250 Penalty: 3960.800049
	Iteration 32Q: 3 clusters Score -322926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -322928.125000 Penalty: 3960.800049
	Iteration 33Q: 3 clusters Score -322928.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -322930.093750 Penalty: 3960.800049
	Iteration 34Q: 3 clusters Score -322930.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -322930.093750 Penalty: 3960.800049
	Iteration 35F: 3 clusters Score -322930.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Entering Unmasked Estep 
Score: -868022.125000 Penalty: 2230.739502
	Iteration 0F: 2 clusters Score -868022.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -861584.875000 Penalty: 4461.479004
	Iteration 0F: 3 clusters Score -861584.9 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -863333.250000 Penalty: 4461.479004
	Iteration 1F: 3 clusters Score -863333.2 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -863591.250000 Penalty: 4461.479004
	Iteration 2F: 3 clusters Score -863591.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -863753.000000 Penalty: 4461.479004
	Iteration 3Q: 3 clusters Score -863753 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -863894.125000 Penalty: 4461.479004
	Iteration 4Q: 3 clusters Score -863894.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -864057.125000 Penalty: 4461.479004
	Iteration 5Q: 3 clusters Score -864057.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -864249.500000 Penalty: 4461.479004
	Iteration 6Q: 3 clusters Score -864249.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -864441.375000 Penalty: 4461.479004
	Iteration 7Q: 3 clusters Score -864441.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -864672.750000 Penalty: 4461.479004
	Iteration 8Q: 3 clusters Score -864672.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -864911.500000 Penalty: 4461.479004
	Iteration 9Q: 3 clusters Score -864911.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -865145.312500 Penalty: 4461.479004
	Iteration 10Q: 3 clusters Score -865145.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -865364.312500 Penalty: 4461.479004
	Iteration 11Q: 3 clusters Score -865364.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -865589.187500 Penalty: 4461.479004
	Iteration 12Q: 3 clusters Score -865589.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -865799.687500 Penalty: 4461.479004
	Iteration 13Q: 3 clusters Score -865799.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -865986.687500 Penalty: 4461.479004
	Iteration 14Q: 3 clusters Score -865986.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -866156.437500 Penalty: 4461.479004
	Iteration 15Q: 3 clusters Score -866156.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -866293.625000 Penalty: 4461.479004
	Iteration 16Q: 3 clusters Score -866293.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -866417.812500 Penalty: 4461.479004
	Iteration 17Q: 3 clusters Score -866417.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -866538.437500 Penalty: 4461.479004
	Iteration 18Q: 3 clusters Score -866538.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -866638.437500 Penalty: 4461.479004
	Iteration 19Q: 3 clusters Score -866638.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -866714.000000 Penalty: 4461.479004
	Iteration 20F: 3 clusters Score -866714 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -866766.250000 Penalty: 4461.479004
	Iteration 21Q: 3 clusters Score -866766.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -866801.500000 Penalty: 4461.479004
	Iteration 22Q: 3 clusters Score -866801.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -866836.562500 Penalty: 4461.479004
	Iteration 23Q: 3 clusters Score -866836.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -866863.937500 Penalty: 4461.479004
	Iteration 24Q: 3 clusters Score -866863.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -866892.937500 Penalty: 4461.479004
	Iteration 25Q: 3 clusters Score -866892.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -866917.062500 Penalty: 4461.479004
	Iteration 26Q: 3 clusters Score -866917.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -866932.062500 Penalty: 4461.479004
	Iteration 27Q: 3 clusters Score -866932.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -866949.750000 Penalty: 4461.479004
	Iteration 28Q: 3 clusters Score -866949.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -866964.187500 Penalty: 4461.479004
	Iteration 29Q: 3 clusters Score -866964.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -866980.562500 Penalty: 4461.479004
	Iteration 30Q: 3 clusters Score -866980.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -866996.437500 Penalty: 4461.479004
	Iteration 31Q: 3 clusters Score -866996.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -867006.937500 Penalty: 4461.479004
	Iteration 32Q: 3 clusters Score -867006.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -867020.312500 Penalty: 4461.479004
	Iteration 33Q: 3 clusters Score -867020.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -867034.312500 Penalty: 4461.479004
	Iteration 34Q: 3 clusters Score -867034.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -867045.125000 Penalty: 4461.479004
	Iteration 35Q: 3 clusters Score -867045.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -867054.250000 Penalty: 4461.479004
	Iteration 36Q: 3 clusters Score -867054.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -867067.562500 Penalty: 4461.479004
	Iteration 37Q: 3 clusters Score -867067.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -867076.937500 Penalty: 4461.479004
	Iteration 38Q: 3 clusters Score -867076.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -867085.562500 Penalty: 4461.479004
	Iteration 39Q: 3 clusters Score -867085.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -867090.250000 Penalty: 4461.479004
	Iteration 40F: 3 clusters Score -867090.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -867096.562500 Penalty: 4461.479004
	Iteration 41Q: 3 clusters Score -867096.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -867105.375000 Penalty: 4461.479004
	Iteration 42Q: 3 clusters Score -867105.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -867111.937500 Penalty: 4461.479004
	Iteration 43Q: 3 clusters Score -867111.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -867119.250000 Penalty: 4461.479004
	Iteration 44Q: 3 clusters Score -867119.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -867126.437500 Penalty: 4461.479004
	Iteration 45Q: 3 clusters Score -867126.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -867131.625000 Penalty: 4461.479004
	Iteration 46Q: 3 clusters Score -867131.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -867138.875000 Penalty: 4461.479004
	Iteration 47Q: 3 clusters Score -867138.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -867148.250000 Penalty: 4461.479004
	Iteration 48Q: 3 clusters Score -867148.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -867152.750000 Penalty: 4461.479004
	Iteration 49Q: 3 clusters Score -867152.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -867155.375000 Penalty: 4461.479004
	Iteration 50Q: 3 clusters Score -867155.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -867158.312500 Penalty: 4461.479004
	Iteration 51Q: 3 clusters Score -867158.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -867165.437500 Penalty: 4461.479004
	Iteration 52Q: 3 clusters Score -867165.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -867167.750000 Penalty: 4461.479004
	Iteration 53Q: 3 clusters Score -867167.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -867171.625000 Penalty: 4461.479004
	Iteration 54Q: 3 clusters Score -867171.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -867173.500000 Penalty: 4461.479004
	Iteration 55Q: 3 clusters Score -867173.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -867176.750000 Penalty: 4461.479004
	Iteration 56Q: 3 clusters Score -867176.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -867178.750000 Penalty: 4461.479004
	Iteration 57Q: 3 clusters Score -867178.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -867179.687500 Penalty: 4461.479004
	Iteration 58Q: 3 clusters Score -867179.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -867181.562500 Penalty: 4461.479004
	Iteration 59Q: 3 clusters Score -867181.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -867184.437500 Penalty: 4461.479004
	Iteration 60F: 3 clusters Score -867184.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -867183.812500 Penalty: 4461.479004
	Iteration 61Q: 3 clusters Score -867183.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -867186.000000 Penalty: 4461.479004
	Iteration 62Q: 3 clusters Score -867186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -867184.500000 Penalty: 4461.479004
	Iteration 63Q: 3 clusters Score -867184.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -867184.500000 Penalty: 4461.479004
	Iteration 64F: 3 clusters Score -867184.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Entering Unmasked Estep 
Score: -422369.968750 Penalty: 2055.306885
	Iteration 0F: 2 clusters Score -422370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -418442.093750 Penalty: 4110.613770
	Iteration 0F: 3 clusters Score -418442.1 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -419419.375000 Penalty: 4110.613770
	Iteration 1F: 3 clusters Score -419419.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -419731.218750 Penalty: 4110.613770
	Iteration 2F: 3 clusters Score -419731.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -419965.156250 Penalty: 4110.613770
	Iteration 3F: 3 clusters Score -419965.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -420124.781250 Penalty: 4110.613770
	Iteration 4F: 3 clusters Score -420124.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -420249.750000 Penalty: 4110.613770
	Iteration 5Q: 3 clusters Score -420249.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -420357.093750 Penalty: 4110.613770
	Iteration 6Q: 3 clusters Score -420357.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -420460.218750 Penalty: 4110.613770
	Iteration 7Q: 3 clusters Score -420460.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -420542.406250 Penalty: 4110.613770
	Iteration 8Q: 3 clusters Score -420542.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -420610.531250 Penalty: 4110.613770
	Iteration 9Q: 3 clusters Score -420610.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -420661.781250 Penalty: 4110.613770
	Iteration 10Q: 3 clusters Score -420661.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -420700.968750 Penalty: 4110.613770
	Iteration 11Q: 3 clusters Score -420701 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -420742.593750 Penalty: 4110.613770
	Iteration 12Q: 3 clusters Score -420742.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -420799.781250 Penalty: 4110.613770
	Iteration 13Q: 3 clusters Score -420799.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -420870.968750 Penalty: 4110.613770
	Iteration 14Q: 3 clusters Score -420871 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -420960.187500 Penalty: 4110.613770
	Iteration 15Q: 3 clusters Score -420960.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -421047.593750 Penalty: 4110.613770
	Iteration 16Q: 3 clusters Score -421047.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -421127.125000 Penalty: 4110.613770
	Iteration 17Q: 3 clusters Score -421127.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -421222.625000 Penalty: 4110.613770
	Iteration 18Q: 3 clusters Score -421222.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -421336.000000 Penalty: 4110.613770
	Iteration 19Q: 3 clusters Score -421336 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -421415.000000 Penalty: 4110.613770
	Iteration 20F: 3 clusters Score -421415 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -421445.531250 Penalty: 4110.613770
	Iteration 21Q: 3 clusters Score -421445.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -421460.156250 Penalty: 4110.613770
	Iteration 22Q: 3 clusters Score -421460.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -421467.843750 Penalty: 4110.613770
	Iteration 23Q: 3 clusters Score -421467.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -421474.312500 Penalty: 4110.613770
	Iteration 24Q: 3 clusters Score -421474.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -421481.281250 Penalty: 4110.613770
	Iteration 25Q: 3 clusters Score -421481.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -421485.062500 Penalty: 4110.613770
	Iteration 26Q: 3 clusters Score -421485.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -421487.312500 Penalty: 4110.613770
	Iteration 27Q: 3 clusters Score -421487.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -421489.093750 Penalty: 4110.613770
	Iteration 28Q: 3 clusters Score -421489.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -421490.593750 Penalty: 4110.613770
	Iteration 29Q: 3 clusters Score -421490.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -421492.406250 Penalty: 4110.613770
	Iteration 30Q: 3 clusters Score -421492.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -421493.625000 Penalty: 4110.613770
	Iteration 31Q: 3 clusters Score -421493.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -421493.750000 Penalty: 4110.613770
	Iteration 32Q: 3 clusters Score -421493.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -421495.656250 Penalty: 4110.613770
	Iteration 33Q: 3 clusters Score -421495.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -421498.750000 Penalty: 4110.613770
	Iteration 34Q: 3 clusters Score -421498.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -421500.343750 Penalty: 4110.613770
	Iteration 35Q: 3 clusters Score -421500.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -421500.000000 Penalty: 4110.613770
	Iteration 36Q: 3 clusters Score -421500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -421501.125000 Penalty: 4110.613770
	Iteration 37Q: 3 clusters Score -421501.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -421501.656250 Penalty: 4110.613770
	Iteration 38Q: 3 clusters Score -421501.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -421502.125000 Penalty: 4110.613770
	Iteration 39Q: 3 clusters Score -421502.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -421501.656250 Penalty: 4110.613770
	Iteration 40F: 3 clusters Score -421501.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Entering Unmasked Estep 
Score: -509401.406250 Penalty: 2118.871094
	Iteration 0F: 2 clusters Score -509401.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -504859.500000 Penalty: 4237.742188
	Iteration 0F: 3 clusters Score -504859.5 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -506237.062500 Penalty: 4237.742188
	Iteration 1F: 3 clusters Score -506237.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -506760.468750 Penalty: 4237.742188
	Iteration 2F: 3 clusters Score -506760.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -507148.781250 Penalty: 4237.742188
	Iteration 3F: 3 clusters Score -507148.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -507438.468750 Penalty: 4237.742188
	Iteration 4F: 3 clusters Score -507438.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -507626.843750 Penalty: 4237.742188
	Iteration 5Q: 3 clusters Score -507626.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -507732.906250 Penalty: 4237.742188
	Iteration 6Q: 3 clusters Score -507732.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -507790.968750 Penalty: 4237.742188
	Iteration 7Q: 3 clusters Score -507791 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -507830.500000 Penalty: 4237.742188
	Iteration 8Q: 3 clusters Score -507830.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -507866.500000 Penalty: 4237.742188
	Iteration 9Q: 3 clusters Score -507866.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -507888.687500 Penalty: 4237.742188
	Iteration 10Q: 3 clusters Score -507888.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -507908.156250 Penalty: 4237.742188
	Iteration 11Q: 3 clusters Score -507908.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -507922.968750 Penalty: 4237.742188
	Iteration 12Q: 3 clusters Score -507923 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -507938.718750 Penalty: 4237.742188
	Iteration 13Q: 3 clusters Score -507938.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -507949.468750 Penalty: 4237.742188
	Iteration 14Q: 3 clusters Score -507949.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -507957.343750 Penalty: 4237.742188
	Iteration 15Q: 3 clusters Score -507957.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -507960.625000 Penalty: 4237.742188
	Iteration 16Q: 3 clusters Score -507960.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -507965.625000 Penalty: 4237.742188
	Iteration 17Q: 3 clusters Score -507965.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -507969.968750 Penalty: 4237.742188
	Iteration 18Q: 3 clusters Score -507970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -507975.218750 Penalty: 4237.742188
	Iteration 19Q: 3 clusters Score -507975.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -507979.218750 Penalty: 4237.742188
	Iteration 20F: 3 clusters Score -507979.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -507982.187500 Penalty: 4237.742188
	Iteration 21Q: 3 clusters Score -507982.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -507984.593750 Penalty: 4237.742188
	Iteration 22Q: 3 clusters Score -507984.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -507987.625000 Penalty: 4237.742188
	Iteration 23Q: 3 clusters Score -507987.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -507992.875000 Penalty: 4237.742188
	Iteration 24Q: 3 clusters Score -507992.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -507999.218750 Penalty: 4237.742188
	Iteration 25Q: 3 clusters Score -507999.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -508006.625000 Penalty: 4237.742188
	Iteration 26Q: 3 clusters Score -508006.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -508014.062500 Penalty: 4237.742188
	Iteration 27Q: 3 clusters Score -508014.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -508016.437500 Penalty: 4237.742188
	Iteration 28Q: 3 clusters Score -508016.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -508020.781250 Penalty: 4237.742188
	Iteration 29Q: 3 clusters Score -508020.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -508023.750000 Penalty: 4237.742188
	Iteration 30Q: 3 clusters Score -508023.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -508025.593750 Penalty: 4237.742188
	Iteration 31Q: 3 clusters Score -508025.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -508027.437500 Penalty: 4237.742188
	Iteration 32Q: 3 clusters Score -508027.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -508027.937500 Penalty: 4237.742188
	Iteration 33Q: 3 clusters Score -508027.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -508028.500000 Penalty: 4237.742188
	Iteration 34Q: 3 clusters Score -508028.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -508028.500000 Penalty: 4237.742188
	Iteration 35Q: 3 clusters Score -508028.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -508029.156250 Penalty: 4237.742188
	Iteration 36Q: 3 clusters Score -508029.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -508029.625000 Penalty: 4237.742188
	Iteration 37Q: 3 clusters Score -508029.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -508029.625000 Penalty: 4237.742188
	Iteration 38Q: 3 clusters Score -508029.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -508030.281250 Penalty: 4237.742188
	Iteration 39Q: 3 clusters Score -508030.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -508031.062500 Penalty: 4237.742188
	Iteration 40F: 3 clusters Score -508031.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -508031.562500 Penalty: 4237.742188
	Iteration 41Q: 3 clusters Score -508031.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -508031.968750 Penalty: 4237.742188
	Iteration 42Q: 3 clusters Score -508032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -508033.281250 Penalty: 4237.742188
	Iteration 43Q: 3 clusters Score -508033.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -508034.843750 Penalty: 4237.742188
	Iteration 44Q: 3 clusters Score -508034.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -508035.125000 Penalty: 4237.742188
	Iteration 45Q: 3 clusters Score -508035.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -508035.500000 Penalty: 4237.742188
	Iteration 46Q: 3 clusters Score -508035.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -508037.343750 Penalty: 4237.742188
	Iteration 47Q: 3 clusters Score -508037.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -508038.437500 Penalty: 4237.742188
	Iteration 48Q: 3 clusters Score -508038.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -508039.718750 Penalty: 4237.742188
	Iteration 49Q: 3 clusters Score -508039.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -508041.375000 Penalty: 4237.742188
	Iteration 50Q: 3 clusters Score -508041.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -508042.250000 Penalty: 4237.742188
	Iteration 51Q: 3 clusters Score -508042.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -508041.562500 Penalty: 4237.742188
	Iteration 52Q: 3 clusters Score -508041.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -508041.562500 Penalty: 4237.742188
	Iteration 53F: 3 clusters Score -508041.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (25310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Entering Unmasked Estep 
Score: -2729176.000000 Penalty: 2514.460938
	Iteration 0F: 2 clusters Score -2729176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -2711643.750000 Penalty: 5028.921875
	Iteration 0F: 3 clusters Score -2711644 nChanged 11210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -2717872.750000 Penalty: 5028.921875
	Iteration 1F: 3 clusters Score -2717873 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2718462.500000 Penalty: 5028.921875
	Iteration 2F: 3 clusters Score -2718462 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -2719129.750000 Penalty: 5028.921875
	Iteration 3F: 3 clusters Score -2719130 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2720008.500000 Penalty: 5028.921875
	Iteration 4F: 3 clusters Score -2720008 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2721161.750000 Penalty: 5028.921875
	Iteration 5F: 3 clusters Score -2721162 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -2722482.000000 Penalty: 5028.921875
	Iteration 6F: 3 clusters Score -2722482 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -2723806.250000 Penalty: 5028.921875
	Iteration 7F: 3 clusters Score -2723806 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2725012.750000 Penalty: 5028.921875
	Iteration 8F: 3 clusters Score -2725013 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2725878.000000 Penalty: 5028.921875
	Iteration 9Q: 3 clusters Score -2725878 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2726424.500000 Penalty: 5028.921875
	Iteration 10Q: 3 clusters Score -2726424 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2726712.250000 Penalty: 5028.921875
	Iteration 11Q: 3 clusters Score -2726712 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2726864.750000 Penalty: 5028.921875
	Iteration 12Q: 3 clusters Score -2726865 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2726969.250000 Penalty: 5028.921875
	Iteration 13Q: 3 clusters Score -2726969 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2727014.000000 Penalty: 5028.921875
	Iteration 14Q: 3 clusters Score -2727014 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2727048.500000 Penalty: 5028.921875
	Iteration 15Q: 3 clusters Score -2727048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2727066.750000 Penalty: 5028.921875
	Iteration 16Q: 3 clusters Score -2727067 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2727072.750000 Penalty: 5028.921875
	Iteration 17Q: 3 clusters Score -2727073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2727075.000000 Penalty: 5028.921875
	Iteration 18Q: 3 clusters Score -2727075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2727089.500000 Penalty: 5028.921875
	Iteration 19Q: 3 clusters Score -2727090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2727096.750000 Penalty: 5028.921875
	Iteration 20F: 3 clusters Score -2727097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2727103.750000 Penalty: 5028.921875
	Iteration 21Q: 3 clusters Score -2727104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2727101.750000 Penalty: 5028.921875
	Iteration 22Q: 3 clusters Score -2727102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2727107.000000 Penalty: 5028.921875
	Iteration 23Q: 3 clusters Score -2727107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2727109.750000 Penalty: 5028.921875
	Iteration 24Q: 3 clusters Score -2727110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2727114.000000 Penalty: 5028.921875
	Iteration 25Q: 3 clusters Score -2727114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2727116.500000 Penalty: 5028.921875
	Iteration 26Q: 3 clusters Score -2727116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2727119.250000 Penalty: 5028.921875
	Iteration 27Q: 3 clusters Score -2727119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2727119.250000 Penalty: 5028.921875
	Iteration 28F: 3 clusters Score -2727119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Entering Unmasked Estep 
Score: -516027.250000 Penalty: 2138.145264
	Iteration 0F: 2 clusters Score -516027.2 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 2794 members 
Entering Unmasked Estep 
Score: -511248.031250 Penalty: 4276.290527
	Iteration 0F: 3 clusters Score -511248 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -512836.437500 Penalty: 4276.290527
	Iteration 1F: 3 clusters Score -512836.4 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -513425.187500 Penalty: 4276.290527
	Iteration 2F: 3 clusters Score -513425.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -513904.781250 Penalty: 4276.290527
	Iteration 3F: 3 clusters Score -513904.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -514258.218750 Penalty: 4276.290527
	Iteration 4F: 3 clusters Score -514258.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -514572.625000 Penalty: 4276.290527
	Iteration 5F: 3 clusters Score -514572.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -514812.312500 Penalty: 4276.290527
	Iteration 6F: 3 clusters Score -514812.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -514974.812500 Penalty: 4276.290527
	Iteration 7Q: 3 clusters Score -514974.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -515077.250000 Penalty: 4276.290527
	Iteration 8Q: 3 clusters Score -515077.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -515127.593750 Penalty: 4276.290527
	Iteration 9Q: 3 clusters Score -515127.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -515168.406250 Penalty: 4276.290527
	Iteration 10Q: 3 clusters Score -515168.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -515196.093750 Penalty: 4276.290527
	Iteration 11Q: 3 clusters Score -515196.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -515220.812500 Penalty: 4276.290527
	Iteration 12Q: 3 clusters Score -515220.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -515248.125000 Penalty: 4276.290527
	Iteration 13Q: 3 clusters Score -515248.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -515267.125000 Penalty: 4276.290527
	Iteration 14Q: 3 clusters Score -515267.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -515282.906250 Penalty: 4276.290527
	Iteration 15Q: 3 clusters Score -515282.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -515290.906250 Penalty: 4276.290527
	Iteration 16Q: 3 clusters Score -515290.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -515300.281250 Penalty: 4276.290527
	Iteration 17Q: 3 clusters Score -515300.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -515311.250000 Penalty: 4276.290527
	Iteration 18Q: 3 clusters Score -515311.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -515322.843750 Penalty: 4276.290527
	Iteration 19Q: 3 clusters Score -515322.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -515329.125000 Penalty: 4276.290527
	Iteration 20F: 3 clusters Score -515329.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -515335.000000 Penalty: 4276.290527
	Iteration 21Q: 3 clusters Score -515335 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -515341.156250 Penalty: 4276.290527
	Iteration 22Q: 3 clusters Score -515341.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -515347.312500 Penalty: 4276.290527
	Iteration 23Q: 3 clusters Score -515347.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -515357.906250 Penalty: 4276.290527
	Iteration 24Q: 3 clusters Score -515357.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -515367.875000 Penalty: 4276.290527
	Iteration 25Q: 3 clusters Score -515367.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -515375.968750 Penalty: 4276.290527
	Iteration 26Q: 3 clusters Score -515376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -515381.906250 Penalty: 4276.290527
	Iteration 27Q: 3 clusters Score -515381.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -515384.468750 Penalty: 4276.290527
	Iteration 28Q: 3 clusters Score -515384.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -515386.781250 Penalty: 4276.290527
	Iteration 29Q: 3 clusters Score -515386.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -515388.531250 Penalty: 4276.290527
	Iteration 30Q: 3 clusters Score -515388.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -515392.687500 Penalty: 4276.290527
	Iteration 31Q: 3 clusters Score -515392.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -515395.406250 Penalty: 4276.290527
	Iteration 32Q: 3 clusters Score -515395.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -515396.718750 Penalty: 4276.290527
	Iteration 33Q: 3 clusters Score -515396.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -515396.718750 Penalty: 4276.290527
	Iteration 34F: 3 clusters Score -515396.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Entering Unmasked Estep 
Score: -148571.203125 Penalty: 1805.271118
	Iteration 0F: 2 clusters Score -148571.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -146340.515625 Penalty: 3610.542236
	Iteration 0F: 3 clusters Score -146340.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -146686.296875 Penalty: 3610.542236
	Iteration 1F: 3 clusters Score -146686.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -146817.468750 Penalty: 3610.542236
	Iteration 2F: 3 clusters Score -146817.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -146918.171875 Penalty: 3610.542236
	Iteration 3Q: 3 clusters Score -146918.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -146986.296875 Penalty: 3610.542236
	Iteration 4Q: 3 clusters Score -146986.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -147033.421875 Penalty: 3610.542236
	Iteration 5Q: 3 clusters Score -147033.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -147067.031250 Penalty: 3610.542236
	Iteration 6Q: 3 clusters Score -147067 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -147110.500000 Penalty: 3610.542236
	Iteration 7Q: 3 clusters Score -147110.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -147164.062500 Penalty: 3610.542236
	Iteration 8Q: 3 clusters Score -147164.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -147219.546875 Penalty: 3610.542236
	Iteration 9Q: 3 clusters Score -147219.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -147286.859375 Penalty: 3610.542236
	Iteration 10Q: 3 clusters Score -147286.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -147389.500000 Penalty: 3610.542236
	Iteration 11Q: 3 clusters Score -147389.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -147481.546875 Penalty: 3610.542236
	Iteration 12Q: 3 clusters Score -147481.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -147554.734375 Penalty: 3610.542236
	Iteration 13Q: 3 clusters Score -147554.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -147608.093750 Penalty: 3610.542236
	Iteration 14Q: 3 clusters Score -147608.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -147641.406250 Penalty: 3610.542236
	Iteration 15Q: 3 clusters Score -147641.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -147673.750000 Penalty: 3610.542236
	Iteration 16Q: 3 clusters Score -147673.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -147697.625000 Penalty: 3610.542236
	Iteration 17Q: 3 clusters Score -147697.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -147718.000000 Penalty: 3610.542236
	Iteration 18Q: 3 clusters Score -147718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -147726.328125 Penalty: 3610.542236
	Iteration 19Q: 3 clusters Score -147726.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -147730.515625 Penalty: 3610.542236
	Iteration 20F: 3 clusters Score -147730.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (19809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Entering Unmasked Estep 
Score: -2041170.625000 Penalty: 2453.685059
	Iteration 0F: 2 clusters Score -2041171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -2027189.875000 Penalty: 4907.370117
	Iteration 0F: 3 clusters Score -2027190 nChanged 8659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -2031843.125000 Penalty: 4907.370117
	Iteration 1F: 3 clusters Score -2031843 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2032344.875000 Penalty: 4907.370117
	Iteration 2F: 3 clusters Score -2032345 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -2032876.000000 Penalty: 4907.370117
	Iteration 3F: 3 clusters Score -2032876 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2033402.500000 Penalty: 4907.370117
	Iteration 4F: 3 clusters Score -2033402 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -2033910.000000 Penalty: 4907.370117
	Iteration 5Q: 3 clusters Score -2033910 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -2034465.000000 Penalty: 4907.370117
	Iteration 6Q: 3 clusters Score -2034465 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2034949.875000 Penalty: 4907.370117
	Iteration 7Q: 3 clusters Score -2034950 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -2035379.750000 Penalty: 4907.370117
	Iteration 8Q: 3 clusters Score -2035380 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -2035790.250000 Penalty: 4907.370117
	Iteration 9Q: 3 clusters Score -2035790 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -2036162.750000 Penalty: 4907.370117
	Iteration 10Q: 3 clusters Score -2036163 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -2036481.625000 Penalty: 4907.370117
	Iteration 11Q: 3 clusters Score -2036482 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -2036794.000000 Penalty: 4907.370117
	Iteration 12Q: 3 clusters Score -2036794 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -2037041.000000 Penalty: 4907.370117
	Iteration 13Q: 3 clusters Score -2037041 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -2037236.125000 Penalty: 4907.370117
	Iteration 14Q: 3 clusters Score -2037236 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -2037383.000000 Penalty: 4907.370117
	Iteration 15Q: 3 clusters Score -2037383 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -2037490.750000 Penalty: 4907.370117
	Iteration 16Q: 3 clusters Score -2037491 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -2037561.750000 Penalty: 4907.370117
	Iteration 17Q: 3 clusters Score -2037562 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -2037625.625000 Penalty: 4907.370117
	Iteration 18Q: 3 clusters Score -2037626 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -2037668.250000 Penalty: 4907.370117
	Iteration 19Q: 3 clusters Score -2037668 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -2037714.125000 Penalty: 4907.370117
	Iteration 20F: 3 clusters Score -2037714 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -2037750.625000 Penalty: 4907.370117
	Iteration 21Q: 3 clusters Score -2037751 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -2037800.750000 Penalty: 4907.370117
	Iteration 22Q: 3 clusters Score -2037801 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -2037843.750000 Penalty: 4907.370117
	Iteration 23Q: 3 clusters Score -2037844 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -2037874.125000 Penalty: 4907.370117
	Iteration 24Q: 3 clusters Score -2037874 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -2037902.750000 Penalty: 4907.370117
	Iteration 25Q: 3 clusters Score -2037903 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -2037948.500000 Penalty: 4907.370117
	Iteration 26Q: 3 clusters Score -2037948 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -2038009.500000 Penalty: 4907.370117
	Iteration 27Q: 3 clusters Score -2038010 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -2038065.750000 Penalty: 4907.370117
	Iteration 28Q: 3 clusters Score -2038066 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -2038141.875000 Penalty: 4907.370117
	Iteration 29Q: 3 clusters Score -2038142 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -2038212.875000 Penalty: 4907.370117
	Iteration 30Q: 3 clusters Score -2038213 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -2038274.000000 Penalty: 4907.370117
	Iteration 31Q: 3 clusters Score -2038274 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -2038331.250000 Penalty: 4907.370117
	Iteration 32Q: 3 clusters Score -2038331 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -2038388.250000 Penalty: 4907.370117
	Iteration 33Q: 3 clusters Score -2038388 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -2038444.125000 Penalty: 4907.370117
	Iteration 34Q: 3 clusters Score -2038444 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -2038496.750000 Penalty: 4907.370117
	Iteration 35Q: 3 clusters Score -2038497 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2038552.125000 Penalty: 4907.370117
	Iteration 36Q: 3 clusters Score -2038552 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -2038613.375000 Penalty: 4907.370117
	Iteration 37Q: 3 clusters Score -2038613 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -2038664.000000 Penalty: 4907.370117
	Iteration 38Q: 3 clusters Score -2038664 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -2038699.625000 Penalty: 4907.370117
	Iteration 39Q: 3 clusters Score -2038700 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -2038752.375000 Penalty: 4907.370117
	Iteration 40F: 3 clusters Score -2038752 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -2038791.000000 Penalty: 4907.370117
	Iteration 41Q: 3 clusters Score -2038791 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -2038832.875000 Penalty: 4907.370117
	Iteration 42Q: 3 clusters Score -2038833 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2038871.250000 Penalty: 4907.370117
	Iteration 43Q: 3 clusters Score -2038871 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2038899.625000 Penalty: 4907.370117
	Iteration 44Q: 3 clusters Score -2038900 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2038925.125000 Penalty: 4907.370117
	Iteration 45Q: 3 clusters Score -2038925 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2038949.000000 Penalty: 4907.370117
	Iteration 46Q: 3 clusters Score -2038949 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2038970.000000 Penalty: 4907.370117
	Iteration 47Q: 3 clusters Score -2038970 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2038991.375000 Penalty: 4907.370117
	Iteration 48Q: 3 clusters Score -2038991 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2039018.125000 Penalty: 4907.370117
	Iteration 49Q: 3 clusters Score -2039018 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2039030.875000 Penalty: 4907.370117
	Iteration 50Q: 3 clusters Score -2039031 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2039050.375000 Penalty: 4907.370117
	Iteration 51Q: 3 clusters Score -2039050 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2039068.375000 Penalty: 4907.370117
	Iteration 52Q: 3 clusters Score -2039068 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2039071.500000 Penalty: 4907.370117
	Iteration 53Q: 3 clusters Score -2039072 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2039080.500000 Penalty: 4907.370117
	Iteration 54Q: 3 clusters Score -2039080 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2039087.500000 Penalty: 4907.370117
	Iteration 55Q: 3 clusters Score -2039088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2039095.875000 Penalty: 4907.370117
	Iteration 56Q: 3 clusters Score -2039096 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2039103.875000 Penalty: 4907.370117
	Iteration 57Q: 3 clusters Score -2039104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2039110.625000 Penalty: 4907.370117
	Iteration 58Q: 3 clusters Score -2039111 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2039120.000000 Penalty: 4907.370117
	Iteration 59Q: 3 clusters Score -2039120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2039132.500000 Penalty: 4907.370117
	Iteration 60F: 3 clusters Score -2039132 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2039142.000000 Penalty: 4907.370117
	Iteration 61Q: 3 clusters Score -2039142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2039144.500000 Penalty: 4907.370117
	Iteration 62Q: 3 clusters Score -2039144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2039142.875000 Penalty: 4907.370117
	Iteration 63Q: 3 clusters Score -2039143 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2039151.125000 Penalty: 4907.370117
	Iteration 64Q: 3 clusters Score -2039151 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2039162.625000 Penalty: 4907.370117
	Iteration 65Q: 3 clusters Score -2039163 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2039171.750000 Penalty: 4907.370117
	Iteration 66Q: 3 clusters Score -2039172 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2039173.875000 Penalty: 4907.370117
	Iteration 67Q: 3 clusters Score -2039174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2039183.375000 Penalty: 4907.370117
	Iteration 68Q: 3 clusters Score -2039183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2039191.000000 Penalty: 4907.370117
	Iteration 69Q: 3 clusters Score -2039191 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2039192.250000 Penalty: 4907.370117
	Iteration 70Q: 3 clusters Score -2039192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2039193.375000 Penalty: 4907.370117
	Iteration 71Q: 3 clusters Score -2039193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2039198.500000 Penalty: 4907.370117
	Iteration 72Q: 3 clusters Score -2039198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2039198.750000 Penalty: 4907.370117
	Iteration 73Q: 3 clusters Score -2039199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2039204.625000 Penalty: 4907.370117
	Iteration 74Q: 3 clusters Score -2039205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2039211.125000 Penalty: 4907.370117
	Iteration 75Q: 3 clusters Score -2039211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2039211.125000 Penalty: 4907.370117
	Iteration 76Q: 3 clusters Score -2039211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2039211.625000 Penalty: 4907.370117
	Iteration 77Q: 3 clusters Score -2039212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2039218.500000 Penalty: 4907.370117
	Iteration 78Q: 3 clusters Score -2039218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2039221.750000 Penalty: 4907.370117
	Iteration 79Q: 3 clusters Score -2039222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2039224.625000 Penalty: 4907.370117
	Iteration 80F: 3 clusters Score -2039225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2039224.500000 Penalty: 4907.370117
	Iteration 81Q: 3 clusters Score -2039224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2039225.125000 Penalty: 4907.370117
	Iteration 82Q: 3 clusters Score -2039225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2039228.375000 Penalty: 4907.370117
	Iteration 83Q: 3 clusters Score -2039228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2039229.875000 Penalty: 4907.370117
	Iteration 84Q: 3 clusters Score -2039230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2039233.875000 Penalty: 4907.370117
	Iteration 85Q: 3 clusters Score -2039234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2039235.000000 Penalty: 4907.370117
	Iteration 86Q: 3 clusters Score -2039235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2039238.125000 Penalty: 4907.370117
	Iteration 87Q: 3 clusters Score -2039238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2039244.625000 Penalty: 4907.370117
	Iteration 88Q: 3 clusters Score -2039245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2039242.875000 Penalty: 4907.370117
	Iteration 89Q: 3 clusters Score -2039243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2039243.000000 Penalty: 4907.370117
	Iteration 90Q: 3 clusters Score -2039243 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2039244.000000 Penalty: 4907.370117
	Iteration 91Q: 3 clusters Score -2039244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2039248.500000 Penalty: 4907.370117
	Iteration 92Q: 3 clusters Score -2039248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2039251.000000 Penalty: 4907.370117
	Iteration 93Q: 3 clusters Score -2039251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2039254.375000 Penalty: 4907.370117
	Iteration 94Q: 3 clusters Score -2039254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2039251.375000 Penalty: 4907.370117
	Iteration 95Q: 3 clusters Score -2039251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2039255.375000 Penalty: 4907.370117
	Iteration 96Q: 3 clusters Score -2039255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2039258.750000 Penalty: 4907.370117
	Iteration 97Q: 3 clusters Score -2039259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2039261.375000 Penalty: 4907.370117
	Iteration 98Q: 3 clusters Score -2039261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2039262.875000 Penalty: 4907.370117
	Iteration 99Q: 3 clusters Score -2039263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2039262.625000 Penalty: 4907.370117
	Iteration 100F: 3 clusters Score -2039263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2039265.375000 Penalty: 4907.370117
	Iteration 101Q: 3 clusters Score -2039265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2039264.125000 Penalty: 4907.370117
	Iteration 102Q: 3 clusters Score -2039264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2039262.875000 Penalty: 4907.370117
	Iteration 103Q: 3 clusters Score -2039263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2039267.125000 Penalty: 4907.370117
	Iteration 104Q: 3 clusters Score -2039267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2039272.625000 Penalty: 4907.370117
	Iteration 105Q: 3 clusters Score -2039273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2039275.125000 Penalty: 4907.370117
	Iteration 106Q: 3 clusters Score -2039275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2039278.625000 Penalty: 4907.370117
	Iteration 107Q: 3 clusters Score -2039279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2039285.375000 Penalty: 4907.370117
	Iteration 108Q: 3 clusters Score -2039285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2039289.875000 Penalty: 4907.370117
	Iteration 109Q: 3 clusters Score -2039290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2039295.875000 Penalty: 4907.370117
	Iteration 110Q: 3 clusters Score -2039296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2039302.125000 Penalty: 4907.370117
	Iteration 111Q: 3 clusters Score -2039302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2039303.625000 Penalty: 4907.370117
	Iteration 112Q: 3 clusters Score -2039304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2039313.625000 Penalty: 4907.370117
	Iteration 113Q: 3 clusters Score -2039314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2039316.750000 Penalty: 4907.370117
	Iteration 114Q: 3 clusters Score -2039317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2039317.750000 Penalty: 4907.370117
	Iteration 115Q: 3 clusters Score -2039318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2039323.500000 Penalty: 4907.370117
	Iteration 116Q: 3 clusters Score -2039324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2039325.000000 Penalty: 4907.370117
	Iteration 117Q: 3 clusters Score -2039325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2039331.125000 Penalty: 4907.370117
	Iteration 118Q: 3 clusters Score -2039331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2039330.750000 Penalty: 4907.370117
	Iteration 119Q: 3 clusters Score -2039331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2039329.750000 Penalty: 4907.370117
	Iteration 120F: 3 clusters Score -2039330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2039332.000000 Penalty: 4907.370117
	Iteration 121Q: 3 clusters Score -2039332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2039337.000000 Penalty: 4907.370117
	Iteration 122Q: 3 clusters Score -2039337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2039340.250000 Penalty: 4907.370117
	Iteration 123Q: 3 clusters Score -2039340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2039340.250000 Penalty: 4907.370117
	Iteration 124F: 3 clusters Score -2039340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -38796.347656 Penalty: 1490.794312
	Iteration 0F: 2 clusters Score -38796.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -37448.152344 Penalty: 2981.588623
	Iteration 0F: 3 clusters Score -37448.15 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -37639.707031 Penalty: 2981.588623
	Iteration 1F: 3 clusters Score -37639.71 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -37711.722656 Penalty: 2981.588623
	Iteration 2F: 3 clusters Score -37711.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -37758.453125 Penalty: 2981.588623
	Iteration 3Q: 3 clusters Score -37758.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -37797.277344 Penalty: 2981.588623
	Iteration 4Q: 3 clusters Score -37797.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -37829.117188 Penalty: 2981.588623
	Iteration 5Q: 3 clusters Score -37829.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -37843.589844 Penalty: 2981.588623
	Iteration 6Q: 3 clusters Score -37843.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -37873.058594 Penalty: 2981.588623
	Iteration 7Q: 3 clusters Score -37873.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -37891.843750 Penalty: 2981.588623
	Iteration 8Q: 3 clusters Score -37891.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -37902.105469 Penalty: 2981.588623
	Iteration 9Q: 3 clusters Score -37902.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -37907.667969 Penalty: 2981.588623
	Iteration 10Q: 3 clusters Score -37907.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -37927.289062 Penalty: 2981.588623
	Iteration 11Q: 3 clusters Score -37927.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -37937.503906 Penalty: 2981.588623
	Iteration 12Q: 3 clusters Score -37937.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -37953.292969 Penalty: 2981.588623
	Iteration 13Q: 3 clusters Score -37953.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -37960.722656 Penalty: 2981.588623
	Iteration 14Q: 3 clusters Score -37960.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -37962.371094 Penalty: 2981.588623
	Iteration 15Q: 3 clusters Score -37962.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -37962.371094 Penalty: 2981.588623
	Iteration 16F: 3 clusters Score -37962.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (146951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146951 members 
Entering Unmasked Estep 
Score: -16195301.000000 Penalty: 2950.667969
	Iteration 0F: 2 clusters Score -1.61953e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73092 members 
Mstep: Class 2 contains 73859 members 
Entering Unmasked Estep 
Score: -16097344.000000 Penalty: 5901.335938
	Iteration 0F: 3 clusters Score -1.609734e+07 nChanged 70037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67751 members 
Mstep: Class 2 contains 79200 members 
Entering Unmasked Estep 
Score: -16138037.000000 Penalty: 5901.335938
	Iteration 1F: 3 clusters Score -1.613804e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64376 members 
Mstep: Class 2 contains 82575 members 
Entering Unmasked Estep 
Score: -16139531.000000 Penalty: 5901.335938
	Iteration 2Q: 3 clusters Score -1.613953e+07 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59351 members 
Mstep: Class 2 contains 87600 members 
Entering Unmasked Estep 
Score: -16141860.000000 Penalty: 5901.335938
	Iteration 3Q: 3 clusters Score -1.614186e+07 nChanged 7988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51993 members 
Mstep: Class 2 contains 94958 members 
Entering Unmasked Estep 
Score: -16146012.000000 Penalty: 5901.335938
	Iteration 4F: 3 clusters Score -1.614601e+07 nChanged 10711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41656 members 
Mstep: Class 2 contains 105295 members 
Entering Unmasked Estep 
Score: -16153618.000000 Penalty: 5901.335938
	Iteration 5F: 3 clusters Score -1.615362e+07 nChanged 12922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 118091 members 
Entering Unmasked Estep 
Score: -16164889.000000 Penalty: 5901.335938
	Iteration 6F: 3 clusters Score -1.616489e+07 nChanged 12503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 130566 members 
Entering Unmasked Estep 
Score: -16177039.000000 Penalty: 5901.335938
	Iteration 7F: 3 clusters Score -1.617704e+07 nChanged 8894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 139454 members 
Entering Unmasked Estep 
Score: -16185948.000000 Penalty: 5901.335938
	Iteration 8F: 3 clusters Score -1.618595e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 143740 members 
Entering Unmasked Estep 
Score: -16190157.000000 Penalty: 5901.335938
	Iteration 9Q: 3 clusters Score -1.619016e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 145310 members 
Entering Unmasked Estep 
Score: -16191741.000000 Penalty: 5901.335938
	Iteration 10Q: 3 clusters Score -1.619174e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 145827 members 
Entering Unmasked Estep 
Score: -16192369.000000 Penalty: 5901.335938
	Iteration 11Q: 3 clusters Score -1.619237e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 146032 members 
Entering Unmasked Estep 
Score: -16192670.000000 Penalty: 5901.335938
	Iteration 12Q: 3 clusters Score -1.619267e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 146093 members 
Entering Unmasked Estep 
Score: -16192789.000000 Penalty: 5901.335938
	Iteration 13Q: 3 clusters Score -1.619279e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 146121 members 
Entering Unmasked Estep 
Score: -16192913.000000 Penalty: 5901.335938
	Iteration 14Q: 3 clusters Score -1.619291e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 146134 members 
Entering Unmasked Estep 
Score: -16192979.000000 Penalty: 5901.335938
	Iteration 15Q: 3 clusters Score -1.619298e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 146133 members 
Entering Unmasked Estep 
Score: -16193031.000000 Penalty: 5901.335938
	Iteration 16Q: 3 clusters Score -1.619303e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 146130 members 
Entering Unmasked Estep 
Score: -16193067.000000 Penalty: 5901.335938
	Iteration 17Q: 3 clusters Score -1.619307e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 146131 members 
Entering Unmasked Estep 
Score: -16193092.000000 Penalty: 5901.335938
	Iteration 18Q: 3 clusters Score -1.619309e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 146128 members 
Entering Unmasked Estep 
Score: -16193140.000000 Penalty: 5901.335938
	Iteration 19Q: 3 clusters Score -1.619314e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 146112 members 
Entering Unmasked Estep 
Score: -16193148.000000 Penalty: 5901.335938
	Iteration 20F: 3 clusters Score -1.619315e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 146099 members 
Entering Unmasked Estep 
Score: -16193156.000000 Penalty: 5901.335938
	Iteration 21Q: 3 clusters Score -1.619316e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 146090 members 
Entering Unmasked Estep 
Score: -16193171.000000 Penalty: 5901.335938
	Iteration 22Q: 3 clusters Score -1.619317e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 146083 members 
Entering Unmasked Estep 
Score: -16193195.000000 Penalty: 5901.335938
	Iteration 23Q: 3 clusters Score -1.61932e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 146072 members 
Entering Unmasked Estep 
Score: -16193194.000000 Penalty: 5901.335938
	Iteration 24Q: 3 clusters Score -1.619319e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 146062 members 
Entering Unmasked Estep 
Score: -16193203.000000 Penalty: 5901.335938
	Iteration 25Q: 3 clusters Score -1.61932e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 146061 members 
Entering Unmasked Estep 
Score: -16193195.000000 Penalty: 5901.335938
	Iteration 26Q: 3 clusters Score -1.61932e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 146067 members 
Entering Unmasked Estep 
Score: -16193193.000000 Penalty: 5901.335938
	Iteration 27Q: 3 clusters Score -1.619319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 146068 members 
Entering Unmasked Estep 
Score: -16193220.000000 Penalty: 5901.335938
	Iteration 28Q: 3 clusters Score -1.619322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 146067 members 
Entering Unmasked Estep 
Score: -16193209.000000 Penalty: 5901.335938
	Iteration 29Q: 3 clusters Score -1.619321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 146062 members 
Entering Unmasked Estep 
Score: -16193212.000000 Penalty: 5901.335938
	Iteration 30Q: 3 clusters Score -1.619321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 146059 members 
Entering Unmasked Estep 
Score: -16193192.000000 Penalty: 5901.335938
	Iteration 31Q: 3 clusters Score -1.619319e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 146057 members 
Entering Unmasked Estep 
Score: -16193214.000000 Penalty: 5901.335938
	Iteration 32Q: 3 clusters Score -1.619321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 146055 members 
Entering Unmasked Estep 
Score: -16193188.000000 Penalty: 5901.335938
	Iteration 33Q: 3 clusters Score -1.619319e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 146054 members 
Entering Unmasked Estep 
Score: -16193207.000000 Penalty: 5901.335938
	Iteration 34Q: 3 clusters Score -1.619321e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 146054 members 
Entering Unmasked Estep 
Score: -16193193.000000 Penalty: 5901.335938
	Iteration 35Q: 3 clusters Score -1.619319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 146053 members 
Entering Unmasked Estep 
Score: -16193205.000000 Penalty: 5901.335938
	Iteration 36Q: 3 clusters Score -1.61932e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 146051 members 
Entering Unmasked Estep 
Score: -16193208.000000 Penalty: 5901.335938
	Iteration 37Q: 3 clusters Score -1.619321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 146051 members 
Entering Unmasked Estep 
Score: -16193215.000000 Penalty: 5901.335938
	Iteration 38Q: 3 clusters Score -1.619322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 146052 members 
Entering Unmasked Estep 
Score: -16193216.000000 Penalty: 5901.335938
	Iteration 39Q: 3 clusters Score -1.619322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 146052 members 
Entering Unmasked Estep 
Score: -16193219.000000 Penalty: 5901.335938
	Iteration 40F: 3 clusters Score -1.619322e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (25105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Entering Unmasked Estep 
Score: -2710962.750000 Penalty: 2512.443848
	Iteration 0F: 2 clusters Score -2710963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -2693669.500000 Penalty: 5024.887695
	Iteration 0F: 3 clusters Score -2693670 nChanged 11128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2699632.000000 Penalty: 5024.887695
	Iteration 1F: 3 clusters Score -2699632 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -2700059.500000 Penalty: 5024.887695
	Iteration 2F: 3 clusters Score -2700060 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -2700489.000000 Penalty: 5024.887695
	Iteration 3Q: 3 clusters Score -2700489 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -2700962.750000 Penalty: 5024.887695
	Iteration 4Q: 3 clusters Score -2700963 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -2701502.250000 Penalty: 5024.887695
	Iteration 5Q: 3 clusters Score -2701502 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2702129.000000 Penalty: 5024.887695
	Iteration 6F: 3 clusters Score -2702129 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -2702778.000000 Penalty: 5024.887695
	Iteration 7F: 3 clusters Score -2702778 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -2703450.000000 Penalty: 5024.887695
	Iteration 8Q: 3 clusters Score -2703450 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -2704112.750000 Penalty: 5024.887695
	Iteration 9Q: 3 clusters Score -2704113 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -2704749.250000 Penalty: 5024.887695
	Iteration 10Q: 3 clusters Score -2704749 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -2705305.500000 Penalty: 5024.887695
	Iteration 11Q: 3 clusters Score -2705306 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -2705901.750000 Penalty: 5024.887695
	Iteration 12Q: 3 clusters Score -2705902 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2706498.500000 Penalty: 5024.887695
	Iteration 13Q: 3 clusters Score -2706498 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2707059.750000 Penalty: 5024.887695
	Iteration 14Q: 3 clusters Score -2707060 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2707519.250000 Penalty: 5024.887695
	Iteration 15Q: 3 clusters Score -2707519 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2707875.000000 Penalty: 5024.887695
	Iteration 16Q: 3 clusters Score -2707875 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2708145.000000 Penalty: 5024.887695
	Iteration 17Q: 3 clusters Score -2708145 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2708351.500000 Penalty: 5024.887695
	Iteration 18Q: 3 clusters Score -2708352 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2708463.000000 Penalty: 5024.887695
	Iteration 19Q: 3 clusters Score -2708463 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2708518.500000 Penalty: 5024.887695
	Iteration 20F: 3 clusters Score -2708518 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2708559.000000 Penalty: 5024.887695
	Iteration 21Q: 3 clusters Score -2708559 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2708598.000000 Penalty: 5024.887695
	Iteration 22Q: 3 clusters Score -2708598 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2708651.000000 Penalty: 5024.887695
	Iteration 23Q: 3 clusters Score -2708651 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2708670.500000 Penalty: 5024.887695
	Iteration 24Q: 3 clusters Score -2708670 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2708693.750000 Penalty: 5024.887695
	Iteration 25Q: 3 clusters Score -2708694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2708708.250000 Penalty: 5024.887695
	Iteration 26Q: 3 clusters Score -2708708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2708719.000000 Penalty: 5024.887695
	Iteration 27Q: 3 clusters Score -2708719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2708737.500000 Penalty: 5024.887695
	Iteration 28Q: 3 clusters Score -2708738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2708745.500000 Penalty: 5024.887695
	Iteration 29Q: 3 clusters Score -2708746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2708753.000000 Penalty: 5024.887695
	Iteration 30Q: 3 clusters Score -2708753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2708753.750000 Penalty: 5024.887695
	Iteration 31Q: 3 clusters Score -2708754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2708758.250000 Penalty: 5024.887695
	Iteration 32Q: 3 clusters Score -2708758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2708762.250000 Penalty: 5024.887695
	Iteration 33Q: 3 clusters Score -2708762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2708760.750000 Penalty: 5024.887695
	Iteration 34Q: 3 clusters Score -2708761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2708765.000000 Penalty: 5024.887695
	Iteration 35Q: 3 clusters Score -2708765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2708766.750000 Penalty: 5024.887695
	Iteration 36Q: 3 clusters Score -2708767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2708765.500000 Penalty: 5024.887695
	Iteration 37Q: 3 clusters Score -2708766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2708772.750000 Penalty: 5024.887695
	Iteration 38Q: 3 clusters Score -2708773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2708779.000000 Penalty: 5024.887695
	Iteration 39Q: 3 clusters Score -2708779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2708781.750000 Penalty: 5024.887695
	Iteration 40F: 3 clusters Score -2708782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2708783.250000 Penalty: 5024.887695
	Iteration 41Q: 3 clusters Score -2708783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2708784.750000 Penalty: 5024.887695
	Iteration 42Q: 3 clusters Score -2708785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2708784.750000 Penalty: 5024.887695
	Iteration 43F: 3 clusters Score -2708785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Entering Unmasked Estep 
Score: -213212.109375 Penalty: 1893.555420
	Iteration 0F: 2 clusters Score -213212.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -210635.281250 Penalty: 3787.110840
	Iteration 0F: 3 clusters Score -210635.3 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -211581.421875 Penalty: 3787.110840
	Iteration 1F: 3 clusters Score -211581.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -212384.515625 Penalty: 3787.110840
	Iteration 2F: 3 clusters Score -212384.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -212902.234375 Penalty: 3787.110840
	Iteration 3F: 3 clusters Score -212902.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -213315.203125 Penalty: 3787.110840
	Iteration 4F: 3 clusters Score -213315.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -213432.890625 Penalty: 3787.110840
	Iteration 5Q: 3 clusters Score -213432.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -213465.890625 Penalty: 3787.110840
	Iteration 6Q: 3 clusters Score -213465.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -213483.906250 Penalty: 3787.110840
	Iteration 7Q: 3 clusters Score -213483.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -213496.968750 Penalty: 3787.110840
	Iteration 8Q: 3 clusters Score -213497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -213503.921875 Penalty: 3787.110840
	Iteration 9Q: 3 clusters Score -213503.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -213510.984375 Penalty: 3787.110840
	Iteration 10Q: 3 clusters Score -213511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -213512.359375 Penalty: 3787.110840
	Iteration 11Q: 3 clusters Score -213512.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -213512.359375 Penalty: 3787.110840
	Iteration 12F: 3 clusters Score -213512.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 18231 members 
Mstep: Class 3 contains 2185 members 
Mstep: Class 4 contains 104178 members 
Mstep: Class 5 contains 29844 members 
Mstep: Class 6 contains 13832 members 
Mstep: Class 7 contains 7533 members 
Mstep: Class 8 contains 184573 members 
Mstep: Class 9 contains 14645 members 
Mstep: Class 10 contains 7261 members 
Mstep: Class 11 contains 16772 members 
Mstep: Class 12 contains 7024 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 75615 members 
Mstep: Class 15 contains 2508 members 
Mstep: Class 16 contains 13503 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37498 members 
Mstep: Class 20 contains 2008 members 
Mstep: Class 21 contains 135120 members 
Mstep: Class 22 contains 3331 members 
Mstep: Class 23 contains 12927 members 
Mstep: Class 24 contains 2938 members 
Mstep: Class 25 contains 8062 members 
Mstep: Class 26 contains 3974 members 
Mstep: Class 27 contains 5135 members 
Mstep: Class 28 contains 25310 members 
Mstep: Class 29 contains 5550 members 
Mstep: Class 30 contains 1450 members 
Mstep: Class 31 contains 19809 members 
Mstep: Class 32 contains 1088 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 146951 members 
Mstep: Class 35 contains 25105 members 
Mstep: Class 36 contains 982 members 
Mstep: Class 37 contains 42827 members 
Mstep: Class 38 contains 27178 members 
Mstep: Class 39 contains 3214 members 
Mstep: Class 40 contains 1372 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3073 members 
Mstep: Class 43 contains 5795 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8641 members 
Mstep: Class 46 contains 16978 members 
Mstep: Class 47 contains 30681 members 
Mstep: Class 48 contains 10779 members 
Mstep: Class 49 contains 3524 members 
Mstep: Class 50 contains 5216 members 
Mstep: Class 51 contains 1642 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
Score: -115165384.000000 Penalty: 179445.484375
Splitting cluster 36 changes total score from -115166744.000000 to -115165384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (42827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42827 members 
Entering Unmasked Estep 
Score: -4412830.000000 Penalty: 2644.901123
	Iteration 0F: 2 clusters Score -4412830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -4383734.000000 Penalty: 5289.802246
	Iteration 0F: 3 clusters Score -4383734 nChanged 19743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -4395254.500000 Penalty: 5289.802246
	Iteration 1F: 3 clusters Score -4395254 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -4396575.000000 Penalty: 5289.802246
	Iteration 2F: 3 clusters Score -4396575 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -4398187.500000 Penalty: 5289.802246
	Iteration 3F: 3 clusters Score -4398188 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -4400071.500000 Penalty: 5289.802246
	Iteration 4F: 3 clusters Score -4400072 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -4401994.000000 Penalty: 5289.802246
	Iteration 5F: 3 clusters Score -4401994 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -4404022.500000 Penalty: 5289.802246
	Iteration 6F: 3 clusters Score -4404022 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -4405741.500000 Penalty: 5289.802246
	Iteration 7F: 3 clusters Score -4405742 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -4406948.500000 Penalty: 5289.802246
	Iteration 8Q: 3 clusters Score -4406948 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -4407749.500000 Penalty: 5289.802246
	Iteration 9Q: 3 clusters Score -4407750 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -4408212.000000 Penalty: 5289.802246
	Iteration 10Q: 3 clusters Score -4408212 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -4408485.000000 Penalty: 5289.802246
	Iteration 11Q: 3 clusters Score -4408485 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30413 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -4408669.000000 Penalty: 5289.802246
	Iteration 12Q: 3 clusters Score -4408669 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -4408807.500000 Penalty: 5289.802246
	Iteration 13Q: 3 clusters Score -4408808 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -4408907.000000 Penalty: 5289.802246
	Iteration 14Q: 3 clusters Score -4408907 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -4408940.000000 Penalty: 5289.802246
	Iteration 15Q: 3 clusters Score -4408940 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -4408971.000000 Penalty: 5289.802246
	Iteration 16Q: 3 clusters Score -4408971 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -4409010.500000 Penalty: 5289.802246
	Iteration 17Q: 3 clusters Score -4409010 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -4409055.000000 Penalty: 5289.802246
	Iteration 18Q: 3 clusters Score -4409055 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -4409080.500000 Penalty: 5289.802246
	Iteration 19Q: 3 clusters Score -4409080 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -4409104.000000 Penalty: 5289.802246
	Iteration 20F: 3 clusters Score -4409104 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30398 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -4409136.500000 Penalty: 5289.802246
	Iteration 21Q: 3 clusters Score -4409136 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -4409143.000000 Penalty: 5289.802246
	Iteration 22Q: 3 clusters Score -4409143 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -4409156.000000 Penalty: 5289.802246
	Iteration 23Q: 3 clusters Score -4409156 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -4409181.000000 Penalty: 5289.802246
	Iteration 24Q: 3 clusters Score -4409181 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30243 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -4409217.500000 Penalty: 5289.802246
	Iteration 25Q: 3 clusters Score -4409218 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30208 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -4409239.000000 Penalty: 5289.802246
	Iteration 26Q: 3 clusters Score -4409239 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -4409281.000000 Penalty: 5289.802246
	Iteration 27Q: 3 clusters Score -4409281 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -4409324.000000 Penalty: 5289.802246
	Iteration 28Q: 3 clusters Score -4409324 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -4409367.500000 Penalty: 5289.802246
	Iteration 29Q: 3 clusters Score -4409368 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -4409434.500000 Penalty: 5289.802246
	Iteration 30Q: 3 clusters Score -4409434 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -4409509.000000 Penalty: 5289.802246
	Iteration 31Q: 3 clusters Score -4409509 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -4409624.500000 Penalty: 5289.802246
	Iteration 32Q: 3 clusters Score -4409624 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30553 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -4409706.500000 Penalty: 5289.802246
	Iteration 33Q: 3 clusters Score -4409706 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -4409856.000000 Penalty: 5289.802246
	Iteration 34Q: 3 clusters Score -4409856 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30921 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -4410054.000000 Penalty: 5289.802246
	Iteration 35Q: 3 clusters Score -4410054 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -4410300.000000 Penalty: 5289.802246
	Iteration 36Q: 3 clusters Score -4410300 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31403 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -4410514.500000 Penalty: 5289.802246
	Iteration 37Q: 3 clusters Score -4410514 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -4410720.000000 Penalty: 5289.802246
	Iteration 38Q: 3 clusters Score -4410720 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31919 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -4410904.500000 Penalty: 5289.802246
	Iteration 39Q: 3 clusters Score -4410904 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -4411039.500000 Penalty: 5289.802246
	Iteration 40F: 3 clusters Score -4411040 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32327 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -4411177.500000 Penalty: 5289.802246
	Iteration 41Q: 3 clusters Score -4411178 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -4411274.000000 Penalty: 5289.802246
	Iteration 42Q: 3 clusters Score -4411274 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -4411330.000000 Penalty: 5289.802246
	Iteration 43Q: 3 clusters Score -4411330 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -4411373.500000 Penalty: 5289.802246
	Iteration 44Q: 3 clusters Score -4411374 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -4411408.500000 Penalty: 5289.802246
	Iteration 45Q: 3 clusters Score -4411408 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33002 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -4411428.500000 Penalty: 5289.802246
	Iteration 46Q: 3 clusters Score -4411428 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -4411451.000000 Penalty: 5289.802246
	Iteration 47Q: 3 clusters Score -4411451 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -4411458.000000 Penalty: 5289.802246
	Iteration 48Q: 3 clusters Score -4411458 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33235 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -4411481.000000 Penalty: 5289.802246
	Iteration 49Q: 3 clusters Score -4411481 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33294 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -4411476.500000 Penalty: 5289.802246
	Iteration 50Q: 3 clusters Score -4411476 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33358 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -4411484.500000 Penalty: 5289.802246
	Iteration 51Q: 3 clusters Score -4411484 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -4411479.000000 Penalty: 5289.802246
	Iteration 52Q: 3 clusters Score -4411479 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -4411501.500000 Penalty: 5289.802246
	Iteration 53Q: 3 clusters Score -4411502 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -4411507.000000 Penalty: 5289.802246
	Iteration 54Q: 3 clusters Score -4411507 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -4411522.500000 Penalty: 5289.802246
	Iteration 55Q: 3 clusters Score -4411522 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33645 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -4411540.500000 Penalty: 5289.802246
	Iteration 56Q: 3 clusters Score -4411540 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33712 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -4411551.500000 Penalty: 5289.802246
	Iteration 57Q: 3 clusters Score -4411552 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -4411573.000000 Penalty: 5289.802246
	Iteration 58Q: 3 clusters Score -4411573 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -4411567.500000 Penalty: 5289.802246
	Iteration 59Q: 3 clusters Score -4411568 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33859 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -4411576.500000 Penalty: 5289.802246
	Iteration 60F: 3 clusters Score -4411576 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33916 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -4411578.000000 Penalty: 5289.802246
	Iteration 61Q: 3 clusters Score -4411578 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -4411588.000000 Penalty: 5289.802246
	Iteration 62Q: 3 clusters Score -4411588 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -4411589.000000 Penalty: 5289.802246
	Iteration 63Q: 3 clusters Score -4411589 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -4411597.000000 Penalty: 5289.802246
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4411590 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34337 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4411629 nChanged 82
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Mstep: Class 1 contains 34419 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4411647 nChanged 78
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Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 8330 members 
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	Iteration 69Q: 3 clusters Score -4411662 nChanged 72
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Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4411674 nChanged 68
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Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4411690 nChanged 70
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Mstep: Class 1 contains 34707 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4411684 nChanged 66
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Mstep: Class 1 contains 34771 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4411689 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4411694 nChanged 57
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Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 7930 members 
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	Iteration 75Q: 3 clusters Score -4411698 nChanged 49
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Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4411710 nChanged 60
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Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4411724 nChanged 59
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Mstep: Class 1 contains 35061 members 
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	Iteration 78Q: 3 clusters Score -4411730 nChanged 58
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Mstep: Class 1 contains 35119 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4411722 nChanged 63
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Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4411733 nChanged 58
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Mstep: Class 1 contains 35240 members 
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	Iteration 81Q: 3 clusters Score -4411752 nChanged 66
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Mstep: Class 1 contains 35304 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4411750 nChanged 67
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Mstep: Class 1 contains 35369 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4411752 nChanged 66
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Mstep: Class 1 contains 35435 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4411751 nChanged 77
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Mstep: Class 1 contains 35512 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4411766 nChanged 75
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Mstep: Class 1 contains 35585 members 
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	Iteration 86Q: 3 clusters Score -4411789 nChanged 84
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Mstep: Class 1 contains 35669 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4411783 nChanged 87
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Mstep: Class 1 contains 35826 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4411820 nChanged 68
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Mstep: Class 1 contains 35894 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4411812 nChanged 68
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Entering Unmasked Estep 
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Mstep: Class 1 contains 36030 members 
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Mstep: Class 1 contains 36146 members 
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Mstep: Class 1 contains 36200 members 
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Mstep: Class 1 contains 36246 members 
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	Iteration 96Q: 3 clusters Score -4411868 nChanged 74
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Mstep: Class 1 contains 36316 members 
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	Iteration 97Q: 3 clusters Score -4411898 nChanged 72
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Mstep: Class 1 contains 36382 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 36515 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4411926 nChanged 78
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Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4411929 nChanged 80
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Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4411955 nChanged 74
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Mstep: Class 1 contains 36739 members 
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	Iteration 103Q: 3 clusters Score -4411972 nChanged 70
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Mstep: Class 1 contains 36809 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4411985 nChanged 84
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Mstep: Class 1 contains 36889 members 
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	Iteration 105Q: 3 clusters Score -4411998 nChanged 96
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Mstep: Class 1 contains 36983 members 
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	Iteration 106Q: 3 clusters Score -4412028 nChanged 88
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Mstep: Class 1 contains 37071 members 
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	Iteration 107Q: 3 clusters Score -4412048 nChanged 90
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Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 5666 members 
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	Iteration 108Q: 3 clusters Score -4412059 nChanged 86
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Mstep: Class 1 contains 37243 members 
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	Iteration 109Q: 3 clusters Score -4412084 nChanged 86
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Mstep: Class 1 contains 37327 members 
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	Iteration 110Q: 3 clusters Score -4412105 nChanged 72
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Mstep: Class 1 contains 37397 members 
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	Iteration 111Q: 3 clusters Score -4412114 nChanged 71
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Mstep: Class 1 contains 37468 members 
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	Iteration 112Q: 3 clusters Score -4412128 nChanged 94
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Mstep: Class 1 contains 37560 members 
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	Iteration 113Q: 3 clusters Score -4412161 nChanged 81
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	Iteration 114Q: 3 clusters Score -4412163 nChanged 89
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	Iteration 115Q: 3 clusters Score -4412169 nChanged 76
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	Iteration 116Q: 3 clusters Score -4412192 nChanged 75
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	Iteration 117Q: 3 clusters Score -4412202 nChanged 80
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Mstep: Class 1 contains 37957 members 
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	Iteration 118Q: 3 clusters Score -4412216 nChanged 66
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	Iteration 119Q: 3 clusters Score -4412236 nChanged 68
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Mstep: Class 1 contains 38089 members 
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	Iteration 120F: 3 clusters Score -4412236 nChanged 45
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Mstep: Class 1 contains 38134 members 
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	Iteration 121Q: 3 clusters Score -4412254 nChanged 47
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Mstep: Class 1 contains 38177 members 
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	Iteration 122Q: 3 clusters Score -4412246 nChanged 41
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Mstep: Class 1 contains 38218 members 
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	Iteration 123Q: 3 clusters Score -4412268 nChanged 39
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Mstep: Class 1 contains 38257 members 
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	Iteration 124Q: 3 clusters Score -4412271 nChanged 38
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Mstep: Class 1 contains 38295 members 
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	Iteration 125Q: 3 clusters Score -4412278 nChanged 35
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Mstep: Class 1 contains 38330 members 
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	Iteration 126Q: 3 clusters Score -4412288 nChanged 31
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Mstep: Class 1 contains 38361 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4412292 nChanged 30
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Mstep: Class 1 contains 38389 members 
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	Iteration 128Q: 3 clusters Score -4412298 nChanged 33
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Mstep: Class 1 contains 38422 members 
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	Iteration 129Q: 3 clusters Score -4412304 nChanged 30
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Mstep: Class 1 contains 38452 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4412320 nChanged 23
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Mstep: Class 1 contains 38475 members 
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	Iteration 131Q: 3 clusters Score -4412318 nChanged 32
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	Iteration 132Q: 3 clusters Score -4412320 nChanged 24
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	Iteration 133Q: 3 clusters Score -4412330 nChanged 25
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4412335 nChanged 22
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	Iteration 135Q: 3 clusters Score -4412348 nChanged 15
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Mstep: Class 1 contains 38589 members 
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	Iteration 136Q: 3 clusters Score -4412346 nChanged 17
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Mstep: Class 1 contains 38606 members 
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	Iteration 137Q: 3 clusters Score -4412346 nChanged 11
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Mstep: Class 1 contains 38613 members 
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	Iteration 138Q: 3 clusters Score -4412349 nChanged 8
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Mstep: Class 1 contains 38621 members 
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	Iteration 139Q: 3 clusters Score -4412352 nChanged 9
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Mstep: Class 1 contains 38630 members 
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -4412344 nChanged 14
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Mstep: Class 1 contains 38642 members 
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	Iteration 141Q: 3 clusters Score -4412347 nChanged 11
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Mstep: Class 1 contains 38653 members 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4412346 nChanged 10
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Mstep: Class 1 contains 38663 members 
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	Iteration 143Q: 3 clusters Score -4412347 nChanged 13
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Mstep: Class 1 contains 38674 members 
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4412354 nChanged 11
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Mstep: Class 1 contains 38685 members 
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	Iteration 145Q: 3 clusters Score -4412360 nChanged 13
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Mstep: Class 1 contains 38698 members 
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -4412356 nChanged 9
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Mstep: Class 1 contains 38707 members 
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	Iteration 147Q: 3 clusters Score -4412363 nChanged 12
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Mstep: Class 1 contains 38717 members 
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	Iteration 148Q: 3 clusters Score -4412361 nChanged 7
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	Iteration 149Q: 3 clusters Score -4412362 nChanged 5
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	Iteration 150Q: 3 clusters Score -4412372 nChanged 5
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	Iteration 151Q: 3 clusters Score -4412372 nChanged 7
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	Iteration 152Q: 3 clusters Score -4412372 nChanged 3
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	Iteration 153Q: 3 clusters Score -4412370 nChanged 5
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	Iteration 154Q: 3 clusters Score -4412370 nChanged 7
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Mstep: Class 1 contains 38756 members 
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	Iteration 155Q: 3 clusters Score -4412370 nChanged 8
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -4412377 nChanged 5
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Entering Unmasked Estep 
Score: -4412380.500000 Penalty: 5289.802246
	Iteration 157Q: 3 clusters Score -4412380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -4412376.500000 Penalty: 5289.802246
	Iteration 158Q: 3 clusters Score -4412376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -4412374.000000 Penalty: 5289.802246
	Iteration 159Q: 3 clusters Score -4412374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -4412376.500000 Penalty: 5289.802246
	Iteration 160F: 3 clusters Score -4412376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38787 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -4412382.000000 Penalty: 5289.802246
	Iteration 161Q: 3 clusters Score -4412382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38792 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -4412377.000000 Penalty: 5289.802246
	Iteration 162Q: 3 clusters Score -4412377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38798 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -4412382.500000 Penalty: 5289.802246
	Iteration 163Q: 3 clusters Score -4412382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -4412377.000000 Penalty: 5289.802246
	Iteration 164Q: 3 clusters Score -4412377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38809 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -4412383.500000 Penalty: 5289.802246
	Iteration 165Q: 3 clusters Score -4412384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38816 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -4412392.500000 Penalty: 5289.802246
	Iteration 166Q: 3 clusters Score -4412392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38828 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -4412387.000000 Penalty: 5289.802246
	Iteration 167Q: 3 clusters Score -4412387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38839 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -4412388.500000 Penalty: 5289.802246
	Iteration 168Q: 3 clusters Score -4412388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -4412387.500000 Penalty: 5289.802246
	Iteration 169Q: 3 clusters Score -4412388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38857 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -4412385.000000 Penalty: 5289.802246
	Iteration 170Q: 3 clusters Score -4412385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -4412394.000000 Penalty: 5289.802246
	Iteration 171Q: 3 clusters Score -4412394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38876 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -4412395.500000 Penalty: 5289.802246
	Iteration 172Q: 3 clusters Score -4412396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38886 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -4412393.500000 Penalty: 5289.802246
	Iteration 173Q: 3 clusters Score -4412394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38894 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -4412388.000000 Penalty: 5289.802246
	Iteration 174Q: 3 clusters Score -4412388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -4412395.000000 Penalty: 5289.802246
	Iteration 175Q: 3 clusters Score -4412395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38916 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -4412402.000000 Penalty: 5289.802246
	Iteration 176Q: 3 clusters Score -4412402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -4412398.500000 Penalty: 5289.802246
	Iteration 177Q: 3 clusters Score -4412398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38935 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -4412400.000000 Penalty: 5289.802246
	Iteration 178Q: 3 clusters Score -4412400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38946 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -4412396.000000 Penalty: 5289.802246
	Iteration 179Q: 3 clusters Score -4412396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38956 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -4412398.500000 Penalty: 5289.802246
	Iteration 180F: 3 clusters Score -4412398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -4412398.500000 Penalty: 5289.802246
	Iteration 181Q: 3 clusters Score -4412398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38982 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -4412412.000000 Penalty: 5289.802246
	Iteration 182Q: 3 clusters Score -4412412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38990 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -4412404.500000 Penalty: 5289.802246
	Iteration 183Q: 3 clusters Score -4412404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38997 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -4412398.000000 Penalty: 5289.802246
	Iteration 184Q: 3 clusters Score -4412398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39000 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -4412399.000000 Penalty: 5289.802246
	Iteration 185Q: 3 clusters Score -4412399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39002 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -4412401.000000 Penalty: 5289.802246
	Iteration 186Q: 3 clusters Score -4412401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39005 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -4412400.000000 Penalty: 5289.802246
	Iteration 187Q: 3 clusters Score -4412400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39007 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -4412404.000000 Penalty: 5289.802246
	Iteration 188Q: 3 clusters Score -4412404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -4412404.000000 Penalty: 5289.802246
	Iteration 189Q: 3 clusters Score -4412404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39015 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -4412412.500000 Penalty: 5289.802246
	Iteration 190Q: 3 clusters Score -4412412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39015 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -4412411.500000 Penalty: 5289.802246
	Iteration 191Q: 3 clusters Score -4412412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -4412417.000000 Penalty: 5289.802246
	Iteration 192Q: 3 clusters Score -4412417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -4412417.000000 Penalty: 5289.802246
	Iteration 193F: 3 clusters Score -4412417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (27178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Entering Unmasked Estep 
Score: -2959124.750000 Penalty: 2532.120361
	Iteration 0F: 2 clusters Score -2959125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2940481.000000 Penalty: 5064.240723
	Iteration 0F: 3 clusters Score -2940481 nChanged 12077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -2946930.000000 Penalty: 5064.240723
	Iteration 1F: 3 clusters Score -2946930 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -2947395.500000 Penalty: 5064.240723
	Iteration 2Q: 3 clusters Score -2947396 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -2947852.750000 Penalty: 5064.240723
	Iteration 3Q: 3 clusters Score -2947853 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -2948400.750000 Penalty: 5064.240723
	Iteration 4Q: 3 clusters Score -2948401 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -2949134.250000 Penalty: 5064.240723
	Iteration 5F: 3 clusters Score -2949134 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -2950135.250000 Penalty: 5064.240723
	Iteration 6F: 3 clusters Score -2950135 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -2951416.750000 Penalty: 5064.240723
	Iteration 7F: 3 clusters Score -2951417 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -2952964.500000 Penalty: 5064.240723
	Iteration 8F: 3 clusters Score -2952964 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -2954437.250000 Penalty: 5064.240723
	Iteration 9F: 3 clusters Score -2954437 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -2955503.250000 Penalty: 5064.240723
	Iteration 10Q: 3 clusters Score -2955503 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -2956214.750000 Penalty: 5064.240723
	Iteration 11Q: 3 clusters Score -2956215 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -2956640.750000 Penalty: 5064.240723
	Iteration 12Q: 3 clusters Score -2956641 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -2956951.250000 Penalty: 5064.240723
	Iteration 13Q: 3 clusters Score -2956951 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -2957174.500000 Penalty: 5064.240723
	Iteration 14Q: 3 clusters Score -2957174 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -2957345.750000 Penalty: 5064.240723
	Iteration 15Q: 3 clusters Score -2957346 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -2957477.500000 Penalty: 5064.240723
	Iteration 16Q: 3 clusters Score -2957478 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -2957582.750000 Penalty: 5064.240723
	Iteration 17Q: 3 clusters Score -2957583 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -2957660.250000 Penalty: 5064.240723
	Iteration 18Q: 3 clusters Score -2957660 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -2957741.750000 Penalty: 5064.240723
	Iteration 19Q: 3 clusters Score -2957742 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -2957799.250000 Penalty: 5064.240723
	Iteration 20F: 3 clusters Score -2957799 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -2957832.000000 Penalty: 5064.240723
	Iteration 21Q: 3 clusters Score -2957832 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -2957876.000000 Penalty: 5064.240723
	Iteration 22Q: 3 clusters Score -2957876 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -2957914.750000 Penalty: 5064.240723
	Iteration 23Q: 3 clusters Score -2957915 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -2957950.000000 Penalty: 5064.240723
	Iteration 24Q: 3 clusters Score -2957950 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -2957983.750000 Penalty: 5064.240723
	Iteration 25Q: 3 clusters Score -2957984 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -2958009.000000 Penalty: 5064.240723
	Iteration 26Q: 3 clusters Score -2958009 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -2958039.500000 Penalty: 5064.240723
	Iteration 27Q: 3 clusters Score -2958040 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -2958062.250000 Penalty: 5064.240723
	Iteration 28Q: 3 clusters Score -2958062 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -2958078.500000 Penalty: 5064.240723
	Iteration 29Q: 3 clusters Score -2958078 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -2958085.250000 Penalty: 5064.240723
	Iteration 30Q: 3 clusters Score -2958085 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -2958094.000000 Penalty: 5064.240723
	Iteration 31Q: 3 clusters Score -2958094 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -2958100.250000 Penalty: 5064.240723
	Iteration 32Q: 3 clusters Score -2958100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -2958108.250000 Penalty: 5064.240723
	Iteration 33Q: 3 clusters Score -2958108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -2958112.000000 Penalty: 5064.240723
	Iteration 34Q: 3 clusters Score -2958112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -2958116.000000 Penalty: 5064.240723
	Iteration 35Q: 3 clusters Score -2958116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -2958116.250000 Penalty: 5064.240723
	Iteration 36Q: 3 clusters Score -2958116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -2958116.000000 Penalty: 5064.240723
	Iteration 37Q: 3 clusters Score -2958116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -2958120.000000 Penalty: 5064.240723
	Iteration 38Q: 3 clusters Score -2958120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -2958119.750000 Penalty: 5064.240723
	Iteration 39Q: 3 clusters Score -2958120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -2958121.250000 Penalty: 5064.240723
	Iteration 40F: 3 clusters Score -2958121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -2958125.500000 Penalty: 5064.240723
	Iteration 41Q: 3 clusters Score -2958126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -2958126.000000 Penalty: 5064.240723
	Iteration 42Q: 3 clusters Score -2958126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -2958127.250000 Penalty: 5064.240723
	Iteration 43Q: 3 clusters Score -2958127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -2958125.250000 Penalty: 5064.240723
	Iteration 44Q: 3 clusters Score -2958125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -2958125.250000 Penalty: 5064.240723
	Iteration 45F: 3 clusters Score -2958125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Entering Unmasked Estep 
Score: -307849.625000 Penalty: 2002.667358
	Iteration 0F: 2 clusters Score -307849.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -304407.312500 Penalty: 4005.334717
	Iteration 0F: 3 clusters Score -304407.3 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -305168.718750 Penalty: 4005.334717
	Iteration 1F: 3 clusters Score -305168.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -305391.031250 Penalty: 4005.334717
	Iteration 2F: 3 clusters Score -305391 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -305517.187500 Penalty: 4005.334717
	Iteration 3F: 3 clusters Score -305517.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -305605.500000 Penalty: 4005.334717
	Iteration 4Q: 3 clusters Score -305605.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -305655.187500 Penalty: 4005.334717
	Iteration 5Q: 3 clusters Score -305655.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -305701.125000 Penalty: 4005.334717
	Iteration 6Q: 3 clusters Score -305701.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -305744.406250 Penalty: 4005.334717
	Iteration 7Q: 3 clusters Score -305744.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -305791.406250 Penalty: 4005.334717
	Iteration 8Q: 3 clusters Score -305791.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -305835.250000 Penalty: 4005.334717
	Iteration 9Q: 3 clusters Score -305835.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -305870.500000 Penalty: 4005.334717
	Iteration 10Q: 3 clusters Score -305870.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -305902.312500 Penalty: 4005.334717
	Iteration 11Q: 3 clusters Score -305902.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -305924.562500 Penalty: 4005.334717
	Iteration 12Q: 3 clusters Score -305924.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -305944.718750 Penalty: 4005.334717
	Iteration 13Q: 3 clusters Score -305944.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -305972.125000 Penalty: 4005.334717
	Iteration 14Q: 3 clusters Score -305972.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -306002.843750 Penalty: 4005.334717
	Iteration 15Q: 3 clusters Score -306002.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -306034.187500 Penalty: 4005.334717
	Iteration 16Q: 3 clusters Score -306034.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -306060.406250 Penalty: 4005.334717
	Iteration 17Q: 3 clusters Score -306060.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -306073.125000 Penalty: 4005.334717
	Iteration 18Q: 3 clusters Score -306073.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -306080.968750 Penalty: 4005.334717
	Iteration 19Q: 3 clusters Score -306081 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -306093.031250 Penalty: 4005.334717
	Iteration 20F: 3 clusters Score -306093 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -306104.125000 Penalty: 4005.334717
	Iteration 21Q: 3 clusters Score -306104.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -306109.625000 Penalty: 4005.334717
	Iteration 22Q: 3 clusters Score -306109.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -306114.531250 Penalty: 4005.334717
	Iteration 23Q: 3 clusters Score -306114.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -306119.843750 Penalty: 4005.334717
	Iteration 24Q: 3 clusters Score -306119.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -306127.187500 Penalty: 4005.334717
	Iteration 25Q: 3 clusters Score -306127.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -306135.937500 Penalty: 4005.334717
	Iteration 26Q: 3 clusters Score -306135.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -306141.125000 Penalty: 4005.334717
	Iteration 27Q: 3 clusters Score -306141.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -306145.937500 Penalty: 4005.334717
	Iteration 28Q: 3 clusters Score -306145.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -306151.125000 Penalty: 4005.334717
	Iteration 29Q: 3 clusters Score -306151.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -306156.000000 Penalty: 4005.334717
	Iteration 30Q: 3 clusters Score -306156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -306161.843750 Penalty: 4005.334717
	Iteration 31Q: 3 clusters Score -306161.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -306165.000000 Penalty: 4005.334717
	Iteration 32Q: 3 clusters Score -306165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -306165.031250 Penalty: 4005.334717
	Iteration 33Q: 3 clusters Score -306165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -306165.968750 Penalty: 4005.334717
	Iteration 34Q: 3 clusters Score -306166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -306165.968750 Penalty: 4005.334717
	Iteration 35F: 3 clusters Score -306166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Entering Unmasked Estep 
Score: -140137.421875 Penalty: 1791.558105
	Iteration 0F: 2 clusters Score -140137.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -137917.468750 Penalty: 3583.116211
	Iteration 0F: 3 clusters Score -137917.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -138253.671875 Penalty: 3583.116211
	Iteration 1F: 3 clusters Score -138253.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -138380.859375 Penalty: 3583.116211
	Iteration 2F: 3 clusters Score -138380.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -138479.937500 Penalty: 3583.116211
	Iteration 3F: 3 clusters Score -138479.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -138551.687500 Penalty: 3583.116211
	Iteration 4Q: 3 clusters Score -138551.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -138600.218750 Penalty: 3583.116211
	Iteration 5Q: 3 clusters Score -138600.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -138632.937500 Penalty: 3583.116211
	Iteration 6Q: 3 clusters Score -138632.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -138650.640625 Penalty: 3583.116211
	Iteration 7Q: 3 clusters Score -138650.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -138665.718750 Penalty: 3583.116211
	Iteration 8Q: 3 clusters Score -138665.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -138671.812500 Penalty: 3583.116211
	Iteration 9Q: 3 clusters Score -138671.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -138678.187500 Penalty: 3583.116211
	Iteration 10Q: 3 clusters Score -138678.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -138682.375000 Penalty: 3583.116211
	Iteration 11Q: 3 clusters Score -138682.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -138687.515625 Penalty: 3583.116211
	Iteration 12Q: 3 clusters Score -138687.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -138689.375000 Penalty: 3583.116211
	Iteration 13Q: 3 clusters Score -138689.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -138690.328125 Penalty: 3583.116211
	Iteration 14Q: 3 clusters Score -138690.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -138690.328125 Penalty: 3583.116211
	Iteration 15F: 3 clusters Score -138690.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Entering Unmasked Estep 
Score: -84549.210938 Penalty: 1665.715454
	Iteration 0F: 2 clusters Score -84549.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -82792.484375 Penalty: 3331.430908
	Iteration 0F: 3 clusters Score -82792.48 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -83033.257812 Penalty: 3331.430908
	Iteration 1F: 3 clusters Score -83033.26 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -83104.625000 Penalty: 3331.430908
	Iteration 2F: 3 clusters Score -83104.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -83152.640625 Penalty: 3331.430908
	Iteration 3Q: 3 clusters Score -83152.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -83172.460938 Penalty: 3331.430908
	Iteration 4Q: 3 clusters Score -83172.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -83203.187500 Penalty: 3331.430908
	Iteration 5Q: 3 clusters Score -83203.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -83219.234375 Penalty: 3331.430908
	Iteration 6Q: 3 clusters Score -83219.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -83245.320312 Penalty: 3331.430908
	Iteration 7Q: 3 clusters Score -83245.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -83256.187500 Penalty: 3331.430908
	Iteration 8Q: 3 clusters Score -83256.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -83265.078125 Penalty: 3331.430908
	Iteration 9Q: 3 clusters Score -83265.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -83267.921875 Penalty: 3331.430908
	Iteration 10Q: 3 clusters Score -83267.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -83272.140625 Penalty: 3331.430908
	Iteration 11Q: 3 clusters Score -83272.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -83277.429688 Penalty: 3331.430908
	Iteration 12Q: 3 clusters Score -83277.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -83280.882812 Penalty: 3331.430908
	Iteration 13Q: 3 clusters Score -83280.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -83281.601562 Penalty: 3331.430908
	Iteration 14Q: 3 clusters Score -83281.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -83281.601562 Penalty: 3331.430908
	Iteration 15F: 3 clusters Score -83281.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Entering Unmasked Estep 
Score: -331154.437500 Penalty: 1991.541626
	Iteration 0F: 2 clusters Score -331154.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -327835.750000 Penalty: 3983.083252
	Iteration 0F: 3 clusters Score -327835.8 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -328518.593750 Penalty: 3983.083252
	Iteration 1F: 3 clusters Score -328518.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -328711.687500 Penalty: 3983.083252
	Iteration 2F: 3 clusters Score -328711.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -328846.968750 Penalty: 3983.083252
	Iteration 3F: 3 clusters Score -328847 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -328937.312500 Penalty: 3983.083252
	Iteration 4Q: 3 clusters Score -328937.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -329036.968750 Penalty: 3983.083252
	Iteration 5Q: 3 clusters Score -329037 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -329163.687500 Penalty: 3983.083252
	Iteration 6Q: 3 clusters Score -329163.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -329327.468750 Penalty: 3983.083252
	Iteration 7Q: 3 clusters Score -329327.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -329455.281250 Penalty: 3983.083252
	Iteration 8Q: 3 clusters Score -329455.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -329523.281250 Penalty: 3983.083252
	Iteration 9Q: 3 clusters Score -329523.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -329559.531250 Penalty: 3983.083252
	Iteration 10Q: 3 clusters Score -329559.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -329586.781250 Penalty: 3983.083252
	Iteration 11Q: 3 clusters Score -329586.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -329605.156250 Penalty: 3983.083252
	Iteration 12Q: 3 clusters Score -329605.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -329622.625000 Penalty: 3983.083252
	Iteration 13Q: 3 clusters Score -329622.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -329633.968750 Penalty: 3983.083252
	Iteration 14Q: 3 clusters Score -329634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -329643.062500 Penalty: 3983.083252
	Iteration 15Q: 3 clusters Score -329643.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -329656.437500 Penalty: 3983.083252
	Iteration 16Q: 3 clusters Score -329656.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -329668.875000 Penalty: 3983.083252
	Iteration 17Q: 3 clusters Score -329668.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -329682.187500 Penalty: 3983.083252
	Iteration 18Q: 3 clusters Score -329682.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -329693.718750 Penalty: 3983.083252
	Iteration 19Q: 3 clusters Score -329693.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -329701.156250 Penalty: 3983.083252
	Iteration 20F: 3 clusters Score -329701.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -329705.875000 Penalty: 3983.083252
	Iteration 21Q: 3 clusters Score -329705.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -329710.625000 Penalty: 3983.083252
	Iteration 22Q: 3 clusters Score -329710.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -329716.468750 Penalty: 3983.083252
	Iteration 23Q: 3 clusters Score -329716.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -329721.000000 Penalty: 3983.083252
	Iteration 24Q: 3 clusters Score -329721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -329724.406250 Penalty: 3983.083252
	Iteration 25Q: 3 clusters Score -329724.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -329726.843750 Penalty: 3983.083252
	Iteration 26Q: 3 clusters Score -329726.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -329726.968750 Penalty: 3983.083252
	Iteration 27Q: 3 clusters Score -329727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -329728.656250 Penalty: 3983.083252
	Iteration 28Q: 3 clusters Score -329728.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -329728.656250 Penalty: 3983.083252
	Iteration 29F: 3 clusters Score -329728.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (5795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Entering Unmasked Estep 
Score: -624135.187500 Penalty: 2148.858154
	Iteration 0F: 2 clusters Score -624135.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -619099.062500 Penalty: 4297.716309
	Iteration 0F: 3 clusters Score -619099.1 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -620372.000000 Penalty: 4297.716309
	Iteration 1F: 3 clusters Score -620372 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -620604.062500 Penalty: 4297.716309
	Iteration 2F: 3 clusters Score -620604.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -620762.250000 Penalty: 4297.716309
	Iteration 3F: 3 clusters Score -620762.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -620863.562500 Penalty: 4297.716309
	Iteration 4Q: 3 clusters Score -620863.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -620945.062500 Penalty: 4297.716309
	Iteration 5Q: 3 clusters Score -620945.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -621008.312500 Penalty: 4297.716309
	Iteration 6Q: 3 clusters Score -621008.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -621069.000000 Penalty: 4297.716309
	Iteration 7Q: 3 clusters Score -621069 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -621117.375000 Penalty: 4297.716309
	Iteration 8Q: 3 clusters Score -621117.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -621179.937500 Penalty: 4297.716309
	Iteration 9Q: 3 clusters Score -621179.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -621242.000000 Penalty: 4297.716309
	Iteration 10Q: 3 clusters Score -621242 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -621316.875000 Penalty: 4297.716309
	Iteration 11Q: 3 clusters Score -621316.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -621400.812500 Penalty: 4297.716309
	Iteration 12Q: 3 clusters Score -621400.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -621522.375000 Penalty: 4297.716309
	Iteration 13Q: 3 clusters Score -621522.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -621777.500000 Penalty: 4297.716309
	Iteration 14Q: 3 clusters Score -621777.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -622239.125000 Penalty: 4297.716309
	Iteration 15Q: 3 clusters Score -622239.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -622707.250000 Penalty: 4297.716309
	Iteration 16F: 3 clusters Score -622707.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -623089.375000 Penalty: 4297.716309
	Iteration 17F: 3 clusters Score -623089.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -623416.062500 Penalty: 4297.716309
	Iteration 18F: 3 clusters Score -623416.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -623670.500000 Penalty: 4297.716309
	Iteration 19Q: 3 clusters Score -623670.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -623853.187500 Penalty: 4297.716309
	Iteration 20F: 3 clusters Score -623853.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -623990.562500 Penalty: 4297.716309
	Iteration 21Q: 3 clusters Score -623990.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -624089.000000 Penalty: 4297.716309
	Iteration 22Q: 3 clusters Score -624089 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -624152.687500 Penalty: 4297.716309
	Iteration 23Q: 3 clusters Score -624152.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -624196.500000 Penalty: 4297.716309
	Iteration 24Q: 3 clusters Score -624196.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -624227.000000 Penalty: 4297.716309
	Iteration 25Q: 3 clusters Score -624227 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -624242.500000 Penalty: 4297.716309
	Iteration 26Q: 3 clusters Score -624242.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -624254.187500 Penalty: 4297.716309
	Iteration 27Q: 3 clusters Score -624254.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -624265.937500 Penalty: 4297.716309
	Iteration 28Q: 3 clusters Score -624265.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -624274.625000 Penalty: 4297.716309
	Iteration 29Q: 3 clusters Score -624274.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -624284.187500 Penalty: 4297.716309
	Iteration 30Q: 3 clusters Score -624284.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -624296.312500 Penalty: 4297.716309
	Iteration 31Q: 3 clusters Score -624296.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -624308.312500 Penalty: 4297.716309
	Iteration 32Q: 3 clusters Score -624308.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -624323.750000 Penalty: 4297.716309
	Iteration 33Q: 3 clusters Score -624323.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -624337.875000 Penalty: 4297.716309
	Iteration 34Q: 3 clusters Score -624337.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -624343.500000 Penalty: 4297.716309
	Iteration 35Q: 3 clusters Score -624343.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -624350.500000 Penalty: 4297.716309
	Iteration 36Q: 3 clusters Score -624350.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -624353.812500 Penalty: 4297.716309
	Iteration 37Q: 3 clusters Score -624353.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -624355.000000 Penalty: 4297.716309
	Iteration 38Q: 3 clusters Score -624355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -624357.187500 Penalty: 4297.716309
	Iteration 39Q: 3 clusters Score -624357.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -624362.750000 Penalty: 4297.716309
	Iteration 40F: 3 clusters Score -624362.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -624364.500000 Penalty: 4297.716309
	Iteration 41Q: 3 clusters Score -624364.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -624368.437500 Penalty: 4297.716309
	Iteration 42Q: 3 clusters Score -624368.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -624372.312500 Penalty: 4297.716309
	Iteration 43Q: 3 clusters Score -624372.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -624374.062500 Penalty: 4297.716309
	Iteration 44Q: 3 clusters Score -624374.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -624375.937500 Penalty: 4297.716309
	Iteration 45Q: 3 clusters Score -624375.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -624377.312500 Penalty: 4297.716309
	Iteration 46Q: 3 clusters Score -624377.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -624376.875000 Penalty: 4297.716309
	Iteration 47Q: 3 clusters Score -624376.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -624378.312500 Penalty: 4297.716309
	Iteration 48Q: 3 clusters Score -624378.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -624380.000000 Penalty: 4297.716309
	Iteration 49Q: 3 clusters Score -624380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -624381.250000 Penalty: 4297.716309
	Iteration 50Q: 3 clusters Score -624381.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -624382.375000 Penalty: 4297.716309
	Iteration 51Q: 3 clusters Score -624382.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -624381.437500 Penalty: 4297.716309
	Iteration 52Q: 3 clusters Score -624381.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -624383.062500 Penalty: 4297.716309
	Iteration 53Q: 3 clusters Score -624383.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -624382.375000 Penalty: 4297.716309
	Iteration 54Q: 3 clusters Score -624382.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -624385.625000 Penalty: 4297.716309
	Iteration 55Q: 3 clusters Score -624385.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -624386.125000 Penalty: 4297.716309
	Iteration 56Q: 3 clusters Score -624386.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -624387.000000 Penalty: 4297.716309
	Iteration 57Q: 3 clusters Score -624387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -624386.437500 Penalty: 4297.716309
	Iteration 58Q: 3 clusters Score -624386.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -624386.437500 Penalty: 4297.716309
	Iteration 59F: 3 clusters Score -624386.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 18231 members 
Mstep: Class 3 contains 2185 members 
Mstep: Class 4 contains 104178 members 
Mstep: Class 5 contains 29844 members 
Mstep: Class 6 contains 13832 members 
Mstep: Class 7 contains 7533 members 
Mstep: Class 8 contains 184573 members 
Mstep: Class 9 contains 14645 members 
Mstep: Class 10 contains 7261 members 
Mstep: Class 11 contains 16772 members 
Mstep: Class 12 contains 7024 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 75615 members 
Mstep: Class 15 contains 2508 members 
Mstep: Class 16 contains 13503 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37498 members 
Mstep: Class 20 contains 2008 members 
Mstep: Class 21 contains 135120 members 
Mstep: Class 22 contains 3331 members 
Mstep: Class 23 contains 12927 members 
Mstep: Class 24 contains 2938 members 
Mstep: Class 25 contains 8062 members 
Mstep: Class 26 contains 3974 members 
Mstep: Class 27 contains 5135 members 
Mstep: Class 28 contains 25310 members 
Mstep: Class 29 contains 5550 members 
Mstep: Class 30 contains 1450 members 
Mstep: Class 31 contains 19809 members 
Mstep: Class 32 contains 2204 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 146951 members 
Mstep: Class 35 contains 25105 members 
Mstep: Class 36 contains 2070 members 
Mstep: Class 37 contains 42827 members 
Mstep: Class 38 contains 27178 members 
Mstep: Class 39 contains 3214 members 
Mstep: Class 40 contains 1372 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3073 members 
Mstep: Class 43 contains 3591 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8641 members 
Mstep: Class 46 contains 16978 members 
Mstep: Class 47 contains 30681 members 
Mstep: Class 48 contains 10779 members 
Mstep: Class 49 contains 3524 members 
Mstep: Class 50 contains 5216 members 
Mstep: Class 51 contains 1642 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
Score: -115165528.000000 Penalty: 179445.484375
Splitting cluster 43 changes total score from -115166744.000000 to -115165528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Entering Unmasked Estep 
Score: -68815.320312 Penalty: 1626.433105
	Iteration 0F: 2 clusters Score -68815.32 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 356 members 
Entering Unmasked Estep 
Score: -67156.187500 Penalty: 3252.866211
	Iteration 0F: 3 clusters Score -67156.19 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -67413.257812 Penalty: 3252.866211
	Iteration 1F: 3 clusters Score -67413.26 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -67472.515625 Penalty: 3252.866211
	Iteration 2F: 3 clusters Score -67472.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -67488.953125 Penalty: 3252.866211
	Iteration 3Q: 3 clusters Score -67488.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -67501.320312 Penalty: 3252.866211
	Iteration 4Q: 3 clusters Score -67501.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -67516.312500 Penalty: 3252.866211
	Iteration 5Q: 3 clusters Score -67516.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -67521.484375 Penalty: 3252.866211
	Iteration 6Q: 3 clusters Score -67521.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -67527.875000 Penalty: 3252.866211
	Iteration 7Q: 3 clusters Score -67527.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -67534.171875 Penalty: 3252.866211
	Iteration 8Q: 3 clusters Score -67534.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -67540.906250 Penalty: 3252.866211
	Iteration 9Q: 3 clusters Score -67540.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -67543.609375 Penalty: 3252.866211
	Iteration 10Q: 3 clusters Score -67543.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -67546.562500 Penalty: 3252.866211
	Iteration 11Q: 3 clusters Score -67546.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -67548.742188 Penalty: 3252.866211
	Iteration 12Q: 3 clusters Score -67548.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -67548.742188 Penalty: 3252.866211
	Iteration 13F: 3 clusters Score -67548.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (8641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Entering Unmasked Estep 
Score: -918429.812500 Penalty: 2247.939941
	Iteration 0F: 2 clusters Score -918429.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -911567.187500 Penalty: 4495.879883
	Iteration 0F: 3 clusters Score -911567.2 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -913529.437500 Penalty: 4495.879883
	Iteration 1F: 3 clusters Score -913529.4 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -913916.500000 Penalty: 4495.879883
	Iteration 2F: 3 clusters Score -913916.5 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -914238.187500 Penalty: 4495.879883
	Iteration 3F: 3 clusters Score -914238.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -914522.875000 Penalty: 4495.879883
	Iteration 4F: 3 clusters Score -914522.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -914798.250000 Penalty: 4495.879883
	Iteration 5Q: 3 clusters Score -914798.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -915088.125000 Penalty: 4495.879883
	Iteration 6Q: 3 clusters Score -915088.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -915375.062500 Penalty: 4495.879883
	Iteration 7Q: 3 clusters Score -915375.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -915714.875000 Penalty: 4495.879883
	Iteration 8Q: 3 clusters Score -915714.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -916143.000000 Penalty: 4495.879883
	Iteration 9Q: 3 clusters Score -916143 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -916602.625000 Penalty: 4495.879883
	Iteration 10Q: 3 clusters Score -916602.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -917017.500000 Penalty: 4495.879883
	Iteration 11Q: 3 clusters Score -917017.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -917339.937500 Penalty: 4495.879883
	Iteration 12Q: 3 clusters Score -917339.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -917559.437500 Penalty: 4495.879883
	Iteration 13Q: 3 clusters Score -917559.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -917683.562500 Penalty: 4495.879883
	Iteration 14Q: 3 clusters Score -917683.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -917750.625000 Penalty: 4495.879883
	Iteration 15Q: 3 clusters Score -917750.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -917779.437500 Penalty: 4495.879883
	Iteration 16Q: 3 clusters Score -917779.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -917796.937500 Penalty: 4495.879883
	Iteration 17Q: 3 clusters Score -917796.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -917810.312500 Penalty: 4495.879883
	Iteration 18Q: 3 clusters Score -917810.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -917823.312500 Penalty: 4495.879883
	Iteration 19Q: 3 clusters Score -917823.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -917827.812500 Penalty: 4495.879883
	Iteration 20F: 3 clusters Score -917827.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -917836.187500 Penalty: 4495.879883
	Iteration 21Q: 3 clusters Score -917836.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -917842.625000 Penalty: 4495.879883
	Iteration 22Q: 3 clusters Score -917842.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -917844.000000 Penalty: 4495.879883
	Iteration 23Q: 3 clusters Score -917844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -917848.000000 Penalty: 4495.879883
	Iteration 24Q: 3 clusters Score -917848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -917851.000000 Penalty: 4495.879883
	Iteration 25Q: 3 clusters Score -917851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -917850.562500 Penalty: 4495.879883
	Iteration 26Q: 3 clusters Score -917850.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -917852.937500 Penalty: 4495.879883
	Iteration 27Q: 3 clusters Score -917852.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -917852.500000 Penalty: 4495.879883
	Iteration 28Q: 3 clusters Score -917852.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -917852.875000 Penalty: 4495.879883
	Iteration 29Q: 3 clusters Score -917852.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -917852.875000 Penalty: 4495.879883
	Iteration 30F: 3 clusters Score -917852.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (16978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Entering Unmasked Estep 
Score: -1828612.250000 Penalty: 2415.438965
	Iteration 0F: 2 clusters Score -1828612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1816492.500000 Penalty: 4830.877930
	Iteration 0F: 3 clusters Score -1816492 nChanged 7336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1820442.500000 Penalty: 4830.877930
	Iteration 1F: 3 clusters Score -1820442 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1820918.000000 Penalty: 4830.877930
	Iteration 2F: 3 clusters Score -1820918 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1821283.875000 Penalty: 4830.877930
	Iteration 3F: 3 clusters Score -1821284 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1821642.625000 Penalty: 4830.877930
	Iteration 4Q: 3 clusters Score -1821643 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1822004.500000 Penalty: 4830.877930
	Iteration 5Q: 3 clusters Score -1822004 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1822416.125000 Penalty: 4830.877930
	Iteration 6Q: 3 clusters Score -1822416 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1822928.000000 Penalty: 4830.877930
	Iteration 7Q: 3 clusters Score -1822928 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1823587.250000 Penalty: 4830.877930
	Iteration 8F: 3 clusters Score -1823587 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1824370.625000 Penalty: 4830.877930
	Iteration 9F: 3 clusters Score -1824371 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1825269.500000 Penalty: 4830.877930
	Iteration 10F: 3 clusters Score -1825270 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1826043.750000 Penalty: 4830.877930
	Iteration 11Q: 3 clusters Score -1826044 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1826573.625000 Penalty: 4830.877930
	Iteration 12Q: 3 clusters Score -1826574 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1826838.750000 Penalty: 4830.877930
	Iteration 13Q: 3 clusters Score -1826839 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1826980.250000 Penalty: 4830.877930
	Iteration 14Q: 3 clusters Score -1826980 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1827099.625000 Penalty: 4830.877930
	Iteration 15Q: 3 clusters Score -1827100 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1827215.625000 Penalty: 4830.877930
	Iteration 16Q: 3 clusters Score -1827216 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1827339.125000 Penalty: 4830.877930
	Iteration 17Q: 3 clusters Score -1827339 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1827434.625000 Penalty: 4830.877930
	Iteration 18Q: 3 clusters Score -1827435 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1827540.500000 Penalty: 4830.877930
	Iteration 19Q: 3 clusters Score -1827540 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1827617.000000 Penalty: 4830.877930
	Iteration 20F: 3 clusters Score -1827617 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1827662.875000 Penalty: 4830.877930
	Iteration 21Q: 3 clusters Score -1827663 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1827695.125000 Penalty: 4830.877930
	Iteration 22Q: 3 clusters Score -1827695 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1827713.750000 Penalty: 4830.877930
	Iteration 23Q: 3 clusters Score -1827714 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1827732.000000 Penalty: 4830.877930
	Iteration 24Q: 3 clusters Score -1827732 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1827738.000000 Penalty: 4830.877930
	Iteration 25Q: 3 clusters Score -1827738 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1827743.125000 Penalty: 4830.877930
	Iteration 26Q: 3 clusters Score -1827743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1827742.375000 Penalty: 4830.877930
	Iteration 27Q: 3 clusters Score -1827742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1827744.250000 Penalty: 4830.877930
	Iteration 28Q: 3 clusters Score -1827744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1827744.250000 Penalty: 4830.877930
	Iteration 29Q: 3 clusters Score -1827744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1827748.375000 Penalty: 4830.877930
	Iteration 30Q: 3 clusters Score -1827748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1827747.750000 Penalty: 4830.877930
	Iteration 31Q: 3 clusters Score -1827748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1827743.625000 Penalty: 4830.877930
	Iteration 32Q: 3 clusters Score -1827744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1827749.750000 Penalty: 4830.877930
	Iteration 33Q: 3 clusters Score -1827750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1827751.000000 Penalty: 4830.877930
	Iteration 34Q: 3 clusters Score -1827751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1827751.875000 Penalty: 4830.877930
	Iteration 35Q: 3 clusters Score -1827752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1827751.875000 Penalty: 4830.877930
	Iteration 36F: 3 clusters Score -1827752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (30681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Entering Unmasked Estep 
Score: -3310420.000000 Penalty: 2562.187012
	Iteration 0F: 2 clusters Score -3310420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -3289473.500000 Penalty: 5124.374023
	Iteration 0F: 3 clusters Score -3289474 nChanged 13818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -3296929.750000 Penalty: 5124.374023
	Iteration 1F: 3 clusters Score -3296930 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -3297462.250000 Penalty: 5124.374023
	Iteration 2Q: 3 clusters Score -3297462 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -3298127.500000 Penalty: 5124.374023
	Iteration 3Q: 3 clusters Score -3298128 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -3298960.000000 Penalty: 5124.374023
	Iteration 4F: 3 clusters Score -3298960 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -3300032.000000 Penalty: 5124.374023
	Iteration 5F: 3 clusters Score -3300032 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -3301278.000000 Penalty: 5124.374023
	Iteration 6F: 3 clusters Score -3301278 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -3302504.750000 Penalty: 5124.374023
	Iteration 7F: 3 clusters Score -3302505 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -3303487.250000 Penalty: 5124.374023
	Iteration 8F: 3 clusters Score -3303487 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -3304394.750000 Penalty: 5124.374023
	Iteration 9Q: 3 clusters Score -3304395 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -3305229.000000 Penalty: 5124.374023
	Iteration 10Q: 3 clusters Score -3305229 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -3306123.500000 Penalty: 5124.374023
	Iteration 11Q: 3 clusters Score -3306124 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -3307148.250000 Penalty: 5124.374023
	Iteration 12Q: 3 clusters Score -3307148 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -3307971.750000 Penalty: 5124.374023
	Iteration 13Q: 3 clusters Score -3307972 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -3308501.000000 Penalty: 5124.374023
	Iteration 14Q: 3 clusters Score -3308501 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -3308857.750000 Penalty: 5124.374023
	Iteration 15Q: 3 clusters Score -3308858 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -3309154.500000 Penalty: 5124.374023
	Iteration 16Q: 3 clusters Score -3309154 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -3309414.750000 Penalty: 5124.374023
	Iteration 17Q: 3 clusters Score -3309415 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -3309639.000000 Penalty: 5124.374023
	Iteration 18Q: 3 clusters Score -3309639 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -3309818.750000 Penalty: 5124.374023
	Iteration 19Q: 3 clusters Score -3309819 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -3309956.250000 Penalty: 5124.374023
	Iteration 20F: 3 clusters Score -3309956 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -3310067.250000 Penalty: 5124.374023
	Iteration 21Q: 3 clusters Score -3310067 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -3310147.250000 Penalty: 5124.374023
	Iteration 22Q: 3 clusters Score -3310147 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -3310198.750000 Penalty: 5124.374023
	Iteration 23Q: 3 clusters Score -3310199 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -3310237.750000 Penalty: 5124.374023
	Iteration 24Q: 3 clusters Score -3310238 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -3310262.000000 Penalty: 5124.374023
	Iteration 25Q: 3 clusters Score -3310262 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -3310287.750000 Penalty: 5124.374023
	Iteration 26Q: 3 clusters Score -3310288 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -3310297.000000 Penalty: 5124.374023
	Iteration 27Q: 3 clusters Score -3310297 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -3310310.000000 Penalty: 5124.374023
	Iteration 28Q: 3 clusters Score -3310310 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -3310309.250000 Penalty: 5124.374023
	Iteration 29Q: 3 clusters Score -3310309 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -3310318.500000 Penalty: 5124.374023
	Iteration 30Q: 3 clusters Score -3310318 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -3310327.000000 Penalty: 5124.374023
	Iteration 31Q: 3 clusters Score -3310327 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -3310330.500000 Penalty: 5124.374023
	Iteration 32Q: 3 clusters Score -3310330 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -3310329.500000 Penalty: 5124.374023
	Iteration 33Q: 3 clusters Score -3310330 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -3310330.500000 Penalty: 5124.374023
	Iteration 34Q: 3 clusters Score -3310330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -3310331.000000 Penalty: 5124.374023
	Iteration 35Q: 3 clusters Score -3310331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -3310333.000000 Penalty: 5124.374023
	Iteration 36Q: 3 clusters Score -3310333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -3310337.000000 Penalty: 5124.374023
	Iteration 37Q: 3 clusters Score -3310337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -3310333.750000 Penalty: 5124.374023
	Iteration 38Q: 3 clusters Score -3310334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -3310335.000000 Penalty: 5124.374023
	Iteration 39Q: 3 clusters Score -3310335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -3310337.000000 Penalty: 5124.374023
	Iteration 40F: 3 clusters Score -3310337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -3310337.250000 Penalty: 5124.374023
	Iteration 41Q: 3 clusters Score -3310337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -3310333.250000 Penalty: 5124.374023
	Iteration 42Q: 3 clusters Score -3310333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -3310343.000000 Penalty: 5124.374023
	Iteration 43Q: 3 clusters Score -3310343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -3310344.000000 Penalty: 5124.374023
	Iteration 44Q: 3 clusters Score -3310344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -3310345.750000 Penalty: 5124.374023
	Iteration 45Q: 3 clusters Score -3310346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -3310343.000000 Penalty: 5124.374023
	Iteration 46Q: 3 clusters Score -3310343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -3310344.750000 Penalty: 5124.374023
	Iteration 47Q: 3 clusters Score -3310345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -3310345.000000 Penalty: 5124.374023
	Iteration 48Q: 3 clusters Score -3310345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -3310347.500000 Penalty: 5124.374023
	Iteration 49Q: 3 clusters Score -3310348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -3310347.500000 Penalty: 5124.374023
	Iteration 50F: 3 clusters Score -3310348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (10779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Entering Unmasked Estep 
Score: -994567.187500 Penalty: 2302.768066
	Iteration 0F: 2 clusters Score -994567.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -986328.125000 Penalty: 4605.536133
	Iteration 0F: 3 clusters Score -986328.1 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -988867.562500 Penalty: 4605.536133
	Iteration 1F: 3 clusters Score -988867.6 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -989252.625000 Penalty: 4605.536133
	Iteration 2F: 3 clusters Score -989252.6 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -989616.125000 Penalty: 4605.536133
	Iteration 3F: 3 clusters Score -989616.1 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -989992.812500 Penalty: 4605.536133
	Iteration 4F: 3 clusters Score -989992.8 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -990398.812500 Penalty: 4605.536133
	Iteration 5F: 3 clusters Score -990398.8 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -990828.687500 Penalty: 4605.536133
	Iteration 6F: 3 clusters Score -990828.7 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -991198.437500 Penalty: 4605.536133
	Iteration 7F: 3 clusters Score -991198.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -991464.062500 Penalty: 4605.536133
	Iteration 8Q: 3 clusters Score -991464.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -991644.937500 Penalty: 4605.536133
	Iteration 9Q: 3 clusters Score -991644.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -991762.125000 Penalty: 4605.536133
	Iteration 10Q: 3 clusters Score -991762.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -991837.625000 Penalty: 4605.536133
	Iteration 11Q: 3 clusters Score -991837.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -991885.000000 Penalty: 4605.536133
	Iteration 12Q: 3 clusters Score -991885 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -991915.687500 Penalty: 4605.536133
	Iteration 13Q: 3 clusters Score -991915.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -991935.000000 Penalty: 4605.536133
	Iteration 14Q: 3 clusters Score -991935 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -991953.375000 Penalty: 4605.536133
	Iteration 15Q: 3 clusters Score -991953.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -991970.687500 Penalty: 4605.536133
	Iteration 16Q: 3 clusters Score -991970.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -991980.562500 Penalty: 4605.536133
	Iteration 17Q: 3 clusters Score -991980.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -991993.750000 Penalty: 4605.536133
	Iteration 18Q: 3 clusters Score -991993.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -992005.437500 Penalty: 4605.536133
	Iteration 19Q: 3 clusters Score -992005.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -992020.437500 Penalty: 4605.536133
	Iteration 20F: 3 clusters Score -992020.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -992034.937500 Penalty: 4605.536133
	Iteration 21Q: 3 clusters Score -992034.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -992057.250000 Penalty: 4605.536133
	Iteration 22Q: 3 clusters Score -992057.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -992073.125000 Penalty: 4605.536133
	Iteration 23Q: 3 clusters Score -992073.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -992087.500000 Penalty: 4605.536133
	Iteration 24Q: 3 clusters Score -992087.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -992096.750000 Penalty: 4605.536133
	Iteration 25Q: 3 clusters Score -992096.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -992107.125000 Penalty: 4605.536133
	Iteration 26Q: 3 clusters Score -992107.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -992115.000000 Penalty: 4605.536133
	Iteration 27Q: 3 clusters Score -992115 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -992123.625000 Penalty: 4605.536133
	Iteration 28Q: 3 clusters Score -992123.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -992126.875000 Penalty: 4605.536133
	Iteration 29Q: 3 clusters Score -992126.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -992130.750000 Penalty: 4605.536133
	Iteration 30Q: 3 clusters Score -992130.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -992131.562500 Penalty: 4605.536133
	Iteration 31Q: 3 clusters Score -992131.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -992134.562500 Penalty: 4605.536133
	Iteration 32Q: 3 clusters Score -992134.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -992141.125000 Penalty: 4605.536133
	Iteration 33Q: 3 clusters Score -992141.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -992141.062500 Penalty: 4605.536133
	Iteration 34Q: 3 clusters Score -992141.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -992141.500000 Penalty: 4605.536133
	Iteration 35Q: 3 clusters Score -992141.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -992144.312500 Penalty: 4605.536133
	Iteration 36Q: 3 clusters Score -992144.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -992147.437500 Penalty: 4605.536133
	Iteration 37Q: 3 clusters Score -992147.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -992148.562500 Penalty: 4605.536133
	Iteration 38Q: 3 clusters Score -992148.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -992150.500000 Penalty: 4605.536133
	Iteration 39Q: 3 clusters Score -992150.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -992152.062500 Penalty: 4605.536133
	Iteration 40F: 3 clusters Score -992152.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -992152.250000 Penalty: 4605.536133
	Iteration 41Q: 3 clusters Score -992152.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -992152.562500 Penalty: 4605.536133
	Iteration 42Q: 3 clusters Score -992152.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -992153.187500 Penalty: 4605.536133
	Iteration 43Q: 3 clusters Score -992153.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -992155.625000 Penalty: 4605.536133
	Iteration 44Q: 3 clusters Score -992155.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -992156.562500 Penalty: 4605.536133
	Iteration 45Q: 3 clusters Score -992156.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -992158.375000 Penalty: 4605.536133
	Iteration 46Q: 3 clusters Score -992158.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -992156.750000 Penalty: 4605.536133
	Iteration 47Q: 3 clusters Score -992156.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -992157.250000 Penalty: 4605.536133
	Iteration 48Q: 3 clusters Score -992157.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -992159.062500 Penalty: 4605.536133
	Iteration 49Q: 3 clusters Score -992159.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -992159.187500 Penalty: 4605.536133
	Iteration 50Q: 3 clusters Score -992159.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -992158.687500 Penalty: 4605.536133
	Iteration 51Q: 3 clusters Score -992158.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -992160.625000 Penalty: 4605.536133
	Iteration 52Q: 3 clusters Score -992160.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -992161.812500 Penalty: 4605.536133
	Iteration 53Q: 3 clusters Score -992161.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -992161.812500 Penalty: 4605.536133
	Iteration 54F: 3 clusters Score -992161.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (3524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Entering Unmasked Estep 
Score: -305574.968750 Penalty: 2025.503174
	Iteration 0F: 2 clusters Score -305575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -301955.000000 Penalty: 4051.006348
	Iteration 0F: 3 clusters Score -301955 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -302964.437500 Penalty: 4051.006348
	Iteration 1F: 3 clusters Score -302964.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -303376.156250 Penalty: 4051.006348
	Iteration 2F: 3 clusters Score -303376.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -303663.937500 Penalty: 4051.006348
	Iteration 3F: 3 clusters Score -303663.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -303876.531250 Penalty: 4051.006348
	Iteration 4F: 3 clusters Score -303876.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -304028.812500 Penalty: 4051.006348
	Iteration 5Q: 3 clusters Score -304028.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -304142.593750 Penalty: 4051.006348
	Iteration 6Q: 3 clusters Score -304142.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -304239.843750 Penalty: 4051.006348
	Iteration 7Q: 3 clusters Score -304239.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -304323.531250 Penalty: 4051.006348
	Iteration 8Q: 3 clusters Score -304323.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -304405.062500 Penalty: 4051.006348
	Iteration 9Q: 3 clusters Score -304405.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -304474.718750 Penalty: 4051.006348
	Iteration 10Q: 3 clusters Score -304474.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -304528.062500 Penalty: 4051.006348
	Iteration 11Q: 3 clusters Score -304528.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -304568.093750 Penalty: 4051.006348
	Iteration 12Q: 3 clusters Score -304568.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -304587.125000 Penalty: 4051.006348
	Iteration 13Q: 3 clusters Score -304587.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -304601.562500 Penalty: 4051.006348
	Iteration 14Q: 3 clusters Score -304601.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -304616.156250 Penalty: 4051.006348
	Iteration 15Q: 3 clusters Score -304616.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -304630.687500 Penalty: 4051.006348
	Iteration 16Q: 3 clusters Score -304630.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -304642.218750 Penalty: 4051.006348
	Iteration 17Q: 3 clusters Score -304642.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -304649.093750 Penalty: 4051.006348
	Iteration 18Q: 3 clusters Score -304649.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -304652.781250 Penalty: 4051.006348
	Iteration 19Q: 3 clusters Score -304652.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -304654.562500 Penalty: 4051.006348
	Iteration 20F: 3 clusters Score -304654.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -304655.812500 Penalty: 4051.006348
	Iteration 21Q: 3 clusters Score -304655.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -304655.812500 Penalty: 4051.006348
	Iteration 22F: 3 clusters Score -304655.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (5216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Entering Unmasked Estep 
Score: -551320.062500 Penalty: 2122.752686
	Iteration 0F: 2 clusters Score -551320.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -546680.625000 Penalty: 4245.505371
	Iteration 0F: 3 clusters Score -546680.6 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -547878.937500 Penalty: 4245.505371
	Iteration 1F: 3 clusters Score -547878.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -548234.000000 Penalty: 4245.505371
	Iteration 2F: 3 clusters Score -548234 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -548592.187500 Penalty: 4245.505371
	Iteration 3F: 3 clusters Score -548592.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -548924.812500 Penalty: 4245.505371
	Iteration 4F: 3 clusters Score -548924.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -549310.937500 Penalty: 4245.505371
	Iteration 5F: 3 clusters Score -549310.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -549773.500000 Penalty: 4245.505371
	Iteration 6F: 3 clusters Score -549773.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -550370.437500 Penalty: 4245.505371
	Iteration 7F: 3 clusters Score -550370.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -551276.125000 Penalty: 4245.505371
	Iteration 8F: 3 clusters Score -551276.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -552292.000000 Penalty: 4245.505371
	Iteration 9F: 3 clusters Score -552292 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -552778.937500 Penalty: 4245.505371
	Iteration 10Q: 3 clusters Score -552778.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -552889.187500 Penalty: 4245.505371
	Iteration 11Q: 3 clusters Score -552889.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -552912.312500 Penalty: 4245.505371
	Iteration 12Q: 3 clusters Score -552912.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -552918.000000 Penalty: 4245.505371
	Iteration 13Q: 3 clusters Score -552918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -552920.250000 Penalty: 4245.505371
	Iteration 14Q: 3 clusters Score -552920.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -552920.375000 Penalty: 4245.505371
	Iteration 15Q: 3 clusters Score -552920.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -552921.312500 Penalty: 4245.505371
	Iteration 16Q: 3 clusters Score -552921.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -552921.312500 Penalty: 4245.505371
	Iteration 17F: 3 clusters Score -552921.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 18231 members 
Mstep: Class 3 contains 2185 members 
Mstep: Class 4 contains 104178 members 
Mstep: Class 5 contains 29844 members 
Mstep: Class 6 contains 13832 members 
Mstep: Class 7 contains 7533 members 
Mstep: Class 8 contains 184573 members 
Mstep: Class 9 contains 14645 members 
Mstep: Class 10 contains 7261 members 
Mstep: Class 11 contains 16772 members 
Mstep: Class 12 contains 7024 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 75615 members 
Mstep: Class 15 contains 2508 members 
Mstep: Class 16 contains 13503 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37498 members 
Mstep: Class 20 contains 2008 members 
Mstep: Class 21 contains 135120 members 
Mstep: Class 22 contains 3331 members 
Mstep: Class 23 contains 12927 members 
Mstep: Class 24 contains 2938 members 
Mstep: Class 25 contains 8062 members 
Mstep: Class 26 contains 3974 members 
Mstep: Class 27 contains 5135 members 
Mstep: Class 28 contains 25310 members 
Mstep: Class 29 contains 5550 members 
Mstep: Class 30 contains 1450 members 
Mstep: Class 31 contains 19809 members 
Mstep: Class 32 contains 3160 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 146951 members 
Mstep: Class 35 contains 25105 members 
Mstep: Class 36 contains 2070 members 
Mstep: Class 37 contains 42827 members 
Mstep: Class 38 contains 27178 members 
Mstep: Class 39 contains 3214 members 
Mstep: Class 40 contains 1372 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3073 members 
Mstep: Class 43 contains 5795 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8641 members 
Mstep: Class 46 contains 16978 members 
Mstep: Class 47 contains 30681 members 
Mstep: Class 48 contains 10779 members 
Mstep: Class 49 contains 3524 members 
Mstep: Class 50 contains 2056 members 
Mstep: Class 51 contains 1642 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
Score: -115167056.000000 Penalty: 179445.484375
Splitting cluster 50 changes total score from -115166744.000000 to -115167056.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 51 (1642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Entering Unmasked Estep 
Score: -172988.531250 Penalty: 1836.110229
	Iteration 0F: 2 clusters Score -172988.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -170593.765625 Penalty: 3672.220459
	Iteration 0F: 3 clusters Score -170593.8 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -170992.625000 Penalty: 3672.220459
	Iteration 1F: 3 clusters Score -170992.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -171095.203125 Penalty: 3672.220459
	Iteration 2F: 3 clusters Score -171095.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -171149.203125 Penalty: 3672.220459
	Iteration 3Q: 3 clusters Score -171149.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -171190.953125 Penalty: 3672.220459
	Iteration 4Q: 3 clusters Score -171191 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -171215.218750 Penalty: 3672.220459
	Iteration 5Q: 3 clusters Score -171215.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -171225.640625 Penalty: 3672.220459
	Iteration 6Q: 3 clusters Score -171225.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -171236.375000 Penalty: 3672.220459
	Iteration 7Q: 3 clusters Score -171236.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -171243.687500 Penalty: 3672.220459
	Iteration 8Q: 3 clusters Score -171243.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -171248.812500 Penalty: 3672.220459
	Iteration 9Q: 3 clusters Score -171248.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -171253.453125 Penalty: 3672.220459
	Iteration 10Q: 3 clusters Score -171253.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -171256.421875 Penalty: 3672.220459
	Iteration 11Q: 3 clusters Score -171256.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -171258.328125 Penalty: 3672.220459
	Iteration 12Q: 3 clusters Score -171258.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -171260.593750 Penalty: 3672.220459
	Iteration 13Q: 3 clusters Score -171260.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -171262.890625 Penalty: 3672.220459
	Iteration 14Q: 3 clusters Score -171262.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -171263.687500 Penalty: 3672.220459
	Iteration 15Q: 3 clusters Score -171263.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -171265.109375 Penalty: 3672.220459
	Iteration 16Q: 3 clusters Score -171265.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -171266.906250 Penalty: 3672.220459
	Iteration 17Q: 3 clusters Score -171266.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -171269.765625 Penalty: 3672.220459
	Iteration 18Q: 3 clusters Score -171269.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -171270.234375 Penalty: 3672.220459
	Iteration 19Q: 3 clusters Score -171270.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -171270.234375 Penalty: 3672.220459
	Iteration 20F: 3 clusters Score -171270.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (1094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Entering Unmasked Estep 
Score: -110945.117188 Penalty: 1735.403809
	Iteration 0F: 2 clusters Score -110945.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -108983.046875 Penalty: 3470.807617
	Iteration 0F: 3 clusters Score -108983 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -109347.632812 Penalty: 3470.807617
	Iteration 1F: 3 clusters Score -109347.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -109502.632812 Penalty: 3470.807617
	Iteration 2F: 3 clusters Score -109502.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -109658.789062 Penalty: 3470.807617
	Iteration 3F: 3 clusters Score -109658.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -109767.375000 Penalty: 3470.807617
	Iteration 4Q: 3 clusters Score -109767.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -109849.570312 Penalty: 3470.807617
	Iteration 5Q: 3 clusters Score -109849.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -109900.148438 Penalty: 3470.807617
	Iteration 6Q: 3 clusters Score -109900.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -109935.828125 Penalty: 3470.807617
	Iteration 7Q: 3 clusters Score -109935.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -109954.390625 Penalty: 3470.807617
	Iteration 8Q: 3 clusters Score -109954.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -109970.390625 Penalty: 3470.807617
	Iteration 9Q: 3 clusters Score -109970.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -109989.734375 Penalty: 3470.807617
	Iteration 10Q: 3 clusters Score -109989.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -110011.710938 Penalty: 3470.807617
	Iteration 11Q: 3 clusters Score -110011.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -110026.234375 Penalty: 3470.807617
	Iteration 12Q: 3 clusters Score -110026.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -110038.507812 Penalty: 3470.807617
	Iteration 13Q: 3 clusters Score -110038.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -110043.179688 Penalty: 3470.807617
	Iteration 14Q: 3 clusters Score -110043.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -110045.437500 Penalty: 3470.807617
	Iteration 15Q: 3 clusters Score -110045.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -110049.125000 Penalty: 3470.807617
	Iteration 16Q: 3 clusters Score -110049.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -110051.945312 Penalty: 3470.807617
	Iteration 17Q: 3 clusters Score -110051.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -110054.671875 Penalty: 3470.807617
	Iteration 18Q: 3 clusters Score -110054.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -110058.429688 Penalty: 3470.807617
	Iteration 19Q: 3 clusters Score -110058.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -110064.937500 Penalty: 3470.807617
	Iteration 20F: 3 clusters Score -110064.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -110074.398438 Penalty: 3470.807617
	Iteration 21Q: 3 clusters Score -110074.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -110086.726562 Penalty: 3470.807617
	Iteration 22Q: 3 clusters Score -110086.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -110094.992188 Penalty: 3470.807617
	Iteration 23Q: 3 clusters Score -110095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -110101.632812 Penalty: 3470.807617
	Iteration 24Q: 3 clusters Score -110101.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -110110.398438 Penalty: 3470.807617
	Iteration 25Q: 3 clusters Score -110110.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -110119.039062 Penalty: 3470.807617
	Iteration 26Q: 3 clusters Score -110119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -110134.554688 Penalty: 3470.807617
	Iteration 27Q: 3 clusters Score -110134.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -110172.992188 Penalty: 3470.807617
	Iteration 28Q: 3 clusters Score -110173 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -110254.929688 Penalty: 3470.807617
	Iteration 29Q: 3 clusters Score -110254.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -110337.242188 Penalty: 3470.807617
	Iteration 30Q: 3 clusters Score -110337.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -110409.632812 Penalty: 3470.807617
	Iteration 31Q: 3 clusters Score -110409.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -110480.132812 Penalty: 3470.807617
	Iteration 32Q: 3 clusters Score -110480.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -110552.695312 Penalty: 3470.807617
	Iteration 33Q: 3 clusters Score -110552.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -110592.070312 Penalty: 3470.807617
	Iteration 34Q: 3 clusters Score -110592.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -110643.625000 Penalty: 3470.807617
	Iteration 35Q: 3 clusters Score -110643.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -110662.062500 Penalty: 3470.807617
	Iteration 36Q: 3 clusters Score -110662.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -110693.328125 Penalty: 3470.807617
	Iteration 37Q: 3 clusters Score -110693.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -110728.437500 Penalty: 3470.807617
	Iteration 38Q: 3 clusters Score -110728.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -110733.023438 Penalty: 3470.807617
	Iteration 39Q: 3 clusters Score -110733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -110733.023438 Penalty: 3470.807617
	Iteration 40F: 3 clusters Score -110733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 18231 members 
Mstep: Class 3 contains 2185 members 
Mstep: Class 4 contains 104178 members 
Mstep: Class 5 contains 29844 members 
Mstep: Class 6 contains 13832 members 
Mstep: Class 7 contains 7533 members 
Mstep: Class 8 contains 184573 members 
Mstep: Class 9 contains 14645 members 
Mstep: Class 10 contains 7261 members 
Mstep: Class 11 contains 16772 members 
Mstep: Class 12 contains 7024 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 75615 members 
Mstep: Class 15 contains 2508 members 
Mstep: Class 16 contains 13503 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37498 members 
Mstep: Class 20 contains 2008 members 
Mstep: Class 21 contains 135120 members 
Mstep: Class 22 contains 3331 members 
Mstep: Class 23 contains 12927 members 
Mstep: Class 24 contains 2938 members 
Mstep: Class 25 contains 8062 members 
Mstep: Class 26 contains 3974 members 
Mstep: Class 27 contains 5135 members 
Mstep: Class 28 contains 25310 members 
Mstep: Class 29 contains 5550 members 
Mstep: Class 30 contains 1450 members 
Mstep: Class 31 contains 19809 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 146951 members 
Mstep: Class 35 contains 25105 members 
Mstep: Class 36 contains 2070 members 
Mstep: Class 37 contains 42827 members 
Mstep: Class 38 contains 27178 members 
Mstep: Class 39 contains 3214 members 
Mstep: Class 40 contains 1372 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3073 members 
Mstep: Class 43 contains 5795 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8641 members 
Mstep: Class 46 contains 16978 members 
Mstep: Class 47 contains 30681 members 
Mstep: Class 48 contains 10779 members 
Mstep: Class 49 contains 3524 members 
Mstep: Class 50 contains 2056 members 
Mstep: Class 51 contains 1642 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115167584.000000 Penalty: 179445.484375
Iteration 119Q: 53 clusters Score -1.151676e+08 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 18256 members 
Mstep: Class 3 contains 2172 members 
Mstep: Class 4 contains 104133 members 
Mstep: Class 5 contains 30059 members 
Mstep: Class 6 contains 13833 members 
Mstep: Class 7 contains 7536 members 
Mstep: Class 8 contains 184546 members 
Mstep: Class 9 contains 14662 members 
Mstep: Class 10 contains 7264 members 
Mstep: Class 11 contains 16830 members 
Mstep: Class 12 contains 7025 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 75597 members 
Mstep: Class 15 contains 2501 members 
Mstep: Class 16 contains 13515 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37513 members 
Mstep: Class 20 contains 2008 members 
Mstep: Class 21 contains 135156 members 
Mstep: Class 22 contains 3331 members 
Mstep: Class 23 contains 12930 members 
Mstep: Class 24 contains 2935 members 
Mstep: Class 25 contains 8062 members 
Mstep: Class 26 contains 3975 members 
Mstep: Class 27 contains 5215 members 
Mstep: Class 28 contains 25307 members 
Mstep: Class 29 contains 5563 members 
Mstep: Class 30 contains 1452 members 
Mstep: Class 31 contains 19824 members 
Mstep: Class 32 contains 3074 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 146904 members 
Mstep: Class 35 contains 25119 members 
Mstep: Class 36 contains 1954 members 
Mstep: Class 37 contains 42591 members 
Mstep: Class 38 contains 27186 members 
Mstep: Class 39 contains 3218 members 
Mstep: Class 40 contains 1373 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5795 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8667 members 
Mstep: Class 46 contains 16968 members 
Mstep: Class 47 contains 30672 members 
Mstep: Class 48 contains 10816 members 
Mstep: Class 49 contains 3545 members 
Mstep: Class 50 contains 2066 members 
Mstep: Class 51 contains 1642 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115168376.000000 Penalty: 179445.484375
Iteration 120F: 53 clusters Score -1.151684e+08 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 18275 members 
Mstep: Class 3 contains 2164 members 
Mstep: Class 4 contains 104080 members 
Mstep: Class 5 contains 30281 members 
Mstep: Class 6 contains 13828 members 
Mstep: Class 7 contains 7541 members 
Mstep: Class 8 contains 184524 members 
Mstep: Class 9 contains 14683 members 
Mstep: Class 10 contains 7265 members 
Mstep: Class 11 contains 16793 members 
Mstep: Class 12 contains 7025 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 75585 members 
Mstep: Class 15 contains 2498 members 
Mstep: Class 16 contains 13532 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37523 members 
Mstep: Class 20 contains 2010 members 
Mstep: Class 21 contains 135196 members 
Mstep: Class 22 contains 3332 members 
Mstep: Class 23 contains 12934 members 
Mstep: Class 24 contains 2931 members 
Mstep: Class 25 contains 8062 members 
Mstep: Class 26 contains 3975 members 
Mstep: Class 27 contains 5325 members 
Mstep: Class 28 contains 25307 members 
Mstep: Class 29 contains 5559 members 
Mstep: Class 30 contains 1456 members 
Mstep: Class 31 contains 19834 members 
Mstep: Class 32 contains 3140 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 146866 members 
Mstep: Class 35 contains 25130 members 
Mstep: Class 36 contains 1818 members 
Mstep: Class 37 contains 42349 members 
Mstep: Class 38 contains 27184 members 
Mstep: Class 39 contains 3223 members 
Mstep: Class 40 contains 1373 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3074 members 
Mstep: Class 43 contains 5793 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8672 members 
Mstep: Class 46 contains 16949 members 
Mstep: Class 47 contains 30659 members 
Mstep: Class 48 contains 10860 members 
Mstep: Class 49 contains 3554 members 
Mstep: Class 50 contains 2068 members 
Mstep: Class 51 contains 1642 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115169000.000000 Penalty: 179445.484375
Iteration 121Q: 53 clusters Score -1.15169e+08 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 18292 members 
Mstep: Class 3 contains 2154 members 
Mstep: Class 4 contains 104043 members 
Mstep: Class 5 contains 30503 members 
Mstep: Class 6 contains 13823 members 
Mstep: Class 7 contains 7544 members 
Mstep: Class 8 contains 184504 members 
Mstep: Class 9 contains 14723 members 
Mstep: Class 10 contains 7260 members 
Mstep: Class 11 contains 16805 members 
Mstep: Class 12 contains 7021 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 75571 members 
Mstep: Class 15 contains 2498 members 
Mstep: Class 16 contains 13547 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37539 members 
Mstep: Class 20 contains 2010 members 
Mstep: Class 21 contains 135217 members 
Mstep: Class 22 contains 3327 members 
Mstep: Class 23 contains 12938 members 
Mstep: Class 24 contains 2929 members 
Mstep: Class 25 contains 8066 members 
Mstep: Class 26 contains 3984 members 
Mstep: Class 27 contains 5287 members 
Mstep: Class 28 contains 25308 members 
Mstep: Class 29 contains 5563 members 
Mstep: Class 30 contains 1455 members 
Mstep: Class 31 contains 19844 members 
Mstep: Class 32 contains 3163 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 146837 members 
Mstep: Class 35 contains 25143 members 
Mstep: Class 36 contains 1816 members 
Mstep: Class 37 contains 42091 members 
Mstep: Class 38 contains 27180 members 
Mstep: Class 39 contains 3225 members 
Mstep: Class 40 contains 1374 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3074 members 
Mstep: Class 43 contains 5793 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8679 members 
Mstep: Class 46 contains 16930 members 
Mstep: Class 47 contains 30651 members 
Mstep: Class 48 contains 10936 members 
Mstep: Class 49 contains 3560 members 
Mstep: Class 50 contains 2069 members 
Mstep: Class 51 contains 1642 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115170072.000000 Penalty: 179445.484375
Iteration 122Q: 53 clusters Score -1.151701e+08 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 18315 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 104001 members 
Mstep: Class 5 contains 30750 members 
Mstep: Class 6 contains 13820 members 
Mstep: Class 7 contains 7545 members 
Mstep: Class 8 contains 184461 members 
Mstep: Class 9 contains 14779 members 
Mstep: Class 10 contains 7263 members 
Mstep: Class 11 contains 16839 members 
Mstep: Class 12 contains 7015 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 75559 members 
Mstep: Class 15 contains 2499 members 
Mstep: Class 16 contains 13551 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37549 members 
Mstep: Class 20 contains 2010 members 
Mstep: Class 21 contains 135281 members 
Mstep: Class 22 contains 3325 members 
Mstep: Class 23 contains 12941 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8068 members 
Mstep: Class 26 contains 3989 members 
Mstep: Class 27 contains 5194 members 
Mstep: Class 28 contains 25313 members 
Mstep: Class 29 contains 5580 members 
Mstep: Class 30 contains 1454 members 
Mstep: Class 31 contains 19867 members 
Mstep: Class 32 contains 3176 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 146788 members 
Mstep: Class 35 contains 25169 members 
Mstep: Class 36 contains 1884 members 
Mstep: Class 37 contains 41807 members 
Mstep: Class 38 contains 27173 members 
Mstep: Class 39 contains 3226 members 
Mstep: Class 40 contains 1377 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3074 members 
Mstep: Class 43 contains 5793 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8685 members 
Mstep: Class 46 contains 16909 members 
Mstep: Class 47 contains 30641 members 
Mstep: Class 48 contains 10996 members 
Mstep: Class 49 contains 3543 members 
Mstep: Class 50 contains 2068 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115170464.000000 Penalty: 179445.484375
Iteration 123Q: 53 clusters Score -1.151705e+08 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 18332 members 
Mstep: Class 3 contains 2121 members 
Mstep: Class 4 contains 103956 members 
Mstep: Class 5 contains 30976 members 
Mstep: Class 6 contains 13817 members 
Mstep: Class 7 contains 7546 members 
Mstep: Class 8 contains 184441 members 
Mstep: Class 9 contains 14810 members 
Mstep: Class 10 contains 7267 members 
Mstep: Class 11 contains 16882 members 
Mstep: Class 12 contains 7013 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 75545 members 
Mstep: Class 15 contains 2498 members 
Mstep: Class 16 contains 13548 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37556 members 
Mstep: Class 20 contains 2009 members 
Mstep: Class 21 contains 135327 members 
Mstep: Class 22 contains 3324 members 
Mstep: Class 23 contains 12942 members 
Mstep: Class 24 contains 2929 members 
Mstep: Class 25 contains 8069 members 
Mstep: Class 26 contains 3993 members 
Mstep: Class 27 contains 5104 members 
Mstep: Class 28 contains 25317 members 
Mstep: Class 29 contains 5597 members 
Mstep: Class 30 contains 1454 members 
Mstep: Class 31 contains 19889 members 
Mstep: Class 32 contains 3188 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 146752 members 
Mstep: Class 35 contains 25185 members 
Mstep: Class 36 contains 1951 members 
Mstep: Class 37 contains 41547 members 
Mstep: Class 38 contains 27169 members 
Mstep: Class 39 contains 3231 members 
Mstep: Class 40 contains 1379 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3074 members 
Mstep: Class 43 contains 5793 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8690 members 
Mstep: Class 46 contains 16883 members 
Mstep: Class 47 contains 30631 members 
Mstep: Class 48 contains 11054 members 
Mstep: Class 49 contains 3538 members 
Mstep: Class 50 contains 2066 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115170560.000000 Penalty: 179445.484375
Iteration 124Q: 53 clusters Score -1.151706e+08 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 18371 members 
Mstep: Class 3 contains 2107 members 
Mstep: Class 4 contains 103916 members 
Mstep: Class 5 contains 31180 members 
Mstep: Class 6 contains 13815 members 
Mstep: Class 7 contains 7547 members 
Mstep: Class 8 contains 184419 members 
Mstep: Class 9 contains 14835 members 
Mstep: Class 10 contains 7276 members 
Mstep: Class 11 contains 16922 members 
Mstep: Class 12 contains 7016 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 75533 members 
Mstep: Class 15 contains 2497 members 
Mstep: Class 16 contains 13553 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37559 members 
Mstep: Class 20 contains 2009 members 
Mstep: Class 21 contains 135349 members 
Mstep: Class 22 contains 3322 members 
Mstep: Class 23 contains 12946 members 
Mstep: Class 24 contains 2930 members 
Mstep: Class 25 contains 8069 members 
Mstep: Class 26 contains 3992 members 
Mstep: Class 27 contains 5030 members 
Mstep: Class 28 contains 25318 members 
Mstep: Class 29 contains 5614 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 19911 members 
Mstep: Class 32 contains 3200 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 146716 members 
Mstep: Class 35 contains 25213 members 
Mstep: Class 36 contains 2012 members 
Mstep: Class 37 contains 41290 members 
Mstep: Class 38 contains 27169 members 
Mstep: Class 39 contains 3234 members 
Mstep: Class 40 contains 1380 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3074 members 
Mstep: Class 43 contains 5793 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8689 members 
Mstep: Class 46 contains 16853 members 
Mstep: Class 47 contains 30628 members 
Mstep: Class 48 contains 11101 members 
Mstep: Class 49 contains 3540 members 
Mstep: Class 50 contains 2064 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115170960.000000 Penalty: 179445.484375
Iteration 125Q: 53 clusters Score -1.15171e+08 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 18409 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 103884 members 
Mstep: Class 5 contains 31371 members 
Mstep: Class 6 contains 13812 members 
Mstep: Class 7 contains 7549 members 
Mstep: Class 8 contains 184402 members 
Mstep: Class 9 contains 14861 members 
Mstep: Class 10 contains 7280 members 
Mstep: Class 11 contains 16964 members 
Mstep: Class 12 contains 7011 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 75519 members 
Mstep: Class 15 contains 2497 members 
Mstep: Class 16 contains 13558 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37572 members 
Mstep: Class 20 contains 2010 members 
Mstep: Class 21 contains 135399 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 12948 members 
Mstep: Class 24 contains 2929 members 
Mstep: Class 25 contains 8068 members 
Mstep: Class 26 contains 3989 members 
Mstep: Class 27 contains 4950 members 
Mstep: Class 28 contains 25321 members 
Mstep: Class 29 contains 5630 members 
Mstep: Class 30 contains 1452 members 
Mstep: Class 31 contains 19933 members 
Mstep: Class 32 contains 3210 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 146677 members 
Mstep: Class 35 contains 25235 members 
Mstep: Class 36 contains 2056 members 
Mstep: Class 37 contains 41020 members 
Mstep: Class 38 contains 27172 members 
Mstep: Class 39 contains 3237 members 
Mstep: Class 40 contains 1380 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3074 members 
Mstep: Class 43 contains 5793 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8688 members 
Mstep: Class 46 contains 16825 members 
Mstep: Class 47 contains 30632 members 
Mstep: Class 48 contains 11143 members 
Mstep: Class 49 contains 3551 members 
Mstep: Class 50 contains 2063 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115171200.000000 Penalty: 179445.484375
Iteration 126Q: 53 clusters Score -1.151712e+08 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 18453 members 
Mstep: Class 3 contains 2091 members 
Mstep: Class 4 contains 103852 members 
Mstep: Class 5 contains 31555 members 
Mstep: Class 6 contains 13811 members 
Mstep: Class 7 contains 7551 members 
Mstep: Class 8 contains 184372 members 
Mstep: Class 9 contains 14877 members 
Mstep: Class 10 contains 7284 members 
Mstep: Class 11 contains 17005 members 
Mstep: Class 12 contains 7003 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 75505 members 
Mstep: Class 15 contains 2497 members 
Mstep: Class 16 contains 13558 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37580 members 
Mstep: Class 20 contains 2010 members 
Mstep: Class 21 contains 135438 members 
Mstep: Class 22 contains 3315 members 
Mstep: Class 23 contains 12948 members 
Mstep: Class 24 contains 2930 members 
Mstep: Class 25 contains 8067 members 
Mstep: Class 26 contains 3988 members 
Mstep: Class 27 contains 4885 members 
Mstep: Class 28 contains 25321 members 
Mstep: Class 29 contains 5645 members 
Mstep: Class 30 contains 1452 members 
Mstep: Class 31 contains 19954 members 
Mstep: Class 32 contains 3217 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 146644 members 
Mstep: Class 35 contains 25255 members 
Mstep: Class 36 contains 2095 members 
Mstep: Class 37 contains 40787 members 
Mstep: Class 38 contains 27169 members 
Mstep: Class 39 contains 3237 members 
Mstep: Class 40 contains 1382 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3075 members 
Mstep: Class 43 contains 5793 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8683 members 
Mstep: Class 46 contains 16813 members 
Mstep: Class 47 contains 30632 members 
Mstep: Class 48 contains 11180 members 
Mstep: Class 49 contains 3554 members 
Mstep: Class 50 contains 2063 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115171344.000000 Penalty: 179445.484375
Iteration 127Q: 53 clusters Score -1.151713e+08 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 18485 members 
Mstep: Class 3 contains 2083 members 
Mstep: Class 4 contains 103821 members 
Mstep: Class 5 contains 31732 members 
Mstep: Class 6 contains 13811 members 
Mstep: Class 7 contains 7551 members 
Mstep: Class 8 contains 184343 members 
Mstep: Class 9 contains 14904 members 
Mstep: Class 10 contains 7292 members 
Mstep: Class 11 contains 17045 members 
Mstep: Class 12 contains 6995 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 75492 members 
Mstep: Class 15 contains 2497 members 
Mstep: Class 16 contains 13565 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37587 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 135513 members 
Mstep: Class 22 contains 3313 members 
Mstep: Class 23 contains 12948 members 
Mstep: Class 24 contains 2929 members 
Mstep: Class 25 contains 8066 members 
Mstep: Class 26 contains 3987 members 
Mstep: Class 27 contains 4823 members 
Mstep: Class 28 contains 25326 members 
Mstep: Class 29 contains 5665 members 
Mstep: Class 30 contains 1452 members 
Mstep: Class 31 contains 19973 members 
Mstep: Class 32 contains 3220 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 146596 members 
Mstep: Class 35 contains 25286 members 
Mstep: Class 36 contains 2134 members 
Mstep: Class 37 contains 40537 members 
Mstep: Class 38 contains 27161 members 
Mstep: Class 39 contains 3236 members 
Mstep: Class 40 contains 1386 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3075 members 
Mstep: Class 43 contains 5793 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8675 members 
Mstep: Class 46 contains 16792 members 
Mstep: Class 47 contains 30626 members 
Mstep: Class 48 contains 11220 members 
Mstep: Class 49 contains 3551 members 
Mstep: Class 50 contains 2063 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115171512.000000 Penalty: 179445.484375
Iteration 128Q: 53 clusters Score -1.151715e+08 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 18507 members 
Mstep: Class 3 contains 2075 members 
Mstep: Class 4 contains 103799 members 
Mstep: Class 5 contains 31888 members 
Mstep: Class 6 contains 13807 members 
Mstep: Class 7 contains 7552 members 
Mstep: Class 8 contains 184310 members 
Mstep: Class 9 contains 14929 members 
Mstep: Class 10 contains 7290 members 
Mstep: Class 11 contains 17087 members 
Mstep: Class 12 contains 6995 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 75473 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13569 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37585 members 
Mstep: Class 20 contains 2013 members 
Mstep: Class 21 contains 135586 members 
Mstep: Class 22 contains 3314 members 
Mstep: Class 23 contains 12950 members 
Mstep: Class 24 contains 2929 members 
Mstep: Class 25 contains 8067 members 
Mstep: Class 26 contains 3985 members 
Mstep: Class 27 contains 4795 members 
Mstep: Class 28 contains 25321 members 
Mstep: Class 29 contains 5682 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 19998 members 
Mstep: Class 32 contains 3222 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 146556 members 
Mstep: Class 35 contains 25320 members 
Mstep: Class 36 contains 2173 members 
Mstep: Class 37 contains 40320 members 
Mstep: Class 38 contains 27148 members 
Mstep: Class 39 contains 3237 members 
Mstep: Class 40 contains 1388 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3077 members 
Mstep: Class 43 contains 5794 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8674 members 
Mstep: Class 46 contains 16768 members 
Mstep: Class 47 contains 30612 members 
Mstep: Class 48 contains 11248 members 
Mstep: Class 49 contains 3540 members 
Mstep: Class 50 contains 2063 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115171704.000000 Penalty: 179445.484375
Iteration 129Q: 53 clusters Score -1.151717e+08 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 18539 members 
Mstep: Class 3 contains 2070 members 
Mstep: Class 4 contains 103771 members 
Mstep: Class 5 contains 32044 members 
Mstep: Class 6 contains 13805 members 
Mstep: Class 7 contains 7552 members 
Mstep: Class 8 contains 184287 members 
Mstep: Class 9 contains 14943 members 
Mstep: Class 10 contains 7290 members 
Mstep: Class 11 contains 17122 members 
Mstep: Class 12 contains 6999 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 75458 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13576 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37587 members 
Mstep: Class 20 contains 2015 members 
Mstep: Class 21 contains 135632 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 12955 members 
Mstep: Class 24 contains 2929 members 
Mstep: Class 25 contains 8069 members 
Mstep: Class 26 contains 3985 members 
Mstep: Class 27 contains 4760 members 
Mstep: Class 28 contains 25321 members 
Mstep: Class 29 contains 5691 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20023 members 
Mstep: Class 32 contains 3222 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 146514 members 
Mstep: Class 35 contains 25353 members 
Mstep: Class 36 contains 2191 members 
Mstep: Class 37 contains 40087 members 
Mstep: Class 38 contains 27150 members 
Mstep: Class 39 contains 3240 members 
Mstep: Class 40 contains 1391 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3077 members 
Mstep: Class 43 contains 5794 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8670 members 
Mstep: Class 46 contains 16746 members 
Mstep: Class 47 contains 30609 members 
Mstep: Class 48 contains 11278 members 
Mstep: Class 49 contains 3540 members 
Mstep: Class 50 contains 2064 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115171888.000000 Penalty: 179445.484375
Iteration 130Q: 53 clusters Score -1.151719e+08 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 18565 members 
Mstep: Class 3 contains 2068 members 
Mstep: Class 4 contains 103724 members 
Mstep: Class 5 contains 32197 members 
Mstep: Class 6 contains 13804 members 
Mstep: Class 7 contains 7552 members 
Mstep: Class 8 contains 184264 members 
Mstep: Class 9 contains 14960 members 
Mstep: Class 10 contains 7296 members 
Mstep: Class 11 contains 17150 members 
Mstep: Class 12 contains 7003 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 75446 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13577 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37590 members 
Mstep: Class 20 contains 2016 members 
Mstep: Class 21 contains 135690 members 
Mstep: Class 22 contains 3315 members 
Mstep: Class 23 contains 12962 members 
Mstep: Class 24 contains 2929 members 
Mstep: Class 25 contains 8068 members 
Mstep: Class 26 contains 3986 members 
Mstep: Class 27 contains 4723 members 
Mstep: Class 28 contains 25317 members 
Mstep: Class 29 contains 5692 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20043 members 
Mstep: Class 32 contains 3223 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 146462 members 
Mstep: Class 35 contains 25383 members 
Mstep: Class 36 contains 2209 members 
Mstep: Class 37 contains 39902 members 
Mstep: Class 38 contains 27154 members 
Mstep: Class 39 contains 3241 members 
Mstep: Class 40 contains 1390 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3077 members 
Mstep: Class 43 contains 5795 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8676 members 
Mstep: Class 46 contains 16724 members 
Mstep: Class 47 contains 30601 members 
Mstep: Class 48 contains 11303 members 
Mstep: Class 49 contains 3542 members 
Mstep: Class 50 contains 2064 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115172064.000000 Penalty: 179445.484375
Iteration 131Q: 53 clusters Score -1.151721e+08 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 18580 members 
Mstep: Class 3 contains 2065 members 
Mstep: Class 4 contains 103681 members 
Mstep: Class 5 contains 32346 members 
Mstep: Class 6 contains 13804 members 
Mstep: Class 7 contains 7552 members 
Mstep: Class 8 contains 184246 members 
Mstep: Class 9 contains 14972 members 
Mstep: Class 10 contains 7311 members 
Mstep: Class 11 contains 17171 members 
Mstep: Class 12 contains 7004 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 75423 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13580 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37598 members 
Mstep: Class 20 contains 2018 members 
Mstep: Class 21 contains 135750 members 
Mstep: Class 22 contains 3315 members 
Mstep: Class 23 contains 12965 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8067 members 
Mstep: Class 26 contains 3985 members 
Mstep: Class 27 contains 4681 members 
Mstep: Class 28 contains 25319 members 
Mstep: Class 29 contains 5703 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20071 members 
Mstep: Class 32 contains 3227 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 146421 members 
Mstep: Class 35 contains 25406 members 
Mstep: Class 36 contains 2225 members 
Mstep: Class 37 contains 39717 members 
Mstep: Class 38 contains 27152 members 
Mstep: Class 39 contains 3241 members 
Mstep: Class 40 contains 1389 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3077 members 
Mstep: Class 43 contains 5796 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8681 members 
Mstep: Class 46 contains 16708 members 
Mstep: Class 47 contains 30600 members 
Mstep: Class 48 contains 11324 members 
Mstep: Class 49 contains 3541 members 
Mstep: Class 50 contains 2062 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115172064.000000 Penalty: 179445.484375
Iteration 132Q: 53 clusters Score -1.151721e+08 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 18607 members 
Mstep: Class 3 contains 2063 members 
Mstep: Class 4 contains 103639 members 
Mstep: Class 5 contains 32478 members 
Mstep: Class 6 contains 13799 members 
Mstep: Class 7 contains 7552 members 
Mstep: Class 8 contains 184211 members 
Mstep: Class 9 contains 14986 members 
Mstep: Class 10 contains 7323 members 
Mstep: Class 11 contains 17198 members 
Mstep: Class 12 contains 7008 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 75403 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13586 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37611 members 
Mstep: Class 20 contains 2020 members 
Mstep: Class 21 contains 135845 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 12967 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8066 members 
Mstep: Class 26 contains 3984 members 
Mstep: Class 27 contains 4641 members 
Mstep: Class 28 contains 25326 members 
Mstep: Class 29 contains 5708 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20090 members 
Mstep: Class 32 contains 3229 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 146368 members 
Mstep: Class 35 contains 25430 members 
Mstep: Class 36 contains 2242 members 
Mstep: Class 37 contains 39519 members 
Mstep: Class 38 contains 27153 members 
Mstep: Class 39 contains 3242 members 
Mstep: Class 40 contains 1389 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3077 members 
Mstep: Class 43 contains 5796 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8684 members 
Mstep: Class 46 contains 16688 members 
Mstep: Class 47 contains 30600 members 
Mstep: Class 48 contains 11341 members 
Mstep: Class 49 contains 3542 members 
Mstep: Class 50 contains 2062 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115172112.000000 Penalty: 179445.484375
Iteration 133Q: 53 clusters Score -1.151721e+08 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 18611 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 103590 members 
Mstep: Class 5 contains 32612 members 
Mstep: Class 6 contains 13798 members 
Mstep: Class 7 contains 7554 members 
Mstep: Class 8 contains 184174 members 
Mstep: Class 9 contains 15003 members 
Mstep: Class 10 contains 7327 members 
Mstep: Class 11 contains 17217 members 
Mstep: Class 12 contains 7010 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 75390 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13598 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37618 members 
Mstep: Class 20 contains 2020 members 
Mstep: Class 21 contains 135949 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 12967 members 
Mstep: Class 24 contains 2926 members 
Mstep: Class 25 contains 8069 members 
Mstep: Class 26 contains 3982 members 
Mstep: Class 27 contains 4614 members 
Mstep: Class 28 contains 25334 members 
Mstep: Class 29 contains 5713 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20099 members 
Mstep: Class 32 contains 3232 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 146304 members 
Mstep: Class 35 contains 25455 members 
Mstep: Class 36 contains 2258 members 
Mstep: Class 37 contains 39352 members 
Mstep: Class 38 contains 27157 members 
Mstep: Class 39 contains 3244 members 
Mstep: Class 40 contains 1389 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3077 members 
Mstep: Class 43 contains 5795 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8687 members 
Mstep: Class 46 contains 16666 members 
Mstep: Class 47 contains 30598 members 
Mstep: Class 48 contains 11358 members 
Mstep: Class 49 contains 3541 members 
Mstep: Class 50 contains 2062 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115172304.000000 Penalty: 179445.484375
Iteration 134Q: 53 clusters Score -1.151723e+08 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 18613 members 
Mstep: Class 3 contains 2061 members 
Mstep: Class 4 contains 103540 members 
Mstep: Class 5 contains 32753 members 
Mstep: Class 6 contains 13802 members 
Mstep: Class 7 contains 7556 members 
Mstep: Class 8 contains 184172 members 
Mstep: Class 9 contains 15022 members 
Mstep: Class 10 contains 7329 members 
Mstep: Class 11 contains 17229 members 
Mstep: Class 12 contains 7009 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 75367 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13609 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37625 members 
Mstep: Class 20 contains 2021 members 
Mstep: Class 21 contains 136026 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 12968 members 
Mstep: Class 24 contains 2926 members 
Mstep: Class 25 contains 8064 members 
Mstep: Class 26 contains 3980 members 
Mstep: Class 27 contains 4593 members 
Mstep: Class 28 contains 25338 members 
Mstep: Class 29 contains 5720 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20122 members 
Mstep: Class 32 contains 3235 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 146244 members 
Mstep: Class 35 contains 25478 members 
Mstep: Class 36 contains 2274 members 
Mstep: Class 37 contains 39178 members 
Mstep: Class 38 contains 27156 members 
Mstep: Class 39 contains 3243 members 
Mstep: Class 40 contains 1390 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3077 members 
Mstep: Class 43 contains 5795 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8690 members 
Mstep: Class 46 contains 16648 members 
Mstep: Class 47 contains 30589 members 
Mstep: Class 48 contains 11380 members 
Mstep: Class 49 contains 3540 members 
Mstep: Class 50 contains 2062 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115172080.000000 Penalty: 179445.484375
Iteration 135Q: 53 clusters Score -1.151721e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 18618 members 
Mstep: Class 3 contains 2061 members 
Mstep: Class 4 contains 103497 members 
Mstep: Class 5 contains 32891 members 
Mstep: Class 6 contains 13806 members 
Mstep: Class 7 contains 7556 members 
Mstep: Class 8 contains 184135 members 
Mstep: Class 9 contains 15029 members 
Mstep: Class 10 contains 7329 members 
Mstep: Class 11 contains 17250 members 
Mstep: Class 12 contains 7007 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 75346 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13617 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37630 members 
Mstep: Class 20 contains 2021 members 
Mstep: Class 21 contains 136100 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 12968 members 
Mstep: Class 24 contains 2926 members 
Mstep: Class 25 contains 8066 members 
Mstep: Class 26 contains 3981 members 
Mstep: Class 27 contains 4574 members 
Mstep: Class 28 contains 25342 members 
Mstep: Class 29 contains 5726 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20144 members 
Mstep: Class 32 contains 3237 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 146222 members 
Mstep: Class 35 contains 25504 members 
Mstep: Class 36 contains 2287 members 
Mstep: Class 37 contains 39008 members 
Mstep: Class 38 contains 27156 members 
Mstep: Class 39 contains 3242 members 
Mstep: Class 40 contains 1390 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3077 members 
Mstep: Class 43 contains 5796 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8689 members 
Mstep: Class 46 contains 16629 members 
Mstep: Class 47 contains 30582 members 
Mstep: Class 48 contains 11391 members 
Mstep: Class 49 contains 3546 members 
Mstep: Class 50 contains 2062 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115172344.000000 Penalty: 179445.484375
Iteration 136Q: 53 clusters Score -1.151723e+08 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 18624 members 
Mstep: Class 3 contains 2061 members 
Mstep: Class 4 contains 103464 members 
Mstep: Class 5 contains 33013 members 
Mstep: Class 6 contains 13812 members 
Mstep: Class 7 contains 7556 members 
Mstep: Class 8 contains 184125 members 
Mstep: Class 9 contains 15044 members 
Mstep: Class 10 contains 7334 members 
Mstep: Class 11 contains 17267 members 
Mstep: Class 12 contains 7005 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 75334 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13615 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37626 members 
Mstep: Class 20 contains 2021 members 
Mstep: Class 21 contains 136153 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 12971 members 
Mstep: Class 24 contains 2926 members 
Mstep: Class 25 contains 8067 members 
Mstep: Class 26 contains 3982 members 
Mstep: Class 27 contains 4544 members 
Mstep: Class 28 contains 25350 members 
Mstep: Class 29 contains 5728 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20162 members 
Mstep: Class 32 contains 3238 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 146214 members 
Mstep: Class 35 contains 25520 members 
Mstep: Class 36 contains 2304 members 
Mstep: Class 37 contains 38841 members 
Mstep: Class 38 contains 27157 members 
Mstep: Class 39 contains 3242 members 
Mstep: Class 40 contains 1390 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5796 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8689 members 
Mstep: Class 46 contains 16611 members 
Mstep: Class 47 contains 30573 members 
Mstep: Class 48 contains 11409 members 
Mstep: Class 49 contains 3545 members 
Mstep: Class 50 contains 2062 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115172536.000000 Penalty: 179445.484375
Iteration 137Q: 53 clusters Score -1.151725e+08 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 18622 members 
Mstep: Class 3 contains 2061 members 
Mstep: Class 4 contains 103420 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 13815 members 
Mstep: Class 7 contains 7557 members 
Mstep: Class 8 contains 184132 members 
Mstep: Class 9 contains 15068 members 
Mstep: Class 10 contains 7343 members 
Mstep: Class 11 contains 17291 members 
Mstep: Class 12 contains 7004 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 75323 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13617 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37624 members 
Mstep: Class 20 contains 2022 members 
Mstep: Class 21 contains 136170 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 12973 members 
Mstep: Class 24 contains 2924 members 
Mstep: Class 25 contains 8065 members 
Mstep: Class 26 contains 3983 members 
Mstep: Class 27 contains 4508 members 
Mstep: Class 28 contains 25350 members 
Mstep: Class 29 contains 5730 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20182 members 
Mstep: Class 32 contains 3238 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 146203 members 
Mstep: Class 35 contains 25537 members 
Mstep: Class 36 contains 2318 members 
Mstep: Class 37 contains 38704 members 
Mstep: Class 38 contains 27159 members 
Mstep: Class 39 contains 3241 members 
Mstep: Class 40 contains 1390 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5794 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8692 members 
Mstep: Class 46 contains 16595 members 
Mstep: Class 47 contains 30565 members 
Mstep: Class 48 contains 11438 members 
Mstep: Class 49 contains 3545 members 
Mstep: Class 50 contains 2062 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115172720.000000 Penalty: 179445.484375
Iteration 138Q: 53 clusters Score -1.151727e+08 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 18623 members 
Mstep: Class 3 contains 2061 members 
Mstep: Class 4 contains 103372 members 
Mstep: Class 5 contains 33268 members 
Mstep: Class 6 contains 13818 members 
Mstep: Class 7 contains 7558 members 
Mstep: Class 8 contains 184122 members 
Mstep: Class 9 contains 15083 members 
Mstep: Class 10 contains 7347 members 
Mstep: Class 11 contains 17299 members 
Mstep: Class 12 contains 7003 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 75314 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13615 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37620 members 
Mstep: Class 20 contains 2022 members 
Mstep: Class 21 contains 136252 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 12972 members 
Mstep: Class 24 contains 2924 members 
Mstep: Class 25 contains 8068 members 
Mstep: Class 26 contains 3985 members 
Mstep: Class 27 contains 4484 members 
Mstep: Class 28 contains 25353 members 
Mstep: Class 29 contains 5733 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20192 members 
Mstep: Class 32 contains 3239 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 146164 members 
Mstep: Class 35 contains 25561 members 
Mstep: Class 36 contains 2330 members 
Mstep: Class 37 contains 38556 members 
Mstep: Class 38 contains 27160 members 
Mstep: Class 39 contains 3242 members 
Mstep: Class 40 contains 1390 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3079 members 
Mstep: Class 43 contains 5793 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8694 members 
Mstep: Class 46 contains 16581 members 
Mstep: Class 47 contains 30553 members 
Mstep: Class 48 contains 11441 members 
Mstep: Class 49 contains 3549 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115172472.000000 Penalty: 179445.484375
Iteration 139Q: 53 clusters Score -1.151725e+08 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 18628 members 
Mstep: Class 3 contains 2061 members 
Mstep: Class 4 contains 103320 members 
Mstep: Class 5 contains 33405 members 
Mstep: Class 6 contains 13814 members 
Mstep: Class 7 contains 7559 members 
Mstep: Class 8 contains 184107 members 
Mstep: Class 9 contains 15094 members 
Mstep: Class 10 contains 7354 members 
Mstep: Class 11 contains 17305 members 
Mstep: Class 12 contains 7006 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 75301 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13614 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37619 members 
Mstep: Class 20 contains 2023 members 
Mstep: Class 21 contains 136311 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 12973 members 
Mstep: Class 24 contains 2925 members 
Mstep: Class 25 contains 8070 members 
Mstep: Class 26 contains 3985 members 
Mstep: Class 27 contains 4457 members 
Mstep: Class 28 contains 25357 members 
Mstep: Class 29 contains 5738 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20202 members 
Mstep: Class 32 contains 3239 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 146132 members 
Mstep: Class 35 contains 25587 members 
Mstep: Class 36 contains 2336 members 
Mstep: Class 37 contains 38422 members 
Mstep: Class 38 contains 27157 members 
Mstep: Class 39 contains 3243 members 
Mstep: Class 40 contains 1390 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3079 members 
Mstep: Class 43 contains 5792 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8696 members 
Mstep: Class 46 contains 16571 members 
Mstep: Class 47 contains 30547 members 
Mstep: Class 48 contains 11457 members 
Mstep: Class 49 contains 3550 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115172736.000000 Penalty: 179445.484375
Iteration 140F: 53 clusters Score -1.151727e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 18628 members 
Mstep: Class 3 contains 2061 members 
Mstep: Class 4 contains 103279 members 
Mstep: Class 5 contains 33527 members 
Mstep: Class 6 contains 13815 members 
Mstep: Class 7 contains 7560 members 
Mstep: Class 8 contains 184089 members 
Mstep: Class 9 contains 15104 members 
Mstep: Class 10 contains 7369 members 
Mstep: Class 11 contains 17322 members 
Mstep: Class 12 contains 7001 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 75284 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13613 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37625 members 
Mstep: Class 20 contains 2024 members 
Mstep: Class 21 contains 136377 members 
Mstep: Class 22 contains 3320 members 
Mstep: Class 23 contains 12974 members 
Mstep: Class 24 contains 2924 members 
Mstep: Class 25 contains 8071 members 
Mstep: Class 26 contains 3986 members 
Mstep: Class 27 contains 4424 members 
Mstep: Class 28 contains 25358 members 
Mstep: Class 29 contains 5740 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20218 members 
Mstep: Class 32 contains 3239 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 146099 members 
Mstep: Class 35 contains 25600 members 
Mstep: Class 36 contains 2349 members 
Mstep: Class 37 contains 38305 members 
Mstep: Class 38 contains 27159 members 
Mstep: Class 39 contains 3244 members 
Mstep: Class 40 contains 1390 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5792 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8696 members 
Mstep: Class 46 contains 16556 members 
Mstep: Class 47 contains 30544 members 
Mstep: Class 48 contains 11467 members 
Mstep: Class 49 contains 3545 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115172456.000000 Penalty: 179445.484375
Iteration 141Q: 53 clusters Score -1.151725e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 18627 members 
Mstep: Class 3 contains 2061 members 
Mstep: Class 4 contains 103249 members 
Mstep: Class 5 contains 33623 members 
Mstep: Class 6 contains 13817 members 
Mstep: Class 7 contains 7561 members 
Mstep: Class 8 contains 184078 members 
Mstep: Class 9 contains 15117 members 
Mstep: Class 10 contains 7383 members 
Mstep: Class 11 contains 17326 members 
Mstep: Class 12 contains 7002 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 75279 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13615 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37633 members 
Mstep: Class 20 contains 2024 members 
Mstep: Class 21 contains 136418 members 
Mstep: Class 22 contains 3320 members 
Mstep: Class 23 contains 12976 members 
Mstep: Class 24 contains 2924 members 
Mstep: Class 25 contains 8075 members 
Mstep: Class 26 contains 3987 members 
Mstep: Class 27 contains 4387 members 
Mstep: Class 28 contains 25360 members 
Mstep: Class 29 contains 5741 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20232 members 
Mstep: Class 32 contains 3240 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 146068 members 
Mstep: Class 35 contains 25612 members 
Mstep: Class 36 contains 2359 members 
Mstep: Class 37 contains 38203 members 
Mstep: Class 38 contains 27162 members 
Mstep: Class 39 contains 3245 members 
Mstep: Class 40 contains 1390 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5792 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8697 members 
Mstep: Class 46 contains 16542 members 
Mstep: Class 47 contains 30540 members 
Mstep: Class 48 contains 11482 members 
Mstep: Class 49 contains 3540 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115172448.000000 Penalty: 179445.484375
Iteration 142Q: 53 clusters Score -1.151724e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 18626 members 
Mstep: Class 3 contains 2061 members 
Mstep: Class 4 contains 103212 members 
Mstep: Class 5 contains 33721 members 
Mstep: Class 6 contains 13817 members 
Mstep: Class 7 contains 7560 members 
Mstep: Class 8 contains 184058 members 
Mstep: Class 9 contains 15131 members 
Mstep: Class 10 contains 7405 members 
Mstep: Class 11 contains 17339 members 
Mstep: Class 12 contains 7000 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 75277 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13620 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37632 members 
Mstep: Class 20 contains 2026 members 
Mstep: Class 21 contains 136456 members 
Mstep: Class 22 contains 3320 members 
Mstep: Class 23 contains 12978 members 
Mstep: Class 24 contains 2925 members 
Mstep: Class 25 contains 8080 members 
Mstep: Class 26 contains 3987 members 
Mstep: Class 27 contains 4356 members 
Mstep: Class 28 contains 25363 members 
Mstep: Class 29 contains 5743 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20236 members 
Mstep: Class 32 contains 3240 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 146043 members 
Mstep: Class 35 contains 25623 members 
Mstep: Class 36 contains 2371 members 
Mstep: Class 37 contains 38108 members 
Mstep: Class 38 contains 27165 members 
Mstep: Class 39 contains 3245 members 
Mstep: Class 40 contains 1390 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5793 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8699 members 
Mstep: Class 46 contains 16527 members 
Mstep: Class 47 contains 30533 members 
Mstep: Class 48 contains 11493 members 
Mstep: Class 49 contains 3539 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115172520.000000 Penalty: 179445.484375
Iteration 143Q: 53 clusters Score -1.151725e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 18630 members 
Mstep: Class 3 contains 2061 members 
Mstep: Class 4 contains 103177 members 
Mstep: Class 5 contains 33802 members 
Mstep: Class 6 contains 13817 members 
Mstep: Class 7 contains 7560 members 
Mstep: Class 8 contains 184050 members 
Mstep: Class 9 contains 15140 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 17356 members 
Mstep: Class 12 contains 7001 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 75271 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13624 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37635 members 
Mstep: Class 20 contains 2025 members 
Mstep: Class 21 contains 136491 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 12981 members 
Mstep: Class 24 contains 2926 members 
Mstep: Class 25 contains 8086 members 
Mstep: Class 26 contains 3989 members 
Mstep: Class 27 contains 4325 members 
Mstep: Class 28 contains 25365 members 
Mstep: Class 29 contains 5744 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20242 members 
Mstep: Class 32 contains 3240 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 146013 members 
Mstep: Class 35 contains 25645 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 38011 members 
Mstep: Class 38 contains 27162 members 
Mstep: Class 39 contains 3246 members 
Mstep: Class 40 contains 1390 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5794 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8700 members 
Mstep: Class 46 contains 16515 members 
Mstep: Class 47 contains 30531 members 
Mstep: Class 48 contains 11509 members 
Mstep: Class 49 contains 3539 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115172712.000000 Penalty: 179445.484375
Iteration 144Q: 53 clusters Score -1.151727e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 18637 members 
Mstep: Class 3 contains 2061 members 
Mstep: Class 4 contains 103137 members 
Mstep: Class 5 contains 33905 members 
Mstep: Class 6 contains 13817 members 
Mstep: Class 7 contains 7558 members 
Mstep: Class 8 contains 184040 members 
Mstep: Class 9 contains 15149 members 
Mstep: Class 10 contains 7422 members 
Mstep: Class 11 contains 17362 members 
Mstep: Class 12 contains 7001 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 75266 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13626 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37638 members 
Mstep: Class 20 contains 2024 members 
Mstep: Class 21 contains 136544 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 12984 members 
Mstep: Class 24 contains 2925 members 
Mstep: Class 25 contains 8096 members 
Mstep: Class 26 contains 3988 members 
Mstep: Class 27 contains 4299 members 
Mstep: Class 28 contains 25361 members 
Mstep: Class 29 contains 5745 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20253 members 
Mstep: Class 32 contains 3241 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145987 members 
Mstep: Class 35 contains 25658 members 
Mstep: Class 36 contains 2394 members 
Mstep: Class 37 contains 37895 members 
Mstep: Class 38 contains 27164 members 
Mstep: Class 39 contains 3247 members 
Mstep: Class 40 contains 1390 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5795 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8700 members 
Mstep: Class 46 contains 16510 members 
Mstep: Class 47 contains 30525 members 
Mstep: Class 48 contains 11524 members 
Mstep: Class 49 contains 3536 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115172488.000000 Penalty: 179445.484375
Iteration 145Q: 53 clusters Score -1.151725e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 18641 members 
Mstep: Class 3 contains 2061 members 
Mstep: Class 4 contains 103094 members 
Mstep: Class 5 contains 34019 members 
Mstep: Class 6 contains 13818 members 
Mstep: Class 7 contains 7559 members 
Mstep: Class 8 contains 184038 members 
Mstep: Class 9 contains 15162 members 
Mstep: Class 10 contains 7436 members 
Mstep: Class 11 contains 17373 members 
Mstep: Class 12 contains 6997 members 
Mstep: Class 13 contains 359 members 
Mstep: Class 14 contains 75266 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13635 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37638 members 
Mstep: Class 20 contains 2025 members 
Mstep: Class 21 contains 136569 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 12986 members 
Mstep: Class 24 contains 2924 members 
Mstep: Class 25 contains 8102 members 
Mstep: Class 26 contains 3987 members 
Mstep: Class 27 contains 4263 members 
Mstep: Class 28 contains 25364 members 
Mstep: Class 29 contains 5745 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20259 members 
Mstep: Class 32 contains 3243 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145967 members 
Mstep: Class 35 contains 25668 members 
Mstep: Class 36 contains 2408 members 
Mstep: Class 37 contains 37778 members 
Mstep: Class 38 contains 27162 members 
Mstep: Class 39 contains 3248 members 
Mstep: Class 40 contains 1389 members 
Mstep: Class 41 contains 826 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5795 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8701 members 
Mstep: Class 46 contains 16506 members 
Mstep: Class 47 contains 30524 members 
Mstep: Class 48 contains 11532 members 
Mstep: Class 49 contains 3535 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115172496.000000 Penalty: 179445.484375
Iteration 146Q: 53 clusters Score -1.151725e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 18641 members 
Mstep: Class 3 contains 2061 members 
Mstep: Class 4 contains 103045 members 
Mstep: Class 5 contains 34124 members 
Mstep: Class 6 contains 13818 members 
Mstep: Class 7 contains 7559 members 
Mstep: Class 8 contains 184037 members 
Mstep: Class 9 contains 15173 members 
Mstep: Class 10 contains 7455 members 
Mstep: Class 11 contains 17372 members 
Mstep: Class 12 contains 7002 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75265 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13640 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37643 members 
Mstep: Class 20 contains 2026 members 
Mstep: Class 21 contains 136608 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 12992 members 
Mstep: Class 24 contains 2924 members 
Mstep: Class 25 contains 8107 members 
Mstep: Class 26 contains 3986 members 
Mstep: Class 27 contains 4240 members 
Mstep: Class 28 contains 25366 members 
Mstep: Class 29 contains 5748 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20262 members 
Mstep: Class 32 contains 3246 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145950 members 
Mstep: Class 35 contains 25678 members 
Mstep: Class 36 contains 2416 members 
Mstep: Class 37 contains 37671 members 
Mstep: Class 38 contains 27161 members 
Mstep: Class 39 contains 3248 members 
Mstep: Class 40 contains 1389 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5796 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8702 members 
Mstep: Class 46 contains 16502 members 
Mstep: Class 47 contains 30513 members 
Mstep: Class 48 contains 11524 members 
Mstep: Class 49 contains 3538 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115172424.000000 Penalty: 179445.484375
Iteration 147Q: 53 clusters Score -1.151724e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 18649 members 
Mstep: Class 3 contains 2061 members 
Mstep: Class 4 contains 103005 members 
Mstep: Class 5 contains 34207 members 
Mstep: Class 6 contains 13820 members 
Mstep: Class 7 contains 7558 members 
Mstep: Class 8 contains 184021 members 
Mstep: Class 9 contains 15183 members 
Mstep: Class 10 contains 7473 members 
Mstep: Class 11 contains 17377 members 
Mstep: Class 12 contains 7004 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75264 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13649 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37645 members 
Mstep: Class 20 contains 2026 members 
Mstep: Class 21 contains 136648 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 13001 members 
Mstep: Class 24 contains 2924 members 
Mstep: Class 25 contains 8114 members 
Mstep: Class 26 contains 3985 members 
Mstep: Class 27 contains 4215 members 
Mstep: Class 28 contains 25366 members 
Mstep: Class 29 contains 5749 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20264 members 
Mstep: Class 32 contains 3247 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145927 members 
Mstep: Class 35 contains 25691 members 
Mstep: Class 36 contains 2419 members 
Mstep: Class 37 contains 37564 members 
Mstep: Class 38 contains 27160 members 
Mstep: Class 39 contains 3248 members 
Mstep: Class 40 contains 1389 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5796 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8703 members 
Mstep: Class 46 contains 16499 members 
Mstep: Class 47 contains 30507 members 
Mstep: Class 48 contains 11534 members 
Mstep: Class 49 contains 3539 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115172600.000000 Penalty: 179445.484375
Iteration 148Q: 53 clusters Score -1.151726e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 18651 members 
Mstep: Class 3 contains 2061 members 
Mstep: Class 4 contains 102965 members 
Mstep: Class 5 contains 34303 members 
Mstep: Class 6 contains 13825 members 
Mstep: Class 7 contains 7559 members 
Mstep: Class 8 contains 184026 members 
Mstep: Class 9 contains 15191 members 
Mstep: Class 10 contains 7492 members 
Mstep: Class 11 contains 17377 members 
Mstep: Class 12 contains 7001 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75261 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13652 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37638 members 
Mstep: Class 20 contains 2026 members 
Mstep: Class 21 contains 136690 members 
Mstep: Class 22 contains 3320 members 
Mstep: Class 23 contains 13005 members 
Mstep: Class 24 contains 2924 members 
Mstep: Class 25 contains 8113 members 
Mstep: Class 26 contains 3985 members 
Mstep: Class 27 contains 4193 members 
Mstep: Class 28 contains 25364 members 
Mstep: Class 29 contains 5751 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20273 members 
Mstep: Class 32 contains 3249 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145898 members 
Mstep: Class 35 contains 25713 members 
Mstep: Class 36 contains 2421 members 
Mstep: Class 37 contains 37455 members 
Mstep: Class 38 contains 27160 members 
Mstep: Class 39 contains 3248 members 
Mstep: Class 40 contains 1389 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5796 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8703 members 
Mstep: Class 46 contains 16497 members 
Mstep: Class 47 contains 30498 members 
Mstep: Class 48 contains 11542 members 
Mstep: Class 49 contains 3537 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115172576.000000 Penalty: 179445.484375
Iteration 149Q: 53 clusters Score -1.151726e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 18649 members 
Mstep: Class 3 contains 2061 members 
Mstep: Class 4 contains 102932 members 
Mstep: Class 5 contains 34388 members 
Mstep: Class 6 contains 13827 members 
Mstep: Class 7 contains 7558 members 
Mstep: Class 8 contains 184021 members 
Mstep: Class 9 contains 15194 members 
Mstep: Class 10 contains 7509 members 
Mstep: Class 11 contains 17384 members 
Mstep: Class 12 contains 6999 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75260 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13651 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37639 members 
Mstep: Class 20 contains 2026 members 
Mstep: Class 21 contains 136738 members 
Mstep: Class 22 contains 3321 members 
Mstep: Class 23 contains 13010 members 
Mstep: Class 24 contains 2924 members 
Mstep: Class 25 contains 8108 members 
Mstep: Class 26 contains 3985 members 
Mstep: Class 27 contains 4178 members 
Mstep: Class 28 contains 25364 members 
Mstep: Class 29 contains 5751 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20277 members 
Mstep: Class 32 contains 3250 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145874 members 
Mstep: Class 35 contains 25730 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 37355 members 
Mstep: Class 38 contains 27160 members 
Mstep: Class 39 contains 3249 members 
Mstep: Class 40 contains 1389 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5796 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8704 members 
Mstep: Class 46 contains 16492 members 
Mstep: Class 47 contains 30498 members 
Mstep: Class 48 contains 11544 members 
Mstep: Class 49 contains 3535 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115172608.000000 Penalty: 179445.484375
Iteration 150Q: 53 clusters Score -1.151726e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 18652 members 
Mstep: Class 3 contains 2060 members 
Mstep: Class 4 contains 102894 members 
Mstep: Class 5 contains 34463 members 
Mstep: Class 6 contains 13829 members 
Mstep: Class 7 contains 7558 members 
Mstep: Class 8 contains 184009 members 
Mstep: Class 9 contains 15201 members 
Mstep: Class 10 contains 7517 members 
Mstep: Class 11 contains 17393 members 
Mstep: Class 12 contains 6997 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75257 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13650 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37640 members 
Mstep: Class 20 contains 2026 members 
Mstep: Class 21 contains 136793 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 13011 members 
Mstep: Class 24 contains 2924 members 
Mstep: Class 25 contains 8107 members 
Mstep: Class 26 contains 3984 members 
Mstep: Class 27 contains 4162 members 
Mstep: Class 28 contains 25363 members 
Mstep: Class 29 contains 5754 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20277 members 
Mstep: Class 32 contains 3250 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145843 members 
Mstep: Class 35 contains 25741 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 37288 members 
Mstep: Class 38 contains 27161 members 
Mstep: Class 39 contains 3249 members 
Mstep: Class 40 contains 1389 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5796 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8705 members 
Mstep: Class 46 contains 16489 members 
Mstep: Class 47 contains 30495 members 
Mstep: Class 48 contains 11547 members 
Mstep: Class 49 contains 3536 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115172632.000000 Penalty: 179445.484375
Iteration 151Q: 53 clusters Score -1.151726e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 18652 members 
Mstep: Class 3 contains 2060 members 
Mstep: Class 4 contains 102869 members 
Mstep: Class 5 contains 34518 members 
Mstep: Class 6 contains 13830 members 
Mstep: Class 7 contains 7558 members 
Mstep: Class 8 contains 184017 members 
Mstep: Class 9 contains 15211 members 
Mstep: Class 10 contains 7521 members 
Mstep: Class 11 contains 17394 members 
Mstep: Class 12 contains 6996 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75256 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13648 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37638 members 
Mstep: Class 20 contains 2026 members 
Mstep: Class 21 contains 136812 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 13014 members 
Mstep: Class 24 contains 2924 members 
Mstep: Class 25 contains 8106 members 
Mstep: Class 26 contains 3984 members 
Mstep: Class 27 contains 4149 members 
Mstep: Class 28 contains 25364 members 
Mstep: Class 29 contains 5755 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20285 members 
Mstep: Class 32 contains 3250 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145832 members 
Mstep: Class 35 contains 25757 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 37209 members 
Mstep: Class 38 contains 27164 members 
Mstep: Class 39 contains 3248 members 
Mstep: Class 40 contains 1389 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5796 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8705 members 
Mstep: Class 46 contains 16484 members 
Mstep: Class 47 contains 30495 members 
Mstep: Class 48 contains 11559 members 
Mstep: Class 49 contains 3535 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115172688.000000 Penalty: 179445.484375
Iteration 152Q: 53 clusters Score -1.151727e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 18660 members 
Mstep: Class 3 contains 2060 members 
Mstep: Class 4 contains 102848 members 
Mstep: Class 5 contains 34567 members 
Mstep: Class 6 contains 13831 members 
Mstep: Class 7 contains 7558 members 
Mstep: Class 8 contains 184005 members 
Mstep: Class 9 contains 15218 members 
Mstep: Class 10 contains 7522 members 
Mstep: Class 11 contains 17395 members 
Mstep: Class 12 contains 6996 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75253 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13648 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37634 members 
Mstep: Class 20 contains 2026 members 
Mstep: Class 21 contains 136845 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 13019 members 
Mstep: Class 24 contains 2924 members 
Mstep: Class 25 contains 8107 members 
Mstep: Class 26 contains 3984 members 
Mstep: Class 27 contains 4140 members 
Mstep: Class 28 contains 25364 members 
Mstep: Class 29 contains 5756 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20290 members 
Mstep: Class 32 contains 3251 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145824 members 
Mstep: Class 35 contains 25769 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 37132 members 
Mstep: Class 38 contains 27168 members 
Mstep: Class 39 contains 3248 members 
Mstep: Class 40 contains 1390 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5797 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8707 members 
Mstep: Class 46 contains 16476 members 
Mstep: Class 47 contains 30496 members 
Mstep: Class 48 contains 11568 members 
Mstep: Class 49 contains 3534 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115172744.000000 Penalty: 179445.484375
Iteration 153Q: 53 clusters Score -1.151727e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 18659 members 
Mstep: Class 3 contains 2060 members 
Mstep: Class 4 contains 102813 members 
Mstep: Class 5 contains 34625 members 
Mstep: Class 6 contains 13832 members 
Mstep: Class 7 contains 7558 members 
Mstep: Class 8 contains 184007 members 
Mstep: Class 9 contains 15222 members 
Mstep: Class 10 contains 7523 members 
Mstep: Class 11 contains 17400 members 
Mstep: Class 12 contains 6993 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75251 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13644 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37637 members 
Mstep: Class 20 contains 2026 members 
Mstep: Class 21 contains 136879 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 13022 members 
Mstep: Class 24 contains 2924 members 
Mstep: Class 25 contains 8107 members 
Mstep: Class 26 contains 3985 members 
Mstep: Class 27 contains 4123 members 
Mstep: Class 28 contains 25365 members 
Mstep: Class 29 contains 5756 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20294 members 
Mstep: Class 32 contains 3253 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145810 members 
Mstep: Class 35 contains 25776 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 37081 members 
Mstep: Class 38 contains 27166 members 
Mstep: Class 39 contains 3249 members 
Mstep: Class 40 contains 1391 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5797 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8711 members 
Mstep: Class 46 contains 16468 members 
Mstep: Class 47 contains 30494 members 
Mstep: Class 48 contains 11575 members 
Mstep: Class 49 contains 3534 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115172736.000000 Penalty: 179445.484375
Iteration 154Q: 53 clusters Score -1.151727e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 18657 members 
Mstep: Class 3 contains 2060 members 
Mstep: Class 4 contains 102780 members 
Mstep: Class 5 contains 34684 members 
Mstep: Class 6 contains 13833 members 
Mstep: Class 7 contains 7557 members 
Mstep: Class 8 contains 183990 members 
Mstep: Class 9 contains 15228 members 
Mstep: Class 10 contains 7527 members 
Mstep: Class 11 contains 17406 members 
Mstep: Class 12 contains 6994 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75252 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13644 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37638 members 
Mstep: Class 20 contains 2025 members 
Mstep: Class 21 contains 136926 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 13026 members 
Mstep: Class 24 contains 2924 members 
Mstep: Class 25 contains 8107 members 
Mstep: Class 26 contains 3984 members 
Mstep: Class 27 contains 4106 members 
Mstep: Class 28 contains 25366 members 
Mstep: Class 29 contains 5757 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20294 members 
Mstep: Class 32 contains 3254 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145797 members 
Mstep: Class 35 contains 25785 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 37016 members 
Mstep: Class 38 contains 27162 members 
Mstep: Class 39 contains 3249 members 
Mstep: Class 40 contains 1391 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5797 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8715 members 
Mstep: Class 46 contains 16466 members 
Mstep: Class 47 contains 30491 members 
Mstep: Class 48 contains 11588 members 
Mstep: Class 49 contains 3534 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115172752.000000 Penalty: 179445.484375
Iteration 155Q: 53 clusters Score -1.151728e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 18663 members 
Mstep: Class 3 contains 2060 members 
Mstep: Class 4 contains 102762 members 
Mstep: Class 5 contains 34725 members 
Mstep: Class 6 contains 13833 members 
Mstep: Class 7 contains 7557 members 
Mstep: Class 8 contains 183979 members 
Mstep: Class 9 contains 15233 members 
Mstep: Class 10 contains 7536 members 
Mstep: Class 11 contains 17422 members 
Mstep: Class 12 contains 6996 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75251 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13647 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37636 members 
Mstep: Class 20 contains 2024 members 
Mstep: Class 21 contains 136956 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 13030 members 
Mstep: Class 24 contains 2924 members 
Mstep: Class 25 contains 8106 members 
Mstep: Class 26 contains 3984 members 
Mstep: Class 27 contains 4083 members 
Mstep: Class 28 contains 25367 members 
Mstep: Class 29 contains 5757 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20297 members 
Mstep: Class 32 contains 3254 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145776 members 
Mstep: Class 35 contains 25802 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 36955 members 
Mstep: Class 38 contains 27163 members 
Mstep: Class 39 contains 3250 members 
Mstep: Class 40 contains 1391 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5796 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8715 members 
Mstep: Class 46 contains 16461 members 
Mstep: Class 47 contains 30486 members 
Mstep: Class 48 contains 11597 members 
Mstep: Class 49 contains 3536 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115172760.000000 Penalty: 179445.484375
Iteration 156Q: 53 clusters Score -1.151728e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 18669 members 
Mstep: Class 3 contains 2060 members 
Mstep: Class 4 contains 102732 members 
Mstep: Class 5 contains 34790 members 
Mstep: Class 6 contains 13835 members 
Mstep: Class 7 contains 7557 members 
Mstep: Class 8 contains 183972 members 
Mstep: Class 9 contains 15238 members 
Mstep: Class 10 contains 7541 members 
Mstep: Class 11 contains 17432 members 
Mstep: Class 12 contains 6993 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75248 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13641 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37637 members 
Mstep: Class 20 contains 2024 members 
Mstep: Class 21 contains 136993 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 13031 members 
Mstep: Class 24 contains 2923 members 
Mstep: Class 25 contains 8105 members 
Mstep: Class 26 contains 3984 members 
Mstep: Class 27 contains 4066 members 
Mstep: Class 28 contains 25368 members 
Mstep: Class 29 contains 5757 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20296 members 
Mstep: Class 32 contains 3254 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145764 members 
Mstep: Class 35 contains 25808 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 36889 members 
Mstep: Class 38 contains 27165 members 
Mstep: Class 39 contains 3251 members 
Mstep: Class 40 contains 1391 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3079 members 
Mstep: Class 43 contains 5796 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8716 members 
Mstep: Class 46 contains 16456 members 
Mstep: Class 47 contains 30482 members 
Mstep: Class 48 contains 11610 members 
Mstep: Class 49 contains 3535 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115172800.000000 Penalty: 179445.484375
Iteration 157Q: 53 clusters Score -1.151728e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 18674 members 
Mstep: Class 3 contains 2060 members 
Mstep: Class 4 contains 102718 members 
Mstep: Class 5 contains 34833 members 
Mstep: Class 6 contains 13833 members 
Mstep: Class 7 contains 7557 members 
Mstep: Class 8 contains 183968 members 
Mstep: Class 9 contains 15240 members 
Mstep: Class 10 contains 7540 members 
Mstep: Class 11 contains 17450 members 
Mstep: Class 12 contains 6994 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75243 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13636 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37642 members 
Mstep: Class 20 contains 2024 members 
Mstep: Class 21 contains 137013 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 13032 members 
Mstep: Class 24 contains 2921 members 
Mstep: Class 25 contains 8105 members 
Mstep: Class 26 contains 3984 members 
Mstep: Class 27 contains 4062 members 
Mstep: Class 28 contains 25370 members 
Mstep: Class 29 contains 5756 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20301 members 
Mstep: Class 32 contains 3254 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145756 members 
Mstep: Class 35 contains 25820 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 36817 members 
Mstep: Class 38 contains 27164 members 
Mstep: Class 39 contains 3251 members 
Mstep: Class 40 contains 1390 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3079 members 
Mstep: Class 43 contains 5795 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8718 members 
Mstep: Class 46 contains 16452 members 
Mstep: Class 47 contains 30486 members 
Mstep: Class 48 contains 11615 members 
Mstep: Class 49 contains 3535 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115172680.000000 Penalty: 179445.484375
Iteration 158Q: 53 clusters Score -1.151727e+08 nChanged 272
Entering ConstructFrom: 
Score: -115172680.000000 Penalty: 179445.484375
Entering ConstructFrom: 
Trying to split cluster 1 (2767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Entering Unmasked Estep 
Score: -284546.281250 Penalty: 1965.528687
	Iteration 0F: 2 clusters Score -284546.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -281452.750000 Penalty: 3931.057373
	Iteration 0F: 3 clusters Score -281452.8 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -282065.781250 Penalty: 3931.057373
	Iteration 1F: 3 clusters Score -282065.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -282225.781250 Penalty: 3931.057373
	Iteration 2F: 3 clusters Score -282225.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -282309.062500 Penalty: 3931.057373
	Iteration 3Q: 3 clusters Score -282309.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -282371.000000 Penalty: 3931.057373
	Iteration 4Q: 3 clusters Score -282371 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -282420.781250 Penalty: 3931.057373
	Iteration 5Q: 3 clusters Score -282420.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -282464.968750 Penalty: 3931.057373
	Iteration 6Q: 3 clusters Score -282465 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -282509.343750 Penalty: 3931.057373
	Iteration 7Q: 3 clusters Score -282509.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -282572.687500 Penalty: 3931.057373
	Iteration 8Q: 3 clusters Score -282572.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -282656.687500 Penalty: 3931.057373
	Iteration 9Q: 3 clusters Score -282656.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -282756.593750 Penalty: 3931.057373
	Iteration 10Q: 3 clusters Score -282756.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -282850.437500 Penalty: 3931.057373
	Iteration 11Q: 3 clusters Score -282850.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -282942.406250 Penalty: 3931.057373
	Iteration 12Q: 3 clusters Score -282942.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -283027.906250 Penalty: 3931.057373
	Iteration 13Q: 3 clusters Score -283027.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -283101.625000 Penalty: 3931.057373
	Iteration 14Q: 3 clusters Score -283101.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -283165.375000 Penalty: 3931.057373
	Iteration 15Q: 3 clusters Score -283165.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -283217.000000 Penalty: 3931.057373
	Iteration 16Q: 3 clusters Score -283217 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -283251.031250 Penalty: 3931.057373
	Iteration 17Q: 3 clusters Score -283251 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -283287.937500 Penalty: 3931.057373
	Iteration 18Q: 3 clusters Score -283287.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -283322.218750 Penalty: 3931.057373
	Iteration 19Q: 3 clusters Score -283322.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -283369.093750 Penalty: 3931.057373
	Iteration 20F: 3 clusters Score -283369.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -283413.093750 Penalty: 3931.057373
	Iteration 21Q: 3 clusters Score -283413.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -283446.562500 Penalty: 3931.057373
	Iteration 22Q: 3 clusters Score -283446.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -283472.000000 Penalty: 3931.057373
	Iteration 23Q: 3 clusters Score -283472 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -283508.812500 Penalty: 3931.057373
	Iteration 24Q: 3 clusters Score -283508.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -283536.906250 Penalty: 3931.057373
	Iteration 25Q: 3 clusters Score -283536.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -283548.562500 Penalty: 3931.057373
	Iteration 26Q: 3 clusters Score -283548.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -283558.437500 Penalty: 3931.057373
	Iteration 27Q: 3 clusters Score -283558.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -283566.281250 Penalty: 3931.057373
	Iteration 28Q: 3 clusters Score -283566.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -283573.687500 Penalty: 3931.057373
	Iteration 29Q: 3 clusters Score -283573.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -283581.875000 Penalty: 3931.057373
	Iteration 30Q: 3 clusters Score -283581.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -283592.125000 Penalty: 3931.057373
	Iteration 31Q: 3 clusters Score -283592.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -283601.625000 Penalty: 3931.057373
	Iteration 32Q: 3 clusters Score -283601.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -283608.781250 Penalty: 3931.057373
	Iteration 33Q: 3 clusters Score -283608.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -283615.562500 Penalty: 3931.057373
	Iteration 34Q: 3 clusters Score -283615.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -283621.156250 Penalty: 3931.057373
	Iteration 35Q: 3 clusters Score -283621.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -283629.093750 Penalty: 3931.057373
	Iteration 36Q: 3 clusters Score -283629.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -283636.406250 Penalty: 3931.057373
	Iteration 37Q: 3 clusters Score -283636.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -283640.906250 Penalty: 3931.057373
	Iteration 38Q: 3 clusters Score -283640.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -283646.343750 Penalty: 3931.057373
	Iteration 39Q: 3 clusters Score -283646.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -283652.312500 Penalty: 3931.057373
	Iteration 40F: 3 clusters Score -283652.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -283655.687500 Penalty: 3931.057373
	Iteration 41Q: 3 clusters Score -283655.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -283660.750000 Penalty: 3931.057373
	Iteration 42Q: 3 clusters Score -283660.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -283664.718750 Penalty: 3931.057373
	Iteration 43Q: 3 clusters Score -283664.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -283668.718750 Penalty: 3931.057373
	Iteration 44Q: 3 clusters Score -283668.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -283672.437500 Penalty: 3931.057373
	Iteration 45Q: 3 clusters Score -283672.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -283675.062500 Penalty: 3931.057373
	Iteration 46Q: 3 clusters Score -283675.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -283676.781250 Penalty: 3931.057373
	Iteration 47Q: 3 clusters Score -283676.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -283679.437500 Penalty: 3931.057373
	Iteration 48Q: 3 clusters Score -283679.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -283682.187500 Penalty: 3931.057373
	Iteration 49Q: 3 clusters Score -283682.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -283683.250000 Penalty: 3931.057373
	Iteration 50Q: 3 clusters Score -283683.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -283684.687500 Penalty: 3931.057373
	Iteration 51Q: 3 clusters Score -283684.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -283687.687500 Penalty: 3931.057373
	Iteration 52Q: 3 clusters Score -283687.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -283689.125000 Penalty: 3931.057373
	Iteration 53Q: 3 clusters Score -283689.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -283689.875000 Penalty: 3931.057373
	Iteration 54Q: 3 clusters Score -283689.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -283689.875000 Penalty: 3931.057373
	Iteration 55F: 3 clusters Score -283689.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Entering Unmasked Estep 
Score: -1934483.250000 Penalty: 2439.025635
	Iteration 0F: 2 clusters Score -1934483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1921209.875000 Penalty: 4878.051270
	Iteration 0F: 3 clusters Score -1921210 nChanged 8234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1925778.750000 Penalty: 4878.051270
	Iteration 1F: 3 clusters Score -1925779 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1926349.625000 Penalty: 4878.051270
	Iteration 2F: 3 clusters Score -1926350 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1926934.625000 Penalty: 4878.051270
	Iteration 3F: 3 clusters Score -1926935 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1927570.000000 Penalty: 4878.051270
	Iteration 4F: 3 clusters Score -1927570 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1928228.000000 Penalty: 4878.051270
	Iteration 5F: 3 clusters Score -1928228 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1928855.250000 Penalty: 4878.051270
	Iteration 6F: 3 clusters Score -1928855 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1929491.875000 Penalty: 4878.051270
	Iteration 7F: 3 clusters Score -1929492 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1930029.875000 Penalty: 4878.051270
	Iteration 8Q: 3 clusters Score -1930030 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1930429.875000 Penalty: 4878.051270
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1930747 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1930953.375000 Penalty: 4878.051270
	Iteration 11Q: 3 clusters Score -1930953 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1931072.500000 Penalty: 4878.051270
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1931147.750000 Penalty: 4878.051270
	Iteration 13Q: 3 clusters Score -1931148 nChanged 241
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1931209.250000 Penalty: 4878.051270
	Iteration 14Q: 3 clusters Score -1931209 nChanged 196
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1931252.500000 Penalty: 4878.051270
	Iteration 15Q: 3 clusters Score -1931252 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1931285.000000 Penalty: 4878.051270
	Iteration 16Q: 3 clusters Score -1931285 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1931311.875000 Penalty: 4878.051270
	Iteration 17Q: 3 clusters Score -1931312 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1931340.000000 Penalty: 4878.051270
	Iteration 18Q: 3 clusters Score -1931340 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1931360.500000 Penalty: 4878.051270
	Iteration 19Q: 3 clusters Score -1931360 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1931375.000000 Penalty: 4878.051270
	Iteration 20F: 3 clusters Score -1931375 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1931393.125000 Penalty: 4878.051270
	Iteration 21Q: 3 clusters Score -1931393 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1931399.250000 Penalty: 4878.051270
	Iteration 22Q: 3 clusters Score -1931399 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1931407.000000 Penalty: 4878.051270
	Iteration 23Q: 3 clusters Score -1931407 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1931413.625000 Penalty: 4878.051270
	Iteration 24Q: 3 clusters Score -1931414 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1931419.875000 Penalty: 4878.051270
	Iteration 25Q: 3 clusters Score -1931420 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1931431.000000 Penalty: 4878.051270
	Iteration 26Q: 3 clusters Score -1931431 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1931441.625000 Penalty: 4878.051270
	Iteration 27Q: 3 clusters Score -1931442 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1931442.625000 Penalty: 4878.051270
	Iteration 28Q: 3 clusters Score -1931443 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1931442.250000 Penalty: 4878.051270
	Iteration 29Q: 3 clusters Score -1931442 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1931450.625000 Penalty: 4878.051270
	Iteration 30Q: 3 clusters Score -1931451 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1931455.125000 Penalty: 4878.051270
	Iteration 31Q: 3 clusters Score -1931455 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1931465.500000 Penalty: 4878.051270
	Iteration 32Q: 3 clusters Score -1931466 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1931476.875000 Penalty: 4878.051270
	Iteration 33Q: 3 clusters Score -1931477 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1931473.875000 Penalty: 4878.051270
	Iteration 34Q: 3 clusters Score -1931474 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1931484.000000 Penalty: 4878.051270
	Iteration 35Q: 3 clusters Score -1931484 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1931486.125000 Penalty: 4878.051270
	Iteration 36Q: 3 clusters Score -1931486 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1931493.125000 Penalty: 4878.051270
	Iteration 37Q: 3 clusters Score -1931493 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1931499.125000 Penalty: 4878.051270
	Iteration 38Q: 3 clusters Score -1931499 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1931506.375000 Penalty: 4878.051270
	Iteration 39Q: 3 clusters Score -1931506 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1931513.625000 Penalty: 4878.051270
	Iteration 40F: 3 clusters Score -1931514 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1931517.750000 Penalty: 4878.051270
	Iteration 41Q: 3 clusters Score -1931518 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1931514.500000 Penalty: 4878.051270
	Iteration 42Q: 3 clusters Score -1931514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1931519.875000 Penalty: 4878.051270
	Iteration 43Q: 3 clusters Score -1931520 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1931523.750000 Penalty: 4878.051270
	Iteration 44Q: 3 clusters Score -1931524 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1931528.375000 Penalty: 4878.051270
	Iteration 45Q: 3 clusters Score -1931528 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1931534.750000 Penalty: 4878.051270
	Iteration 46Q: 3 clusters Score -1931535 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1931536.875000 Penalty: 4878.051270
	Iteration 47Q: 3 clusters Score -1931537 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1931542.500000 Penalty: 4878.051270
	Iteration 48Q: 3 clusters Score -1931542 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1931549.000000 Penalty: 4878.051270
	Iteration 49Q: 3 clusters Score -1931549 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1931554.000000 Penalty: 4878.051270
	Iteration 50Q: 3 clusters Score -1931554 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1931558.375000 Penalty: 4878.051270
	Iteration 51Q: 3 clusters Score -1931558 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1931564.750000 Penalty: 4878.051270
	Iteration 52Q: 3 clusters Score -1931565 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1931579.000000 Penalty: 4878.051270
	Iteration 53Q: 3 clusters Score -1931579 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1931587.625000 Penalty: 4878.051270
	Iteration 54Q: 3 clusters Score -1931588 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1931591.000000 Penalty: 4878.051270
	Iteration 55Q: 3 clusters Score -1931591 nChanged 45
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1931601.875000 Penalty: 4878.051270
	Iteration 56Q: 3 clusters Score -1931602 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1931604.125000 Penalty: 4878.051270
	Iteration 57Q: 3 clusters Score -1931604 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1931608.750000 Penalty: 4878.051270
	Iteration 58Q: 3 clusters Score -1931609 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1931616.250000 Penalty: 4878.051270
	Iteration 59Q: 3 clusters Score -1931616 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1931623.750000 Penalty: 4878.051270
	Iteration 60F: 3 clusters Score -1931624 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1931623.875000 Penalty: 4878.051270
	Iteration 61Q: 3 clusters Score -1931624 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1931628.625000 Penalty: 4878.051270
	Iteration 62Q: 3 clusters Score -1931629 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1931634.625000 Penalty: 4878.051270
	Iteration 63Q: 3 clusters Score -1931635 nChanged 32
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1931639.250000 Penalty: 4878.051270
	Iteration 64Q: 3 clusters Score -1931639 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1931647.875000 Penalty: 4878.051270
	Iteration 65Q: 3 clusters Score -1931648 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1931648.000000 Penalty: 4878.051270
	Iteration 66Q: 3 clusters Score -1931648 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1931648.125000 Penalty: 4878.051270
	Iteration 67Q: 3 clusters Score -1931648 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1931656.500000 Penalty: 4878.051270
	Iteration 68Q: 3 clusters Score -1931656 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1931659.750000 Penalty: 4878.051270
	Iteration 69Q: 3 clusters Score -1931660 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1931661.375000 Penalty: 4878.051270
	Iteration 70Q: 3 clusters Score -1931661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1931659.875000 Penalty: 4878.051270
	Iteration 71Q: 3 clusters Score -1931660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1931668.000000 Penalty: 4878.051270
	Iteration 72Q: 3 clusters Score -1931668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1931668.875000 Penalty: 4878.051270
	Iteration 73Q: 3 clusters Score -1931669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1931671.250000 Penalty: 4878.051270
	Iteration 74Q: 3 clusters Score -1931671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1931673.125000 Penalty: 4878.051270
	Iteration 75Q: 3 clusters Score -1931673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1931674.000000 Penalty: 4878.051270
	Iteration 76Q: 3 clusters Score -1931674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1931673.875000 Penalty: 4878.051270
	Iteration 77Q: 3 clusters Score -1931674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1931672.750000 Penalty: 4878.051270
	Iteration 78Q: 3 clusters Score -1931673 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1931671.750000 Penalty: 4878.051270
	Iteration 79Q: 3 clusters Score -1931672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1931678.125000 Penalty: 4878.051270
	Iteration 80F: 3 clusters Score -1931678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1931673.750000 Penalty: 4878.051270
	Iteration 81Q: 3 clusters Score -1931674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1931671.500000 Penalty: 4878.051270
	Iteration 82Q: 3 clusters Score -1931672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1931677.500000 Penalty: 4878.051270
	Iteration 83Q: 3 clusters Score -1931678 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1931682.125000 Penalty: 4878.051270
	Iteration 84Q: 3 clusters Score -1931682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1931686.625000 Penalty: 4878.051270
	Iteration 85Q: 3 clusters Score -1931687 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1931689.875000 Penalty: 4878.051270
	Iteration 86Q: 3 clusters Score -1931690 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1931692.375000 Penalty: 4878.051270
	Iteration 87Q: 3 clusters Score -1931692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1931694.250000 Penalty: 4878.051270
	Iteration 88Q: 3 clusters Score -1931694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1931693.000000 Penalty: 4878.051270
	Iteration 89Q: 3 clusters Score -1931693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1931694.500000 Penalty: 4878.051270
	Iteration 90Q: 3 clusters Score -1931694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1931690.000000 Penalty: 4878.051270
	Iteration 91Q: 3 clusters Score -1931690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1931690.750000 Penalty: 4878.051270
	Iteration 92Q: 3 clusters Score -1931691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1931694.500000 Penalty: 4878.051270
	Iteration 93Q: 3 clusters Score -1931694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1931699.625000 Penalty: 4878.051270
	Iteration 94Q: 3 clusters Score -1931700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1931697.250000 Penalty: 4878.051270
	Iteration 95Q: 3 clusters Score -1931697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1931699.625000 Penalty: 4878.051270
	Iteration 96Q: 3 clusters Score -1931700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -1931700.125000 Penalty: 4878.051270
	Iteration 97Q: 3 clusters Score -1931700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1931696.375000 Penalty: 4878.051270
	Iteration 98Q: 3 clusters Score -1931696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1931700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -1931703.625000 Penalty: 4878.051270
	Iteration 100F: 3 clusters Score -1931704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1931704.750000 Penalty: 4878.051270
	Iteration 101Q: 3 clusters Score -1931705 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1931702.375000 Penalty: 4878.051270
	Iteration 102Q: 3 clusters Score -1931702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1931705.250000 Penalty: 4878.051270
	Iteration 103Q: 3 clusters Score -1931705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1931708.750000 Penalty: 4878.051270
	Iteration 104Q: 3 clusters Score -1931709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1931709.625000 Penalty: 4878.051270
	Iteration 105Q: 3 clusters Score -1931710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1931707.500000 Penalty: 4878.051270
	Iteration 106Q: 3 clusters Score -1931708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1931707.250000 Penalty: 4878.051270
	Iteration 107Q: 3 clusters Score -1931707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1931713.750000 Penalty: 4878.051270
	Iteration 108Q: 3 clusters Score -1931714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1931712.500000 Penalty: 4878.051270
	Iteration 109Q: 3 clusters Score -1931712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1931713.875000 Penalty: 4878.051270
	Iteration 110Q: 3 clusters Score -1931714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1931712.750000 Penalty: 4878.051270
	Iteration 111Q: 3 clusters Score -1931713 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1931717.375000 Penalty: 4878.051270
	Iteration 112Q: 3 clusters Score -1931717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1931720.375000 Penalty: 4878.051270
	Iteration 113Q: 3 clusters Score -1931720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -1931717.875000 Penalty: 4878.051270
	Iteration 114Q: 3 clusters Score -1931718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1931716.375000 Penalty: 4878.051270
	Iteration 115Q: 3 clusters Score -1931716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1931715.875000 Penalty: 4878.051270
	Iteration 116Q: 3 clusters Score -1931716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1931714.250000 Penalty: 4878.051270
	Iteration 117Q: 3 clusters Score -1931714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1931714.875000 Penalty: 4878.051270
	Iteration 118Q: 3 clusters Score -1931715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1931715.625000 Penalty: 4878.051270
	Iteration 119Q: 3 clusters Score -1931716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1931715.375000 Penalty: 4878.051270
	Iteration 120F: 3 clusters Score -1931715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1931715.500000 Penalty: 4878.051270
	Iteration 121Q: 3 clusters Score -1931716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1931711.250000 Penalty: 4878.051270
	Iteration 122Q: 3 clusters Score -1931711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1931711.500000 Penalty: 4878.051270
	Iteration 123Q: 3 clusters Score -1931712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1931712.000000 Penalty: 4878.051270
	Iteration 124Q: 3 clusters Score -1931712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1931714.875000 Penalty: 4878.051270
	Iteration 125Q: 3 clusters Score -1931715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1931713.125000 Penalty: 4878.051270
	Iteration 126Q: 3 clusters Score -1931713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1931713.375000 Penalty: 4878.051270
	Iteration 127Q: 3 clusters Score -1931713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1931712.500000 Penalty: 4878.051270
	Iteration 128Q: 3 clusters Score -1931712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1931714.375000 Penalty: 4878.051270
	Iteration 129Q: 3 clusters Score -1931714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1931715.875000 Penalty: 4878.051270
	Iteration 130Q: 3 clusters Score -1931716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1931716.000000 Penalty: 4878.051270
	Iteration 131Q: 3 clusters Score -1931716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1931716.625000 Penalty: 4878.051270
	Iteration 132Q: 3 clusters Score -1931717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -1931720.250000 Penalty: 4878.051270
	Iteration 133Q: 3 clusters Score -1931720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1931719.000000 Penalty: 4878.051270
	Iteration 134Q: 3 clusters Score -1931719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1931717.875000 Penalty: 4878.051270
	Iteration 135Q: 3 clusters Score -1931718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1931717.375000 Penalty: 4878.051270
	Iteration 136Q: 3 clusters Score -1931717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1931717.375000 Penalty: 4878.051270
	Iteration 137F: 3 clusters Score -1931717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Entering Unmasked Estep 
Score: -217105.390625 Penalty: 1892.234009
	Iteration 0F: 2 clusters Score -217105.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -214462.109375 Penalty: 3784.468018
	Iteration 0F: 3 clusters Score -214462.1 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -214914.234375 Penalty: 3784.468018
	Iteration 1F: 3 clusters Score -214914.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -215041.468750 Penalty: 3784.468018
	Iteration 2F: 3 clusters Score -215041.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -215110.781250 Penalty: 3784.468018
	Iteration 3Q: 3 clusters Score -215110.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -215148.500000 Penalty: 3784.468018
	Iteration 4Q: 3 clusters Score -215148.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -215178.875000 Penalty: 3784.468018
	Iteration 5Q: 3 clusters Score -215178.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -215194.343750 Penalty: 3784.468018
	Iteration 6Q: 3 clusters Score -215194.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -215206.171875 Penalty: 3784.468018
	Iteration 7Q: 3 clusters Score -215206.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -215217.812500 Penalty: 3784.468018
	Iteration 8Q: 3 clusters Score -215217.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -215224.250000 Penalty: 3784.468018
	Iteration 9Q: 3 clusters Score -215224.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -215232.593750 Penalty: 3784.468018
	Iteration 10Q: 3 clusters Score -215232.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -215239.593750 Penalty: 3784.468018
	Iteration 11Q: 3 clusters Score -215239.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -215247.437500 Penalty: 3784.468018
	Iteration 12Q: 3 clusters Score -215247.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -215257.500000 Penalty: 3784.468018
	Iteration 13Q: 3 clusters Score -215257.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -215264.296875 Penalty: 3784.468018
	Iteration 14Q: 3 clusters Score -215264.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -215269.875000 Penalty: 3784.468018
	Iteration 15Q: 3 clusters Score -215269.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -215271.359375 Penalty: 3784.468018
	Iteration 16Q: 3 clusters Score -215271.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -215274.421875 Penalty: 3784.468018
	Iteration 17Q: 3 clusters Score -215274.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -215277.328125 Penalty: 3784.468018
	Iteration 18Q: 3 clusters Score -215277.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -215278.531250 Penalty: 3784.468018
	Iteration 19Q: 3 clusters Score -215278.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -215278.984375 Penalty: 3784.468018
	Iteration 20F: 3 clusters Score -215279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -215279.796875 Penalty: 3784.468018
	Iteration 21Q: 3 clusters Score -215279.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -215281.359375 Penalty: 3784.468018
	Iteration 22Q: 3 clusters Score -215281.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -215281.406250 Penalty: 3784.468018
	Iteration 23Q: 3 clusters Score -215281.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -215281.406250 Penalty: 3784.468018
	Iteration 24F: 3 clusters Score -215281.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (102694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102694 members 
Entering Unmasked Estep 
Score: -11322123.000000 Penalty: 2861.798096
	Iteration 0F: 2 clusters Score -1.132212e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51419 members 
Mstep: Class 2 contains 51275 members 
Entering Unmasked Estep 
Score: -11253482.000000 Penalty: 5723.596191
	Iteration 0F: 3 clusters Score -1.125348e+07 nChanged 48737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51634 members 
Mstep: Class 2 contains 51060 members 
Entering Unmasked Estep 
Score: -11281589.000000 Penalty: 5723.596191
	Iteration 1F: 3 clusters Score -1.128159e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51526 members 
Mstep: Class 2 contains 51168 members 
Entering Unmasked Estep 
Score: -11282812.000000 Penalty: 5723.596191
	Iteration 2Q: 3 clusters Score -1.128281e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51330 members 
Mstep: Class 2 contains 51364 members 
Entering Unmasked Estep 
Score: -11284354.000000 Penalty: 5723.596191
	Iteration 3Q: 3 clusters Score -1.128435e+07 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51165 members 
Mstep: Class 2 contains 51529 members 
Entering Unmasked Estep 
Score: -11286014.000000 Penalty: 5723.596191
	Iteration 4Q: 3 clusters Score -1.128601e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51122 members 
Mstep: Class 2 contains 51572 members 
Entering Unmasked Estep 
Score: -11287902.000000 Penalty: 5723.596191
	Iteration 5Q: 3 clusters Score -1.12879e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51278 members 
Mstep: Class 2 contains 51416 members 
Entering Unmasked Estep 
Score: -11289837.000000 Penalty: 5723.596191
	Iteration 6Q: 3 clusters Score -1.128984e+07 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51843 members 
Mstep: Class 2 contains 50851 members 
Entering Unmasked Estep 
Score: -11291756.000000 Penalty: 5723.596191
	Iteration 7Q: 3 clusters Score -1.129176e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52784 members 
Mstep: Class 2 contains 49910 members 
Entering Unmasked Estep 
Score: -11293328.000000 Penalty: 5723.596191
	Iteration 8Q: 3 clusters Score -1.129333e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54269 members 
Mstep: Class 2 contains 48425 members 
Entering Unmasked Estep 
Score: -11294553.000000 Penalty: 5723.596191
	Iteration 9Q: 3 clusters Score -1.129455e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56412 members 
Mstep: Class 2 contains 46282 members 
Entering Unmasked Estep 
Score: -11295989.000000 Penalty: 5723.596191
	Iteration 10Q: 3 clusters Score -1.129599e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59203 members 
Mstep: Class 2 contains 43491 members 
Entering Unmasked Estep 
Score: -11297469.000000 Penalty: 5723.596191
	Iteration 11Q: 3 clusters Score -1.129747e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62591 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -11299295.000000 Penalty: 5723.596191
	Iteration 12Q: 3 clusters Score -1.12993e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66507 members 
Mstep: Class 2 contains 36187 members 
Entering Unmasked Estep 
Score: -11301403.000000 Penalty: 5723.596191
	Iteration 13Q: 3 clusters Score -1.13014e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70920 members 
Mstep: Class 2 contains 31774 members 
Entering Unmasked Estep 
Score: -11303908.000000 Penalty: 5723.596191
	Iteration 14Q: 3 clusters Score -1.130391e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75619 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -11306601.000000 Penalty: 5723.596191
	Iteration 15Q: 3 clusters Score -1.13066e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80314 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -11309242.000000 Penalty: 5723.596191
	Iteration 16Q: 3 clusters Score -1.130924e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84751 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -11311728.000000 Penalty: 5723.596191
	Iteration 17Q: 3 clusters Score -1.131173e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88665 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -11313874.000000 Penalty: 5723.596191
	Iteration 18Q: 3 clusters Score -1.131387e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91860 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -11315605.000000 Penalty: 5723.596191
	Iteration 19Q: 3 clusters Score -1.13156e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94345 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -11316830.000000 Penalty: 5723.596191
	Iteration 20F: 3 clusters Score -1.131683e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96265 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -11317773.000000 Penalty: 5723.596191
	Iteration 21Q: 3 clusters Score -1.131777e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97659 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -11318384.000000 Penalty: 5723.596191
	Iteration 22Q: 3 clusters Score -1.131838e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98605 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -11318828.000000 Penalty: 5723.596191
	Iteration 23Q: 3 clusters Score -1.131883e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99245 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -11319115.000000 Penalty: 5723.596191
	Iteration 24Q: 3 clusters Score -1.131912e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99696 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -11319260.000000 Penalty: 5723.596191
	Iteration 25Q: 3 clusters Score -1.131926e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100036 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -11319396.000000 Penalty: 5723.596191
	Iteration 26Q: 3 clusters Score -1.13194e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100288 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -11319502.000000 Penalty: 5723.596191
	Iteration 27Q: 3 clusters Score -1.13195e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100498 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -11319619.000000 Penalty: 5723.596191
	Iteration 28Q: 3 clusters Score -1.131962e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100660 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -11319661.000000 Penalty: 5723.596191
	Iteration 29Q: 3 clusters Score -1.131966e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100782 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -11319718.000000 Penalty: 5723.596191
	Iteration 30Q: 3 clusters Score -1.131972e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100890 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -11319768.000000 Penalty: 5723.596191
	Iteration 31Q: 3 clusters Score -1.131977e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100973 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -11319781.000000 Penalty: 5723.596191
	Iteration 32Q: 3 clusters Score -1.131978e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101038 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -11319816.000000 Penalty: 5723.596191
	Iteration 33Q: 3 clusters Score -1.131982e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101097 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -11319858.000000 Penalty: 5723.596191
	Iteration 34Q: 3 clusters Score -1.131986e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101154 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -11319859.000000 Penalty: 5723.596191
	Iteration 35Q: 3 clusters Score -1.131986e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101186 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -11319901.000000 Penalty: 5723.596191
	Iteration 36Q: 3 clusters Score -1.13199e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101211 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -11319893.000000 Penalty: 5723.596191
	Iteration 37Q: 3 clusters Score -1.131989e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101225 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -11319909.000000 Penalty: 5723.596191
	Iteration 38Q: 3 clusters Score -1.131991e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101243 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -11319923.000000 Penalty: 5723.596191
	Iteration 39Q: 3 clusters Score -1.131992e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101255 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -11319921.000000 Penalty: 5723.596191
	Iteration 40F: 3 clusters Score -1.131992e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101257 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -11319917.000000 Penalty: 5723.596191
	Iteration 41Q: 3 clusters Score -1.131992e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101260 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -11319930.000000 Penalty: 5723.596191
	Iteration 42Q: 3 clusters Score -1.131993e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101269 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -11319923.000000 Penalty: 5723.596191
	Iteration 43Q: 3 clusters Score -1.131992e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101273 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -11319932.000000 Penalty: 5723.596191
	Iteration 44Q: 3 clusters Score -1.131993e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101280 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -11319947.000000 Penalty: 5723.596191
	Iteration 45Q: 3 clusters Score -1.131995e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101292 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -11319951.000000 Penalty: 5723.596191
	Iteration 46Q: 3 clusters Score -1.131995e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101302 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -11319943.000000 Penalty: 5723.596191
	Iteration 47Q: 3 clusters Score -1.131994e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101313 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -11319946.000000 Penalty: 5723.596191
	Iteration 48Q: 3 clusters Score -1.131995e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101325 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -11319958.000000 Penalty: 5723.596191
	Iteration 49Q: 3 clusters Score -1.131996e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101335 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -11319956.000000 Penalty: 5723.596191
	Iteration 50Q: 3 clusters Score -1.131996e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101336 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -11319954.000000 Penalty: 5723.596191
	Iteration 51Q: 3 clusters Score -1.131995e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101337 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -11319964.000000 Penalty: 5723.596191
	Iteration 52Q: 3 clusters Score -1.131996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101344 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -11319970.000000 Penalty: 5723.596191
	Iteration 53Q: 3 clusters Score -1.131997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101343 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -11319974.000000 Penalty: 5723.596191
	Iteration 54Q: 3 clusters Score -1.131997e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101344 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -11319973.000000 Penalty: 5723.596191
	Iteration 55Q: 3 clusters Score -1.131997e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101344 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -11319973.000000 Penalty: 5723.596191
	Iteration 56F: 3 clusters Score -1.131997e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (34888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Entering Unmasked Estep 
Score: -3549014.250000 Penalty: 2594.054688
	Iteration 0F: 2 clusters Score -3549014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -3525157.250000 Penalty: 5188.109375
	Iteration 0F: 3 clusters Score -3525157 nChanged 15951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -3534187.000000 Penalty: 5188.109375
	Iteration 1F: 3 clusters Score -3534187 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -3535180.000000 Penalty: 5188.109375
	Iteration 2F: 3 clusters Score -3535180 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -3536293.000000 Penalty: 5188.109375
	Iteration 3F: 3 clusters Score -3536293 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -3537640.500000 Penalty: 5188.109375
	Iteration 4F: 3 clusters Score -3537640 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -3538975.500000 Penalty: 5188.109375
	Iteration 5F: 3 clusters Score -3538976 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -3540313.250000 Penalty: 5188.109375
	Iteration 6F: 3 clusters Score -3540313 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -3541564.750000 Penalty: 5188.109375
	Iteration 7F: 3 clusters Score -3541565 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -3542671.250000 Penalty: 5188.109375
	Iteration 8F: 3 clusters Score -3542671 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -3543499.500000 Penalty: 5188.109375
	Iteration 9Q: 3 clusters Score -3543500 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -3544066.250000 Penalty: 5188.109375
	Iteration 10Q: 3 clusters Score -3544066 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -3544505.750000 Penalty: 5188.109375
	Iteration 11Q: 3 clusters Score -3544506 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -3544907.000000 Penalty: 5188.109375
	Iteration 12Q: 3 clusters Score -3544907 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -3545269.000000 Penalty: 5188.109375
	Iteration 13Q: 3 clusters Score -3545269 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -3545567.750000 Penalty: 5188.109375
	Iteration 14Q: 3 clusters Score -3545568 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -3545837.750000 Penalty: 5188.109375
	Iteration 15Q: 3 clusters Score -3545838 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -3546045.250000 Penalty: 5188.109375
	Iteration 16Q: 3 clusters Score -3546045 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -3546249.250000 Penalty: 5188.109375
	Iteration 17Q: 3 clusters Score -3546249 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -3546407.500000 Penalty: 5188.109375
	Iteration 18Q: 3 clusters Score -3546408 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -3546529.000000 Penalty: 5188.109375
	Iteration 19Q: 3 clusters Score -3546529 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -3546627.500000 Penalty: 5188.109375
	Iteration 20F: 3 clusters Score -3546628 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -3546714.750000 Penalty: 5188.109375
	Iteration 21Q: 3 clusters Score -3546715 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -3546766.250000 Penalty: 5188.109375
	Iteration 22Q: 3 clusters Score -3546766 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -3546815.500000 Penalty: 5188.109375
	Iteration 23Q: 3 clusters Score -3546816 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -3546878.000000 Penalty: 5188.109375
	Iteration 24Q: 3 clusters Score -3546878 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -3546927.250000 Penalty: 5188.109375
	Iteration 25Q: 3 clusters Score -3546927 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -3546950.750000 Penalty: 5188.109375
	Iteration 26Q: 3 clusters Score -3546951 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -3547000.500000 Penalty: 5188.109375
	Iteration 27Q: 3 clusters Score -3547000 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -3547038.750000 Penalty: 5188.109375
	Iteration 28Q: 3 clusters Score -3547039 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
Score: -3547063.500000 Penalty: 5188.109375
	Iteration 29Q: 3 clusters Score -3547064 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -3547082.500000 Penalty: 5188.109375
	Iteration 30Q: 3 clusters Score -3547082 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -3547119.500000 Penalty: 5188.109375
	Iteration 31Q: 3 clusters Score -3547120 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -3547150.250000 Penalty: 5188.109375
	Iteration 32Q: 3 clusters Score -3547150 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -3547171.750000 Penalty: 5188.109375
	Iteration 33Q: 3 clusters Score -3547172 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -3547195.000000 Penalty: 5188.109375
	Iteration 34Q: 3 clusters Score -3547195 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -3547223.500000 Penalty: 5188.109375
	Iteration 35Q: 3 clusters Score -3547224 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 29877 members 
Entering Unmasked Estep 
Score: -3547225.500000 Penalty: 5188.109375
	Iteration 36Q: 3 clusters Score -3547226 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
Score: -3547259.750000 Penalty: 5188.109375
	Iteration 37Q: 3 clusters Score -3547260 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 30087 members 
Entering Unmasked Estep 
Score: -3547278.000000 Penalty: 5188.109375
	Iteration 38Q: 3 clusters Score -3547278 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 30175 members 
Entering Unmasked Estep 
Score: -3547301.250000 Penalty: 5188.109375
	Iteration 39Q: 3 clusters Score -3547301 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -3547314.250000 Penalty: 5188.109375
	Iteration 40F: 3 clusters Score -3547314 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -3547332.000000 Penalty: 5188.109375
	Iteration 41Q: 3 clusters Score -3547332 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 30391 members 
Entering Unmasked Estep 
Score: -3547339.000000 Penalty: 5188.109375
	Iteration 42Q: 3 clusters Score -3547339 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 30458 members 
Entering Unmasked Estep 
Score: -3547356.250000 Penalty: 5188.109375
	Iteration 43Q: 3 clusters Score -3547356 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -3547364.500000 Penalty: 5188.109375
	Iteration 44Q: 3 clusters Score -3547364 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -3547370.250000 Penalty: 5188.109375
	Iteration 45Q: 3 clusters Score -3547370 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -3547370.000000 Penalty: 5188.109375
	Iteration 46Q: 3 clusters Score -3547370 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
Score: -3547387.500000 Penalty: 5188.109375
	Iteration 47Q: 3 clusters Score -3547388 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -3547394.250000 Penalty: 5188.109375
	Iteration 48Q: 3 clusters Score -3547394 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -3547405.250000 Penalty: 5188.109375
	Iteration 49Q: 3 clusters Score -3547405 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -3547413.000000 Penalty: 5188.109375
	Iteration 50Q: 3 clusters Score -3547413 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -3547423.250000 Penalty: 5188.109375
	Iteration 51Q: 3 clusters Score -3547423 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -3547431.250000 Penalty: 5188.109375
	Iteration 52Q: 3 clusters Score -3547431 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 31071 members 
Entering Unmasked Estep 
Score: -3547447.750000 Penalty: 5188.109375
	Iteration 53Q: 3 clusters Score -3547448 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -3547453.250000 Penalty: 5188.109375
	Iteration 54Q: 3 clusters Score -3547453 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -3547460.750000 Penalty: 5188.109375
	Iteration 55Q: 3 clusters Score -3547461 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 31205 members 
Entering Unmasked Estep 
Score: -3547471.500000 Penalty: 5188.109375
	Iteration 56Q: 3 clusters Score -3547472 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 31253 members 
Entering Unmasked Estep 
Score: -3547483.000000 Penalty: 5188.109375
	Iteration 57Q: 3 clusters Score -3547483 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -3547488.250000 Penalty: 5188.109375
	Iteration 58Q: 3 clusters Score -3547488 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -3547484.250000 Penalty: 5188.109375
	Iteration 59Q: 3 clusters Score -3547484 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -3547505.000000 Penalty: 5188.109375
	Iteration 60F: 3 clusters Score -3547505 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 31411 members 
Entering Unmasked Estep 
Score: -3547506.000000 Penalty: 5188.109375
	Iteration 61Q: 3 clusters Score -3547506 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -3547523.500000 Penalty: 5188.109375
	Iteration 62Q: 3 clusters Score -3547524 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 31513 members 
Entering Unmasked Estep 
Score: -3547536.250000 Penalty: 5188.109375
	Iteration 63Q: 3 clusters Score -3547536 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 31558 members 
Entering Unmasked Estep 
Score: -3547557.500000 Penalty: 5188.109375
	Iteration 64Q: 3 clusters Score -3547558 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -3547563.500000 Penalty: 5188.109375
	Iteration 65Q: 3 clusters Score -3547564 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -3547562.250000 Penalty: 5188.109375
	Iteration 66Q: 3 clusters Score -3547562 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -3547577.250000 Penalty: 5188.109375
	Iteration 67Q: 3 clusters Score -3547577 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 31723 members 
Entering Unmasked Estep 
Score: -3547577.500000 Penalty: 5188.109375
	Iteration 68Q: 3 clusters Score -3547578 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -3547581.000000 Penalty: 5188.109375
	Iteration 69Q: 3 clusters Score -3547581 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -3547604.250000 Penalty: 5188.109375
	Iteration 70Q: 3 clusters Score -3547604 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -3547621.750000 Penalty: 5188.109375
	Iteration 71Q: 3 clusters Score -3547622 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -3547631.500000 Penalty: 5188.109375
	Iteration 72Q: 3 clusters Score -3547632 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -3547634.500000 Penalty: 5188.109375
	Iteration 73Q: 3 clusters Score -3547634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -3547636.250000 Penalty: 5188.109375
	Iteration 74Q: 3 clusters Score -3547636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -3547634.000000 Penalty: 5188.109375
	Iteration 75Q: 3 clusters Score -3547634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
Score: -3547645.250000 Penalty: 5188.109375
	Iteration 76Q: 3 clusters Score -3547645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 31938 members 
Entering Unmasked Estep 
Score: -3547641.250000 Penalty: 5188.109375
	Iteration 77Q: 3 clusters Score -3547641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -3547652.250000 Penalty: 5188.109375
	Iteration 78Q: 3 clusters Score -3547652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -3547637.500000 Penalty: 5188.109375
	Iteration 79Q: 3 clusters Score -3547638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
Score: -3547646.000000 Penalty: 5188.109375
	Iteration 80F: 3 clusters Score -3547646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
Score: -3547641.000000 Penalty: 5188.109375
	Iteration 81Q: 3 clusters Score -3547641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -3547646.750000 Penalty: 5188.109375
	Iteration 82Q: 3 clusters Score -3547647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 31987 members 
Entering Unmasked Estep 
Score: -3547647.750000 Penalty: 5188.109375
	Iteration 83Q: 3 clusters Score -3547648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -3547649.500000 Penalty: 5188.109375
	Iteration 84Q: 3 clusters Score -3547650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -3547655.250000 Penalty: 5188.109375
	Iteration 85Q: 3 clusters Score -3547655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -3547655.250000 Penalty: 5188.109375
	Iteration 86Q: 3 clusters Score -3547655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -3547660.500000 Penalty: 5188.109375
	Iteration 87Q: 3 clusters Score -3547660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -3547664.250000 Penalty: 5188.109375
	Iteration 88Q: 3 clusters Score -3547664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -3547664.250000 Penalty: 5188.109375
	Iteration 89Q: 3 clusters Score -3547664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -3547664.000000 Penalty: 5188.109375
	Iteration 90Q: 3 clusters Score -3547664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 32041 members 
Entering Unmasked Estep 
Score: -3547662.500000 Penalty: 5188.109375
	Iteration 91Q: 3 clusters Score -3547662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -3547661.750000 Penalty: 5188.109375
	Iteration 92Q: 3 clusters Score -3547662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 32046 members 
Entering Unmasked Estep 
Score: -3547663.750000 Penalty: 5188.109375
	Iteration 93Q: 3 clusters Score -3547664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
Score: -3547660.000000 Penalty: 5188.109375
	Iteration 94Q: 3 clusters Score -3547660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
Score: -3547663.500000 Penalty: 5188.109375
	Iteration 95Q: 3 clusters Score -3547664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -3547667.250000 Penalty: 5188.109375
	Iteration 96Q: 3 clusters Score -3547667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -3547667.250000 Penalty: 5188.109375
	Iteration 97F: 3 clusters Score -3547667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Entering Unmasked Estep 
Score: -1526445.125000 Penalty: 2364.615723
	Iteration 0F: 2 clusters Score -1526445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1516393.125000 Penalty: 4729.231445
	Iteration 0F: 3 clusters Score -1516393 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1519505.500000 Penalty: 4729.231445
	Iteration 1F: 3 clusters Score -1519506 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1519914.375000 Penalty: 4729.231445
	Iteration 2F: 3 clusters Score -1519914 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1520208.125000 Penalty: 4729.231445
	Iteration 3Q: 3 clusters Score -1520208 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1520480.875000 Penalty: 4729.231445
	Iteration 4Q: 3 clusters Score -1520481 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1520780.750000 Penalty: 4729.231445
	Iteration 5Q: 3 clusters Score -1520781 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1521124.250000 Penalty: 4729.231445
	Iteration 6Q: 3 clusters Score -1521124 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1521514.875000 Penalty: 4729.231445
	Iteration 7Q: 3 clusters Score -1521515 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1521912.875000 Penalty: 4729.231445
	Iteration 8Q: 3 clusters Score -1521913 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1522295.875000 Penalty: 4729.231445
	Iteration 9Q: 3 clusters Score -1522296 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1522627.500000 Penalty: 4729.231445
	Iteration 10Q: 3 clusters Score -1522628 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1522907.250000 Penalty: 4729.231445
	Iteration 11Q: 3 clusters Score -1522907 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1523119.500000 Penalty: 4729.231445
	Iteration 12Q: 3 clusters Score -1523120 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1523298.000000 Penalty: 4729.231445
	Iteration 13Q: 3 clusters Score -1523298 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1523466.875000 Penalty: 4729.231445
	Iteration 14Q: 3 clusters Score -1523467 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1523614.125000 Penalty: 4729.231445
	Iteration 15Q: 3 clusters Score -1523614 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1523764.125000 Penalty: 4729.231445
	Iteration 16Q: 3 clusters Score -1523764 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1523884.375000 Penalty: 4729.231445
	Iteration 17Q: 3 clusters Score -1523884 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1523982.500000 Penalty: 4729.231445
	Iteration 18Q: 3 clusters Score -1523982 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -1524059.500000 Penalty: 4729.231445
	Iteration 19Q: 3 clusters Score -1524060 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1524121.375000 Penalty: 4729.231445
	Iteration 20F: 3 clusters Score -1524121 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1524169.625000 Penalty: 4729.231445
	Iteration 21Q: 3 clusters Score -1524170 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1524218.250000 Penalty: 4729.231445
	Iteration 22Q: 3 clusters Score -1524218 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -1524250.500000 Penalty: 4729.231445
	Iteration 23Q: 3 clusters Score -1524250 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -1524270.625000 Penalty: 4729.231445
	Iteration 24Q: 3 clusters Score -1524271 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -1524288.000000 Penalty: 4729.231445
	Iteration 25Q: 3 clusters Score -1524288 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1524310.500000 Penalty: 4729.231445
	Iteration 26Q: 3 clusters Score -1524310 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -1524328.750000 Penalty: 4729.231445
	Iteration 27Q: 3 clusters Score -1524329 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -1524336.875000 Penalty: 4729.231445
	Iteration 28Q: 3 clusters Score -1524337 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -1524343.875000 Penalty: 4729.231445
	Iteration 29Q: 3 clusters Score -1524344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1524352.000000 Penalty: 4729.231445
	Iteration 30Q: 3 clusters Score -1524352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -1524353.250000 Penalty: 4729.231445
	Iteration 31Q: 3 clusters Score -1524353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -1524360.250000 Penalty: 4729.231445
	Iteration 32Q: 3 clusters Score -1524360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -1524365.625000 Penalty: 4729.231445
	Iteration 33Q: 3 clusters Score -1524366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -1524368.750000 Penalty: 4729.231445
	Iteration 34Q: 3 clusters Score -1524369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -1524380.375000 Penalty: 4729.231445
	Iteration 35Q: 3 clusters Score -1524380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1524397.500000 Penalty: 4729.231445
	Iteration 36Q: 3 clusters Score -1524398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1524404.375000 Penalty: 4729.231445
	Iteration 37Q: 3 clusters Score -1524404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -1524412.250000 Penalty: 4729.231445
	Iteration 38Q: 3 clusters Score -1524412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1524420.375000 Penalty: 4729.231445
	Iteration 39Q: 3 clusters Score -1524420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1524427.125000 Penalty: 4729.231445
	Iteration 40F: 3 clusters Score -1524427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1524427.500000 Penalty: 4729.231445
	Iteration 41Q: 3 clusters Score -1524428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1524434.750000 Penalty: 4729.231445
	Iteration 42Q: 3 clusters Score -1524435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -1524439.375000 Penalty: 4729.231445
	Iteration 43Q: 3 clusters Score -1524439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1524445.875000 Penalty: 4729.231445
	Iteration 44Q: 3 clusters Score -1524446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1524448.375000 Penalty: 4729.231445
	Iteration 45Q: 3 clusters Score -1524448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -1524448.375000 Penalty: 4729.231445
	Iteration 46Q: 3 clusters Score -1524448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1524452.000000 Penalty: 4729.231445
	Iteration 47Q: 3 clusters Score -1524452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -1524452.000000 Penalty: 4729.231445
	Iteration 48Q: 3 clusters Score -1524452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -1524452.625000 Penalty: 4729.231445
	Iteration 49Q: 3 clusters Score -1524453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -1524455.125000 Penalty: 4729.231445
	Iteration 50Q: 3 clusters Score -1524455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1524455.000000 Penalty: 4729.231445
	Iteration 51Q: 3 clusters Score -1524455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1524455.000000 Penalty: 4729.231445
	Iteration 52Q: 3 clusters Score -1524455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1524455.000000 Penalty: 4729.231445
	Iteration 53F: 3 clusters Score -1524455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Entering Unmasked Estep 
Score: -823335.875000 Penalty: 2214.729736
	Iteration 0F: 2 clusters Score -823335.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -817280.687500 Penalty: 4429.459473
	Iteration 0F: 3 clusters Score -817280.7 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -818891.875000 Penalty: 4429.459473
	Iteration 1F: 3 clusters Score -818891.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -819119.812500 Penalty: 4429.459473
	Iteration 2F: 3 clusters Score -819119.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -819257.312500 Penalty: 4429.459473
	Iteration 3Q: 3 clusters Score -819257.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -819355.187500 Penalty: 4429.459473
	Iteration 4Q: 3 clusters Score -819355.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -819423.125000 Penalty: 4429.459473
	Iteration 5Q: 3 clusters Score -819423.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -819477.875000 Penalty: 4429.459473
	Iteration 6Q: 3 clusters Score -819477.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -819525.687500 Penalty: 4429.459473
	Iteration 7Q: 3 clusters Score -819525.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -819575.750000 Penalty: 4429.459473
	Iteration 8Q: 3 clusters Score -819575.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -819633.375000 Penalty: 4429.459473
	Iteration 9Q: 3 clusters Score -819633.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -819680.875000 Penalty: 4429.459473
	Iteration 10Q: 3 clusters Score -819680.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -819720.937500 Penalty: 4429.459473
	Iteration 11Q: 3 clusters Score -819720.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -819756.750000 Penalty: 4429.459473
	Iteration 12Q: 3 clusters Score -819756.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -819796.875000 Penalty: 4429.459473
	Iteration 13Q: 3 clusters Score -819796.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -819843.562500 Penalty: 4429.459473
	Iteration 14Q: 3 clusters Score -819843.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -819896.687500 Penalty: 4429.459473
	Iteration 15Q: 3 clusters Score -819896.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -819964.062500 Penalty: 4429.459473
	Iteration 16Q: 3 clusters Score -819964.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -820040.562500 Penalty: 4429.459473
	Iteration 17Q: 3 clusters Score -820040.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -820108.375000 Penalty: 4429.459473
	Iteration 18Q: 3 clusters Score -820108.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -820191.937500 Penalty: 4429.459473
	Iteration 19Q: 3 clusters Score -820191.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -820292.187500 Penalty: 4429.459473
	Iteration 20F: 3 clusters Score -820292.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -820394.687500 Penalty: 4429.459473
	Iteration 21Q: 3 clusters Score -820394.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -820495.062500 Penalty: 4429.459473
	Iteration 22Q: 3 clusters Score -820495.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -820598.937500 Penalty: 4429.459473
	Iteration 23Q: 3 clusters Score -820598.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -820719.250000 Penalty: 4429.459473
	Iteration 24Q: 3 clusters Score -820719.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -820856.000000 Penalty: 4429.459473
	Iteration 25Q: 3 clusters Score -820856 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -821008.812500 Penalty: 4429.459473
	Iteration 26Q: 3 clusters Score -821008.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -821159.687500 Penalty: 4429.459473
	Iteration 27Q: 3 clusters Score -821159.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -821316.812500 Penalty: 4429.459473
	Iteration 28Q: 3 clusters Score -821316.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -821446.312500 Penalty: 4429.459473
	Iteration 29Q: 3 clusters Score -821446.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -821536.812500 Penalty: 4429.459473
	Iteration 30Q: 3 clusters Score -821536.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -821607.312500 Penalty: 4429.459473
	Iteration 31Q: 3 clusters Score -821607.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -821672.750000 Penalty: 4429.459473
	Iteration 32Q: 3 clusters Score -821672.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -821721.062500 Penalty: 4429.459473
	Iteration 33Q: 3 clusters Score -821721.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -821756.500000 Penalty: 4429.459473
	Iteration 34Q: 3 clusters Score -821756.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -821785.625000 Penalty: 4429.459473
	Iteration 35Q: 3 clusters Score -821785.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -821813.562500 Penalty: 4429.459473
	Iteration 36Q: 3 clusters Score -821813.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -821833.687500 Penalty: 4429.459473
	Iteration 37Q: 3 clusters Score -821833.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -821855.312500 Penalty: 4429.459473
	Iteration 38Q: 3 clusters Score -821855.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -821872.187500 Penalty: 4429.459473
	Iteration 39Q: 3 clusters Score -821872.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -821895.000000 Penalty: 4429.459473
	Iteration 40F: 3 clusters Score -821895 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -821919.312500 Penalty: 4429.459473
	Iteration 41Q: 3 clusters Score -821919.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -821946.375000 Penalty: 4429.459473
	Iteration 42Q: 3 clusters Score -821946.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -821963.312500 Penalty: 4429.459473
	Iteration 43Q: 3 clusters Score -821963.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -821977.562500 Penalty: 4429.459473
	Iteration 44Q: 3 clusters Score -821977.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -821991.937500 Penalty: 4429.459473
	Iteration 45Q: 3 clusters Score -821991.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -822002.625000 Penalty: 4429.459473
	Iteration 46Q: 3 clusters Score -822002.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -822011.687500 Penalty: 4429.459473
	Iteration 47Q: 3 clusters Score -822011.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -822017.437500 Penalty: 4429.459473
	Iteration 48Q: 3 clusters Score -822017.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -822020.000000 Penalty: 4429.459473
	Iteration 49Q: 3 clusters Score -822020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -822024.562500 Penalty: 4429.459473
	Iteration 50Q: 3 clusters Score -822024.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -822028.687500 Penalty: 4429.459473
	Iteration 51Q: 3 clusters Score -822028.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -822035.562500 Penalty: 4429.459473
	Iteration 52Q: 3 clusters Score -822035.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -822036.750000 Penalty: 4429.459473
	Iteration 53Q: 3 clusters Score -822036.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -822041.125000 Penalty: 4429.459473
	Iteration 54Q: 3 clusters Score -822041.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -822049.312500 Penalty: 4429.459473
	Iteration 55Q: 3 clusters Score -822049.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -822050.125000 Penalty: 4429.459473
	Iteration 56Q: 3 clusters Score -822050.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -822053.812500 Penalty: 4429.459473
	Iteration 57Q: 3 clusters Score -822053.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -822054.875000 Penalty: 4429.459473
	Iteration 58Q: 3 clusters Score -822054.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -822055.500000 Penalty: 4429.459473
	Iteration 59Q: 3 clusters Score -822055.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -822054.812500 Penalty: 4429.459473
	Iteration 60F: 3 clusters Score -822054.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -822054.875000 Penalty: 4429.459473
	Iteration 61Q: 3 clusters Score -822054.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -822055.625000 Penalty: 4429.459473
	Iteration 62Q: 3 clusters Score -822055.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -822056.687500 Penalty: 4429.459473
	Iteration 63Q: 3 clusters Score -822056.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -822057.937500 Penalty: 4429.459473
	Iteration 64Q: 3 clusters Score -822057.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -822057.562500 Penalty: 4429.459473
	Iteration 65Q: 3 clusters Score -822057.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -822058.000000 Penalty: 4429.459473
	Iteration 66Q: 3 clusters Score -822058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -822058.000000 Penalty: 4429.459473
	Iteration 67F: 3 clusters Score -822058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (183968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183968 members 
Entering Unmasked Estep 
Score: -20468304.000000 Penalty: 3006.384033
	Iteration 0F: 2 clusters Score -2.04683e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92219 members 
Mstep: Class 2 contains 91749 members 
Entering Unmasked Estep 
Score: -20353948.000000 Penalty: 6012.768066
	Iteration 0F: 3 clusters Score -2.035395e+07 nChanged 88128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95271 members 
Mstep: Class 2 contains 88697 members 
Entering Unmasked Estep 
Score: -20404910.000000 Penalty: 6012.768066
	Iteration 1F: 3 clusters Score -2.040491e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96799 members 
Mstep: Class 2 contains 87169 members 
Entering Unmasked Estep 
Score: -20406092.000000 Penalty: 6012.768066
	Iteration 2Q: 3 clusters Score -2.040609e+07 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99020 members 
Mstep: Class 2 contains 84948 members 
Entering Unmasked Estep 
Score: -20407298.000000 Penalty: 6012.768066
	Iteration 3Q: 3 clusters Score -2.04073e+07 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102294 members 
Mstep: Class 2 contains 81674 members 
Entering Unmasked Estep 
Score: -20409162.000000 Penalty: 6012.768066
	Iteration 4Q: 3 clusters Score -2.040916e+07 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107051 members 
Mstep: Class 2 contains 76917 members 
Entering Unmasked Estep 
Score: -20411832.000000 Penalty: 6012.768066
	Iteration 5Q: 3 clusters Score -2.041183e+07 nChanged 8481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113594 members 
Mstep: Class 2 contains 70374 members 
Entering Unmasked Estep 
Score: -20415712.000000 Penalty: 6012.768066
	Iteration 6Q: 3 clusters Score -2.041571e+07 nChanged 10088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121916 members 
Mstep: Class 2 contains 62052 members 
Entering Unmasked Estep 
Score: -20421752.000000 Penalty: 6012.768066
	Iteration 7F: 3 clusters Score -2.042175e+07 nChanged 11056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131238 members 
Mstep: Class 2 contains 52730 members 
Entering Unmasked Estep 
Score: -20429478.000000 Penalty: 6012.768066
	Iteration 8F: 3 clusters Score -2.042948e+07 nChanged 10636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139798 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -20437724.000000 Penalty: 6012.768066
	Iteration 9F: 3 clusters Score -2.043772e+07 nChanged 9093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146395 members 
Mstep: Class 2 contains 37573 members 
Entering Unmasked Estep 
Score: -20444658.000000 Penalty: 6012.768066
	Iteration 10Q: 3 clusters Score -2.044466e+07 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151126 members 
Mstep: Class 2 contains 32842 members 
Entering Unmasked Estep 
Score: -20449026.000000 Penalty: 6012.768066
	Iteration 11Q: 3 clusters Score -2.044903e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154855 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -20451686.000000 Penalty: 6012.768066
	Iteration 12Q: 3 clusters Score -2.045169e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158155 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -20453078.000000 Penalty: 6012.768066
	Iteration 13Q: 3 clusters Score -2.045308e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161087 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -20454246.000000 Penalty: 6012.768066
	Iteration 14Q: 3 clusters Score -2.045425e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163752 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -20455182.000000 Penalty: 6012.768066
	Iteration 15Q: 3 clusters Score -2.045518e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166159 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -20455838.000000 Penalty: 6012.768066
	Iteration 16Q: 3 clusters Score -2.045584e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168339 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -20456582.000000 Penalty: 6012.768066
	Iteration 17Q: 3 clusters Score -2.045658e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170397 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -20457512.000000 Penalty: 6012.768066
	Iteration 18Q: 3 clusters Score -2.045751e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172320 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -20458470.000000 Penalty: 6012.768066
	Iteration 19Q: 3 clusters Score -2.045847e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174131 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -20459380.000000 Penalty: 6012.768066
	Iteration 20F: 3 clusters Score -2.045938e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175769 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -20460192.000000 Penalty: 6012.768066
	Iteration 21Q: 3 clusters Score -2.046019e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177195 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -20460950.000000 Penalty: 6012.768066
	Iteration 22Q: 3 clusters Score -2.046095e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178496 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -20461820.000000 Penalty: 6012.768066
	Iteration 23Q: 3 clusters Score -2.046182e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179655 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -20462648.000000 Penalty: 6012.768066
	Iteration 24Q: 3 clusters Score -2.046265e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180597 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -20463304.000000 Penalty: 6012.768066
	Iteration 25Q: 3 clusters Score -2.04633e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181355 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -20463896.000000 Penalty: 6012.768066
	Iteration 26Q: 3 clusters Score -2.04639e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181971 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -20464468.000000 Penalty: 6012.768066
	Iteration 27Q: 3 clusters Score -2.046447e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182395 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -20464814.000000 Penalty: 6012.768066
	Iteration 28Q: 3 clusters Score -2.046481e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182691 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -20465046.000000 Penalty: 6012.768066
	Iteration 29Q: 3 clusters Score -2.046505e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182890 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -20465172.000000 Penalty: 6012.768066
	Iteration 30Q: 3 clusters Score -2.046517e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183036 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -20465264.000000 Penalty: 6012.768066
	Iteration 31Q: 3 clusters Score -2.046526e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183150 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -20465350.000000 Penalty: 6012.768066
	Iteration 32Q: 3 clusters Score -2.046535e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183231 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -20465394.000000 Penalty: 6012.768066
	Iteration 33Q: 3 clusters Score -2.046539e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183287 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -20465422.000000 Penalty: 6012.768066
	Iteration 34Q: 3 clusters Score -2.046542e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183331 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -20465458.000000 Penalty: 6012.768066
	Iteration 35Q: 3 clusters Score -2.046546e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183365 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -20465496.000000 Penalty: 6012.768066
	Iteration 36Q: 3 clusters Score -2.04655e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183392 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -20465502.000000 Penalty: 6012.768066
	Iteration 37Q: 3 clusters Score -2.04655e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183416 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -20465516.000000 Penalty: 6012.768066
	Iteration 38Q: 3 clusters Score -2.046552e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183429 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -20465538.000000 Penalty: 6012.768066
	Iteration 39Q: 3 clusters Score -2.046554e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183442 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -20465562.000000 Penalty: 6012.768066
	Iteration 40F: 3 clusters Score -2.046556e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183452 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -20465578.000000 Penalty: 6012.768066
	Iteration 41Q: 3 clusters Score -2.046558e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183458 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -20465568.000000 Penalty: 6012.768066
	Iteration 42Q: 3 clusters Score -2.046557e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183464 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -20465586.000000 Penalty: 6012.768066
	Iteration 43Q: 3 clusters Score -2.046559e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183470 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -20465582.000000 Penalty: 6012.768066
	Iteration 44Q: 3 clusters Score -2.046558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183472 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -20465570.000000 Penalty: 6012.768066
	Iteration 45Q: 3 clusters Score -2.046557e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183475 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -20465574.000000 Penalty: 6012.768066
	Iteration 46Q: 3 clusters Score -2.046557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183477 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -20465594.000000 Penalty: 6012.768066
	Iteration 47Q: 3 clusters Score -2.046559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183478 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -20465588.000000 Penalty: 6012.768066
	Iteration 48Q: 3 clusters Score -2.046559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183482 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -20465582.000000 Penalty: 6012.768066
	Iteration 49Q: 3 clusters Score -2.046558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183485 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -20465586.000000 Penalty: 6012.768066
	Iteration 50Q: 3 clusters Score -2.046559e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183487 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -20465592.000000 Penalty: 6012.768066
	Iteration 51Q: 3 clusters Score -2.046559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183490 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -20465594.000000 Penalty: 6012.768066
	Iteration 52Q: 3 clusters Score -2.046559e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183495 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -20465600.000000 Penalty: 6012.768066
	Iteration 53Q: 3 clusters Score -2.04656e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183503 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -20465618.000000 Penalty: 6012.768066
	Iteration 54Q: 3 clusters Score -2.046562e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183511 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -20465632.000000 Penalty: 6012.768066
	Iteration 55Q: 3 clusters Score -2.046563e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183515 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -20465646.000000 Penalty: 6012.768066
	Iteration 56Q: 3 clusters Score -2.046565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183518 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -20465646.000000 Penalty: 6012.768066
	Iteration 57Q: 3 clusters Score -2.046565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183520 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -20465642.000000 Penalty: 6012.768066
	Iteration 58Q: 3 clusters Score -2.046564e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183520 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -20465642.000000 Penalty: 6012.768066
	Iteration 59F: 3 clusters Score -2.046564e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Entering Unmasked Estep 
Score: -1486568.000000 Penalty: 2388.786621
	Iteration 0F: 2 clusters Score -1486568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1475487.125000 Penalty: 4777.573242
	Iteration 0F: 3 clusters Score -1475487 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1479243.750000 Penalty: 4777.573242
	Iteration 1F: 3 clusters Score -1479244 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1479733.375000 Penalty: 4777.573242
	Iteration 2F: 3 clusters Score -1479733 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1480209.625000 Penalty: 4777.573242
	Iteration 3F: 3 clusters Score -1480210 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1480654.125000 Penalty: 4777.573242
	Iteration 4F: 3 clusters Score -1480654 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1481082.625000 Penalty: 4777.573242
	Iteration 5Q: 3 clusters Score -1481083 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1481496.625000 Penalty: 4777.573242
	Iteration 6Q: 3 clusters Score -1481497 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1481910.000000 Penalty: 4777.573242
	Iteration 7Q: 3 clusters Score -1481910 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1482316.750000 Penalty: 4777.573242
	Iteration 8Q: 3 clusters Score -1482317 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1482678.250000 Penalty: 4777.573242
	Iteration 9Q: 3 clusters Score -1482678 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1482990.250000 Penalty: 4777.573242
	Iteration 10Q: 3 clusters Score -1482990 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1483229.750000 Penalty: 4777.573242
	Iteration 11Q: 3 clusters Score -1483230 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1483406.375000 Penalty: 4777.573242
	Iteration 12Q: 3 clusters Score -1483406 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1483541.000000 Penalty: 4777.573242
	Iteration 13Q: 3 clusters Score -1483541 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1483660.250000 Penalty: 4777.573242
	Iteration 14Q: 3 clusters Score -1483660 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1483755.500000 Penalty: 4777.573242
	Iteration 15Q: 3 clusters Score -1483756 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1483825.125000 Penalty: 4777.573242
	Iteration 16Q: 3 clusters Score -1483825 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1483874.625000 Penalty: 4777.573242
	Iteration 17Q: 3 clusters Score -1483875 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1483906.750000 Penalty: 4777.573242
	Iteration 18Q: 3 clusters Score -1483907 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1483920.875000 Penalty: 4777.573242
	Iteration 19Q: 3 clusters Score -1483921 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1483942.375000 Penalty: 4777.573242
	Iteration 20F: 3 clusters Score -1483942 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1483946.250000 Penalty: 4777.573242
	Iteration 21Q: 3 clusters Score -1483946 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1483953.375000 Penalty: 4777.573242
	Iteration 22Q: 3 clusters Score -1483953 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1483956.000000 Penalty: 4777.573242
	Iteration 23Q: 3 clusters Score -1483956 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1483961.250000 Penalty: 4777.573242
	Iteration 24Q: 3 clusters Score -1483961 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1483966.750000 Penalty: 4777.573242
	Iteration 25Q: 3 clusters Score -1483967 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1483968.500000 Penalty: 4777.573242
	Iteration 26Q: 3 clusters Score -1483968 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1483968.750000 Penalty: 4777.573242
	Iteration 27Q: 3 clusters Score -1483969 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1483971.375000 Penalty: 4777.573242
	Iteration 28Q: 3 clusters Score -1483971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1483976.000000 Penalty: 4777.573242
	Iteration 29Q: 3 clusters Score -1483976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1483976.000000 Penalty: 4777.573242
	Iteration 30Q: 3 clusters Score -1483976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1483979.000000 Penalty: 4777.573242
	Iteration 31Q: 3 clusters Score -1483979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1483985.000000 Penalty: 4777.573242
	Iteration 32Q: 3 clusters Score -1483985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1483980.500000 Penalty: 4777.573242
	Iteration 33Q: 3 clusters Score -1483980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1483981.125000 Penalty: 4777.573242
	Iteration 34Q: 3 clusters Score -1483981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1483981.875000 Penalty: 4777.573242
	Iteration 35Q: 3 clusters Score -1483982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1483981.500000 Penalty: 4777.573242
	Iteration 36Q: 3 clusters Score -1483982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1483984.750000 Penalty: 4777.573242
	Iteration 37Q: 3 clusters Score -1483985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1483986.375000 Penalty: 4777.573242
	Iteration 38Q: 3 clusters Score -1483986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1483986.625000 Penalty: 4777.573242
	Iteration 39Q: 3 clusters Score -1483987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1483986.750000 Penalty: 4777.573242
	Iteration 40F: 3 clusters Score -1483987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1483991.625000 Penalty: 4777.573242
	Iteration 41Q: 3 clusters Score -1483992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1483990.625000 Penalty: 4777.573242
	Iteration 42Q: 3 clusters Score -1483991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1483991.625000 Penalty: 4777.573242
	Iteration 43Q: 3 clusters Score -1483992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1483990.250000 Penalty: 4777.573242
	Iteration 44Q: 3 clusters Score -1483990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1483993.375000 Penalty: 4777.573242
	Iteration 45Q: 3 clusters Score -1483993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1483993.375000 Penalty: 4777.573242
	Iteration 46F: 3 clusters Score -1483993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Entering Unmasked Estep 
Score: -775293.187500 Penalty: 2214.171387
	Iteration 0F: 2 clusters Score -775293.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -769212.937500 Penalty: 4428.342773
	Iteration 0F: 3 clusters Score -769212.9 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -770980.750000 Penalty: 4428.342773
	Iteration 1F: 3 clusters Score -770980.8 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -771506.750000 Penalty: 4428.342773
	Iteration 2F: 3 clusters Score -771506.8 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -772081.312500 Penalty: 4428.342773
	Iteration 3F: 3 clusters Score -772081.3 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -772771.187500 Penalty: 4428.342773
	Iteration 4F: 3 clusters Score -772771.2 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -773600.812500 Penalty: 4428.342773
	Iteration 5F: 3 clusters Score -773600.8 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -774476.000000 Penalty: 4428.342773
	Iteration 6F: 3 clusters Score -774476 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -775091.062500 Penalty: 4428.342773
	Iteration 7F: 3 clusters Score -775091.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -775420.375000 Penalty: 4428.342773
	Iteration 8Q: 3 clusters Score -775420.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -775580.687500 Penalty: 4428.342773
	Iteration 9Q: 3 clusters Score -775580.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -775663.687500 Penalty: 4428.342773
	Iteration 10Q: 3 clusters Score -775663.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -775705.625000 Penalty: 4428.342773
	Iteration 11Q: 3 clusters Score -775705.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -775728.250000 Penalty: 4428.342773
	Iteration 12Q: 3 clusters Score -775728.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -775737.750000 Penalty: 4428.342773
	Iteration 13Q: 3 clusters Score -775737.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -775743.312500 Penalty: 4428.342773
	Iteration 14Q: 3 clusters Score -775743.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -775750.375000 Penalty: 4428.342773
	Iteration 15Q: 3 clusters Score -775750.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -775757.750000 Penalty: 4428.342773
	Iteration 16Q: 3 clusters Score -775757.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -775760.562500 Penalty: 4428.342773
	Iteration 17Q: 3 clusters Score -775760.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -775761.812500 Penalty: 4428.342773
	Iteration 18Q: 3 clusters Score -775761.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -775764.875000 Penalty: 4428.342773
	Iteration 19Q: 3 clusters Score -775764.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -775764.687500 Penalty: 4428.342773
	Iteration 20F: 3 clusters Score -775764.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -775768.937500 Penalty: 4428.342773
	Iteration 21Q: 3 clusters Score -775768.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -775768.687500 Penalty: 4428.342773
	Iteration 22Q: 3 clusters Score -775768.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -775770.000000 Penalty: 4428.342773
	Iteration 23Q: 3 clusters Score -775770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -775771.312500 Penalty: 4428.342773
	Iteration 24Q: 3 clusters Score -775771.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -775770.250000 Penalty: 4428.342773
	Iteration 25Q: 3 clusters Score -775770.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -775770.250000 Penalty: 4428.342773
	Iteration 26F: 3 clusters Score -775770.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 18672 members 
Mstep: Class 3 contains 2059 members 
Mstep: Class 4 contains 102694 members 
Mstep: Class 5 contains 34888 members 
Mstep: Class 6 contains 13832 members 
Mstep: Class 7 contains 7558 members 
Mstep: Class 8 contains 183968 members 
Mstep: Class 9 contains 15248 members 
Mstep: Class 10 contains 4001 members 
Mstep: Class 11 contains 17461 members 
Mstep: Class 12 contains 6993 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75242 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13636 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37644 members 
Mstep: Class 20 contains 2024 members 
Mstep: Class 21 contains 137034 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 13034 members 
Mstep: Class 24 contains 2921 members 
Mstep: Class 25 contains 8107 members 
Mstep: Class 26 contains 3984 members 
Mstep: Class 27 contains 4050 members 
Mstep: Class 28 contains 25368 members 
Mstep: Class 29 contains 5760 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20298 members 
Mstep: Class 32 contains 3254 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145736 members 
Mstep: Class 35 contains 25832 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 36766 members 
Mstep: Class 38 contains 27162 members 
Mstep: Class 39 contains 3250 members 
Mstep: Class 40 contains 1390 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3079 members 
Mstep: Class 43 contains 5795 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8719 members 
Mstep: Class 46 contains 16448 members 
Mstep: Class 47 contains 30482 members 
Mstep: Class 48 contains 11624 members 
Mstep: Class 49 contains 3535 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Mstep: Class 53 contains 3540 members 
Entering Unmasked Estep 
Score: -115171496.000000 Penalty: 182896.359375
Splitting cluster 10 changes total score from -115172680.000000 to -115171496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (17461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Entering Unmasked Estep 
Score: -1721914.750000 Penalty: 2422.395752
	Iteration 0F: 2 clusters Score -1721915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1709524.875000 Penalty: 4844.791504
	Iteration 0F: 3 clusters Score -1709525 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1714083.875000 Penalty: 4844.791504
	Iteration 1F: 3 clusters Score -1714084 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1714887.000000 Penalty: 4844.791504
	Iteration 2F: 3 clusters Score -1714887 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1715682.125000 Penalty: 4844.791504
	Iteration 3F: 3 clusters Score -1715682 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1716537.000000 Penalty: 4844.791504
	Iteration 4F: 3 clusters Score -1716537 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1717376.375000 Penalty: 4844.791504
	Iteration 5F: 3 clusters Score -1717376 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1718121.625000 Penalty: 4844.791504
	Iteration 6F: 3 clusters Score -1718122 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1718637.125000 Penalty: 4844.791504
	Iteration 7Q: 3 clusters Score -1718637 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1718950.500000 Penalty: 4844.791504
	Iteration 8Q: 3 clusters Score -1718950 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1719137.000000 Penalty: 4844.791504
	Iteration 9Q: 3 clusters Score -1719137 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1719236.125000 Penalty: 4844.791504
	Iteration 10Q: 3 clusters Score -1719236 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1719320.875000 Penalty: 4844.791504
	Iteration 11Q: 3 clusters Score -1719321 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1719365.500000 Penalty: 4844.791504
	Iteration 12Q: 3 clusters Score -1719366 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1719393.000000 Penalty: 4844.791504
	Iteration 13Q: 3 clusters Score -1719393 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1719426.125000 Penalty: 4844.791504
	Iteration 14Q: 3 clusters Score -1719426 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1719446.500000 Penalty: 4844.791504
	Iteration 15Q: 3 clusters Score -1719446 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1719466.000000 Penalty: 4844.791504
	Iteration 16Q: 3 clusters Score -1719466 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1719484.375000 Penalty: 4844.791504
	Iteration 17Q: 3 clusters Score -1719484 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1719500.000000 Penalty: 4844.791504
	Iteration 18Q: 3 clusters Score -1719500 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1719503.500000 Penalty: 4844.791504
	Iteration 19Q: 3 clusters Score -1719504 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1719510.500000 Penalty: 4844.791504
	Iteration 20F: 3 clusters Score -1719510 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1719519.375000 Penalty: 4844.791504
	Iteration 21Q: 3 clusters Score -1719519 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1719519.375000 Penalty: 4844.791504
	Iteration 22Q: 3 clusters Score -1719519 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1719525.750000 Penalty: 4844.791504
	Iteration 23Q: 3 clusters Score -1719526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1719525.375000 Penalty: 4844.791504
	Iteration 24Q: 3 clusters Score -1719525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1719527.250000 Penalty: 4844.791504
	Iteration 25Q: 3 clusters Score -1719527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1719525.125000 Penalty: 4844.791504
	Iteration 26Q: 3 clusters Score -1719525 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1719528.375000 Penalty: 4844.791504
	Iteration 27Q: 3 clusters Score -1719528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1719529.000000 Penalty: 4844.791504
	Iteration 28Q: 3 clusters Score -1719529 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1719531.500000 Penalty: 4844.791504
	Iteration 29Q: 3 clusters Score -1719532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1719532.500000 Penalty: 4844.791504
	Iteration 30Q: 3 clusters Score -1719532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1719531.250000 Penalty: 4844.791504
	Iteration 31Q: 3 clusters Score -1719531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1719537.750000 Penalty: 4844.791504
	Iteration 32Q: 3 clusters Score -1719538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1719542.625000 Penalty: 4844.791504
	Iteration 33Q: 3 clusters Score -1719543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1719544.875000 Penalty: 4844.791504
	Iteration 34Q: 3 clusters Score -1719545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1719543.000000 Penalty: 4844.791504
	Iteration 35Q: 3 clusters Score -1719543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1719544.750000 Penalty: 4844.791504
	Iteration 36Q: 3 clusters Score -1719545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1719541.000000 Penalty: 4844.791504
	Iteration 37Q: 3 clusters Score -1719541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1719545.875000 Penalty: 4844.791504
	Iteration 38Q: 3 clusters Score -1719546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1719547.000000 Penalty: 4844.791504
	Iteration 39Q: 3 clusters Score -1719547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1719548.750000 Penalty: 4844.791504
	Iteration 40F: 3 clusters Score -1719549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1719544.875000 Penalty: 4844.791504
	Iteration 41Q: 3 clusters Score -1719545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1719544.375000 Penalty: 4844.791504
	Iteration 42Q: 3 clusters Score -1719544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1719545.250000 Penalty: 4844.791504
	Iteration 43Q: 3 clusters Score -1719545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1719546.500000 Penalty: 4844.791504
	Iteration 44Q: 3 clusters Score -1719546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1719544.875000 Penalty: 4844.791504
	Iteration 45Q: 3 clusters Score -1719545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1719542.375000 Penalty: 4844.791504
	Iteration 46Q: 3 clusters Score -1719542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1719544.500000 Penalty: 4844.791504
	Iteration 47Q: 3 clusters Score -1719544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1719547.625000 Penalty: 4844.791504
	Iteration 48Q: 3 clusters Score -1719548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1719551.750000 Penalty: 4844.791504
	Iteration 49Q: 3 clusters Score -1719552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1719551.875000 Penalty: 4844.791504
	Iteration 50Q: 3 clusters Score -1719552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1719551.875000 Penalty: 4844.791504
	Iteration 51Q: 3 clusters Score -1719552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1719553.375000 Penalty: 4844.791504
	Iteration 52Q: 3 clusters Score -1719553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1719553.500000 Penalty: 4844.791504
	Iteration 53Q: 3 clusters Score -1719554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1719554.500000 Penalty: 4844.791504
	Iteration 54Q: 3 clusters Score -1719554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1719554.375000 Penalty: 4844.791504
	Iteration 55Q: 3 clusters Score -1719554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1719556.750000 Penalty: 4844.791504
	Iteration 56Q: 3 clusters Score -1719557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1719557.000000 Penalty: 4844.791504
	Iteration 57Q: 3 clusters Score -1719557 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1719557.875000 Penalty: 4844.791504
	Iteration 58Q: 3 clusters Score -1719558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1719555.875000 Penalty: 4844.791504
	Iteration 59Q: 3 clusters Score -1719556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1719556.250000 Penalty: 4844.791504
	Iteration 60F: 3 clusters Score -1719556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1719559.125000 Penalty: 4844.791504
	Iteration 61Q: 3 clusters Score -1719559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1719558.500000 Penalty: 4844.791504
	Iteration 62Q: 3 clusters Score -1719558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1719555.000000 Penalty: 4844.791504
	Iteration 63Q: 3 clusters Score -1719555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1719556.625000 Penalty: 4844.791504
	Iteration 64Q: 3 clusters Score -1719557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1719555.500000 Penalty: 4844.791504
	Iteration 65Q: 3 clusters Score -1719556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1719555.500000 Penalty: 4844.791504
	Iteration 66F: 3 clusters Score -1719556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Entering Unmasked Estep 
Score: -697223.562500 Penalty: 2195.460938
	Iteration 0F: 2 clusters Score -697223.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -691390.062500 Penalty: 4390.921875
	Iteration 0F: 3 clusters Score -691390.1 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -692933.437500 Penalty: 4390.921875
	Iteration 1F: 3 clusters Score -692933.4 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -693274.812500 Penalty: 4390.921875
	Iteration 2F: 3 clusters Score -693274.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -693521.062500 Penalty: 4390.921875
	Iteration 3F: 3 clusters Score -693521.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -693727.250000 Penalty: 4390.921875
	Iteration 4Q: 3 clusters Score -693727.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -693944.937500 Penalty: 4390.921875
	Iteration 5Q: 3 clusters Score -693944.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -694139.250000 Penalty: 4390.921875
	Iteration 6Q: 3 clusters Score -694139.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -694334.812500 Penalty: 4390.921875
	Iteration 7Q: 3 clusters Score -694334.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -694521.562500 Penalty: 4390.921875
	Iteration 8Q: 3 clusters Score -694521.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -694675.750000 Penalty: 4390.921875
	Iteration 9Q: 3 clusters Score -694675.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -694800.875000 Penalty: 4390.921875
	Iteration 10Q: 3 clusters Score -694800.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -694884.375000 Penalty: 4390.921875
	Iteration 11Q: 3 clusters Score -694884.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -694941.125000 Penalty: 4390.921875
	Iteration 12Q: 3 clusters Score -694941.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -694997.562500 Penalty: 4390.921875
	Iteration 13Q: 3 clusters Score -694997.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -695062.000000 Penalty: 4390.921875
	Iteration 14Q: 3 clusters Score -695062 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -695130.500000 Penalty: 4390.921875
	Iteration 15Q: 3 clusters Score -695130.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -695201.687500 Penalty: 4390.921875
	Iteration 16Q: 3 clusters Score -695201.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -695265.875000 Penalty: 4390.921875
	Iteration 17Q: 3 clusters Score -695265.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -695326.562500 Penalty: 4390.921875
	Iteration 18Q: 3 clusters Score -695326.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -695381.187500 Penalty: 4390.921875
	Iteration 19Q: 3 clusters Score -695381.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -695429.062500 Penalty: 4390.921875
	Iteration 20F: 3 clusters Score -695429.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -695477.875000 Penalty: 4390.921875
	Iteration 21Q: 3 clusters Score -695477.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -695528.625000 Penalty: 4390.921875
	Iteration 22Q: 3 clusters Score -695528.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -695566.562500 Penalty: 4390.921875
	Iteration 23Q: 3 clusters Score -695566.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -695598.000000 Penalty: 4390.921875
	Iteration 24Q: 3 clusters Score -695598 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -695637.250000 Penalty: 4390.921875
	Iteration 25Q: 3 clusters Score -695637.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -695694.937500 Penalty: 4390.921875
	Iteration 26Q: 3 clusters Score -695694.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -695757.500000 Penalty: 4390.921875
	Iteration 27Q: 3 clusters Score -695757.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -695810.437500 Penalty: 4390.921875
	Iteration 28Q: 3 clusters Score -695810.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -695860.875000 Penalty: 4390.921875
	Iteration 29Q: 3 clusters Score -695860.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -695906.250000 Penalty: 4390.921875
	Iteration 30Q: 3 clusters Score -695906.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -695939.312500 Penalty: 4390.921875
	Iteration 31Q: 3 clusters Score -695939.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -695963.062500 Penalty: 4390.921875
	Iteration 32Q: 3 clusters Score -695963.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -695982.937500 Penalty: 4390.921875
	Iteration 33Q: 3 clusters Score -695982.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -695999.812500 Penalty: 4390.921875
	Iteration 34Q: 3 clusters Score -695999.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -696014.000000 Penalty: 4390.921875
	Iteration 35Q: 3 clusters Score -696014 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -696027.562500 Penalty: 4390.921875
	Iteration 36Q: 3 clusters Score -696027.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -696038.812500 Penalty: 4390.921875
	Iteration 37Q: 3 clusters Score -696038.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -696049.187500 Penalty: 4390.921875
	Iteration 38Q: 3 clusters Score -696049.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -696056.562500 Penalty: 4390.921875
	Iteration 39Q: 3 clusters Score -696056.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -696064.250000 Penalty: 4390.921875
	Iteration 40F: 3 clusters Score -696064.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -696076.375000 Penalty: 4390.921875
	Iteration 41Q: 3 clusters Score -696076.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -696087.812500 Penalty: 4390.921875
	Iteration 42Q: 3 clusters Score -696087.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -696092.937500 Penalty: 4390.921875
	Iteration 43Q: 3 clusters Score -696092.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -696101.062500 Penalty: 4390.921875
	Iteration 44Q: 3 clusters Score -696101.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -696104.312500 Penalty: 4390.921875
	Iteration 45Q: 3 clusters Score -696104.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -696106.000000 Penalty: 4390.921875
	Iteration 46Q: 3 clusters Score -696106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -696108.375000 Penalty: 4390.921875
	Iteration 47Q: 3 clusters Score -696108.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -696113.750000 Penalty: 4390.921875
	Iteration 48Q: 3 clusters Score -696113.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -696119.500000 Penalty: 4390.921875
	Iteration 49Q: 3 clusters Score -696119.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -696126.187500 Penalty: 4390.921875
	Iteration 50Q: 3 clusters Score -696126.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -696132.625000 Penalty: 4390.921875
	Iteration 51Q: 3 clusters Score -696132.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -696141.562500 Penalty: 4390.921875
	Iteration 52Q: 3 clusters Score -696141.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -696146.125000 Penalty: 4390.921875
	Iteration 53Q: 3 clusters Score -696146.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -696149.625000 Penalty: 4390.921875
	Iteration 54Q: 3 clusters Score -696149.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -696157.187500 Penalty: 4390.921875
	Iteration 55Q: 3 clusters Score -696157.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -696158.687500 Penalty: 4390.921875
	Iteration 56Q: 3 clusters Score -696158.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -696158.687500 Penalty: 4390.921875
	Iteration 57Q: 3 clusters Score -696158.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -696161.250000 Penalty: 4390.921875
	Iteration 58Q: 3 clusters Score -696161.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -696161.312500 Penalty: 4390.921875
	Iteration 59Q: 3 clusters Score -696161.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -696165.312500 Penalty: 4390.921875
	Iteration 60F: 3 clusters Score -696165.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -696170.500000 Penalty: 4390.921875
	Iteration 61Q: 3 clusters Score -696170.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -696177.187500 Penalty: 4390.921875
	Iteration 62Q: 3 clusters Score -696177.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -696179.312500 Penalty: 4390.921875
	Iteration 63Q: 3 clusters Score -696179.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -696178.187500 Penalty: 4390.921875
	Iteration 64Q: 3 clusters Score -696178.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -696178.187500 Penalty: 4390.921875
	Iteration 65F: 3 clusters Score -696178.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Entering Unmasked Estep 
Score: -33913.382812 Penalty: 1459.753784
	Iteration 0F: 2 clusters Score -33913.38 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 183 members 
Entering Unmasked Estep 
Score: -32677.845703 Penalty: 2919.507568
	Iteration 0F: 3 clusters Score -32677.85 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -32815.980469 Penalty: 2919.507568
	Iteration 1F: 3 clusters Score -32815.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32872.316406 Penalty: 2919.507568
	Iteration 2Q: 3 clusters Score -32872.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -32909.644531 Penalty: 2919.507568
	Iteration 3Q: 3 clusters Score -32909.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -32942.421875 Penalty: 2919.507568
	Iteration 4Q: 3 clusters Score -32942.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -32964.769531 Penalty: 2919.507568
	Iteration 5Q: 3 clusters Score -32964.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -32974.464844 Penalty: 2919.507568
	Iteration 6Q: 3 clusters Score -32974.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -32982.554688 Penalty: 2919.507568
	Iteration 7Q: 3 clusters Score -32982.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -32994.910156 Penalty: 2919.507568
	Iteration 8Q: 3 clusters Score -32994.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -33008.789062 Penalty: 2919.507568
	Iteration 9Q: 3 clusters Score -33008.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -33013.378906 Penalty: 2919.507568
	Iteration 10Q: 3 clusters Score -33013.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -33015.578125 Penalty: 2919.507568
	Iteration 11Q: 3 clusters Score -33015.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -33015.578125 Penalty: 2919.507568
	Iteration 12F: 3 clusters Score -33015.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (75242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75242 members 
Entering Unmasked Estep 
Score: -8364926.000000 Penalty: 2784.659424
	Iteration 0F: 2 clusters Score -8364926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -8314298.000000 Penalty: 5569.318848
	Iteration 0F: 3 clusters Score -8314298 nChanged 35494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 35388 members 
Entering Unmasked Estep 
Score: -8334146.500000 Penalty: 5569.318848
	Iteration 1F: 3 clusters Score -8334146 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 33924 members 
Entering Unmasked Estep 
Score: -8334881.500000 Penalty: 5569.318848
	Iteration 2Q: 3 clusters Score -8334882 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43542 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
Score: -8335881.500000 Penalty: 5569.318848
	Iteration 3Q: 3 clusters Score -8335882 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46792 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -8337560.000000 Penalty: 5569.318848
	Iteration 4Q: 3 clusters Score -8337560 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51278 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -8340513.500000 Penalty: 5569.318848
	Iteration 5F: 3 clusters Score -8340514 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56934 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -8344844.000000 Penalty: 5569.318848
	Iteration 6F: 3 clusters Score -8344844 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63127 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -8350431.000000 Penalty: 5569.318848
	Iteration 7F: 3 clusters Score -8350431 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68605 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -8355812.000000 Penalty: 5569.318848
	Iteration 8F: 3 clusters Score -8355812 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72340 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -8359568.000000 Penalty: 5569.318848
	Iteration 9Q: 3 clusters Score -8359568 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74192 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -8361419.000000 Penalty: 5569.318848
	Iteration 10Q: 3 clusters Score -8361419 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74793 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -8362047.000000 Penalty: 5569.318848
	Iteration 11Q: 3 clusters Score -8362047 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74936 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -8362243.500000 Penalty: 5569.318848
	Iteration 12Q: 3 clusters Score -8362244 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74977 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -8362317.000000 Penalty: 5569.318848
	Iteration 13Q: 3 clusters Score -8362317 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74989 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -8362358.000000 Penalty: 5569.318848
	Iteration 14Q: 3 clusters Score -8362358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75001 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8362401.500000 Penalty: 5569.318848
	Iteration 15Q: 3 clusters Score -8362402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75008 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -8362410.500000 Penalty: 5569.318848
	Iteration 16Q: 3 clusters Score -8362410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75011 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8362411.500000 Penalty: 5569.318848
	Iteration 17Q: 3 clusters Score -8362412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75017 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -8362422.500000 Penalty: 5569.318848
	Iteration 18Q: 3 clusters Score -8362422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75013 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -8362430.000000 Penalty: 5569.318848
	Iteration 19Q: 3 clusters Score -8362430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75013 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -8362430.000000 Penalty: 5569.318848
	Iteration 20F: 3 clusters Score -8362430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Entering Unmasked Estep 
Score: -269886.875000 Penalty: 1939.966309
	Iteration 0F: 2 clusters Score -269886.9 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 1241 members 
Entering Unmasked Estep 
Score: -266955.468750 Penalty: 3879.932617
	Iteration 0F: 3 clusters Score -266955.5 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -267521.937500 Penalty: 3879.932617
	Iteration 1F: 3 clusters Score -267521.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -267692.250000 Penalty: 3879.932617
	Iteration 2F: 3 clusters Score -267692.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -267778.906250 Penalty: 3879.932617
	Iteration 3Q: 3 clusters Score -267778.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -267832.218750 Penalty: 3879.932617
	Iteration 4Q: 3 clusters Score -267832.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -267889.281250 Penalty: 3879.932617
	Iteration 5Q: 3 clusters Score -267889.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -267926.218750 Penalty: 3879.932617
	Iteration 6Q: 3 clusters Score -267926.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -267950.968750 Penalty: 3879.932617
	Iteration 7Q: 3 clusters Score -267951 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -267968.187500 Penalty: 3879.932617
	Iteration 8Q: 3 clusters Score -267968.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -267977.937500 Penalty: 3879.932617
	Iteration 9Q: 3 clusters Score -267977.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -267990.906250 Penalty: 3879.932617
	Iteration 10Q: 3 clusters Score -267990.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -268004.468750 Penalty: 3879.932617
	Iteration 11Q: 3 clusters Score -268004.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -268023.156250 Penalty: 3879.932617
	Iteration 12Q: 3 clusters Score -268023.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -268045.281250 Penalty: 3879.932617
	Iteration 13Q: 3 clusters Score -268045.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -268061.687500 Penalty: 3879.932617
	Iteration 14Q: 3 clusters Score -268061.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -268078.343750 Penalty: 3879.932617
	Iteration 15Q: 3 clusters Score -268078.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -268096.843750 Penalty: 3879.932617
	Iteration 16Q: 3 clusters Score -268096.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -268119.312500 Penalty: 3879.932617
	Iteration 17Q: 3 clusters Score -268119.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -268135.875000 Penalty: 3879.932617
	Iteration 18Q: 3 clusters Score -268135.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -268148.593750 Penalty: 3879.932617
	Iteration 19Q: 3 clusters Score -268148.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -268158.750000 Penalty: 3879.932617
	Iteration 20F: 3 clusters Score -268158.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -268171.062500 Penalty: 3879.932617
	Iteration 21Q: 3 clusters Score -268171.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -268187.406250 Penalty: 3879.932617
	Iteration 22Q: 3 clusters Score -268187.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -268208.843750 Penalty: 3879.932617
	Iteration 23Q: 3 clusters Score -268208.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -268226.187500 Penalty: 3879.932617
	Iteration 24Q: 3 clusters Score -268226.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -268243.687500 Penalty: 3879.932617
	Iteration 25Q: 3 clusters Score -268243.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -268257.812500 Penalty: 3879.932617
	Iteration 26Q: 3 clusters Score -268257.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -268266.500000 Penalty: 3879.932617
	Iteration 27Q: 3 clusters Score -268266.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -268281.468750 Penalty: 3879.932617
	Iteration 28Q: 3 clusters Score -268281.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -268294.031250 Penalty: 3879.932617
	Iteration 29Q: 3 clusters Score -268294 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -268311.250000 Penalty: 3879.932617
	Iteration 30Q: 3 clusters Score -268311.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -268328.531250 Penalty: 3879.932617
	Iteration 31Q: 3 clusters Score -268328.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -268344.625000 Penalty: 3879.932617
	Iteration 32Q: 3 clusters Score -268344.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -268361.500000 Penalty: 3879.932617
	Iteration 33Q: 3 clusters Score -268361.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -268376.968750 Penalty: 3879.932617
	Iteration 34Q: 3 clusters Score -268377 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -268383.843750 Penalty: 3879.932617
	Iteration 35Q: 3 clusters Score -268383.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -268387.250000 Penalty: 3879.932617
	Iteration 36Q: 3 clusters Score -268387.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -268391.812500 Penalty: 3879.932617
	Iteration 37Q: 3 clusters Score -268391.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -268398.843750 Penalty: 3879.932617
	Iteration 38Q: 3 clusters Score -268398.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -268407.906250 Penalty: 3879.932617
	Iteration 39Q: 3 clusters Score -268407.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -268413.281250 Penalty: 3879.932617
	Iteration 40F: 3 clusters Score -268413.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -268418.468750 Penalty: 3879.932617
	Iteration 41Q: 3 clusters Score -268418.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -268421.625000 Penalty: 3879.932617
	Iteration 42Q: 3 clusters Score -268421.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -268426.468750 Penalty: 3879.932617
	Iteration 43Q: 3 clusters Score -268426.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -268432.750000 Penalty: 3879.932617
	Iteration 44Q: 3 clusters Score -268432.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -268438.000000 Penalty: 3879.932617
	Iteration 45Q: 3 clusters Score -268438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -268444.937500 Penalty: 3879.932617
	Iteration 46Q: 3 clusters Score -268444.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -268451.968750 Penalty: 3879.932617
	Iteration 47Q: 3 clusters Score -268452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -268459.250000 Penalty: 3879.932617
	Iteration 48Q: 3 clusters Score -268459.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -268463.531250 Penalty: 3879.932617
	Iteration 49Q: 3 clusters Score -268463.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -268467.468750 Penalty: 3879.932617
	Iteration 50Q: 3 clusters Score -268467.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -268471.500000 Penalty: 3879.932617
	Iteration 51Q: 3 clusters Score -268471.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -268475.187500 Penalty: 3879.932617
	Iteration 52Q: 3 clusters Score -268475.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -268479.125000 Penalty: 3879.932617
	Iteration 53Q: 3 clusters Score -268479.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -268481.906250 Penalty: 3879.932617
	Iteration 54Q: 3 clusters Score -268481.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -268484.875000 Penalty: 3879.932617
	Iteration 55Q: 3 clusters Score -268484.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -268487.250000 Penalty: 3879.932617
	Iteration 56Q: 3 clusters Score -268487.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -268487.250000 Penalty: 3879.932617
	Iteration 57F: 3 clusters Score -268487.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Entering Unmasked Estep 
Score: -1456909.500000 Penalty: 2361.076172
	Iteration 0F: 2 clusters Score -1456910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1446914.125000 Penalty: 4722.152344
	Iteration 0F: 3 clusters Score -1446914 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1450173.125000 Penalty: 4722.152344
	Iteration 1F: 3 clusters Score -1450173 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1450657.625000 Penalty: 4722.152344
	Iteration 2F: 3 clusters Score -1450658 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1451078.750000 Penalty: 4722.152344
	Iteration 3F: 3 clusters Score -1451079 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1451539.250000 Penalty: 4722.152344
	Iteration 4F: 3 clusters Score -1451539 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1452057.750000 Penalty: 4722.152344
	Iteration 5F: 3 clusters Score -1452058 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1452562.250000 Penalty: 4722.152344
	Iteration 6F: 3 clusters Score -1452562 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1453013.875000 Penalty: 4722.152344
	Iteration 7F: 3 clusters Score -1453014 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1453417.125000 Penalty: 4722.152344
	Iteration 8Q: 3 clusters Score -1453417 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1453714.250000 Penalty: 4722.152344
	Iteration 9Q: 3 clusters Score -1453714 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1453914.875000 Penalty: 4722.152344
	Iteration 10Q: 3 clusters Score -1453915 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1454049.875000 Penalty: 4722.152344
	Iteration 11Q: 3 clusters Score -1454050 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1454139.500000 Penalty: 4722.152344
	Iteration 12Q: 3 clusters Score -1454140 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1454199.375000 Penalty: 4722.152344
	Iteration 13Q: 3 clusters Score -1454199 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1454233.875000 Penalty: 4722.152344
	Iteration 14Q: 3 clusters Score -1454234 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1454265.125000 Penalty: 4722.152344
	Iteration 15Q: 3 clusters Score -1454265 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1454289.375000 Penalty: 4722.152344
	Iteration 16Q: 3 clusters Score -1454289 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1454317.750000 Penalty: 4722.152344
	Iteration 17Q: 3 clusters Score -1454318 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1454349.875000 Penalty: 4722.152344
	Iteration 18Q: 3 clusters Score -1454350 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1454374.625000 Penalty: 4722.152344
	Iteration 19Q: 3 clusters Score -1454375 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1454398.250000 Penalty: 4722.152344
	Iteration 20F: 3 clusters Score -1454398 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1454413.125000 Penalty: 4722.152344
	Iteration 21Q: 3 clusters Score -1454413 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1454420.500000 Penalty: 4722.152344
	Iteration 22Q: 3 clusters Score -1454420 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1454431.750000 Penalty: 4722.152344
	Iteration 23Q: 3 clusters Score -1454432 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1454446.250000 Penalty: 4722.152344
	Iteration 24Q: 3 clusters Score -1454446 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1454451.875000 Penalty: 4722.152344
	Iteration 25Q: 3 clusters Score -1454452 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1454460.250000 Penalty: 4722.152344
	Iteration 26Q: 3 clusters Score -1454460 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1454465.750000 Penalty: 4722.152344
	Iteration 27Q: 3 clusters Score -1454466 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1454472.125000 Penalty: 4722.152344
	Iteration 28Q: 3 clusters Score -1454472 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1454476.875000 Penalty: 4722.152344
	Iteration 29Q: 3 clusters Score -1454477 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1454486.875000 Penalty: 4722.152344
	Iteration 30Q: 3 clusters Score -1454487 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1454490.875000 Penalty: 4722.152344
	Iteration 31Q: 3 clusters Score -1454491 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1454498.250000 Penalty: 4722.152344
	Iteration 32Q: 3 clusters Score -1454498 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1454502.625000 Penalty: 4722.152344
	Iteration 33Q: 3 clusters Score -1454503 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1454502.250000 Penalty: 4722.152344
	Iteration 34Q: 3 clusters Score -1454502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1454501.500000 Penalty: 4722.152344
	Iteration 35Q: 3 clusters Score -1454502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1454507.750000 Penalty: 4722.152344
	Iteration 36Q: 3 clusters Score -1454508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1454505.875000 Penalty: 4722.152344
	Iteration 37Q: 3 clusters Score -1454506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1454510.750000 Penalty: 4722.152344
	Iteration 38Q: 3 clusters Score -1454511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1454516.500000 Penalty: 4722.152344
	Iteration 39Q: 3 clusters Score -1454516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1454518.875000 Penalty: 4722.152344
	Iteration 40F: 3 clusters Score -1454519 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1454517.250000 Penalty: 4722.152344
	Iteration 41Q: 3 clusters Score -1454517 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1454523.375000 Penalty: 4722.152344
	Iteration 42Q: 3 clusters Score -1454523 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1454522.625000 Penalty: 4722.152344
	Iteration 43Q: 3 clusters Score -1454523 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1454524.375000 Penalty: 4722.152344
	Iteration 44Q: 3 clusters Score -1454524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1454526.250000 Penalty: 4722.152344
	Iteration 45Q: 3 clusters Score -1454526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1454526.625000 Penalty: 4722.152344
	Iteration 46Q: 3 clusters Score -1454527 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1454531.875000 Penalty: 4722.152344
	Iteration 47Q: 3 clusters Score -1454532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1454532.375000 Penalty: 4722.152344
	Iteration 48Q: 3 clusters Score -1454532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1454529.125000 Penalty: 4722.152344
	Iteration 49Q: 3 clusters Score -1454529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1454531.000000 Penalty: 4722.152344
	Iteration 50Q: 3 clusters Score -1454531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1454536.250000 Penalty: 4722.152344
	Iteration 51Q: 3 clusters Score -1454536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1454533.250000 Penalty: 4722.152344
	Iteration 52Q: 3 clusters Score -1454533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1454533.000000 Penalty: 4722.152344
	Iteration 53Q: 3 clusters Score -1454533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1454535.625000 Penalty: 4722.152344
	Iteration 54Q: 3 clusters Score -1454536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1454540.375000 Penalty: 4722.152344
	Iteration 55Q: 3 clusters Score -1454540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1454544.750000 Penalty: 4722.152344
	Iteration 56Q: 3 clusters Score -1454545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1454539.375000 Penalty: 4722.152344
	Iteration 57Q: 3 clusters Score -1454539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1454541.125000 Penalty: 4722.152344
	Iteration 58Q: 3 clusters Score -1454541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1454542.875000 Penalty: 4722.152344
	Iteration 59Q: 3 clusters Score -1454543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1454540.250000 Penalty: 4722.152344
	Iteration 60F: 3 clusters Score -1454540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1454542.500000 Penalty: 4722.152344
	Iteration 61Q: 3 clusters Score -1454542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1454545.750000 Penalty: 4722.152344
	Iteration 62Q: 3 clusters Score -1454546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1454543.625000 Penalty: 4722.152344
	Iteration 63Q: 3 clusters Score -1454544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1454543.750000 Penalty: 4722.152344
	Iteration 64Q: 3 clusters Score -1454544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1454544.250000 Penalty: 4722.152344
	Iteration 65Q: 3 clusters Score -1454544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1454543.500000 Penalty: 4722.152344
	Iteration 66Q: 3 clusters Score -1454544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1454543.750000 Penalty: 4722.152344
	Iteration 67Q: 3 clusters Score -1454544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1454543.875000 Penalty: 4722.152344
	Iteration 68Q: 3 clusters Score -1454544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1454543.750000 Penalty: 4722.152344
	Iteration 69Q: 3 clusters Score -1454544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1454543.750000 Penalty: 4722.152344
	Iteration 70F: 3 clusters Score -1454544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Entering Unmasked Estep 
Score: -167606.843750 Penalty: 1826.878418
	Iteration 0F: 2 clusters Score -167606.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -165241.359375 Penalty: 3653.756836
	Iteration 0F: 3 clusters Score -165241.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -165622.625000 Penalty: 3653.756836
	Iteration 1F: 3 clusters Score -165622.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -165728.390625 Penalty: 3653.756836
	Iteration 2F: 3 clusters Score -165728.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -165802.937500 Penalty: 3653.756836
	Iteration 3Q: 3 clusters Score -165802.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -165853.937500 Penalty: 3653.756836
	Iteration 4Q: 3 clusters Score -165853.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -165882.281250 Penalty: 3653.756836
	Iteration 5Q: 3 clusters Score -165882.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -165904.546875 Penalty: 3653.756836
	Iteration 6Q: 3 clusters Score -165904.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -165932.671875 Penalty: 3653.756836
	Iteration 7Q: 3 clusters Score -165932.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -165954.218750 Penalty: 3653.756836
	Iteration 8Q: 3 clusters Score -165954.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -165964.656250 Penalty: 3653.756836
	Iteration 9Q: 3 clusters Score -165964.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -165968.046875 Penalty: 3653.756836
	Iteration 10Q: 3 clusters Score -165968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -165972.546875 Penalty: 3653.756836
	Iteration 11Q: 3 clusters Score -165972.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -165976.125000 Penalty: 3653.756836
	Iteration 12Q: 3 clusters Score -165976.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -165979.375000 Penalty: 3653.756836
	Iteration 13Q: 3 clusters Score -165979.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -165982.125000 Penalty: 3653.756836
	Iteration 14Q: 3 clusters Score -165982.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -165983.625000 Penalty: 3653.756836
	Iteration 15Q: 3 clusters Score -165983.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -165984.281250 Penalty: 3653.756836
	Iteration 16Q: 3 clusters Score -165984.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -165985.359375 Penalty: 3653.756836
	Iteration 17Q: 3 clusters Score -165985.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -165986.750000 Penalty: 3653.756836
	Iteration 18Q: 3 clusters Score -165986.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -165986.750000 Penalty: 3653.756836
	Iteration 19F: 3 clusters Score -165986.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -13971.347656 Penalty: 1280.866943
	Iteration 0F: 2 clusters Score -13971.35 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 90 members 
Entering Unmasked Estep 
Score: -12981.326172 Penalty: 2561.733887
	Iteration 0F: 3 clusters Score -12981.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -13059.956055 Penalty: 2561.733887
	Iteration 1F: 3 clusters Score -13059.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -13112.530273 Penalty: 2561.733887
	Iteration 2Q: 3 clusters Score -13112.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -13154.584961 Penalty: 2561.733887
	Iteration 3Q: 3 clusters Score -13154.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -13190.327148 Penalty: 2561.733887
	Iteration 4Q: 3 clusters Score -13190.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -13204.551758 Penalty: 2561.733887
	Iteration 5Q: 3 clusters Score -13204.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -13204.551758 Penalty: 2561.733887
	Iteration 6F: 3 clusters Score -13204.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Entering Unmasked Estep 
Score: -4151252.250000 Penalty: 2612.910400
	Iteration 0F: 2 clusters Score -4151252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -4125641.500000 Penalty: 5225.820801
	Iteration 0F: 3 clusters Score -4125642 nChanged 17224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -4134831.500000 Penalty: 5225.820801
	Iteration 1F: 3 clusters Score -4134832 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -4135326.500000 Penalty: 5225.820801
	Iteration 2Q: 3 clusters Score -4135326 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -4135727.000000 Penalty: 5225.820801
	Iteration 3Q: 3 clusters Score -4135727 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -4136102.250000 Penalty: 5225.820801
	Iteration 4Q: 3 clusters Score -4136102 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -4136438.750000 Penalty: 5225.820801
	Iteration 5Q: 3 clusters Score -4136439 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -4136799.750000 Penalty: 5225.820801
	Iteration 6Q: 3 clusters Score -4136800 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -4137235.750000 Penalty: 5225.820801
	Iteration 7Q: 3 clusters Score -4137236 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -4137913.750000 Penalty: 5225.820801
	Iteration 8Q: 3 clusters Score -4137914 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -4138941.500000 Penalty: 5225.820801
	Iteration 9F: 3 clusters Score -4138942 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -4140483.250000 Penalty: 5225.820801
	Iteration 10F: 3 clusters Score -4140483 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -4142540.000000 Penalty: 5225.820801
	Iteration 11F: 3 clusters Score -4142540 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -4144726.750000 Penalty: 5225.820801
	Iteration 12F: 3 clusters Score -4144727 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -4146486.750000 Penalty: 5225.820801
	Iteration 13F: 3 clusters Score -4146487 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 35475 members 
Entering Unmasked Estep 
Score: -4147514.000000 Penalty: 5225.820801
	Iteration 14Q: 3 clusters Score -4147514 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -4148075.250000 Penalty: 5225.820801
	Iteration 15Q: 3 clusters Score -4148075 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -4148403.750000 Penalty: 5225.820801
	Iteration 16Q: 3 clusters Score -4148404 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -4148588.250000 Penalty: 5225.820801
	Iteration 17Q: 3 clusters Score -4148588 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -4148721.500000 Penalty: 5225.820801
	Iteration 18Q: 3 clusters Score -4148722 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -4148800.500000 Penalty: 5225.820801
	Iteration 19Q: 3 clusters Score -4148800 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 37059 members 
Entering Unmasked Estep 
Score: -4148856.000000 Penalty: 5225.820801
	Iteration 20F: 3 clusters Score -4148856 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 37098 members 
Entering Unmasked Estep 
Score: -4148889.500000 Penalty: 5225.820801
	Iteration 21Q: 3 clusters Score -4148890 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 37128 members 
Entering Unmasked Estep 
Score: -4148912.500000 Penalty: 5225.820801
	Iteration 22Q: 3 clusters Score -4148912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -4148917.000000 Penalty: 5225.820801
	Iteration 23Q: 3 clusters Score -4148917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -4148923.500000 Penalty: 5225.820801
	Iteration 24Q: 3 clusters Score -4148924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 37164 members 
Entering Unmasked Estep 
Score: -4148933.000000 Penalty: 5225.820801
	Iteration 25Q: 3 clusters Score -4148933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 37171 members 
Entering Unmasked Estep 
Score: -4148947.500000 Penalty: 5225.820801
	Iteration 26Q: 3 clusters Score -4148948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 37175 members 
Entering Unmasked Estep 
Score: -4148951.250000 Penalty: 5225.820801
	Iteration 27Q: 3 clusters Score -4148951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 37174 members 
Entering Unmasked Estep 
Score: -4148958.000000 Penalty: 5225.820801
	Iteration 28Q: 3 clusters Score -4148958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 37174 members 
Entering Unmasked Estep 
Score: -4148957.750000 Penalty: 5225.820801
	Iteration 29Q: 3 clusters Score -4148958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 37179 members 
Entering Unmasked Estep 
Score: -4148960.250000 Penalty: 5225.820801
	Iteration 30Q: 3 clusters Score -4148960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -4148964.250000 Penalty: 5225.820801
	Iteration 31Q: 3 clusters Score -4148964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 37188 members 
Entering Unmasked Estep 
Score: -4148961.250000 Penalty: 5225.820801
	Iteration 32Q: 3 clusters Score -4148961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -4148970.000000 Penalty: 5225.820801
	Iteration 33Q: 3 clusters Score -4148970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -4148980.250000 Penalty: 5225.820801
	Iteration 34Q: 3 clusters Score -4148980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -4148977.250000 Penalty: 5225.820801
	Iteration 35Q: 3 clusters Score -4148977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -4148983.000000 Penalty: 5225.820801
	Iteration 36Q: 3 clusters Score -4148983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 37207 members 
Entering Unmasked Estep 
Score: -4148990.000000 Penalty: 5225.820801
	Iteration 37Q: 3 clusters Score -4148990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 37212 members 
Entering Unmasked Estep 
Score: -4148993.500000 Penalty: 5225.820801
	Iteration 38Q: 3 clusters Score -4148994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -4148996.250000 Penalty: 5225.820801
	Iteration 39Q: 3 clusters Score -4148996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -4149004.000000 Penalty: 5225.820801
	Iteration 40F: 3 clusters Score -4149004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 37227 members 
Entering Unmasked Estep 
Score: -4149001.000000 Penalty: 5225.820801
	Iteration 41Q: 3 clusters Score -4149001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -4149002.500000 Penalty: 5225.820801
	Iteration 42Q: 3 clusters Score -4149002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 37234 members 
Entering Unmasked Estep 
Score: -4149013.500000 Penalty: 5225.820801
	Iteration 43Q: 3 clusters Score -4149014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -4149015.750000 Penalty: 5225.820801
	Iteration 44Q: 3 clusters Score -4149016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -4149018.750000 Penalty: 5225.820801
	Iteration 45Q: 3 clusters Score -4149019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 37242 members 
Entering Unmasked Estep 
Score: -4149020.750000 Penalty: 5225.820801
	Iteration 46Q: 3 clusters Score -4149021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 37244 members 
Entering Unmasked Estep 
Score: -4149021.500000 Penalty: 5225.820801
	Iteration 47Q: 3 clusters Score -4149022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
Score: -4149021.250000 Penalty: 5225.820801
	Iteration 48Q: 3 clusters Score -4149021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -4149025.750000 Penalty: 5225.820801
	Iteration 49Q: 3 clusters Score -4149026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 37247 members 
Entering Unmasked Estep 
Score: -4149024.750000 Penalty: 5225.820801
	Iteration 50Q: 3 clusters Score -4149025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -4149030.250000 Penalty: 5225.820801
	Iteration 51Q: 3 clusters Score -4149030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 37250 members 
Entering Unmasked Estep 
Score: -4149031.250000 Penalty: 5225.820801
	Iteration 52Q: 3 clusters Score -4149031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 37253 members 
Entering Unmasked Estep 
Score: -4149034.250000 Penalty: 5225.820801
	Iteration 53Q: 3 clusters Score -4149034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
Score: -4149037.500000 Penalty: 5225.820801
	Iteration 54Q: 3 clusters Score -4149038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 37258 members 
Entering Unmasked Estep 
Score: -4149040.500000 Penalty: 5225.820801
	Iteration 55Q: 3 clusters Score -4149040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -4149042.250000 Penalty: 5225.820801
	Iteration 56Q: 3 clusters Score -4149042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -4149043.250000 Penalty: 5225.820801
	Iteration 57Q: 3 clusters Score -4149043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -4149043.250000 Penalty: 5225.820801
	Iteration 58F: 3 clusters Score -4149043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Entering Unmasked Estep 
Score: -224476.515625 Penalty: 1887.982178
	Iteration 0F: 2 clusters Score -224476.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -221822.937500 Penalty: 3775.964355
	Iteration 0F: 3 clusters Score -221822.9 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -222258.828125 Penalty: 3775.964355
	Iteration 1F: 3 clusters Score -222258.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -222363.843750 Penalty: 3775.964355
	Iteration 2F: 3 clusters Score -222363.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -222424.234375 Penalty: 3775.964355
	Iteration 3Q: 3 clusters Score -222424.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -222460.312500 Penalty: 3775.964355
	Iteration 4Q: 3 clusters Score -222460.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -222480.703125 Penalty: 3775.964355
	Iteration 5Q: 3 clusters Score -222480.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -222491.031250 Penalty: 3775.964355
	Iteration 6Q: 3 clusters Score -222491 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -222504.406250 Penalty: 3775.964355
	Iteration 7Q: 3 clusters Score -222504.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -222524.203125 Penalty: 3775.964355
	Iteration 8Q: 3 clusters Score -222524.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -222541.000000 Penalty: 3775.964355
	Iteration 9Q: 3 clusters Score -222541 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -222548.968750 Penalty: 3775.964355
	Iteration 10Q: 3 clusters Score -222549 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -222556.218750 Penalty: 3775.964355
	Iteration 11Q: 3 clusters Score -222556.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -222562.093750 Penalty: 3775.964355
	Iteration 12Q: 3 clusters Score -222562.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -222565.515625 Penalty: 3775.964355
	Iteration 13Q: 3 clusters Score -222565.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -222570.109375 Penalty: 3775.964355
	Iteration 14Q: 3 clusters Score -222570.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -222572.218750 Penalty: 3775.964355
	Iteration 15Q: 3 clusters Score -222572.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -222573.578125 Penalty: 3775.964355
	Iteration 16Q: 3 clusters Score -222573.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -222576.140625 Penalty: 3775.964355
	Iteration 17Q: 3 clusters Score -222576.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -222580.187500 Penalty: 3775.964355
	Iteration 18Q: 3 clusters Score -222580.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -222583.093750 Penalty: 3775.964355
	Iteration 19Q: 3 clusters Score -222583.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -222584.453125 Penalty: 3775.964355
	Iteration 20F: 3 clusters Score -222584.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -222586.421875 Penalty: 3775.964355
	Iteration 21Q: 3 clusters Score -222586.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -222589.093750 Penalty: 3775.964355
	Iteration 22Q: 3 clusters Score -222589.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -222592.609375 Penalty: 3775.964355
	Iteration 23Q: 3 clusters Score -222592.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -222596.046875 Penalty: 3775.964355
	Iteration 24Q: 3 clusters Score -222596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -222599.640625 Penalty: 3775.964355
	Iteration 25Q: 3 clusters Score -222599.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -222602.000000 Penalty: 3775.964355
	Iteration 26Q: 3 clusters Score -222602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -222602.750000 Penalty: 3775.964355
	Iteration 27Q: 3 clusters Score -222602.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -222603.484375 Penalty: 3775.964355
	Iteration 28Q: 3 clusters Score -222603.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -222603.484375 Penalty: 3775.964355
	Iteration 29F: 3 clusters Score -222603.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (137034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137034 members 
Entering Unmasked Estep 
Score: -14036189.000000 Penalty: 2933.340332
	Iteration 0F: 2 clusters Score -1.403619e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68454 members 
Mstep: Class 2 contains 68580 members 
Entering Unmasked Estep 
Score: -13944721.000000 Penalty: 5866.680664
	Iteration 0F: 3 clusters Score -1.394472e+07 nChanged 65259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66927 members 
Mstep: Class 2 contains 70107 members 
Entering Unmasked Estep 
Score: -13982841.000000 Penalty: 5866.680664
	Iteration 1F: 3 clusters Score -1.398284e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66029 members 
Mstep: Class 2 contains 71005 members 
Entering Unmasked Estep 
Score: -13984078.000000 Penalty: 5866.680664
	Iteration 2Q: 3 clusters Score -1.398408e+07 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64873 members 
Mstep: Class 2 contains 72161 members 
Entering Unmasked Estep 
Score: -13985552.000000 Penalty: 5866.680664
	Iteration 3Q: 3 clusters Score -1.398555e+07 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63332 members 
Mstep: Class 2 contains 73702 members 
Entering Unmasked Estep 
Score: -13987533.000000 Penalty: 5866.680664
	Iteration 4Q: 3 clusters Score -1.398753e+07 nChanged 6276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61140 members 
Mstep: Class 2 contains 75894 members 
Entering Unmasked Estep 
Score: -13990396.000000 Penalty: 5866.680664
	Iteration 5Q: 3 clusters Score -1.39904e+07 nChanged 7033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58391 members 
Mstep: Class 2 contains 78643 members 
Entering Unmasked Estep 
Score: -13994207.000000 Penalty: 5866.680664
	Iteration 6F: 3 clusters Score -1.399421e+07 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55189 members 
Mstep: Class 2 contains 81845 members 
Entering Unmasked Estep 
Score: -13998851.000000 Penalty: 5866.680664
	Iteration 7F: 3 clusters Score -1.399885e+07 nChanged 8030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51829 members 
Mstep: Class 2 contains 85205 members 
Entering Unmasked Estep 
Score: -14004248.000000 Penalty: 5866.680664
	Iteration 8F: 3 clusters Score -1.400425e+07 nChanged 7617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48678 members 
Mstep: Class 2 contains 88356 members 
Entering Unmasked Estep 
Score: -14009075.000000 Penalty: 5866.680664
	Iteration 9F: 3 clusters Score -1.400908e+07 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 90993 members 
Entering Unmasked Estep 
Score: -14012655.000000 Penalty: 5866.680664
	Iteration 10Q: 3 clusters Score -1.401266e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43912 members 
Mstep: Class 2 contains 93122 members 
Entering Unmasked Estep 
Score: -14014882.000000 Penalty: 5866.680664
	Iteration 11Q: 3 clusters Score -1.401488e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41983 members 
Mstep: Class 2 contains 95051 members 
Entering Unmasked Estep 
Score: -14016036.000000 Penalty: 5866.680664
	Iteration 12Q: 3 clusters Score -1.401604e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 96865 members 
Entering Unmasked Estep 
Score: -14016786.000000 Penalty: 5866.680664
	Iteration 13Q: 3 clusters Score -1.401679e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38372 members 
Mstep: Class 2 contains 98662 members 
Entering Unmasked Estep 
Score: -14017471.000000 Penalty: 5866.680664
	Iteration 14Q: 3 clusters Score -1.401747e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 100482 members 
Entering Unmasked Estep 
Score: -14018059.000000 Penalty: 5866.680664
	Iteration 15Q: 3 clusters Score -1.401806e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34716 members 
Mstep: Class 2 contains 102318 members 
Entering Unmasked Estep 
Score: -14018777.000000 Penalty: 5866.680664
	Iteration 16Q: 3 clusters Score -1.401878e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 104148 members 
Entering Unmasked Estep 
Score: -14019548.000000 Penalty: 5866.680664
	Iteration 17Q: 3 clusters Score -1.401955e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 105973 members 
Entering Unmasked Estep 
Score: -14020222.000000 Penalty: 5866.680664
	Iteration 18Q: 3 clusters Score -1.402022e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 107882 members 
Entering Unmasked Estep 
Score: -14020967.000000 Penalty: 5866.680664
	Iteration 19Q: 3 clusters Score -1.402097e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 2 contains 109751 members 
Entering Unmasked Estep 
Score: -14021566.000000 Penalty: 5866.680664
	Iteration 20F: 3 clusters Score -1.402157e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 111681 members 
Entering Unmasked Estep 
Score: -14022224.000000 Penalty: 5866.680664
	Iteration 21Q: 3 clusters Score -1.402222e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 113647 members 
Entering Unmasked Estep 
Score: -14022995.000000 Penalty: 5866.680664
	Iteration 22Q: 3 clusters Score -1.4023e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 115578 members 
Entering Unmasked Estep 
Score: -14023569.000000 Penalty: 5866.680664
	Iteration 23Q: 3 clusters Score -1.402357e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 117559 members 
Entering Unmasked Estep 
Score: -14024492.000000 Penalty: 5866.680664
	Iteration 24Q: 3 clusters Score -1.402449e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 119489 members 
Entering Unmasked Estep 
Score: -14025351.000000 Penalty: 5866.680664
	Iteration 25Q: 3 clusters Score -1.402535e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 121462 members 
Entering Unmasked Estep 
Score: -14026277.000000 Penalty: 5866.680664
	Iteration 26Q: 3 clusters Score -1.402628e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 123393 members 
Entering Unmasked Estep 
Score: -14027289.000000 Penalty: 5866.680664
	Iteration 27Q: 3 clusters Score -1.402729e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 125293 members 
Entering Unmasked Estep 
Score: -14028410.000000 Penalty: 5866.680664
	Iteration 28Q: 3 clusters Score -1.402841e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 127052 members 
Entering Unmasked Estep 
Score: -14029505.000000 Penalty: 5866.680664
	Iteration 29Q: 3 clusters Score -1.40295e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 128630 members 
Entering Unmasked Estep 
Score: -14030528.000000 Penalty: 5866.680664
	Iteration 30Q: 3 clusters Score -1.403053e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 129977 members 
Entering Unmasked Estep 
Score: -14031651.000000 Penalty: 5866.680664
	Iteration 31Q: 3 clusters Score -1.403165e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 131089 members 
Entering Unmasked Estep 
Score: -14032528.000000 Penalty: 5866.680664
	Iteration 32Q: 3 clusters Score -1.403253e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 131890 members 
Entering Unmasked Estep 
Score: -14033157.000000 Penalty: 5866.680664
	Iteration 33Q: 3 clusters Score -1.403316e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 132535 members 
Entering Unmasked Estep 
Score: -14033789.000000 Penalty: 5866.680664
	Iteration 34Q: 3 clusters Score -1.403379e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 133029 members 
Entering Unmasked Estep 
Score: -14034254.000000 Penalty: 5866.680664
	Iteration 35Q: 3 clusters Score -1.403425e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 133395 members 
Entering Unmasked Estep 
Score: -14034656.000000 Penalty: 5866.680664
	Iteration 36Q: 3 clusters Score -1.403466e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 133676 members 
Entering Unmasked Estep 
Score: -14034989.000000 Penalty: 5866.680664
	Iteration 37Q: 3 clusters Score -1.403499e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 133889 members 
Entering Unmasked Estep 
Score: -14035241.000000 Penalty: 5866.680664
	Iteration 38Q: 3 clusters Score -1.403524e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 134029 members 
Entering Unmasked Estep 
Score: -14035383.000000 Penalty: 5866.680664
	Iteration 39Q: 3 clusters Score -1.403538e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 134159 members 
Entering Unmasked Estep 
Score: -14035472.000000 Penalty: 5866.680664
	Iteration 40F: 3 clusters Score -1.403547e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 134238 members 
Entering Unmasked Estep 
Score: -14035544.000000 Penalty: 5866.680664
	Iteration 41Q: 3 clusters Score -1.403554e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 134295 members 
Entering Unmasked Estep 
Score: -14035566.000000 Penalty: 5866.680664
	Iteration 42Q: 3 clusters Score -1.403557e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 134331 members 
Entering Unmasked Estep 
Score: -14035595.000000 Penalty: 5866.680664
	Iteration 43Q: 3 clusters Score -1.40356e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 134347 members 
Entering Unmasked Estep 
Score: -14035616.000000 Penalty: 5866.680664
	Iteration 44Q: 3 clusters Score -1.403562e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 134354 members 
Entering Unmasked Estep 
Score: -14035600.000000 Penalty: 5866.680664
	Iteration 45Q: 3 clusters Score -1.40356e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 134368 members 
Entering Unmasked Estep 
Score: -14035619.000000 Penalty: 5866.680664
	Iteration 46Q: 3 clusters Score -1.403562e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 134375 members 
Entering Unmasked Estep 
Score: -14035618.000000 Penalty: 5866.680664
	Iteration 47Q: 3 clusters Score -1.403562e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 134379 members 
Entering Unmasked Estep 
Score: -14035628.000000 Penalty: 5866.680664
	Iteration 48Q: 3 clusters Score -1.403563e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 134395 members 
Entering Unmasked Estep 
Score: -14035621.000000 Penalty: 5866.680664
	Iteration 49Q: 3 clusters Score -1.403562e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 134408 members 
Entering Unmasked Estep 
Score: -14035639.000000 Penalty: 5866.680664
	Iteration 50Q: 3 clusters Score -1.403564e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 134422 members 
Entering Unmasked Estep 
Score: -14035651.000000 Penalty: 5866.680664
	Iteration 51Q: 3 clusters Score -1.403565e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 134433 members 
Entering Unmasked Estep 
Score: -14035659.000000 Penalty: 5866.680664
	Iteration 52Q: 3 clusters Score -1.403566e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 134445 members 
Entering Unmasked Estep 
Score: -14035654.000000 Penalty: 5866.680664
	Iteration 53Q: 3 clusters Score -1.403565e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 134451 members 
Entering Unmasked Estep 
Score: -14035666.000000 Penalty: 5866.680664
	Iteration 54Q: 3 clusters Score -1.403567e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 134459 members 
Entering Unmasked Estep 
Score: -14035673.000000 Penalty: 5866.680664
	Iteration 55Q: 3 clusters Score -1.403567e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 134466 members 
Entering Unmasked Estep 
Score: -14035664.000000 Penalty: 5866.680664
	Iteration 56Q: 3 clusters Score -1.403566e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 134470 members 
Entering Unmasked Estep 
Score: -14035656.000000 Penalty: 5866.680664
	Iteration 57Q: 3 clusters Score -1.403566e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 134475 members 
Entering Unmasked Estep 
Score: -14035655.000000 Penalty: 5866.680664
	Iteration 58Q: 3 clusters Score -1.403566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 134479 members 
Entering Unmasked Estep 
Score: -14035659.000000 Penalty: 5866.680664
	Iteration 59Q: 3 clusters Score -1.403566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 134481 members 
Entering Unmasked Estep 
Score: -14035645.000000 Penalty: 5866.680664
	Iteration 60F: 3 clusters Score -1.403564e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Entering Unmasked Estep 
Score: -349171.250000 Penalty: 2010.639893
	Iteration 0F: 2 clusters Score -349171.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -345767.781250 Penalty: 4021.279785
	Iteration 0F: 3 clusters Score -345767.8 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -346533.250000 Penalty: 4021.279785
	Iteration 1F: 3 clusters Score -346533.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -346736.687500 Penalty: 4021.279785
	Iteration 2F: 3 clusters Score -346736.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -346863.468750 Penalty: 4021.279785
	Iteration 3F: 3 clusters Score -346863.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -346970.968750 Penalty: 4021.279785
	Iteration 4Q: 3 clusters Score -346971 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -347048.406250 Penalty: 4021.279785
	Iteration 5Q: 3 clusters Score -347048.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -347116.718750 Penalty: 4021.279785
	Iteration 6Q: 3 clusters Score -347116.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -347202.218750 Penalty: 4021.279785
	Iteration 7Q: 3 clusters Score -347202.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -347293.593750 Penalty: 4021.279785
	Iteration 8Q: 3 clusters Score -347293.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -347399.093750 Penalty: 4021.279785
	Iteration 9Q: 3 clusters Score -347399.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -347484.343750 Penalty: 4021.279785
	Iteration 10Q: 3 clusters Score -347484.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -347612.843750 Penalty: 4021.279785
	Iteration 11Q: 3 clusters Score -347612.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -347808.218750 Penalty: 4021.279785
	Iteration 12Q: 3 clusters Score -347808.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -348041.656250 Penalty: 4021.279785
	Iteration 13Q: 3 clusters Score -348041.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -348259.031250 Penalty: 4021.279785
	Iteration 14Q: 3 clusters Score -348259 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -348481.500000 Penalty: 4021.279785
	Iteration 15Q: 3 clusters Score -348481.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -348687.968750 Penalty: 4021.279785
	Iteration 16Q: 3 clusters Score -348688 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -348798.281250 Penalty: 4021.279785
	Iteration 17Q: 3 clusters Score -348798.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -348845.062500 Penalty: 4021.279785
	Iteration 18Q: 3 clusters Score -348845.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -348872.156250 Penalty: 4021.279785
	Iteration 19Q: 3 clusters Score -348872.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -348876.843750 Penalty: 4021.279785
	Iteration 20F: 3 clusters Score -348876.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -348881.375000 Penalty: 4021.279785
	Iteration 21Q: 3 clusters Score -348881.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -348886.500000 Penalty: 4021.279785
	Iteration 22Q: 3 clusters Score -348886.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -348889.468750 Penalty: 4021.279785
	Iteration 23Q: 3 clusters Score -348889.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -348890.687500 Penalty: 4021.279785
	Iteration 24Q: 3 clusters Score -348890.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -348890.687500 Penalty: 4021.279785
	Iteration 25F: 3 clusters Score -348890.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Entering Unmasked Estep 
Score: -1426658.750000 Penalty: 2349.878662
	Iteration 0F: 2 clusters Score -1426659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1417129.625000 Penalty: 4699.757324
	Iteration 0F: 3 clusters Score -1417130 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1420328.625000 Penalty: 4699.757324
	Iteration 1F: 3 clusters Score -1420329 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1421317.000000 Penalty: 4699.757324
	Iteration 2F: 3 clusters Score -1421317 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1422592.125000 Penalty: 4699.757324
	Iteration 3F: 3 clusters Score -1422592 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1423896.250000 Penalty: 4699.757324
	Iteration 4F: 3 clusters Score -1423896 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1424633.875000 Penalty: 4699.757324
	Iteration 5F: 3 clusters Score -1424634 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1424976.125000 Penalty: 4699.757324
	Iteration 6Q: 3 clusters Score -1424976 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1425115.125000 Penalty: 4699.757324
	Iteration 7Q: 3 clusters Score -1425115 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1425179.000000 Penalty: 4699.757324
	Iteration 8Q: 3 clusters Score -1425179 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1425230.250000 Penalty: 4699.757324
	Iteration 9Q: 3 clusters Score -1425230 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1425263.375000 Penalty: 4699.757324
	Iteration 10Q: 3 clusters Score -1425263 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1425295.125000 Penalty: 4699.757324
	Iteration 11Q: 3 clusters Score -1425295 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1425309.125000 Penalty: 4699.757324
	Iteration 12Q: 3 clusters Score -1425309 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1425328.875000 Penalty: 4699.757324
	Iteration 13Q: 3 clusters Score -1425329 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1425336.375000 Penalty: 4699.757324
	Iteration 14Q: 3 clusters Score -1425336 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1425349.125000 Penalty: 4699.757324
	Iteration 15Q: 3 clusters Score -1425349 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1425365.500000 Penalty: 4699.757324
	Iteration 16Q: 3 clusters Score -1425366 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1425374.125000 Penalty: 4699.757324
	Iteration 17Q: 3 clusters Score -1425374 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1425388.625000 Penalty: 4699.757324
	Iteration 18Q: 3 clusters Score -1425389 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1425391.625000 Penalty: 4699.757324
	Iteration 19Q: 3 clusters Score -1425392 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1425399.250000 Penalty: 4699.757324
	Iteration 20F: 3 clusters Score -1425399 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1425408.500000 Penalty: 4699.757324
	Iteration 21Q: 3 clusters Score -1425408 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1425417.750000 Penalty: 4699.757324
	Iteration 22Q: 3 clusters Score -1425418 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1425425.375000 Penalty: 4699.757324
	Iteration 23Q: 3 clusters Score -1425425 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1425434.250000 Penalty: 4699.757324
	Iteration 24Q: 3 clusters Score -1425434 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1425438.375000 Penalty: 4699.757324
	Iteration 25Q: 3 clusters Score -1425438 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1425443.375000 Penalty: 4699.757324
	Iteration 26Q: 3 clusters Score -1425443 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1425449.750000 Penalty: 4699.757324
	Iteration 27Q: 3 clusters Score -1425450 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1425462.875000 Penalty: 4699.757324
	Iteration 28Q: 3 clusters Score -1425463 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1425467.125000 Penalty: 4699.757324
	Iteration 29Q: 3 clusters Score -1425467 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1425475.625000 Penalty: 4699.757324
	Iteration 30Q: 3 clusters Score -1425476 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1425480.000000 Penalty: 4699.757324
	Iteration 31Q: 3 clusters Score -1425480 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1425482.375000 Penalty: 4699.757324
	Iteration 32Q: 3 clusters Score -1425482 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1425483.625000 Penalty: 4699.757324
	Iteration 33Q: 3 clusters Score -1425484 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1425488.250000 Penalty: 4699.757324
	Iteration 34Q: 3 clusters Score -1425488 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1425494.750000 Penalty: 4699.757324
	Iteration 35Q: 3 clusters Score -1425495 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1425498.000000 Penalty: 4699.757324
	Iteration 36Q: 3 clusters Score -1425498 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1425499.375000 Penalty: 4699.757324
	Iteration 37Q: 3 clusters Score -1425499 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1425500.500000 Penalty: 4699.757324
	Iteration 38Q: 3 clusters Score -1425500 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1425508.625000 Penalty: 4699.757324
	Iteration 39Q: 3 clusters Score -1425509 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1425515.375000 Penalty: 4699.757324
	Iteration 40F: 3 clusters Score -1425515 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1425516.125000 Penalty: 4699.757324
	Iteration 41Q: 3 clusters Score -1425516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1425520.250000 Penalty: 4699.757324
	Iteration 42Q: 3 clusters Score -1425520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1425517.250000 Penalty: 4699.757324
	Iteration 43Q: 3 clusters Score -1425517 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1425517.375000 Penalty: 4699.757324
	Iteration 44Q: 3 clusters Score -1425517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1425522.000000 Penalty: 4699.757324
	Iteration 45Q: 3 clusters Score -1425522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1425520.875000 Penalty: 4699.757324
	Iteration 46Q: 3 clusters Score -1425521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1425529.500000 Penalty: 4699.757324
	Iteration 47Q: 3 clusters Score -1425530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1425531.500000 Penalty: 4699.757324
	Iteration 48Q: 3 clusters Score -1425532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1425533.500000 Penalty: 4699.757324
	Iteration 49Q: 3 clusters Score -1425534 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1425537.500000 Penalty: 4699.757324
	Iteration 50Q: 3 clusters Score -1425538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1425538.625000 Penalty: 4699.757324
	Iteration 51Q: 3 clusters Score -1425539 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1425540.500000 Penalty: 4699.757324
	Iteration 52Q: 3 clusters Score -1425540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1425548.375000 Penalty: 4699.757324
	Iteration 53Q: 3 clusters Score -1425548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1425550.375000 Penalty: 4699.757324
	Iteration 54Q: 3 clusters Score -1425550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1425550.500000 Penalty: 4699.757324
	Iteration 55Q: 3 clusters Score -1425550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1425552.250000 Penalty: 4699.757324
	Iteration 56Q: 3 clusters Score -1425552 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1425555.125000 Penalty: 4699.757324
	Iteration 57Q: 3 clusters Score -1425555 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1425554.625000 Penalty: 4699.757324
	Iteration 58Q: 3 clusters Score -1425555 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1425562.125000 Penalty: 4699.757324
	Iteration 59Q: 3 clusters Score -1425562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1425561.500000 Penalty: 4699.757324
	Iteration 60F: 3 clusters Score -1425562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1425563.250000 Penalty: 4699.757324
	Iteration 61Q: 3 clusters Score -1425563 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1425570.125000 Penalty: 4699.757324
	Iteration 62Q: 3 clusters Score -1425570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1425568.750000 Penalty: 4699.757324
	Iteration 63Q: 3 clusters Score -1425569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1425571.500000 Penalty: 4699.757324
	Iteration 64Q: 3 clusters Score -1425572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1425572.875000 Penalty: 4699.757324
	Iteration 65Q: 3 clusters Score -1425573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1425570.375000 Penalty: 4699.757324
	Iteration 66Q: 3 clusters Score -1425570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1425574.375000 Penalty: 4699.757324
	Iteration 67Q: 3 clusters Score -1425574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1425572.750000 Penalty: 4699.757324
	Iteration 68Q: 3 clusters Score -1425573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1425573.500000 Penalty: 4699.757324
	Iteration 69Q: 3 clusters Score -1425574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1425576.500000 Penalty: 4699.757324
	Iteration 70Q: 3 clusters Score -1425576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1425576.500000 Penalty: 4699.757324
	Iteration 71Q: 3 clusters Score -1425576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1425575.375000 Penalty: 4699.757324
	Iteration 72Q: 3 clusters Score -1425575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1425578.125000 Penalty: 4699.757324
	Iteration 73Q: 3 clusters Score -1425578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1425581.125000 Penalty: 4699.757324
	Iteration 74Q: 3 clusters Score -1425581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1425582.250000 Penalty: 4699.757324
	Iteration 75Q: 3 clusters Score -1425582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1425585.000000 Penalty: 4699.757324
	Iteration 76Q: 3 clusters Score -1425585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1425586.000000 Penalty: 4699.757324
	Iteration 77Q: 3 clusters Score -1425586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1425590.125000 Penalty: 4699.757324
	Iteration 78Q: 3 clusters Score -1425590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1425590.250000 Penalty: 4699.757324
	Iteration 79Q: 3 clusters Score -1425590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1425589.625000 Penalty: 4699.757324
	Iteration 80F: 3 clusters Score -1425590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1425588.125000 Penalty: 4699.757324
	Iteration 81Q: 3 clusters Score -1425588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1425586.500000 Penalty: 4699.757324
	Iteration 82Q: 3 clusters Score -1425586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1425588.875000 Penalty: 4699.757324
	Iteration 83Q: 3 clusters Score -1425589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1425589.250000 Penalty: 4699.757324
	Iteration 84Q: 3 clusters Score -1425589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1425588.500000 Penalty: 4699.757324
	Iteration 85Q: 3 clusters Score -1425588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1425588.500000 Penalty: 4699.757324
	Iteration 86F: 3 clusters Score -1425588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Entering Unmasked Estep 
Score: -323240.125000 Penalty: 1978.961060
	Iteration 0F: 2 clusters Score -323240.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -320012.000000 Penalty: 3957.922119
	Iteration 0F: 3 clusters Score -320012 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -320616.906250 Penalty: 3957.922119
	Iteration 1F: 3 clusters Score -320616.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -320779.093750 Penalty: 3957.922119
	Iteration 2F: 3 clusters Score -320779.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -320863.625000 Penalty: 3957.922119
	Iteration 3Q: 3 clusters Score -320863.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -320934.250000 Penalty: 3957.922119
	Iteration 4Q: 3 clusters Score -320934.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -321000.156250 Penalty: 3957.922119
	Iteration 5Q: 3 clusters Score -321000.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -321051.437500 Penalty: 3957.922119
	Iteration 6Q: 3 clusters Score -321051.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -321089.000000 Penalty: 3957.922119
	Iteration 7Q: 3 clusters Score -321089 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -321125.062500 Penalty: 3957.922119
	Iteration 8Q: 3 clusters Score -321125.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -321152.343750 Penalty: 3957.922119
	Iteration 9Q: 3 clusters Score -321152.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -321174.062500 Penalty: 3957.922119
	Iteration 10Q: 3 clusters Score -321174.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -321196.406250 Penalty: 3957.922119
	Iteration 11Q: 3 clusters Score -321196.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -321219.937500 Penalty: 3957.922119
	Iteration 12Q: 3 clusters Score -321219.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -321243.375000 Penalty: 3957.922119
	Iteration 13Q: 3 clusters Score -321243.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -321263.250000 Penalty: 3957.922119
	Iteration 14Q: 3 clusters Score -321263.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -321277.625000 Penalty: 3957.922119
	Iteration 15Q: 3 clusters Score -321277.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -321287.937500 Penalty: 3957.922119
	Iteration 16Q: 3 clusters Score -321287.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -321292.406250 Penalty: 3957.922119
	Iteration 17Q: 3 clusters Score -321292.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -321295.937500 Penalty: 3957.922119
	Iteration 18Q: 3 clusters Score -321295.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -321298.718750 Penalty: 3957.922119
	Iteration 19Q: 3 clusters Score -321298.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -321302.500000 Penalty: 3957.922119
	Iteration 20F: 3 clusters Score -321302.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -321307.500000 Penalty: 3957.922119
	Iteration 21Q: 3 clusters Score -321307.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -321312.156250 Penalty: 3957.922119
	Iteration 22Q: 3 clusters Score -321312.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -321318.218750 Penalty: 3957.922119
	Iteration 23Q: 3 clusters Score -321318.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -321325.218750 Penalty: 3957.922119
	Iteration 24Q: 3 clusters Score -321325.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -321331.000000 Penalty: 3957.922119
	Iteration 25Q: 3 clusters Score -321331 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -321339.875000 Penalty: 3957.922119
	Iteration 26Q: 3 clusters Score -321339.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -321347.625000 Penalty: 3957.922119
	Iteration 27Q: 3 clusters Score -321347.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -321353.375000 Penalty: 3957.922119
	Iteration 28Q: 3 clusters Score -321353.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -321357.750000 Penalty: 3957.922119
	Iteration 29Q: 3 clusters Score -321357.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -321361.312500 Penalty: 3957.922119
	Iteration 30Q: 3 clusters Score -321361.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -321366.906250 Penalty: 3957.922119
	Iteration 31Q: 3 clusters Score -321366.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -321369.750000 Penalty: 3957.922119
	Iteration 32Q: 3 clusters Score -321369.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -321374.281250 Penalty: 3957.922119
	Iteration 33Q: 3 clusters Score -321374.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -321378.500000 Penalty: 3957.922119
	Iteration 34Q: 3 clusters Score -321378.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -321382.281250 Penalty: 3957.922119
	Iteration 35Q: 3 clusters Score -321382.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -321388.437500 Penalty: 3957.922119
	Iteration 36Q: 3 clusters Score -321388.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -321390.937500 Penalty: 3957.922119
	Iteration 37Q: 3 clusters Score -321390.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -321394.718750 Penalty: 3957.922119
	Iteration 38Q: 3 clusters Score -321394.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -321398.781250 Penalty: 3957.922119
	Iteration 39Q: 3 clusters Score -321398.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -321400.531250 Penalty: 3957.922119
	Iteration 40F: 3 clusters Score -321400.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -321403.281250 Penalty: 3957.922119
	Iteration 41Q: 3 clusters Score -321403.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -321405.593750 Penalty: 3957.922119
	Iteration 42Q: 3 clusters Score -321405.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -321406.500000 Penalty: 3957.922119
	Iteration 43Q: 3 clusters Score -321406.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -321408.000000 Penalty: 3957.922119
	Iteration 44Q: 3 clusters Score -321408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -321409.593750 Penalty: 3957.922119
	Iteration 45Q: 3 clusters Score -321409.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -321411.406250 Penalty: 3957.922119
	Iteration 46Q: 3 clusters Score -321411.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -321412.750000 Penalty: 3957.922119
	Iteration 47Q: 3 clusters Score -321412.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -321413.593750 Penalty: 3957.922119
	Iteration 48Q: 3 clusters Score -321413.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -321414.875000 Penalty: 3957.922119
	Iteration 49Q: 3 clusters Score -321414.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -321415.093750 Penalty: 3957.922119
	Iteration 50Q: 3 clusters Score -321415.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -321415.875000 Penalty: 3957.922119
	Iteration 51Q: 3 clusters Score -321415.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -321416.812500 Penalty: 3957.922119
	Iteration 52Q: 3 clusters Score -321416.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -321417.343750 Penalty: 3957.922119
	Iteration 53Q: 3 clusters Score -321417.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -321417.343750 Penalty: 3957.922119
	Iteration 54F: 3 clusters Score -321417.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Entering Unmasked Estep 
Score: -873289.062500 Penalty: 2232.119873
	Iteration 0F: 2 clusters Score -873289.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -866779.625000 Penalty: 4464.239746
	Iteration 0F: 3 clusters Score -866779.6 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -868596.750000 Penalty: 4464.239746
	Iteration 1F: 3 clusters Score -868596.8 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -868868.062500 Penalty: 4464.239746
	Iteration 2F: 3 clusters Score -868868.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -869066.750000 Penalty: 4464.239746
	Iteration 3Q: 3 clusters Score -869066.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -869212.937500 Penalty: 4464.239746
	Iteration 4Q: 3 clusters Score -869212.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -869355.187500 Penalty: 4464.239746
	Iteration 5Q: 3 clusters Score -869355.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -869493.062500 Penalty: 4464.239746
	Iteration 6Q: 3 clusters Score -869493.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -869635.625000 Penalty: 4464.239746
	Iteration 7Q: 3 clusters Score -869635.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -869763.750000 Penalty: 4464.239746
	Iteration 8Q: 3 clusters Score -869763.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -869907.687500 Penalty: 4464.239746
	Iteration 9Q: 3 clusters Score -869907.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -870049.562500 Penalty: 4464.239746
	Iteration 10Q: 3 clusters Score -870049.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -870222.187500 Penalty: 4464.239746
	Iteration 11Q: 3 clusters Score -870222.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -870432.812500 Penalty: 4464.239746
	Iteration 12Q: 3 clusters Score -870432.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -870673.750000 Penalty: 4464.239746
	Iteration 13Q: 3 clusters Score -870673.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -870943.812500 Penalty: 4464.239746
	Iteration 14Q: 3 clusters Score -870943.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -871183.187500 Penalty: 4464.239746
	Iteration 15Q: 3 clusters Score -871183.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -871393.687500 Penalty: 4464.239746
	Iteration 16Q: 3 clusters Score -871393.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -871547.937500 Penalty: 4464.239746
	Iteration 17Q: 3 clusters Score -871547.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -871671.625000 Penalty: 4464.239746
	Iteration 18Q: 3 clusters Score -871671.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -871784.625000 Penalty: 4464.239746
	Iteration 19Q: 3 clusters Score -871784.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -871881.062500 Penalty: 4464.239746
	Iteration 20F: 3 clusters Score -871881.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -871975.687500 Penalty: 4464.239746
	Iteration 21Q: 3 clusters Score -871975.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -872063.625000 Penalty: 4464.239746
	Iteration 22Q: 3 clusters Score -872063.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -872143.250000 Penalty: 4464.239746
	Iteration 23Q: 3 clusters Score -872143.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -872196.937500 Penalty: 4464.239746
	Iteration 24Q: 3 clusters Score -872196.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -872221.187500 Penalty: 4464.239746
	Iteration 25Q: 3 clusters Score -872221.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -872242.687500 Penalty: 4464.239746
	Iteration 26Q: 3 clusters Score -872242.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -872253.687500 Penalty: 4464.239746
	Iteration 27Q: 3 clusters Score -872253.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -872264.187500 Penalty: 4464.239746
	Iteration 28Q: 3 clusters Score -872264.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -872272.125000 Penalty: 4464.239746
	Iteration 29Q: 3 clusters Score -872272.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -872281.562500 Penalty: 4464.239746
	Iteration 30Q: 3 clusters Score -872281.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -872285.625000 Penalty: 4464.239746
	Iteration 31Q: 3 clusters Score -872285.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -872289.937500 Penalty: 4464.239746
	Iteration 32Q: 3 clusters Score -872289.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -872289.312500 Penalty: 4464.239746
	Iteration 33Q: 3 clusters Score -872289.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -872292.187500 Penalty: 4464.239746
	Iteration 34Q: 3 clusters Score -872292.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -872296.750000 Penalty: 4464.239746
	Iteration 35Q: 3 clusters Score -872296.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -872297.125000 Penalty: 4464.239746
	Iteration 36Q: 3 clusters Score -872297.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -872298.000000 Penalty: 4464.239746
	Iteration 37Q: 3 clusters Score -872298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -872296.812500 Penalty: 4464.239746
	Iteration 38Q: 3 clusters Score -872296.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -872299.500000 Penalty: 4464.239746
	Iteration 39Q: 3 clusters Score -872299.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -872303.187500 Penalty: 4464.239746
	Iteration 40F: 3 clusters Score -872303.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -872305.812500 Penalty: 4464.239746
	Iteration 41Q: 3 clusters Score -872305.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -872307.937500 Penalty: 4464.239746
	Iteration 42Q: 3 clusters Score -872307.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -872309.687500 Penalty: 4464.239746
	Iteration 43Q: 3 clusters Score -872309.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -872310.687500 Penalty: 4464.239746
	Iteration 44Q: 3 clusters Score -872310.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -872311.312500 Penalty: 4464.239746
	Iteration 45Q: 3 clusters Score -872311.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -872312.187500 Penalty: 4464.239746
	Iteration 46Q: 3 clusters Score -872312.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -872312.500000 Penalty: 4464.239746
	Iteration 47Q: 3 clusters Score -872312.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -872314.625000 Penalty: 4464.239746
	Iteration 48Q: 3 clusters Score -872314.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -872315.875000 Penalty: 4464.239746
	Iteration 49Q: 3 clusters Score -872315.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -872319.687500 Penalty: 4464.239746
	Iteration 50Q: 3 clusters Score -872319.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -872323.062500 Penalty: 4464.239746
	Iteration 51Q: 3 clusters Score -872323.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -872324.875000 Penalty: 4464.239746
	Iteration 52Q: 3 clusters Score -872324.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -872330.312500 Penalty: 4464.239746
	Iteration 53Q: 3 clusters Score -872330.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -872344.062500 Penalty: 4464.239746
	Iteration 54Q: 3 clusters Score -872344.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -872350.875000 Penalty: 4464.239746
	Iteration 55Q: 3 clusters Score -872350.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -872355.812500 Penalty: 4464.239746
	Iteration 56Q: 3 clusters Score -872355.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -872362.437500 Penalty: 4464.239746
	Iteration 57Q: 3 clusters Score -872362.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -872372.312500 Penalty: 4464.239746
	Iteration 58Q: 3 clusters Score -872372.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -872381.250000 Penalty: 4464.239746
	Iteration 59Q: 3 clusters Score -872381.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -872391.375000 Penalty: 4464.239746
	Iteration 60F: 3 clusters Score -872391.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -872402.062500 Penalty: 4464.239746
	Iteration 61Q: 3 clusters Score -872402.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -872411.937500 Penalty: 4464.239746
	Iteration 62Q: 3 clusters Score -872411.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -872422.812500 Penalty: 4464.239746
	Iteration 63Q: 3 clusters Score -872422.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -872429.375000 Penalty: 4464.239746
	Iteration 64Q: 3 clusters Score -872429.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -872439.000000 Penalty: 4464.239746
	Iteration 65Q: 3 clusters Score -872439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -872441.500000 Penalty: 4464.239746
	Iteration 66Q: 3 clusters Score -872441.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -872448.312500 Penalty: 4464.239746
	Iteration 67Q: 3 clusters Score -872448.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -872452.437500 Penalty: 4464.239746
	Iteration 68Q: 3 clusters Score -872452.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -872454.687500 Penalty: 4464.239746
	Iteration 69Q: 3 clusters Score -872454.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -872459.000000 Penalty: 4464.239746
	Iteration 70Q: 3 clusters Score -872459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -872461.625000 Penalty: 4464.239746
	Iteration 71Q: 3 clusters Score -872461.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -872465.062500 Penalty: 4464.239746
	Iteration 72Q: 3 clusters Score -872465.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -872466.937500 Penalty: 4464.239746
	Iteration 73Q: 3 clusters Score -872466.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -872466.312500 Penalty: 4464.239746
	Iteration 74Q: 3 clusters Score -872466.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -872467.312500 Penalty: 4464.239746
	Iteration 75Q: 3 clusters Score -872467.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -872469.000000 Penalty: 4464.239746
	Iteration 76Q: 3 clusters Score -872469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -872469.062500 Penalty: 4464.239746
	Iteration 77Q: 3 clusters Score -872469.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -872469.062500 Penalty: 4464.239746
	Iteration 78F: 3 clusters Score -872469.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Entering Unmasked Estep 
Score: -423319.375000 Penalty: 2055.930420
	Iteration 0F: 2 clusters Score -423319.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -419455.375000 Penalty: 4111.860840
	Iteration 0F: 3 clusters Score -419455.4 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -420406.437500 Penalty: 4111.860840
	Iteration 1F: 3 clusters Score -420406.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -420712.500000 Penalty: 4111.860840
	Iteration 2F: 3 clusters Score -420712.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -420939.750000 Penalty: 4111.860840
	Iteration 3F: 3 clusters Score -420939.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -421095.156250 Penalty: 4111.860840
	Iteration 4Q: 3 clusters Score -421095.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -421224.656250 Penalty: 4111.860840
	Iteration 5Q: 3 clusters Score -421224.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -421321.312500 Penalty: 4111.860840
	Iteration 6Q: 3 clusters Score -421321.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -421410.093750 Penalty: 4111.860840
	Iteration 7Q: 3 clusters Score -421410.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -421473.750000 Penalty: 4111.860840
	Iteration 8Q: 3 clusters Score -421473.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -421523.968750 Penalty: 4111.860840
	Iteration 9Q: 3 clusters Score -421524 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -421564.312500 Penalty: 4111.860840
	Iteration 10Q: 3 clusters Score -421564.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -421589.968750 Penalty: 4111.860840
	Iteration 11Q: 3 clusters Score -421590 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -421608.875000 Penalty: 4111.860840
	Iteration 12Q: 3 clusters Score -421608.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -421628.031250 Penalty: 4111.860840
	Iteration 13Q: 3 clusters Score -421628 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -421645.843750 Penalty: 4111.860840
	Iteration 14Q: 3 clusters Score -421645.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -421659.375000 Penalty: 4111.860840
	Iteration 15Q: 3 clusters Score -421659.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -421687.031250 Penalty: 4111.860840
	Iteration 16Q: 3 clusters Score -421687 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -421721.343750 Penalty: 4111.860840
	Iteration 17Q: 3 clusters Score -421721.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -421766.531250 Penalty: 4111.860840
	Iteration 18Q: 3 clusters Score -421766.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -421815.312500 Penalty: 4111.860840
	Iteration 19Q: 3 clusters Score -421815.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -421874.562500 Penalty: 4111.860840
	Iteration 20F: 3 clusters Score -421874.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -421963.000000 Penalty: 4111.860840
	Iteration 21Q: 3 clusters Score -421963 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -422054.812500 Penalty: 4111.860840
	Iteration 22Q: 3 clusters Score -422054.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -422150.968750 Penalty: 4111.860840
	Iteration 23Q: 3 clusters Score -422151 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -422200.062500 Penalty: 4111.860840
	Iteration 24Q: 3 clusters Score -422200.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -422222.062500 Penalty: 4111.860840
	Iteration 25Q: 3 clusters Score -422222.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -422242.125000 Penalty: 4111.860840
	Iteration 26Q: 3 clusters Score -422242.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -422262.062500 Penalty: 4111.860840
	Iteration 27Q: 3 clusters Score -422262.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -422275.062500 Penalty: 4111.860840
	Iteration 28Q: 3 clusters Score -422275.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -422290.093750 Penalty: 4111.860840
	Iteration 29Q: 3 clusters Score -422290.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -422303.625000 Penalty: 4111.860840
	Iteration 30Q: 3 clusters Score -422303.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -422312.687500 Penalty: 4111.860840
	Iteration 31Q: 3 clusters Score -422312.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -422319.906250 Penalty: 4111.860840
	Iteration 32Q: 3 clusters Score -422319.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -422323.187500 Penalty: 4111.860840
	Iteration 33Q: 3 clusters Score -422323.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -422325.781250 Penalty: 4111.860840
	Iteration 34Q: 3 clusters Score -422325.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -422325.312500 Penalty: 4111.860840
	Iteration 35Q: 3 clusters Score -422325.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -422325.312500 Penalty: 4111.860840
	Iteration 36F: 3 clusters Score -422325.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Entering Unmasked Estep 
Score: -412380.687500 Penalty: 2060.005127
	Iteration 0F: 2 clusters Score -412380.7 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 2000 members 
Entering Unmasked Estep 
Score: -408518.500000 Penalty: 4120.010254
	Iteration 0F: 3 clusters Score -408518.5 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -409645.812500 Penalty: 4120.010254
	Iteration 1F: 3 clusters Score -409645.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -410195.937500 Penalty: 4120.010254
	Iteration 2F: 3 clusters Score -410195.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -410651.937500 Penalty: 4120.010254
	Iteration 3F: 3 clusters Score -410651.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -410955.125000 Penalty: 4120.010254
	Iteration 4F: 3 clusters Score -410955.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -411145.218750 Penalty: 4120.010254
	Iteration 5Q: 3 clusters Score -411145.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -411295.906250 Penalty: 4120.010254
	Iteration 6Q: 3 clusters Score -411295.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -411429.531250 Penalty: 4120.010254
	Iteration 7Q: 3 clusters Score -411429.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -411554.375000 Penalty: 4120.010254
	Iteration 8Q: 3 clusters Score -411554.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -411641.343750 Penalty: 4120.010254
	Iteration 9Q: 3 clusters Score -411641.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -411718.000000 Penalty: 4120.010254
	Iteration 10Q: 3 clusters Score -411718 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -411811.125000 Penalty: 4120.010254
	Iteration 11Q: 3 clusters Score -411811.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -411930.687500 Penalty: 4120.010254
	Iteration 12Q: 3 clusters Score -411930.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -412054.187500 Penalty: 4120.010254
	Iteration 13Q: 3 clusters Score -412054.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -412200.875000 Penalty: 4120.010254
	Iteration 14Q: 3 clusters Score -412200.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -412363.656250 Penalty: 4120.010254
	Iteration 15Q: 3 clusters Score -412363.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -412484.843750 Penalty: 4120.010254
	Iteration 16Q: 3 clusters Score -412484.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -412568.218750 Penalty: 4120.010254
	Iteration 17Q: 3 clusters Score -412568.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -412618.812500 Penalty: 4120.010254
	Iteration 18Q: 3 clusters Score -412618.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -412646.406250 Penalty: 4120.010254
	Iteration 19Q: 3 clusters Score -412646.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -412656.156250 Penalty: 4120.010254
	Iteration 20F: 3 clusters Score -412656.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -412659.250000 Penalty: 4120.010254
	Iteration 21Q: 3 clusters Score -412659.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -412660.156250 Penalty: 4120.010254
	Iteration 22Q: 3 clusters Score -412660.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -412660.156250 Penalty: 4120.010254
	Iteration 23F: 3 clusters Score -412660.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 18672 members 
Mstep: Class 3 contains 2059 members 
Mstep: Class 4 contains 102694 members 
Mstep: Class 5 contains 34888 members 
Mstep: Class 6 contains 13832 members 
Mstep: Class 7 contains 7558 members 
Mstep: Class 8 contains 183968 members 
Mstep: Class 9 contains 15248 members 
Mstep: Class 10 contains 7541 members 
Mstep: Class 11 contains 17461 members 
Mstep: Class 12 contains 6993 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75242 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13636 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37644 members 
Mstep: Class 20 contains 2024 members 
Mstep: Class 21 contains 137034 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 13034 members 
Mstep: Class 24 contains 2921 members 
Mstep: Class 25 contains 8107 members 
Mstep: Class 26 contains 3984 members 
Mstep: Class 27 contains 2806 members 
Mstep: Class 28 contains 25368 members 
Mstep: Class 29 contains 5760 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20298 members 
Mstep: Class 32 contains 3254 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145736 members 
Mstep: Class 35 contains 25832 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 36766 members 
Mstep: Class 38 contains 27162 members 
Mstep: Class 39 contains 3250 members 
Mstep: Class 40 contains 1390 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3079 members 
Mstep: Class 43 contains 5795 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8719 members 
Mstep: Class 46 contains 16448 members 
Mstep: Class 47 contains 30482 members 
Mstep: Class 48 contains 11624 members 
Mstep: Class 49 contains 3535 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Mstep: Class 53 contains 1244 members 
Entering Unmasked Estep 
Score: -115171328.000000 Penalty: 182896.359375
Splitting cluster 27 changes total score from -115172680.000000 to -115171328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (25368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Entering Unmasked Estep 
Score: -2735210.250000 Penalty: 2515.028564
	Iteration 0F: 2 clusters Score -2735210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -2717691.500000 Penalty: 5030.057129
	Iteration 0F: 3 clusters Score -2717692 nChanged 11392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -2723856.250000 Penalty: 5030.057129
	Iteration 1F: 3 clusters Score -2723856 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -2724332.500000 Penalty: 5030.057129
	Iteration 2F: 3 clusters Score -2724332 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -2724787.250000 Penalty: 5030.057129
	Iteration 3Q: 3 clusters Score -2724787 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -2725276.000000 Penalty: 5030.057129
	Iteration 4Q: 3 clusters Score -2725276 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -2725902.750000 Penalty: 5030.057129
	Iteration 5F: 3 clusters Score -2725903 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -2726697.500000 Penalty: 5030.057129
	Iteration 6F: 3 clusters Score -2726698 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -2727693.750000 Penalty: 5030.057129
	Iteration 7F: 3 clusters Score -2727694 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -2728949.750000 Penalty: 5030.057129
	Iteration 8F: 3 clusters Score -2728950 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -2730233.000000 Penalty: 5030.057129
	Iteration 9F: 3 clusters Score -2730233 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -2731394.500000 Penalty: 5030.057129
	Iteration 10F: 3 clusters Score -2731394 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -2732236.500000 Penalty: 5030.057129
	Iteration 11Q: 3 clusters Score -2732236 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -2732768.750000 Penalty: 5030.057129
	Iteration 12Q: 3 clusters Score -2732769 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -2733107.500000 Penalty: 5030.057129
	Iteration 13Q: 3 clusters Score -2733108 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -2733337.000000 Penalty: 5030.057129
	Iteration 14Q: 3 clusters Score -2733337 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -2733488.000000 Penalty: 5030.057129
	Iteration 15Q: 3 clusters Score -2733488 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -2733554.750000 Penalty: 5030.057129
	Iteration 16Q: 3 clusters Score -2733555 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -2733606.750000 Penalty: 5030.057129
	Iteration 17Q: 3 clusters Score -2733607 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -2733654.750000 Penalty: 5030.057129
	Iteration 18Q: 3 clusters Score -2733655 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -2733673.750000 Penalty: 5030.057129
	Iteration 19Q: 3 clusters Score -2733674 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -2733685.250000 Penalty: 5030.057129
	Iteration 20F: 3 clusters Score -2733685 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -2733691.500000 Penalty: 5030.057129
	Iteration 21Q: 3 clusters Score -2733692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -2733698.750000 Penalty: 5030.057129
	Iteration 22Q: 3 clusters Score -2733699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -2733709.250000 Penalty: 5030.057129
	Iteration 23Q: 3 clusters Score -2733709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -2733715.500000 Penalty: 5030.057129
	Iteration 24Q: 3 clusters Score -2733716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -2733718.000000 Penalty: 5030.057129
	Iteration 25Q: 3 clusters Score -2733718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -2733717.750000 Penalty: 5030.057129
	Iteration 26Q: 3 clusters Score -2733718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -2733723.750000 Penalty: 5030.057129
	Iteration 27Q: 3 clusters Score -2733724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -2733717.500000 Penalty: 5030.057129
	Iteration 28Q: 3 clusters Score -2733718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -2733716.500000 Penalty: 5030.057129
	Iteration 29Q: 3 clusters Score -2733716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -2733721.000000 Penalty: 5030.057129
	Iteration 30Q: 3 clusters Score -2733721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -2733721.000000 Penalty: 5030.057129
	Iteration 31F: 3 clusters Score -2733721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Entering Unmasked Estep 
Score: -538380.062500 Penalty: 2147.355713
	Iteration 0F: 2 clusters Score -538380.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -533466.875000 Penalty: 4294.711426
	Iteration 0F: 3 clusters Score -533466.9 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -534886.812500 Penalty: 4294.711426
	Iteration 1F: 3 clusters Score -534886.8 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -535329.250000 Penalty: 4294.711426
	Iteration 2F: 3 clusters Score -535329.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -535680.062500 Penalty: 4294.711426
	Iteration 3F: 3 clusters Score -535680.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -535912.625000 Penalty: 4294.711426
	Iteration 4F: 3 clusters Score -535912.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -536093.937500 Penalty: 4294.711426
	Iteration 5Q: 3 clusters Score -536093.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -536251.625000 Penalty: 4294.711426
	Iteration 6Q: 3 clusters Score -536251.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -536390.250000 Penalty: 4294.711426
	Iteration 7Q: 3 clusters Score -536390.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -536545.750000 Penalty: 4294.711426
	Iteration 8Q: 3 clusters Score -536545.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -536719.375000 Penalty: 4294.711426
	Iteration 9Q: 3 clusters Score -536719.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -536894.812500 Penalty: 4294.711426
	Iteration 10Q: 3 clusters Score -536894.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -537081.062500 Penalty: 4294.711426
	Iteration 11Q: 3 clusters Score -537081.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -537233.312500 Penalty: 4294.711426
	Iteration 12Q: 3 clusters Score -537233.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -537352.250000 Penalty: 4294.711426
	Iteration 13Q: 3 clusters Score -537352.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -537451.187500 Penalty: 4294.711426
	Iteration 14Q: 3 clusters Score -537451.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -537512.437500 Penalty: 4294.711426
	Iteration 15Q: 3 clusters Score -537512.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -537556.375000 Penalty: 4294.711426
	Iteration 16Q: 3 clusters Score -537556.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -537602.312500 Penalty: 4294.711426
	Iteration 17Q: 3 clusters Score -537602.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -537642.250000 Penalty: 4294.711426
	Iteration 18Q: 3 clusters Score -537642.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -537672.750000 Penalty: 4294.711426
	Iteration 19Q: 3 clusters Score -537672.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -537693.250000 Penalty: 4294.711426
	Iteration 20F: 3 clusters Score -537693.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -537710.875000 Penalty: 4294.711426
	Iteration 21Q: 3 clusters Score -537710.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -537726.187500 Penalty: 4294.711426
	Iteration 22Q: 3 clusters Score -537726.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -537732.812500 Penalty: 4294.711426
	Iteration 23Q: 3 clusters Score -537732.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -537736.937500 Penalty: 4294.711426
	Iteration 24Q: 3 clusters Score -537736.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -537741.000000 Penalty: 4294.711426
	Iteration 25Q: 3 clusters Score -537741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -537741.312500 Penalty: 4294.711426
	Iteration 26Q: 3 clusters Score -537741.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -537741.812500 Penalty: 4294.711426
	Iteration 27Q: 3 clusters Score -537741.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -537743.937500 Penalty: 4294.711426
	Iteration 28Q: 3 clusters Score -537743.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -537746.250000 Penalty: 4294.711426
	Iteration 29Q: 3 clusters Score -537746.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -537746.500000 Penalty: 4294.711426
	Iteration 30Q: 3 clusters Score -537746.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -537746.500000 Penalty: 4294.711426
	Iteration 31F: 3 clusters Score -537746.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Entering Unmasked Estep 
Score: -148884.656250 Penalty: 1805.783569
	Iteration 0F: 2 clusters Score -148884.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -146649.921875 Penalty: 3611.567139
	Iteration 0F: 3 clusters Score -146649.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -147103.437500 Penalty: 3611.567139
	Iteration 1F: 3 clusters Score -147103.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -147237.796875 Penalty: 3611.567139
	Iteration 2F: 3 clusters Score -147237.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -147294.968750 Penalty: 3611.567139
	Iteration 3Q: 3 clusters Score -147295 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -147327.593750 Penalty: 3611.567139
	Iteration 4Q: 3 clusters Score -147327.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -147345.421875 Penalty: 3611.567139
	Iteration 5Q: 3 clusters Score -147345.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -147366.578125 Penalty: 3611.567139
	Iteration 6Q: 3 clusters Score -147366.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -147398.937500 Penalty: 3611.567139
	Iteration 7Q: 3 clusters Score -147398.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -147430.187500 Penalty: 3611.567139
	Iteration 8Q: 3 clusters Score -147430.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -147447.750000 Penalty: 3611.567139
	Iteration 9Q: 3 clusters Score -147447.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -147466.531250 Penalty: 3611.567139
	Iteration 10Q: 3 clusters Score -147466.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -147483.015625 Penalty: 3611.567139
	Iteration 11Q: 3 clusters Score -147483 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -147497.171875 Penalty: 3611.567139
	Iteration 12Q: 3 clusters Score -147497.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -147512.343750 Penalty: 3611.567139
	Iteration 13Q: 3 clusters Score -147512.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -147522.640625 Penalty: 3611.567139
	Iteration 14Q: 3 clusters Score -147522.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -147529.125000 Penalty: 3611.567139
	Iteration 15Q: 3 clusters Score -147529.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -147540.125000 Penalty: 3611.567139
	Iteration 16Q: 3 clusters Score -147540.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -147548.156250 Penalty: 3611.567139
	Iteration 17Q: 3 clusters Score -147548.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -147560.062500 Penalty: 3611.567139
	Iteration 18Q: 3 clusters Score -147560.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -147567.968750 Penalty: 3611.567139
	Iteration 19Q: 3 clusters Score -147568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -147574.921875 Penalty: 3611.567139
	Iteration 20F: 3 clusters Score -147574.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -147579.671875 Penalty: 3611.567139
	Iteration 21Q: 3 clusters Score -147579.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -147580.750000 Penalty: 3611.567139
	Iteration 22Q: 3 clusters Score -147580.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -147581.625000 Penalty: 3611.567139
	Iteration 23Q: 3 clusters Score -147581.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -147582.656250 Penalty: 3611.567139
	Iteration 24Q: 3 clusters Score -147582.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -147584.750000 Penalty: 3611.567139
	Iteration 25Q: 3 clusters Score -147584.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -147585.531250 Penalty: 3611.567139
	Iteration 26Q: 3 clusters Score -147585.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -147586.953125 Penalty: 3611.567139
	Iteration 27Q: 3 clusters Score -147587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -147589.515625 Penalty: 3611.567139
	Iteration 28Q: 3 clusters Score -147589.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -147592.484375 Penalty: 3611.567139
	Iteration 29Q: 3 clusters Score -147592.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -147595.703125 Penalty: 3611.567139
	Iteration 30Q: 3 clusters Score -147595.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -147597.296875 Penalty: 3611.567139
	Iteration 31Q: 3 clusters Score -147597.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -147599.437500 Penalty: 3611.567139
	Iteration 32Q: 3 clusters Score -147599.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -147606.406250 Penalty: 3611.567139
	Iteration 33Q: 3 clusters Score -147606.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -147615.828125 Penalty: 3611.567139
	Iteration 34Q: 3 clusters Score -147615.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -147626.562500 Penalty: 3611.567139
	Iteration 35Q: 3 clusters Score -147626.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -147630.781250 Penalty: 3611.567139
	Iteration 36Q: 3 clusters Score -147630.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -147630.781250 Penalty: 3611.567139
	Iteration 37F: 3 clusters Score -147630.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Entering Unmasked Estep 
Score: -2092193.625000 Penalty: 2459.732910
	Iteration 0F: 2 clusters Score -2092194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -2078088.750000 Penalty: 4919.465820
	Iteration 0F: 3 clusters Score -2078089 nChanged 8827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -2082791.750000 Penalty: 4919.465820
	Iteration 1F: 3 clusters Score -2082792 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -2083410.250000 Penalty: 4919.465820
	Iteration 2F: 3 clusters Score -2083410 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -2084034.875000 Penalty: 4919.465820
	Iteration 3F: 3 clusters Score -2084035 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2084717.875000 Penalty: 4919.465820
	Iteration 4F: 3 clusters Score -2084718 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -2085515.500000 Penalty: 4919.465820
	Iteration 5F: 3 clusters Score -2085516 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -2086446.250000 Penalty: 4919.465820
	Iteration 6F: 3 clusters Score -2086446 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2087505.875000 Penalty: 4919.465820
	Iteration 7F: 3 clusters Score -2087506 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -2088565.125000 Penalty: 4919.465820
	Iteration 8F: 3 clusters Score -2088565 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -2089319.375000 Penalty: 4919.465820
	Iteration 9F: 3 clusters Score -2089319 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -2089704.125000 Penalty: 4919.465820
	Iteration 10Q: 3 clusters Score -2089704 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -2089941.625000 Penalty: 4919.465820
	Iteration 11Q: 3 clusters Score -2089942 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -2090100.250000 Penalty: 4919.465820
	Iteration 12Q: 3 clusters Score -2090100 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -2090222.250000 Penalty: 4919.465820
	Iteration 13Q: 3 clusters Score -2090222 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -2090309.125000 Penalty: 4919.465820
	Iteration 14Q: 3 clusters Score -2090309 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -2090351.875000 Penalty: 4919.465820
	Iteration 15Q: 3 clusters Score -2090352 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -2090389.625000 Penalty: 4919.465820
	Iteration 16Q: 3 clusters Score -2090390 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -2090405.875000 Penalty: 4919.465820
	Iteration 17Q: 3 clusters Score -2090406 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -2090432.625000 Penalty: 4919.465820
	Iteration 18Q: 3 clusters Score -2090433 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -2090436.125000 Penalty: 4919.465820
	Iteration 19Q: 3 clusters Score -2090436 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -2090458.125000 Penalty: 4919.465820
	Iteration 20F: 3 clusters Score -2090458 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -2090470.750000 Penalty: 4919.465820
	Iteration 21Q: 3 clusters Score -2090471 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -2090471.000000 Penalty: 4919.465820
	Iteration 22Q: 3 clusters Score -2090471 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -2090471.375000 Penalty: 4919.465820
	Iteration 23Q: 3 clusters Score -2090471 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -2090485.125000 Penalty: 4919.465820
	Iteration 24Q: 3 clusters Score -2090485 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -2090488.500000 Penalty: 4919.465820
	Iteration 25Q: 3 clusters Score -2090488 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -2090496.125000 Penalty: 4919.465820
	Iteration 26Q: 3 clusters Score -2090496 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -2090506.500000 Penalty: 4919.465820
	Iteration 27Q: 3 clusters Score -2090506 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -2090509.000000 Penalty: 4919.465820
	Iteration 28Q: 3 clusters Score -2090509 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -2090516.125000 Penalty: 4919.465820
	Iteration 29Q: 3 clusters Score -2090516 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2090524.500000 Penalty: 4919.465820
	Iteration 30Q: 3 clusters Score -2090524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -2090521.375000 Penalty: 4919.465820
	Iteration 31Q: 3 clusters Score -2090521 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -2090521.125000 Penalty: 4919.465820
	Iteration 32Q: 3 clusters Score -2090521 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -2090531.000000 Penalty: 4919.465820
	Iteration 33Q: 3 clusters Score -2090531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -2090528.250000 Penalty: 4919.465820
	Iteration 34Q: 3 clusters Score -2090528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -2090532.500000 Penalty: 4919.465820
	Iteration 35Q: 3 clusters Score -2090532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -2090537.875000 Penalty: 4919.465820
	Iteration 36Q: 3 clusters Score -2090538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -2090539.875000 Penalty: 4919.465820
	Iteration 37Q: 3 clusters Score -2090540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -2090540.125000 Penalty: 4919.465820
	Iteration 38Q: 3 clusters Score -2090540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -2090540.750000 Penalty: 4919.465820
	Iteration 39Q: 3 clusters Score -2090541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -2090537.000000 Penalty: 4919.465820
	Iteration 40F: 3 clusters Score -2090537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -2090537.250000 Penalty: 4919.465820
	Iteration 41Q: 3 clusters Score -2090537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -2090545.250000 Penalty: 4919.465820
	Iteration 42Q: 3 clusters Score -2090545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -2090543.125000 Penalty: 4919.465820
	Iteration 43Q: 3 clusters Score -2090543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -2090544.500000 Penalty: 4919.465820
	Iteration 44Q: 3 clusters Score -2090544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -2090548.500000 Penalty: 4919.465820
	Iteration 45Q: 3 clusters Score -2090548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -2090549.375000 Penalty: 4919.465820
	Iteration 46Q: 3 clusters Score -2090549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -2090548.875000 Penalty: 4919.465820
	Iteration 47Q: 3 clusters Score -2090549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -2090549.000000 Penalty: 4919.465820
	Iteration 48Q: 3 clusters Score -2090549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -2090546.375000 Penalty: 4919.465820
	Iteration 49Q: 3 clusters Score -2090546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -2090549.625000 Penalty: 4919.465820
	Iteration 50Q: 3 clusters Score -2090550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -2090546.000000 Penalty: 4919.465820
	Iteration 51Q: 3 clusters Score -2090546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -2090546.000000 Penalty: 4919.465820
	Iteration 52F: 3 clusters Score -2090546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Entering Unmasked Estep 
Score: -347278.218750 Penalty: 2005.734863
	Iteration 0F: 2 clusters Score -347278.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -343844.625000 Penalty: 4011.469727
	Iteration 0F: 3 clusters Score -343844.6 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -344517.125000 Penalty: 4011.469727
	Iteration 1F: 3 clusters Score -344517.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -344687.250000 Penalty: 4011.469727
	Iteration 2F: 3 clusters Score -344687.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -344776.718750 Penalty: 4011.469727
	Iteration 3F: 3 clusters Score -344776.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -344837.187500 Penalty: 4011.469727
	Iteration 4Q: 3 clusters Score -344837.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -344885.531250 Penalty: 4011.469727
	Iteration 5Q: 3 clusters Score -344885.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -344925.687500 Penalty: 4011.469727
	Iteration 6Q: 3 clusters Score -344925.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -344963.093750 Penalty: 4011.469727
	Iteration 7Q: 3 clusters Score -344963.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -345000.500000 Penalty: 4011.469727
	Iteration 8Q: 3 clusters Score -345000.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -345033.781250 Penalty: 4011.469727
	Iteration 9Q: 3 clusters Score -345033.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -345068.812500 Penalty: 4011.469727
	Iteration 10Q: 3 clusters Score -345068.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -345091.937500 Penalty: 4011.469727
	Iteration 11Q: 3 clusters Score -345091.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -345116.406250 Penalty: 4011.469727
	Iteration 12Q: 3 clusters Score -345116.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -345140.937500 Penalty: 4011.469727
	Iteration 13Q: 3 clusters Score -345140.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -345161.062500 Penalty: 4011.469727
	Iteration 14Q: 3 clusters Score -345161.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -345178.281250 Penalty: 4011.469727
	Iteration 15Q: 3 clusters Score -345178.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -345198.937500 Penalty: 4011.469727
	Iteration 16Q: 3 clusters Score -345198.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -345221.531250 Penalty: 4011.469727
	Iteration 17Q: 3 clusters Score -345221.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -345240.968750 Penalty: 4011.469727
	Iteration 18Q: 3 clusters Score -345241 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -345263.906250 Penalty: 4011.469727
	Iteration 19Q: 3 clusters Score -345263.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -345294.656250 Penalty: 4011.469727
	Iteration 20F: 3 clusters Score -345294.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -345321.656250 Penalty: 4011.469727
	Iteration 21Q: 3 clusters Score -345321.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -345356.281250 Penalty: 4011.469727
	Iteration 22Q: 3 clusters Score -345356.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -345384.906250 Penalty: 4011.469727
	Iteration 23Q: 3 clusters Score -345384.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -345407.906250 Penalty: 4011.469727
	Iteration 24Q: 3 clusters Score -345407.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -345434.218750 Penalty: 4011.469727
	Iteration 25Q: 3 clusters Score -345434.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -345461.562500 Penalty: 4011.469727
	Iteration 26Q: 3 clusters Score -345461.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -345489.968750 Penalty: 4011.469727
	Iteration 27Q: 3 clusters Score -345490 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -345519.468750 Penalty: 4011.469727
	Iteration 28Q: 3 clusters Score -345519.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -345541.937500 Penalty: 4011.469727
	Iteration 29Q: 3 clusters Score -345541.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -345568.156250 Penalty: 4011.469727
	Iteration 30Q: 3 clusters Score -345568.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -345597.000000 Penalty: 4011.469727
	Iteration 31Q: 3 clusters Score -345597 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -345628.593750 Penalty: 4011.469727
	Iteration 32Q: 3 clusters Score -345628.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -345647.562500 Penalty: 4011.469727
	Iteration 33Q: 3 clusters Score -345647.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -345665.843750 Penalty: 4011.469727
	Iteration 34Q: 3 clusters Score -345665.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -345679.312500 Penalty: 4011.469727
	Iteration 35Q: 3 clusters Score -345679.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -345691.718750 Penalty: 4011.469727
	Iteration 36Q: 3 clusters Score -345691.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -345698.968750 Penalty: 4011.469727
	Iteration 37Q: 3 clusters Score -345699 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -345711.093750 Penalty: 4011.469727
	Iteration 38Q: 3 clusters Score -345711.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -345721.968750 Penalty: 4011.469727
	Iteration 39Q: 3 clusters Score -345722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -345730.625000 Penalty: 4011.469727
	Iteration 40F: 3 clusters Score -345730.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -345739.843750 Penalty: 4011.469727
	Iteration 41Q: 3 clusters Score -345739.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -345746.656250 Penalty: 4011.469727
	Iteration 42Q: 3 clusters Score -345746.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -345750.000000 Penalty: 4011.469727
	Iteration 43Q: 3 clusters Score -345750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -345751.218750 Penalty: 4011.469727
	Iteration 44Q: 3 clusters Score -345751.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -345751.156250 Penalty: 4011.469727
	Iteration 45Q: 3 clusters Score -345751.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -345753.156250 Penalty: 4011.469727
	Iteration 46Q: 3 clusters Score -345753.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -345754.750000 Penalty: 4011.469727
	Iteration 47Q: 3 clusters Score -345754.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -345755.906250 Penalty: 4011.469727
	Iteration 48Q: 3 clusters Score -345755.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -345757.875000 Penalty: 4011.469727
	Iteration 49Q: 3 clusters Score -345757.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -345758.562500 Penalty: 4011.469727
	Iteration 50Q: 3 clusters Score -345758.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -345759.937500 Penalty: 4011.469727
	Iteration 51Q: 3 clusters Score -345759.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -345760.218750 Penalty: 4011.469727
	Iteration 52Q: 3 clusters Score -345760.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -345761.531250 Penalty: 4011.469727
	Iteration 53Q: 3 clusters Score -345761.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -345761.375000 Penalty: 4011.469727
	Iteration 54Q: 3 clusters Score -345761.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -345762.000000 Penalty: 4011.469727
	Iteration 55Q: 3 clusters Score -345762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -345762.062500 Penalty: 4011.469727
	Iteration 56Q: 3 clusters Score -345762.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -345762.062500 Penalty: 4011.469727
	Iteration 57F: 3 clusters Score -345762.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -38796.347656 Penalty: 1490.794312
	Iteration 0F: 2 clusters Score -38796.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -37451.902344 Penalty: 2981.588623
	Iteration 0F: 3 clusters Score -37451.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -37643.402344 Penalty: 2981.588623
	Iteration 1F: 3 clusters Score -37643.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -37682.894531 Penalty: 2981.588623
	Iteration 2Q: 3 clusters Score -37682.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -37690.914062 Penalty: 2981.588623
	Iteration 3Q: 3 clusters Score -37690.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -37703.000000 Penalty: 2981.588623
	Iteration 4Q: 3 clusters Score -37703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -37703.000000 Penalty: 2981.588623
	Iteration 5F: 3 clusters Score -37703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (145736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145736 members 
Entering Unmasked Estep 
Score: -16065873.000000 Penalty: 2948.608887
	Iteration 0F: 2 clusters Score -1.606587e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72530 members 
Mstep: Class 2 contains 73206 members 
Entering Unmasked Estep 
Score: -15968450.000000 Penalty: 5897.217773
	Iteration 0F: 3 clusters Score -1.596845e+07 nChanged 69477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67331 members 
Mstep: Class 2 contains 78405 members 
Entering Unmasked Estep 
Score: -16008985.000000 Penalty: 5897.217773
	Iteration 1F: 3 clusters Score -1.600898e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63998 members 
Mstep: Class 2 contains 81738 members 
Entering Unmasked Estep 
Score: -16010425.000000 Penalty: 5897.217773
	Iteration 2Q: 3 clusters Score -1.601042e+07 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59047 members 
Mstep: Class 2 contains 86689 members 
Entering Unmasked Estep 
Score: -16012704.000000 Penalty: 5897.217773
	Iteration 3Q: 3 clusters Score -1.60127e+07 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51754 members 
Mstep: Class 2 contains 93982 members 
Entering Unmasked Estep 
Score: -16016627.000000 Penalty: 5897.217773
	Iteration 4F: 3 clusters Score -1.601663e+07 nChanged 10316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 104104 members 
Entering Unmasked Estep 
Score: -16023801.000000 Penalty: 5897.217773
	Iteration 5F: 3 clusters Score -1.60238e+07 nChanged 12646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 116668 members 
Entering Unmasked Estep 
Score: -16034655.000000 Penalty: 5897.217773
	Iteration 6F: 3 clusters Score -1.603466e+07 nChanged 12644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 129288 members 
Entering Unmasked Estep 
Score: -16047042.000000 Penalty: 5897.217773
	Iteration 7F: 3 clusters Score -1.604704e+07 nChanged 9293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 138577 members 
Entering Unmasked Estep 
Score: -16056548.000000 Penalty: 5897.217773
	Iteration 8F: 3 clusters Score -1.605655e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 143112 members 
Entering Unmasked Estep 
Score: -16060949.000000 Penalty: 5897.217773
	Iteration 9Q: 3 clusters Score -1.606095e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 144608 members 
Entering Unmasked Estep 
Score: -16062327.000000 Penalty: 5897.217773
	Iteration 10Q: 3 clusters Score -1.606233e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 145089 members 
Entering Unmasked Estep 
Score: -16062837.000000 Penalty: 5897.217773
	Iteration 11Q: 3 clusters Score -1.606284e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 145224 members 
Entering Unmasked Estep 
Score: -16063075.000000 Penalty: 5897.217773
	Iteration 12Q: 3 clusters Score -1.606308e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 145286 members 
Entering Unmasked Estep 
Score: -16063137.000000 Penalty: 5897.217773
	Iteration 13Q: 3 clusters Score -1.606314e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 145316 members 
Entering Unmasked Estep 
Score: -16063178.000000 Penalty: 5897.217773
	Iteration 14Q: 3 clusters Score -1.606318e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 145334 members 
Entering Unmasked Estep 
Score: -16063223.000000 Penalty: 5897.217773
	Iteration 15Q: 3 clusters Score -1.606322e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 145345 members 
Entering Unmasked Estep 
Score: -16063243.000000 Penalty: 5897.217773
	Iteration 16Q: 3 clusters Score -1.606324e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 145350 members 
Entering Unmasked Estep 
Score: -16063228.000000 Penalty: 5897.217773
	Iteration 17Q: 3 clusters Score -1.606323e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 145353 members 
Entering Unmasked Estep 
Score: -16063240.000000 Penalty: 5897.217773
	Iteration 18Q: 3 clusters Score -1.606324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 145359 members 
Entering Unmasked Estep 
Score: -16063249.000000 Penalty: 5897.217773
	Iteration 19Q: 3 clusters Score -1.606325e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 145365 members 
Entering Unmasked Estep 
Score: -16063263.000000 Penalty: 5897.217773
	Iteration 20F: 3 clusters Score -1.606326e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 145369 members 
Entering Unmasked Estep 
Score: -16063260.000000 Penalty: 5897.217773
	Iteration 21Q: 3 clusters Score -1.606326e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 145371 members 
Entering Unmasked Estep 
Score: -16063289.000000 Penalty: 5897.217773
	Iteration 22Q: 3 clusters Score -1.606329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 145373 members 
Entering Unmasked Estep 
Score: -16063299.000000 Penalty: 5897.217773
	Iteration 23Q: 3 clusters Score -1.60633e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 145376 members 
Entering Unmasked Estep 
Score: -16063292.000000 Penalty: 5897.217773
	Iteration 24Q: 3 clusters Score -1.606329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 145377 members 
Entering Unmasked Estep 
Score: -16063290.000000 Penalty: 5897.217773
	Iteration 25Q: 3 clusters Score -1.606329e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 145376 members 
Entering Unmasked Estep 
Score: -16063287.000000 Penalty: 5897.217773
	Iteration 26Q: 3 clusters Score -1.606329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 145379 members 
Entering Unmasked Estep 
Score: -16063281.000000 Penalty: 5897.217773
	Iteration 27Q: 3 clusters Score -1.606328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 145379 members 
Entering Unmasked Estep 
Score: -16063283.000000 Penalty: 5897.217773
	Iteration 28Q: 3 clusters Score -1.606328e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 145379 members 
Entering Unmasked Estep 
Score: -16063283.000000 Penalty: 5897.217773
	Iteration 29F: 3 clusters Score -1.606328e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (25832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Entering Unmasked Estep 
Score: -2787150.000000 Penalty: 2519.523682
	Iteration 0F: 2 clusters Score -2787150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -2769308.750000 Penalty: 5039.047363
	Iteration 0F: 3 clusters Score -2769309 nChanged 11588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -2775483.750000 Penalty: 5039.047363
	Iteration 1F: 3 clusters Score -2775484 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -2775919.750000 Penalty: 5039.047363
	Iteration 2Q: 3 clusters Score -2775920 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -2776294.000000 Penalty: 5039.047363
	Iteration 3Q: 3 clusters Score -2776294 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -2776590.500000 Penalty: 5039.047363
	Iteration 4Q: 3 clusters Score -2776590 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -2776870.000000 Penalty: 5039.047363
	Iteration 5Q: 3 clusters Score -2776870 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -2777126.250000 Penalty: 5039.047363
	Iteration 6Q: 3 clusters Score -2777126 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2777439.750000 Penalty: 5039.047363
	Iteration 7Q: 3 clusters Score -2777440 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -2777847.500000 Penalty: 5039.047363
	Iteration 8Q: 3 clusters Score -2777848 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -2778320.250000 Penalty: 5039.047363
	Iteration 9Q: 3 clusters Score -2778320 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2778909.250000 Penalty: 5039.047363
	Iteration 10Q: 3 clusters Score -2778909 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2779713.750000 Penalty: 5039.047363
	Iteration 11F: 3 clusters Score -2779714 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -2780683.250000 Penalty: 5039.047363
	Iteration 12F: 3 clusters Score -2780683 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -2781754.250000 Penalty: 5039.047363
	Iteration 13F: 3 clusters Score -2781754 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -2782776.000000 Penalty: 5039.047363
	Iteration 14Q: 3 clusters Score -2782776 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2783563.500000 Penalty: 5039.047363
	Iteration 15Q: 3 clusters Score -2783564 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2784086.500000 Penalty: 5039.047363
	Iteration 16Q: 3 clusters Score -2784086 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2784424.000000 Penalty: 5039.047363
	Iteration 17Q: 3 clusters Score -2784424 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2784591.000000 Penalty: 5039.047363
	Iteration 18Q: 3 clusters Score -2784591 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2784713.500000 Penalty: 5039.047363
	Iteration 19Q: 3 clusters Score -2784714 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2784781.750000 Penalty: 5039.047363
	Iteration 20F: 3 clusters Score -2784782 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2784814.750000 Penalty: 5039.047363
	Iteration 21Q: 3 clusters Score -2784815 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2784849.500000 Penalty: 5039.047363
	Iteration 22Q: 3 clusters Score -2784850 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2784882.500000 Penalty: 5039.047363
	Iteration 23Q: 3 clusters Score -2784882 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2784907.250000 Penalty: 5039.047363
	Iteration 24Q: 3 clusters Score -2784907 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2784920.000000 Penalty: 5039.047363
	Iteration 25Q: 3 clusters Score -2784920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2784936.000000 Penalty: 5039.047363
	Iteration 26Q: 3 clusters Score -2784936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2784944.000000 Penalty: 5039.047363
	Iteration 27Q: 3 clusters Score -2784944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2784952.500000 Penalty: 5039.047363
	Iteration 28Q: 3 clusters Score -2784952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2784971.750000 Penalty: 5039.047363
	Iteration 29Q: 3 clusters Score -2784972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2784984.000000 Penalty: 5039.047363
	Iteration 30Q: 3 clusters Score -2784984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2784987.500000 Penalty: 5039.047363
	Iteration 31Q: 3 clusters Score -2784988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2784992.000000 Penalty: 5039.047363
	Iteration 32Q: 3 clusters Score -2784992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2784993.250000 Penalty: 5039.047363
	Iteration 33Q: 3 clusters Score -2784993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2784995.750000 Penalty: 5039.047363
	Iteration 34Q: 3 clusters Score -2784996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2784996.750000 Penalty: 5039.047363
	Iteration 35Q: 3 clusters Score -2784997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2784996.750000 Penalty: 5039.047363
	Iteration 36F: 3 clusters Score -2784997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Entering Unmasked Estep 
Score: -249243.421875 Penalty: 1932.707275
	Iteration 0F: 2 clusters Score -249243.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -246306.000000 Penalty: 3865.414551
	Iteration 0F: 3 clusters Score -246306 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -246884.093750 Penalty: 3865.414551
	Iteration 1F: 3 clusters Score -246884.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -247077.062500 Penalty: 3865.414551
	Iteration 2F: 3 clusters Score -247077.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -247207.296875 Penalty: 3865.414551
	Iteration 3F: 3 clusters Score -247207.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -247297.875000 Penalty: 3865.414551
	Iteration 4Q: 3 clusters Score -247297.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -247370.515625 Penalty: 3865.414551
	Iteration 5Q: 3 clusters Score -247370.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -247426.156250 Penalty: 3865.414551
	Iteration 6Q: 3 clusters Score -247426.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -247463.671875 Penalty: 3865.414551
	Iteration 7Q: 3 clusters Score -247463.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -247512.296875 Penalty: 3865.414551
	Iteration 8Q: 3 clusters Score -247512.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -247569.343750 Penalty: 3865.414551
	Iteration 9Q: 3 clusters Score -247569.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -247613.328125 Penalty: 3865.414551
	Iteration 10Q: 3 clusters Score -247613.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -247656.656250 Penalty: 3865.414551
	Iteration 11Q: 3 clusters Score -247656.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -247693.453125 Penalty: 3865.414551
	Iteration 12Q: 3 clusters Score -247693.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -247725.515625 Penalty: 3865.414551
	Iteration 13Q: 3 clusters Score -247725.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -247762.109375 Penalty: 3865.414551
	Iteration 14Q: 3 clusters Score -247762.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -247790.250000 Penalty: 3865.414551
	Iteration 15Q: 3 clusters Score -247790.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -247821.453125 Penalty: 3865.414551
	Iteration 16Q: 3 clusters Score -247821.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -247856.281250 Penalty: 3865.414551
	Iteration 17Q: 3 clusters Score -247856.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -247886.484375 Penalty: 3865.414551
	Iteration 18Q: 3 clusters Score -247886.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -247906.156250 Penalty: 3865.414551
	Iteration 19Q: 3 clusters Score -247906.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -247921.078125 Penalty: 3865.414551
	Iteration 20F: 3 clusters Score -247921.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -247934.062500 Penalty: 3865.414551
	Iteration 21Q: 3 clusters Score -247934.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -247945.203125 Penalty: 3865.414551
	Iteration 22Q: 3 clusters Score -247945.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -247952.015625 Penalty: 3865.414551
	Iteration 23Q: 3 clusters Score -247952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -247958.140625 Penalty: 3865.414551
	Iteration 24Q: 3 clusters Score -247958.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -247964.750000 Penalty: 3865.414551
	Iteration 25Q: 3 clusters Score -247964.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -247971.890625 Penalty: 3865.414551
	Iteration 26Q: 3 clusters Score -247971.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -247983.359375 Penalty: 3865.414551
	Iteration 27Q: 3 clusters Score -247983.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -248003.250000 Penalty: 3865.414551
	Iteration 28Q: 3 clusters Score -248003.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -248023.750000 Penalty: 3865.414551
	Iteration 29Q: 3 clusters Score -248023.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -248047.500000 Penalty: 3865.414551
	Iteration 30Q: 3 clusters Score -248047.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -248077.359375 Penalty: 3865.414551
	Iteration 31Q: 3 clusters Score -248077.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -248114.843750 Penalty: 3865.414551
	Iteration 32Q: 3 clusters Score -248114.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -248152.015625 Penalty: 3865.414551
	Iteration 33Q: 3 clusters Score -248152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -248197.531250 Penalty: 3865.414551
	Iteration 34Q: 3 clusters Score -248197.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -248244.390625 Penalty: 3865.414551
	Iteration 35Q: 3 clusters Score -248244.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -248305.750000 Penalty: 3865.414551
	Iteration 36Q: 3 clusters Score -248305.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -248345.671875 Penalty: 3865.414551
	Iteration 37Q: 3 clusters Score -248345.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -248373.562500 Penalty: 3865.414551
	Iteration 38Q: 3 clusters Score -248373.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -248395.718750 Penalty: 3865.414551
	Iteration 39Q: 3 clusters Score -248395.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -248415.968750 Penalty: 3865.414551
	Iteration 40F: 3 clusters Score -248416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -248428.343750 Penalty: 3865.414551
	Iteration 41Q: 3 clusters Score -248428.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -248443.390625 Penalty: 3865.414551
	Iteration 42Q: 3 clusters Score -248443.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -248452.718750 Penalty: 3865.414551
	Iteration 43Q: 3 clusters Score -248452.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -248455.640625 Penalty: 3865.414551
	Iteration 44Q: 3 clusters Score -248455.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -248457.812500 Penalty: 3865.414551
	Iteration 45Q: 3 clusters Score -248457.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -248457.812500 Penalty: 3865.414551
	Iteration 46F: 3 clusters Score -248457.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (36766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Entering Unmasked Estep 
Score: -3796334.250000 Penalty: 2607.057617
	Iteration 0F: 2 clusters Score -3796334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -3771275.250000 Penalty: 5214.115234
	Iteration 0F: 3 clusters Score -3771275 nChanged 16816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -3780549.000000 Penalty: 5214.115234
	Iteration 1F: 3 clusters Score -3780549 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -3781192.500000 Penalty: 5214.115234
	Iteration 2Q: 3 clusters Score -3781192 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -3781971.750000 Penalty: 5214.115234
	Iteration 3Q: 3 clusters Score -3781972 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -3782853.500000 Penalty: 5214.115234
	Iteration 4Q: 3 clusters Score -3782854 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -3783781.750000 Penalty: 5214.115234
	Iteration 5F: 3 clusters Score -3783782 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -3784835.750000 Penalty: 5214.115234
	Iteration 6F: 3 clusters Score -3784836 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -3786057.750000 Penalty: 5214.115234
	Iteration 7F: 3 clusters Score -3786058 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -3787325.000000 Penalty: 5214.115234
	Iteration 8F: 3 clusters Score -3787325 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -3788514.750000 Penalty: 5214.115234
	Iteration 9F: 3 clusters Score -3788515 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -3789566.750000 Penalty: 5214.115234
	Iteration 10Q: 3 clusters Score -3789567 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -3790376.250000 Penalty: 5214.115234
	Iteration 11Q: 3 clusters Score -3790376 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -3790963.250000 Penalty: 5214.115234
	Iteration 12Q: 3 clusters Score -3790963 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -3791415.250000 Penalty: 5214.115234
	Iteration 13Q: 3 clusters Score -3791415 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -3791777.000000 Penalty: 5214.115234
	Iteration 14Q: 3 clusters Score -3791777 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -3792029.500000 Penalty: 5214.115234
	Iteration 15Q: 3 clusters Score -3792030 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -3792292.500000 Penalty: 5214.115234
	Iteration 16Q: 3 clusters Score -3792292 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -3792495.750000 Penalty: 5214.115234
	Iteration 17Q: 3 clusters Score -3792496 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -3792680.500000 Penalty: 5214.115234
	Iteration 18Q: 3 clusters Score -3792680 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -3792841.750000 Penalty: 5214.115234
	Iteration 19Q: 3 clusters Score -3792842 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -3792977.000000 Penalty: 5214.115234
	Iteration 20F: 3 clusters Score -3792977 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -3793074.500000 Penalty: 5214.115234
	Iteration 21Q: 3 clusters Score -3793074 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -3793182.750000 Penalty: 5214.115234
	Iteration 22Q: 3 clusters Score -3793183 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -3793292.500000 Penalty: 5214.115234
	Iteration 23Q: 3 clusters Score -3793292 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -3793379.000000 Penalty: 5214.115234
	Iteration 24Q: 3 clusters Score -3793379 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -3793495.500000 Penalty: 5214.115234
	Iteration 25Q: 3 clusters Score -3793496 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -3793637.500000 Penalty: 5214.115234
	Iteration 26Q: 3 clusters Score -3793638 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 31020 members 
Entering Unmasked Estep 
Score: -3793768.000000 Penalty: 5214.115234
	Iteration 27Q: 3 clusters Score -3793768 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -3793883.750000 Penalty: 5214.115234
	Iteration 28Q: 3 clusters Score -3793884 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -3793946.000000 Penalty: 5214.115234
	Iteration 29Q: 3 clusters Score -3793946 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 31661 members 
Entering Unmasked Estep 
Score: -3794037.250000 Penalty: 5214.115234
	Iteration 30Q: 3 clusters Score -3794037 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 31828 members 
Entering Unmasked Estep 
Score: -3794113.750000 Penalty: 5214.115234
	Iteration 31Q: 3 clusters Score -3794114 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -3794190.250000 Penalty: 5214.115234
	Iteration 32Q: 3 clusters Score -3794190 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -3794274.750000 Penalty: 5214.115234
	Iteration 33Q: 3 clusters Score -3794275 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 32347 members 
Entering Unmasked Estep 
Score: -3794349.500000 Penalty: 5214.115234
	Iteration 34Q: 3 clusters Score -3794350 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -3794437.750000 Penalty: 5214.115234
	Iteration 35Q: 3 clusters Score -3794438 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 32706 members 
Entering Unmasked Estep 
Score: -3794509.500000 Penalty: 5214.115234
	Iteration 36Q: 3 clusters Score -3794510 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -3794605.500000 Penalty: 5214.115234
	Iteration 37Q: 3 clusters Score -3794606 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -3794690.250000 Penalty: 5214.115234
	Iteration 38Q: 3 clusters Score -3794690 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -3794804.000000 Penalty: 5214.115234
	Iteration 39Q: 3 clusters Score -3794804 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 33346 members 
Entering Unmasked Estep 
Score: -3794898.000000 Penalty: 5214.115234
	Iteration 40F: 3 clusters Score -3794898 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -3794988.500000 Penalty: 5214.115234
	Iteration 41Q: 3 clusters Score -3794988 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 33590 members 
Entering Unmasked Estep 
Score: -3795111.250000 Penalty: 5214.115234
	Iteration 42Q: 3 clusters Score -3795111 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -3795213.750000 Penalty: 5214.115234
	Iteration 43Q: 3 clusters Score -3795214 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 33762 members 
Entering Unmasked Estep 
Score: -3795283.500000 Penalty: 5214.115234
	Iteration 44Q: 3 clusters Score -3795284 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -3795334.500000 Penalty: 5214.115234
	Iteration 45Q: 3 clusters Score -3795334 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -3795363.750000 Penalty: 5214.115234
	Iteration 46Q: 3 clusters Score -3795364 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -3795381.500000 Penalty: 5214.115234
	Iteration 47Q: 3 clusters Score -3795382 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -3795406.500000 Penalty: 5214.115234
	Iteration 48Q: 3 clusters Score -3795406 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -3795428.750000 Penalty: 5214.115234
	Iteration 49Q: 3 clusters Score -3795429 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 33909 members 
Entering Unmasked Estep 
Score: -3795442.250000 Penalty: 5214.115234
	Iteration 50Q: 3 clusters Score -3795442 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 33911 members 
Entering Unmasked Estep 
Score: -3795438.750000 Penalty: 5214.115234
	Iteration 51Q: 3 clusters Score -3795439 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -3795456.000000 Penalty: 5214.115234
	Iteration 52Q: 3 clusters Score -3795456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 33924 members 
Entering Unmasked Estep 
Score: -3795452.000000 Penalty: 5214.115234
	Iteration 53Q: 3 clusters Score -3795452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 33938 members 
Entering Unmasked Estep 
Score: -3795449.250000 Penalty: 5214.115234
	Iteration 54Q: 3 clusters Score -3795449 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 33958 members 
Entering Unmasked Estep 
Score: -3795465.500000 Penalty: 5214.115234
	Iteration 55Q: 3 clusters Score -3795466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 33969 members 
Entering Unmasked Estep 
Score: -3795463.750000 Penalty: 5214.115234
	Iteration 56Q: 3 clusters Score -3795464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -3795465.750000 Penalty: 5214.115234
	Iteration 57Q: 3 clusters Score -3795466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 33972 members 
Entering Unmasked Estep 
Score: -3795462.500000 Penalty: 5214.115234
	Iteration 58Q: 3 clusters Score -3795462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -3795459.500000 Penalty: 5214.115234
	Iteration 59Q: 3 clusters Score -3795460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -3795463.250000 Penalty: 5214.115234
	Iteration 60F: 3 clusters Score -3795463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -3795458.750000 Penalty: 5214.115234
	Iteration 61Q: 3 clusters Score -3795459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -3795459.000000 Penalty: 5214.115234
	Iteration 62Q: 3 clusters Score -3795459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -3795459.000000 Penalty: 5214.115234
	Iteration 63F: 3 clusters Score -3795459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (27162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Entering Unmasked Estep 
Score: -2958124.750000 Penalty: 2531.974365
	Iteration 0F: 2 clusters Score -2958125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -2939433.500000 Penalty: 5063.948730
	Iteration 0F: 3 clusters Score -2939434 nChanged 12147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -2946118.750000 Penalty: 5063.948730
	Iteration 1F: 3 clusters Score -2946119 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -2946722.500000 Penalty: 5063.948730
	Iteration 2F: 3 clusters Score -2946722 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -2947445.250000 Penalty: 5063.948730
	Iteration 3F: 3 clusters Score -2947445 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -2948478.250000 Penalty: 5063.948730
	Iteration 4F: 3 clusters Score -2948478 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -2949817.000000 Penalty: 5063.948730
	Iteration 5F: 3 clusters Score -2949817 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -2951367.250000 Penalty: 5063.948730
	Iteration 6F: 3 clusters Score -2951367 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -2952689.250000 Penalty: 5063.948730
	Iteration 7F: 3 clusters Score -2952689 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2953730.500000 Penalty: 5063.948730
	Iteration 8F: 3 clusters Score -2953730 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -2954534.000000 Penalty: 5063.948730
	Iteration 9Q: 3 clusters Score -2954534 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -2955206.000000 Penalty: 5063.948730
	Iteration 10Q: 3 clusters Score -2955206 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -2955638.250000 Penalty: 5063.948730
	Iteration 11Q: 3 clusters Score -2955638 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -2955883.000000 Penalty: 5063.948730
	Iteration 12Q: 3 clusters Score -2955883 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -2956027.750000 Penalty: 5063.948730
	Iteration 13Q: 3 clusters Score -2956028 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -2956134.750000 Penalty: 5063.948730
	Iteration 14Q: 3 clusters Score -2956135 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -2956216.000000 Penalty: 5063.948730
	Iteration 15Q: 3 clusters Score -2956216 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -2956268.750000 Penalty: 5063.948730
	Iteration 16Q: 3 clusters Score -2956269 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -2956322.500000 Penalty: 5063.948730
	Iteration 17Q: 3 clusters Score -2956322 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -2956351.750000 Penalty: 5063.948730
	Iteration 18Q: 3 clusters Score -2956352 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -2956377.750000 Penalty: 5063.948730
	Iteration 19Q: 3 clusters Score -2956378 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -2956398.000000 Penalty: 5063.948730
	Iteration 20F: 3 clusters Score -2956398 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -2956409.750000 Penalty: 5063.948730
	Iteration 21Q: 3 clusters Score -2956410 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -2956420.500000 Penalty: 5063.948730
	Iteration 22Q: 3 clusters Score -2956420 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -2956445.000000 Penalty: 5063.948730
	Iteration 23Q: 3 clusters Score -2956445 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -2956448.000000 Penalty: 5063.948730
	Iteration 24Q: 3 clusters Score -2956448 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -2956455.500000 Penalty: 5063.948730
	Iteration 25Q: 3 clusters Score -2956456 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -2956461.750000 Penalty: 5063.948730
	Iteration 26Q: 3 clusters Score -2956462 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -2956468.000000 Penalty: 5063.948730
	Iteration 27Q: 3 clusters Score -2956468 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -2956472.500000 Penalty: 5063.948730
	Iteration 28Q: 3 clusters Score -2956472 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -2956477.250000 Penalty: 5063.948730
	Iteration 29Q: 3 clusters Score -2956477 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -2956477.500000 Penalty: 5063.948730
	Iteration 30Q: 3 clusters Score -2956478 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -2956478.250000 Penalty: 5063.948730
	Iteration 31Q: 3 clusters Score -2956478 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -2956488.500000 Penalty: 5063.948730
	Iteration 32Q: 3 clusters Score -2956488 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -2956489.250000 Penalty: 5063.948730
	Iteration 33Q: 3 clusters Score -2956489 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -2956483.500000 Penalty: 5063.948730
	Iteration 34Q: 3 clusters Score -2956484 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -2956490.000000 Penalty: 5063.948730
	Iteration 35Q: 3 clusters Score -2956490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -2956492.750000 Penalty: 5063.948730
	Iteration 36Q: 3 clusters Score -2956493 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -2956500.500000 Penalty: 5063.948730
	Iteration 37Q: 3 clusters Score -2956500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -2956502.250000 Penalty: 5063.948730
	Iteration 38Q: 3 clusters Score -2956502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -2956506.750000 Penalty: 5063.948730
	Iteration 39Q: 3 clusters Score -2956507 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -2956510.500000 Penalty: 5063.948730
	Iteration 40F: 3 clusters Score -2956510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -2956514.000000 Penalty: 5063.948730
	Iteration 41Q: 3 clusters Score -2956514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -2956506.750000 Penalty: 5063.948730
	Iteration 42Q: 3 clusters Score -2956507 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -2956510.750000 Penalty: 5063.948730
	Iteration 43Q: 3 clusters Score -2956511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -2956513.250000 Penalty: 5063.948730
	Iteration 44Q: 3 clusters Score -2956513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -2956510.750000 Penalty: 5063.948730
	Iteration 45Q: 3 clusters Score -2956511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -2956509.000000 Penalty: 5063.948730
	Iteration 46Q: 3 clusters Score -2956509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -2956512.000000 Penalty: 5063.948730
	Iteration 47Q: 3 clusters Score -2956512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -2956519.000000 Penalty: 5063.948730
	Iteration 48Q: 3 clusters Score -2956519 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -2956512.250000 Penalty: 5063.948730
	Iteration 49Q: 3 clusters Score -2956512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -2956511.750000 Penalty: 5063.948730
	Iteration 50Q: 3 clusters Score -2956512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -2956513.250000 Penalty: 5063.948730
	Iteration 51Q: 3 clusters Score -2956513 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -2956516.500000 Penalty: 5063.948730
	Iteration 52Q: 3 clusters Score -2956516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -2956513.000000 Penalty: 5063.948730
	Iteration 53Q: 3 clusters Score -2956513 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -2956521.000000 Penalty: 5063.948730
	Iteration 54Q: 3 clusters Score -2956521 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -2956520.500000 Penalty: 5063.948730
	Iteration 55Q: 3 clusters Score -2956520 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -2956517.500000 Penalty: 5063.948730
	Iteration 56Q: 3 clusters Score -2956518 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -2956517.250000 Penalty: 5063.948730
	Iteration 57Q: 3 clusters Score -2956517 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -2956520.500000 Penalty: 5063.948730
	Iteration 58Q: 3 clusters Score -2956520 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -2956521.000000 Penalty: 5063.948730
	Iteration 59Q: 3 clusters Score -2956521 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -2956532.500000 Penalty: 5063.948730
	Iteration 60F: 3 clusters Score -2956532 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -2956539.500000 Penalty: 5063.948730
	Iteration 61Q: 3 clusters Score -2956540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2956539.250000 Penalty: 5063.948730
	Iteration 62Q: 3 clusters Score -2956539 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -2956539.250000 Penalty: 5063.948730
	Iteration 63Q: 3 clusters Score -2956539 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -2956547.250000 Penalty: 5063.948730
	Iteration 64Q: 3 clusters Score -2956547 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -2956548.250000 Penalty: 5063.948730
	Iteration 65Q: 3 clusters Score -2956548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -2956545.500000 Penalty: 5063.948730
	Iteration 66Q: 3 clusters Score -2956546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -2956541.750000 Penalty: 5063.948730
	Iteration 67Q: 3 clusters Score -2956542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -2956537.000000 Penalty: 5063.948730
	Iteration 68Q: 3 clusters Score -2956537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -2956542.500000 Penalty: 5063.948730
	Iteration 69Q: 3 clusters Score -2956542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -2956546.500000 Penalty: 5063.948730
	Iteration 70Q: 3 clusters Score -2956546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -2956547.250000 Penalty: 5063.948730
	Iteration 71Q: 3 clusters Score -2956547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -2956548.000000 Penalty: 5063.948730
	Iteration 72Q: 3 clusters Score -2956548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -2956549.750000 Penalty: 5063.948730
	Iteration 73Q: 3 clusters Score -2956550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -2956546.750000 Penalty: 5063.948730
	Iteration 74Q: 3 clusters Score -2956547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -2956549.500000 Penalty: 5063.948730
	Iteration 75Q: 3 clusters Score -2956550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -2956544.250000 Penalty: 5063.948730
	Iteration 76Q: 3 clusters Score -2956544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -2956550.250000 Penalty: 5063.948730
	Iteration 77Q: 3 clusters Score -2956550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -2956546.750000 Penalty: 5063.948730
	Iteration 78Q: 3 clusters Score -2956547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -2956547.250000 Penalty: 5063.948730
	Iteration 79Q: 3 clusters Score -2956547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2956556.000000 Penalty: 5063.948730
	Iteration 80F: 3 clusters Score -2956556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2956553.750000 Penalty: 5063.948730
	Iteration 81Q: 3 clusters Score -2956554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -2956553.000000 Penalty: 5063.948730
	Iteration 82Q: 3 clusters Score -2956553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -2956554.750000 Penalty: 5063.948730
	Iteration 83Q: 3 clusters Score -2956555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -2956555.750000 Penalty: 5063.948730
	Iteration 84Q: 3 clusters Score -2956556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -2956558.750000 Penalty: 5063.948730
	Iteration 85Q: 3 clusters Score -2956559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -2956560.000000 Penalty: 5063.948730
	Iteration 86Q: 3 clusters Score -2956560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -2956565.750000 Penalty: 5063.948730
	Iteration 87Q: 3 clusters Score -2956566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -2956562.250000 Penalty: 5063.948730
	Iteration 88Q: 3 clusters Score -2956562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -2956560.000000 Penalty: 5063.948730
	Iteration 89Q: 3 clusters Score -2956560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -2956558.500000 Penalty: 5063.948730
	Iteration 90Q: 3 clusters Score -2956558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -2956556.250000 Penalty: 5063.948730
	Iteration 91Q: 3 clusters Score -2956556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -2956557.250000 Penalty: 5063.948730
	Iteration 92Q: 3 clusters Score -2956557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -2956556.250000 Penalty: 5063.948730
	Iteration 93Q: 3 clusters Score -2956556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -2956554.750000 Penalty: 5063.948730
	Iteration 94Q: 3 clusters Score -2956555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -2956554.750000 Penalty: 5063.948730
	Iteration 95F: 3 clusters Score -2956555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Entering Unmasked Estep 
Score: -311131.843750 Penalty: 2005.429810
	Iteration 0F: 2 clusters Score -311131.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -307678.312500 Penalty: 4010.859619
	Iteration 0F: 3 clusters Score -307678.3 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -308460.250000 Penalty: 4010.859619
	Iteration 1F: 3 clusters Score -308460.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -308659.437500 Penalty: 4010.859619
	Iteration 2F: 3 clusters Score -308659.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -308799.687500 Penalty: 4010.859619
	Iteration 3F: 3 clusters Score -308799.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -308892.750000 Penalty: 4010.859619
	Iteration 4Q: 3 clusters Score -308892.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -308965.531250 Penalty: 4010.859619
	Iteration 5Q: 3 clusters Score -308965.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -309033.375000 Penalty: 4010.859619
	Iteration 6Q: 3 clusters Score -309033.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -309093.375000 Penalty: 4010.859619
	Iteration 7Q: 3 clusters Score -309093.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -309149.187500 Penalty: 4010.859619
	Iteration 8Q: 3 clusters Score -309149.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -309194.531250 Penalty: 4010.859619
	Iteration 9Q: 3 clusters Score -309194.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -309233.687500 Penalty: 4010.859619
	Iteration 10Q: 3 clusters Score -309233.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -309262.250000 Penalty: 4010.859619
	Iteration 11Q: 3 clusters Score -309262.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -309284.093750 Penalty: 4010.859619
	Iteration 12Q: 3 clusters Score -309284.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -309301.843750 Penalty: 4010.859619
	Iteration 13Q: 3 clusters Score -309301.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -309313.437500 Penalty: 4010.859619
	Iteration 14Q: 3 clusters Score -309313.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -309324.593750 Penalty: 4010.859619
	Iteration 15Q: 3 clusters Score -309324.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -309331.562500 Penalty: 4010.859619
	Iteration 16Q: 3 clusters Score -309331.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -309340.468750 Penalty: 4010.859619
	Iteration 17Q: 3 clusters Score -309340.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -309350.562500 Penalty: 4010.859619
	Iteration 18Q: 3 clusters Score -309350.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -309361.281250 Penalty: 4010.859619
	Iteration 19Q: 3 clusters Score -309361.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -309368.718750 Penalty: 4010.859619
	Iteration 20F: 3 clusters Score -309368.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -309381.468750 Penalty: 4010.859619
	Iteration 21Q: 3 clusters Score -309381.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -309402.875000 Penalty: 4010.859619
	Iteration 22Q: 3 clusters Score -309402.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -309422.093750 Penalty: 4010.859619
	Iteration 23Q: 3 clusters Score -309422.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -309435.000000 Penalty: 4010.859619
	Iteration 24Q: 3 clusters Score -309435 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -309443.968750 Penalty: 4010.859619
	Iteration 25Q: 3 clusters Score -309444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -309452.687500 Penalty: 4010.859619
	Iteration 26Q: 3 clusters Score -309452.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -309458.593750 Penalty: 4010.859619
	Iteration 27Q: 3 clusters Score -309458.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -309464.031250 Penalty: 4010.859619
	Iteration 28Q: 3 clusters Score -309464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -309472.906250 Penalty: 4010.859619
	Iteration 29Q: 3 clusters Score -309472.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -309483.562500 Penalty: 4010.859619
	Iteration 30Q: 3 clusters Score -309483.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -309492.250000 Penalty: 4010.859619
	Iteration 31Q: 3 clusters Score -309492.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -309500.125000 Penalty: 4010.859619
	Iteration 32Q: 3 clusters Score -309500.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -309506.000000 Penalty: 4010.859619
	Iteration 33Q: 3 clusters Score -309506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -309511.437500 Penalty: 4010.859619
	Iteration 34Q: 3 clusters Score -309511.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -309514.468750 Penalty: 4010.859619
	Iteration 35Q: 3 clusters Score -309514.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -309520.218750 Penalty: 4010.859619
	Iteration 36Q: 3 clusters Score -309520.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -309527.812500 Penalty: 4010.859619
	Iteration 37Q: 3 clusters Score -309527.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -309534.375000 Penalty: 4010.859619
	Iteration 38Q: 3 clusters Score -309534.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -309538.156250 Penalty: 4010.859619
	Iteration 39Q: 3 clusters Score -309538.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -309540.437500 Penalty: 4010.859619
	Iteration 40F: 3 clusters Score -309540.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -309544.875000 Penalty: 4010.859619
	Iteration 41Q: 3 clusters Score -309544.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -309547.843750 Penalty: 4010.859619
	Iteration 42Q: 3 clusters Score -309547.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -309550.531250 Penalty: 4010.859619
	Iteration 43Q: 3 clusters Score -309550.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -309555.312500 Penalty: 4010.859619
	Iteration 44Q: 3 clusters Score -309555.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -309558.968750 Penalty: 4010.859619
	Iteration 45Q: 3 clusters Score -309559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -309560.687500 Penalty: 4010.859619
	Iteration 46Q: 3 clusters Score -309560.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -309564.125000 Penalty: 4010.859619
	Iteration 47Q: 3 clusters Score -309564.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -309565.718750 Penalty: 4010.859619
	Iteration 48Q: 3 clusters Score -309565.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -309566.906250 Penalty: 4010.859619
	Iteration 49Q: 3 clusters Score -309566.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -309568.187500 Penalty: 4010.859619
	Iteration 50Q: 3 clusters Score -309568.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -309571.187500 Penalty: 4010.859619
	Iteration 51Q: 3 clusters Score -309571.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -309574.906250 Penalty: 4010.859619
	Iteration 52Q: 3 clusters Score -309574.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -309579.750000 Penalty: 4010.859619
	Iteration 53Q: 3 clusters Score -309579.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -309584.062500 Penalty: 4010.859619
	Iteration 54Q: 3 clusters Score -309584.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -309587.625000 Penalty: 4010.859619
	Iteration 55Q: 3 clusters Score -309587.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -309593.625000 Penalty: 4010.859619
	Iteration 56Q: 3 clusters Score -309593.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -309599.531250 Penalty: 4010.859619
	Iteration 57Q: 3 clusters Score -309599.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -309607.156250 Penalty: 4010.859619
	Iteration 58Q: 3 clusters Score -309607.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -309613.125000 Penalty: 4010.859619
	Iteration 59Q: 3 clusters Score -309613.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -309625.625000 Penalty: 4010.859619
	Iteration 60F: 3 clusters Score -309625.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -309634.687500 Penalty: 4010.859619
	Iteration 61Q: 3 clusters Score -309634.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -309644.593750 Penalty: 4010.859619
	Iteration 62Q: 3 clusters Score -309644.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -309650.843750 Penalty: 4010.859619
	Iteration 63Q: 3 clusters Score -309650.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -309658.968750 Penalty: 4010.859619
	Iteration 64Q: 3 clusters Score -309659 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -309667.656250 Penalty: 4010.859619
	Iteration 65Q: 3 clusters Score -309667.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -309677.531250 Penalty: 4010.859619
	Iteration 66Q: 3 clusters Score -309677.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -309690.125000 Penalty: 4010.859619
	Iteration 67Q: 3 clusters Score -309690.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -309705.812500 Penalty: 4010.859619
	Iteration 68Q: 3 clusters Score -309705.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -309739.406250 Penalty: 4010.859619
	Iteration 69Q: 3 clusters Score -309739.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -309789.968750 Penalty: 4010.859619
	Iteration 70Q: 3 clusters Score -309790 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -309821.906250 Penalty: 4010.859619
	Iteration 71Q: 3 clusters Score -309821.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -309850.968750 Penalty: 4010.859619
	Iteration 72Q: 3 clusters Score -309851 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -309868.437500 Penalty: 4010.859619
	Iteration 73Q: 3 clusters Score -309868.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -309881.750000 Penalty: 4010.859619
	Iteration 74Q: 3 clusters Score -309881.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -309893.625000 Penalty: 4010.859619
	Iteration 75Q: 3 clusters Score -309893.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -309899.968750 Penalty: 4010.859619
	Iteration 76Q: 3 clusters Score -309900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -309907.625000 Penalty: 4010.859619
	Iteration 77Q: 3 clusters Score -309907.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -309915.437500 Penalty: 4010.859619
	Iteration 78Q: 3 clusters Score -309915.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -309926.000000 Penalty: 4010.859619
	Iteration 79Q: 3 clusters Score -309926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -309934.437500 Penalty: 4010.859619
	Iteration 80F: 3 clusters Score -309934.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -309936.937500 Penalty: 4010.859619
	Iteration 81Q: 3 clusters Score -309936.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -309939.125000 Penalty: 4010.859619
	Iteration 82Q: 3 clusters Score -309939.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -309942.593750 Penalty: 4010.859619
	Iteration 83Q: 3 clusters Score -309942.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -309949.468750 Penalty: 4010.859619
	Iteration 84Q: 3 clusters Score -309949.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -309955.593750 Penalty: 4010.859619
	Iteration 85Q: 3 clusters Score -309955.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -309960.781250 Penalty: 4010.859619
	Iteration 86Q: 3 clusters Score -309960.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -309968.250000 Penalty: 4010.859619
	Iteration 87Q: 3 clusters Score -309968.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -309971.843750 Penalty: 4010.859619
	Iteration 88Q: 3 clusters Score -309971.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -309974.218750 Penalty: 4010.859619
	Iteration 89Q: 3 clusters Score -309974.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -309974.875000 Penalty: 4010.859619
	Iteration 90Q: 3 clusters Score -309974.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -309975.218750 Penalty: 4010.859619
	Iteration 91Q: 3 clusters Score -309975.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -309975.906250 Penalty: 4010.859619
	Iteration 92Q: 3 clusters Score -309975.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -309976.343750 Penalty: 4010.859619
	Iteration 93Q: 3 clusters Score -309976.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -309976.406250 Penalty: 4010.859619
	Iteration 94Q: 3 clusters Score -309976.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -309978.125000 Penalty: 4010.859619
	Iteration 95Q: 3 clusters Score -309978.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -309979.968750 Penalty: 4010.859619
	Iteration 96Q: 3 clusters Score -309980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -309984.125000 Penalty: 4010.859619
	Iteration 97Q: 3 clusters Score -309984.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -309987.312500 Penalty: 4010.859619
	Iteration 98Q: 3 clusters Score -309987.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -309989.218750 Penalty: 4010.859619
	Iteration 99Q: 3 clusters Score -309989.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -309989.875000 Penalty: 4010.859619
	Iteration 100F: 3 clusters Score -309989.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -309992.687500 Penalty: 4010.859619
	Iteration 101Q: 3 clusters Score -309992.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -309993.468750 Penalty: 4010.859619
	Iteration 102Q: 3 clusters Score -309993.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -309993.968750 Penalty: 4010.859619
	Iteration 103Q: 3 clusters Score -309994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -309993.968750 Penalty: 4010.859619
	Iteration 104F: 3 clusters Score -309994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Entering Unmasked Estep 
Score: -141770.515625 Penalty: 1794.790649
	Iteration 0F: 2 clusters Score -141770.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -139531.921875 Penalty: 3589.581299
	Iteration 0F: 3 clusters Score -139531.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -139898.562500 Penalty: 3589.581299
	Iteration 1F: 3 clusters Score -139898.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -140004.453125 Penalty: 3589.581299
	Iteration 2F: 3 clusters Score -140004.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -140066.578125 Penalty: 3589.581299
	Iteration 3Q: 3 clusters Score -140066.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -140124.640625 Penalty: 3589.581299
	Iteration 4Q: 3 clusters Score -140124.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -140157.500000 Penalty: 3589.581299
	Iteration 5Q: 3 clusters Score -140157.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -140178.734375 Penalty: 3589.581299
	Iteration 6Q: 3 clusters Score -140178.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -140193.781250 Penalty: 3589.581299
	Iteration 7Q: 3 clusters Score -140193.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -140202.953125 Penalty: 3589.581299
	Iteration 8Q: 3 clusters Score -140203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -140213.968750 Penalty: 3589.581299
	Iteration 9Q: 3 clusters Score -140214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -140220.421875 Penalty: 3589.581299
	Iteration 10Q: 3 clusters Score -140220.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -140226.781250 Penalty: 3589.581299
	Iteration 11Q: 3 clusters Score -140226.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -140228.937500 Penalty: 3589.581299
	Iteration 12Q: 3 clusters Score -140228.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -140230.453125 Penalty: 3589.581299
	Iteration 13Q: 3 clusters Score -140230.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -140231.265625 Penalty: 3589.581299
	Iteration 14Q: 3 clusters Score -140231.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -140233.312500 Penalty: 3589.581299
	Iteration 15Q: 3 clusters Score -140233.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -140236.203125 Penalty: 3589.581299
	Iteration 16Q: 3 clusters Score -140236.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -140238.031250 Penalty: 3589.581299
	Iteration 17Q: 3 clusters Score -140238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -140243.015625 Penalty: 3589.581299
	Iteration 18Q: 3 clusters Score -140243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -140247.812500 Penalty: 3589.581299
	Iteration 19Q: 3 clusters Score -140247.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -140250.671875 Penalty: 3589.581299
	Iteration 20F: 3 clusters Score -140250.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -140253.078125 Penalty: 3589.581299
	Iteration 21Q: 3 clusters Score -140253.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -140261.796875 Penalty: 3589.581299
	Iteration 22Q: 3 clusters Score -140261.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -140269.296875 Penalty: 3589.581299
	Iteration 23Q: 3 clusters Score -140269.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -140286.468750 Penalty: 3589.581299
	Iteration 24Q: 3 clusters Score -140286.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -140313.968750 Penalty: 3589.581299
	Iteration 25Q: 3 clusters Score -140314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -140335.734375 Penalty: 3589.581299
	Iteration 26Q: 3 clusters Score -140335.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -140362.781250 Penalty: 3589.581299
	Iteration 27Q: 3 clusters Score -140362.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -140383.250000 Penalty: 3589.581299
	Iteration 28Q: 3 clusters Score -140383.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -140394.109375 Penalty: 3589.581299
	Iteration 29Q: 3 clusters Score -140394.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -140402.015625 Penalty: 3589.581299
	Iteration 30Q: 3 clusters Score -140402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -140413.468750 Penalty: 3589.581299
	Iteration 31Q: 3 clusters Score -140413.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -140426.875000 Penalty: 3589.581299
	Iteration 32Q: 3 clusters Score -140426.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -140432.984375 Penalty: 3589.581299
	Iteration 33Q: 3 clusters Score -140433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -140436.640625 Penalty: 3589.581299
	Iteration 34Q: 3 clusters Score -140436.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -140437.453125 Penalty: 3589.581299
	Iteration 35Q: 3 clusters Score -140437.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -140439.046875 Penalty: 3589.581299
	Iteration 36Q: 3 clusters Score -140439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -140439.046875 Penalty: 3589.581299
	Iteration 37F: 3 clusters Score -140439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Entering Unmasked Estep 
Score: -84467.984375 Penalty: 1665.415161
	Iteration 0F: 2 clusters Score -84467.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -82694.875000 Penalty: 3330.830322
	Iteration 0F: 3 clusters Score -82694.88 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -83005.773438 Penalty: 3330.830322
	Iteration 1F: 3 clusters Score -83005.77 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -83129.460938 Penalty: 3330.830322
	Iteration 2F: 3 clusters Score -83129.46 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -83212.429688 Penalty: 3330.830322
	Iteration 3Q: 3 clusters Score -83212.43 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -83285.625000 Penalty: 3330.830322
	Iteration 4Q: 3 clusters Score -83285.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -83335.609375 Penalty: 3330.830322
	Iteration 5Q: 3 clusters Score -83335.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -83382.804688 Penalty: 3330.830322
	Iteration 6Q: 3 clusters Score -83382.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -83405.554688 Penalty: 3330.830322
	Iteration 7Q: 3 clusters Score -83405.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -83419.000000 Penalty: 3330.830322
	Iteration 8Q: 3 clusters Score -83419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -83425.960938 Penalty: 3330.830322
	Iteration 9Q: 3 clusters Score -83425.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -83432.562500 Penalty: 3330.830322
	Iteration 10Q: 3 clusters Score -83432.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -83438.320312 Penalty: 3330.830322
	Iteration 11Q: 3 clusters Score -83438.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -83440.476562 Penalty: 3330.830322
	Iteration 12Q: 3 clusters Score -83440.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -83443.523438 Penalty: 3330.830322
	Iteration 13Q: 3 clusters Score -83443.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -83444.585938 Penalty: 3330.830322
	Iteration 14Q: 3 clusters Score -83444.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -83445.328125 Penalty: 3330.830322
	Iteration 15Q: 3 clusters Score -83445.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -83445.328125 Penalty: 3330.830322
	Iteration 16F: 3 clusters Score -83445.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Entering Unmasked Estep 
Score: -331721.093750 Penalty: 1992.025269
	Iteration 0F: 2 clusters Score -331721.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -328422.468750 Penalty: 3984.050537
	Iteration 0F: 3 clusters Score -328422.5 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -329122.843750 Penalty: 3984.050537
	Iteration 1F: 3 clusters Score -329122.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -329356.125000 Penalty: 3984.050537
	Iteration 2F: 3 clusters Score -329356.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -329544.218750 Penalty: 3984.050537
	Iteration 3F: 3 clusters Score -329544.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -329703.312500 Penalty: 3984.050537
	Iteration 4F: 3 clusters Score -329703.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -329853.687500 Penalty: 3984.050537
	Iteration 5Q: 3 clusters Score -329853.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -329994.656250 Penalty: 3984.050537
	Iteration 6Q: 3 clusters Score -329994.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -330108.531250 Penalty: 3984.050537
	Iteration 7Q: 3 clusters Score -330108.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -330191.187500 Penalty: 3984.050537
	Iteration 8Q: 3 clusters Score -330191.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -330229.906250 Penalty: 3984.050537
	Iteration 9Q: 3 clusters Score -330229.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -330260.218750 Penalty: 3984.050537
	Iteration 10Q: 3 clusters Score -330260.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -330284.375000 Penalty: 3984.050537
	Iteration 11Q: 3 clusters Score -330284.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -330305.875000 Penalty: 3984.050537
	Iteration 12Q: 3 clusters Score -330305.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -330319.125000 Penalty: 3984.050537
	Iteration 13Q: 3 clusters Score -330319.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -330327.406250 Penalty: 3984.050537
	Iteration 14Q: 3 clusters Score -330327.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -330333.843750 Penalty: 3984.050537
	Iteration 15Q: 3 clusters Score -330333.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -330340.750000 Penalty: 3984.050537
	Iteration 16Q: 3 clusters Score -330340.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -330343.968750 Penalty: 3984.050537
	Iteration 17Q: 3 clusters Score -330344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -330351.437500 Penalty: 3984.050537
	Iteration 18Q: 3 clusters Score -330351.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -330355.593750 Penalty: 3984.050537
	Iteration 19Q: 3 clusters Score -330355.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -330360.968750 Penalty: 3984.050537
	Iteration 20F: 3 clusters Score -330361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -330362.125000 Penalty: 3984.050537
	Iteration 21Q: 3 clusters Score -330362.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -330362.562500 Penalty: 3984.050537
	Iteration 22Q: 3 clusters Score -330362.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -330364.062500 Penalty: 3984.050537
	Iteration 23Q: 3 clusters Score -330364.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -330364.000000 Penalty: 3984.050537
	Iteration 24Q: 3 clusters Score -330364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -330364.781250 Penalty: 3984.050537
	Iteration 25Q: 3 clusters Score -330364.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -330365.500000 Penalty: 3984.050537
	Iteration 26Q: 3 clusters Score -330365.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -330365.500000 Penalty: 3984.050537
	Iteration 27F: 3 clusters Score -330365.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (5795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Entering Unmasked Estep 
Score: -624135.812500 Penalty: 2148.858154
	Iteration 0F: 2 clusters Score -624135.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -619106.875000 Penalty: 4297.716309
	Iteration 0F: 3 clusters Score -619106.9 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -620346.312500 Penalty: 4297.716309
	Iteration 1F: 3 clusters Score -620346.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -620626.375000 Penalty: 4297.716309
	Iteration 2F: 3 clusters Score -620626.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -620858.375000 Penalty: 4297.716309
	Iteration 3F: 3 clusters Score -620858.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -621071.375000 Penalty: 4297.716309
	Iteration 4F: 3 clusters Score -621071.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -621287.750000 Penalty: 4297.716309
	Iteration 5F: 3 clusters Score -621287.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -621558.875000 Penalty: 4297.716309
	Iteration 6F: 3 clusters Score -621558.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -621885.312500 Penalty: 4297.716309
	Iteration 7F: 3 clusters Score -621885.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -622262.437500 Penalty: 4297.716309
	Iteration 8F: 3 clusters Score -622262.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -622644.687500 Penalty: 4297.716309
	Iteration 9F: 3 clusters Score -622644.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -622985.312500 Penalty: 4297.716309
	Iteration 10Q: 3 clusters Score -622985.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -623333.437500 Penalty: 4297.716309
	Iteration 11Q: 3 clusters Score -623333.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -623886.062500 Penalty: 4297.716309
	Iteration 12Q: 3 clusters Score -623886.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -624199.625000 Penalty: 4297.716309
	Iteration 13Q: 3 clusters Score -624199.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -624263.187500 Penalty: 4297.716309
	Iteration 14Q: 3 clusters Score -624263.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -624295.812500 Penalty: 4297.716309
	Iteration 15Q: 3 clusters Score -624295.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -624315.812500 Penalty: 4297.716309
	Iteration 16Q: 3 clusters Score -624315.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -624329.937500 Penalty: 4297.716309
	Iteration 17Q: 3 clusters Score -624329.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -624345.625000 Penalty: 4297.716309
	Iteration 18Q: 3 clusters Score -624345.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -624354.000000 Penalty: 4297.716309
	Iteration 19Q: 3 clusters Score -624354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -624361.062500 Penalty: 4297.716309
	Iteration 20F: 3 clusters Score -624361.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -624368.062500 Penalty: 4297.716309
	Iteration 21Q: 3 clusters Score -624368.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -624370.437500 Penalty: 4297.716309
	Iteration 22Q: 3 clusters Score -624370.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -624373.187500 Penalty: 4297.716309
	Iteration 23Q: 3 clusters Score -624373.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -624372.187500 Penalty: 4297.716309
	Iteration 24Q: 3 clusters Score -624372.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -624372.187500 Penalty: 4297.716309
	Iteration 25F: 3 clusters Score -624372.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 18672 members 
Mstep: Class 3 contains 2059 members 
Mstep: Class 4 contains 102694 members 
Mstep: Class 5 contains 34888 members 
Mstep: Class 6 contains 13832 members 
Mstep: Class 7 contains 7558 members 
Mstep: Class 8 contains 183968 members 
Mstep: Class 9 contains 15248 members 
Mstep: Class 10 contains 7541 members 
Mstep: Class 11 contains 17461 members 
Mstep: Class 12 contains 6993 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75242 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13636 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37644 members 
Mstep: Class 20 contains 2024 members 
Mstep: Class 21 contains 137034 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 13034 members 
Mstep: Class 24 contains 2921 members 
Mstep: Class 25 contains 8107 members 
Mstep: Class 26 contains 3984 members 
Mstep: Class 27 contains 4050 members 
Mstep: Class 28 contains 25368 members 
Mstep: Class 29 contains 5760 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20298 members 
Mstep: Class 32 contains 3254 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145736 members 
Mstep: Class 35 contains 25832 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 36766 members 
Mstep: Class 38 contains 27162 members 
Mstep: Class 39 contains 3250 members 
Mstep: Class 40 contains 1390 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3079 members 
Mstep: Class 43 contains 2192 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8719 members 
Mstep: Class 46 contains 16448 members 
Mstep: Class 47 contains 30482 members 
Mstep: Class 48 contains 11624 members 
Mstep: Class 49 contains 3535 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Mstep: Class 53 contains 3603 members 
Entering Unmasked Estep 
Score: -115171360.000000 Penalty: 182896.359375
Splitting cluster 43 changes total score from -115172680.000000 to -115171360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Entering Unmasked Estep 
Score: -68815.320312 Penalty: 1626.433105
	Iteration 0F: 2 clusters Score -68815.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -67100.804688 Penalty: 3252.866211
	Iteration 0F: 3 clusters Score -67100.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -67348.820312 Penalty: 3252.866211
	Iteration 1F: 3 clusters Score -67348.82 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -67425.445312 Penalty: 3252.866211
	Iteration 2F: 3 clusters Score -67425.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -67454.953125 Penalty: 3252.866211
	Iteration 3Q: 3 clusters Score -67454.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -67474.242188 Penalty: 3252.866211
	Iteration 4Q: 3 clusters Score -67474.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -67479.718750 Penalty: 3252.866211
	Iteration 5Q: 3 clusters Score -67479.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -67484.976562 Penalty: 3252.866211
	Iteration 6Q: 3 clusters Score -67484.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -67487.351562 Penalty: 3252.866211
	Iteration 7Q: 3 clusters Score -67487.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -67487.351562 Penalty: 3252.866211
	Iteration 8F: 3 clusters Score -67487.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (8719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Entering Unmasked Estep 
Score: -927391.000000 Penalty: 2250.168213
	Iteration 0F: 2 clusters Score -927391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -920539.187500 Penalty: 4500.336426
	Iteration 0F: 3 clusters Score -920539.2 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -922582.937500 Penalty: 4500.336426
	Iteration 1F: 3 clusters Score -922582.9 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -922924.875000 Penalty: 4500.336426
	Iteration 2F: 3 clusters Score -922924.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -923210.062500 Penalty: 4500.336426
	Iteration 3F: 3 clusters Score -923210.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -923523.125000 Penalty: 4500.336426
	Iteration 4F: 3 clusters Score -923523.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -923814.562500 Penalty: 4500.336426
	Iteration 5F: 3 clusters Score -923814.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -924133.625000 Penalty: 4500.336426
	Iteration 6Q: 3 clusters Score -924133.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -924407.000000 Penalty: 4500.336426
	Iteration 7Q: 3 clusters Score -924407 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -924687.750000 Penalty: 4500.336426
	Iteration 8Q: 3 clusters Score -924687.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -924916.125000 Penalty: 4500.336426
	Iteration 9Q: 3 clusters Score -924916.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -925085.562500 Penalty: 4500.336426
	Iteration 10Q: 3 clusters Score -925085.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -925212.375000 Penalty: 4500.336426
	Iteration 11Q: 3 clusters Score -925212.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -925317.375000 Penalty: 4500.336426
	Iteration 12Q: 3 clusters Score -925317.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -925394.375000 Penalty: 4500.336426
	Iteration 13Q: 3 clusters Score -925394.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -925464.500000 Penalty: 4500.336426
	Iteration 14Q: 3 clusters Score -925464.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -925527.750000 Penalty: 4500.336426
	Iteration 15Q: 3 clusters Score -925527.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -925588.250000 Penalty: 4500.336426
	Iteration 16Q: 3 clusters Score -925588.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -925633.000000 Penalty: 4500.336426
	Iteration 17Q: 3 clusters Score -925633 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -925667.687500 Penalty: 4500.336426
	Iteration 18Q: 3 clusters Score -925667.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -925699.187500 Penalty: 4500.336426
	Iteration 19Q: 3 clusters Score -925699.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -925720.187500 Penalty: 4500.336426
	Iteration 20F: 3 clusters Score -925720.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -925747.000000 Penalty: 4500.336426
	Iteration 21Q: 3 clusters Score -925747 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -925766.812500 Penalty: 4500.336426
	Iteration 22Q: 3 clusters Score -925766.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -925781.875000 Penalty: 4500.336426
	Iteration 23Q: 3 clusters Score -925781.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -925797.125000 Penalty: 4500.336426
	Iteration 24Q: 3 clusters Score -925797.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -925808.875000 Penalty: 4500.336426
	Iteration 25Q: 3 clusters Score -925808.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -925819.437500 Penalty: 4500.336426
	Iteration 26Q: 3 clusters Score -925819.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -925828.000000 Penalty: 4500.336426
	Iteration 27Q: 3 clusters Score -925828 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -925835.812500 Penalty: 4500.336426
	Iteration 28Q: 3 clusters Score -925835.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -925842.750000 Penalty: 4500.336426
	Iteration 29Q: 3 clusters Score -925842.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -925847.500000 Penalty: 4500.336426
	Iteration 30Q: 3 clusters Score -925847.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -925851.250000 Penalty: 4500.336426
	Iteration 31Q: 3 clusters Score -925851.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -925855.062500 Penalty: 4500.336426
	Iteration 32Q: 3 clusters Score -925855.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -925857.312500 Penalty: 4500.336426
	Iteration 33Q: 3 clusters Score -925857.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -925862.000000 Penalty: 4500.336426
	Iteration 34Q: 3 clusters Score -925862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -925864.187500 Penalty: 4500.336426
	Iteration 35Q: 3 clusters Score -925864.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -925864.625000 Penalty: 4500.336426
	Iteration 36Q: 3 clusters Score -925864.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -925866.562500 Penalty: 4500.336426
	Iteration 37Q: 3 clusters Score -925866.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -925869.437500 Penalty: 4500.336426
	Iteration 38Q: 3 clusters Score -925869.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -925870.812500 Penalty: 4500.336426
	Iteration 39Q: 3 clusters Score -925870.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -925871.500000 Penalty: 4500.336426
	Iteration 40F: 3 clusters Score -925871.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -925871.562500 Penalty: 4500.336426
	Iteration 41Q: 3 clusters Score -925871.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -925873.687500 Penalty: 4500.336426
	Iteration 42Q: 3 clusters Score -925873.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -925875.812500 Penalty: 4500.336426
	Iteration 43Q: 3 clusters Score -925875.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -925872.187500 Penalty: 4500.336426
	Iteration 44Q: 3 clusters Score -925872.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -925873.875000 Penalty: 4500.336426
	Iteration 45Q: 3 clusters Score -925873.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -925876.625000 Penalty: 4500.336426
	Iteration 46Q: 3 clusters Score -925876.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -925876.250000 Penalty: 4500.336426
	Iteration 47Q: 3 clusters Score -925876.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -925875.500000 Penalty: 4500.336426
	Iteration 48Q: 3 clusters Score -925875.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -925877.187500 Penalty: 4500.336426
	Iteration 49Q: 3 clusters Score -925877.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -925877.750000 Penalty: 4500.336426
	Iteration 50Q: 3 clusters Score -925877.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -925878.375000 Penalty: 4500.336426
	Iteration 51Q: 3 clusters Score -925878.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -925878.312500 Penalty: 4500.336426
	Iteration 52Q: 3 clusters Score -925878.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -925878.312500 Penalty: 4500.336426
	Iteration 53F: 3 clusters Score -925878.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (16448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Entering Unmasked Estep 
Score: -1773513.625000 Penalty: 2407.573975
	Iteration 0F: 2 clusters Score -1773514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1761758.000000 Penalty: 4815.147949
	Iteration 0F: 3 clusters Score -1761758 nChanged 7088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1765619.000000 Penalty: 4815.147949
	Iteration 1F: 3 clusters Score -1765619 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1766062.250000 Penalty: 4815.147949
	Iteration 2F: 3 clusters Score -1766062 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1766382.875000 Penalty: 4815.147949
	Iteration 3Q: 3 clusters Score -1766383 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1766629.000000 Penalty: 4815.147949
	Iteration 4Q: 3 clusters Score -1766629 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1766831.000000 Penalty: 4815.147949
	Iteration 5Q: 3 clusters Score -1766831 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1767056.125000 Penalty: 4815.147949
	Iteration 6Q: 3 clusters Score -1767056 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1767329.125000 Penalty: 4815.147949
	Iteration 7Q: 3 clusters Score -1767329 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1767636.500000 Penalty: 4815.147949
	Iteration 8Q: 3 clusters Score -1767636 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1768052.500000 Penalty: 4815.147949
	Iteration 9Q: 3 clusters Score -1768052 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1768605.625000 Penalty: 4815.147949
	Iteration 10F: 3 clusters Score -1768606 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1769273.125000 Penalty: 4815.147949
	Iteration 11F: 3 clusters Score -1769273 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -1769953.375000 Penalty: 4815.147949
	Iteration 12F: 3 clusters Score -1769953 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -1770590.000000 Penalty: 4815.147949
	Iteration 13Q: 3 clusters Score -1770590 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -1771090.375000 Penalty: 4815.147949
	Iteration 14Q: 3 clusters Score -1771090 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -1771464.625000 Penalty: 4815.147949
	Iteration 15Q: 3 clusters Score -1771465 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -1771799.375000 Penalty: 4815.147949
	Iteration 16Q: 3 clusters Score -1771799 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -1772163.125000 Penalty: 4815.147949
	Iteration 17Q: 3 clusters Score -1772163 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -1772508.000000 Penalty: 4815.147949
	Iteration 18Q: 3 clusters Score -1772508 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -1772744.625000 Penalty: 4815.147949
	Iteration 19Q: 3 clusters Score -1772745 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -1772944.750000 Penalty: 4815.147949
	Iteration 20F: 3 clusters Score -1772945 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -1773029.750000 Penalty: 4815.147949
	Iteration 21Q: 3 clusters Score -1773030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -1773047.375000 Penalty: 4815.147949
	Iteration 22Q: 3 clusters Score -1773047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -1773052.125000 Penalty: 4815.147949
	Iteration 23Q: 3 clusters Score -1773052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -1773054.250000 Penalty: 4815.147949
	Iteration 24Q: 3 clusters Score -1773054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -1773053.750000 Penalty: 4815.147949
	Iteration 25Q: 3 clusters Score -1773054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -1773053.750000 Penalty: 4815.147949
	Iteration 26F: 3 clusters Score -1773054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (30482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Entering Unmasked Estep 
Score: -3290592.250000 Penalty: 2560.573242
	Iteration 0F: 2 clusters Score -3290592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -3269757.500000 Penalty: 5121.146484
	Iteration 0F: 3 clusters Score -3269758 nChanged 13659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -3277549.750000 Penalty: 5121.146484
	Iteration 1F: 3 clusters Score -3277550 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -3278465.500000 Penalty: 5121.146484
	Iteration 2F: 3 clusters Score -3278466 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -3279530.750000 Penalty: 5121.146484
	Iteration 3F: 3 clusters Score -3279531 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -3280757.500000 Penalty: 5121.146484
	Iteration 4F: 3 clusters Score -3280758 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -3282094.000000 Penalty: 5121.146484
	Iteration 5F: 3 clusters Score -3282094 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -3283611.750000 Penalty: 5121.146484
	Iteration 6F: 3 clusters Score -3283612 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -3285169.500000 Penalty: 5121.146484
	Iteration 7F: 3 clusters Score -3285170 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -3286565.500000 Penalty: 5121.146484
	Iteration 8F: 3 clusters Score -3286566 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -3287490.000000 Penalty: 5121.146484
	Iteration 9Q: 3 clusters Score -3287490 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -3288126.750000 Penalty: 5121.146484
	Iteration 10Q: 3 clusters Score -3288127 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -3288537.750000 Penalty: 5121.146484
	Iteration 11Q: 3 clusters Score -3288538 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -3288830.500000 Penalty: 5121.146484
	Iteration 12Q: 3 clusters Score -3288830 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -3289040.500000 Penalty: 5121.146484
	Iteration 13Q: 3 clusters Score -3289040 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -3289168.750000 Penalty: 5121.146484
	Iteration 14Q: 3 clusters Score -3289169 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -3289278.250000 Penalty: 5121.146484
	Iteration 15Q: 3 clusters Score -3289278 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -3289373.000000 Penalty: 5121.146484
	Iteration 16Q: 3 clusters Score -3289373 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -3289463.500000 Penalty: 5121.146484
	Iteration 17Q: 3 clusters Score -3289464 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -3289536.250000 Penalty: 5121.146484
	Iteration 18Q: 3 clusters Score -3289536 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -3289622.000000 Penalty: 5121.146484
	Iteration 19Q: 3 clusters Score -3289622 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -3289679.500000 Penalty: 5121.146484
	Iteration 20F: 3 clusters Score -3289680 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -3289701.000000 Penalty: 5121.146484
	Iteration 21Q: 3 clusters Score -3289701 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -3289727.250000 Penalty: 5121.146484
	Iteration 22Q: 3 clusters Score -3289727 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -3289749.500000 Penalty: 5121.146484
	Iteration 23Q: 3 clusters Score -3289750 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -3289768.000000 Penalty: 5121.146484
	Iteration 24Q: 3 clusters Score -3289768 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -3289802.750000 Penalty: 5121.146484
	Iteration 25Q: 3 clusters Score -3289803 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -3289823.500000 Penalty: 5121.146484
	Iteration 26Q: 3 clusters Score -3289824 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -3289847.000000 Penalty: 5121.146484
	Iteration 27Q: 3 clusters Score -3289847 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -3289866.750000 Penalty: 5121.146484
	Iteration 28Q: 3 clusters Score -3289867 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -3289872.250000 Penalty: 5121.146484
	Iteration 29Q: 3 clusters Score -3289872 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -3289875.000000 Penalty: 5121.146484
	Iteration 30Q: 3 clusters Score -3289875 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -3289880.500000 Penalty: 5121.146484
	Iteration 31Q: 3 clusters Score -3289880 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -3289875.750000 Penalty: 5121.146484
	Iteration 32Q: 3 clusters Score -3289876 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -3289884.500000 Penalty: 5121.146484
	Iteration 33Q: 3 clusters Score -3289884 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -3289885.750000 Penalty: 5121.146484
	Iteration 34Q: 3 clusters Score -3289886 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -3289899.250000 Penalty: 5121.146484
	Iteration 35Q: 3 clusters Score -3289899 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -3289916.000000 Penalty: 5121.146484
	Iteration 36Q: 3 clusters Score -3289916 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -3289907.000000 Penalty: 5121.146484
	Iteration 37Q: 3 clusters Score -3289907 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -3289913.250000 Penalty: 5121.146484
	Iteration 38Q: 3 clusters Score -3289913 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -3289909.500000 Penalty: 5121.146484
	Iteration 39Q: 3 clusters Score -3289910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -3289908.000000 Penalty: 5121.146484
	Iteration 40F: 3 clusters Score -3289908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -3289908.750000 Penalty: 5121.146484
	Iteration 41Q: 3 clusters Score -3289909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -3289911.500000 Penalty: 5121.146484
	Iteration 42Q: 3 clusters Score -3289912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -3289915.250000 Penalty: 5121.146484
	Iteration 43Q: 3 clusters Score -3289915 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -3289914.000000 Penalty: 5121.146484
	Iteration 44Q: 3 clusters Score -3289914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -3289907.000000 Penalty: 5121.146484
	Iteration 45Q: 3 clusters Score -3289907 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -3289917.000000 Penalty: 5121.146484
	Iteration 46Q: 3 clusters Score -3289917 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -3289917.250000 Penalty: 5121.146484
	Iteration 47Q: 3 clusters Score -3289917 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -3289915.500000 Penalty: 5121.146484
	Iteration 48Q: 3 clusters Score -3289916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -3289907.500000 Penalty: 5121.146484
	Iteration 49Q: 3 clusters Score -3289908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -3289907.250000 Penalty: 5121.146484
	Iteration 50Q: 3 clusters Score -3289907 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -3289908.500000 Penalty: 5121.146484
	Iteration 51Q: 3 clusters Score -3289908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -3289911.750000 Penalty: 5121.146484
	Iteration 52Q: 3 clusters Score -3289912 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -3289907.500000 Penalty: 5121.146484
	Iteration 53Q: 3 clusters Score -3289908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -3289915.000000 Penalty: 5121.146484
	Iteration 54Q: 3 clusters Score -3289915 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -3289921.750000 Penalty: 5121.146484
	Iteration 55Q: 3 clusters Score -3289922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -3289917.000000 Penalty: 5121.146484
	Iteration 56Q: 3 clusters Score -3289917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -3289913.000000 Penalty: 5121.146484
	Iteration 57Q: 3 clusters Score -3289913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -3289918.750000 Penalty: 5121.146484
	Iteration 58Q: 3 clusters Score -3289919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -3289927.250000 Penalty: 5121.146484
	Iteration 59Q: 3 clusters Score -3289927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -3289930.750000 Penalty: 5121.146484
	Iteration 60F: 3 clusters Score -3289931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -3289923.750000 Penalty: 5121.146484
	Iteration 61Q: 3 clusters Score -3289924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -3289918.000000 Penalty: 5121.146484
	Iteration 62Q: 3 clusters Score -3289918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -3289921.750000 Penalty: 5121.146484
	Iteration 63Q: 3 clusters Score -3289922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -3289917.250000 Penalty: 5121.146484
	Iteration 64Q: 3 clusters Score -3289917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -3289918.000000 Penalty: 5121.146484
	Iteration 65Q: 3 clusters Score -3289918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -3289918.500000 Penalty: 5121.146484
	Iteration 66Q: 3 clusters Score -3289918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -3289922.500000 Penalty: 5121.146484
	Iteration 67Q: 3 clusters Score -3289922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -3289922.750000 Penalty: 5121.146484
	Iteration 68Q: 3 clusters Score -3289923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -3289926.000000 Penalty: 5121.146484
	Iteration 69Q: 3 clusters Score -3289926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -3289924.250000 Penalty: 5121.146484
	Iteration 70Q: 3 clusters Score -3289924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -3289920.500000 Penalty: 5121.146484
	Iteration 71Q: 3 clusters Score -3289920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -3289924.250000 Penalty: 5121.146484
	Iteration 72Q: 3 clusters Score -3289924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -3289921.250000 Penalty: 5121.146484
	Iteration 73Q: 3 clusters Score -3289921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -3289924.000000 Penalty: 5121.146484
	Iteration 74Q: 3 clusters Score -3289924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -3289918.750000 Penalty: 5121.146484
	Iteration 75Q: 3 clusters Score -3289919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -3289919.500000 Penalty: 5121.146484
	Iteration 76Q: 3 clusters Score -3289920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -3289917.750000 Penalty: 5121.146484
	Iteration 77Q: 3 clusters Score -3289918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -3289923.500000 Penalty: 5121.146484
	Iteration 78Q: 3 clusters Score -3289924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -3289917.500000 Penalty: 5121.146484
	Iteration 79Q: 3 clusters Score -3289918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -3289914.500000 Penalty: 5121.146484
	Iteration 80F: 3 clusters Score -3289914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -3289917.000000 Penalty: 5121.146484
	Iteration 81Q: 3 clusters Score -3289917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -3289916.500000 Penalty: 5121.146484
	Iteration 82Q: 3 clusters Score -3289916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -3289914.750000 Penalty: 5121.146484
	Iteration 83Q: 3 clusters Score -3289915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -3289914.750000 Penalty: 5121.146484
	Iteration 84F: 3 clusters Score -3289915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (11624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Entering Unmasked Estep 
Score: -1072865.125000 Penalty: 2321.485107
	Iteration 0F: 2 clusters Score -1072865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1064126.500000 Penalty: 4642.970215
	Iteration 0F: 3 clusters Score -1064126 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1066942.750000 Penalty: 4642.970215
	Iteration 1F: 3 clusters Score -1066943 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1067384.875000 Penalty: 4642.970215
	Iteration 2F: 3 clusters Score -1067385 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1067736.500000 Penalty: 4642.970215
	Iteration 3F: 3 clusters Score -1067736 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1068049.875000 Penalty: 4642.970215
	Iteration 4Q: 3 clusters Score -1068050 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1068379.250000 Penalty: 4642.970215
	Iteration 5Q: 3 clusters Score -1068379 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1068694.500000 Penalty: 4642.970215
	Iteration 6Q: 3 clusters Score -1068694 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1068998.750000 Penalty: 4642.970215
	Iteration 7Q: 3 clusters Score -1068999 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1069280.625000 Penalty: 4642.970215
	Iteration 8Q: 3 clusters Score -1069281 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1069565.250000 Penalty: 4642.970215
	Iteration 9Q: 3 clusters Score -1069565 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1069856.625000 Penalty: 4642.970215
	Iteration 10Q: 3 clusters Score -1069857 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1070131.000000 Penalty: 4642.970215
	Iteration 11Q: 3 clusters Score -1070131 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1070372.500000 Penalty: 4642.970215
	Iteration 12Q: 3 clusters Score -1070372 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1070563.875000 Penalty: 4642.970215
	Iteration 13Q: 3 clusters Score -1070564 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1070697.000000 Penalty: 4642.970215
	Iteration 14Q: 3 clusters Score -1070697 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1070793.000000 Penalty: 4642.970215
	Iteration 15Q: 3 clusters Score -1070793 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1070877.000000 Penalty: 4642.970215
	Iteration 16Q: 3 clusters Score -1070877 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1070936.500000 Penalty: 4642.970215
	Iteration 17Q: 3 clusters Score -1070936 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1070988.750000 Penalty: 4642.970215
	Iteration 18Q: 3 clusters Score -1070989 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1071029.125000 Penalty: 4642.970215
	Iteration 19Q: 3 clusters Score -1071029 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1071059.500000 Penalty: 4642.970215
	Iteration 20F: 3 clusters Score -1071060 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1071087.625000 Penalty: 4642.970215
	Iteration 21Q: 3 clusters Score -1071088 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1071113.750000 Penalty: 4642.970215
	Iteration 22Q: 3 clusters Score -1071114 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1071137.875000 Penalty: 4642.970215
	Iteration 23Q: 3 clusters Score -1071138 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1071158.500000 Penalty: 4642.970215
	Iteration 24Q: 3 clusters Score -1071158 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1071172.750000 Penalty: 4642.970215
	Iteration 25Q: 3 clusters Score -1071173 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1071185.875000 Penalty: 4642.970215
	Iteration 26Q: 3 clusters Score -1071186 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1071204.125000 Penalty: 4642.970215
	Iteration 27Q: 3 clusters Score -1071204 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1071215.250000 Penalty: 4642.970215
	Iteration 28Q: 3 clusters Score -1071215 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1071230.250000 Penalty: 4642.970215
	Iteration 29Q: 3 clusters Score -1071230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1071242.250000 Penalty: 4642.970215
	Iteration 30Q: 3 clusters Score -1071242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1071248.000000 Penalty: 4642.970215
	Iteration 31Q: 3 clusters Score -1071248 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1071258.875000 Penalty: 4642.970215
	Iteration 32Q: 3 clusters Score -1071259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1071267.250000 Penalty: 4642.970215
	Iteration 33Q: 3 clusters Score -1071267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1071270.375000 Penalty: 4642.970215
	Iteration 34Q: 3 clusters Score -1071270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1071277.125000 Penalty: 4642.970215
	Iteration 35Q: 3 clusters Score -1071277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1071281.000000 Penalty: 4642.970215
	Iteration 36Q: 3 clusters Score -1071281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1071282.250000 Penalty: 4642.970215
	Iteration 37Q: 3 clusters Score -1071282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1071283.125000 Penalty: 4642.970215
	Iteration 38Q: 3 clusters Score -1071283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1071284.625000 Penalty: 4642.970215
	Iteration 39Q: 3 clusters Score -1071285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1071291.250000 Penalty: 4642.970215
	Iteration 40F: 3 clusters Score -1071291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1071293.000000 Penalty: 4642.970215
	Iteration 41Q: 3 clusters Score -1071293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1071299.500000 Penalty: 4642.970215
	Iteration 42Q: 3 clusters Score -1071300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1071301.500000 Penalty: 4642.970215
	Iteration 43Q: 3 clusters Score -1071302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1071303.750000 Penalty: 4642.970215
	Iteration 44Q: 3 clusters Score -1071304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1071306.125000 Penalty: 4642.970215
	Iteration 45Q: 3 clusters Score -1071306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1071311.000000 Penalty: 4642.970215
	Iteration 46Q: 3 clusters Score -1071311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1071313.375000 Penalty: 4642.970215
	Iteration 47Q: 3 clusters Score -1071313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1071316.750000 Penalty: 4642.970215
	Iteration 48Q: 3 clusters Score -1071317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1071321.875000 Penalty: 4642.970215
	Iteration 49Q: 3 clusters Score -1071322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1071330.250000 Penalty: 4642.970215
	Iteration 50Q: 3 clusters Score -1071330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1071334.375000 Penalty: 4642.970215
	Iteration 51Q: 3 clusters Score -1071334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1071335.375000 Penalty: 4642.970215
	Iteration 52Q: 3 clusters Score -1071335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1071340.375000 Penalty: 4642.970215
	Iteration 53Q: 3 clusters Score -1071340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1071343.750000 Penalty: 4642.970215
	Iteration 54Q: 3 clusters Score -1071344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1071345.125000 Penalty: 4642.970215
	Iteration 55Q: 3 clusters Score -1071345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1071347.875000 Penalty: 4642.970215
	Iteration 56Q: 3 clusters Score -1071348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1071347.750000 Penalty: 4642.970215
	Iteration 57Q: 3 clusters Score -1071348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1071351.625000 Penalty: 4642.970215
	Iteration 58Q: 3 clusters Score -1071352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1071355.125000 Penalty: 4642.970215
	Iteration 59Q: 3 clusters Score -1071355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1071358.125000 Penalty: 4642.970215
	Iteration 60F: 3 clusters Score -1071358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1071358.875000 Penalty: 4642.970215
	Iteration 61Q: 3 clusters Score -1071359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1071361.875000 Penalty: 4642.970215
	Iteration 62Q: 3 clusters Score -1071362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1071361.875000 Penalty: 4642.970215
	Iteration 63F: 3 clusters Score -1071362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (3535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Entering Unmasked Estep 
Score: -305305.531250 Penalty: 2026.276123
	Iteration 0F: 2 clusters Score -305305.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -301748.156250 Penalty: 4052.552246
	Iteration 0F: 3 clusters Score -301748.2 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -302878.031250 Penalty: 4052.552246
	Iteration 1F: 3 clusters Score -302878 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -303392.125000 Penalty: 4052.552246
	Iteration 2F: 3 clusters Score -303392.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -303756.281250 Penalty: 4052.552246
	Iteration 3F: 3 clusters Score -303756.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -304075.687500 Penalty: 4052.552246
	Iteration 4F: 3 clusters Score -304075.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -304331.593750 Penalty: 4052.552246
	Iteration 5F: 3 clusters Score -304331.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -304504.718750 Penalty: 4052.552246
	Iteration 6Q: 3 clusters Score -304504.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -304631.500000 Penalty: 4052.552246
	Iteration 7Q: 3 clusters Score -304631.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -304742.000000 Penalty: 4052.552246
	Iteration 8Q: 3 clusters Score -304742 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -304795.968750 Penalty: 4052.552246
	Iteration 9Q: 3 clusters Score -304796 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -304831.187500 Penalty: 4052.552246
	Iteration 10Q: 3 clusters Score -304831.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -304867.687500 Penalty: 4052.552246
	Iteration 11Q: 3 clusters Score -304867.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -304885.218750 Penalty: 4052.552246
	Iteration 12Q: 3 clusters Score -304885.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -304899.718750 Penalty: 4052.552246
	Iteration 13Q: 3 clusters Score -304899.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -304908.406250 Penalty: 4052.552246
	Iteration 14Q: 3 clusters Score -304908.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -304916.500000 Penalty: 4052.552246
	Iteration 15Q: 3 clusters Score -304916.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -304922.718750 Penalty: 4052.552246
	Iteration 16Q: 3 clusters Score -304922.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -304925.468750 Penalty: 4052.552246
	Iteration 17Q: 3 clusters Score -304925.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -304928.812500 Penalty: 4052.552246
	Iteration 18Q: 3 clusters Score -304928.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -304930.906250 Penalty: 4052.552246
	Iteration 19Q: 3 clusters Score -304930.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -304935.562500 Penalty: 4052.552246
	Iteration 20F: 3 clusters Score -304935.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -304938.906250 Penalty: 4052.552246
	Iteration 21Q: 3 clusters Score -304938.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -304942.250000 Penalty: 4052.552246
	Iteration 22Q: 3 clusters Score -304942.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -304946.093750 Penalty: 4052.552246
	Iteration 23Q: 3 clusters Score -304946.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -304949.500000 Penalty: 4052.552246
	Iteration 24Q: 3 clusters Score -304949.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -304953.218750 Penalty: 4052.552246
	Iteration 25Q: 3 clusters Score -304953.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -304958.031250 Penalty: 4052.552246
	Iteration 26Q: 3 clusters Score -304958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -304963.218750 Penalty: 4052.552246
	Iteration 27Q: 3 clusters Score -304963.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -304967.750000 Penalty: 4052.552246
	Iteration 28Q: 3 clusters Score -304967.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -304968.125000 Penalty: 4052.552246
	Iteration 29Q: 3 clusters Score -304968.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -304968.937500 Penalty: 4052.552246
	Iteration 30Q: 3 clusters Score -304968.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -304968.937500 Penalty: 4052.552246
	Iteration 31F: 3 clusters Score -304968.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Entering Unmasked Estep 
Score: -219874.453125 Penalty: 1892.474731
	Iteration 0F: 2 clusters Score -219874.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -217189.765625 Penalty: 3784.949463
	Iteration 0F: 3 clusters Score -217189.8 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -217720.171875 Penalty: 3784.949463
	Iteration 1F: 3 clusters Score -217720.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -217855.140625 Penalty: 3784.949463
	Iteration 2F: 3 clusters Score -217855.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -217930.765625 Penalty: 3784.949463
	Iteration 3Q: 3 clusters Score -217930.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -217971.140625 Penalty: 3784.949463
	Iteration 4Q: 3 clusters Score -217971.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -218001.062500 Penalty: 3784.949463
	Iteration 5Q: 3 clusters Score -218001.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -218021.093750 Penalty: 3784.949463
	Iteration 6Q: 3 clusters Score -218021.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -218027.671875 Penalty: 3784.949463
	Iteration 7Q: 3 clusters Score -218027.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -218031.859375 Penalty: 3784.949463
	Iteration 8Q: 3 clusters Score -218031.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -218037.078125 Penalty: 3784.949463
	Iteration 9Q: 3 clusters Score -218037.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -218039.156250 Penalty: 3784.949463
	Iteration 10Q: 3 clusters Score -218039.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -218039.140625 Penalty: 3784.949463
	Iteration 11Q: 3 clusters Score -218039.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -218039.656250 Penalty: 3784.949463
	Iteration 12Q: 3 clusters Score -218039.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -218040.328125 Penalty: 3784.949463
	Iteration 13Q: 3 clusters Score -218040.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -218041.203125 Penalty: 3784.949463
	Iteration 14Q: 3 clusters Score -218041.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -218042.093750 Penalty: 3784.949463
	Iteration 15Q: 3 clusters Score -218042.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -218043.171875 Penalty: 3784.949463
	Iteration 16Q: 3 clusters Score -218043.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -218045.343750 Penalty: 3784.949463
	Iteration 17Q: 3 clusters Score -218045.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -218049.265625 Penalty: 3784.949463
	Iteration 18Q: 3 clusters Score -218049.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -218052.593750 Penalty: 3784.949463
	Iteration 19Q: 3 clusters Score -218052.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -218054.515625 Penalty: 3784.949463
	Iteration 20F: 3 clusters Score -218054.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -218054.796875 Penalty: 3784.949463
	Iteration 21Q: 3 clusters Score -218054.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -218055.546875 Penalty: 3784.949463
	Iteration 22Q: 3 clusters Score -218055.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -218055.546875 Penalty: 3784.949463
	Iteration 23F: 3 clusters Score -218055.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Entering Unmasked Estep 
Score: -172898.000000 Penalty: 1835.959106
	Iteration 0F: 2 clusters Score -172898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -170532.687500 Penalty: 3671.918213
	Iteration 0F: 3 clusters Score -170532.7 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -170945.859375 Penalty: 3671.918213
	Iteration 1F: 3 clusters Score -170945.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -171050.750000 Penalty: 3671.918213
	Iteration 2F: 3 clusters Score -171050.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -171097.250000 Penalty: 3671.918213
	Iteration 3Q: 3 clusters Score -171097.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -171121.484375 Penalty: 3671.918213
	Iteration 4Q: 3 clusters Score -171121.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -171138.093750 Penalty: 3671.918213
	Iteration 5Q: 3 clusters Score -171138.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -171157.062500 Penalty: 3671.918213
	Iteration 6Q: 3 clusters Score -171157.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -171171.750000 Penalty: 3671.918213
	Iteration 7Q: 3 clusters Score -171171.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -171183.062500 Penalty: 3671.918213
	Iteration 8Q: 3 clusters Score -171183.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -171199.453125 Penalty: 3671.918213
	Iteration 9Q: 3 clusters Score -171199.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -171209.937500 Penalty: 3671.918213
	Iteration 10Q: 3 clusters Score -171209.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -171223.218750 Penalty: 3671.918213
	Iteration 11Q: 3 clusters Score -171223.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -171238.703125 Penalty: 3671.918213
	Iteration 12Q: 3 clusters Score -171238.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -171267.484375 Penalty: 3671.918213
	Iteration 13Q: 3 clusters Score -171267.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -171301.671875 Penalty: 3671.918213
	Iteration 14Q: 3 clusters Score -171301.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -171327.578125 Penalty: 3671.918213
	Iteration 15Q: 3 clusters Score -171327.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -171378.515625 Penalty: 3671.918213
	Iteration 16Q: 3 clusters Score -171378.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -171441.140625 Penalty: 3671.918213
	Iteration 17Q: 3 clusters Score -171441.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -171505.312500 Penalty: 3671.918213
	Iteration 18Q: 3 clusters Score -171505.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -171553.359375 Penalty: 3671.918213
	Iteration 19Q: 3 clusters Score -171553.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -171606.546875 Penalty: 3671.918213
	Iteration 20F: 3 clusters Score -171606.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -171653.078125 Penalty: 3671.918213
	Iteration 21Q: 3 clusters Score -171653.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -171697.531250 Penalty: 3671.918213
	Iteration 22Q: 3 clusters Score -171697.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -171743.937500 Penalty: 3671.918213
	Iteration 23Q: 3 clusters Score -171743.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -171787.500000 Penalty: 3671.918213
	Iteration 24Q: 3 clusters Score -171787.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -171817.828125 Penalty: 3671.918213
	Iteration 25Q: 3 clusters Score -171817.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -171840.828125 Penalty: 3671.918213
	Iteration 26Q: 3 clusters Score -171840.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -171862.750000 Penalty: 3671.918213
	Iteration 27Q: 3 clusters Score -171862.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -171877.828125 Penalty: 3671.918213
	Iteration 28Q: 3 clusters Score -171877.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -171887.984375 Penalty: 3671.918213
	Iteration 29Q: 3 clusters Score -171888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -171897.921875 Penalty: 3671.918213
	Iteration 30Q: 3 clusters Score -171897.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -171906.000000 Penalty: 3671.918213
	Iteration 31Q: 3 clusters Score -171906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -171916.593750 Penalty: 3671.918213
	Iteration 32Q: 3 clusters Score -171916.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -171923.125000 Penalty: 3671.918213
	Iteration 33Q: 3 clusters Score -171923.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -171928.234375 Penalty: 3671.918213
	Iteration 34Q: 3 clusters Score -171928.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -171934.515625 Penalty: 3671.918213
	Iteration 35Q: 3 clusters Score -171934.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -171935.296875 Penalty: 3671.918213
	Iteration 36Q: 3 clusters Score -171935.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -171935.296875 Penalty: 3671.918213
	Iteration 37F: 3 clusters Score -171935.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (1094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Entering Unmasked Estep 
Score: -110945.117188 Penalty: 1735.403809
	Iteration 0F: 2 clusters Score -110945.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -108995.812500 Penalty: 3470.807617
	Iteration 0F: 3 clusters Score -108995.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -109290.312500 Penalty: 3470.807617
	Iteration 1F: 3 clusters Score -109290.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -109395.875000 Penalty: 3470.807617
	Iteration 2F: 3 clusters Score -109395.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -109470.789062 Penalty: 3470.807617
	Iteration 3Q: 3 clusters Score -109470.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -109589.273438 Penalty: 3470.807617
	Iteration 4Q: 3 clusters Score -109589.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -109722.000000 Penalty: 3470.807617
	Iteration 5Q: 3 clusters Score -109722 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -109876.171875 Penalty: 3470.807617
	Iteration 6Q: 3 clusters Score -109876.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -109927.484375 Penalty: 3470.807617
	Iteration 7Q: 3 clusters Score -109927.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -109957.742188 Penalty: 3470.807617
	Iteration 8Q: 3 clusters Score -109957.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -109990.656250 Penalty: 3470.807617
	Iteration 9Q: 3 clusters Score -109990.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -110013.734375 Penalty: 3470.807617
	Iteration 10Q: 3 clusters Score -110013.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -110040.828125 Penalty: 3470.807617
	Iteration 11Q: 3 clusters Score -110040.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -110068.312500 Penalty: 3470.807617
	Iteration 12Q: 3 clusters Score -110068.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -110091.031250 Penalty: 3470.807617
	Iteration 13Q: 3 clusters Score -110091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -110112.414062 Penalty: 3470.807617
	Iteration 14Q: 3 clusters Score -110112.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -110142.218750 Penalty: 3470.807617
	Iteration 15Q: 3 clusters Score -110142.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -110158.273438 Penalty: 3470.807617
	Iteration 16Q: 3 clusters Score -110158.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -110172.187500 Penalty: 3470.807617
	Iteration 17Q: 3 clusters Score -110172.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -110181.195312 Penalty: 3470.807617
	Iteration 18Q: 3 clusters Score -110181.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -110197.664062 Penalty: 3470.807617
	Iteration 19Q: 3 clusters Score -110197.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -110234.281250 Penalty: 3470.807617
	Iteration 20F: 3 clusters Score -110234.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -110289.132812 Penalty: 3470.807617
	Iteration 21Q: 3 clusters Score -110289.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -110370.039062 Penalty: 3470.807617
	Iteration 22Q: 3 clusters Score -110370 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -110460.007812 Penalty: 3470.807617
	Iteration 23Q: 3 clusters Score -110460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -110538.640625 Penalty: 3470.807617
	Iteration 24Q: 3 clusters Score -110538.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -110596.695312 Penalty: 3470.807617
	Iteration 25Q: 3 clusters Score -110596.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -110664.117188 Penalty: 3470.807617
	Iteration 26Q: 3 clusters Score -110664.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -110680.828125 Penalty: 3470.807617
	Iteration 27Q: 3 clusters Score -110680.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -110688.867188 Penalty: 3470.807617
	Iteration 28Q: 3 clusters Score -110688.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -110701.585938 Penalty: 3470.807617
	Iteration 29Q: 3 clusters Score -110701.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -110711.476562 Penalty: 3470.807617
	Iteration 30Q: 3 clusters Score -110711.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -110721.781250 Penalty: 3470.807617
	Iteration 31Q: 3 clusters Score -110721.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -110728.609375 Penalty: 3470.807617
	Iteration 32Q: 3 clusters Score -110728.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -110732.679688 Penalty: 3470.807617
	Iteration 33Q: 3 clusters Score -110732.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -110732.679688 Penalty: 3470.807617
	Iteration 34F: 3 clusters Score -110732.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 18672 members 
Mstep: Class 3 contains 2059 members 
Mstep: Class 4 contains 102694 members 
Mstep: Class 5 contains 34888 members 
Mstep: Class 6 contains 13832 members 
Mstep: Class 7 contains 7558 members 
Mstep: Class 8 contains 183968 members 
Mstep: Class 9 contains 15248 members 
Mstep: Class 10 contains 7541 members 
Mstep: Class 11 contains 17461 members 
Mstep: Class 12 contains 6993 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75242 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13636 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37644 members 
Mstep: Class 20 contains 2024 members 
Mstep: Class 21 contains 137034 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 13034 members 
Mstep: Class 24 contains 2921 members 
Mstep: Class 25 contains 8107 members 
Mstep: Class 26 contains 3984 members 
Mstep: Class 27 contains 4050 members 
Mstep: Class 28 contains 25368 members 
Mstep: Class 29 contains 5760 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20298 members 
Mstep: Class 32 contains 3254 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145736 members 
Mstep: Class 35 contains 25832 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 36766 members 
Mstep: Class 38 contains 27162 members 
Mstep: Class 39 contains 3250 members 
Mstep: Class 40 contains 1390 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3079 members 
Mstep: Class 43 contains 5795 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8719 members 
Mstep: Class 46 contains 16448 members 
Mstep: Class 47 contains 30482 members 
Mstep: Class 48 contains 11624 members 
Mstep: Class 49 contains 3535 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115172528.000000 Penalty: 179445.484375
Iteration 159Q: 53 clusters Score -1.151725e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 18673 members 
Mstep: Class 3 contains 2059 members 
Mstep: Class 4 contains 102670 members 
Mstep: Class 5 contains 34944 members 
Mstep: Class 6 contains 13834 members 
Mstep: Class 7 contains 7558 members 
Mstep: Class 8 contains 183964 members 
Mstep: Class 9 contains 15255 members 
Mstep: Class 10 contains 7539 members 
Mstep: Class 11 contains 17469 members 
Mstep: Class 12 contains 6993 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75239 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13634 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37642 members 
Mstep: Class 20 contains 2024 members 
Mstep: Class 21 contains 137063 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 13037 members 
Mstep: Class 24 contains 2921 members 
Mstep: Class 25 contains 8111 members 
Mstep: Class 26 contains 3984 members 
Mstep: Class 27 contains 4045 members 
Mstep: Class 28 contains 25367 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20299 members 
Mstep: Class 32 contains 3254 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145728 members 
Mstep: Class 35 contains 25848 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 36699 members 
Mstep: Class 38 contains 27162 members 
Mstep: Class 39 contains 3249 members 
Mstep: Class 40 contains 1390 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3079 members 
Mstep: Class 43 contains 5794 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8719 members 
Mstep: Class 46 contains 16443 members 
Mstep: Class 47 contains 30473 members 
Mstep: Class 48 contains 11633 members 
Mstep: Class 49 contains 3535 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115172744.000000 Penalty: 179445.484375
Iteration 160F: 53 clusters Score -1.151727e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 18667 members 
Mstep: Class 3 contains 2059 members 
Mstep: Class 4 contains 102651 members 
Mstep: Class 5 contains 34992 members 
Mstep: Class 6 contains 13834 members 
Mstep: Class 7 contains 7558 members 
Mstep: Class 8 contains 183963 members 
Mstep: Class 9 contains 15255 members 
Mstep: Class 10 contains 7532 members 
Mstep: Class 11 contains 17474 members 
Mstep: Class 12 contains 6993 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75240 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13628 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37644 members 
Mstep: Class 20 contains 2025 members 
Mstep: Class 21 contains 137101 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 2921 members 
Mstep: Class 25 contains 8114 members 
Mstep: Class 26 contains 3984 members 
Mstep: Class 27 contains 4054 members 
Mstep: Class 28 contains 25365 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20299 members 
Mstep: Class 32 contains 3254 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145710 members 
Mstep: Class 35 contains 25850 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 36643 members 
Mstep: Class 38 contains 27164 members 
Mstep: Class 39 contains 3249 members 
Mstep: Class 40 contains 1391 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3079 members 
Mstep: Class 43 contains 5795 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8719 members 
Mstep: Class 46 contains 16440 members 
Mstep: Class 47 contains 30466 members 
Mstep: Class 48 contains 11642 members 
Mstep: Class 49 contains 3531 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115172648.000000 Penalty: 179445.484375
Iteration 161Q: 53 clusters Score -1.151726e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 18669 members 
Mstep: Class 3 contains 2059 members 
Mstep: Class 4 contains 102633 members 
Mstep: Class 5 contains 35029 members 
Mstep: Class 6 contains 13833 members 
Mstep: Class 7 contains 7557 members 
Mstep: Class 8 contains 183957 members 
Mstep: Class 9 contains 15256 members 
Mstep: Class 10 contains 7525 members 
Mstep: Class 11 contains 17481 members 
Mstep: Class 12 contains 6991 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75239 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13623 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37640 members 
Mstep: Class 20 contains 2025 members 
Mstep: Class 21 contains 137150 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 2921 members 
Mstep: Class 25 contains 8112 members 
Mstep: Class 26 contains 3984 members 
Mstep: Class 27 contains 4070 members 
Mstep: Class 28 contains 25366 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20301 members 
Mstep: Class 32 contains 3254 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145676 members 
Mstep: Class 35 contains 25853 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 36600 members 
Mstep: Class 38 contains 27167 members 
Mstep: Class 39 contains 3249 members 
Mstep: Class 40 contains 1392 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3079 members 
Mstep: Class 43 contains 5796 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8719 members 
Mstep: Class 46 contains 16433 members 
Mstep: Class 47 contains 30465 members 
Mstep: Class 48 contains 11651 members 
Mstep: Class 49 contains 3530 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115172608.000000 Penalty: 179445.484375
Iteration 162Q: 53 clusters Score -1.151726e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 18672 members 
Mstep: Class 3 contains 2059 members 
Mstep: Class 4 contains 102610 members 
Mstep: Class 5 contains 35067 members 
Mstep: Class 6 contains 13832 members 
Mstep: Class 7 contains 7557 members 
Mstep: Class 8 contains 183949 members 
Mstep: Class 9 contains 15253 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 17485 members 
Mstep: Class 12 contains 6989 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75240 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13615 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37637 members 
Mstep: Class 20 contains 2025 members 
Mstep: Class 21 contains 137201 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13048 members 
Mstep: Class 24 contains 2921 members 
Mstep: Class 25 contains 8114 members 
Mstep: Class 26 contains 3984 members 
Mstep: Class 27 contains 4081 members 
Mstep: Class 28 contains 25369 members 
Mstep: Class 29 contains 5759 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20301 members 
Mstep: Class 32 contains 3254 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145648 members 
Mstep: Class 35 contains 25864 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 36554 members 
Mstep: Class 38 contains 27177 members 
Mstep: Class 39 contains 3248 members 
Mstep: Class 40 contains 1392 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3079 members 
Mstep: Class 43 contains 5796 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8719 members 
Mstep: Class 46 contains 16423 members 
Mstep: Class 47 contains 30464 members 
Mstep: Class 48 contains 11658 members 
Mstep: Class 49 contains 3530 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115172712.000000 Penalty: 179445.484375
Iteration 163Q: 53 clusters Score -1.151727e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 18670 members 
Mstep: Class 3 contains 2059 members 
Mstep: Class 4 contains 102583 members 
Mstep: Class 5 contains 35114 members 
Mstep: Class 6 contains 13832 members 
Mstep: Class 7 contains 7557 members 
Mstep: Class 8 contains 183947 members 
Mstep: Class 9 contains 15254 members 
Mstep: Class 10 contains 7488 members 
Mstep: Class 11 contains 17494 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75241 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13610 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37640 members 
Mstep: Class 20 contains 2024 members 
Mstep: Class 21 contains 137222 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13050 members 
Mstep: Class 24 contains 2920 members 
Mstep: Class 25 contains 8110 members 
Mstep: Class 26 contains 3984 members 
Mstep: Class 27 contains 4113 members 
Mstep: Class 28 contains 25368 members 
Mstep: Class 29 contains 5761 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20304 members 
Mstep: Class 32 contains 3254 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145620 members 
Mstep: Class 35 contains 25880 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 36521 members 
Mstep: Class 38 contains 27177 members 
Mstep: Class 39 contains 3247 members 
Mstep: Class 40 contains 1392 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3079 members 
Mstep: Class 43 contains 5797 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8721 members 
Mstep: Class 46 contains 16415 members 
Mstep: Class 47 contains 30458 members 
Mstep: Class 48 contains 11663 members 
Mstep: Class 49 contains 3529 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115172600.000000 Penalty: 179445.484375
Iteration 164Q: 53 clusters Score -1.151726e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 18671 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 102551 members 
Mstep: Class 5 contains 35163 members 
Mstep: Class 6 contains 13831 members 
Mstep: Class 7 contains 7557 members 
Mstep: Class 8 contains 183948 members 
Mstep: Class 9 contains 15252 members 
Mstep: Class 10 contains 7432 members 
Mstep: Class 11 contains 17497 members 
Mstep: Class 12 contains 6988 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75240 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13610 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37641 members 
Mstep: Class 20 contains 2024 members 
Mstep: Class 21 contains 137254 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 13054 members 
Mstep: Class 24 contains 2920 members 
Mstep: Class 25 contains 8111 members 
Mstep: Class 26 contains 3983 members 
Mstep: Class 27 contains 4168 members 
Mstep: Class 28 contains 25368 members 
Mstep: Class 29 contains 5762 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20303 members 
Mstep: Class 32 contains 3254 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145608 members 
Mstep: Class 35 contains 25885 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 36473 members 
Mstep: Class 38 contains 27185 members 
Mstep: Class 39 contains 3247 members 
Mstep: Class 40 contains 1392 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3079 members 
Mstep: Class 43 contains 5798 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8721 members 
Mstep: Class 46 contains 16402 members 
Mstep: Class 47 contains 30456 members 
Mstep: Class 48 contains 11672 members 
Mstep: Class 49 contains 3529 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115172648.000000 Penalty: 179445.484375
Iteration 165Q: 53 clusters Score -1.151726e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 18666 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 102524 members 
Mstep: Class 5 contains 35202 members 
Mstep: Class 6 contains 13828 members 
Mstep: Class 7 contains 7557 members 
Mstep: Class 8 contains 183939 members 
Mstep: Class 9 contains 15251 members 
Mstep: Class 10 contains 7375 members 
Mstep: Class 11 contains 17504 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75240 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13606 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37637 members 
Mstep: Class 20 contains 2024 members 
Mstep: Class 21 contains 137279 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13058 members 
Mstep: Class 24 contains 2919 members 
Mstep: Class 25 contains 8111 members 
Mstep: Class 26 contains 3981 members 
Mstep: Class 27 contains 4237 members 
Mstep: Class 28 contains 25369 members 
Mstep: Class 29 contains 5762 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20301 members 
Mstep: Class 32 contains 3254 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145599 members 
Mstep: Class 35 contains 25888 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 36437 members 
Mstep: Class 38 contains 27190 members 
Mstep: Class 39 contains 3240 members 
Mstep: Class 40 contains 1393 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3079 members 
Mstep: Class 43 contains 5799 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8721 members 
Mstep: Class 46 contains 16393 members 
Mstep: Class 47 contains 30458 members 
Mstep: Class 48 contains 11692 members 
Mstep: Class 49 contains 3526 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115172720.000000 Penalty: 179445.484375
Iteration 166Q: 53 clusters Score -1.151727e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 18665 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 102511 members 
Mstep: Class 5 contains 35230 members 
Mstep: Class 6 contains 13823 members 
Mstep: Class 7 contains 7558 members 
Mstep: Class 8 contains 183938 members 
Mstep: Class 9 contains 15254 members 
Mstep: Class 10 contains 7303 members 
Mstep: Class 11 contains 17509 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75239 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13603 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37634 members 
Mstep: Class 20 contains 2024 members 
Mstep: Class 21 contains 137294 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13059 members 
Mstep: Class 24 contains 2917 members 
Mstep: Class 25 contains 8117 members 
Mstep: Class 26 contains 3979 members 
Mstep: Class 27 contains 4310 members 
Mstep: Class 28 contains 25366 members 
Mstep: Class 29 contains 5762 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20302 members 
Mstep: Class 32 contains 3254 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145583 members 
Mstep: Class 35 contains 25894 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 36408 members 
Mstep: Class 38 contains 27193 members 
Mstep: Class 39 contains 3239 members 
Mstep: Class 40 contains 1393 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3079 members 
Mstep: Class 43 contains 5797 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8722 members 
Mstep: Class 46 contains 16387 members 
Mstep: Class 47 contains 30455 members 
Mstep: Class 48 contains 11709 members 
Mstep: Class 49 contains 3529 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115173136.000000 Penalty: 179445.484375
Iteration 167Q: 53 clusters Score -1.151731e+08 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 18664 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 102494 members 
Mstep: Class 5 contains 35266 members 
Mstep: Class 6 contains 13818 members 
Mstep: Class 7 contains 7561 members 
Mstep: Class 8 contains 183927 members 
Mstep: Class 9 contains 15257 members 
Mstep: Class 10 contains 7244 members 
Mstep: Class 11 contains 17519 members 
Mstep: Class 12 contains 6988 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75241 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13597 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37632 members 
Mstep: Class 20 contains 2024 members 
Mstep: Class 21 contains 137345 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13059 members 
Mstep: Class 24 contains 2915 members 
Mstep: Class 25 contains 8119 members 
Mstep: Class 26 contains 3978 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 25365 members 
Mstep: Class 29 contains 5762 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20300 members 
Mstep: Class 32 contains 3254 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145567 members 
Mstep: Class 35 contains 25891 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 36382 members 
Mstep: Class 38 contains 27190 members 
Mstep: Class 39 contains 3250 members 
Mstep: Class 40 contains 1394 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3079 members 
Mstep: Class 43 contains 5798 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8722 members 
Mstep: Class 46 contains 16382 members 
Mstep: Class 47 contains 30424 members 
Mstep: Class 48 contains 11723 members 
Mstep: Class 49 contains 3530 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115173288.000000 Penalty: 179445.484375
Iteration 168Q: 53 clusters Score -1.151733e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 18670 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 102482 members 
Mstep: Class 5 contains 35294 members 
Mstep: Class 6 contains 13814 members 
Mstep: Class 7 contains 7564 members 
Mstep: Class 8 contains 183918 members 
Mstep: Class 9 contains 15266 members 
Mstep: Class 10 contains 7195 members 
Mstep: Class 11 contains 17524 members 
Mstep: Class 12 contains 6991 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75236 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13593 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37637 members 
Mstep: Class 20 contains 2025 members 
Mstep: Class 21 contains 137374 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13059 members 
Mstep: Class 24 contains 2916 members 
Mstep: Class 25 contains 8120 members 
Mstep: Class 26 contains 3978 members 
Mstep: Class 27 contains 4417 members 
Mstep: Class 28 contains 25364 members 
Mstep: Class 29 contains 5762 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20301 members 
Mstep: Class 32 contains 3255 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145556 members 
Mstep: Class 35 contains 25889 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 36354 members 
Mstep: Class 38 contains 27190 members 
Mstep: Class 39 contains 3252 members 
Mstep: Class 40 contains 1394 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3079 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8723 members 
Mstep: Class 46 contains 16368 members 
Mstep: Class 47 contains 30389 members 
Mstep: Class 48 contains 11748 members 
Mstep: Class 49 contains 3532 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115173000.000000 Penalty: 179445.484375
Iteration 169Q: 53 clusters Score -1.15173e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 18670 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 102467 members 
Mstep: Class 5 contains 35320 members 
Mstep: Class 6 contains 13805 members 
Mstep: Class 7 contains 7566 members 
Mstep: Class 8 contains 183912 members 
Mstep: Class 9 contains 15281 members 
Mstep: Class 10 contains 7172 members 
Mstep: Class 11 contains 17532 members 
Mstep: Class 12 contains 6991 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75233 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13588 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37635 members 
Mstep: Class 20 contains 2026 members 
Mstep: Class 21 contains 137392 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13059 members 
Mstep: Class 24 contains 2914 members 
Mstep: Class 25 contains 8122 members 
Mstep: Class 26 contains 3978 members 
Mstep: Class 27 contains 4440 members 
Mstep: Class 28 contains 25365 members 
Mstep: Class 29 contains 5761 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20304 members 
Mstep: Class 32 contains 3255 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145555 members 
Mstep: Class 35 contains 25888 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 36326 members 
Mstep: Class 38 contains 27191 members 
Mstep: Class 39 contains 3254 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3079 members 
Mstep: Class 43 contains 5805 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8722 members 
Mstep: Class 46 contains 16362 members 
Mstep: Class 47 contains 30363 members 
Mstep: Class 48 contains 11770 members 
Mstep: Class 49 contains 3535 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115173184.000000 Penalty: 179445.484375
Iteration 170Q: 53 clusters Score -1.151732e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 18667 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 102451 members 
Mstep: Class 5 contains 35354 members 
Mstep: Class 6 contains 13799 members 
Mstep: Class 7 contains 7568 members 
Mstep: Class 8 contains 183906 members 
Mstep: Class 9 contains 15285 members 
Mstep: Class 10 contains 7150 members 
Mstep: Class 11 contains 17539 members 
Mstep: Class 12 contains 6992 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75233 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13580 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37634 members 
Mstep: Class 20 contains 2027 members 
Mstep: Class 21 contains 137433 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13059 members 
Mstep: Class 24 contains 2913 members 
Mstep: Class 25 contains 8128 members 
Mstep: Class 26 contains 3978 members 
Mstep: Class 27 contains 4445 members 
Mstep: Class 28 contains 25365 members 
Mstep: Class 29 contains 5762 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20305 members 
Mstep: Class 32 contains 3255 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145539 members 
Mstep: Class 35 contains 25893 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 36293 members 
Mstep: Class 38 contains 27191 members 
Mstep: Class 39 contains 3256 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3079 members 
Mstep: Class 43 contains 5808 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8723 members 
Mstep: Class 46 contains 16357 members 
Mstep: Class 47 contains 30340 members 
Mstep: Class 48 contains 11794 members 
Mstep: Class 49 contains 3538 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115173088.000000 Penalty: 179445.484375
Iteration 171Q: 53 clusters Score -1.151731e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 18665 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 102439 members 
Mstep: Class 5 contains 35388 members 
Mstep: Class 6 contains 13791 members 
Mstep: Class 7 contains 7571 members 
Mstep: Class 8 contains 183898 members 
Mstep: Class 9 contains 15282 members 
Mstep: Class 10 contains 7144 members 
Mstep: Class 11 contains 17538 members 
Mstep: Class 12 contains 6993 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75228 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13585 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37635 members 
Mstep: Class 20 contains 2027 members 
Mstep: Class 21 contains 137467 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13059 members 
Mstep: Class 24 contains 2913 members 
Mstep: Class 25 contains 8133 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4452 members 
Mstep: Class 28 contains 25364 members 
Mstep: Class 29 contains 5763 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20309 members 
Mstep: Class 32 contains 3256 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145524 members 
Mstep: Class 35 contains 25897 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 36262 members 
Mstep: Class 38 contains 27196 members 
Mstep: Class 39 contains 3255 members 
Mstep: Class 40 contains 1396 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3079 members 
Mstep: Class 43 contains 5810 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8722 members 
Mstep: Class 46 contains 16352 members 
Mstep: Class 47 contains 30315 members 
Mstep: Class 48 contains 11810 members 
Mstep: Class 49 contains 3539 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115173128.000000 Penalty: 179445.484375
Iteration 172Q: 53 clusters Score -1.151731e+08 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 18672 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 102424 members 
Mstep: Class 5 contains 35415 members 
Mstep: Class 6 contains 13790 members 
Mstep: Class 7 contains 7575 members 
Mstep: Class 8 contains 183886 members 
Mstep: Class 9 contains 15281 members 
Mstep: Class 10 contains 7139 members 
Mstep: Class 11 contains 17540 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75226 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13582 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37632 members 
Mstep: Class 20 contains 2027 members 
Mstep: Class 21 contains 137520 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13059 members 
Mstep: Class 24 contains 2913 members 
Mstep: Class 25 contains 8132 members 
Mstep: Class 26 contains 3975 members 
Mstep: Class 27 contains 4449 members 
Mstep: Class 28 contains 25367 members 
Mstep: Class 29 contains 5762 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20311 members 
Mstep: Class 32 contains 3257 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145510 members 
Mstep: Class 35 contains 25906 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 36225 members 
Mstep: Class 38 contains 27195 members 
Mstep: Class 39 contains 3256 members 
Mstep: Class 40 contains 1396 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3079 members 
Mstep: Class 43 contains 5810 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8722 members 
Mstep: Class 46 contains 16343 members 
Mstep: Class 47 contains 30301 members 
Mstep: Class 48 contains 11827 members 
Mstep: Class 49 contains 3540 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115173288.000000 Penalty: 179445.484375
Iteration 173Q: 53 clusters Score -1.151733e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 18687 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 102417 members 
Mstep: Class 5 contains 35436 members 
Mstep: Class 6 contains 13791 members 
Mstep: Class 7 contains 7579 members 
Mstep: Class 8 contains 183878 members 
Mstep: Class 9 contains 15280 members 
Mstep: Class 10 contains 7145 members 
Mstep: Class 11 contains 17541 members 
Mstep: Class 12 contains 6991 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75222 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13580 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37630 members 
Mstep: Class 20 contains 2027 members 
Mstep: Class 21 contains 137563 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13060 members 
Mstep: Class 24 contains 2915 members 
Mstep: Class 25 contains 8126 members 
Mstep: Class 26 contains 3976 members 
Mstep: Class 27 contains 4440 members 
Mstep: Class 28 contains 25368 members 
Mstep: Class 29 contains 5762 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20312 members 
Mstep: Class 32 contains 3258 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145484 members 
Mstep: Class 35 contains 25904 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 36190 members 
Mstep: Class 38 contains 27197 members 
Mstep: Class 39 contains 3257 members 
Mstep: Class 40 contains 1396 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3079 members 
Mstep: Class 43 contains 5811 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8724 members 
Mstep: Class 46 contains 16334 members 
Mstep: Class 47 contains 30289 members 
Mstep: Class 48 contains 11844 members 
Mstep: Class 49 contains 3541 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115173304.000000 Penalty: 179445.484375
Iteration 174Q: 53 clusters Score -1.151733e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 18691 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 102407 members 
Mstep: Class 5 contains 35465 members 
Mstep: Class 6 contains 13791 members 
Mstep: Class 7 contains 7580 members 
Mstep: Class 8 contains 183871 members 
Mstep: Class 9 contains 15284 members 
Mstep: Class 10 contains 7152 members 
Mstep: Class 11 contains 17545 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75225 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13583 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37630 members 
Mstep: Class 20 contains 2027 members 
Mstep: Class 21 contains 137597 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13062 members 
Mstep: Class 24 contains 2919 members 
Mstep: Class 25 contains 8127 members 
Mstep: Class 26 contains 3976 members 
Mstep: Class 27 contains 4416 members 
Mstep: Class 28 contains 25368 members 
Mstep: Class 29 contains 5760 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20309 members 
Mstep: Class 32 contains 3258 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145468 members 
Mstep: Class 35 contains 25912 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 36150 members 
Mstep: Class 38 contains 27203 members 
Mstep: Class 39 contains 3258 members 
Mstep: Class 40 contains 1396 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3079 members 
Mstep: Class 43 contains 5811 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8724 members 
Mstep: Class 46 contains 16323 members 
Mstep: Class 47 contains 30271 members 
Mstep: Class 48 contains 11863 members 
Mstep: Class 49 contains 3543 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115173200.000000 Penalty: 179445.484375
Iteration 175Q: 53 clusters Score -1.151732e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 18705 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 102398 members 
Mstep: Class 5 contains 35487 members 
Mstep: Class 6 contains 13789 members 
Mstep: Class 7 contains 7584 members 
Mstep: Class 8 contains 183865 members 
Mstep: Class 9 contains 15283 members 
Mstep: Class 10 contains 7155 members 
Mstep: Class 11 contains 17550 members 
Mstep: Class 12 contains 6989 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75225 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13589 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37630 members 
Mstep: Class 20 contains 2027 members 
Mstep: Class 21 contains 137630 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13062 members 
Mstep: Class 24 contains 2922 members 
Mstep: Class 25 contains 8126 members 
Mstep: Class 26 contains 3976 members 
Mstep: Class 27 contains 4397 members 
Mstep: Class 28 contains 25368 members 
Mstep: Class 29 contains 5760 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20308 members 
Mstep: Class 32 contains 3258 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145446 members 
Mstep: Class 35 contains 25913 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 36114 members 
Mstep: Class 38 contains 27210 members 
Mstep: Class 39 contains 3259 members 
Mstep: Class 40 contains 1396 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3079 members 
Mstep: Class 43 contains 5811 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8724 members 
Mstep: Class 46 contains 16310 members 
Mstep: Class 47 contains 30265 members 
Mstep: Class 48 contains 11881 members 
Mstep: Class 49 contains 3543 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115173312.000000 Penalty: 179445.484375
Iteration 176Q: 53 clusters Score -1.151733e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 18711 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 102387 members 
Mstep: Class 5 contains 35519 members 
Mstep: Class 6 contains 13786 members 
Mstep: Class 7 contains 7587 members 
Mstep: Class 8 contains 183854 members 
Mstep: Class 9 contains 15280 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 17550 members 
Mstep: Class 12 contains 6991 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75220 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13586 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37635 members 
Mstep: Class 20 contains 2028 members 
Mstep: Class 21 contains 137675 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13063 members 
Mstep: Class 24 contains 2925 members 
Mstep: Class 25 contains 8125 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4377 members 
Mstep: Class 28 contains 25366 members 
Mstep: Class 29 contains 5761 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20315 members 
Mstep: Class 32 contains 3258 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145428 members 
Mstep: Class 35 contains 25917 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 36076 members 
Mstep: Class 38 contains 27210 members 
Mstep: Class 39 contains 3257 members 
Mstep: Class 40 contains 1396 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3079 members 
Mstep: Class 43 contains 5811 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8725 members 
Mstep: Class 46 contains 16297 members 
Mstep: Class 47 contains 30264 members 
Mstep: Class 48 contains 11898 members 
Mstep: Class 49 contains 3542 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115173352.000000 Penalty: 179445.484375
Iteration 177Q: 53 clusters Score -1.151734e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 18724 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 102380 members 
Mstep: Class 5 contains 35544 members 
Mstep: Class 6 contains 13785 members 
Mstep: Class 7 contains 7589 members 
Mstep: Class 8 contains 183851 members 
Mstep: Class 9 contains 15283 members 
Mstep: Class 10 contains 7163 members 
Mstep: Class 11 contains 17551 members 
Mstep: Class 12 contains 6993 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75215 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13587 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37636 members 
Mstep: Class 20 contains 2028 members 
Mstep: Class 21 contains 137707 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13065 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8124 members 
Mstep: Class 26 contains 3976 members 
Mstep: Class 27 contains 4359 members 
Mstep: Class 28 contains 25367 members 
Mstep: Class 29 contains 5761 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20316 members 
Mstep: Class 32 contains 3258 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145408 members 
Mstep: Class 35 contains 25920 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 36035 members 
Mstep: Class 38 contains 27207 members 
Mstep: Class 39 contains 3259 members 
Mstep: Class 40 contains 1396 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3079 members 
Mstep: Class 43 contains 5811 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8727 members 
Mstep: Class 46 contains 16289 members 
Mstep: Class 47 contains 30262 members 
Mstep: Class 48 contains 11911 members 
Mstep: Class 49 contains 3541 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115173384.000000 Penalty: 179445.484375
Iteration 178Q: 53 clusters Score -1.151734e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 18715 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 102367 members 
Mstep: Class 5 contains 35583 members 
Mstep: Class 6 contains 13782 members 
Mstep: Class 7 contains 7589 members 
Mstep: Class 8 contains 183847 members 
Mstep: Class 9 contains 15292 members 
Mstep: Class 10 contains 7161 members 
Mstep: Class 11 contains 17552 members 
Mstep: Class 12 contains 6991 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75209 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13587 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37630 members 
Mstep: Class 20 contains 2028 members 
Mstep: Class 21 contains 137787 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13065 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8124 members 
Mstep: Class 26 contains 3976 members 
Mstep: Class 27 contains 4344 members 
Mstep: Class 28 contains 25366 members 
Mstep: Class 29 contains 5761 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20318 members 
Mstep: Class 32 contains 3259 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145378 members 
Mstep: Class 35 contains 25925 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 35993 members 
Mstep: Class 38 contains 27206 members 
Mstep: Class 39 contains 3259 members 
Mstep: Class 40 contains 1396 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3079 members 
Mstep: Class 43 contains 5811 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8728 members 
Mstep: Class 46 contains 16283 members 
Mstep: Class 47 contains 30255 members 
Mstep: Class 48 contains 11919 members 
Mstep: Class 49 contains 3541 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115173336.000000 Penalty: 179445.484375
Iteration 179Q: 53 clusters Score -1.151733e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 18720 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 102350 members 
Mstep: Class 5 contains 35619 members 
Mstep: Class 6 contains 13780 members 
Mstep: Class 7 contains 7590 members 
Mstep: Class 8 contains 183850 members 
Mstep: Class 9 contains 15295 members 
Mstep: Class 10 contains 7163 members 
Mstep: Class 11 contains 17552 members 
Mstep: Class 12 contains 6988 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75205 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13584 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37623 members 
Mstep: Class 20 contains 2028 members 
Mstep: Class 21 contains 137820 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13066 members 
Mstep: Class 24 contains 2929 members 
Mstep: Class 25 contains 8124 members 
Mstep: Class 26 contains 3976 members 
Mstep: Class 27 contains 4334 members 
Mstep: Class 28 contains 25367 members 
Mstep: Class 29 contains 5761 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20328 members 
Mstep: Class 32 contains 3260 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145360 members 
Mstep: Class 35 contains 25932 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 35954 members 
Mstep: Class 38 contains 27209 members 
Mstep: Class 39 contains 3259 members 
Mstep: Class 40 contains 1396 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3079 members 
Mstep: Class 43 contains 5810 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8728 members 
Mstep: Class 46 contains 16273 members 
Mstep: Class 47 contains 30245 members 
Mstep: Class 48 contains 11936 members 
Mstep: Class 49 contains 3541 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115173608.000000 Penalty: 179445.484375
Iteration 180F: 53 clusters Score -1.151736e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 18722 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 102337 members 
Mstep: Class 5 contains 35646 members 
Mstep: Class 6 contains 13777 members 
Mstep: Class 7 contains 7591 members 
Mstep: Class 8 contains 183855 members 
Mstep: Class 9 contains 15302 members 
Mstep: Class 10 contains 7164 members 
Mstep: Class 11 contains 17556 members 
Mstep: Class 12 contains 6988 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75201 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13584 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37624 members 
Mstep: Class 20 contains 2028 members 
Mstep: Class 21 contains 137872 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13067 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8125 members 
Mstep: Class 26 contains 3976 members 
Mstep: Class 27 contains 4326 members 
Mstep: Class 28 contains 25369 members 
Mstep: Class 29 contains 5762 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20331 members 
Mstep: Class 32 contains 3260 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145321 members 
Mstep: Class 35 contains 25934 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 35921 members 
Mstep: Class 38 contains 27206 members 
Mstep: Class 39 contains 3258 members 
Mstep: Class 40 contains 1396 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3079 members 
Mstep: Class 43 contains 5810 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8728 members 
Mstep: Class 46 contains 16263 members 
Mstep: Class 47 contains 30239 members 
Mstep: Class 48 contains 11947 members 
Mstep: Class 49 contains 3540 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115173536.000000 Penalty: 179445.484375
Iteration 181Q: 53 clusters Score -1.151735e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 18720 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 102323 members 
Mstep: Class 5 contains 35687 members 
Mstep: Class 6 contains 13774 members 
Mstep: Class 7 contains 7595 members 
Mstep: Class 8 contains 183861 members 
Mstep: Class 9 contains 15309 members 
Mstep: Class 10 contains 7171 members 
Mstep: Class 11 contains 17565 members 
Mstep: Class 12 contains 6987 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75197 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13585 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37626 members 
Mstep: Class 20 contains 2028 members 
Mstep: Class 21 contains 137918 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13067 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8126 members 
Mstep: Class 26 contains 3976 members 
Mstep: Class 27 contains 4317 members 
Mstep: Class 28 contains 25367 members 
Mstep: Class 29 contains 5762 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20333 members 
Mstep: Class 32 contains 3260 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145284 members 
Mstep: Class 35 contains 25932 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 35881 members 
Mstep: Class 38 contains 27207 members 
Mstep: Class 39 contains 3258 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5811 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8729 members 
Mstep: Class 46 contains 16256 members 
Mstep: Class 47 contains 30228 members 
Mstep: Class 48 contains 11953 members 
Mstep: Class 49 contains 3539 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115173680.000000 Penalty: 179445.484375
Iteration 182Q: 53 clusters Score -1.151737e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 18728 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 102303 members 
Mstep: Class 5 contains 35720 members 
Mstep: Class 6 contains 13777 members 
Mstep: Class 7 contains 7596 members 
Mstep: Class 8 contains 183865 members 
Mstep: Class 9 contains 15316 members 
Mstep: Class 10 contains 7174 members 
Mstep: Class 11 contains 17568 members 
Mstep: Class 12 contains 6985 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75197 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13589 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37626 members 
Mstep: Class 20 contains 2028 members 
Mstep: Class 21 contains 137909 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13068 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8127 members 
Mstep: Class 26 contains 3975 members 
Mstep: Class 27 contains 4306 members 
Mstep: Class 28 contains 25367 members 
Mstep: Class 29 contains 5762 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20339 members 
Mstep: Class 32 contains 3260 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145278 members 
Mstep: Class 35 contains 25932 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 35850 members 
Mstep: Class 38 contains 27214 members 
Mstep: Class 39 contains 3258 members 
Mstep: Class 40 contains 1394 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5811 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8728 members 
Mstep: Class 46 contains 16250 members 
Mstep: Class 47 contains 30226 members 
Mstep: Class 48 contains 11964 members 
Mstep: Class 49 contains 3538 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115173640.000000 Penalty: 179445.484375
Iteration 183Q: 53 clusters Score -1.151736e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 18737 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 102285 members 
Mstep: Class 5 contains 35754 members 
Mstep: Class 6 contains 13776 members 
Mstep: Class 7 contains 7595 members 
Mstep: Class 8 contains 183860 members 
Mstep: Class 9 contains 15323 members 
Mstep: Class 10 contains 7175 members 
Mstep: Class 11 contains 17570 members 
Mstep: Class 12 contains 6984 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75194 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13595 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37628 members 
Mstep: Class 20 contains 2028 members 
Mstep: Class 21 contains 137917 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13069 members 
Mstep: Class 24 contains 2926 members 
Mstep: Class 25 contains 8128 members 
Mstep: Class 26 contains 3974 members 
Mstep: Class 27 contains 4288 members 
Mstep: Class 28 contains 25366 members 
Mstep: Class 29 contains 5761 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20342 members 
Mstep: Class 32 contains 3260 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145277 members 
Mstep: Class 35 contains 25933 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 35815 members 
Mstep: Class 38 contains 27217 members 
Mstep: Class 39 contains 3259 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5810 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8728 members 
Mstep: Class 46 contains 16245 members 
Mstep: Class 47 contains 30230 members 
Mstep: Class 48 contains 11979 members 
Mstep: Class 49 contains 3532 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115173696.000000 Penalty: 179445.484375
Iteration 184Q: 53 clusters Score -1.151737e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 18745 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 102270 members 
Mstep: Class 5 contains 35793 members 
Mstep: Class 6 contains 13774 members 
Mstep: Class 7 contains 7596 members 
Mstep: Class 8 contains 183855 members 
Mstep: Class 9 contains 15326 members 
Mstep: Class 10 contains 7181 members 
Mstep: Class 11 contains 17566 members 
Mstep: Class 12 contains 6984 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75195 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13597 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37631 members 
Mstep: Class 20 contains 2028 members 
Mstep: Class 21 contains 137912 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13068 members 
Mstep: Class 24 contains 2925 members 
Mstep: Class 25 contains 8129 members 
Mstep: Class 26 contains 3974 members 
Mstep: Class 27 contains 4276 members 
Mstep: Class 28 contains 25370 members 
Mstep: Class 29 contains 5761 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20344 members 
Mstep: Class 32 contains 3260 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145280 members 
Mstep: Class 35 contains 25937 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 35774 members 
Mstep: Class 38 contains 27220 members 
Mstep: Class 39 contains 3259 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5809 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8729 members 
Mstep: Class 46 contains 16242 members 
Mstep: Class 47 contains 30229 members 
Mstep: Class 48 contains 11993 members 
Mstep: Class 49 contains 3528 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115173472.000000 Penalty: 179445.484375
Iteration 185Q: 53 clusters Score -1.151735e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 18766 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 102255 members 
Mstep: Class 5 contains 35827 members 
Mstep: Class 6 contains 13771 members 
Mstep: Class 7 contains 7596 members 
Mstep: Class 8 contains 183859 members 
Mstep: Class 9 contains 15328 members 
Mstep: Class 10 contains 7185 members 
Mstep: Class 11 contains 17567 members 
Mstep: Class 12 contains 6984 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75195 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13598 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37631 members 
Mstep: Class 20 contains 2028 members 
Mstep: Class 21 contains 137911 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13068 members 
Mstep: Class 24 contains 2925 members 
Mstep: Class 25 contains 8130 members 
Mstep: Class 26 contains 3974 members 
Mstep: Class 27 contains 4266 members 
Mstep: Class 28 contains 25371 members 
Mstep: Class 29 contains 5761 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20345 members 
Mstep: Class 32 contains 3260 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145277 members 
Mstep: Class 35 contains 25941 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 35730 members 
Mstep: Class 38 contains 27222 members 
Mstep: Class 39 contains 3259 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5808 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8730 members 
Mstep: Class 46 contains 16238 members 
Mstep: Class 47 contains 30228 members 
Mstep: Class 48 contains 12000 members 
Mstep: Class 49 contains 3526 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115173504.000000 Penalty: 179445.484375
Iteration 186Q: 53 clusters Score -1.151735e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 18779 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 102242 members 
Mstep: Class 5 contains 35855 members 
Mstep: Class 6 contains 13769 members 
Mstep: Class 7 contains 7599 members 
Mstep: Class 8 contains 183859 members 
Mstep: Class 9 contains 15328 members 
Mstep: Class 10 contains 7188 members 
Mstep: Class 11 contains 17573 members 
Mstep: Class 12 contains 6986 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75188 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13600 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37630 members 
Mstep: Class 20 contains 2028 members 
Mstep: Class 21 contains 137930 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13069 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3975 members 
Mstep: Class 27 contains 4262 members 
Mstep: Class 28 contains 25374 members 
Mstep: Class 29 contains 5761 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20350 members 
Mstep: Class 32 contains 3260 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145266 members 
Mstep: Class 35 contains 25943 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 35682 members 
Mstep: Class 38 contains 27222 members 
Mstep: Class 39 contains 3259 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5807 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8730 members 
Mstep: Class 46 contains 16236 members 
Mstep: Class 47 contains 30223 members 
Mstep: Class 48 contains 12003 members 
Mstep: Class 49 contains 3525 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115173672.000000 Penalty: 179445.484375
Iteration 187Q: 53 clusters Score -1.151737e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 18791 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 102233 members 
Mstep: Class 5 contains 35882 members 
Mstep: Class 6 contains 13768 members 
Mstep: Class 7 contains 7598 members 
Mstep: Class 8 contains 183862 members 
Mstep: Class 9 contains 15330 members 
Mstep: Class 10 contains 7188 members 
Mstep: Class 11 contains 17576 members 
Mstep: Class 12 contains 6986 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75180 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13600 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37630 members 
Mstep: Class 20 contains 2028 members 
Mstep: Class 21 contains 137960 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13071 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8132 members 
Mstep: Class 26 contains 3975 members 
Mstep: Class 27 contains 4259 members 
Mstep: Class 28 contains 25375 members 
Mstep: Class 29 contains 5761 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20356 members 
Mstep: Class 32 contains 3260 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145244 members 
Mstep: Class 35 contains 25942 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 35640 members 
Mstep: Class 38 contains 27223 members 
Mstep: Class 39 contains 3258 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5806 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8730 members 
Mstep: Class 46 contains 16235 members 
Mstep: Class 47 contains 30226 members 
Mstep: Class 48 contains 12002 members 
Mstep: Class 49 contains 3526 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115173680.000000 Penalty: 179445.484375
Iteration 188Q: 53 clusters Score -1.151737e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 18804 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 102219 members 
Mstep: Class 5 contains 35908 members 
Mstep: Class 6 contains 13768 members 
Mstep: Class 7 contains 7597 members 
Mstep: Class 8 contains 183854 members 
Mstep: Class 9 contains 15327 members 
Mstep: Class 10 contains 7188 members 
Mstep: Class 11 contains 17582 members 
Mstep: Class 12 contains 6980 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75174 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13602 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37634 members 
Mstep: Class 20 contains 2028 members 
Mstep: Class 21 contains 137978 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13072 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8132 members 
Mstep: Class 26 contains 3975 members 
Mstep: Class 27 contains 4259 members 
Mstep: Class 28 contains 25378 members 
Mstep: Class 29 contains 5761 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20359 members 
Mstep: Class 32 contains 3260 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145234 members 
Mstep: Class 35 contains 25947 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 35603 members 
Mstep: Class 38 contains 27226 members 
Mstep: Class 39 contains 3258 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5806 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8730 members 
Mstep: Class 46 contains 16230 members 
Mstep: Class 47 contains 30222 members 
Mstep: Class 48 contains 12010 members 
Mstep: Class 49 contains 3527 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115173784.000000 Penalty: 179445.484375
Iteration 189Q: 53 clusters Score -1.151738e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 18813 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 102208 members 
Mstep: Class 5 contains 35936 members 
Mstep: Class 6 contains 13763 members 
Mstep: Class 7 contains 7596 members 
Mstep: Class 8 contains 183839 members 
Mstep: Class 9 contains 15334 members 
Mstep: Class 10 contains 7188 members 
Mstep: Class 11 contains 17583 members 
Mstep: Class 12 contains 6979 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75171 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13601 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37632 members 
Mstep: Class 20 contains 2028 members 
Mstep: Class 21 contains 138012 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13073 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8134 members 
Mstep: Class 26 contains 3975 members 
Mstep: Class 27 contains 4258 members 
Mstep: Class 28 contains 25375 members 
Mstep: Class 29 contains 5761 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20363 members 
Mstep: Class 32 contains 3260 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145223 members 
Mstep: Class 35 contains 25951 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 35565 members 
Mstep: Class 38 contains 27227 members 
Mstep: Class 39 contains 3259 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5805 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8730 members 
Mstep: Class 46 contains 16227 members 
Mstep: Class 47 contains 30219 members 
Mstep: Class 48 contains 12016 members 
Mstep: Class 49 contains 3528 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115173840.000000 Penalty: 179445.484375
Iteration 190Q: 53 clusters Score -1.151738e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 18824 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 102194 members 
Mstep: Class 5 contains 35967 members 
Mstep: Class 6 contains 13764 members 
Mstep: Class 7 contains 7596 members 
Mstep: Class 8 contains 183842 members 
Mstep: Class 9 contains 15336 members 
Mstep: Class 10 contains 7188 members 
Mstep: Class 11 contains 17585 members 
Mstep: Class 12 contains 6979 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75171 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13603 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37629 members 
Mstep: Class 20 contains 2028 members 
Mstep: Class 21 contains 138021 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13074 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8136 members 
Mstep: Class 26 contains 3975 members 
Mstep: Class 27 contains 4260 members 
Mstep: Class 28 contains 25376 members 
Mstep: Class 29 contains 5761 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20366 members 
Mstep: Class 32 contains 3260 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145206 members 
Mstep: Class 35 contains 25958 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 35526 members 
Mstep: Class 38 contains 27225 members 
Mstep: Class 39 contains 3260 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5805 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8730 members 
Mstep: Class 46 contains 16228 members 
Mstep: Class 47 contains 30211 members 
Mstep: Class 48 contains 12020 members 
Mstep: Class 49 contains 3528 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115173752.000000 Penalty: 179445.484375
Iteration 191Q: 53 clusters Score -1.151738e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 18833 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 102187 members 
Mstep: Class 5 contains 35995 members 
Mstep: Class 6 contains 13760 members 
Mstep: Class 7 contains 7596 members 
Mstep: Class 8 contains 183834 members 
Mstep: Class 9 contains 15336 members 
Mstep: Class 10 contains 7190 members 
Mstep: Class 11 contains 17585 members 
Mstep: Class 12 contains 6981 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75165 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13604 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37632 members 
Mstep: Class 20 contains 2028 members 
Mstep: Class 21 contains 138038 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13074 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8136 members 
Mstep: Class 26 contains 3975 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25377 members 
Mstep: Class 29 contains 5761 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20369 members 
Mstep: Class 32 contains 3260 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145199 members 
Mstep: Class 35 contains 25959 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 35493 members 
Mstep: Class 38 contains 27228 members 
Mstep: Class 39 contains 3259 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5805 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8730 members 
Mstep: Class 46 contains 16227 members 
Mstep: Class 47 contains 30210 members 
Mstep: Class 48 contains 12022 members 
Mstep: Class 49 contains 3527 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115173864.000000 Penalty: 179445.484375
Iteration 192Q: 53 clusters Score -1.151739e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 18840 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 102172 members 
Mstep: Class 5 contains 36030 members 
Mstep: Class 6 contains 13754 members 
Mstep: Class 7 contains 7596 members 
Mstep: Class 8 contains 183840 members 
Mstep: Class 9 contains 15336 members 
Mstep: Class 10 contains 7193 members 
Mstep: Class 11 contains 17587 members 
Mstep: Class 12 contains 6981 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75161 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13602 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37639 members 
Mstep: Class 20 contains 2028 members 
Mstep: Class 21 contains 138044 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13075 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8136 members 
Mstep: Class 26 contains 3975 members 
Mstep: Class 27 contains 4254 members 
Mstep: Class 28 contains 25377 members 
Mstep: Class 29 contains 5761 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 3261 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145191 members 
Mstep: Class 35 contains 25959 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 35465 members 
Mstep: Class 38 contains 27235 members 
Mstep: Class 39 contains 3260 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5804 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8730 members 
Mstep: Class 46 contains 16223 members 
Mstep: Class 47 contains 30203 members 
Mstep: Class 48 contains 12026 members 
Mstep: Class 49 contains 3526 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115173984.000000 Penalty: 179445.484375
Iteration 193Q: 53 clusters Score -1.15174e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 18839 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 102159 members 
Mstep: Class 5 contains 36067 members 
Mstep: Class 6 contains 13750 members 
Mstep: Class 7 contains 7596 members 
Mstep: Class 8 contains 183843 members 
Mstep: Class 9 contains 15339 members 
Mstep: Class 10 contains 7194 members 
Mstep: Class 11 contains 17590 members 
Mstep: Class 12 contains 6979 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75163 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13604 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37641 members 
Mstep: Class 20 contains 2028 members 
Mstep: Class 21 contains 138058 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13078 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8136 members 
Mstep: Class 26 contains 3975 members 
Mstep: Class 27 contains 4251 members 
Mstep: Class 28 contains 25376 members 
Mstep: Class 29 contains 5761 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20371 members 
Mstep: Class 32 contains 3261 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145174 members 
Mstep: Class 35 contains 25959 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 35423 members 
Mstep: Class 38 contains 27238 members 
Mstep: Class 39 contains 3261 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5803 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8730 members 
Mstep: Class 46 contains 16216 members 
Mstep: Class 47 contains 30206 members 
Mstep: Class 48 contains 12038 members 
Mstep: Class 49 contains 3525 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115173880.000000 Penalty: 179445.484375
Iteration 194Q: 53 clusters Score -1.151739e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 18848 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 102150 members 
Mstep: Class 5 contains 36095 members 
Mstep: Class 6 contains 13750 members 
Mstep: Class 7 contains 7596 members 
Mstep: Class 8 contains 183845 members 
Mstep: Class 9 contains 15344 members 
Mstep: Class 10 contains 7193 members 
Mstep: Class 11 contains 17595 members 
Mstep: Class 12 contains 6977 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75162 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13603 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37651 members 
Mstep: Class 20 contains 2028 members 
Mstep: Class 21 contains 138052 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13079 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8135 members 
Mstep: Class 26 contains 3975 members 
Mstep: Class 27 contains 4254 members 
Mstep: Class 28 contains 25376 members 
Mstep: Class 29 contains 5761 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20375 members 
Mstep: Class 32 contains 3261 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145172 members 
Mstep: Class 35 contains 25958 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 35374 members 
Mstep: Class 38 contains 27245 members 
Mstep: Class 39 contains 3261 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5803 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8730 members 
Mstep: Class 46 contains 16209 members 
Mstep: Class 47 contains 30203 members 
Mstep: Class 48 contains 12049 members 
Mstep: Class 49 contains 3524 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115173912.000000 Penalty: 179445.484375
Iteration 195Q: 53 clusters Score -1.151739e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 18867 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 102143 members 
Mstep: Class 5 contains 36113 members 
Mstep: Class 6 contains 13751 members 
Mstep: Class 7 contains 7596 members 
Mstep: Class 8 contains 183842 members 
Mstep: Class 9 contains 15345 members 
Mstep: Class 10 contains 7193 members 
Mstep: Class 11 contains 17597 members 
Mstep: Class 12 contains 6975 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75162 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13601 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37656 members 
Mstep: Class 20 contains 2028 members 
Mstep: Class 21 contains 138067 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13082 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8135 members 
Mstep: Class 26 contains 3974 members 
Mstep: Class 27 contains 4253 members 
Mstep: Class 28 contains 25379 members 
Mstep: Class 29 contains 5761 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20377 members 
Mstep: Class 32 contains 3261 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145160 members 
Mstep: Class 35 contains 25959 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 35337 members 
Mstep: Class 38 contains 27250 members 
Mstep: Class 39 contains 3261 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5803 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8730 members 
Mstep: Class 46 contains 16204 members 
Mstep: Class 47 contains 30199 members 
Mstep: Class 48 contains 12048 members 
Mstep: Class 49 contains 3524 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115173912.000000 Penalty: 179445.484375
Iteration 196Q: 53 clusters Score -1.151739e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 18897 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 102139 members 
Mstep: Class 5 contains 36123 members 
Mstep: Class 6 contains 13751 members 
Mstep: Class 7 contains 7597 members 
Mstep: Class 8 contains 183840 members 
Mstep: Class 9 contains 15346 members 
Mstep: Class 10 contains 7193 members 
Mstep: Class 11 contains 17600 members 
Mstep: Class 12 contains 6973 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75158 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13601 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37656 members 
Mstep: Class 20 contains 2028 members 
Mstep: Class 21 contains 138102 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13082 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8135 members 
Mstep: Class 26 contains 3974 members 
Mstep: Class 27 contains 4253 members 
Mstep: Class 28 contains 25379 members 
Mstep: Class 29 contains 5761 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20374 members 
Mstep: Class 32 contains 3261 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145137 members 
Mstep: Class 35 contains 25960 members 
Mstep: Class 36 contains 2424 members 
Mstep: Class 37 contains 35301 members 
Mstep: Class 38 contains 27253 members 
Mstep: Class 39 contains 3260 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5801 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8730 members 
Mstep: Class 46 contains 16201 members 
Mstep: Class 47 contains 30196 members 
Mstep: Class 48 contains 12049 members 
Mstep: Class 49 contains 3523 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115174048.000000 Penalty: 179445.484375
Iteration 197Q: 53 clusters Score -1.15174e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 18926 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 102132 members 
Mstep: Class 5 contains 36134 members 
Mstep: Class 6 contains 13749 members 
Mstep: Class 7 contains 7598 members 
Mstep: Class 8 contains 183852 members 
Mstep: Class 9 contains 15349 members 
Mstep: Class 10 contains 7194 members 
Mstep: Class 11 contains 17605 members 
Mstep: Class 12 contains 6974 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75160 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13597 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37658 members 
Mstep: Class 20 contains 2028 members 
Mstep: Class 21 contains 138098 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13082 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8136 members 
Mstep: Class 26 contains 3974 members 
Mstep: Class 27 contains 4256 members 
Mstep: Class 28 contains 25378 members 
Mstep: Class 29 contains 5761 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20379 members 
Mstep: Class 32 contains 3262 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145137 members 
Mstep: Class 35 contains 25961 members 
Mstep: Class 36 contains 2425 members 
Mstep: Class 37 contains 35247 members 
Mstep: Class 38 contains 27253 members 
Mstep: Class 39 contains 3260 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5801 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8730 members 
Mstep: Class 46 contains 16199 members 
Mstep: Class 47 contains 30189 members 
Mstep: Class 48 contains 12054 members 
Mstep: Class 49 contains 3521 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115173824.000000 Penalty: 179445.484375
Iteration 198Q: 53 clusters Score -1.151738e+08 nChanged 269
Entering ConstructFrom: 
Score: -115173824.000000 Penalty: 179445.484375
Entering ConstructFrom: 
Trying to split cluster 1 (2761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Entering Unmasked Estep 
Score: -283962.468750 Penalty: 1964.990356
	Iteration 0F: 2 clusters Score -283962.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -280908.437500 Penalty: 3929.980713
	Iteration 0F: 3 clusters Score -280908.4 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -281505.281250 Penalty: 3929.980713
	Iteration 1F: 3 clusters Score -281505.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -281658.437500 Penalty: 3929.980713
	Iteration 2F: 3 clusters Score -281658.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -281741.562500 Penalty: 3929.980713
	Iteration 3Q: 3 clusters Score -281741.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -281791.843750 Penalty: 3929.980713
	Iteration 4Q: 3 clusters Score -281791.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -281827.406250 Penalty: 3929.980713
	Iteration 5Q: 3 clusters Score -281827.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -281857.343750 Penalty: 3929.980713
	Iteration 6Q: 3 clusters Score -281857.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -281882.625000 Penalty: 3929.980713
	Iteration 7Q: 3 clusters Score -281882.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -281905.218750 Penalty: 3929.980713
	Iteration 8Q: 3 clusters Score -281905.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -281927.687500 Penalty: 3929.980713
	Iteration 9Q: 3 clusters Score -281927.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -281960.093750 Penalty: 3929.980713
	Iteration 10Q: 3 clusters Score -281960.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -282001.343750 Penalty: 3929.980713
	Iteration 11Q: 3 clusters Score -282001.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -282052.875000 Penalty: 3929.980713
	Iteration 12Q: 3 clusters Score -282052.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -282115.187500 Penalty: 3929.980713
	Iteration 13Q: 3 clusters Score -282115.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -282208.718750 Penalty: 3929.980713
	Iteration 14Q: 3 clusters Score -282208.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -282410.125000 Penalty: 3929.980713
	Iteration 15Q: 3 clusters Score -282410.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -282742.812500 Penalty: 3929.980713
	Iteration 16F: 3 clusters Score -282742.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -283220.156250 Penalty: 3929.980713
	Iteration 17F: 3 clusters Score -283220.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -283462.281250 Penalty: 3929.980713
	Iteration 18F: 3 clusters Score -283462.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -283525.062500 Penalty: 3929.980713
	Iteration 19Q: 3 clusters Score -283525.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -283549.468750 Penalty: 3929.980713
	Iteration 20F: 3 clusters Score -283549.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -283563.906250 Penalty: 3929.980713
	Iteration 21Q: 3 clusters Score -283563.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -283573.531250 Penalty: 3929.980713
	Iteration 22Q: 3 clusters Score -283573.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -283580.281250 Penalty: 3929.980713
	Iteration 23Q: 3 clusters Score -283580.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -283583.968750 Penalty: 3929.980713
	Iteration 24Q: 3 clusters Score -283584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -283586.718750 Penalty: 3929.980713
	Iteration 25Q: 3 clusters Score -283586.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -283589.531250 Penalty: 3929.980713
	Iteration 26Q: 3 clusters Score -283589.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -283593.906250 Penalty: 3929.980713
	Iteration 27Q: 3 clusters Score -283593.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -283603.593750 Penalty: 3929.980713
	Iteration 28Q: 3 clusters Score -283603.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -283609.812500 Penalty: 3929.980713
	Iteration 29Q: 3 clusters Score -283609.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -283612.656250 Penalty: 3929.980713
	Iteration 30Q: 3 clusters Score -283612.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -283614.531250 Penalty: 3929.980713
	Iteration 31Q: 3 clusters Score -283614.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -283614.531250 Penalty: 3929.980713
	Iteration 32F: 3 clusters Score -283614.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Entering Unmasked Estep 
Score: -1965115.375000 Penalty: 2442.926270
	Iteration 0F: 2 clusters Score -1965115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1951684.500000 Penalty: 4885.852539
	Iteration 0F: 3 clusters Score -1951684 nChanged 8361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1956178.000000 Penalty: 4885.852539
	Iteration 1F: 3 clusters Score -1956178 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1956684.625000 Penalty: 4885.852539
	Iteration 2F: 3 clusters Score -1956685 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1957157.000000 Penalty: 4885.852539
	Iteration 3F: 3 clusters Score -1957157 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1957628.250000 Penalty: 4885.852539
	Iteration 4Q: 3 clusters Score -1957628 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1958167.125000 Penalty: 4885.852539
	Iteration 5Q: 3 clusters Score -1958167 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1958678.875000 Penalty: 4885.852539
	Iteration 6Q: 3 clusters Score -1958679 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1959152.875000 Penalty: 4885.852539
	Iteration 7Q: 3 clusters Score -1959153 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1959621.625000 Penalty: 4885.852539
	Iteration 8Q: 3 clusters Score -1959622 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1960064.000000 Penalty: 4885.852539
	Iteration 9Q: 3 clusters Score -1960064 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1960469.250000 Penalty: 4885.852539
	Iteration 10Q: 3 clusters Score -1960469 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1960842.875000 Penalty: 4885.852539
	Iteration 11Q: 3 clusters Score -1960843 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1961115.875000 Penalty: 4885.852539
	Iteration 12Q: 3 clusters Score -1961116 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1961284.000000 Penalty: 4885.852539
	Iteration 13Q: 3 clusters Score -1961284 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1961435.875000 Penalty: 4885.852539
	Iteration 14Q: 3 clusters Score -1961436 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1961579.125000 Penalty: 4885.852539
	Iteration 15Q: 3 clusters Score -1961579 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1961749.750000 Penalty: 4885.852539
	Iteration 16Q: 3 clusters Score -1961750 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1961959.125000 Penalty: 4885.852539
	Iteration 17Q: 3 clusters Score -1961959 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1962121.875000 Penalty: 4885.852539
	Iteration 18Q: 3 clusters Score -1962122 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1962277.875000 Penalty: 4885.852539
	Iteration 19Q: 3 clusters Score -1962278 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1962401.875000 Penalty: 4885.852539
	Iteration 20F: 3 clusters Score -1962402 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1962504.000000 Penalty: 4885.852539
	Iteration 21Q: 3 clusters Score -1962504 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1962592.000000 Penalty: 4885.852539
	Iteration 22Q: 3 clusters Score -1962592 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1962664.625000 Penalty: 4885.852539
	Iteration 23Q: 3 clusters Score -1962665 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1962719.625000 Penalty: 4885.852539
	Iteration 24Q: 3 clusters Score -1962720 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1962766.125000 Penalty: 4885.852539
	Iteration 25Q: 3 clusters Score -1962766 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1962804.125000 Penalty: 4885.852539
	Iteration 26Q: 3 clusters Score -1962804 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1962843.125000 Penalty: 4885.852539
	Iteration 27Q: 3 clusters Score -1962843 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1962884.500000 Penalty: 4885.852539
	Iteration 28Q: 3 clusters Score -1962884 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1962903.625000 Penalty: 4885.852539
	Iteration 29Q: 3 clusters Score -1962904 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1962932.625000 Penalty: 4885.852539
	Iteration 30Q: 3 clusters Score -1962933 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1962955.250000 Penalty: 4885.852539
	Iteration 31Q: 3 clusters Score -1962955 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1962981.500000 Penalty: 4885.852539
	Iteration 32Q: 3 clusters Score -1962982 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1963002.625000 Penalty: 4885.852539
	Iteration 33Q: 3 clusters Score -1963003 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1963011.875000 Penalty: 4885.852539
	Iteration 34Q: 3 clusters Score -1963012 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1963025.750000 Penalty: 4885.852539
	Iteration 35Q: 3 clusters Score -1963026 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1963048.875000 Penalty: 4885.852539
	Iteration 36Q: 3 clusters Score -1963049 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1963066.750000 Penalty: 4885.852539
	Iteration 37Q: 3 clusters Score -1963067 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1963083.875000 Penalty: 4885.852539
	Iteration 38Q: 3 clusters Score -1963084 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1963105.250000 Penalty: 4885.852539
	Iteration 39Q: 3 clusters Score -1963105 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1963134.250000 Penalty: 4885.852539
	Iteration 40F: 3 clusters Score -1963134 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1963146.625000 Penalty: 4885.852539
	Iteration 41Q: 3 clusters Score -1963147 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1963161.625000 Penalty: 4885.852539
	Iteration 42Q: 3 clusters Score -1963162 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1963185.250000 Penalty: 4885.852539
	Iteration 43Q: 3 clusters Score -1963185 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1963195.250000 Penalty: 4885.852539
	Iteration 44Q: 3 clusters Score -1963195 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1963200.875000 Penalty: 4885.852539
	Iteration 45Q: 3 clusters Score -1963201 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1963203.750000 Penalty: 4885.852539
	Iteration 46Q: 3 clusters Score -1963204 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1963215.750000 Penalty: 4885.852539
	Iteration 47Q: 3 clusters Score -1963216 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1963224.375000 Penalty: 4885.852539
	Iteration 48Q: 3 clusters Score -1963224 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1963230.625000 Penalty: 4885.852539
	Iteration 49Q: 3 clusters Score -1963231 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1963239.000000 Penalty: 4885.852539
	Iteration 50Q: 3 clusters Score -1963239 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1963249.250000 Penalty: 4885.852539
	Iteration 51Q: 3 clusters Score -1963249 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1963254.125000 Penalty: 4885.852539
	Iteration 52Q: 3 clusters Score -1963254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1963258.000000 Penalty: 4885.852539
	Iteration 53Q: 3 clusters Score -1963258 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1963260.375000 Penalty: 4885.852539
	Iteration 54Q: 3 clusters Score -1963260 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1963264.750000 Penalty: 4885.852539
	Iteration 55Q: 3 clusters Score -1963265 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1963271.000000 Penalty: 4885.852539
	Iteration 56Q: 3 clusters Score -1963271 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1963279.750000 Penalty: 4885.852539
	Iteration 57Q: 3 clusters Score -1963280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1963281.875000 Penalty: 4885.852539
	Iteration 58Q: 3 clusters Score -1963282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1963290.875000 Penalty: 4885.852539
	Iteration 59Q: 3 clusters Score -1963291 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1963298.125000 Penalty: 4885.852539
	Iteration 60F: 3 clusters Score -1963298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1963298.500000 Penalty: 4885.852539
	Iteration 61Q: 3 clusters Score -1963298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1963301.875000 Penalty: 4885.852539
	Iteration 62Q: 3 clusters Score -1963302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1963308.875000 Penalty: 4885.852539
	Iteration 63Q: 3 clusters Score -1963309 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1963311.625000 Penalty: 4885.852539
	Iteration 64Q: 3 clusters Score -1963312 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1963317.875000 Penalty: 4885.852539
	Iteration 65Q: 3 clusters Score -1963318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1963319.375000 Penalty: 4885.852539
	Iteration 66Q: 3 clusters Score -1963319 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1963324.000000 Penalty: 4885.852539
	Iteration 67Q: 3 clusters Score -1963324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1963324.000000 Penalty: 4885.852539
	Iteration 68Q: 3 clusters Score -1963324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1963329.375000 Penalty: 4885.852539
	Iteration 69Q: 3 clusters Score -1963329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1963332.750000 Penalty: 4885.852539
	Iteration 70Q: 3 clusters Score -1963333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1963333.875000 Penalty: 4885.852539
	Iteration 71Q: 3 clusters Score -1963334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1963338.375000 Penalty: 4885.852539
	Iteration 72Q: 3 clusters Score -1963338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1963337.500000 Penalty: 4885.852539
	Iteration 73Q: 3 clusters Score -1963338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1963344.750000 Penalty: 4885.852539
	Iteration 74Q: 3 clusters Score -1963345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1963343.250000 Penalty: 4885.852539
	Iteration 75Q: 3 clusters Score -1963343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1963341.125000 Penalty: 4885.852539
	Iteration 76Q: 3 clusters Score -1963341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1963343.625000 Penalty: 4885.852539
	Iteration 77Q: 3 clusters Score -1963344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1963343.500000 Penalty: 4885.852539
	Iteration 78Q: 3 clusters Score -1963344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1963342.125000 Penalty: 4885.852539
	Iteration 79Q: 3 clusters Score -1963342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1963345.750000 Penalty: 4885.852539
	Iteration 80F: 3 clusters Score -1963346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1963347.000000 Penalty: 4885.852539
	Iteration 81Q: 3 clusters Score -1963347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1963349.000000 Penalty: 4885.852539
	Iteration 82Q: 3 clusters Score -1963349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1963350.125000 Penalty: 4885.852539
	Iteration 83Q: 3 clusters Score -1963350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1963352.750000 Penalty: 4885.852539
	Iteration 84Q: 3 clusters Score -1963353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1963353.750000 Penalty: 4885.852539
	Iteration 85Q: 3 clusters Score -1963354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1963351.875000 Penalty: 4885.852539
	Iteration 86Q: 3 clusters Score -1963352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1963354.625000 Penalty: 4885.852539
	Iteration 87Q: 3 clusters Score -1963355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1963354.375000 Penalty: 4885.852539
	Iteration 88Q: 3 clusters Score -1963354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1963357.625000 Penalty: 4885.852539
	Iteration 89Q: 3 clusters Score -1963358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1963360.125000 Penalty: 4885.852539
	Iteration 90Q: 3 clusters Score -1963360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1963358.125000 Penalty: 4885.852539
	Iteration 91Q: 3 clusters Score -1963358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1963356.625000 Penalty: 4885.852539
	Iteration 92Q: 3 clusters Score -1963357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1963360.875000 Penalty: 4885.852539
	Iteration 93Q: 3 clusters Score -1963361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1963358.500000 Penalty: 4885.852539
	Iteration 94Q: 3 clusters Score -1963358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1963356.625000 Penalty: 4885.852539
	Iteration 95Q: 3 clusters Score -1963357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1963362.250000 Penalty: 4885.852539
	Iteration 96Q: 3 clusters Score -1963362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1963362.250000 Penalty: 4885.852539
	Iteration 97F: 3 clusters Score -1963362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Entering Unmasked Estep 
Score: -217008.421875 Penalty: 1892.113525
	Iteration 0F: 2 clusters Score -217008.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -214344.687500 Penalty: 3784.227051
	Iteration 0F: 3 clusters Score -214344.7 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -214793.546875 Penalty: 3784.227051
	Iteration 1F: 3 clusters Score -214793.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -214896.234375 Penalty: 3784.227051
	Iteration 2F: 3 clusters Score -214896.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -214954.625000 Penalty: 3784.227051
	Iteration 3Q: 3 clusters Score -214954.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -214998.421875 Penalty: 3784.227051
	Iteration 4Q: 3 clusters Score -214998.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -215029.953125 Penalty: 3784.227051
	Iteration 5Q: 3 clusters Score -215030 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -215055.875000 Penalty: 3784.227051
	Iteration 6Q: 3 clusters Score -215055.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -215076.125000 Penalty: 3784.227051
	Iteration 7Q: 3 clusters Score -215076.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -215090.359375 Penalty: 3784.227051
	Iteration 8Q: 3 clusters Score -215090.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -215106.500000 Penalty: 3784.227051
	Iteration 9Q: 3 clusters Score -215106.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -215125.078125 Penalty: 3784.227051
	Iteration 10Q: 3 clusters Score -215125.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -215138.343750 Penalty: 3784.227051
	Iteration 11Q: 3 clusters Score -215138.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -215145.875000 Penalty: 3784.227051
	Iteration 12Q: 3 clusters Score -215145.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -215153.375000 Penalty: 3784.227051
	Iteration 13Q: 3 clusters Score -215153.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -215162.000000 Penalty: 3784.227051
	Iteration 14Q: 3 clusters Score -215162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -215167.656250 Penalty: 3784.227051
	Iteration 15Q: 3 clusters Score -215167.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -215173.625000 Penalty: 3784.227051
	Iteration 16Q: 3 clusters Score -215173.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -215180.656250 Penalty: 3784.227051
	Iteration 17Q: 3 clusters Score -215180.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -215184.281250 Penalty: 3784.227051
	Iteration 18Q: 3 clusters Score -215184.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -215188.390625 Penalty: 3784.227051
	Iteration 19Q: 3 clusters Score -215188.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -215190.843750 Penalty: 3784.227051
	Iteration 20F: 3 clusters Score -215190.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -215190.984375 Penalty: 3784.227051
	Iteration 21Q: 3 clusters Score -215191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -215190.984375 Penalty: 3784.227051
	Iteration 22F: 3 clusters Score -215191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (102121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102121 members 
Entering Unmasked Estep 
Score: -11262764.000000 Penalty: 2860.410645
	Iteration 0F: 2 clusters Score -1.126276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50982 members 
Mstep: Class 2 contains 51139 members 
Entering Unmasked Estep 
Score: -11194431.000000 Penalty: 5720.821289
	Iteration 0F: 3 clusters Score -1.119443e+07 nChanged 48411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50131 members 
Mstep: Class 2 contains 51990 members 
Entering Unmasked Estep 
Score: -11222294.000000 Penalty: 5720.821289
	Iteration 1F: 3 clusters Score -1.122229e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49599 members 
Mstep: Class 2 contains 52522 members 
Entering Unmasked Estep 
Score: -11223188.000000 Penalty: 5720.821289
	Iteration 2Q: 3 clusters Score -1.122319e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48725 members 
Mstep: Class 2 contains 53396 members 
Entering Unmasked Estep 
Score: -11224202.000000 Penalty: 5720.821289
	Iteration 3Q: 3 clusters Score -1.12242e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47297 members 
Mstep: Class 2 contains 54824 members 
Entering Unmasked Estep 
Score: -11225262.000000 Penalty: 5720.821289
	Iteration 4Q: 3 clusters Score -1.122526e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45177 members 
Mstep: Class 2 contains 56944 members 
Entering Unmasked Estep 
Score: -11226776.000000 Penalty: 5720.821289
	Iteration 5Q: 3 clusters Score -1.122678e+07 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 59889 members 
Entering Unmasked Estep 
Score: -11228909.000000 Penalty: 5720.821289
	Iteration 6Q: 3 clusters Score -1.122891e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38424 members 
Mstep: Class 2 contains 63697 members 
Entering Unmasked Estep 
Score: -11231693.000000 Penalty: 5720.821289
	Iteration 7F: 3 clusters Score -1.123169e+07 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 68279 members 
Entering Unmasked Estep 
Score: -11235376.000000 Penalty: 5720.821289
	Iteration 8F: 3 clusters Score -1.123538e+07 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 73173 members 
Entering Unmasked Estep 
Score: -11239972.000000 Penalty: 5720.821289
	Iteration 9F: 3 clusters Score -1.123997e+07 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 77782 members 
Entering Unmasked Estep 
Score: -11244296.000000 Penalty: 5720.821289
	Iteration 10F: 3 clusters Score -1.12443e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 81516 members 
Entering Unmasked Estep 
Score: -11247896.000000 Penalty: 5720.821289
	Iteration 11Q: 3 clusters Score -1.12479e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 84473 members 
Entering Unmasked Estep 
Score: -11250429.000000 Penalty: 5720.821289
	Iteration 12Q: 3 clusters Score -1.125043e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 86884 members 
Entering Unmasked Estep 
Score: -11252155.000000 Penalty: 5720.821289
	Iteration 13Q: 3 clusters Score -1.125216e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 89014 members 
Entering Unmasked Estep 
Score: -11253496.000000 Penalty: 5720.821289
	Iteration 14Q: 3 clusters Score -1.12535e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 90837 members 
Entering Unmasked Estep 
Score: -11254719.000000 Penalty: 5720.821289
	Iteration 15Q: 3 clusters Score -1.125472e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 92418 members 
Entering Unmasked Estep 
Score: -11255778.000000 Penalty: 5720.821289
	Iteration 16Q: 3 clusters Score -1.125578e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 93811 members 
Entering Unmasked Estep 
Score: -11256683.000000 Penalty: 5720.821289
	Iteration 17Q: 3 clusters Score -1.125668e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 94947 members 
Entering Unmasked Estep 
Score: -11257406.000000 Penalty: 5720.821289
	Iteration 18Q: 3 clusters Score -1.125741e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 95884 members 
Entering Unmasked Estep 
Score: -11257985.000000 Penalty: 5720.821289
	Iteration 19Q: 3 clusters Score -1.125798e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 96697 members 
Entering Unmasked Estep 
Score: -11258474.000000 Penalty: 5720.821289
	Iteration 20F: 3 clusters Score -1.125847e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 97352 members 
Entering Unmasked Estep 
Score: -11258853.000000 Penalty: 5720.821289
	Iteration 21Q: 3 clusters Score -1.125885e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 97930 members 
Entering Unmasked Estep 
Score: -11259168.000000 Penalty: 5720.821289
	Iteration 22Q: 3 clusters Score -1.125917e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 98416 members 
Entering Unmasked Estep 
Score: -11259421.000000 Penalty: 5720.821289
	Iteration 23Q: 3 clusters Score -1.125942e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 98801 members 
Entering Unmasked Estep 
Score: -11259677.000000 Penalty: 5720.821289
	Iteration 24Q: 3 clusters Score -1.125968e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 99089 members 
Entering Unmasked Estep 
Score: -11259864.000000 Penalty: 5720.821289
	Iteration 25Q: 3 clusters Score -1.125986e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 99341 members 
Entering Unmasked Estep 
Score: -11259942.000000 Penalty: 5720.821289
	Iteration 26Q: 3 clusters Score -1.125994e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 99572 members 
Entering Unmasked Estep 
Score: -11260088.000000 Penalty: 5720.821289
	Iteration 27Q: 3 clusters Score -1.126009e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 99732 members 
Entering Unmasked Estep 
Score: -11260131.000000 Penalty: 5720.821289
	Iteration 28Q: 3 clusters Score -1.126013e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 99878 members 
Entering Unmasked Estep 
Score: -11260233.000000 Penalty: 5720.821289
	Iteration 29Q: 3 clusters Score -1.126023e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 99997 members 
Entering Unmasked Estep 
Score: -11260332.000000 Penalty: 5720.821289
	Iteration 30Q: 3 clusters Score -1.126033e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 100118 members 
Entering Unmasked Estep 
Score: -11260377.000000 Penalty: 5720.821289
	Iteration 31Q: 3 clusters Score -1.126038e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 100199 members 
Entering Unmasked Estep 
Score: -11260398.000000 Penalty: 5720.821289
	Iteration 32Q: 3 clusters Score -1.12604e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 100278 members 
Entering Unmasked Estep 
Score: -11260439.000000 Penalty: 5720.821289
	Iteration 33Q: 3 clusters Score -1.126044e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 100344 members 
Entering Unmasked Estep 
Score: -11260475.000000 Penalty: 5720.821289
	Iteration 34Q: 3 clusters Score -1.126048e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 100408 members 
Entering Unmasked Estep 
Score: -11260510.000000 Penalty: 5720.821289
	Iteration 35Q: 3 clusters Score -1.126051e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 100462 members 
Entering Unmasked Estep 
Score: -11260525.000000 Penalty: 5720.821289
	Iteration 36Q: 3 clusters Score -1.126052e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 100495 members 
Entering Unmasked Estep 
Score: -11260545.000000 Penalty: 5720.821289
	Iteration 37Q: 3 clusters Score -1.126054e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 100532 members 
Entering Unmasked Estep 
Score: -11260567.000000 Penalty: 5720.821289
	Iteration 38Q: 3 clusters Score -1.126057e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 100568 members 
Entering Unmasked Estep 
Score: -11260580.000000 Penalty: 5720.821289
	Iteration 39Q: 3 clusters Score -1.126058e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 100601 members 
Entering Unmasked Estep 
Score: -11260599.000000 Penalty: 5720.821289
	Iteration 40F: 3 clusters Score -1.12606e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 100628 members 
Entering Unmasked Estep 
Score: -11260612.000000 Penalty: 5720.821289
	Iteration 41Q: 3 clusters Score -1.126061e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 100655 members 
Entering Unmasked Estep 
Score: -11260620.000000 Penalty: 5720.821289
	Iteration 42Q: 3 clusters Score -1.126062e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 100681 members 
Entering Unmasked Estep 
Score: -11260633.000000 Penalty: 5720.821289
	Iteration 43Q: 3 clusters Score -1.126063e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 100701 members 
Entering Unmasked Estep 
Score: -11260661.000000 Penalty: 5720.821289
	Iteration 44Q: 3 clusters Score -1.126066e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 100718 members 
Entering Unmasked Estep 
Score: -11260670.000000 Penalty: 5720.821289
	Iteration 45Q: 3 clusters Score -1.126067e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 100729 members 
Entering Unmasked Estep 
Score: -11260668.000000 Penalty: 5720.821289
	Iteration 46Q: 3 clusters Score -1.126067e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 100738 members 
Entering Unmasked Estep 
Score: -11260674.000000 Penalty: 5720.821289
	Iteration 47Q: 3 clusters Score -1.126067e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 100749 members 
Entering Unmasked Estep 
Score: -11260667.000000 Penalty: 5720.821289
	Iteration 48Q: 3 clusters Score -1.126067e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 100757 members 
Entering Unmasked Estep 
Score: -11260684.000000 Penalty: 5720.821289
	Iteration 49Q: 3 clusters Score -1.126068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 100760 members 
Entering Unmasked Estep 
Score: -11260701.000000 Penalty: 5720.821289
	Iteration 50Q: 3 clusters Score -1.12607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 100761 members 
Entering Unmasked Estep 
Score: -11260693.000000 Penalty: 5720.821289
	Iteration 51Q: 3 clusters Score -1.126069e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 100760 members 
Entering Unmasked Estep 
Score: -11260700.000000 Penalty: 5720.821289
	Iteration 52Q: 3 clusters Score -1.12607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 100761 members 
Entering Unmasked Estep 
Score: -11260693.000000 Penalty: 5720.821289
	Iteration 53Q: 3 clusters Score -1.126069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 100764 members 
Entering Unmasked Estep 
Score: -11260701.000000 Penalty: 5720.821289
	Iteration 54Q: 3 clusters Score -1.12607e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 100769 members 
Entering Unmasked Estep 
Score: -11260695.000000 Penalty: 5720.821289
	Iteration 55Q: 3 clusters Score -1.12607e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 100769 members 
Entering Unmasked Estep 
Score: -11260695.000000 Penalty: 5720.821289
	Iteration 56F: 3 clusters Score -1.12607e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (36152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Entering Unmasked Estep 
Score: -3679064.750000 Penalty: 2602.880859
	Iteration 0F: 2 clusters Score -3679065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -3654532.750000 Penalty: 5205.761719
	Iteration 0F: 3 clusters Score -3654533 nChanged 16366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -3663937.750000 Penalty: 5205.761719
	Iteration 1F: 3 clusters Score -3663938 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -3665207.000000 Penalty: 5205.761719
	Iteration 2F: 3 clusters Score -3665207 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -3666681.000000 Penalty: 5205.761719
	Iteration 3F: 3 clusters Score -3666681 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -3668072.750000 Penalty: 5205.761719
	Iteration 4F: 3 clusters Score -3668073 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -3669348.500000 Penalty: 5205.761719
	Iteration 5F: 3 clusters Score -3669348 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -3670589.500000 Penalty: 5205.761719
	Iteration 6F: 3 clusters Score -3670590 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -3671742.250000 Penalty: 5205.761719
	Iteration 7F: 3 clusters Score -3671742 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -3672714.750000 Penalty: 5205.761719
	Iteration 8Q: 3 clusters Score -3672715 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -3673608.000000 Penalty: 5205.761719
	Iteration 9Q: 3 clusters Score -3673608 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -3674291.250000 Penalty: 5205.761719
	Iteration 10Q: 3 clusters Score -3674291 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -3674820.750000 Penalty: 5205.761719
	Iteration 11Q: 3 clusters Score -3674821 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -3675195.250000 Penalty: 5205.761719
	Iteration 12Q: 3 clusters Score -3675195 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -3675501.500000 Penalty: 5205.761719
	Iteration 13Q: 3 clusters Score -3675502 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -3675768.250000 Penalty: 5205.761719
	Iteration 14Q: 3 clusters Score -3675768 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -3675980.250000 Penalty: 5205.761719
	Iteration 15Q: 3 clusters Score -3675980 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -3676174.500000 Penalty: 5205.761719
	Iteration 16Q: 3 clusters Score -3676174 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -3676359.000000 Penalty: 5205.761719
	Iteration 17Q: 3 clusters Score -3676359 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -3676526.750000 Penalty: 5205.761719
	Iteration 18Q: 3 clusters Score -3676527 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -3676656.500000 Penalty: 5205.761719
	Iteration 19Q: 3 clusters Score -3676656 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -3676746.250000 Penalty: 5205.761719
	Iteration 20F: 3 clusters Score -3676746 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -3676823.250000 Penalty: 5205.761719
	Iteration 21Q: 3 clusters Score -3676823 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -3676872.000000 Penalty: 5205.761719
	Iteration 22Q: 3 clusters Score -3676872 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -3676943.000000 Penalty: 5205.761719
	Iteration 23Q: 3 clusters Score -3676943 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 29830 members 
Entering Unmasked Estep 
Score: -3676976.250000 Penalty: 5205.761719
	Iteration 24Q: 3 clusters Score -3676976 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -3677030.250000 Penalty: 5205.761719
	Iteration 25Q: 3 clusters Score -3677030 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -3677084.750000 Penalty: 5205.761719
	Iteration 26Q: 3 clusters Score -3677085 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -3677127.500000 Penalty: 5205.761719
	Iteration 27Q: 3 clusters Score -3677128 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -3677179.750000 Penalty: 5205.761719
	Iteration 28Q: 3 clusters Score -3677180 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 30846 members 
Entering Unmasked Estep 
Score: -3677214.250000 Penalty: 5205.761719
	Iteration 29Q: 3 clusters Score -3677214 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 31004 members 
Entering Unmasked Estep 
Score: -3677257.500000 Penalty: 5205.761719
	Iteration 30Q: 3 clusters Score -3677258 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 31136 members 
Entering Unmasked Estep 
Score: -3677290.500000 Penalty: 5205.761719
	Iteration 31Q: 3 clusters Score -3677290 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
Score: -3677318.000000 Penalty: 5205.761719
	Iteration 32Q: 3 clusters Score -3677318 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -3677334.000000 Penalty: 5205.761719
	Iteration 33Q: 3 clusters Score -3677334 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -3677338.500000 Penalty: 5205.761719
	Iteration 34Q: 3 clusters Score -3677338 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -3677357.000000 Penalty: 5205.761719
	Iteration 35Q: 3 clusters Score -3677357 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -3677385.750000 Penalty: 5205.761719
	Iteration 36Q: 3 clusters Score -3677386 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -3677394.500000 Penalty: 5205.761719
	Iteration 37Q: 3 clusters Score -3677394 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -3677411.000000 Penalty: 5205.761719
	Iteration 38Q: 3 clusters Score -3677411 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -3677419.000000 Penalty: 5205.761719
	Iteration 39Q: 3 clusters Score -3677419 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
Score: -3677451.500000 Penalty: 5205.761719
	Iteration 40F: 3 clusters Score -3677452 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -3677467.750000 Penalty: 5205.761719
	Iteration 41Q: 3 clusters Score -3677468 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -3677484.250000 Penalty: 5205.761719
	Iteration 42Q: 3 clusters Score -3677484 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -3677492.500000 Penalty: 5205.761719
	Iteration 43Q: 3 clusters Score -3677492 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -3677525.750000 Penalty: 5205.761719
	Iteration 44Q: 3 clusters Score -3677526 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 32393 members 
Entering Unmasked Estep 
Score: -3677542.000000 Penalty: 5205.761719
	Iteration 45Q: 3 clusters Score -3677542 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -3677547.250000 Penalty: 5205.761719
	Iteration 46Q: 3 clusters Score -3677547 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -3677559.750000 Penalty: 5205.761719
	Iteration 47Q: 3 clusters Score -3677560 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -3677560.500000 Penalty: 5205.761719
	Iteration 48Q: 3 clusters Score -3677560 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -3677574.000000 Penalty: 5205.761719
	Iteration 49Q: 3 clusters Score -3677574 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 32655 members 
Entering Unmasked Estep 
Score: -3677581.250000 Penalty: 5205.761719
	Iteration 50Q: 3 clusters Score -3677581 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 32703 members 
Entering Unmasked Estep 
Score: -3677580.250000 Penalty: 5205.761719
	Iteration 51Q: 3 clusters Score -3677580 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -3677594.500000 Penalty: 5205.761719
	Iteration 52Q: 3 clusters Score -3677594 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -3677609.250000 Penalty: 5205.761719
	Iteration 53Q: 3 clusters Score -3677609 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -3677610.500000 Penalty: 5205.761719
	Iteration 54Q: 3 clusters Score -3677610 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -3677624.750000 Penalty: 5205.761719
	Iteration 55Q: 3 clusters Score -3677625 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -3677639.250000 Penalty: 5205.761719
	Iteration 56Q: 3 clusters Score -3677639 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -3677637.750000 Penalty: 5205.761719
	Iteration 57Q: 3 clusters Score -3677638 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 32992 members 
Entering Unmasked Estep 
Score: -3677641.000000 Penalty: 5205.761719
	Iteration 58Q: 3 clusters Score -3677641 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -3677663.500000 Penalty: 5205.761719
	Iteration 59Q: 3 clusters Score -3677664 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 33067 members 
Entering Unmasked Estep 
Score: -3677666.750000 Penalty: 5205.761719
	Iteration 60F: 3 clusters Score -3677667 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
Score: -3677679.000000 Penalty: 5205.761719
	Iteration 61Q: 3 clusters Score -3677679 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -3677683.000000 Penalty: 5205.761719
	Iteration 62Q: 3 clusters Score -3677683 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -3677684.750000 Penalty: 5205.761719
	Iteration 63Q: 3 clusters Score -3677685 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -3677691.000000 Penalty: 5205.761719
	Iteration 64Q: 3 clusters Score -3677691 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -3677697.000000 Penalty: 5205.761719
	Iteration 65Q: 3 clusters Score -3677697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -3677695.000000 Penalty: 5205.761719
	Iteration 66Q: 3 clusters Score -3677695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 33210 members 
Entering Unmasked Estep 
Score: -3677691.500000 Penalty: 5205.761719
	Iteration 67Q: 3 clusters Score -3677692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -3677693.000000 Penalty: 5205.761719
	Iteration 68Q: 3 clusters Score -3677693 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -3677698.750000 Penalty: 5205.761719
	Iteration 69Q: 3 clusters Score -3677699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -3677702.750000 Penalty: 5205.761719
	Iteration 70Q: 3 clusters Score -3677703 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -3677709.750000 Penalty: 5205.761719
	Iteration 71Q: 3 clusters Score -3677710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -3677705.250000 Penalty: 5205.761719
	Iteration 72Q: 3 clusters Score -3677705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -3677710.750000 Penalty: 5205.761719
	Iteration 73Q: 3 clusters Score -3677711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 33299 members 
Entering Unmasked Estep 
Score: -3677708.500000 Penalty: 5205.761719
	Iteration 74Q: 3 clusters Score -3677708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 33308 members 
Entering Unmasked Estep 
Score: -3677713.750000 Penalty: 5205.761719
	Iteration 75Q: 3 clusters Score -3677714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -3677715.000000 Penalty: 5205.761719
	Iteration 76Q: 3 clusters Score -3677715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 33314 members 
Entering Unmasked Estep 
Score: -3677716.500000 Penalty: 5205.761719
	Iteration 77Q: 3 clusters Score -3677716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 33316 members 
Entering Unmasked Estep 
Score: -3677712.500000 Penalty: 5205.761719
	Iteration 78Q: 3 clusters Score -3677712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -3677718.500000 Penalty: 5205.761719
	Iteration 79Q: 3 clusters Score -3677718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 33319 members 
Entering Unmasked Estep 
Score: -3677714.000000 Penalty: 5205.761719
	Iteration 80F: 3 clusters Score -3677714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Entering Unmasked Estep 
Score: -1517700.750000 Penalty: 2363.104736
	Iteration 0F: 2 clusters Score -1517701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1507578.625000 Penalty: 4726.209473
	Iteration 0F: 3 clusters Score -1507579 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1510621.125000 Penalty: 4726.209473
	Iteration 1F: 3 clusters Score -1510621 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1511003.000000 Penalty: 4726.209473
	Iteration 2F: 3 clusters Score -1511003 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1511328.375000 Penalty: 4726.209473
	Iteration 3F: 3 clusters Score -1511328 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1511704.375000 Penalty: 4726.209473
	Iteration 4F: 3 clusters Score -1511704 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1512128.875000 Penalty: 4726.209473
	Iteration 5F: 3 clusters Score -1512129 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1512579.125000 Penalty: 4726.209473
	Iteration 6F: 3 clusters Score -1512579 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1513124.125000 Penalty: 4726.209473
	Iteration 7F: 3 clusters Score -1513124 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1513764.125000 Penalty: 4726.209473
	Iteration 8F: 3 clusters Score -1513764 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1514292.625000 Penalty: 4726.209473
	Iteration 9Q: 3 clusters Score -1514293 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1514711.875000 Penalty: 4726.209473
	Iteration 10Q: 3 clusters Score -1514712 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -1515006.875000 Penalty: 4726.209473
	Iteration 11Q: 3 clusters Score -1515007 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1515209.750000 Penalty: 4726.209473
	Iteration 12Q: 3 clusters Score -1515210 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -1515354.000000 Penalty: 4726.209473
	Iteration 13Q: 3 clusters Score -1515354 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -1515445.000000 Penalty: 4726.209473
	Iteration 14Q: 3 clusters Score -1515445 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -1515505.625000 Penalty: 4726.209473
	Iteration 15Q: 3 clusters Score -1515506 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -1515552.875000 Penalty: 4726.209473
	Iteration 16Q: 3 clusters Score -1515553 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -1515587.250000 Penalty: 4726.209473
	Iteration 17Q: 3 clusters Score -1515587 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -1515614.750000 Penalty: 4726.209473
	Iteration 18Q: 3 clusters Score -1515615 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -1515636.250000 Penalty: 4726.209473
	Iteration 19Q: 3 clusters Score -1515636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1515648.750000 Penalty: 4726.209473
	Iteration 20F: 3 clusters Score -1515649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1515660.500000 Penalty: 4726.209473
	Iteration 21Q: 3 clusters Score -1515660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -1515665.125000 Penalty: 4726.209473
	Iteration 22Q: 3 clusters Score -1515665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1515668.250000 Penalty: 4726.209473
	Iteration 23Q: 3 clusters Score -1515668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -1515675.625000 Penalty: 4726.209473
	Iteration 24Q: 3 clusters Score -1515676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -1515679.250000 Penalty: 4726.209473
	Iteration 25Q: 3 clusters Score -1515679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1515678.625000 Penalty: 4726.209473
	Iteration 26Q: 3 clusters Score -1515679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1515683.500000 Penalty: 4726.209473
	Iteration 27Q: 3 clusters Score -1515684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -1515684.250000 Penalty: 4726.209473
	Iteration 28Q: 3 clusters Score -1515684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -1515686.875000 Penalty: 4726.209473
	Iteration 29Q: 3 clusters Score -1515687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1515685.625000 Penalty: 4726.209473
	Iteration 30Q: 3 clusters Score -1515686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1515685.625000 Penalty: 4726.209473
	Iteration 31F: 3 clusters Score -1515686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Entering Unmasked Estep 
Score: -827580.000000 Penalty: 2216.038818
	Iteration 0F: 2 clusters Score -827580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -821369.187500 Penalty: 4432.077637
	Iteration 0F: 3 clusters Score -821369.2 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -823080.562500 Penalty: 4432.077637
	Iteration 1F: 3 clusters Score -823080.6 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -823347.250000 Penalty: 4432.077637
	Iteration 2F: 3 clusters Score -823347.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -823528.937500 Penalty: 4432.077637
	Iteration 3F: 3 clusters Score -823528.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -823665.812500 Penalty: 4432.077637
	Iteration 4Q: 3 clusters Score -823665.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -823786.375000 Penalty: 4432.077637
	Iteration 5Q: 3 clusters Score -823786.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -823897.750000 Penalty: 4432.077637
	Iteration 6Q: 3 clusters Score -823897.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -824013.750000 Penalty: 4432.077637
	Iteration 7Q: 3 clusters Score -824013.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -824138.187500 Penalty: 4432.077637
	Iteration 8Q: 3 clusters Score -824138.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -824269.500000 Penalty: 4432.077637
	Iteration 9Q: 3 clusters Score -824269.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -824407.500000 Penalty: 4432.077637
	Iteration 10Q: 3 clusters Score -824407.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -824555.062500 Penalty: 4432.077637
	Iteration 11Q: 3 clusters Score -824555.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -824700.125000 Penalty: 4432.077637
	Iteration 12Q: 3 clusters Score -824700.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -824864.750000 Penalty: 4432.077637
	Iteration 13Q: 3 clusters Score -824864.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -825033.750000 Penalty: 4432.077637
	Iteration 14Q: 3 clusters Score -825033.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -825178.937500 Penalty: 4432.077637
	Iteration 15Q: 3 clusters Score -825178.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -825309.125000 Penalty: 4432.077637
	Iteration 16Q: 3 clusters Score -825309.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -825405.312500 Penalty: 4432.077637
	Iteration 17Q: 3 clusters Score -825405.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -825476.125000 Penalty: 4432.077637
	Iteration 18Q: 3 clusters Score -825476.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -825540.312500 Penalty: 4432.077637
	Iteration 19Q: 3 clusters Score -825540.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -825589.625000 Penalty: 4432.077637
	Iteration 20F: 3 clusters Score -825589.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -825623.250000 Penalty: 4432.077637
	Iteration 21Q: 3 clusters Score -825623.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -825659.000000 Penalty: 4432.077637
	Iteration 22Q: 3 clusters Score -825659 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -825693.125000 Penalty: 4432.077637
	Iteration 23Q: 3 clusters Score -825693.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -825719.312500 Penalty: 4432.077637
	Iteration 24Q: 3 clusters Score -825719.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -825736.562500 Penalty: 4432.077637
	Iteration 25Q: 3 clusters Score -825736.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -825752.062500 Penalty: 4432.077637
	Iteration 26Q: 3 clusters Score -825752.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -825765.625000 Penalty: 4432.077637
	Iteration 27Q: 3 clusters Score -825765.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -825771.437500 Penalty: 4432.077637
	Iteration 28Q: 3 clusters Score -825771.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -825774.187500 Penalty: 4432.077637
	Iteration 29Q: 3 clusters Score -825774.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -825777.687500 Penalty: 4432.077637
	Iteration 30Q: 3 clusters Score -825777.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -825780.125000 Penalty: 4432.077637
	Iteration 31Q: 3 clusters Score -825780.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -825781.687500 Penalty: 4432.077637
	Iteration 32Q: 3 clusters Score -825781.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -825781.937500 Penalty: 4432.077637
	Iteration 33Q: 3 clusters Score -825781.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -825781.937500 Penalty: 4432.077637
	Iteration 34F: 3 clusters Score -825781.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (183842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183842 members 
Entering Unmasked Estep 
Score: -20455628.000000 Penalty: 3006.214355
	Iteration 0F: 2 clusters Score -2.045563e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92039 members 
Mstep: Class 2 contains 91803 members 
Entering Unmasked Estep 
Score: -20341056.000000 Penalty: 6012.428711
	Iteration 0F: 3 clusters Score -2.034106e+07 nChanged 88023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94018 members 
Mstep: Class 2 contains 89824 members 
Entering Unmasked Estep 
Score: -20392376.000000 Penalty: 6012.428711
	Iteration 1F: 3 clusters Score -2.039238e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95312 members 
Mstep: Class 2 contains 88530 members 
Entering Unmasked Estep 
Score: -20393480.000000 Penalty: 6012.428711
	Iteration 2Q: 3 clusters Score -2.039348e+07 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97454 members 
Mstep: Class 2 contains 86388 members 
Entering Unmasked Estep 
Score: -20394764.000000 Penalty: 6012.428711
	Iteration 3Q: 3 clusters Score -2.039476e+07 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100673 members 
Mstep: Class 2 contains 83169 members 
Entering Unmasked Estep 
Score: -20396494.000000 Penalty: 6012.428711
	Iteration 4Q: 3 clusters Score -2.039649e+07 nChanged 7685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105390 members 
Mstep: Class 2 contains 78452 members 
Entering Unmasked Estep 
Score: -20399220.000000 Penalty: 6012.428711
	Iteration 5Q: 3 clusters Score -2.039922e+07 nChanged 9137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112013 members 
Mstep: Class 2 contains 71829 members 
Entering Unmasked Estep 
Score: -20403296.000000 Penalty: 6012.428711
	Iteration 6Q: 3 clusters Score -2.04033e+07 nChanged 10683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120694 members 
Mstep: Class 2 contains 63148 members 
Entering Unmasked Estep 
Score: -20409448.000000 Penalty: 6012.428711
	Iteration 7F: 3 clusters Score -2.040945e+07 nChanged 11930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130962 members 
Mstep: Class 2 contains 52880 members 
Entering Unmasked Estep 
Score: -20417168.000000 Penalty: 6012.428711
	Iteration 8F: 3 clusters Score -2.041717e+07 nChanged 11718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141674 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -20425584.000000 Penalty: 6012.428711
	Iteration 9F: 3 clusters Score -2.042558e+07 nChanged 10618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151746 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -20433886.000000 Penalty: 6012.428711
	Iteration 10F: 3 clusters Score -2.043389e+07 nChanged 8605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160055 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -20440268.000000 Penalty: 6012.428711
	Iteration 11Q: 3 clusters Score -2.044027e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166107 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -20444194.000000 Penalty: 6012.428711
	Iteration 12Q: 3 clusters Score -2.044419e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170332 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -20446950.000000 Penalty: 6012.428711
	Iteration 13Q: 3 clusters Score -2.044695e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173214 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -20448800.000000 Penalty: 6012.428711
	Iteration 14Q: 3 clusters Score -2.04488e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175366 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -20449874.000000 Penalty: 6012.428711
	Iteration 15Q: 3 clusters Score -2.044987e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177021 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -20450648.000000 Penalty: 6012.428711
	Iteration 16Q: 3 clusters Score -2.045065e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178299 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -20451342.000000 Penalty: 6012.428711
	Iteration 17Q: 3 clusters Score -2.045134e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179265 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -20451786.000000 Penalty: 6012.428711
	Iteration 18Q: 3 clusters Score -2.045179e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180025 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -20452196.000000 Penalty: 6012.428711
	Iteration 19Q: 3 clusters Score -2.04522e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180590 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -20452480.000000 Penalty: 6012.428711
	Iteration 20F: 3 clusters Score -2.045248e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181012 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -20452650.000000 Penalty: 6012.428711
	Iteration 21Q: 3 clusters Score -2.045265e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181314 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -20452832.000000 Penalty: 6012.428711
	Iteration 22Q: 3 clusters Score -2.045283e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181530 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -20452934.000000 Penalty: 6012.428711
	Iteration 23Q: 3 clusters Score -2.045293e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181718 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -20453064.000000 Penalty: 6012.428711
	Iteration 24Q: 3 clusters Score -2.045306e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181865 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -20453110.000000 Penalty: 6012.428711
	Iteration 25Q: 3 clusters Score -2.045311e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181979 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -20453200.000000 Penalty: 6012.428711
	Iteration 26Q: 3 clusters Score -2.04532e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182064 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -20453184.000000 Penalty: 6012.428711
	Iteration 27Q: 3 clusters Score -2.045318e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182134 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -20453224.000000 Penalty: 6012.428711
	Iteration 28Q: 3 clusters Score -2.045322e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182190 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -20453228.000000 Penalty: 6012.428711
	Iteration 29Q: 3 clusters Score -2.045323e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182241 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -20453250.000000 Penalty: 6012.428711
	Iteration 30Q: 3 clusters Score -2.045325e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182279 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -20453248.000000 Penalty: 6012.428711
	Iteration 31Q: 3 clusters Score -2.045325e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182315 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -20453272.000000 Penalty: 6012.428711
	Iteration 32Q: 3 clusters Score -2.045327e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182340 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -20453262.000000 Penalty: 6012.428711
	Iteration 33Q: 3 clusters Score -2.045326e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182362 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -20453292.000000 Penalty: 6012.428711
	Iteration 34Q: 3 clusters Score -2.045329e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182374 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -20453288.000000 Penalty: 6012.428711
	Iteration 35Q: 3 clusters Score -2.045329e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182391 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -20453290.000000 Penalty: 6012.428711
	Iteration 36Q: 3 clusters Score -2.045329e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182410 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -20453304.000000 Penalty: 6012.428711
	Iteration 37Q: 3 clusters Score -2.04533e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182437 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -20453330.000000 Penalty: 6012.428711
	Iteration 38Q: 3 clusters Score -2.045333e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182461 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -20453352.000000 Penalty: 6012.428711
	Iteration 39Q: 3 clusters Score -2.045335e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182475 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -20453364.000000 Penalty: 6012.428711
	Iteration 40F: 3 clusters Score -2.045336e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182484 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -20453342.000000 Penalty: 6012.428711
	Iteration 41Q: 3 clusters Score -2.045334e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182487 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -20453366.000000 Penalty: 6012.428711
	Iteration 42Q: 3 clusters Score -2.045337e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182501 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -20453384.000000 Penalty: 6012.428711
	Iteration 43Q: 3 clusters Score -2.045338e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182509 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -20453376.000000 Penalty: 6012.428711
	Iteration 44Q: 3 clusters Score -2.045338e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182521 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -20453360.000000 Penalty: 6012.428711
	Iteration 45Q: 3 clusters Score -2.045336e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182526 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -20453342.000000 Penalty: 6012.428711
	Iteration 46Q: 3 clusters Score -2.045334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182530 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -20453360.000000 Penalty: 6012.428711
	Iteration 47Q: 3 clusters Score -2.045336e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182536 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -20453362.000000 Penalty: 6012.428711
	Iteration 48Q: 3 clusters Score -2.045336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182540 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -20453360.000000 Penalty: 6012.428711
	Iteration 49Q: 3 clusters Score -2.045336e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182540 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -20453366.000000 Penalty: 6012.428711
	Iteration 50Q: 3 clusters Score -2.045337e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182542 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -20453370.000000 Penalty: 6012.428711
	Iteration 51Q: 3 clusters Score -2.045337e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182547 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -20453390.000000 Penalty: 6012.428711
	Iteration 52Q: 3 clusters Score -2.045339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182550 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -20453388.000000 Penalty: 6012.428711
	Iteration 53Q: 3 clusters Score -2.045339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182553 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -20453384.000000 Penalty: 6012.428711
	Iteration 54Q: 3 clusters Score -2.045338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182553 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -20453368.000000 Penalty: 6012.428711
	Iteration 55Q: 3 clusters Score -2.045337e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182557 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -20453368.000000 Penalty: 6012.428711
	Iteration 56Q: 3 clusters Score -2.045337e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182559 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -20453376.000000 Penalty: 6012.428711
	Iteration 57Q: 3 clusters Score -2.045338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182559 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -20453374.000000 Penalty: 6012.428711
	Iteration 58Q: 3 clusters Score -2.045337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182559 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -20453366.000000 Penalty: 6012.428711
	Iteration 59Q: 3 clusters Score -2.045337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182561 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -20453386.000000 Penalty: 6012.428711
	Iteration 60F: 3 clusters Score -2.045339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182562 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -20453384.000000 Penalty: 6012.428711
	Iteration 61Q: 3 clusters Score -2.045338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182564 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -20453376.000000 Penalty: 6012.428711
	Iteration 62Q: 3 clusters Score -2.045338e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182564 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -20453376.000000 Penalty: 6012.428711
	Iteration 63F: 3 clusters Score -2.045338e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Entering Unmasked Estep 
Score: -1496920.125000 Penalty: 2390.423828
	Iteration 0F: 2 clusters Score -1496920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1485920.750000 Penalty: 4780.847656
	Iteration 0F: 3 clusters Score -1485921 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1489684.750000 Penalty: 4780.847656
	Iteration 1F: 3 clusters Score -1489685 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1490228.250000 Penalty: 4780.847656
	Iteration 2F: 3 clusters Score -1490228 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1490710.500000 Penalty: 4780.847656
	Iteration 3F: 3 clusters Score -1490710 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1491157.750000 Penalty: 4780.847656
	Iteration 4F: 3 clusters Score -1491158 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1491586.500000 Penalty: 4780.847656
	Iteration 5F: 3 clusters Score -1491586 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1492007.500000 Penalty: 4780.847656
	Iteration 6Q: 3 clusters Score -1492008 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1492405.750000 Penalty: 4780.847656
	Iteration 7Q: 3 clusters Score -1492406 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1492798.250000 Penalty: 4780.847656
	Iteration 8Q: 3 clusters Score -1492798 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1493187.625000 Penalty: 4780.847656
	Iteration 9Q: 3 clusters Score -1493188 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1493517.625000 Penalty: 4780.847656
	Iteration 10Q: 3 clusters Score -1493518 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1493803.250000 Penalty: 4780.847656
	Iteration 11Q: 3 clusters Score -1493803 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1494027.375000 Penalty: 4780.847656
	Iteration 12Q: 3 clusters Score -1494027 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1494214.500000 Penalty: 4780.847656
	Iteration 13Q: 3 clusters Score -1494214 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1494367.625000 Penalty: 4780.847656
	Iteration 14Q: 3 clusters Score -1494368 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1494492.250000 Penalty: 4780.847656
	Iteration 15Q: 3 clusters Score -1494492 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1494596.625000 Penalty: 4780.847656
	Iteration 16Q: 3 clusters Score -1494597 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1494676.500000 Penalty: 4780.847656
	Iteration 17Q: 3 clusters Score -1494676 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1494741.000000 Penalty: 4780.847656
	Iteration 18Q: 3 clusters Score -1494741 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1494810.625000 Penalty: 4780.847656
	Iteration 19Q: 3 clusters Score -1494811 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1494862.250000 Penalty: 4780.847656
	Iteration 20F: 3 clusters Score -1494862 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1494897.875000 Penalty: 4780.847656
	Iteration 21Q: 3 clusters Score -1494898 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1494925.250000 Penalty: 4780.847656
	Iteration 22Q: 3 clusters Score -1494925 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1494954.750000 Penalty: 4780.847656
	Iteration 23Q: 3 clusters Score -1494955 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1494978.250000 Penalty: 4780.847656
	Iteration 24Q: 3 clusters Score -1494978 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1494995.125000 Penalty: 4780.847656
	Iteration 25Q: 3 clusters Score -1494995 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1495016.125000 Penalty: 4780.847656
	Iteration 26Q: 3 clusters Score -1495016 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1495028.375000 Penalty: 4780.847656
	Iteration 27Q: 3 clusters Score -1495028 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1495036.875000 Penalty: 4780.847656
	Iteration 28Q: 3 clusters Score -1495037 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1495046.875000 Penalty: 4780.847656
	Iteration 29Q: 3 clusters Score -1495047 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1495060.875000 Penalty: 4780.847656
	Iteration 30Q: 3 clusters Score -1495061 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1495065.750000 Penalty: 4780.847656
	Iteration 31Q: 3 clusters Score -1495066 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1495072.250000 Penalty: 4780.847656
	Iteration 32Q: 3 clusters Score -1495072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1495080.500000 Penalty: 4780.847656
	Iteration 33Q: 3 clusters Score -1495080 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1495087.875000 Penalty: 4780.847656
	Iteration 34Q: 3 clusters Score -1495088 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1495098.250000 Penalty: 4780.847656
	Iteration 35Q: 3 clusters Score -1495098 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1495110.250000 Penalty: 4780.847656
	Iteration 36Q: 3 clusters Score -1495110 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1495113.875000 Penalty: 4780.847656
	Iteration 37Q: 3 clusters Score -1495114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1495122.500000 Penalty: 4780.847656
	Iteration 38Q: 3 clusters Score -1495122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1495122.875000 Penalty: 4780.847656
	Iteration 39Q: 3 clusters Score -1495123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1495125.125000 Penalty: 4780.847656
	Iteration 40F: 3 clusters Score -1495125 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1495131.000000 Penalty: 4780.847656
	Iteration 41Q: 3 clusters Score -1495131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1495134.500000 Penalty: 4780.847656
	Iteration 42Q: 3 clusters Score -1495134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1495134.750000 Penalty: 4780.847656
	Iteration 43Q: 3 clusters Score -1495135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1495135.625000 Penalty: 4780.847656
	Iteration 44Q: 3 clusters Score -1495136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1495138.875000 Penalty: 4780.847656
	Iteration 45Q: 3 clusters Score -1495139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1495140.875000 Penalty: 4780.847656
	Iteration 46Q: 3 clusters Score -1495141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1495141.500000 Penalty: 4780.847656
	Iteration 47Q: 3 clusters Score -1495142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1495145.375000 Penalty: 4780.847656
	Iteration 48Q: 3 clusters Score -1495145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1495149.375000 Penalty: 4780.847656
	Iteration 49Q: 3 clusters Score -1495149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1495147.875000 Penalty: 4780.847656
	Iteration 50Q: 3 clusters Score -1495148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1495148.750000 Penalty: 4780.847656
	Iteration 51Q: 3 clusters Score -1495149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1495154.125000 Penalty: 4780.847656
	Iteration 52Q: 3 clusters Score -1495154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1495156.750000 Penalty: 4780.847656
	Iteration 53Q: 3 clusters Score -1495157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1495158.125000 Penalty: 4780.847656
	Iteration 54Q: 3 clusters Score -1495158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1495158.125000 Penalty: 4780.847656
	Iteration 55F: 3 clusters Score -1495158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Entering Unmasked Estep 
Score: -739811.625000 Penalty: 2202.488525
	Iteration 0F: 2 clusters Score -739811.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -733837.000000 Penalty: 4404.977051
	Iteration 0F: 3 clusters Score -733837 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -735619.062500 Penalty: 4404.977051
	Iteration 1F: 3 clusters Score -735619.1 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -736017.000000 Penalty: 4404.977051
	Iteration 2F: 3 clusters Score -736017 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -736374.250000 Penalty: 4404.977051
	Iteration 3F: 3 clusters Score -736374.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -736669.000000 Penalty: 4404.977051
	Iteration 4F: 3 clusters Score -736669 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -736921.000000 Penalty: 4404.977051
	Iteration 5Q: 3 clusters Score -736921 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -737142.125000 Penalty: 4404.977051
	Iteration 6Q: 3 clusters Score -737142.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -737376.062500 Penalty: 4404.977051
	Iteration 7Q: 3 clusters Score -737376.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -737608.750000 Penalty: 4404.977051
	Iteration 8Q: 3 clusters Score -737608.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -737846.812500 Penalty: 4404.977051
	Iteration 9Q: 3 clusters Score -737846.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -738085.875000 Penalty: 4404.977051
	Iteration 10Q: 3 clusters Score -738085.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -738279.062500 Penalty: 4404.977051
	Iteration 11Q: 3 clusters Score -738279.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -738461.562500 Penalty: 4404.977051
	Iteration 12Q: 3 clusters Score -738461.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -738595.875000 Penalty: 4404.977051
	Iteration 13Q: 3 clusters Score -738595.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -738680.812500 Penalty: 4404.977051
	Iteration 14Q: 3 clusters Score -738680.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -738718.250000 Penalty: 4404.977051
	Iteration 15Q: 3 clusters Score -738718.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -738740.812500 Penalty: 4404.977051
	Iteration 16Q: 3 clusters Score -738740.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -738759.000000 Penalty: 4404.977051
	Iteration 17Q: 3 clusters Score -738759 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -738766.875000 Penalty: 4404.977051
	Iteration 18Q: 3 clusters Score -738766.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -738769.812500 Penalty: 4404.977051
	Iteration 19Q: 3 clusters Score -738769.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -738773.875000 Penalty: 4404.977051
	Iteration 20F: 3 clusters Score -738773.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -738775.187500 Penalty: 4404.977051
	Iteration 21Q: 3 clusters Score -738775.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -738775.125000 Penalty: 4404.977051
	Iteration 22Q: 3 clusters Score -738775.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -738777.187500 Penalty: 4404.977051
	Iteration 23Q: 3 clusters Score -738777.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -738777.312500 Penalty: 4404.977051
	Iteration 24Q: 3 clusters Score -738777.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -738777.000000 Penalty: 4404.977051
	Iteration 25Q: 3 clusters Score -738777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -738778.125000 Penalty: 4404.977051
	Iteration 26Q: 3 clusters Score -738778.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -738779.875000 Penalty: 4404.977051
	Iteration 27Q: 3 clusters Score -738779.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -738782.375000 Penalty: 4404.977051
	Iteration 28Q: 3 clusters Score -738782.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -738784.437500 Penalty: 4404.977051
	Iteration 29Q: 3 clusters Score -738784.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -738784.625000 Penalty: 4404.977051
	Iteration 30Q: 3 clusters Score -738784.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -738784.500000 Penalty: 4404.977051
	Iteration 31Q: 3 clusters Score -738784.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -738785.562500 Penalty: 4404.977051
	Iteration 32Q: 3 clusters Score -738785.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -738786.625000 Penalty: 4404.977051
	Iteration 33Q: 3 clusters Score -738786.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -738788.062500 Penalty: 4404.977051
	Iteration 34Q: 3 clusters Score -738788.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -738789.437500 Penalty: 4404.977051
	Iteration 35Q: 3 clusters Score -738789.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -738789.437500 Penalty: 4404.977051
	Iteration 36Q: 3 clusters Score -738789.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -738789.437500 Penalty: 4404.977051
	Iteration 37F: 3 clusters Score -738789.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Entering Unmasked Estep 
Score: -1737144.000000 Penalty: 2424.517334
	Iteration 0F: 2 clusters Score -1737144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1724619.250000 Penalty: 4849.034668
	Iteration 0F: 3 clusters Score -1724619 nChanged 7682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1728851.125000 Penalty: 4849.034668
	Iteration 1F: 3 clusters Score -1728851 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1729524.250000 Penalty: 4849.034668
	Iteration 2F: 3 clusters Score -1729524 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1730169.250000 Penalty: 4849.034668
	Iteration 3F: 3 clusters Score -1730169 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1730728.250000 Penalty: 4849.034668
	Iteration 4F: 3 clusters Score -1730728 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1731257.750000 Penalty: 4849.034668
	Iteration 5F: 3 clusters Score -1731258 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1731770.375000 Penalty: 4849.034668
	Iteration 6F: 3 clusters Score -1731770 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1732289.625000 Penalty: 4849.034668
	Iteration 7Q: 3 clusters Score -1732290 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1732813.625000 Penalty: 4849.034668
	Iteration 8Q: 3 clusters Score -1732814 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1733285.375000 Penalty: 4849.034668
	Iteration 9Q: 3 clusters Score -1733285 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1733758.375000 Penalty: 4849.034668
	Iteration 10Q: 3 clusters Score -1733758 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1734150.750000 Penalty: 4849.034668
	Iteration 11Q: 3 clusters Score -1734151 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1734440.000000 Penalty: 4849.034668
	Iteration 12Q: 3 clusters Score -1734440 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1734663.875000 Penalty: 4849.034668
	Iteration 13Q: 3 clusters Score -1734664 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1734812.000000 Penalty: 4849.034668
	Iteration 14Q: 3 clusters Score -1734812 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1734922.750000 Penalty: 4849.034668
	Iteration 15Q: 3 clusters Score -1734923 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1735000.375000 Penalty: 4849.034668
	Iteration 16Q: 3 clusters Score -1735000 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1735063.625000 Penalty: 4849.034668
	Iteration 17Q: 3 clusters Score -1735064 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -1735118.250000 Penalty: 4849.034668
	Iteration 18Q: 3 clusters Score -1735118 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1735176.750000 Penalty: 4849.034668
	Iteration 19Q: 3 clusters Score -1735177 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1735237.125000 Penalty: 4849.034668
	Iteration 20F: 3 clusters Score -1735237 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1735283.875000 Penalty: 4849.034668
	Iteration 21Q: 3 clusters Score -1735284 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -1735330.500000 Penalty: 4849.034668
	Iteration 22Q: 3 clusters Score -1735330 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -1735369.625000 Penalty: 4849.034668
	Iteration 23Q: 3 clusters Score -1735370 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -1735395.000000 Penalty: 4849.034668
	Iteration 24Q: 3 clusters Score -1735395 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1735416.375000 Penalty: 4849.034668
	Iteration 25Q: 3 clusters Score -1735416 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -1735452.125000 Penalty: 4849.034668
	Iteration 26Q: 3 clusters Score -1735452 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -1735480.375000 Penalty: 4849.034668
	Iteration 27Q: 3 clusters Score -1735480 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -1735513.500000 Penalty: 4849.034668
	Iteration 28Q: 3 clusters Score -1735514 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -1735539.875000 Penalty: 4849.034668
	Iteration 29Q: 3 clusters Score -1735540 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -1735558.250000 Penalty: 4849.034668
	Iteration 30Q: 3 clusters Score -1735558 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -1735580.125000 Penalty: 4849.034668
	Iteration 31Q: 3 clusters Score -1735580 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1735593.625000 Penalty: 4849.034668
	Iteration 32Q: 3 clusters Score -1735594 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1735619.750000 Penalty: 4849.034668
	Iteration 33Q: 3 clusters Score -1735620 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -1735637.125000 Penalty: 4849.034668
	Iteration 34Q: 3 clusters Score -1735637 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -1735655.125000 Penalty: 4849.034668
	Iteration 35Q: 3 clusters Score -1735655 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -1735666.750000 Penalty: 4849.034668
	Iteration 36Q: 3 clusters Score -1735667 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -1735678.125000 Penalty: 4849.034668
	Iteration 37Q: 3 clusters Score -1735678 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1735697.375000 Penalty: 4849.034668
	Iteration 38Q: 3 clusters Score -1735697 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -1735702.875000 Penalty: 4849.034668
	Iteration 39Q: 3 clusters Score -1735703 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -1735711.375000 Penalty: 4849.034668
	Iteration 40F: 3 clusters Score -1735711 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -1735719.750000 Penalty: 4849.034668
	Iteration 41Q: 3 clusters Score -1735720 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -1735725.750000 Penalty: 4849.034668
	Iteration 42Q: 3 clusters Score -1735726 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -1735736.500000 Penalty: 4849.034668
	Iteration 43Q: 3 clusters Score -1735736 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -1735747.625000 Penalty: 4849.034668
	Iteration 44Q: 3 clusters Score -1735748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -1735751.500000 Penalty: 4849.034668
	Iteration 45Q: 3 clusters Score -1735752 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -1735751.375000 Penalty: 4849.034668
	Iteration 46Q: 3 clusters Score -1735751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -1735757.375000 Penalty: 4849.034668
	Iteration 47Q: 3 clusters Score -1735757 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -1735759.375000 Penalty: 4849.034668
	Iteration 48Q: 3 clusters Score -1735759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -1735765.250000 Penalty: 4849.034668
	Iteration 49Q: 3 clusters Score -1735765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -1735765.250000 Penalty: 4849.034668
	Iteration 50Q: 3 clusters Score -1735765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -1735767.750000 Penalty: 4849.034668
	Iteration 51Q: 3 clusters Score -1735768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -1735769.375000 Penalty: 4849.034668
	Iteration 52Q: 3 clusters Score -1735769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -1735766.375000 Penalty: 4849.034668
	Iteration 53Q: 3 clusters Score -1735766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -1735770.500000 Penalty: 4849.034668
	Iteration 54Q: 3 clusters Score -1735770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -1735766.375000 Penalty: 4849.034668
	Iteration 55Q: 3 clusters Score -1735766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -1735768.750000 Penalty: 4849.034668
	Iteration 56Q: 3 clusters Score -1735769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -1735769.000000 Penalty: 4849.034668
	Iteration 57Q: 3 clusters Score -1735769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -1735768.375000 Penalty: 4849.034668
	Iteration 58Q: 3 clusters Score -1735768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1735773.875000 Penalty: 4849.034668
	Iteration 59Q: 3 clusters Score -1735774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -1735773.875000 Penalty: 4849.034668
	Iteration 60F: 3 clusters Score -1735774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -1735769.375000 Penalty: 4849.034668
	Iteration 61Q: 3 clusters Score -1735769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -1735772.500000 Penalty: 4849.034668
	Iteration 62Q: 3 clusters Score -1735772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -1735776.750000 Penalty: 4849.034668
	Iteration 63Q: 3 clusters Score -1735777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -1735774.375000 Penalty: 4849.034668
	Iteration 64Q: 3 clusters Score -1735774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -1735773.000000 Penalty: 4849.034668
	Iteration 65Q: 3 clusters Score -1735773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -1735773.000000 Penalty: 4849.034668
	Iteration 66F: 3 clusters Score -1735773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Entering Unmasked Estep 
Score: -695190.750000 Penalty: 2194.821533
	Iteration 0F: 2 clusters Score -695190.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -689435.125000 Penalty: 4389.643066
	Iteration 0F: 3 clusters Score -689435.1 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -691168.937500 Penalty: 4389.643066
	Iteration 1F: 3 clusters Score -691168.9 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -691611.937500 Penalty: 4389.643066
	Iteration 2F: 3 clusters Score -691611.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -691967.312500 Penalty: 4389.643066
	Iteration 3F: 3 clusters Score -691967.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -692308.375000 Penalty: 4389.643066
	Iteration 4F: 3 clusters Score -692308.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -692592.000000 Penalty: 4389.643066
	Iteration 5F: 3 clusters Score -692592 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -692814.312500 Penalty: 4389.643066
	Iteration 6Q: 3 clusters Score -692814.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -692958.375000 Penalty: 4389.643066
	Iteration 7Q: 3 clusters Score -692958.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -693047.375000 Penalty: 4389.643066
	Iteration 8Q: 3 clusters Score -693047.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -693121.750000 Penalty: 4389.643066
	Iteration 9Q: 3 clusters Score -693121.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -693173.875000 Penalty: 4389.643066
	Iteration 10Q: 3 clusters Score -693173.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -693215.875000 Penalty: 4389.643066
	Iteration 11Q: 3 clusters Score -693215.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -693252.250000 Penalty: 4389.643066
	Iteration 12Q: 3 clusters Score -693252.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -693285.250000 Penalty: 4389.643066
	Iteration 13Q: 3 clusters Score -693285.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -693318.562500 Penalty: 4389.643066
	Iteration 14Q: 3 clusters Score -693318.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -693340.562500 Penalty: 4389.643066
	Iteration 15Q: 3 clusters Score -693340.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -693361.375000 Penalty: 4389.643066
	Iteration 16Q: 3 clusters Score -693361.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -693380.750000 Penalty: 4389.643066
	Iteration 17Q: 3 clusters Score -693380.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -693400.875000 Penalty: 4389.643066
	Iteration 18Q: 3 clusters Score -693400.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -693425.687500 Penalty: 4389.643066
	Iteration 19Q: 3 clusters Score -693425.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -693449.437500 Penalty: 4389.643066
	Iteration 20F: 3 clusters Score -693449.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -693475.187500 Penalty: 4389.643066
	Iteration 21Q: 3 clusters Score -693475.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -693497.062500 Penalty: 4389.643066
	Iteration 22Q: 3 clusters Score -693497.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -693509.000000 Penalty: 4389.643066
	Iteration 23Q: 3 clusters Score -693509 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -693524.125000 Penalty: 4389.643066
	Iteration 24Q: 3 clusters Score -693524.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -693534.312500 Penalty: 4389.643066
	Iteration 25Q: 3 clusters Score -693534.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -693546.437500 Penalty: 4389.643066
	Iteration 26Q: 3 clusters Score -693546.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -693560.437500 Penalty: 4389.643066
	Iteration 27Q: 3 clusters Score -693560.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -693571.875000 Penalty: 4389.643066
	Iteration 28Q: 3 clusters Score -693571.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -693579.687500 Penalty: 4389.643066
	Iteration 29Q: 3 clusters Score -693579.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -693589.250000 Penalty: 4389.643066
	Iteration 30Q: 3 clusters Score -693589.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -693601.687500 Penalty: 4389.643066
	Iteration 31Q: 3 clusters Score -693601.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -693613.750000 Penalty: 4389.643066
	Iteration 32Q: 3 clusters Score -693613.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -693623.500000 Penalty: 4389.643066
	Iteration 33Q: 3 clusters Score -693623.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -693632.187500 Penalty: 4389.643066
	Iteration 34Q: 3 clusters Score -693632.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -693638.500000 Penalty: 4389.643066
	Iteration 35Q: 3 clusters Score -693638.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -693644.750000 Penalty: 4389.643066
	Iteration 36Q: 3 clusters Score -693644.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -693653.062500 Penalty: 4389.643066
	Iteration 37Q: 3 clusters Score -693653.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -693661.875000 Penalty: 4389.643066
	Iteration 38Q: 3 clusters Score -693661.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -693670.437500 Penalty: 4389.643066
	Iteration 39Q: 3 clusters Score -693670.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -693681.562500 Penalty: 4389.643066
	Iteration 40F: 3 clusters Score -693681.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -693686.375000 Penalty: 4389.643066
	Iteration 41Q: 3 clusters Score -693686.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -693687.375000 Penalty: 4389.643066
	Iteration 42Q: 3 clusters Score -693687.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -693690.750000 Penalty: 4389.643066
	Iteration 43Q: 3 clusters Score -693690.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -693694.312500 Penalty: 4389.643066
	Iteration 44Q: 3 clusters Score -693694.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -693696.750000 Penalty: 4389.643066
	Iteration 45Q: 3 clusters Score -693696.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -693697.250000 Penalty: 4389.643066
	Iteration 46Q: 3 clusters Score -693697.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -693705.625000 Penalty: 4389.643066
	Iteration 47Q: 3 clusters Score -693705.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -693711.062500 Penalty: 4389.643066
	Iteration 48Q: 3 clusters Score -693711.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -693719.125000 Penalty: 4389.643066
	Iteration 49Q: 3 clusters Score -693719.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -693731.625000 Penalty: 4389.643066
	Iteration 50Q: 3 clusters Score -693731.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -693753.812500 Penalty: 4389.643066
	Iteration 51Q: 3 clusters Score -693753.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -693780.375000 Penalty: 4389.643066
	Iteration 52Q: 3 clusters Score -693780.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -693808.937500 Penalty: 4389.643066
	Iteration 53Q: 3 clusters Score -693808.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -693823.750000 Penalty: 4389.643066
	Iteration 54Q: 3 clusters Score -693823.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -693832.687500 Penalty: 4389.643066
	Iteration 55Q: 3 clusters Score -693832.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -693847.875000 Penalty: 4389.643066
	Iteration 56Q: 3 clusters Score -693847.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -693862.375000 Penalty: 4389.643066
	Iteration 57Q: 3 clusters Score -693862.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -693876.562500 Penalty: 4389.643066
	Iteration 58Q: 3 clusters Score -693876.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -693891.812500 Penalty: 4389.643066
	Iteration 59Q: 3 clusters Score -693891.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -693901.875000 Penalty: 4389.643066
	Iteration 60F: 3 clusters Score -693901.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -693911.187500 Penalty: 4389.643066
	Iteration 61Q: 3 clusters Score -693911.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -693924.875000 Penalty: 4389.643066
	Iteration 62Q: 3 clusters Score -693924.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -693933.187500 Penalty: 4389.643066
	Iteration 63Q: 3 clusters Score -693933.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -693937.687500 Penalty: 4389.643066
	Iteration 64Q: 3 clusters Score -693937.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -693941.812500 Penalty: 4389.643066
	Iteration 65Q: 3 clusters Score -693941.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -693949.125000 Penalty: 4389.643066
	Iteration 66Q: 3 clusters Score -693949.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -693950.812500 Penalty: 4389.643066
	Iteration 67Q: 3 clusters Score -693950.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -693955.187500 Penalty: 4389.643066
	Iteration 68Q: 3 clusters Score -693955.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -693959.500000 Penalty: 4389.643066
	Iteration 69Q: 3 clusters Score -693959.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -693962.750000 Penalty: 4389.643066
	Iteration 70Q: 3 clusters Score -693962.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -693963.500000 Penalty: 4389.643066
	Iteration 71Q: 3 clusters Score -693963.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -693968.750000 Penalty: 4389.643066
	Iteration 72Q: 3 clusters Score -693968.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -693968.312500 Penalty: 4389.643066
	Iteration 73Q: 3 clusters Score -693968.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -693969.562500 Penalty: 4389.643066
	Iteration 74Q: 3 clusters Score -693969.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -693973.062500 Penalty: 4389.643066
	Iteration 75Q: 3 clusters Score -693973.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -693974.687500 Penalty: 4389.643066
	Iteration 76Q: 3 clusters Score -693974.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -693980.250000 Penalty: 4389.643066
	Iteration 77Q: 3 clusters Score -693980.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -693984.312500 Penalty: 4389.643066
	Iteration 78Q: 3 clusters Score -693984.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -693988.625000 Penalty: 4389.643066
	Iteration 79Q: 3 clusters Score -693988.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -693991.000000 Penalty: 4389.643066
	Iteration 80F: 3 clusters Score -693991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -693996.750000 Penalty: 4389.643066
	Iteration 81Q: 3 clusters Score -693996.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -694006.187500 Penalty: 4389.643066
	Iteration 82Q: 3 clusters Score -694006.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -694020.312500 Penalty: 4389.643066
	Iteration 83Q: 3 clusters Score -694020.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -694035.750000 Penalty: 4389.643066
	Iteration 84Q: 3 clusters Score -694035.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -694057.437500 Penalty: 4389.643066
	Iteration 85Q: 3 clusters Score -694057.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -694091.375000 Penalty: 4389.643066
	Iteration 86Q: 3 clusters Score -694091.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -694142.250000 Penalty: 4389.643066
	Iteration 87Q: 3 clusters Score -694142.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -694177.000000 Penalty: 4389.643066
	Iteration 88Q: 3 clusters Score -694177 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -694192.937500 Penalty: 4389.643066
	Iteration 89Q: 3 clusters Score -694192.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -694199.937500 Penalty: 4389.643066
	Iteration 90Q: 3 clusters Score -694199.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -694202.812500 Penalty: 4389.643066
	Iteration 91Q: 3 clusters Score -694202.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -694206.437500 Penalty: 4389.643066
	Iteration 92Q: 3 clusters Score -694206.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -694210.562500 Penalty: 4389.643066
	Iteration 93Q: 3 clusters Score -694210.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -694213.125000 Penalty: 4389.643066
	Iteration 94Q: 3 clusters Score -694213.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -694213.250000 Penalty: 4389.643066
	Iteration 95Q: 3 clusters Score -694213.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -694218.125000 Penalty: 4389.643066
	Iteration 96Q: 3 clusters Score -694218.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -694217.750000 Penalty: 4389.643066
	Iteration 97Q: 3 clusters Score -694217.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -694217.500000 Penalty: 4389.643066
	Iteration 98Q: 3 clusters Score -694217.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -694217.500000 Penalty: 4389.643066
	Iteration 99Q: 3 clusters Score -694217.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -694217.687500 Penalty: 4389.643066
	Iteration 100F: 3 clusters Score -694217.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -694218.937500 Penalty: 4389.643066
	Iteration 101Q: 3 clusters Score -694218.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -694217.937500 Penalty: 4389.643066
	Iteration 102Q: 3 clusters Score -694217.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -694219.812500 Penalty: 4389.643066
	Iteration 103Q: 3 clusters Score -694219.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -694218.562500 Penalty: 4389.643066
	Iteration 104Q: 3 clusters Score -694218.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -694219.312500 Penalty: 4389.643066
	Iteration 105Q: 3 clusters Score -694219.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -694219.312500 Penalty: 4389.643066
	Iteration 106F: 3 clusters Score -694219.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Entering Unmasked Estep 
Score: -33913.382812 Penalty: 1459.753784
	Iteration 0F: 2 clusters Score -33913.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -32615.308594 Penalty: 2919.507568
	Iteration 0F: 3 clusters Score -32615.31 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -32743.617188 Penalty: 2919.507568
	Iteration 1F: 3 clusters Score -32743.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -32802.144531 Penalty: 2919.507568
	Iteration 2F: 3 clusters Score -32802.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -32810.257812 Penalty: 2919.507568
	Iteration 3Q: 3 clusters Score -32810.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -32816.183594 Penalty: 2919.507568
	Iteration 4Q: 3 clusters Score -32816.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32820.628906 Penalty: 2919.507568
	Iteration 5Q: 3 clusters Score -32820.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32820.628906 Penalty: 2919.507568
	Iteration 6F: 3 clusters Score -32820.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (75157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75157 members 
Entering Unmasked Estep 
Score: -8356034.500000 Penalty: 2784.379150
	Iteration 0F: 2 clusters Score -8356034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37436 members 
Mstep: Class 2 contains 37721 members 
Entering Unmasked Estep 
Score: -8305867.000000 Penalty: 5568.758301
	Iteration 0F: 3 clusters Score -8305867 nChanged 35092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 38403 members 
Entering Unmasked Estep 
Score: -8326182.000000 Penalty: 5568.758301
	Iteration 1F: 3 clusters Score -8326182 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 38790 members 
Entering Unmasked Estep 
Score: -8327076.500000 Penalty: 5568.758301
	Iteration 2Q: 3 clusters Score -8327076 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
Score: -8328172.500000 Penalty: 5568.758301
	Iteration 3Q: 3 clusters Score -8328172 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35314 members 
Mstep: Class 2 contains 39843 members 
Entering Unmasked Estep 
Score: -8329558.000000 Penalty: 5568.758301
	Iteration 4Q: 3 clusters Score -8329558 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 40541 members 
Entering Unmasked Estep 
Score: -8331147.000000 Penalty: 5568.758301
	Iteration 5Q: 3 clusters Score -8331147 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33804 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -8333041.000000 Penalty: 5568.758301
	Iteration 6Q: 3 clusters Score -8333041 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 42265 members 
Entering Unmasked Estep 
Score: -8335079.000000 Penalty: 5568.758301
	Iteration 7F: 3 clusters Score -8335079 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31933 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
Score: -8336869.000000 Penalty: 5568.758301
	Iteration 8F: 3 clusters Score -8336869 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 44220 members 
Entering Unmasked Estep 
Score: -8338231.500000 Penalty: 5568.758301
	Iteration 9Q: 3 clusters Score -8338232 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29795 members 
Mstep: Class 2 contains 45362 members 
Entering Unmasked Estep 
Score: -8339201.500000 Penalty: 5568.758301
	Iteration 10Q: 3 clusters Score -8339202 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 46532 members 
Entering Unmasked Estep 
Score: -8339870.000000 Penalty: 5568.758301
	Iteration 11Q: 3 clusters Score -8339870 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 47815 members 
Entering Unmasked Estep 
Score: -8340402.000000 Penalty: 5568.758301
	Iteration 12Q: 3 clusters Score -8340402 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 49237 members 
Entering Unmasked Estep 
Score: -8340837.500000 Penalty: 5568.758301
	Iteration 13Q: 3 clusters Score -8340838 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 50763 members 
Entering Unmasked Estep 
Score: -8341348.500000 Penalty: 5568.758301
	Iteration 14Q: 3 clusters Score -8341348 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 52409 members 
Entering Unmasked Estep 
Score: -8341813.500000 Penalty: 5568.758301
	Iteration 15Q: 3 clusters Score -8341814 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 54221 members 
Entering Unmasked Estep 
Score: -8342430.500000 Penalty: 5568.758301
	Iteration 16Q: 3 clusters Score -8342430 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 56192 members 
Entering Unmasked Estep 
Score: -8343088.500000 Penalty: 5568.758301
	Iteration 17Q: 3 clusters Score -8343088 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 58336 members 
Entering Unmasked Estep 
Score: -8343982.000000 Penalty: 5568.758301
	Iteration 18Q: 3 clusters Score -8343982 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 60737 members 
Entering Unmasked Estep 
Score: -8345008.000000 Penalty: 5568.758301
	Iteration 19Q: 3 clusters Score -8345008 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 63257 members 
Entering Unmasked Estep 
Score: -8346352.500000 Penalty: 5568.758301
	Iteration 20F: 3 clusters Score -8346352 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 65796 members 
Entering Unmasked Estep 
Score: -8347838.500000 Penalty: 5568.758301
	Iteration 21Q: 3 clusters Score -8347838 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 68173 members 
Entering Unmasked Estep 
Score: -8349384.000000 Penalty: 5568.758301
	Iteration 22Q: 3 clusters Score -8349384 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 70232 members 
Entering Unmasked Estep 
Score: -8350732.500000 Penalty: 5568.758301
	Iteration 23Q: 3 clusters Score -8350732 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 71732 members 
Entering Unmasked Estep 
Score: -8351782.000000 Penalty: 5568.758301
	Iteration 24Q: 3 clusters Score -8351782 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 72723 members 
Entering Unmasked Estep 
Score: -8352428.500000 Penalty: 5568.758301
	Iteration 25Q: 3 clusters Score -8352428 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 73335 members 
Entering Unmasked Estep 
Score: -8352876.000000 Penalty: 5568.758301
	Iteration 26Q: 3 clusters Score -8352876 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 73715 members 
Entering Unmasked Estep 
Score: -8353101.500000 Penalty: 5568.758301
	Iteration 27Q: 3 clusters Score -8353102 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 73938 members 
Entering Unmasked Estep 
Score: -8353240.500000 Penalty: 5568.758301
	Iteration 28Q: 3 clusters Score -8353240 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 74085 members 
Entering Unmasked Estep 
Score: -8353377.500000 Penalty: 5568.758301
	Iteration 29Q: 3 clusters Score -8353378 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 74172 members 
Entering Unmasked Estep 
Score: -8353442.000000 Penalty: 5568.758301
	Iteration 30Q: 3 clusters Score -8353442 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 74253 members 
Entering Unmasked Estep 
Score: -8353482.500000 Penalty: 5568.758301
	Iteration 31Q: 3 clusters Score -8353482 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 74307 members 
Entering Unmasked Estep 
Score: -8353547.500000 Penalty: 5568.758301
	Iteration 32Q: 3 clusters Score -8353548 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 74357 members 
Entering Unmasked Estep 
Score: -8353582.500000 Penalty: 5568.758301
	Iteration 33Q: 3 clusters Score -8353582 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 74393 members 
Entering Unmasked Estep 
Score: -8353623.500000 Penalty: 5568.758301
	Iteration 34Q: 3 clusters Score -8353624 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 74425 members 
Entering Unmasked Estep 
Score: -8353658.000000 Penalty: 5568.758301
	Iteration 35Q: 3 clusters Score -8353658 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 74458 members 
Entering Unmasked Estep 
Score: -8353671.000000 Penalty: 5568.758301
	Iteration 36Q: 3 clusters Score -8353671 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 74467 members 
Entering Unmasked Estep 
Score: -8353688.500000 Penalty: 5568.758301
	Iteration 37Q: 3 clusters Score -8353688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 74478 members 
Entering Unmasked Estep 
Score: -8353701.000000 Penalty: 5568.758301
	Iteration 38Q: 3 clusters Score -8353701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 74479 members 
Entering Unmasked Estep 
Score: -8353719.500000 Penalty: 5568.758301
	Iteration 39Q: 3 clusters Score -8353720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 74485 members 
Entering Unmasked Estep 
Score: -8353719.500000 Penalty: 5568.758301
	Iteration 40F: 3 clusters Score -8353720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 74486 members 
Entering Unmasked Estep 
Score: -8353723.000000 Penalty: 5568.758301
	Iteration 41Q: 3 clusters Score -8353723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 74488 members 
Entering Unmasked Estep 
Score: -8353722.000000 Penalty: 5568.758301
	Iteration 42Q: 3 clusters Score -8353722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 74488 members 
Entering Unmasked Estep 
Score: -8353718.500000 Penalty: 5568.758301
	Iteration 43Q: 3 clusters Score -8353718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 74488 members 
Entering Unmasked Estep 
Score: -8353718.500000 Penalty: 5568.758301
	Iteration 44F: 3 clusters Score -8353718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Entering Unmasked Estep 
Score: -269886.875000 Penalty: 1939.966309
	Iteration 0F: 2 clusters Score -269886.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -266932.218750 Penalty: 3879.932617
	Iteration 0F: 3 clusters Score -266932.2 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -267517.218750 Penalty: 3879.932617
	Iteration 1F: 3 clusters Score -267517.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -267643.250000 Penalty: 3879.932617
	Iteration 2F: 3 clusters Score -267643.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -267719.093750 Penalty: 3879.932617
	Iteration 3Q: 3 clusters Score -267719.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -267778.187500 Penalty: 3879.932617
	Iteration 4Q: 3 clusters Score -267778.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -267810.093750 Penalty: 3879.932617
	Iteration 5Q: 3 clusters Score -267810.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -267836.593750 Penalty: 3879.932617
	Iteration 6Q: 3 clusters Score -267836.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -267864.093750 Penalty: 3879.932617
	Iteration 7Q: 3 clusters Score -267864.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -267890.687500 Penalty: 3879.932617
	Iteration 8Q: 3 clusters Score -267890.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -267911.468750 Penalty: 3879.932617
	Iteration 9Q: 3 clusters Score -267911.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -267932.750000 Penalty: 3879.932617
	Iteration 10Q: 3 clusters Score -267932.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -267960.062500 Penalty: 3879.932617
	Iteration 11Q: 3 clusters Score -267960.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -267990.781250 Penalty: 3879.932617
	Iteration 12Q: 3 clusters Score -267990.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -268021.968750 Penalty: 3879.932617
	Iteration 13Q: 3 clusters Score -268022 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -268046.906250 Penalty: 3879.932617
	Iteration 14Q: 3 clusters Score -268046.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -268069.218750 Penalty: 3879.932617
	Iteration 15Q: 3 clusters Score -268069.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -268092.906250 Penalty: 3879.932617
	Iteration 16Q: 3 clusters Score -268092.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -268115.437500 Penalty: 3879.932617
	Iteration 17Q: 3 clusters Score -268115.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -268141.906250 Penalty: 3879.932617
	Iteration 18Q: 3 clusters Score -268141.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -268163.687500 Penalty: 3879.932617
	Iteration 19Q: 3 clusters Score -268163.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -268183.625000 Penalty: 3879.932617
	Iteration 20F: 3 clusters Score -268183.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -268201.562500 Penalty: 3879.932617
	Iteration 21Q: 3 clusters Score -268201.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -268220.156250 Penalty: 3879.932617
	Iteration 22Q: 3 clusters Score -268220.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -268243.406250 Penalty: 3879.932617
	Iteration 23Q: 3 clusters Score -268243.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -268271.593750 Penalty: 3879.932617
	Iteration 24Q: 3 clusters Score -268271.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -268293.937500 Penalty: 3879.932617
	Iteration 25Q: 3 clusters Score -268293.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -268322.562500 Penalty: 3879.932617
	Iteration 26Q: 3 clusters Score -268322.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -268351.406250 Penalty: 3879.932617
	Iteration 27Q: 3 clusters Score -268351.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -268370.906250 Penalty: 3879.932617
	Iteration 28Q: 3 clusters Score -268370.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -268381.875000 Penalty: 3879.932617
	Iteration 29Q: 3 clusters Score -268381.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -268393.562500 Penalty: 3879.932617
	Iteration 30Q: 3 clusters Score -268393.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -268411.000000 Penalty: 3879.932617
	Iteration 31Q: 3 clusters Score -268411 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -268428.437500 Penalty: 3879.932617
	Iteration 32Q: 3 clusters Score -268428.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -268443.125000 Penalty: 3879.932617
	Iteration 33Q: 3 clusters Score -268443.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -268453.000000 Penalty: 3879.932617
	Iteration 34Q: 3 clusters Score -268453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -268461.593750 Penalty: 3879.932617
	Iteration 35Q: 3 clusters Score -268461.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -268469.343750 Penalty: 3879.932617
	Iteration 36Q: 3 clusters Score -268469.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -268474.718750 Penalty: 3879.932617
	Iteration 37Q: 3 clusters Score -268474.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -268477.531250 Penalty: 3879.932617
	Iteration 38Q: 3 clusters Score -268477.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -268479.656250 Penalty: 3879.932617
	Iteration 39Q: 3 clusters Score -268479.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -268482.156250 Penalty: 3879.932617
	Iteration 40F: 3 clusters Score -268482.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -268482.906250 Penalty: 3879.932617
	Iteration 41Q: 3 clusters Score -268482.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -268483.000000 Penalty: 3879.932617
	Iteration 42Q: 3 clusters Score -268483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -268483.468750 Penalty: 3879.932617
	Iteration 43Q: 3 clusters Score -268483.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -268483.468750 Penalty: 3879.932617
	Iteration 44F: 3 clusters Score -268483.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Entering Unmasked Estep 
Score: -1453159.875000 Penalty: 2360.402344
	Iteration 0F: 2 clusters Score -1453160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1443183.500000 Penalty: 4720.804688
	Iteration 0F: 3 clusters Score -1443184 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1446497.875000 Penalty: 4720.804688
	Iteration 1F: 3 clusters Score -1446498 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1446987.125000 Penalty: 4720.804688
	Iteration 2F: 3 clusters Score -1446987 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1447487.000000 Penalty: 4720.804688
	Iteration 3F: 3 clusters Score -1447487 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1448005.625000 Penalty: 4720.804688
	Iteration 4F: 3 clusters Score -1448006 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1448487.750000 Penalty: 4720.804688
	Iteration 5F: 3 clusters Score -1448488 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1448926.500000 Penalty: 4720.804688
	Iteration 6Q: 3 clusters Score -1448926 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1449321.875000 Penalty: 4720.804688
	Iteration 7Q: 3 clusters Score -1449322 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1449660.250000 Penalty: 4720.804688
	Iteration 8Q: 3 clusters Score -1449660 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1449891.750000 Penalty: 4720.804688
	Iteration 9Q: 3 clusters Score -1449892 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1450059.250000 Penalty: 4720.804688
	Iteration 10Q: 3 clusters Score -1450059 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1450196.000000 Penalty: 4720.804688
	Iteration 11Q: 3 clusters Score -1450196 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1450307.125000 Penalty: 4720.804688
	Iteration 12Q: 3 clusters Score -1450307 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1450385.375000 Penalty: 4720.804688
	Iteration 13Q: 3 clusters Score -1450385 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1450451.750000 Penalty: 4720.804688
	Iteration 14Q: 3 clusters Score -1450452 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1450501.250000 Penalty: 4720.804688
	Iteration 15Q: 3 clusters Score -1450501 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1450542.750000 Penalty: 4720.804688
	Iteration 16Q: 3 clusters Score -1450543 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1450577.625000 Penalty: 4720.804688
	Iteration 17Q: 3 clusters Score -1450578 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1450603.000000 Penalty: 4720.804688
	Iteration 18Q: 3 clusters Score -1450603 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1450624.625000 Penalty: 4720.804688
	Iteration 19Q: 3 clusters Score -1450625 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1450645.875000 Penalty: 4720.804688
	Iteration 20F: 3 clusters Score -1450646 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1450665.375000 Penalty: 4720.804688
	Iteration 21Q: 3 clusters Score -1450665 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1450674.125000 Penalty: 4720.804688
	Iteration 22Q: 3 clusters Score -1450674 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1450683.000000 Penalty: 4720.804688
	Iteration 23Q: 3 clusters Score -1450683 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1450682.125000 Penalty: 4720.804688
	Iteration 24Q: 3 clusters Score -1450682 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1450692.625000 Penalty: 4720.804688
	Iteration 25Q: 3 clusters Score -1450693 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1450698.125000 Penalty: 4720.804688
	Iteration 26Q: 3 clusters Score -1450698 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1450704.125000 Penalty: 4720.804688
	Iteration 27Q: 3 clusters Score -1450704 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1450707.500000 Penalty: 4720.804688
	Iteration 28Q: 3 clusters Score -1450708 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1450712.000000 Penalty: 4720.804688
	Iteration 29Q: 3 clusters Score -1450712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1450716.250000 Penalty: 4720.804688
	Iteration 30Q: 3 clusters Score -1450716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1450716.875000 Penalty: 4720.804688
	Iteration 31Q: 3 clusters Score -1450717 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1450718.500000 Penalty: 4720.804688
	Iteration 32Q: 3 clusters Score -1450718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1450721.375000 Penalty: 4720.804688
	Iteration 33Q: 3 clusters Score -1450721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1450725.875000 Penalty: 4720.804688
	Iteration 34Q: 3 clusters Score -1450726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1450728.875000 Penalty: 4720.804688
	Iteration 35Q: 3 clusters Score -1450729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1450729.250000 Penalty: 4720.804688
	Iteration 36Q: 3 clusters Score -1450729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1450729.125000 Penalty: 4720.804688
	Iteration 37Q: 3 clusters Score -1450729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1450732.750000 Penalty: 4720.804688
	Iteration 38Q: 3 clusters Score -1450733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1450732.875000 Penalty: 4720.804688
	Iteration 39Q: 3 clusters Score -1450733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1450737.000000 Penalty: 4720.804688
	Iteration 40F: 3 clusters Score -1450737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1450739.875000 Penalty: 4720.804688
	Iteration 41Q: 3 clusters Score -1450740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1450740.625000 Penalty: 4720.804688
	Iteration 42Q: 3 clusters Score -1450741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1450740.625000 Penalty: 4720.804688
	Iteration 43F: 3 clusters Score -1450741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Entering Unmasked Estep 
Score: -167606.843750 Penalty: 1826.878418
	Iteration 0F: 2 clusters Score -167606.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -165239.328125 Penalty: 3653.756836
	Iteration 0F: 3 clusters Score -165239.3 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -165626.468750 Penalty: 3653.756836
	Iteration 1F: 3 clusters Score -165626.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -165740.156250 Penalty: 3653.756836
	Iteration 2F: 3 clusters Score -165740.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -165806.328125 Penalty: 3653.756836
	Iteration 3Q: 3 clusters Score -165806.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -165838.156250 Penalty: 3653.756836
	Iteration 4Q: 3 clusters Score -165838.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -165864.484375 Penalty: 3653.756836
	Iteration 5Q: 3 clusters Score -165864.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -165883.156250 Penalty: 3653.756836
	Iteration 6Q: 3 clusters Score -165883.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -165894.000000 Penalty: 3653.756836
	Iteration 7Q: 3 clusters Score -165894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -165901.343750 Penalty: 3653.756836
	Iteration 8Q: 3 clusters Score -165901.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -165908.375000 Penalty: 3653.756836
	Iteration 9Q: 3 clusters Score -165908.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -165914.781250 Penalty: 3653.756836
	Iteration 10Q: 3 clusters Score -165914.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -165919.828125 Penalty: 3653.756836
	Iteration 11Q: 3 clusters Score -165919.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -165927.250000 Penalty: 3653.756836
	Iteration 12Q: 3 clusters Score -165927.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -165934.906250 Penalty: 3653.756836
	Iteration 13Q: 3 clusters Score -165934.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -165940.765625 Penalty: 3653.756836
	Iteration 14Q: 3 clusters Score -165940.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -165944.625000 Penalty: 3653.756836
	Iteration 15Q: 3 clusters Score -165944.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -165945.187500 Penalty: 3653.756836
	Iteration 16Q: 3 clusters Score -165945.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -165945.906250 Penalty: 3653.756836
	Iteration 17Q: 3 clusters Score -165945.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -165945.906250 Penalty: 3653.756836
	Iteration 18F: 3 clusters Score -165945.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -13971.347656 Penalty: 1280.866943
	Iteration 0F: 2 clusters Score -13971.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12975.855469 Penalty: 2561.733887
	Iteration 0F: 3 clusters Score -12975.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13025.991211 Penalty: 2561.733887
	Iteration 1F: 3 clusters Score -13025.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -13045.422852 Penalty: 2561.733887
	Iteration 2Q: 3 clusters Score -13045.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -13068.473633 Penalty: 2561.733887
	Iteration 3Q: 3 clusters Score -13068.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -13088.746094 Penalty: 2561.733887
	Iteration 4Q: 3 clusters Score -13088.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -13092.276367 Penalty: 2561.733887
	Iteration 5Q: 3 clusters Score -13092.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -13092.276367 Penalty: 2561.733887
	Iteration 6F: 3 clusters Score -13092.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Entering Unmasked Estep 
Score: -4153342.750000 Penalty: 2612.995850
	Iteration 0F: 2 clusters Score -4153343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -4127803.250000 Penalty: 5225.991699
	Iteration 0F: 3 clusters Score -4127803 nChanged 17171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -4137056.250000 Penalty: 5225.991699
	Iteration 1F: 3 clusters Score -4137056 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -4137581.250000 Penalty: 5225.991699
	Iteration 2Q: 3 clusters Score -4137581 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -4138204.000000 Penalty: 5225.991699
	Iteration 3Q: 3 clusters Score -4138204 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -4138993.500000 Penalty: 5225.991699
	Iteration 4Q: 3 clusters Score -4138994 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -4140313.750000 Penalty: 5225.991699
	Iteration 5F: 3 clusters Score -4140314 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 27565 members 
Entering Unmasked Estep 
Score: -4142165.500000 Penalty: 5225.991699
	Iteration 6F: 3 clusters Score -4142166 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 30241 members 
Entering Unmasked Estep 
Score: -4144451.250000 Penalty: 5225.991699
	Iteration 7F: 3 clusters Score -4144451 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 32822 members 
Entering Unmasked Estep 
Score: -4146817.250000 Penalty: 5225.991699
	Iteration 8F: 3 clusters Score -4146817 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -4148667.750000 Penalty: 5225.991699
	Iteration 9F: 3 clusters Score -4148668 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 36034 members 
Entering Unmasked Estep 
Score: -4149841.500000 Penalty: 5225.991699
	Iteration 10Q: 3 clusters Score -4149842 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 36688 members 
Entering Unmasked Estep 
Score: -4150469.750000 Penalty: 5225.991699
	Iteration 11Q: 3 clusters Score -4150470 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 36983 members 
Entering Unmasked Estep 
Score: -4150743.750000 Penalty: 5225.991699
	Iteration 12Q: 3 clusters Score -4150744 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -4150900.500000 Penalty: 5225.991699
	Iteration 13Q: 3 clusters Score -4150900 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -4150993.750000 Penalty: 5225.991699
	Iteration 14Q: 3 clusters Score -4150994 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -4151043.000000 Penalty: 5225.991699
	Iteration 15Q: 3 clusters Score -4151043 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -4151077.250000 Penalty: 5225.991699
	Iteration 16Q: 3 clusters Score -4151077 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -4151100.250000 Penalty: 5225.991699
	Iteration 17Q: 3 clusters Score -4151100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
Score: -4151109.500000 Penalty: 5225.991699
	Iteration 18Q: 3 clusters Score -4151110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 37288 members 
Entering Unmasked Estep 
Score: -4151118.000000 Penalty: 5225.991699
	Iteration 19Q: 3 clusters Score -4151118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -4151119.250000 Penalty: 5225.991699
	Iteration 20F: 3 clusters Score -4151119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 37292 members 
Entering Unmasked Estep 
Score: -4151127.000000 Penalty: 5225.991699
	Iteration 21Q: 3 clusters Score -4151127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 37299 members 
Entering Unmasked Estep 
Score: -4151135.000000 Penalty: 5225.991699
	Iteration 22Q: 3 clusters Score -4151135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -4151138.750000 Penalty: 5225.991699
	Iteration 23Q: 3 clusters Score -4151139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
Score: -4151141.750000 Penalty: 5225.991699
	Iteration 24Q: 3 clusters Score -4151142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -4151141.750000 Penalty: 5225.991699
	Iteration 25Q: 3 clusters Score -4151142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -4151137.500000 Penalty: 5225.991699
	Iteration 26Q: 3 clusters Score -4151138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 37305 members 
Entering Unmasked Estep 
Score: -4151140.250000 Penalty: 5225.991699
	Iteration 27Q: 3 clusters Score -4151140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 37307 members 
Entering Unmasked Estep 
Score: -4151147.250000 Penalty: 5225.991699
	Iteration 28Q: 3 clusters Score -4151147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 37307 members 
Entering Unmasked Estep 
Score: -4151147.250000 Penalty: 5225.991699
	Iteration 29F: 3 clusters Score -4151147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Entering Unmasked Estep 
Score: -224907.156250 Penalty: 1888.471680
	Iteration 0F: 2 clusters Score -224907.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -222284.296875 Penalty: 3776.943359
	Iteration 0F: 3 clusters Score -222284.3 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -222751.843750 Penalty: 3776.943359
	Iteration 1F: 3 clusters Score -222751.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -222856.718750 Penalty: 3776.943359
	Iteration 2F: 3 clusters Score -222856.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -222906.453125 Penalty: 3776.943359
	Iteration 3Q: 3 clusters Score -222906.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -222934.046875 Penalty: 3776.943359
	Iteration 4Q: 3 clusters Score -222934 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -222957.140625 Penalty: 3776.943359
	Iteration 5Q: 3 clusters Score -222957.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -222972.531250 Penalty: 3776.943359
	Iteration 6Q: 3 clusters Score -222972.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -222987.343750 Penalty: 3776.943359
	Iteration 7Q: 3 clusters Score -222987.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -223001.703125 Penalty: 3776.943359
	Iteration 8Q: 3 clusters Score -223001.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -223009.781250 Penalty: 3776.943359
	Iteration 9Q: 3 clusters Score -223009.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -223013.187500 Penalty: 3776.943359
	Iteration 10Q: 3 clusters Score -223013.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -223017.218750 Penalty: 3776.943359
	Iteration 11Q: 3 clusters Score -223017.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -223021.734375 Penalty: 3776.943359
	Iteration 12Q: 3 clusters Score -223021.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -223028.531250 Penalty: 3776.943359
	Iteration 13Q: 3 clusters Score -223028.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -223033.468750 Penalty: 3776.943359
	Iteration 14Q: 3 clusters Score -223033.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -223037.781250 Penalty: 3776.943359
	Iteration 15Q: 3 clusters Score -223037.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -223040.296875 Penalty: 3776.943359
	Iteration 16Q: 3 clusters Score -223040.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -223041.703125 Penalty: 3776.943359
	Iteration 17Q: 3 clusters Score -223041.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -223043.500000 Penalty: 3776.943359
	Iteration 18Q: 3 clusters Score -223043.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -223044.718750 Penalty: 3776.943359
	Iteration 19Q: 3 clusters Score -223044.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -223044.890625 Penalty: 3776.943359
	Iteration 20F: 3 clusters Score -223044.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -223045.421875 Penalty: 3776.943359
	Iteration 21Q: 3 clusters Score -223045.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -223046.609375 Penalty: 3776.943359
	Iteration 22Q: 3 clusters Score -223046.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -223047.046875 Penalty: 3776.943359
	Iteration 23Q: 3 clusters Score -223047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -223047.046875 Penalty: 3776.943359
	Iteration 24F: 3 clusters Score -223047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (138100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138100 members 
Entering Unmasked Estep 
Score: -14145832.000000 Penalty: 2935.261963
	Iteration 0F: 2 clusters Score -1.414583e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69071 members 
Mstep: Class 2 contains 69029 members 
Entering Unmasked Estep 
Score: -14053641.000000 Penalty: 5870.523926
	Iteration 0F: 3 clusters Score -1.405364e+07 nChanged 65862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69975 members 
Mstep: Class 2 contains 68125 members 
Entering Unmasked Estep 
Score: -14092158.000000 Penalty: 5870.523926
	Iteration 1F: 3 clusters Score -1.409216e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70338 members 
Mstep: Class 2 contains 67762 members 
Entering Unmasked Estep 
Score: -14093745.000000 Penalty: 5870.523926
	Iteration 2Q: 3 clusters Score -1.409374e+07 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70656 members 
Mstep: Class 2 contains 67444 members 
Entering Unmasked Estep 
Score: -14095703.000000 Penalty: 5870.523926
	Iteration 3Q: 3 clusters Score -1.40957e+07 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70913 members 
Mstep: Class 2 contains 67187 members 
Entering Unmasked Estep 
Score: -14098300.000000 Penalty: 5870.523926
	Iteration 4Q: 3 clusters Score -1.40983e+07 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71143 members 
Mstep: Class 2 contains 66957 members 
Entering Unmasked Estep 
Score: -14101809.000000 Penalty: 5870.523926
	Iteration 5F: 3 clusters Score -1.410181e+07 nChanged 7810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71249 members 
Mstep: Class 2 contains 66851 members 
Entering Unmasked Estep 
Score: -14105813.000000 Penalty: 5870.523926
	Iteration 6F: 3 clusters Score -1.410581e+07 nChanged 8100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71107 members 
Mstep: Class 2 contains 66993 members 
Entering Unmasked Estep 
Score: -14110560.000000 Penalty: 5870.523926
	Iteration 7F: 3 clusters Score -1.411056e+07 nChanged 8141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70968 members 
Mstep: Class 2 contains 67132 members 
Entering Unmasked Estep 
Score: -14115461.000000 Penalty: 5870.523926
	Iteration 8F: 3 clusters Score -1.411546e+07 nChanged 7327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70939 members 
Mstep: Class 2 contains 67161 members 
Entering Unmasked Estep 
Score: -14119807.000000 Penalty: 5870.523926
	Iteration 9F: 3 clusters Score -1.411981e+07 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70938 members 
Mstep: Class 2 contains 67162 members 
Entering Unmasked Estep 
Score: -14122683.000000 Penalty: 5870.523926
	Iteration 10Q: 3 clusters Score -1.412268e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71056 members 
Mstep: Class 2 contains 67044 members 
Entering Unmasked Estep 
Score: -14124667.000000 Penalty: 5870.523926
	Iteration 11Q: 3 clusters Score -1.412467e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71237 members 
Mstep: Class 2 contains 66863 members 
Entering Unmasked Estep 
Score: -14126006.000000 Penalty: 5870.523926
	Iteration 12Q: 3 clusters Score -1.412601e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71432 members 
Mstep: Class 2 contains 66668 members 
Entering Unmasked Estep 
Score: -14126755.000000 Penalty: 5870.523926
	Iteration 13Q: 3 clusters Score -1.412676e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71620 members 
Mstep: Class 2 contains 66480 members 
Entering Unmasked Estep 
Score: -14127361.000000 Penalty: 5870.523926
	Iteration 14Q: 3 clusters Score -1.412736e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71748 members 
Mstep: Class 2 contains 66352 members 
Entering Unmasked Estep 
Score: -14127906.000000 Penalty: 5870.523926
	Iteration 15Q: 3 clusters Score -1.412791e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71814 members 
Mstep: Class 2 contains 66286 members 
Entering Unmasked Estep 
Score: -14128277.000000 Penalty: 5870.523926
	Iteration 16Q: 3 clusters Score -1.412828e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71918 members 
Mstep: Class 2 contains 66182 members 
Entering Unmasked Estep 
Score: -14128682.000000 Penalty: 5870.523926
	Iteration 17Q: 3 clusters Score -1.412868e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71946 members 
Mstep: Class 2 contains 66154 members 
Entering Unmasked Estep 
Score: -14128923.000000 Penalty: 5870.523926
	Iteration 18Q: 3 clusters Score -1.412892e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71924 members 
Mstep: Class 2 contains 66176 members 
Entering Unmasked Estep 
Score: -14129100.000000 Penalty: 5870.523926
	Iteration 19Q: 3 clusters Score -1.41291e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71922 members 
Mstep: Class 2 contains 66178 members 
Entering Unmasked Estep 
Score: -14129262.000000 Penalty: 5870.523926
	Iteration 20F: 3 clusters Score -1.412926e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71902 members 
Mstep: Class 2 contains 66198 members 
Entering Unmasked Estep 
Score: -14129464.000000 Penalty: 5870.523926
	Iteration 21Q: 3 clusters Score -1.412946e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71916 members 
Mstep: Class 2 contains 66184 members 
Entering Unmasked Estep 
Score: -14129555.000000 Penalty: 5870.523926
	Iteration 22Q: 3 clusters Score -1.412956e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71909 members 
Mstep: Class 2 contains 66191 members 
Entering Unmasked Estep 
Score: -14129661.000000 Penalty: 5870.523926
	Iteration 23Q: 3 clusters Score -1.412966e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71900 members 
Mstep: Class 2 contains 66200 members 
Entering Unmasked Estep 
Score: -14129762.000000 Penalty: 5870.523926
	Iteration 24Q: 3 clusters Score -1.412976e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71944 members 
Mstep: Class 2 contains 66156 members 
Entering Unmasked Estep 
Score: -14129866.000000 Penalty: 5870.523926
	Iteration 25Q: 3 clusters Score -1.412987e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72035 members 
Mstep: Class 2 contains 66065 members 
Entering Unmasked Estep 
Score: -14129951.000000 Penalty: 5870.523926
	Iteration 26Q: 3 clusters Score -1.412995e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72182 members 
Mstep: Class 2 contains 65918 members 
Entering Unmasked Estep 
Score: -14130002.000000 Penalty: 5870.523926
	Iteration 27Q: 3 clusters Score -1.413e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72305 members 
Mstep: Class 2 contains 65795 members 
Entering Unmasked Estep 
Score: -14130090.000000 Penalty: 5870.523926
	Iteration 28Q: 3 clusters Score -1.413009e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72449 members 
Mstep: Class 2 contains 65651 members 
Entering Unmasked Estep 
Score: -14130154.000000 Penalty: 5870.523926
	Iteration 29Q: 3 clusters Score -1.413015e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72612 members 
Mstep: Class 2 contains 65488 members 
Entering Unmasked Estep 
Score: -14130232.000000 Penalty: 5870.523926
	Iteration 30Q: 3 clusters Score -1.413023e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72777 members 
Mstep: Class 2 contains 65323 members 
Entering Unmasked Estep 
Score: -14130233.000000 Penalty: 5870.523926
	Iteration 31Q: 3 clusters Score -1.413023e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72952 members 
Mstep: Class 2 contains 65148 members 
Entering Unmasked Estep 
Score: -14130228.000000 Penalty: 5870.523926
	Iteration 32Q: 3 clusters Score -1.413023e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73142 members 
Mstep: Class 2 contains 64958 members 
Entering Unmasked Estep 
Score: -14130215.000000 Penalty: 5870.523926
	Iteration 33Q: 3 clusters Score -1.413022e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73317 members 
Mstep: Class 2 contains 64783 members 
Entering Unmasked Estep 
Score: -14130213.000000 Penalty: 5870.523926
	Iteration 34Q: 3 clusters Score -1.413021e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73516 members 
Mstep: Class 2 contains 64584 members 
Entering Unmasked Estep 
Score: -14130229.000000 Penalty: 5870.523926
	Iteration 35Q: 3 clusters Score -1.413023e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73688 members 
Mstep: Class 2 contains 64412 members 
Entering Unmasked Estep 
Score: -14130231.000000 Penalty: 5870.523926
	Iteration 36Q: 3 clusters Score -1.413023e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73926 members 
Mstep: Class 2 contains 64174 members 
Entering Unmasked Estep 
Score: -14130293.000000 Penalty: 5870.523926
	Iteration 37Q: 3 clusters Score -1.413029e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74195 members 
Mstep: Class 2 contains 63905 members 
Entering Unmasked Estep 
Score: -14130331.000000 Penalty: 5870.523926
	Iteration 38Q: 3 clusters Score -1.413033e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74482 members 
Mstep: Class 2 contains 63618 members 
Entering Unmasked Estep 
Score: -14130339.000000 Penalty: 5870.523926
	Iteration 39Q: 3 clusters Score -1.413034e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74772 members 
Mstep: Class 2 contains 63328 members 
Entering Unmasked Estep 
Score: -14130359.000000 Penalty: 5870.523926
	Iteration 40F: 3 clusters Score -1.413036e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75077 members 
Mstep: Class 2 contains 63023 members 
Entering Unmasked Estep 
Score: -14130316.000000 Penalty: 5870.523926
	Iteration 41Q: 3 clusters Score -1.413032e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75398 members 
Mstep: Class 2 contains 62702 members 
Entering Unmasked Estep 
Score: -14130433.000000 Penalty: 5870.523926
	Iteration 42Q: 3 clusters Score -1.413043e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75752 members 
Mstep: Class 2 contains 62348 members 
Entering Unmasked Estep 
Score: -14130430.000000 Penalty: 5870.523926
	Iteration 43Q: 3 clusters Score -1.413043e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76152 members 
Mstep: Class 2 contains 61948 members 
Entering Unmasked Estep 
Score: -14130494.000000 Penalty: 5870.523926
	Iteration 44Q: 3 clusters Score -1.413049e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76562 members 
Mstep: Class 2 contains 61538 members 
Entering Unmasked Estep 
Score: -14130505.000000 Penalty: 5870.523926
	Iteration 45Q: 3 clusters Score -1.41305e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77037 members 
Mstep: Class 2 contains 61063 members 
Entering Unmasked Estep 
Score: -14130571.000000 Penalty: 5870.523926
	Iteration 46Q: 3 clusters Score -1.413057e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77480 members 
Mstep: Class 2 contains 60620 members 
Entering Unmasked Estep 
Score: -14130613.000000 Penalty: 5870.523926
	Iteration 47Q: 3 clusters Score -1.413061e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77924 members 
Mstep: Class 2 contains 60176 members 
Entering Unmasked Estep 
Score: -14130690.000000 Penalty: 5870.523926
	Iteration 48Q: 3 clusters Score -1.413069e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78388 members 
Mstep: Class 2 contains 59712 members 
Entering Unmasked Estep 
Score: -14130713.000000 Penalty: 5870.523926
	Iteration 49Q: 3 clusters Score -1.413071e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78886 members 
Mstep: Class 2 contains 59214 members 
Entering Unmasked Estep 
Score: -14130773.000000 Penalty: 5870.523926
	Iteration 50Q: 3 clusters Score -1.413077e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79438 members 
Mstep: Class 2 contains 58662 members 
Entering Unmasked Estep 
Score: -14130843.000000 Penalty: 5870.523926
	Iteration 51Q: 3 clusters Score -1.413084e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79992 members 
Mstep: Class 2 contains 58108 members 
Entering Unmasked Estep 
Score: -14130844.000000 Penalty: 5870.523926
	Iteration 52Q: 3 clusters Score -1.413084e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80562 members 
Mstep: Class 2 contains 57538 members 
Entering Unmasked Estep 
Score: -14130917.000000 Penalty: 5870.523926
	Iteration 53Q: 3 clusters Score -1.413092e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81207 members 
Mstep: Class 2 contains 56893 members 
Entering Unmasked Estep 
Score: -14131054.000000 Penalty: 5870.523926
	Iteration 54Q: 3 clusters Score -1.413105e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81872 members 
Mstep: Class 2 contains 56228 members 
Entering Unmasked Estep 
Score: -14131144.000000 Penalty: 5870.523926
	Iteration 55Q: 3 clusters Score -1.413114e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82567 members 
Mstep: Class 2 contains 55533 members 
Entering Unmasked Estep 
Score: -14131173.000000 Penalty: 5870.523926
	Iteration 56Q: 3 clusters Score -1.413117e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83285 members 
Mstep: Class 2 contains 54815 members 
Entering Unmasked Estep 
Score: -14131282.000000 Penalty: 5870.523926
	Iteration 57Q: 3 clusters Score -1.413128e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84021 members 
Mstep: Class 2 contains 54079 members 
Entering Unmasked Estep 
Score: -14131361.000000 Penalty: 5870.523926
	Iteration 58Q: 3 clusters Score -1.413136e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84841 members 
Mstep: Class 2 contains 53259 members 
Entering Unmasked Estep 
Score: -14131494.000000 Penalty: 5870.523926
	Iteration 59Q: 3 clusters Score -1.413149e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85716 members 
Mstep: Class 2 contains 52384 members 
Entering Unmasked Estep 
Score: -14131607.000000 Penalty: 5870.523926
	Iteration 60F: 3 clusters Score -1.413161e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86599 members 
Mstep: Class 2 contains 51501 members 
Entering Unmasked Estep 
Score: -14131741.000000 Penalty: 5870.523926
	Iteration 61Q: 3 clusters Score -1.413174e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87493 members 
Mstep: Class 2 contains 50607 members 
Entering Unmasked Estep 
Score: -14131850.000000 Penalty: 5870.523926
	Iteration 62Q: 3 clusters Score -1.413185e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88440 members 
Mstep: Class 2 contains 49660 members 
Entering Unmasked Estep 
Score: -14132050.000000 Penalty: 5870.523926
	Iteration 63Q: 3 clusters Score -1.413205e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89495 members 
Mstep: Class 2 contains 48605 members 
Entering Unmasked Estep 
Score: -14132214.000000 Penalty: 5870.523926
	Iteration 64Q: 3 clusters Score -1.413221e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90548 members 
Mstep: Class 2 contains 47552 members 
Entering Unmasked Estep 
Score: -14132347.000000 Penalty: 5870.523926
	Iteration 65Q: 3 clusters Score -1.413235e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91689 members 
Mstep: Class 2 contains 46411 members 
Entering Unmasked Estep 
Score: -14132423.000000 Penalty: 5870.523926
	Iteration 66Q: 3 clusters Score -1.413242e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92832 members 
Mstep: Class 2 contains 45268 members 
Entering Unmasked Estep 
Score: -14132687.000000 Penalty: 5870.523926
	Iteration 67Q: 3 clusters Score -1.413269e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94046 members 
Mstep: Class 2 contains 44054 members 
Entering Unmasked Estep 
Score: -14132923.000000 Penalty: 5870.523926
	Iteration 68Q: 3 clusters Score -1.413292e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95270 members 
Mstep: Class 2 contains 42830 members 
Entering Unmasked Estep 
Score: -14133209.000000 Penalty: 5870.523926
	Iteration 69Q: 3 clusters Score -1.413321e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96571 members 
Mstep: Class 2 contains 41529 members 
Entering Unmasked Estep 
Score: -14133355.000000 Penalty: 5870.523926
	Iteration 70Q: 3 clusters Score -1.413336e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97974 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
Score: -14133563.000000 Penalty: 5870.523926
	Iteration 71Q: 3 clusters Score -1.413356e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99430 members 
Mstep: Class 2 contains 38670 members 
Entering Unmasked Estep 
Score: -14133842.000000 Penalty: 5870.523926
	Iteration 72Q: 3 clusters Score -1.413384e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101054 members 
Mstep: Class 2 contains 37046 members 
Entering Unmasked Estep 
Score: -14134240.000000 Penalty: 5870.523926
	Iteration 73Q: 3 clusters Score -1.413424e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102799 members 
Mstep: Class 2 contains 35301 members 
Entering Unmasked Estep 
Score: -14134658.000000 Penalty: 5870.523926
	Iteration 74Q: 3 clusters Score -1.413466e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104606 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -14135230.000000 Penalty: 5870.523926
	Iteration 75Q: 3 clusters Score -1.413523e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106439 members 
Mstep: Class 2 contains 31661 members 
Entering Unmasked Estep 
Score: -14135722.000000 Penalty: 5870.523926
	Iteration 76Q: 3 clusters Score -1.413572e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108303 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
Score: -14136256.000000 Penalty: 5870.523926
	Iteration 77Q: 3 clusters Score -1.413626e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110258 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -14136910.000000 Penalty: 5870.523926
	Iteration 78Q: 3 clusters Score -1.413691e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112255 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -14137729.000000 Penalty: 5870.523926
	Iteration 79Q: 3 clusters Score -1.413773e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114320 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -14138637.000000 Penalty: 5870.523926
	Iteration 80F: 3 clusters Score -1.413864e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116497 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -14139684.000000 Penalty: 5870.523926
	Iteration 81Q: 3 clusters Score -1.413968e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118496 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -14140606.000000 Penalty: 5870.523926
	Iteration 82Q: 3 clusters Score -1.414061e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120449 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -14141552.000000 Penalty: 5870.523926
	Iteration 83Q: 3 clusters Score -1.414155e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122247 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -14142358.000000 Penalty: 5870.523926
	Iteration 84Q: 3 clusters Score -1.414236e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123828 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -14142964.000000 Penalty: 5870.523926
	Iteration 85Q: 3 clusters Score -1.414296e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125226 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -14143526.000000 Penalty: 5870.523926
	Iteration 86Q: 3 clusters Score -1.414353e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126481 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -14143920.000000 Penalty: 5870.523926
	Iteration 87Q: 3 clusters Score -1.414392e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127473 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -14144233.000000 Penalty: 5870.523926
	Iteration 88Q: 3 clusters Score -1.414423e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128251 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -14144487.000000 Penalty: 5870.523926
	Iteration 89Q: 3 clusters Score -1.414449e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128949 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -14144708.000000 Penalty: 5870.523926
	Iteration 90Q: 3 clusters Score -1.414471e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129532 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -14144882.000000 Penalty: 5870.523926
	Iteration 91Q: 3 clusters Score -1.414488e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129986 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -14144968.000000 Penalty: 5870.523926
	Iteration 92Q: 3 clusters Score -1.414497e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130322 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -14145063.000000 Penalty: 5870.523926
	Iteration 93Q: 3 clusters Score -1.414506e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130606 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -14145197.000000 Penalty: 5870.523926
	Iteration 94Q: 3 clusters Score -1.41452e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130840 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -14145251.000000 Penalty: 5870.523926
	Iteration 95Q: 3 clusters Score -1.414525e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131041 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -14145289.000000 Penalty: 5870.523926
	Iteration 96Q: 3 clusters Score -1.414529e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131219 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -14145337.000000 Penalty: 5870.523926
	Iteration 97Q: 3 clusters Score -1.414534e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131372 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -14145380.000000 Penalty: 5870.523926
	Iteration 98Q: 3 clusters Score -1.414538e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131500 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -14145392.000000 Penalty: 5870.523926
	Iteration 99Q: 3 clusters Score -1.414539e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131595 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -14145332.000000 Penalty: 5870.523926
	Iteration 100F: 3 clusters Score -1.414533e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131699 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -14145335.000000 Penalty: 5870.523926
	Iteration 101Q: 3 clusters Score -1.414534e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131783 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -14145363.000000 Penalty: 5870.523926
	Iteration 102Q: 3 clusters Score -1.414536e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131853 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -14145368.000000 Penalty: 5870.523926
	Iteration 103Q: 3 clusters Score -1.414537e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131902 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -14145409.000000 Penalty: 5870.523926
	Iteration 104Q: 3 clusters Score -1.414541e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131951 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -14145382.000000 Penalty: 5870.523926
	Iteration 105Q: 3 clusters Score -1.414538e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132004 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -14145401.000000 Penalty: 5870.523926
	Iteration 106Q: 3 clusters Score -1.41454e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132036 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -14145385.000000 Penalty: 5870.523926
	Iteration 107Q: 3 clusters Score -1.414538e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132071 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -14145380.000000 Penalty: 5870.523926
	Iteration 108Q: 3 clusters Score -1.414538e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132106 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -14145425.000000 Penalty: 5870.523926
	Iteration 109Q: 3 clusters Score -1.414542e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132136 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -14145443.000000 Penalty: 5870.523926
	Iteration 110Q: 3 clusters Score -1.414544e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132174 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -14145393.000000 Penalty: 5870.523926
	Iteration 111Q: 3 clusters Score -1.414539e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132192 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -14145398.000000 Penalty: 5870.523926
	Iteration 112Q: 3 clusters Score -1.41454e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132213 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -14145404.000000 Penalty: 5870.523926
	Iteration 113Q: 3 clusters Score -1.41454e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132225 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -14145391.000000 Penalty: 5870.523926
	Iteration 114Q: 3 clusters Score -1.414539e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132233 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -14145422.000000 Penalty: 5870.523926
	Iteration 115Q: 3 clusters Score -1.414542e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132246 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -14145438.000000 Penalty: 5870.523926
	Iteration 116Q: 3 clusters Score -1.414544e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132262 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -14145419.000000 Penalty: 5870.523926
	Iteration 117Q: 3 clusters Score -1.414542e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132284 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -14145421.000000 Penalty: 5870.523926
	Iteration 118Q: 3 clusters Score -1.414542e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132298 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -14145444.000000 Penalty: 5870.523926
	Iteration 119Q: 3 clusters Score -1.414544e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132307 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -14145438.000000 Penalty: 5870.523926
	Iteration 120F: 3 clusters Score -1.414544e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132314 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -14145438.000000 Penalty: 5870.523926
	Iteration 121Q: 3 clusters Score -1.414544e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132330 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -14145442.000000 Penalty: 5870.523926
	Iteration 122Q: 3 clusters Score -1.414544e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132339 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -14145450.000000 Penalty: 5870.523926
	Iteration 123Q: 3 clusters Score -1.414545e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132347 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -14145471.000000 Penalty: 5870.523926
	Iteration 124Q: 3 clusters Score -1.414547e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132353 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -14145447.000000 Penalty: 5870.523926
	Iteration 125Q: 3 clusters Score -1.414545e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132360 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -14145449.000000 Penalty: 5870.523926
	Iteration 126Q: 3 clusters Score -1.414545e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132367 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -14145460.000000 Penalty: 5870.523926
	Iteration 127Q: 3 clusters Score -1.414546e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132373 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -14145429.000000 Penalty: 5870.523926
	Iteration 128Q: 3 clusters Score -1.414543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132376 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -14145433.000000 Penalty: 5870.523926
	Iteration 129Q: 3 clusters Score -1.414543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132381 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -14145432.000000 Penalty: 5870.523926
	Iteration 130Q: 3 clusters Score -1.414543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132383 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -14145425.000000 Penalty: 5870.523926
	Iteration 131Q: 3 clusters Score -1.414542e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132391 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -14145429.000000 Penalty: 5870.523926
	Iteration 132Q: 3 clusters Score -1.414543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132393 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -14145440.000000 Penalty: 5870.523926
	Iteration 133Q: 3 clusters Score -1.414544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132396 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -14145465.000000 Penalty: 5870.523926
	Iteration 134Q: 3 clusters Score -1.414546e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132401 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -14145468.000000 Penalty: 5870.523926
	Iteration 135Q: 3 clusters Score -1.414547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132399 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -14145466.000000 Penalty: 5870.523926
	Iteration 136Q: 3 clusters Score -1.414547e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132398 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -14145473.000000 Penalty: 5870.523926
	Iteration 137Q: 3 clusters Score -1.414547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132396 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -14145470.000000 Penalty: 5870.523926
	Iteration 138Q: 3 clusters Score -1.414547e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132399 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -14145462.000000 Penalty: 5870.523926
	Iteration 139Q: 3 clusters Score -1.414546e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132400 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -14145459.000000 Penalty: 5870.523926
	Iteration 140F: 3 clusters Score -1.414546e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Entering Unmasked Estep 
Score: -348986.093750 Penalty: 2010.490479
	Iteration 0F: 2 clusters Score -348986.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -345550.625000 Penalty: 4020.980957
	Iteration 0F: 3 clusters Score -345550.6 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -346299.468750 Penalty: 4020.980957
	Iteration 1F: 3 clusters Score -346299.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -346489.062500 Penalty: 4020.980957
	Iteration 2F: 3 clusters Score -346489.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -346621.312500 Penalty: 4020.980957
	Iteration 3F: 3 clusters Score -346621.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -346725.781250 Penalty: 4020.980957
	Iteration 4Q: 3 clusters Score -346725.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -346819.187500 Penalty: 4020.980957
	Iteration 5Q: 3 clusters Score -346819.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -346924.125000 Penalty: 4020.980957
	Iteration 6Q: 3 clusters Score -346924.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -347054.250000 Penalty: 4020.980957
	Iteration 7Q: 3 clusters Score -347054.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -347242.031250 Penalty: 4020.980957
	Iteration 8Q: 3 clusters Score -347242 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -347467.531250 Penalty: 4020.980957
	Iteration 9Q: 3 clusters Score -347467.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -347636.000000 Penalty: 4020.980957
	Iteration 10Q: 3 clusters Score -347636 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -347756.531250 Penalty: 4020.980957
	Iteration 11Q: 3 clusters Score -347756.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -347840.312500 Penalty: 4020.980957
	Iteration 12Q: 3 clusters Score -347840.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -347893.625000 Penalty: 4020.980957
	Iteration 13Q: 3 clusters Score -347893.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -347931.468750 Penalty: 4020.980957
	Iteration 14Q: 3 clusters Score -347931.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -347950.906250 Penalty: 4020.980957
	Iteration 15Q: 3 clusters Score -347950.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -347960.062500 Penalty: 4020.980957
	Iteration 16Q: 3 clusters Score -347960.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -347966.812500 Penalty: 4020.980957
	Iteration 17Q: 3 clusters Score -347966.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -347972.000000 Penalty: 4020.980957
	Iteration 18Q: 3 clusters Score -347972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -347976.687500 Penalty: 4020.980957
	Iteration 19Q: 3 clusters Score -347976.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -347980.375000 Penalty: 4020.980957
	Iteration 20F: 3 clusters Score -347980.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -347984.375000 Penalty: 4020.980957
	Iteration 21Q: 3 clusters Score -347984.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -347990.937500 Penalty: 4020.980957
	Iteration 22Q: 3 clusters Score -347990.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -347997.906250 Penalty: 4020.980957
	Iteration 23Q: 3 clusters Score -347997.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -348002.218750 Penalty: 4020.980957
	Iteration 24Q: 3 clusters Score -348002.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -348003.906250 Penalty: 4020.980957
	Iteration 25Q: 3 clusters Score -348003.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -348008.531250 Penalty: 4020.980957
	Iteration 26Q: 3 clusters Score -348008.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -348012.593750 Penalty: 4020.980957
	Iteration 27Q: 3 clusters Score -348012.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -348020.531250 Penalty: 4020.980957
	Iteration 28Q: 3 clusters Score -348020.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -348025.343750 Penalty: 4020.980957
	Iteration 29Q: 3 clusters Score -348025.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -348031.656250 Penalty: 4020.980957
	Iteration 30Q: 3 clusters Score -348031.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -348033.062500 Penalty: 4020.980957
	Iteration 31Q: 3 clusters Score -348033.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -348034.062500 Penalty: 4020.980957
	Iteration 32Q: 3 clusters Score -348034.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -348034.593750 Penalty: 4020.980957
	Iteration 33Q: 3 clusters Score -348034.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -348037.343750 Penalty: 4020.980957
	Iteration 34Q: 3 clusters Score -348037.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -348038.875000 Penalty: 4020.980957
	Iteration 35Q: 3 clusters Score -348038.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -348040.906250 Penalty: 4020.980957
	Iteration 36Q: 3 clusters Score -348040.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -348042.312500 Penalty: 4020.980957
	Iteration 37Q: 3 clusters Score -348042.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -348043.843750 Penalty: 4020.980957
	Iteration 38Q: 3 clusters Score -348043.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -348045.187500 Penalty: 4020.980957
	Iteration 39Q: 3 clusters Score -348045.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -348045.968750 Penalty: 4020.980957
	Iteration 40F: 3 clusters Score -348046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -348047.781250 Penalty: 4020.980957
	Iteration 41Q: 3 clusters Score -348047.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -348047.718750 Penalty: 4020.980957
	Iteration 42Q: 3 clusters Score -348047.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -348048.218750 Penalty: 4020.980957
	Iteration 43Q: 3 clusters Score -348048.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -348048.687500 Penalty: 4020.980957
	Iteration 44Q: 3 clusters Score -348048.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -348049.593750 Penalty: 4020.980957
	Iteration 45Q: 3 clusters Score -348049.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -348050.531250 Penalty: 4020.980957
	Iteration 46Q: 3 clusters Score -348050.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -348051.031250 Penalty: 4020.980957
	Iteration 47Q: 3 clusters Score -348051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -348052.656250 Penalty: 4020.980957
	Iteration 48Q: 3 clusters Score -348052.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -348053.218750 Penalty: 4020.980957
	Iteration 49Q: 3 clusters Score -348053.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -348053.218750 Penalty: 4020.980957
	Iteration 50F: 3 clusters Score -348053.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Entering Unmasked Estep 
Score: -1431637.750000 Penalty: 2350.809082
	Iteration 0F: 2 clusters Score -1431638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1422085.625000 Penalty: 4701.618164
	Iteration 0F: 3 clusters Score -1422086 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1424987.375000 Penalty: 4701.618164
	Iteration 1F: 3 clusters Score -1424987 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1425368.500000 Penalty: 4701.618164
	Iteration 2F: 3 clusters Score -1425368 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1425720.375000 Penalty: 4701.618164
	Iteration 3F: 3 clusters Score -1425720 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1426085.875000 Penalty: 4701.618164
	Iteration 4F: 3 clusters Score -1426086 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1426586.750000 Penalty: 4701.618164
	Iteration 5F: 3 clusters Score -1426587 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1427204.375000 Penalty: 4701.618164
	Iteration 6F: 3 clusters Score -1427204 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1427895.000000 Penalty: 4701.618164
	Iteration 7F: 3 clusters Score -1427895 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1428553.125000 Penalty: 4701.618164
	Iteration 8F: 3 clusters Score -1428553 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1429065.250000 Penalty: 4701.618164
	Iteration 9Q: 3 clusters Score -1429065 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1429386.500000 Penalty: 4701.618164
	Iteration 10Q: 3 clusters Score -1429386 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1429609.125000 Penalty: 4701.618164
	Iteration 11Q: 3 clusters Score -1429609 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1429766.375000 Penalty: 4701.618164
	Iteration 12Q: 3 clusters Score -1429766 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1429848.250000 Penalty: 4701.618164
	Iteration 13Q: 3 clusters Score -1429848 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1429906.375000 Penalty: 4701.618164
	Iteration 14Q: 3 clusters Score -1429906 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1429942.000000 Penalty: 4701.618164
	Iteration 15Q: 3 clusters Score -1429942 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1429967.750000 Penalty: 4701.618164
	Iteration 16Q: 3 clusters Score -1429968 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1429987.875000 Penalty: 4701.618164
	Iteration 17Q: 3 clusters Score -1429988 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1430006.375000 Penalty: 4701.618164
	Iteration 18Q: 3 clusters Score -1430006 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1430017.875000 Penalty: 4701.618164
	Iteration 19Q: 3 clusters Score -1430018 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1430023.125000 Penalty: 4701.618164
	Iteration 20F: 3 clusters Score -1430023 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1430027.625000 Penalty: 4701.618164
	Iteration 21Q: 3 clusters Score -1430028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1430033.375000 Penalty: 4701.618164
	Iteration 22Q: 3 clusters Score -1430033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1430034.625000 Penalty: 4701.618164
	Iteration 23Q: 3 clusters Score -1430035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1430038.250000 Penalty: 4701.618164
	Iteration 24Q: 3 clusters Score -1430038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1430042.750000 Penalty: 4701.618164
	Iteration 25Q: 3 clusters Score -1430043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1430046.250000 Penalty: 4701.618164
	Iteration 26Q: 3 clusters Score -1430046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1430051.375000 Penalty: 4701.618164
	Iteration 27Q: 3 clusters Score -1430051 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1430056.000000 Penalty: 4701.618164
	Iteration 28Q: 3 clusters Score -1430056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1430052.000000 Penalty: 4701.618164
	Iteration 29Q: 3 clusters Score -1430052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1430054.000000 Penalty: 4701.618164
	Iteration 30Q: 3 clusters Score -1430054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1430053.750000 Penalty: 4701.618164
	Iteration 31Q: 3 clusters Score -1430054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1430055.375000 Penalty: 4701.618164
	Iteration 32Q: 3 clusters Score -1430055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1430054.500000 Penalty: 4701.618164
	Iteration 33Q: 3 clusters Score -1430054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1430053.875000 Penalty: 4701.618164
	Iteration 34Q: 3 clusters Score -1430054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1430058.500000 Penalty: 4701.618164
	Iteration 35Q: 3 clusters Score -1430058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1430059.250000 Penalty: 4701.618164
	Iteration 36Q: 3 clusters Score -1430059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1430058.250000 Penalty: 4701.618164
	Iteration 37Q: 3 clusters Score -1430058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1430058.875000 Penalty: 4701.618164
	Iteration 38Q: 3 clusters Score -1430059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1430063.375000 Penalty: 4701.618164
	Iteration 39Q: 3 clusters Score -1430063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1430060.750000 Penalty: 4701.618164
	Iteration 40F: 3 clusters Score -1430061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1430066.375000 Penalty: 4701.618164
	Iteration 41Q: 3 clusters Score -1430066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1430068.250000 Penalty: 4701.618164
	Iteration 42Q: 3 clusters Score -1430068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1430070.000000 Penalty: 4701.618164
	Iteration 43Q: 3 clusters Score -1430070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1430071.125000 Penalty: 4701.618164
	Iteration 44Q: 3 clusters Score -1430071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1430070.875000 Penalty: 4701.618164
	Iteration 45Q: 3 clusters Score -1430071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1430071.875000 Penalty: 4701.618164
	Iteration 46Q: 3 clusters Score -1430072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1430071.250000 Penalty: 4701.618164
	Iteration 47Q: 3 clusters Score -1430071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1430070.875000 Penalty: 4701.618164
	Iteration 48Q: 3 clusters Score -1430071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1430075.875000 Penalty: 4701.618164
	Iteration 49Q: 3 clusters Score -1430076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1430073.625000 Penalty: 4701.618164
	Iteration 50Q: 3 clusters Score -1430074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1430071.750000 Penalty: 4701.618164
	Iteration 51Q: 3 clusters Score -1430072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1430071.750000 Penalty: 4701.618164
	Iteration 52F: 3 clusters Score -1430072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Entering Unmasked Estep 
Score: -324030.093750 Penalty: 1979.554565
	Iteration 0F: 2 clusters Score -324030.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -320813.718750 Penalty: 3959.109131
	Iteration 0F: 3 clusters Score -320813.7 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -321468.625000 Penalty: 3959.109131
	Iteration 1F: 3 clusters Score -321468.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -321632.437500 Penalty: 3959.109131
	Iteration 2F: 3 clusters Score -321632.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -321728.187500 Penalty: 3959.109131
	Iteration 3Q: 3 clusters Score -321728.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -321814.906250 Penalty: 3959.109131
	Iteration 4Q: 3 clusters Score -321814.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -321887.875000 Penalty: 3959.109131
	Iteration 5Q: 3 clusters Score -321887.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -321931.468750 Penalty: 3959.109131
	Iteration 6Q: 3 clusters Score -321931.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -321971.656250 Penalty: 3959.109131
	Iteration 7Q: 3 clusters Score -321971.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -322002.437500 Penalty: 3959.109131
	Iteration 8Q: 3 clusters Score -322002.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -322023.375000 Penalty: 3959.109131
	Iteration 9Q: 3 clusters Score -322023.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -322038.937500 Penalty: 3959.109131
	Iteration 10Q: 3 clusters Score -322038.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -322052.968750 Penalty: 3959.109131
	Iteration 11Q: 3 clusters Score -322053 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -322062.750000 Penalty: 3959.109131
	Iteration 12Q: 3 clusters Score -322062.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -322072.468750 Penalty: 3959.109131
	Iteration 13Q: 3 clusters Score -322072.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -322079.906250 Penalty: 3959.109131
	Iteration 14Q: 3 clusters Score -322079.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -322084.468750 Penalty: 3959.109131
	Iteration 15Q: 3 clusters Score -322084.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -322092.531250 Penalty: 3959.109131
	Iteration 16Q: 3 clusters Score -322092.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -322100.500000 Penalty: 3959.109131
	Iteration 17Q: 3 clusters Score -322100.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -322106.187500 Penalty: 3959.109131
	Iteration 18Q: 3 clusters Score -322106.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -322114.000000 Penalty: 3959.109131
	Iteration 19Q: 3 clusters Score -322114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -322123.687500 Penalty: 3959.109131
	Iteration 20F: 3 clusters Score -322123.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -322132.312500 Penalty: 3959.109131
	Iteration 21Q: 3 clusters Score -322132.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -322139.812500 Penalty: 3959.109131
	Iteration 22Q: 3 clusters Score -322139.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -322145.531250 Penalty: 3959.109131
	Iteration 23Q: 3 clusters Score -322145.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -322148.968750 Penalty: 3959.109131
	Iteration 24Q: 3 clusters Score -322149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -322149.187500 Penalty: 3959.109131
	Iteration 25Q: 3 clusters Score -322149.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -322149.187500 Penalty: 3959.109131
	Iteration 26F: 3 clusters Score -322149.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Entering Unmasked Estep 
Score: -876606.187500 Penalty: 2233.005371
	Iteration 0F: 2 clusters Score -876606.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -870043.500000 Penalty: 4466.010742
	Iteration 0F: 3 clusters Score -870043.5 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -871878.000000 Penalty: 4466.010742
	Iteration 1F: 3 clusters Score -871878 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -872178.500000 Penalty: 4466.010742
	Iteration 2F: 3 clusters Score -872178.5 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -872420.687500 Penalty: 4466.010742
	Iteration 3F: 3 clusters Score -872420.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -872610.812500 Penalty: 4466.010742
	Iteration 4Q: 3 clusters Score -872610.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -872761.375000 Penalty: 4466.010742
	Iteration 5Q: 3 clusters Score -872761.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -872885.125000 Penalty: 4466.010742
	Iteration 6Q: 3 clusters Score -872885.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -872989.437500 Penalty: 4466.010742
	Iteration 7Q: 3 clusters Score -872989.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -873096.562500 Penalty: 4466.010742
	Iteration 8Q: 3 clusters Score -873096.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -873207.937500 Penalty: 4466.010742
	Iteration 9Q: 3 clusters Score -873207.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -873313.375000 Penalty: 4466.010742
	Iteration 10Q: 3 clusters Score -873313.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -873424.250000 Penalty: 4466.010742
	Iteration 11Q: 3 clusters Score -873424.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -873522.625000 Penalty: 4466.010742
	Iteration 12Q: 3 clusters Score -873522.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -873612.500000 Penalty: 4466.010742
	Iteration 13Q: 3 clusters Score -873612.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -873697.250000 Penalty: 4466.010742
	Iteration 14Q: 3 clusters Score -873697.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -873775.000000 Penalty: 4466.010742
	Iteration 15Q: 3 clusters Score -873775 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -873856.812500 Penalty: 4466.010742
	Iteration 16Q: 3 clusters Score -873856.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -873935.562500 Penalty: 4466.010742
	Iteration 17Q: 3 clusters Score -873935.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -873995.000000 Penalty: 4466.010742
	Iteration 18Q: 3 clusters Score -873995 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -874044.562500 Penalty: 4466.010742
	Iteration 19Q: 3 clusters Score -874044.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -874086.125000 Penalty: 4466.010742
	Iteration 20F: 3 clusters Score -874086.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -874121.375000 Penalty: 4466.010742
	Iteration 21Q: 3 clusters Score -874121.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -874153.750000 Penalty: 4466.010742
	Iteration 22Q: 3 clusters Score -874153.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -874179.250000 Penalty: 4466.010742
	Iteration 23Q: 3 clusters Score -874179.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -874198.062500 Penalty: 4466.010742
	Iteration 24Q: 3 clusters Score -874198.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -874224.812500 Penalty: 4466.010742
	Iteration 25Q: 3 clusters Score -874224.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -874264.062500 Penalty: 4466.010742
	Iteration 26Q: 3 clusters Score -874264.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -874295.500000 Penalty: 4466.010742
	Iteration 27Q: 3 clusters Score -874295.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -874324.312500 Penalty: 4466.010742
	Iteration 28Q: 3 clusters Score -874324.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -874370.250000 Penalty: 4466.010742
	Iteration 29Q: 3 clusters Score -874370.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -874424.500000 Penalty: 4466.010742
	Iteration 30Q: 3 clusters Score -874424.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -874471.875000 Penalty: 4466.010742
	Iteration 31Q: 3 clusters Score -874471.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -874519.875000 Penalty: 4466.010742
	Iteration 32Q: 3 clusters Score -874519.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -874562.812500 Penalty: 4466.010742
	Iteration 33Q: 3 clusters Score -874562.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -874605.875000 Penalty: 4466.010742
	Iteration 34Q: 3 clusters Score -874605.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -874641.812500 Penalty: 4466.010742
	Iteration 35Q: 3 clusters Score -874641.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -874686.500000 Penalty: 4466.010742
	Iteration 36Q: 3 clusters Score -874686.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -874736.500000 Penalty: 4466.010742
	Iteration 37Q: 3 clusters Score -874736.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -874791.375000 Penalty: 4466.010742
	Iteration 38Q: 3 clusters Score -874791.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -874842.125000 Penalty: 4466.010742
	Iteration 39Q: 3 clusters Score -874842.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -874907.062500 Penalty: 4466.010742
	Iteration 40F: 3 clusters Score -874907.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -874969.562500 Penalty: 4466.010742
	Iteration 41Q: 3 clusters Score -874969.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -875020.187500 Penalty: 4466.010742
	Iteration 42Q: 3 clusters Score -875020.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -875064.187500 Penalty: 4466.010742
	Iteration 43Q: 3 clusters Score -875064.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -875108.812500 Penalty: 4466.010742
	Iteration 44Q: 3 clusters Score -875108.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -875153.750000 Penalty: 4466.010742
	Iteration 45Q: 3 clusters Score -875153.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -875173.937500 Penalty: 4466.010742
	Iteration 46Q: 3 clusters Score -875173.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -875191.750000 Penalty: 4466.010742
	Iteration 47Q: 3 clusters Score -875191.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -875214.125000 Penalty: 4466.010742
	Iteration 48Q: 3 clusters Score -875214.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -875232.812500 Penalty: 4466.010742
	Iteration 49Q: 3 clusters Score -875232.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -875245.500000 Penalty: 4466.010742
	Iteration 50Q: 3 clusters Score -875245.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -875258.625000 Penalty: 4466.010742
	Iteration 51Q: 3 clusters Score -875258.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -875267.437500 Penalty: 4466.010742
	Iteration 52Q: 3 clusters Score -875267.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -875271.562500 Penalty: 4466.010742
	Iteration 53Q: 3 clusters Score -875271.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -875275.187500 Penalty: 4466.010742
	Iteration 54Q: 3 clusters Score -875275.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -875277.812500 Penalty: 4466.010742
	Iteration 55Q: 3 clusters Score -875277.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -875284.250000 Penalty: 4466.010742
	Iteration 56Q: 3 clusters Score -875284.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -875285.187500 Penalty: 4466.010742
	Iteration 57Q: 3 clusters Score -875285.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -875288.187500 Penalty: 4466.010742
	Iteration 58Q: 3 clusters Score -875288.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -875290.250000 Penalty: 4466.010742
	Iteration 59Q: 3 clusters Score -875290.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -875293.000000 Penalty: 4466.010742
	Iteration 60F: 3 clusters Score -875293 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -875297.125000 Penalty: 4466.010742
	Iteration 61Q: 3 clusters Score -875297.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -875300.437500 Penalty: 4466.010742
	Iteration 62Q: 3 clusters Score -875300.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -875300.500000 Penalty: 4466.010742
	Iteration 63Q: 3 clusters Score -875300.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -875302.062500 Penalty: 4466.010742
	Iteration 64Q: 3 clusters Score -875302.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -875305.250000 Penalty: 4466.010742
	Iteration 65Q: 3 clusters Score -875305.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -875305.250000 Penalty: 4466.010742
	Iteration 66F: 3 clusters Score -875305.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Entering Unmasked Estep 
Score: -422244.062500 Penalty: 2055.306885
	Iteration 0F: 2 clusters Score -422244.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -418396.500000 Penalty: 4110.613770
	Iteration 0F: 3 clusters Score -418396.5 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -419226.468750 Penalty: 4110.613770
	Iteration 1F: 3 clusters Score -419226.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -419396.937500 Penalty: 4110.613770
	Iteration 2F: 3 clusters Score -419396.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -419509.562500 Penalty: 4110.613770
	Iteration 3Q: 3 clusters Score -419509.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -419630.375000 Penalty: 4110.613770
	Iteration 4Q: 3 clusters Score -419630.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -419782.500000 Penalty: 4110.613770
	Iteration 5Q: 3 clusters Score -419782.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -419920.093750 Penalty: 4110.613770
	Iteration 6Q: 3 clusters Score -419920.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -420056.812500 Penalty: 4110.613770
	Iteration 7Q: 3 clusters Score -420056.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -420193.187500 Penalty: 4110.613770
	Iteration 8Q: 3 clusters Score -420193.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -420294.906250 Penalty: 4110.613770
	Iteration 9Q: 3 clusters Score -420294.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -420379.187500 Penalty: 4110.613770
	Iteration 10Q: 3 clusters Score -420379.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -420439.187500 Penalty: 4110.613770
	Iteration 11Q: 3 clusters Score -420439.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -420488.000000 Penalty: 4110.613770
	Iteration 12Q: 3 clusters Score -420488 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -420532.625000 Penalty: 4110.613770
	Iteration 13Q: 3 clusters Score -420532.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -420570.718750 Penalty: 4110.613770
	Iteration 14Q: 3 clusters Score -420570.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -420600.218750 Penalty: 4110.613770
	Iteration 15Q: 3 clusters Score -420600.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -420622.406250 Penalty: 4110.613770
	Iteration 16Q: 3 clusters Score -420622.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -420637.531250 Penalty: 4110.613770
	Iteration 17Q: 3 clusters Score -420637.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -420649.937500 Penalty: 4110.613770
	Iteration 18Q: 3 clusters Score -420649.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -420668.250000 Penalty: 4110.613770
	Iteration 19Q: 3 clusters Score -420668.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -420680.531250 Penalty: 4110.613770
	Iteration 20F: 3 clusters Score -420680.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -420695.250000 Penalty: 4110.613770
	Iteration 21Q: 3 clusters Score -420695.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -420713.656250 Penalty: 4110.613770
	Iteration 22Q: 3 clusters Score -420713.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -420735.406250 Penalty: 4110.613770
	Iteration 23Q: 3 clusters Score -420735.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -420754.062500 Penalty: 4110.613770
	Iteration 24Q: 3 clusters Score -420754.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -420773.531250 Penalty: 4110.613770
	Iteration 25Q: 3 clusters Score -420773.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -420800.625000 Penalty: 4110.613770
	Iteration 26Q: 3 clusters Score -420800.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -420832.906250 Penalty: 4110.613770
	Iteration 27Q: 3 clusters Score -420832.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -420862.093750 Penalty: 4110.613770
	Iteration 28Q: 3 clusters Score -420862.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -420894.312500 Penalty: 4110.613770
	Iteration 29Q: 3 clusters Score -420894.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -420935.531250 Penalty: 4110.613770
	Iteration 30Q: 3 clusters Score -420935.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -420983.281250 Penalty: 4110.613770
	Iteration 31Q: 3 clusters Score -420983.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -421034.718750 Penalty: 4110.613770
	Iteration 32Q: 3 clusters Score -421034.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -421096.125000 Penalty: 4110.613770
	Iteration 33Q: 3 clusters Score -421096.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -421146.937500 Penalty: 4110.613770
	Iteration 34Q: 3 clusters Score -421146.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -421182.812500 Penalty: 4110.613770
	Iteration 35Q: 3 clusters Score -421182.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -421208.687500 Penalty: 4110.613770
	Iteration 36Q: 3 clusters Score -421208.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -421232.812500 Penalty: 4110.613770
	Iteration 37Q: 3 clusters Score -421232.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -421245.281250 Penalty: 4110.613770
	Iteration 38Q: 3 clusters Score -421245.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -421249.687500 Penalty: 4110.613770
	Iteration 39Q: 3 clusters Score -421249.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -421251.312500 Penalty: 4110.613770
	Iteration 40F: 3 clusters Score -421251.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -421253.656250 Penalty: 4110.613770
	Iteration 41Q: 3 clusters Score -421253.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -421255.687500 Penalty: 4110.613770
	Iteration 42Q: 3 clusters Score -421255.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -421257.281250 Penalty: 4110.613770
	Iteration 43Q: 3 clusters Score -421257.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -421257.968750 Penalty: 4110.613770
	Iteration 44Q: 3 clusters Score -421258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -421257.968750 Penalty: 4110.613770
	Iteration 45F: 3 clusters Score -421258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Entering Unmasked Estep 
Score: -438104.593750 Penalty: 2072.425537
	Iteration 0F: 2 clusters Score -438104.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -434070.437500 Penalty: 4144.851074
	Iteration 0F: 3 clusters Score -434070.4 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -435007.687500 Penalty: 4144.851074
	Iteration 1F: 3 clusters Score -435007.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -435272.625000 Penalty: 4144.851074
	Iteration 2F: 3 clusters Score -435272.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -435550.406250 Penalty: 4144.851074
	Iteration 3F: 3 clusters Score -435550.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -435848.968750 Penalty: 4144.851074
	Iteration 4F: 3 clusters Score -435849 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -436149.437500 Penalty: 4144.851074
	Iteration 5F: 3 clusters Score -436149.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -436376.031250 Penalty: 4144.851074
	Iteration 6F: 3 clusters Score -436376 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -436575.062500 Penalty: 4144.851074
	Iteration 7Q: 3 clusters Score -436575.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -436731.531250 Penalty: 4144.851074
	Iteration 8Q: 3 clusters Score -436731.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -436859.781250 Penalty: 4144.851074
	Iteration 9Q: 3 clusters Score -436859.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -436950.406250 Penalty: 4144.851074
	Iteration 10Q: 3 clusters Score -436950.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -437048.156250 Penalty: 4144.851074
	Iteration 11Q: 3 clusters Score -437048.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -437120.875000 Penalty: 4144.851074
	Iteration 12Q: 3 clusters Score -437120.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -437166.500000 Penalty: 4144.851074
	Iteration 13Q: 3 clusters Score -437166.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -437198.875000 Penalty: 4144.851074
	Iteration 14Q: 3 clusters Score -437198.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -437224.968750 Penalty: 4144.851074
	Iteration 15Q: 3 clusters Score -437225 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -437245.000000 Penalty: 4144.851074
	Iteration 16Q: 3 clusters Score -437245 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -437265.093750 Penalty: 4144.851074
	Iteration 17Q: 3 clusters Score -437265.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -437279.250000 Penalty: 4144.851074
	Iteration 18Q: 3 clusters Score -437279.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -437288.781250 Penalty: 4144.851074
	Iteration 19Q: 3 clusters Score -437288.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -437295.593750 Penalty: 4144.851074
	Iteration 20F: 3 clusters Score -437295.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -437299.312500 Penalty: 4144.851074
	Iteration 21Q: 3 clusters Score -437299.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -437302.156250 Penalty: 4144.851074
	Iteration 22Q: 3 clusters Score -437302.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -437305.906250 Penalty: 4144.851074
	Iteration 23Q: 3 clusters Score -437305.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -437309.843750 Penalty: 4144.851074
	Iteration 24Q: 3 clusters Score -437309.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -437313.250000 Penalty: 4144.851074
	Iteration 25Q: 3 clusters Score -437313.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -437316.218750 Penalty: 4144.851074
	Iteration 26Q: 3 clusters Score -437316.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -437320.843750 Penalty: 4144.851074
	Iteration 27Q: 3 clusters Score -437320.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -437323.000000 Penalty: 4144.851074
	Iteration 28Q: 3 clusters Score -437323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -437326.437500 Penalty: 4144.851074
	Iteration 29Q: 3 clusters Score -437326.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -437329.968750 Penalty: 4144.851074
	Iteration 30Q: 3 clusters Score -437330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -437332.437500 Penalty: 4144.851074
	Iteration 31Q: 3 clusters Score -437332.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -437333.000000 Penalty: 4144.851074
	Iteration 32Q: 3 clusters Score -437333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -437334.343750 Penalty: 4144.851074
	Iteration 33Q: 3 clusters Score -437334.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -437334.500000 Penalty: 4144.851074
	Iteration 34Q: 3 clusters Score -437334.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -437335.093750 Penalty: 4144.851074
	Iteration 35Q: 3 clusters Score -437335.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -437336.218750 Penalty: 4144.851074
	Iteration 36Q: 3 clusters Score -437336.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -437336.375000 Penalty: 4144.851074
	Iteration 37Q: 3 clusters Score -437336.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -437337.437500 Penalty: 4144.851074
	Iteration 38Q: 3 clusters Score -437337.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -437337.875000 Penalty: 4144.851074
	Iteration 39Q: 3 clusters Score -437337.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -437338.250000 Penalty: 4144.851074
	Iteration 40F: 3 clusters Score -437338.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -437338.718750 Penalty: 4144.851074
	Iteration 41Q: 3 clusters Score -437338.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -437340.468750 Penalty: 4144.851074
	Iteration 42Q: 3 clusters Score -437340.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -437339.593750 Penalty: 4144.851074
	Iteration 43Q: 3 clusters Score -437339.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -437339.906250 Penalty: 4144.851074
	Iteration 44Q: 3 clusters Score -437339.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -437339.906250 Penalty: 4144.851074
	Iteration 45F: 3 clusters Score -437339.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (25379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Entering Unmasked Estep 
Score: -2736341.250000 Penalty: 2515.135986
	Iteration 0F: 2 clusters Score -2736341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -2718774.250000 Penalty: 5030.271973
	Iteration 0F: 3 clusters Score -2718774 nChanged 11344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -2724950.750000 Penalty: 5030.271973
	Iteration 1F: 3 clusters Score -2724951 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -2725602.000000 Penalty: 5030.271973
	Iteration 2F: 3 clusters Score -2725602 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -2726257.500000 Penalty: 5030.271973
	Iteration 3F: 3 clusters Score -2726258 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -2726962.250000 Penalty: 5030.271973
	Iteration 4F: 3 clusters Score -2726962 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -2727689.250000 Penalty: 5030.271973
	Iteration 5F: 3 clusters Score -2727689 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -2728493.750000 Penalty: 5030.271973
	Iteration 6F: 3 clusters Score -2728494 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -2729444.500000 Penalty: 5030.271973
	Iteration 7F: 3 clusters Score -2729444 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -2730491.250000 Penalty: 5030.271973
	Iteration 8F: 3 clusters Score -2730491 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -2731506.750000 Penalty: 5030.271973
	Iteration 9F: 3 clusters Score -2731507 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -2732472.500000 Penalty: 5030.271973
	Iteration 10Q: 3 clusters Score -2732472 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -2733272.750000 Penalty: 5030.271973
	Iteration 11Q: 3 clusters Score -2733273 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -2733738.250000 Penalty: 5030.271973
	Iteration 12Q: 3 clusters Score -2733738 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -2734071.750000 Penalty: 5030.271973
	Iteration 13Q: 3 clusters Score -2734072 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -2734285.500000 Penalty: 5030.271973
	Iteration 14Q: 3 clusters Score -2734286 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -2734434.750000 Penalty: 5030.271973
	Iteration 15Q: 3 clusters Score -2734435 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -2734543.750000 Penalty: 5030.271973
	Iteration 16Q: 3 clusters Score -2734544 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -2734609.000000 Penalty: 5030.271973
	Iteration 17Q: 3 clusters Score -2734609 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -2734666.250000 Penalty: 5030.271973
	Iteration 18Q: 3 clusters Score -2734666 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -2734713.000000 Penalty: 5030.271973
	Iteration 19Q: 3 clusters Score -2734713 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -2734735.750000 Penalty: 5030.271973
	Iteration 20F: 3 clusters Score -2734736 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -2734746.000000 Penalty: 5030.271973
	Iteration 21Q: 3 clusters Score -2734746 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -2734754.000000 Penalty: 5030.271973
	Iteration 22Q: 3 clusters Score -2734754 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -2734771.250000 Penalty: 5030.271973
	Iteration 23Q: 3 clusters Score -2734771 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -2734775.000000 Penalty: 5030.271973
	Iteration 24Q: 3 clusters Score -2734775 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -2734780.750000 Penalty: 5030.271973
	Iteration 25Q: 3 clusters Score -2734781 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -2734789.500000 Penalty: 5030.271973
	Iteration 26Q: 3 clusters Score -2734790 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -2734798.000000 Penalty: 5030.271973
	Iteration 27Q: 3 clusters Score -2734798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -2734800.500000 Penalty: 5030.271973
	Iteration 28Q: 3 clusters Score -2734800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -2734811.000000 Penalty: 5030.271973
	Iteration 29Q: 3 clusters Score -2734811 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -2734812.500000 Penalty: 5030.271973
	Iteration 30Q: 3 clusters Score -2734812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -2734817.000000 Penalty: 5030.271973
	Iteration 31Q: 3 clusters Score -2734817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -2734815.250000 Penalty: 5030.271973
	Iteration 32Q: 3 clusters Score -2734815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -2734819.000000 Penalty: 5030.271973
	Iteration 33Q: 3 clusters Score -2734819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -2734822.250000 Penalty: 5030.271973
	Iteration 34Q: 3 clusters Score -2734822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -2734820.750000 Penalty: 5030.271973
	Iteration 35Q: 3 clusters Score -2734821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -2734827.000000 Penalty: 5030.271973
	Iteration 36Q: 3 clusters Score -2734827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -2734831.750000 Penalty: 5030.271973
	Iteration 37Q: 3 clusters Score -2734832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -2734831.750000 Penalty: 5030.271973
	Iteration 38Q: 3 clusters Score -2734832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -2734830.250000 Penalty: 5030.271973
	Iteration 39Q: 3 clusters Score -2734830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -2734829.500000 Penalty: 5030.271973
	Iteration 40F: 3 clusters Score -2734830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -2734827.750000 Penalty: 5030.271973
	Iteration 41Q: 3 clusters Score -2734828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -2734829.750000 Penalty: 5030.271973
	Iteration 42Q: 3 clusters Score -2734830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -2734831.250000 Penalty: 5030.271973
	Iteration 43Q: 3 clusters Score -2734831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -2734830.750000 Penalty: 5030.271973
	Iteration 44Q: 3 clusters Score -2734831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -2734830.250000 Penalty: 5030.271973
	Iteration 45Q: 3 clusters Score -2734830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -2734830.250000 Penalty: 5030.271973
	Iteration 46F: 3 clusters Score -2734830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Entering Unmasked Estep 
Score: -538438.250000 Penalty: 2147.355713
	Iteration 0F: 2 clusters Score -538438.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -533530.437500 Penalty: 4294.711426
	Iteration 0F: 3 clusters Score -533530.4 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -534895.687500 Penalty: 4294.711426
	Iteration 1F: 3 clusters Score -534895.7 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -535404.937500 Penalty: 4294.711426
	Iteration 2F: 3 clusters Score -535404.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -535806.875000 Penalty: 4294.711426
	Iteration 3F: 3 clusters Score -535806.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -536195.062500 Penalty: 4294.711426
	Iteration 4F: 3 clusters Score -536195.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -536501.375000 Penalty: 4294.711426
	Iteration 5F: 3 clusters Score -536501.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -536735.000000 Penalty: 4294.711426
	Iteration 6F: 3 clusters Score -536735 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -536925.125000 Penalty: 4294.711426
	Iteration 7Q: 3 clusters Score -536925.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -537101.187500 Penalty: 4294.711426
	Iteration 8Q: 3 clusters Score -537101.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -537259.625000 Penalty: 4294.711426
	Iteration 9Q: 3 clusters Score -537259.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -537375.562500 Penalty: 4294.711426
	Iteration 10Q: 3 clusters Score -537375.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -537463.750000 Penalty: 4294.711426
	Iteration 11Q: 3 clusters Score -537463.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -537522.750000 Penalty: 4294.711426
	Iteration 12Q: 3 clusters Score -537522.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -537560.187500 Penalty: 4294.711426
	Iteration 13Q: 3 clusters Score -537560.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -537590.750000 Penalty: 4294.711426
	Iteration 14Q: 3 clusters Score -537590.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -537620.125000 Penalty: 4294.711426
	Iteration 15Q: 3 clusters Score -537620.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -537644.625000 Penalty: 4294.711426
	Iteration 16Q: 3 clusters Score -537644.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -537659.937500 Penalty: 4294.711426
	Iteration 17Q: 3 clusters Score -537659.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -537674.125000 Penalty: 4294.711426
	Iteration 18Q: 3 clusters Score -537674.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -537684.000000 Penalty: 4294.711426
	Iteration 19Q: 3 clusters Score -537684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -537690.500000 Penalty: 4294.711426
	Iteration 20F: 3 clusters Score -537690.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -537695.187500 Penalty: 4294.711426
	Iteration 21Q: 3 clusters Score -537695.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -537699.750000 Penalty: 4294.711426
	Iteration 22Q: 3 clusters Score -537699.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -537705.687500 Penalty: 4294.711426
	Iteration 23Q: 3 clusters Score -537705.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -537707.750000 Penalty: 4294.711426
	Iteration 24Q: 3 clusters Score -537707.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -537710.187500 Penalty: 4294.711426
	Iteration 25Q: 3 clusters Score -537710.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -537710.812500 Penalty: 4294.711426
	Iteration 26Q: 3 clusters Score -537710.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -537713.562500 Penalty: 4294.711426
	Iteration 27Q: 3 clusters Score -537713.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -537713.625000 Penalty: 4294.711426
	Iteration 28Q: 3 clusters Score -537713.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -537715.000000 Penalty: 4294.711426
	Iteration 29Q: 3 clusters Score -537715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -537715.500000 Penalty: 4294.711426
	Iteration 30Q: 3 clusters Score -537715.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -537715.687500 Penalty: 4294.711426
	Iteration 31Q: 3 clusters Score -537715.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -537716.250000 Penalty: 4294.711426
	Iteration 32Q: 3 clusters Score -537716.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -537718.187500 Penalty: 4294.711426
	Iteration 33Q: 3 clusters Score -537718.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -537718.312500 Penalty: 4294.711426
	Iteration 34Q: 3 clusters Score -537718.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -537719.125000 Penalty: 4294.711426
	Iteration 35Q: 3 clusters Score -537719.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -537719.875000 Penalty: 4294.711426
	Iteration 36Q: 3 clusters Score -537719.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -537722.000000 Penalty: 4294.711426
	Iteration 37Q: 3 clusters Score -537722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -537723.500000 Penalty: 4294.711426
	Iteration 38Q: 3 clusters Score -537723.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -537726.187500 Penalty: 4294.711426
	Iteration 39Q: 3 clusters Score -537726.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -537726.187500 Penalty: 4294.711426
	Iteration 40F: 3 clusters Score -537726.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Entering Unmasked Estep 
Score: -148884.656250 Penalty: 1805.783569
	Iteration 0F: 2 clusters Score -148884.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -146597.109375 Penalty: 3611.567139
	Iteration 0F: 3 clusters Score -146597.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -147022.640625 Penalty: 3611.567139
	Iteration 1F: 3 clusters Score -147022.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -147235.046875 Penalty: 3611.567139
	Iteration 2F: 3 clusters Score -147235 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -147428.250000 Penalty: 3611.567139
	Iteration 3F: 3 clusters Score -147428.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -147586.890625 Penalty: 3611.567139
	Iteration 4F: 3 clusters Score -147586.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -147722.203125 Penalty: 3611.567139
	Iteration 5F: 3 clusters Score -147722.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -147817.187500 Penalty: 3611.567139
	Iteration 6Q: 3 clusters Score -147817.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -147883.171875 Penalty: 3611.567139
	Iteration 7Q: 3 clusters Score -147883.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -147948.546875 Penalty: 3611.567139
	Iteration 8Q: 3 clusters Score -147948.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -147992.265625 Penalty: 3611.567139
	Iteration 9Q: 3 clusters Score -147992.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -148008.906250 Penalty: 3611.567139
	Iteration 10Q: 3 clusters Score -148008.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -148016.734375 Penalty: 3611.567139
	Iteration 11Q: 3 clusters Score -148016.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -148028.203125 Penalty: 3611.567139
	Iteration 12Q: 3 clusters Score -148028.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -148050.156250 Penalty: 3611.567139
	Iteration 13Q: 3 clusters Score -148050.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -148070.453125 Penalty: 3611.567139
	Iteration 14Q: 3 clusters Score -148070.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -148079.515625 Penalty: 3611.567139
	Iteration 15Q: 3 clusters Score -148079.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -148085.765625 Penalty: 3611.567139
	Iteration 16Q: 3 clusters Score -148085.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -148087.609375 Penalty: 3611.567139
	Iteration 17Q: 3 clusters Score -148087.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -148090.109375 Penalty: 3611.567139
	Iteration 18Q: 3 clusters Score -148090.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -148092.125000 Penalty: 3611.567139
	Iteration 19Q: 3 clusters Score -148092.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -148093.562500 Penalty: 3611.567139
	Iteration 20F: 3 clusters Score -148093.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Entering Unmasked Estep 
Score: -2101380.500000 Penalty: 2460.781250
	Iteration 0F: 2 clusters Score -2101380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -2087130.250000 Penalty: 4921.562500
	Iteration 0F: 3 clusters Score -2087130 nChanged 8974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -2092039.125000 Penalty: 4921.562500
	Iteration 1F: 3 clusters Score -2092039 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -2092591.125000 Penalty: 4921.562500
	Iteration 2F: 3 clusters Score -2092591 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -2093229.250000 Penalty: 4921.562500
	Iteration 3F: 3 clusters Score -2093229 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -2093967.000000 Penalty: 4921.562500
	Iteration 4F: 3 clusters Score -2093967 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -2094882.875000 Penalty: 4921.562500
	Iteration 5F: 3 clusters Score -2094883 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -2095968.625000 Penalty: 4921.562500
	Iteration 6F: 3 clusters Score -2095969 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -2097035.000000 Penalty: 4921.562500
	Iteration 7F: 3 clusters Score -2097035 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2097942.000000 Penalty: 4921.562500
	Iteration 8F: 3 clusters Score -2097942 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -2098518.500000 Penalty: 4921.562500
	Iteration 9Q: 3 clusters Score -2098518 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -2098848.250000 Penalty: 4921.562500
	Iteration 10Q: 3 clusters Score -2098848 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -2099007.250000 Penalty: 4921.562500
	Iteration 11Q: 3 clusters Score -2099007 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -2099100.000000 Penalty: 4921.562500
	Iteration 12Q: 3 clusters Score -2099100 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -2099159.250000 Penalty: 4921.562500
	Iteration 13Q: 3 clusters Score -2099159 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -2099196.750000 Penalty: 4921.562500
	Iteration 14Q: 3 clusters Score -2099197 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -2099231.250000 Penalty: 4921.562500
	Iteration 15Q: 3 clusters Score -2099231 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -2099251.250000 Penalty: 4921.562500
	Iteration 16Q: 3 clusters Score -2099251 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -2099265.750000 Penalty: 4921.562500
	Iteration 17Q: 3 clusters Score -2099266 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -2099284.750000 Penalty: 4921.562500
	Iteration 18Q: 3 clusters Score -2099285 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -2099297.250000 Penalty: 4921.562500
	Iteration 19Q: 3 clusters Score -2099297 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2099312.250000 Penalty: 4921.562500
	Iteration 20F: 3 clusters Score -2099312 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2099329.250000 Penalty: 4921.562500
	Iteration 21Q: 3 clusters Score -2099329 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -2099342.750000 Penalty: 4921.562500
	Iteration 22Q: 3 clusters Score -2099343 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -2099359.000000 Penalty: 4921.562500
	Iteration 23Q: 3 clusters Score -2099359 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -2099368.000000 Penalty: 4921.562500
	Iteration 24Q: 3 clusters Score -2099368 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -2099376.250000 Penalty: 4921.562500
	Iteration 25Q: 3 clusters Score -2099376 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -2099389.000000 Penalty: 4921.562500
	Iteration 26Q: 3 clusters Score -2099389 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -2099399.500000 Penalty: 4921.562500
	Iteration 27Q: 3 clusters Score -2099400 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -2099409.750000 Penalty: 4921.562500
	Iteration 28Q: 3 clusters Score -2099410 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -2099415.500000 Penalty: 4921.562500
	Iteration 29Q: 3 clusters Score -2099416 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -2099415.750000 Penalty: 4921.562500
	Iteration 30Q: 3 clusters Score -2099416 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -2099426.750000 Penalty: 4921.562500
	Iteration 31Q: 3 clusters Score -2099427 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -2099426.750000 Penalty: 4921.562500
	Iteration 32Q: 3 clusters Score -2099427 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -2099432.250000 Penalty: 4921.562500
	Iteration 33Q: 3 clusters Score -2099432 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -2099436.250000 Penalty: 4921.562500
	Iteration 34Q: 3 clusters Score -2099436 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -2099439.000000 Penalty: 4921.562500
	Iteration 35Q: 3 clusters Score -2099439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -2099437.750000 Penalty: 4921.562500
	Iteration 36Q: 3 clusters Score -2099438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -2099433.500000 Penalty: 4921.562500
	Iteration 37Q: 3 clusters Score -2099434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -2099436.250000 Penalty: 4921.562500
	Iteration 38Q: 3 clusters Score -2099436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -2099436.500000 Penalty: 4921.562500
	Iteration 39Q: 3 clusters Score -2099436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -2099434.000000 Penalty: 4921.562500
	Iteration 40F: 3 clusters Score -2099434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -2099442.250000 Penalty: 4921.562500
	Iteration 41Q: 3 clusters Score -2099442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -2099441.750000 Penalty: 4921.562500
	Iteration 42Q: 3 clusters Score -2099442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -2099441.500000 Penalty: 4921.562500
	Iteration 43Q: 3 clusters Score -2099442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -2099440.250000 Penalty: 4921.562500
	Iteration 44Q: 3 clusters Score -2099440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -2099436.250000 Penalty: 4921.562500
	Iteration 45Q: 3 clusters Score -2099436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -2099437.750000 Penalty: 4921.562500
	Iteration 46Q: 3 clusters Score -2099438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -2099441.750000 Penalty: 4921.562500
	Iteration 47Q: 3 clusters Score -2099442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -2099439.750000 Penalty: 4921.562500
	Iteration 48Q: 3 clusters Score -2099440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -2099440.000000 Penalty: 4921.562500
	Iteration 49Q: 3 clusters Score -2099440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -2099441.250000 Penalty: 4921.562500
	Iteration 50Q: 3 clusters Score -2099441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -2099438.250000 Penalty: 4921.562500
	Iteration 51Q: 3 clusters Score -2099438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -2099442.750000 Penalty: 4921.562500
	Iteration 52Q: 3 clusters Score -2099443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -2099447.750000 Penalty: 4921.562500
	Iteration 53Q: 3 clusters Score -2099448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -2099446.750000 Penalty: 4921.562500
	Iteration 54Q: 3 clusters Score -2099447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -2099445.000000 Penalty: 4921.562500
	Iteration 55Q: 3 clusters Score -2099445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2099445.500000 Penalty: 4921.562500
	Iteration 56Q: 3 clusters Score -2099446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -2099446.500000 Penalty: 4921.562500
	Iteration 57Q: 3 clusters Score -2099446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -2099446.750000 Penalty: 4921.562500
	Iteration 58Q: 3 clusters Score -2099447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -2099447.750000 Penalty: 4921.562500
	Iteration 59Q: 3 clusters Score -2099448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -2099446.250000 Penalty: 4921.562500
	Iteration 60F: 3 clusters Score -2099446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -2099445.500000 Penalty: 4921.562500
	Iteration 61Q: 3 clusters Score -2099446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -2099447.500000 Penalty: 4921.562500
	Iteration 62Q: 3 clusters Score -2099448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -2099444.000000 Penalty: 4921.562500
	Iteration 63Q: 3 clusters Score -2099444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -2099445.750000 Penalty: 4921.562500
	Iteration 64Q: 3 clusters Score -2099446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -2099449.750000 Penalty: 4921.562500
	Iteration 65Q: 3 clusters Score -2099450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -2099449.250000 Penalty: 4921.562500
	Iteration 66Q: 3 clusters Score -2099449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -2099446.500000 Penalty: 4921.562500
	Iteration 67Q: 3 clusters Score -2099446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -2099451.500000 Penalty: 4921.562500
	Iteration 68Q: 3 clusters Score -2099452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -2099454.000000 Penalty: 4921.562500
	Iteration 69Q: 3 clusters Score -2099454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -2099451.500000 Penalty: 4921.562500
	Iteration 70Q: 3 clusters Score -2099452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2099452.500000 Penalty: 4921.562500
	Iteration 71Q: 3 clusters Score -2099452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -2099461.250000 Penalty: 4921.562500
	Iteration 72Q: 3 clusters Score -2099461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -2099457.000000 Penalty: 4921.562500
	Iteration 73Q: 3 clusters Score -2099457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -2099458.250000 Penalty: 4921.562500
	Iteration 74Q: 3 clusters Score -2099458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -2099457.250000 Penalty: 4921.562500
	Iteration 75Q: 3 clusters Score -2099457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -2099457.250000 Penalty: 4921.562500
	Iteration 76Q: 3 clusters Score -2099457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -2099459.000000 Penalty: 4921.562500
	Iteration 77Q: 3 clusters Score -2099459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -2099459.500000 Penalty: 4921.562500
	Iteration 78Q: 3 clusters Score -2099460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -2099457.500000 Penalty: 4921.562500
	Iteration 79Q: 3 clusters Score -2099458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -2099460.500000 Penalty: 4921.562500
	Iteration 80F: 3 clusters Score -2099460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -2099461.000000 Penalty: 4921.562500
	Iteration 81Q: 3 clusters Score -2099461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -2099461.000000 Penalty: 4921.562500
	Iteration 82Q: 3 clusters Score -2099461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -2099460.500000 Penalty: 4921.562500
	Iteration 83Q: 3 clusters Score -2099460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -2099456.500000 Penalty: 4921.562500
	Iteration 84Q: 3 clusters Score -2099456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -2099457.000000 Penalty: 4921.562500
	Iteration 85Q: 3 clusters Score -2099457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -2099459.250000 Penalty: 4921.562500
	Iteration 86Q: 3 clusters Score -2099459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -2099460.250000 Penalty: 4921.562500
	Iteration 87Q: 3 clusters Score -2099460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2099463.750000 Penalty: 4921.562500
	Iteration 88Q: 3 clusters Score -2099464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2099467.750000 Penalty: 4921.562500
	Iteration 89Q: 3 clusters Score -2099468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -2099466.750000 Penalty: 4921.562500
	Iteration 90Q: 3 clusters Score -2099467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -2099467.250000 Penalty: 4921.562500
	Iteration 91Q: 3 clusters Score -2099467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -2099464.250000 Penalty: 4921.562500
	Iteration 92Q: 3 clusters Score -2099464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -2099466.500000 Penalty: 4921.562500
	Iteration 93Q: 3 clusters Score -2099466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -2099469.250000 Penalty: 4921.562500
	Iteration 94Q: 3 clusters Score -2099469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -2099465.250000 Penalty: 4921.562500
	Iteration 95Q: 3 clusters Score -2099465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -2099461.750000 Penalty: 4921.562500
	Iteration 96Q: 3 clusters Score -2099462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2099462.000000 Penalty: 4921.562500
	Iteration 97Q: 3 clusters Score -2099462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -2099466.000000 Penalty: 4921.562500
	Iteration 98Q: 3 clusters Score -2099466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -2099466.000000 Penalty: 4921.562500
	Iteration 99F: 3 clusters Score -2099466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Entering Unmasked Estep 
Score: -348155.406250 Penalty: 2006.419800
	Iteration 0F: 2 clusters Score -348155.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -344778.156250 Penalty: 4012.839600
	Iteration 0F: 3 clusters Score -344778.2 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -345440.937500 Penalty: 4012.839600
	Iteration 1F: 3 clusters Score -345440.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -345582.937500 Penalty: 4012.839600
	Iteration 2F: 3 clusters Score -345582.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -345670.531250 Penalty: 4012.839600
	Iteration 3Q: 3 clusters Score -345670.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -345752.500000 Penalty: 4012.839600
	Iteration 4Q: 3 clusters Score -345752.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -345820.937500 Penalty: 4012.839600
	Iteration 5Q: 3 clusters Score -345820.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -345883.562500 Penalty: 4012.839600
	Iteration 6Q: 3 clusters Score -345883.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -345939.468750 Penalty: 4012.839600
	Iteration 7Q: 3 clusters Score -345939.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -345987.593750 Penalty: 4012.839600
	Iteration 8Q: 3 clusters Score -345987.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -346022.343750 Penalty: 4012.839600
	Iteration 9Q: 3 clusters Score -346022.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -346049.812500 Penalty: 4012.839600
	Iteration 10Q: 3 clusters Score -346049.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -346081.281250 Penalty: 4012.839600
	Iteration 11Q: 3 clusters Score -346081.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -346112.437500 Penalty: 4012.839600
	Iteration 12Q: 3 clusters Score -346112.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -346139.968750 Penalty: 4012.839600
	Iteration 13Q: 3 clusters Score -346140 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -346166.250000 Penalty: 4012.839600
	Iteration 14Q: 3 clusters Score -346166.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -346201.531250 Penalty: 4012.839600
	Iteration 15Q: 3 clusters Score -346201.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -346238.031250 Penalty: 4012.839600
	Iteration 16Q: 3 clusters Score -346238 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -346266.812500 Penalty: 4012.839600
	Iteration 17Q: 3 clusters Score -346266.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -346297.375000 Penalty: 4012.839600
	Iteration 18Q: 3 clusters Score -346297.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -346326.031250 Penalty: 4012.839600
	Iteration 19Q: 3 clusters Score -346326 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -346353.093750 Penalty: 4012.839600
	Iteration 20F: 3 clusters Score -346353.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -346375.156250 Penalty: 4012.839600
	Iteration 21Q: 3 clusters Score -346375.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -346395.375000 Penalty: 4012.839600
	Iteration 22Q: 3 clusters Score -346395.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -346416.000000 Penalty: 4012.839600
	Iteration 23Q: 3 clusters Score -346416 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -346432.218750 Penalty: 4012.839600
	Iteration 24Q: 3 clusters Score -346432.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -346453.125000 Penalty: 4012.839600
	Iteration 25Q: 3 clusters Score -346453.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -346467.406250 Penalty: 4012.839600
	Iteration 26Q: 3 clusters Score -346467.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -346475.375000 Penalty: 4012.839600
	Iteration 27Q: 3 clusters Score -346475.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -346483.687500 Penalty: 4012.839600
	Iteration 28Q: 3 clusters Score -346483.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -346494.593750 Penalty: 4012.839600
	Iteration 29Q: 3 clusters Score -346494.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -346501.281250 Penalty: 4012.839600
	Iteration 30Q: 3 clusters Score -346501.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -346509.843750 Penalty: 4012.839600
	Iteration 31Q: 3 clusters Score -346509.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -346516.156250 Penalty: 4012.839600
	Iteration 32Q: 3 clusters Score -346516.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -346524.843750 Penalty: 4012.839600
	Iteration 33Q: 3 clusters Score -346524.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -346530.000000 Penalty: 4012.839600
	Iteration 34Q: 3 clusters Score -346530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -346532.406250 Penalty: 4012.839600
	Iteration 35Q: 3 clusters Score -346532.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -346534.812500 Penalty: 4012.839600
	Iteration 36Q: 3 clusters Score -346534.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -346537.000000 Penalty: 4012.839600
	Iteration 37Q: 3 clusters Score -346537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -346539.062500 Penalty: 4012.839600
	Iteration 38Q: 3 clusters Score -346539.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -346538.968750 Penalty: 4012.839600
	Iteration 39Q: 3 clusters Score -346539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -346538.968750 Penalty: 4012.839600
	Iteration 40F: 3 clusters Score -346539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -38796.347656 Penalty: 1490.794312
	Iteration 0F: 2 clusters Score -38796.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -37492.757812 Penalty: 2981.588623
	Iteration 0F: 3 clusters Score -37492.76 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -37656.722656 Penalty: 2981.588623
	Iteration 1F: 3 clusters Score -37656.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -37687.140625 Penalty: 2981.588623
	Iteration 2Q: 3 clusters Score -37687.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -37701.527344 Penalty: 2981.588623
	Iteration 3Q: 3 clusters Score -37701.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -37711.078125 Penalty: 2981.588623
	Iteration 4Q: 3 clusters Score -37711.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -37712.496094 Penalty: 2981.588623
	Iteration 5Q: 3 clusters Score -37712.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -37712.496094 Penalty: 2981.588623
	Iteration 6F: 3 clusters Score -37712.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (145133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145133 members 
Entering Unmasked Estep 
Score: -16001960.000000 Penalty: 2947.580566
	Iteration 0F: 2 clusters Score -1.600196e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72604 members 
Mstep: Class 2 contains 72529 members 
Entering Unmasked Estep 
Score: -15904870.000000 Penalty: 5895.161133
	Iteration 0F: 3 clusters Score -1.590487e+07 nChanged 69545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72677 members 
Mstep: Class 2 contains 72456 members 
Entering Unmasked Estep 
Score: -15944684.000000 Penalty: 5895.161133
	Iteration 1F: 3 clusters Score -1.594468e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72468 members 
Mstep: Class 2 contains 72665 members 
Entering Unmasked Estep 
Score: -15945369.000000 Penalty: 5895.161133
	Iteration 2Q: 3 clusters Score -1.594537e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72197 members 
Mstep: Class 2 contains 72936 members 
Entering Unmasked Estep 
Score: -15945960.000000 Penalty: 5895.161133
	Iteration 3Q: 3 clusters Score -1.594596e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71703 members 
Mstep: Class 2 contains 73430 members 
Entering Unmasked Estep 
Score: -15946803.000000 Penalty: 5895.161133
	Iteration 4Q: 3 clusters Score -1.59468e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70924 members 
Mstep: Class 2 contains 74209 members 
Entering Unmasked Estep 
Score: -15947911.000000 Penalty: 5895.161133
	Iteration 5Q: 3 clusters Score -1.594791e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69863 members 
Mstep: Class 2 contains 75270 members 
Entering Unmasked Estep 
Score: -15949129.000000 Penalty: 5895.161133
	Iteration 6Q: 3 clusters Score -1.594913e+07 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68450 members 
Mstep: Class 2 contains 76683 members 
Entering Unmasked Estep 
Score: -15950455.000000 Penalty: 5895.161133
	Iteration 7Q: 3 clusters Score -1.595046e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66674 members 
Mstep: Class 2 contains 78459 members 
Entering Unmasked Estep 
Score: -15952224.000000 Penalty: 5895.161133
	Iteration 8Q: 3 clusters Score -1.595222e+07 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64326 members 
Mstep: Class 2 contains 80807 members 
Entering Unmasked Estep 
Score: -15954298.000000 Penalty: 5895.161133
	Iteration 9Q: 3 clusters Score -1.59543e+07 nChanged 6439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61307 members 
Mstep: Class 2 contains 83826 members 
Entering Unmasked Estep 
Score: -15956815.000000 Penalty: 5895.161133
	Iteration 10Q: 3 clusters Score -1.595682e+07 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57598 members 
Mstep: Class 2 contains 87535 members 
Entering Unmasked Estep 
Score: -15959901.000000 Penalty: 5895.161133
	Iteration 11Q: 3 clusters Score -1.59599e+07 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53231 members 
Mstep: Class 2 contains 91902 members 
Entering Unmasked Estep 
Score: -15963125.000000 Penalty: 5895.161133
	Iteration 12Q: 3 clusters Score -1.596312e+07 nChanged 6720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48283 members 
Mstep: Class 2 contains 96850 members 
Entering Unmasked Estep 
Score: -15966586.000000 Penalty: 5895.161133
	Iteration 13Q: 3 clusters Score -1.596659e+07 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42866 members 
Mstep: Class 2 contains 102267 members 
Entering Unmasked Estep 
Score: -15970245.000000 Penalty: 5895.161133
	Iteration 14Q: 3 clusters Score -1.597024e+07 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 107887 members 
Entering Unmasked Estep 
Score: -15974174.000000 Penalty: 5895.161133
	Iteration 15Q: 3 clusters Score -1.597417e+07 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 113415 members 
Entering Unmasked Estep 
Score: -15978204.000000 Penalty: 5895.161133
	Iteration 16Q: 3 clusters Score -1.59782e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 118478 members 
Entering Unmasked Estep 
Score: -15981874.000000 Penalty: 5895.161133
	Iteration 17Q: 3 clusters Score -1.598187e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 123024 members 
Entering Unmasked Estep 
Score: -15985134.000000 Penalty: 5895.161133
	Iteration 18Q: 3 clusters Score -1.598513e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 127017 members 
Entering Unmasked Estep 
Score: -15987517.000000 Penalty: 5895.161133
	Iteration 19Q: 3 clusters Score -1.598752e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 130449 members 
Entering Unmasked Estep 
Score: -15989707.000000 Penalty: 5895.161133
	Iteration 20F: 3 clusters Score -1.598971e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 133588 members 
Entering Unmasked Estep 
Score: -15991665.000000 Penalty: 5895.161133
	Iteration 21Q: 3 clusters Score -1.599166e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 136281 members 
Entering Unmasked Estep 
Score: -15993424.000000 Penalty: 5895.161133
	Iteration 22Q: 3 clusters Score -1.599342e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 138494 members 
Entering Unmasked Estep 
Score: -15994863.000000 Penalty: 5895.161133
	Iteration 23Q: 3 clusters Score -1.599486e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 140355 members 
Entering Unmasked Estep 
Score: -15996156.000000 Penalty: 5895.161133
	Iteration 24Q: 3 clusters Score -1.599616e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 141844 members 
Entering Unmasked Estep 
Score: -15997156.000000 Penalty: 5895.161133
	Iteration 25Q: 3 clusters Score -1.599716e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 142937 members 
Entering Unmasked Estep 
Score: -15997922.000000 Penalty: 5895.161133
	Iteration 26Q: 3 clusters Score -1.599792e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 143628 members 
Entering Unmasked Estep 
Score: -15998476.000000 Penalty: 5895.161133
	Iteration 27Q: 3 clusters Score -1.599848e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 144033 members 
Entering Unmasked Estep 
Score: -15998754.000000 Penalty: 5895.161133
	Iteration 28Q: 3 clusters Score -1.599875e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 144256 members 
Entering Unmasked Estep 
Score: -15998976.000000 Penalty: 5895.161133
	Iteration 29Q: 3 clusters Score -1.599898e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 144394 members 
Entering Unmasked Estep 
Score: -15999103.000000 Penalty: 5895.161133
	Iteration 30Q: 3 clusters Score -1.59991e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 144494 members 
Entering Unmasked Estep 
Score: -15999210.000000 Penalty: 5895.161133
	Iteration 31Q: 3 clusters Score -1.599921e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 144554 members 
Entering Unmasked Estep 
Score: -15999208.000000 Penalty: 5895.161133
	Iteration 32Q: 3 clusters Score -1.599921e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 144591 members 
Entering Unmasked Estep 
Score: -15999266.000000 Penalty: 5895.161133
	Iteration 33Q: 3 clusters Score -1.599927e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 144625 members 
Entering Unmasked Estep 
Score: -15999293.000000 Penalty: 5895.161133
	Iteration 34Q: 3 clusters Score -1.599929e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 144641 members 
Entering Unmasked Estep 
Score: -15999297.000000 Penalty: 5895.161133
	Iteration 35Q: 3 clusters Score -1.59993e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 144652 members 
Entering Unmasked Estep 
Score: -15999313.000000 Penalty: 5895.161133
	Iteration 36Q: 3 clusters Score -1.599931e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 144662 members 
Entering Unmasked Estep 
Score: -15999323.000000 Penalty: 5895.161133
	Iteration 37Q: 3 clusters Score -1.599932e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 144675 members 
Entering Unmasked Estep 
Score: -15999339.000000 Penalty: 5895.161133
	Iteration 38Q: 3 clusters Score -1.599934e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 144681 members 
Entering Unmasked Estep 
Score: -15999338.000000 Penalty: 5895.161133
	Iteration 39Q: 3 clusters Score -1.599934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 144684 members 
Entering Unmasked Estep 
Score: -15999365.000000 Penalty: 5895.161133
	Iteration 40F: 3 clusters Score -1.599936e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 144688 members 
Entering Unmasked Estep 
Score: -15999355.000000 Penalty: 5895.161133
	Iteration 41Q: 3 clusters Score -1.599936e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 144692 members 
Entering Unmasked Estep 
Score: -15999365.000000 Penalty: 5895.161133
	Iteration 42Q: 3 clusters Score -1.599936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 144694 members 
Entering Unmasked Estep 
Score: -15999365.000000 Penalty: 5895.161133
	Iteration 43Q: 3 clusters Score -1.599936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 144695 members 
Entering Unmasked Estep 
Score: -15999359.000000 Penalty: 5895.161133
	Iteration 44Q: 3 clusters Score -1.599936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 144698 members 
Entering Unmasked Estep 
Score: -15999367.000000 Penalty: 5895.161133
	Iteration 45Q: 3 clusters Score -1.599937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 144700 members 
Entering Unmasked Estep 
Score: -15999362.000000 Penalty: 5895.161133
	Iteration 46Q: 3 clusters Score -1.599936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 144699 members 
Entering Unmasked Estep 
Score: -15999369.000000 Penalty: 5895.161133
	Iteration 47Q: 3 clusters Score -1.599937e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 144700 members 
Entering Unmasked Estep 
Score: -15999376.000000 Penalty: 5895.161133
	Iteration 48Q: 3 clusters Score -1.599938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 144701 members 
Entering Unmasked Estep 
Score: -15999378.000000 Penalty: 5895.161133
	Iteration 49Q: 3 clusters Score -1.599938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 144702 members 
Entering Unmasked Estep 
Score: -15999367.000000 Penalty: 5895.161133
	Iteration 50Q: 3 clusters Score -1.599937e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 144703 members 
Entering Unmasked Estep 
Score: -15999379.000000 Penalty: 5895.161133
	Iteration 51Q: 3 clusters Score -1.599938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 144706 members 
Entering Unmasked Estep 
Score: -15999386.000000 Penalty: 5895.161133
	Iteration 52Q: 3 clusters Score -1.599939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 144709 members 
Entering Unmasked Estep 
Score: -15999387.000000 Penalty: 5895.161133
	Iteration 53Q: 3 clusters Score -1.599939e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 144711 members 
Entering Unmasked Estep 
Score: -15999390.000000 Penalty: 5895.161133
	Iteration 54Q: 3 clusters Score -1.599939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 144713 members 
Entering Unmasked Estep 
Score: -15999400.000000 Penalty: 5895.161133
	Iteration 55Q: 3 clusters Score -1.59994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 144711 members 
Entering Unmasked Estep 
Score: -15999383.000000 Penalty: 5895.161133
	Iteration 56Q: 3 clusters Score -1.599938e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 144711 members 
Entering Unmasked Estep 
Score: -15999372.000000 Penalty: 5895.161133
	Iteration 57Q: 3 clusters Score -1.599937e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 144710 members 
Entering Unmasked Estep 
Score: -15999379.000000 Penalty: 5895.161133
	Iteration 58Q: 3 clusters Score -1.599938e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 144710 members 
Entering Unmasked Estep 
Score: -15999379.000000 Penalty: 5895.161133
	Iteration 59F: 3 clusters Score -1.599938e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (25964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Entering Unmasked Estep 
Score: -2800759.750000 Penalty: 2520.787598
	Iteration 0F: 2 clusters Score -2800760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -2782843.500000 Penalty: 5041.575195
	Iteration 0F: 3 clusters Score -2782844 nChanged 11615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -2788950.500000 Penalty: 5041.575195
	Iteration 1F: 3 clusters Score -2788950 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -2789482.250000 Penalty: 5041.575195
	Iteration 2F: 3 clusters Score -2789482 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -2789920.750000 Penalty: 5041.575195
	Iteration 3Q: 3 clusters Score -2789921 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -2790280.000000 Penalty: 5041.575195
	Iteration 4Q: 3 clusters Score -2790280 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -2790605.250000 Penalty: 5041.575195
	Iteration 5Q: 3 clusters Score -2790605 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -2790943.750000 Penalty: 5041.575195
	Iteration 6Q: 3 clusters Score -2790944 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -2791289.500000 Penalty: 5041.575195
	Iteration 7Q: 3 clusters Score -2791290 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -2791576.500000 Penalty: 5041.575195
	Iteration 8Q: 3 clusters Score -2791576 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -2791870.750000 Penalty: 5041.575195
	Iteration 9Q: 3 clusters Score -2791871 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -2792093.250000 Penalty: 5041.575195
	Iteration 10Q: 3 clusters Score -2792093 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -2792298.500000 Penalty: 5041.575195
	Iteration 11Q: 3 clusters Score -2792298 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -2792491.250000 Penalty: 5041.575195
	Iteration 12Q: 3 clusters Score -2792491 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -2792655.250000 Penalty: 5041.575195
	Iteration 13Q: 3 clusters Score -2792655 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -2792843.250000 Penalty: 5041.575195
	Iteration 14Q: 3 clusters Score -2792843 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -2793062.750000 Penalty: 5041.575195
	Iteration 15Q: 3 clusters Score -2793063 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -2793333.000000 Penalty: 5041.575195
	Iteration 16Q: 3 clusters Score -2793333 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -2793685.500000 Penalty: 5041.575195
	Iteration 17Q: 3 clusters Score -2793686 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -2794126.500000 Penalty: 5041.575195
	Iteration 18Q: 3 clusters Score -2794126 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -2794552.750000 Penalty: 5041.575195
	Iteration 19Q: 3 clusters Score -2794553 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -2794944.250000 Penalty: 5041.575195
	Iteration 20F: 3 clusters Score -2794944 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -2795279.750000 Penalty: 5041.575195
	Iteration 21Q: 3 clusters Score -2795280 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -2795518.750000 Penalty: 5041.575195
	Iteration 22Q: 3 clusters Score -2795519 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -2795739.250000 Penalty: 5041.575195
	Iteration 23Q: 3 clusters Score -2795739 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -2795927.750000 Penalty: 5041.575195
	Iteration 24Q: 3 clusters Score -2795928 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -2796105.250000 Penalty: 5041.575195
	Iteration 25Q: 3 clusters Score -2796105 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -2796256.750000 Penalty: 5041.575195
	Iteration 26Q: 3 clusters Score -2796257 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -2796407.250000 Penalty: 5041.575195
	Iteration 27Q: 3 clusters Score -2796407 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -2796576.750000 Penalty: 5041.575195
	Iteration 28Q: 3 clusters Score -2796577 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -2796722.750000 Penalty: 5041.575195
	Iteration 29Q: 3 clusters Score -2796723 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -2796845.250000 Penalty: 5041.575195
	Iteration 30Q: 3 clusters Score -2796845 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -2796965.000000 Penalty: 5041.575195
	Iteration 31Q: 3 clusters Score -2796965 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -2797103.500000 Penalty: 5041.575195
	Iteration 32Q: 3 clusters Score -2797104 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -2797262.250000 Penalty: 5041.575195
	Iteration 33Q: 3 clusters Score -2797262 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -2797436.000000 Penalty: 5041.575195
	Iteration 34Q: 3 clusters Score -2797436 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -2797572.000000 Penalty: 5041.575195
	Iteration 35Q: 3 clusters Score -2797572 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2797717.750000 Penalty: 5041.575195
	Iteration 36Q: 3 clusters Score -2797718 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2797853.000000 Penalty: 5041.575195
	Iteration 37Q: 3 clusters Score -2797853 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2797985.500000 Penalty: 5041.575195
	Iteration 38Q: 3 clusters Score -2797986 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2798078.000000 Penalty: 5041.575195
	Iteration 39Q: 3 clusters Score -2798078 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2798175.250000 Penalty: 5041.575195
	Iteration 40F: 3 clusters Score -2798175 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2798258.000000 Penalty: 5041.575195
	Iteration 41Q: 3 clusters Score -2798258 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2798344.250000 Penalty: 5041.575195
	Iteration 42Q: 3 clusters Score -2798344 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2798407.750000 Penalty: 5041.575195
	Iteration 43Q: 3 clusters Score -2798408 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2798481.500000 Penalty: 5041.575195
	Iteration 44Q: 3 clusters Score -2798482 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2798532.500000 Penalty: 5041.575195
	Iteration 45Q: 3 clusters Score -2798532 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2798562.000000 Penalty: 5041.575195
	Iteration 46Q: 3 clusters Score -2798562 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2798594.750000 Penalty: 5041.575195
	Iteration 47Q: 3 clusters Score -2798595 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2798619.250000 Penalty: 5041.575195
	Iteration 48Q: 3 clusters Score -2798619 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2798631.000000 Penalty: 5041.575195
	Iteration 49Q: 3 clusters Score -2798631 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2798644.750000 Penalty: 5041.575195
	Iteration 50Q: 3 clusters Score -2798645 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2798657.250000 Penalty: 5041.575195
	Iteration 51Q: 3 clusters Score -2798657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2798658.250000 Penalty: 5041.575195
	Iteration 52Q: 3 clusters Score -2798658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2798667.250000 Penalty: 5041.575195
	Iteration 53Q: 3 clusters Score -2798667 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2798671.000000 Penalty: 5041.575195
	Iteration 54Q: 3 clusters Score -2798671 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2798684.000000 Penalty: 5041.575195
	Iteration 55Q: 3 clusters Score -2798684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2798696.000000 Penalty: 5041.575195
	Iteration 56Q: 3 clusters Score -2798696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2798703.000000 Penalty: 5041.575195
	Iteration 57Q: 3 clusters Score -2798703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2798706.500000 Penalty: 5041.575195
	Iteration 58Q: 3 clusters Score -2798706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2798710.250000 Penalty: 5041.575195
	Iteration 59Q: 3 clusters Score -2798710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2798708.500000 Penalty: 5041.575195
	Iteration 60F: 3 clusters Score -2798708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2798713.250000 Penalty: 5041.575195
	Iteration 61Q: 3 clusters Score -2798713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2798714.000000 Penalty: 5041.575195
	Iteration 62Q: 3 clusters Score -2798714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2798723.000000 Penalty: 5041.575195
	Iteration 63Q: 3 clusters Score -2798723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2798725.750000 Penalty: 5041.575195
	Iteration 64Q: 3 clusters Score -2798726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2798738.750000 Penalty: 5041.575195
	Iteration 65Q: 3 clusters Score -2798739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2798742.250000 Penalty: 5041.575195
	Iteration 66Q: 3 clusters Score -2798742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2798745.750000 Penalty: 5041.575195
	Iteration 67Q: 3 clusters Score -2798746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2798753.750000 Penalty: 5041.575195
	Iteration 68Q: 3 clusters Score -2798754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2798755.500000 Penalty: 5041.575195
	Iteration 69Q: 3 clusters Score -2798756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2798763.000000 Penalty: 5041.575195
	Iteration 70Q: 3 clusters Score -2798763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2798769.000000 Penalty: 5041.575195
	Iteration 71Q: 3 clusters Score -2798769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2798770.000000 Penalty: 5041.575195
	Iteration 72Q: 3 clusters Score -2798770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2798775.000000 Penalty: 5041.575195
	Iteration 73Q: 3 clusters Score -2798775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2798771.750000 Penalty: 5041.575195
	Iteration 74Q: 3 clusters Score -2798772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2798774.250000 Penalty: 5041.575195
	Iteration 75Q: 3 clusters Score -2798774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2798783.750000 Penalty: 5041.575195
	Iteration 76Q: 3 clusters Score -2798784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2798791.500000 Penalty: 5041.575195
	Iteration 77Q: 3 clusters Score -2798792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2798796.500000 Penalty: 5041.575195
	Iteration 78Q: 3 clusters Score -2798796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2798796.250000 Penalty: 5041.575195
	Iteration 79Q: 3 clusters Score -2798796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2798800.000000 Penalty: 5041.575195
	Iteration 80F: 3 clusters Score -2798800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2798805.500000 Penalty: 5041.575195
	Iteration 81Q: 3 clusters Score -2798806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2798802.750000 Penalty: 5041.575195
	Iteration 82Q: 3 clusters Score -2798803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2798802.750000 Penalty: 5041.575195
	Iteration 83F: 3 clusters Score -2798803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Entering Unmasked Estep 
Score: -249556.281250 Penalty: 1933.013916
	Iteration 0F: 2 clusters Score -249556.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -246695.656250 Penalty: 3866.027832
	Iteration 0F: 3 clusters Score -246695.7 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -247284.562500 Penalty: 3866.027832
	Iteration 1F: 3 clusters Score -247284.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -247473.000000 Penalty: 3866.027832
	Iteration 2F: 3 clusters Score -247473 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -247575.609375 Penalty: 3866.027832
	Iteration 3Q: 3 clusters Score -247575.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -247649.171875 Penalty: 3866.027832
	Iteration 4Q: 3 clusters Score -247649.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -247725.156250 Penalty: 3866.027832
	Iteration 5Q: 3 clusters Score -247725.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -247802.859375 Penalty: 3866.027832
	Iteration 6Q: 3 clusters Score -247802.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -247866.203125 Penalty: 3866.027832
	Iteration 7Q: 3 clusters Score -247866.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -247919.578125 Penalty: 3866.027832
	Iteration 8Q: 3 clusters Score -247919.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -247966.109375 Penalty: 3866.027832
	Iteration 9Q: 3 clusters Score -247966.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -248004.578125 Penalty: 3866.027832
	Iteration 10Q: 3 clusters Score -248004.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -248034.265625 Penalty: 3866.027832
	Iteration 11Q: 3 clusters Score -248034.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -248067.484375 Penalty: 3866.027832
	Iteration 12Q: 3 clusters Score -248067.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -248115.843750 Penalty: 3866.027832
	Iteration 13Q: 3 clusters Score -248115.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -248157.187500 Penalty: 3866.027832
	Iteration 14Q: 3 clusters Score -248157.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -248203.187500 Penalty: 3866.027832
	Iteration 15Q: 3 clusters Score -248203.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -248275.093750 Penalty: 3866.027832
	Iteration 16Q: 3 clusters Score -248275.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -248348.281250 Penalty: 3866.027832
	Iteration 17Q: 3 clusters Score -248348.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -248436.015625 Penalty: 3866.027832
	Iteration 18Q: 3 clusters Score -248436 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -248533.359375 Penalty: 3866.027832
	Iteration 19Q: 3 clusters Score -248533.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -248657.281250 Penalty: 3866.027832
	Iteration 20F: 3 clusters Score -248657.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -248786.234375 Penalty: 3866.027832
	Iteration 21Q: 3 clusters Score -248786.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -248889.421875 Penalty: 3866.027832
	Iteration 22Q: 3 clusters Score -248889.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -248970.093750 Penalty: 3866.027832
	Iteration 23Q: 3 clusters Score -248970.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -249030.265625 Penalty: 3866.027832
	Iteration 24Q: 3 clusters Score -249030.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -249095.375000 Penalty: 3866.027832
	Iteration 25Q: 3 clusters Score -249095.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -249147.921875 Penalty: 3866.027832
	Iteration 26Q: 3 clusters Score -249147.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -249191.703125 Penalty: 3866.027832
	Iteration 27Q: 3 clusters Score -249191.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -249245.765625 Penalty: 3866.027832
	Iteration 28Q: 3 clusters Score -249245.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -249330.031250 Penalty: 3866.027832
	Iteration 29Q: 3 clusters Score -249330 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -249479.140625 Penalty: 3866.027832
	Iteration 30Q: 3 clusters Score -249479.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -249685.031250 Penalty: 3866.027832
	Iteration 31Q: 3 clusters Score -249685 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -249874.921875 Penalty: 3866.027832
	Iteration 32Q: 3 clusters Score -249874.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -249946.687500 Penalty: 3866.027832
	Iteration 33Q: 3 clusters Score -249946.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -249957.718750 Penalty: 3866.027832
	Iteration 34Q: 3 clusters Score -249957.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -249960.109375 Penalty: 3866.027832
	Iteration 35Q: 3 clusters Score -249960.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -249960.687500 Penalty: 3866.027832
	Iteration 36Q: 3 clusters Score -249960.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -249960.687500 Penalty: 3866.027832
	Iteration 37F: 3 clusters Score -249960.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 18968 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 102121 members 
Mstep: Class 5 contains 36152 members 
Mstep: Class 6 contains 13748 members 
Mstep: Class 7 contains 7598 members 
Mstep: Class 8 contains 183842 members 
Mstep: Class 9 contains 15349 members 
Mstep: Class 10 contains 7194 members 
Mstep: Class 11 contains 17611 members 
Mstep: Class 12 contains 6975 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75157 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13599 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37657 members 
Mstep: Class 20 contains 2028 members 
Mstep: Class 21 contains 138100 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13083 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8136 members 
Mstep: Class 26 contains 3974 members 
Mstep: Class 27 contains 4258 members 
Mstep: Class 28 contains 25379 members 
Mstep: Class 29 contains 5760 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20384 members 
Mstep: Class 32 contains 3263 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145133 members 
Mstep: Class 35 contains 25964 members 
Mstep: Class 36 contains 1206 members 
Mstep: Class 37 contains 35194 members 
Mstep: Class 38 contains 27253 members 
Mstep: Class 39 contains 3261 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5801 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8730 members 
Mstep: Class 46 contains 16191 members 
Mstep: Class 47 contains 30194 members 
Mstep: Class 48 contains 12060 members 
Mstep: Class 49 contains 3517 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Mstep: Class 53 contains 1221 members 
Entering Unmasked Estep 
Score: -115172584.000000 Penalty: 182896.359375
Splitting cluster 36 changes total score from -115173824.000000 to -115172584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (35194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Entering Unmasked Estep 
Score: -3636528.750000 Penalty: 2596.220459
	Iteration 0F: 2 clusters Score -3636529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -3612846.500000 Penalty: 5192.440918
	Iteration 0F: 3 clusters Score -3612846 nChanged 15941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -3621560.250000 Penalty: 5192.440918
	Iteration 1F: 3 clusters Score -3621560 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -3622215.000000 Penalty: 5192.440918
	Iteration 2Q: 3 clusters Score -3622215 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -3622991.000000 Penalty: 5192.440918
	Iteration 3Q: 3 clusters Score -3622991 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -3624006.750000 Penalty: 5192.440918
	Iteration 4F: 3 clusters Score -3624007 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -3625177.750000 Penalty: 5192.440918
	Iteration 5F: 3 clusters Score -3625178 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -3626515.000000 Penalty: 5192.440918
	Iteration 6F: 3 clusters Score -3626515 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -3627942.500000 Penalty: 5192.440918
	Iteration 7F: 3 clusters Score -3627942 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -3629464.250000 Penalty: 5192.440918
	Iteration 8F: 3 clusters Score -3629464 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -3630843.750000 Penalty: 5192.440918
	Iteration 9F: 3 clusters Score -3630844 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -3631843.500000 Penalty: 5192.440918
	Iteration 10Q: 3 clusters Score -3631844 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -3632420.250000 Penalty: 5192.440918
	Iteration 11Q: 3 clusters Score -3632420 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -3632705.250000 Penalty: 5192.440918
	Iteration 12Q: 3 clusters Score -3632705 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -3632884.000000 Penalty: 5192.440918
	Iteration 13Q: 3 clusters Score -3632884 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -3633021.750000 Penalty: 5192.440918
	Iteration 14Q: 3 clusters Score -3633022 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -3633129.250000 Penalty: 5192.440918
	Iteration 15Q: 3 clusters Score -3633129 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -3633209.250000 Penalty: 5192.440918
	Iteration 16Q: 3 clusters Score -3633209 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -3633293.500000 Penalty: 5192.440918
	Iteration 17Q: 3 clusters Score -3633294 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -3633413.250000 Penalty: 5192.440918
	Iteration 18Q: 3 clusters Score -3633413 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -3633523.000000 Penalty: 5192.440918
	Iteration 19Q: 3 clusters Score -3633523 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -3633631.750000 Penalty: 5192.440918
	Iteration 20F: 3 clusters Score -3633632 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -3633768.750000 Penalty: 5192.440918
	Iteration 21Q: 3 clusters Score -3633769 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -3633893.750000 Penalty: 5192.440918
	Iteration 22Q: 3 clusters Score -3633894 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -3634006.000000 Penalty: 5192.440918
	Iteration 23Q: 3 clusters Score -3634006 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -3634117.750000 Penalty: 5192.440918
	Iteration 24Q: 3 clusters Score -3634118 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -3634193.000000 Penalty: 5192.440918
	Iteration 25Q: 3 clusters Score -3634193 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -3634276.750000 Penalty: 5192.440918
	Iteration 26Q: 3 clusters Score -3634277 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -3634335.000000 Penalty: 5192.440918
	Iteration 27Q: 3 clusters Score -3634335 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -3634393.250000 Penalty: 5192.440918
	Iteration 28Q: 3 clusters Score -3634393 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -3634428.750000 Penalty: 5192.440918
	Iteration 29Q: 3 clusters Score -3634429 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -3634484.500000 Penalty: 5192.440918
	Iteration 30Q: 3 clusters Score -3634484 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -3634524.250000 Penalty: 5192.440918
	Iteration 31Q: 3 clusters Score -3634524 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -3634558.750000 Penalty: 5192.440918
	Iteration 32Q: 3 clusters Score -3634559 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -3634574.750000 Penalty: 5192.440918
	Iteration 33Q: 3 clusters Score -3634575 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -3634585.750000 Penalty: 5192.440918
	Iteration 34Q: 3 clusters Score -3634586 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -3634597.000000 Penalty: 5192.440918
	Iteration 35Q: 3 clusters Score -3634597 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -3634624.250000 Penalty: 5192.440918
	Iteration 36Q: 3 clusters Score -3634624 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -3634641.500000 Penalty: 5192.440918
	Iteration 37Q: 3 clusters Score -3634642 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -3634643.500000 Penalty: 5192.440918
	Iteration 38Q: 3 clusters Score -3634644 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -3634658.250000 Penalty: 5192.440918
	Iteration 39Q: 3 clusters Score -3634658 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -3634666.750000 Penalty: 5192.440918
	Iteration 40F: 3 clusters Score -3634667 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -3634679.250000 Penalty: 5192.440918
	Iteration 41Q: 3 clusters Score -3634679 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -3634685.000000 Penalty: 5192.440918
	Iteration 42Q: 3 clusters Score -3634685 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -3634694.500000 Penalty: 5192.440918
	Iteration 43Q: 3 clusters Score -3634694 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -3634716.500000 Penalty: 5192.440918
	Iteration 44Q: 3 clusters Score -3634716 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -3634730.250000 Penalty: 5192.440918
	Iteration 45Q: 3 clusters Score -3634730 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -3634733.000000 Penalty: 5192.440918
	Iteration 46Q: 3 clusters Score -3634733 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -3634742.500000 Penalty: 5192.440918
	Iteration 47Q: 3 clusters Score -3634742 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -3634757.750000 Penalty: 5192.440918
	Iteration 48Q: 3 clusters Score -3634758 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -3634755.750000 Penalty: 5192.440918
	Iteration 49Q: 3 clusters Score -3634756 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -3634770.500000 Penalty: 5192.440918
	Iteration 50Q: 3 clusters Score -3634770 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -3634783.250000 Penalty: 5192.440918
	Iteration 51Q: 3 clusters Score -3634783 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -3634789.250000 Penalty: 5192.440918
	Iteration 52Q: 3 clusters Score -3634789 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -3634792.000000 Penalty: 5192.440918
	Iteration 53Q: 3 clusters Score -3634792 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -3634795.750000 Penalty: 5192.440918
	Iteration 54Q: 3 clusters Score -3634796 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -3634795.250000 Penalty: 5192.440918
	Iteration 55Q: 3 clusters Score -3634795 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -3634798.750000 Penalty: 5192.440918
	Iteration 56Q: 3 clusters Score -3634799 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -3634791.250000 Penalty: 5192.440918
	Iteration 57Q: 3 clusters Score -3634791 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -3634796.500000 Penalty: 5192.440918
	Iteration 58Q: 3 clusters Score -3634796 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -3634797.750000 Penalty: 5192.440918
	Iteration 59Q: 3 clusters Score -3634798 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -3634804.250000 Penalty: 5192.440918
	Iteration 60F: 3 clusters Score -3634804 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -3634806.750000 Penalty: 5192.440918
	Iteration 61Q: 3 clusters Score -3634807 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -3634815.000000 Penalty: 5192.440918
	Iteration 62Q: 3 clusters Score -3634815 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -3634808.750000 Penalty: 5192.440918
	Iteration 63Q: 3 clusters Score -3634809 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -3634808.750000 Penalty: 5192.440918
	Iteration 64Q: 3 clusters Score -3634809 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -3634810.000000 Penalty: 5192.440918
	Iteration 65Q: 3 clusters Score -3634810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -3634811.000000 Penalty: 5192.440918
	Iteration 66Q: 3 clusters Score -3634811 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -3634811.500000 Penalty: 5192.440918
	Iteration 67Q: 3 clusters Score -3634812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -3634813.750000 Penalty: 5192.440918
	Iteration 68Q: 3 clusters Score -3634814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -3634814.250000 Penalty: 5192.440918
	Iteration 69Q: 3 clusters Score -3634814 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -3634827.000000 Penalty: 5192.440918
	Iteration 70Q: 3 clusters Score -3634827 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -3634828.250000 Penalty: 5192.440918
	Iteration 71Q: 3 clusters Score -3634828 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -3634830.750000 Penalty: 5192.440918
	Iteration 72Q: 3 clusters Score -3634831 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -3634832.250000 Penalty: 5192.440918
	Iteration 73Q: 3 clusters Score -3634832 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -3634836.750000 Penalty: 5192.440918
	Iteration 74Q: 3 clusters Score -3634837 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -3634833.500000 Penalty: 5192.440918
	Iteration 75Q: 3 clusters Score -3634834 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -3634848.000000 Penalty: 5192.440918
	Iteration 76Q: 3 clusters Score -3634848 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -3634854.250000 Penalty: 5192.440918
	Iteration 77Q: 3 clusters Score -3634854 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -3634856.000000 Penalty: 5192.440918
	Iteration 78Q: 3 clusters Score -3634856 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -3634855.000000 Penalty: 5192.440918
	Iteration 79Q: 3 clusters Score -3634855 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -3634853.000000 Penalty: 5192.440918
	Iteration 80F: 3 clusters Score -3634853 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -3634852.750000 Penalty: 5192.440918
	Iteration 81Q: 3 clusters Score -3634853 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -3634854.000000 Penalty: 5192.440918
	Iteration 82Q: 3 clusters Score -3634854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -3634863.250000 Penalty: 5192.440918
	Iteration 83Q: 3 clusters Score -3634863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -3634864.000000 Penalty: 5192.440918
	Iteration 84Q: 3 clusters Score -3634864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -3634865.500000 Penalty: 5192.440918
	Iteration 85Q: 3 clusters Score -3634866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -3634862.250000 Penalty: 5192.440918
	Iteration 86Q: 3 clusters Score -3634862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -3634860.000000 Penalty: 5192.440918
	Iteration 87Q: 3 clusters Score -3634860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -3634857.250000 Penalty: 5192.440918
	Iteration 88Q: 3 clusters Score -3634857 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -3634863.500000 Penalty: 5192.440918
	Iteration 89Q: 3 clusters Score -3634864 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -3634869.750000 Penalty: 5192.440918
	Iteration 90Q: 3 clusters Score -3634870 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -3634871.500000 Penalty: 5192.440918
	Iteration 91Q: 3 clusters Score -3634872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -3634876.000000 Penalty: 5192.440918
	Iteration 92Q: 3 clusters Score -3634876 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -3634869.250000 Penalty: 5192.440918
	Iteration 93Q: 3 clusters Score -3634869 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -3634873.000000 Penalty: 5192.440918
	Iteration 94Q: 3 clusters Score -3634873 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -3634876.250000 Penalty: 5192.440918
	Iteration 95Q: 3 clusters Score -3634876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -3634880.500000 Penalty: 5192.440918
	Iteration 96Q: 3 clusters Score -3634880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -3634880.500000 Penalty: 5192.440918
	Iteration 97Q: 3 clusters Score -3634880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -3634884.250000 Penalty: 5192.440918
	Iteration 98Q: 3 clusters Score -3634884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -3634882.500000 Penalty: 5192.440918
	Iteration 99Q: 3 clusters Score -3634882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -3634881.750000 Penalty: 5192.440918
	Iteration 100F: 3 clusters Score -3634882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -3634881.250000 Penalty: 5192.440918
	Iteration 101Q: 3 clusters Score -3634881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -3634886.000000 Penalty: 5192.440918
	Iteration 102Q: 3 clusters Score -3634886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -3634883.000000 Penalty: 5192.440918
	Iteration 103Q: 3 clusters Score -3634883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -3634880.000000 Penalty: 5192.440918
	Iteration 104Q: 3 clusters Score -3634880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -3634883.500000 Penalty: 5192.440918
	Iteration 105Q: 3 clusters Score -3634884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -3634883.250000 Penalty: 5192.440918
	Iteration 106Q: 3 clusters Score -3634883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -3634879.500000 Penalty: 5192.440918
	Iteration 107Q: 3 clusters Score -3634880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -3634879.250000 Penalty: 5192.440918
	Iteration 108Q: 3 clusters Score -3634879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -3634883.250000 Penalty: 5192.440918
	Iteration 109Q: 3 clusters Score -3634883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -3634884.500000 Penalty: 5192.440918
	Iteration 110Q: 3 clusters Score -3634884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -3634883.250000 Penalty: 5192.440918
	Iteration 111Q: 3 clusters Score -3634883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -3634880.000000 Penalty: 5192.440918
	Iteration 112Q: 3 clusters Score -3634880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -3634879.500000 Penalty: 5192.440918
	Iteration 113Q: 3 clusters Score -3634880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -3634879.500000 Penalty: 5192.440918
	Iteration 114F: 3 clusters Score -3634880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (27253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Entering Unmasked Estep 
Score: -2968132.750000 Penalty: 2532.803955
	Iteration 0F: 2 clusters Score -2968133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -2949279.750000 Penalty: 5065.607910
	Iteration 0F: 3 clusters Score -2949280 nChanged 12332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -2956251.000000 Penalty: 5065.607910
	Iteration 1F: 3 clusters Score -2956251 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -2957110.750000 Penalty: 5065.607910
	Iteration 2F: 3 clusters Score -2957111 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -2958174.750000 Penalty: 5065.607910
	Iteration 3F: 3 clusters Score -2958175 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -2959487.750000 Penalty: 5065.607910
	Iteration 4F: 3 clusters Score -2959488 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -2960974.750000 Penalty: 5065.607910
	Iteration 5F: 3 clusters Score -2960975 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -2962556.750000 Penalty: 5065.607910
	Iteration 6F: 3 clusters Score -2962557 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -2963949.750000 Penalty: 5065.607910
	Iteration 7F: 3 clusters Score -2963950 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -2964840.000000 Penalty: 5065.607910
	Iteration 8F: 3 clusters Score -2964840 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -2965257.250000 Penalty: 5065.607910
	Iteration 9Q: 3 clusters Score -2965257 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -2965439.250000 Penalty: 5065.607910
	Iteration 10Q: 3 clusters Score -2965439 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -2965528.250000 Penalty: 5065.607910
	Iteration 11Q: 3 clusters Score -2965528 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -2965592.000000 Penalty: 5065.607910
	Iteration 12Q: 3 clusters Score -2965592 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -2965633.000000 Penalty: 5065.607910
	Iteration 13Q: 3 clusters Score -2965633 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -2965656.500000 Penalty: 5065.607910
	Iteration 14Q: 3 clusters Score -2965656 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -2965668.500000 Penalty: 5065.607910
	Iteration 15Q: 3 clusters Score -2965668 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -2965685.250000 Penalty: 5065.607910
	Iteration 16Q: 3 clusters Score -2965685 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -2965708.750000 Penalty: 5065.607910
	Iteration 17Q: 3 clusters Score -2965709 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -2965713.000000 Penalty: 5065.607910
	Iteration 18Q: 3 clusters Score -2965713 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -2965730.500000 Penalty: 5065.607910
	Iteration 19Q: 3 clusters Score -2965730 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -2965753.250000 Penalty: 5065.607910
	Iteration 20F: 3 clusters Score -2965753 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -2965761.000000 Penalty: 5065.607910
	Iteration 21Q: 3 clusters Score -2965761 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -2965764.750000 Penalty: 5065.607910
	Iteration 22Q: 3 clusters Score -2965765 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -2965760.250000 Penalty: 5065.607910
	Iteration 23Q: 3 clusters Score -2965760 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -2965769.500000 Penalty: 5065.607910
	Iteration 24Q: 3 clusters Score -2965770 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -2965770.750000 Penalty: 5065.607910
	Iteration 25Q: 3 clusters Score -2965771 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -2965774.750000 Penalty: 5065.607910
	Iteration 26Q: 3 clusters Score -2965775 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -2965776.750000 Penalty: 5065.607910
	Iteration 27Q: 3 clusters Score -2965777 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -2965780.250000 Penalty: 5065.607910
	Iteration 28Q: 3 clusters Score -2965780 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -2965783.000000 Penalty: 5065.607910
	Iteration 29Q: 3 clusters Score -2965783 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -2965786.250000 Penalty: 5065.607910
	Iteration 30Q: 3 clusters Score -2965786 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -2965793.250000 Penalty: 5065.607910
	Iteration 31Q: 3 clusters Score -2965793 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -2965792.250000 Penalty: 5065.607910
	Iteration 32Q: 3 clusters Score -2965792 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -2965796.500000 Penalty: 5065.607910
	Iteration 33Q: 3 clusters Score -2965796 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -2965794.750000 Penalty: 5065.607910
	Iteration 34Q: 3 clusters Score -2965795 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2965803.500000 Penalty: 5065.607910
	Iteration 35Q: 3 clusters Score -2965804 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -2965807.500000 Penalty: 5065.607910
	Iteration 36Q: 3 clusters Score -2965808 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -2965810.500000 Penalty: 5065.607910
	Iteration 37Q: 3 clusters Score -2965810 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -2965816.500000 Penalty: 5065.607910
	Iteration 38Q: 3 clusters Score -2965816 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -2965811.500000 Penalty: 5065.607910
	Iteration 39Q: 3 clusters Score -2965812 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -2965816.250000 Penalty: 5065.607910
	Iteration 40F: 3 clusters Score -2965816 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -2965816.500000 Penalty: 5065.607910
	Iteration 41Q: 3 clusters Score -2965816 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -2965819.250000 Penalty: 5065.607910
	Iteration 42Q: 3 clusters Score -2965819 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -2965820.750000 Penalty: 5065.607910
	Iteration 43Q: 3 clusters Score -2965821 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -2965835.250000 Penalty: 5065.607910
	Iteration 44Q: 3 clusters Score -2965835 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -2965838.250000 Penalty: 5065.607910
	Iteration 45Q: 3 clusters Score -2965838 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -2965850.750000 Penalty: 5065.607910
	Iteration 46Q: 3 clusters Score -2965851 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -2965853.500000 Penalty: 5065.607910
	Iteration 47Q: 3 clusters Score -2965854 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -2965855.500000 Penalty: 5065.607910
	Iteration 48Q: 3 clusters Score -2965856 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -2965850.500000 Penalty: 5065.607910
	Iteration 49Q: 3 clusters Score -2965850 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -2965853.000000 Penalty: 5065.607910
	Iteration 50Q: 3 clusters Score -2965853 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -2965861.500000 Penalty: 5065.607910
	Iteration 51Q: 3 clusters Score -2965862 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -2965860.250000 Penalty: 5065.607910
	Iteration 52Q: 3 clusters Score -2965860 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -2965866.500000 Penalty: 5065.607910
	Iteration 53Q: 3 clusters Score -2965866 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -2965865.000000 Penalty: 5065.607910
	Iteration 54Q: 3 clusters Score -2965865 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -2965866.250000 Penalty: 5065.607910
	Iteration 55Q: 3 clusters Score -2965866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -2965869.500000 Penalty: 5065.607910
	Iteration 56Q: 3 clusters Score -2965870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -2965869.500000 Penalty: 5065.607910
	Iteration 57Q: 3 clusters Score -2965870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -2965871.750000 Penalty: 5065.607910
	Iteration 58Q: 3 clusters Score -2965872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -2965872.750000 Penalty: 5065.607910
	Iteration 59Q: 3 clusters Score -2965873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -2965874.250000 Penalty: 5065.607910
	Iteration 60F: 3 clusters Score -2965874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -2965874.250000 Penalty: 5065.607910
	Iteration 61Q: 3 clusters Score -2965874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -2965879.250000 Penalty: 5065.607910
	Iteration 62Q: 3 clusters Score -2965879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -2965884.000000 Penalty: 5065.607910
	Iteration 63Q: 3 clusters Score -2965884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -2965884.750000 Penalty: 5065.607910
	Iteration 64Q: 3 clusters Score -2965885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -2965885.750000 Penalty: 5065.607910
	Iteration 65Q: 3 clusters Score -2965886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -2965887.250000 Penalty: 5065.607910
	Iteration 66Q: 3 clusters Score -2965887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -2965885.500000 Penalty: 5065.607910
	Iteration 67Q: 3 clusters Score -2965886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -2965884.250000 Penalty: 5065.607910
	Iteration 68Q: 3 clusters Score -2965884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -2965884.250000 Penalty: 5065.607910
	Iteration 69Q: 3 clusters Score -2965884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -2965884.000000 Penalty: 5065.607910
	Iteration 70Q: 3 clusters Score -2965884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -2965884.250000 Penalty: 5065.607910
	Iteration 71Q: 3 clusters Score -2965884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -2965886.250000 Penalty: 5065.607910
	Iteration 72Q: 3 clusters Score -2965886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -2965888.500000 Penalty: 5065.607910
	Iteration 73Q: 3 clusters Score -2965888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -2965889.250000 Penalty: 5065.607910
	Iteration 74Q: 3 clusters Score -2965889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -2965887.750000 Penalty: 5065.607910
	Iteration 75Q: 3 clusters Score -2965888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -2965887.750000 Penalty: 5065.607910
	Iteration 76Q: 3 clusters Score -2965888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -2965891.750000 Penalty: 5065.607910
	Iteration 77Q: 3 clusters Score -2965892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -2965892.000000 Penalty: 5065.607910
	Iteration 78Q: 3 clusters Score -2965892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -2965887.750000 Penalty: 5065.607910
	Iteration 79Q: 3 clusters Score -2965888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -2965882.500000 Penalty: 5065.607910
	Iteration 80F: 3 clusters Score -2965882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Entering Unmasked Estep 
Score: -312199.906250 Penalty: 2006.267822
	Iteration 0F: 2 clusters Score -312199.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -308779.843750 Penalty: 4012.535645
	Iteration 0F: 3 clusters Score -308779.8 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -309562.500000 Penalty: 4012.535645
	Iteration 1F: 3 clusters Score -309562.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -309787.156250 Penalty: 4012.535645
	Iteration 2F: 3 clusters Score -309787.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -309923.187500 Penalty: 4012.535645
	Iteration 3F: 3 clusters Score -309923.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -310024.500000 Penalty: 4012.535645
	Iteration 4Q: 3 clusters Score -310024.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -310102.500000 Penalty: 4012.535645
	Iteration 5Q: 3 clusters Score -310102.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -310174.218750 Penalty: 4012.535645
	Iteration 6Q: 3 clusters Score -310174.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -310230.156250 Penalty: 4012.535645
	Iteration 7Q: 3 clusters Score -310230.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -310290.937500 Penalty: 4012.535645
	Iteration 8Q: 3 clusters Score -310290.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -310342.718750 Penalty: 4012.535645
	Iteration 9Q: 3 clusters Score -310342.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -310391.843750 Penalty: 4012.535645
	Iteration 10Q: 3 clusters Score -310391.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -310428.562500 Penalty: 4012.535645
	Iteration 11Q: 3 clusters Score -310428.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -310461.187500 Penalty: 4012.535645
	Iteration 12Q: 3 clusters Score -310461.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -310484.656250 Penalty: 4012.535645
	Iteration 13Q: 3 clusters Score -310484.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -310496.625000 Penalty: 4012.535645
	Iteration 14Q: 3 clusters Score -310496.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -310505.156250 Penalty: 4012.535645
	Iteration 15Q: 3 clusters Score -310505.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -310516.343750 Penalty: 4012.535645
	Iteration 16Q: 3 clusters Score -310516.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -310528.968750 Penalty: 4012.535645
	Iteration 17Q: 3 clusters Score -310529 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -310542.781250 Penalty: 4012.535645
	Iteration 18Q: 3 clusters Score -310542.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -310560.437500 Penalty: 4012.535645
	Iteration 19Q: 3 clusters Score -310560.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -310575.968750 Penalty: 4012.535645
	Iteration 20F: 3 clusters Score -310576 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -310594.312500 Penalty: 4012.535645
	Iteration 21Q: 3 clusters Score -310594.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -310606.875000 Penalty: 4012.535645
	Iteration 22Q: 3 clusters Score -310606.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -310616.718750 Penalty: 4012.535645
	Iteration 23Q: 3 clusters Score -310616.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -310626.656250 Penalty: 4012.535645
	Iteration 24Q: 3 clusters Score -310626.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -310632.968750 Penalty: 4012.535645
	Iteration 25Q: 3 clusters Score -310633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -310637.687500 Penalty: 4012.535645
	Iteration 26Q: 3 clusters Score -310637.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -310639.687500 Penalty: 4012.535645
	Iteration 27Q: 3 clusters Score -310639.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -310640.500000 Penalty: 4012.535645
	Iteration 28Q: 3 clusters Score -310640.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -310641.593750 Penalty: 4012.535645
	Iteration 29Q: 3 clusters Score -310641.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -310641.593750 Penalty: 4012.535645
	Iteration 30F: 3 clusters Score -310641.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Entering Unmasked Estep 
Score: -142284.937500 Penalty: 1795.681152
	Iteration 0F: 2 clusters Score -142284.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -140080.437500 Penalty: 3591.362305
	Iteration 0F: 3 clusters Score -140080.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -140442.000000 Penalty: 3591.362305
	Iteration 1F: 3 clusters Score -140442 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -140559.531250 Penalty: 3591.362305
	Iteration 2F: 3 clusters Score -140559.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -140630.109375 Penalty: 3591.362305
	Iteration 3Q: 3 clusters Score -140630.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -140682.109375 Penalty: 3591.362305
	Iteration 4Q: 3 clusters Score -140682.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -140738.187500 Penalty: 3591.362305
	Iteration 5Q: 3 clusters Score -140738.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -140796.578125 Penalty: 3591.362305
	Iteration 6Q: 3 clusters Score -140796.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -140829.015625 Penalty: 3591.362305
	Iteration 7Q: 3 clusters Score -140829 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -140873.437500 Penalty: 3591.362305
	Iteration 8Q: 3 clusters Score -140873.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -140915.453125 Penalty: 3591.362305
	Iteration 9Q: 3 clusters Score -140915.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -140952.312500 Penalty: 3591.362305
	Iteration 10Q: 3 clusters Score -140952.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -140980.265625 Penalty: 3591.362305
	Iteration 11Q: 3 clusters Score -140980.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -141008.437500 Penalty: 3591.362305
	Iteration 12Q: 3 clusters Score -141008.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -141021.031250 Penalty: 3591.362305
	Iteration 13Q: 3 clusters Score -141021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -141031.859375 Penalty: 3591.362305
	Iteration 14Q: 3 clusters Score -141031.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -141043.734375 Penalty: 3591.362305
	Iteration 15Q: 3 clusters Score -141043.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -141057.640625 Penalty: 3591.362305
	Iteration 16Q: 3 clusters Score -141057.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -141072.265625 Penalty: 3591.362305
	Iteration 17Q: 3 clusters Score -141072.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -141083.484375 Penalty: 3591.362305
	Iteration 18Q: 3 clusters Score -141083.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -141096.437500 Penalty: 3591.362305
	Iteration 19Q: 3 clusters Score -141096.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -141103.343750 Penalty: 3591.362305
	Iteration 20F: 3 clusters Score -141103.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -141108.750000 Penalty: 3591.362305
	Iteration 21Q: 3 clusters Score -141108.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -141120.406250 Penalty: 3591.362305
	Iteration 22Q: 3 clusters Score -141120.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -141126.640625 Penalty: 3591.362305
	Iteration 23Q: 3 clusters Score -141126.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -141129.750000 Penalty: 3591.362305
	Iteration 24Q: 3 clusters Score -141129.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -141132.484375 Penalty: 3591.362305
	Iteration 25Q: 3 clusters Score -141132.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -141139.500000 Penalty: 3591.362305
	Iteration 26Q: 3 clusters Score -141139.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -141144.437500 Penalty: 3591.362305
	Iteration 27Q: 3 clusters Score -141144.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -141147.984375 Penalty: 3591.362305
	Iteration 28Q: 3 clusters Score -141148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -141151.328125 Penalty: 3591.362305
	Iteration 29Q: 3 clusters Score -141151.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -141162.375000 Penalty: 3591.362305
	Iteration 30Q: 3 clusters Score -141162.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -141174.234375 Penalty: 3591.362305
	Iteration 31Q: 3 clusters Score -141174.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -141181.390625 Penalty: 3591.362305
	Iteration 32Q: 3 clusters Score -141181.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -141181.968750 Penalty: 3591.362305
	Iteration 33Q: 3 clusters Score -141182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -141181.968750 Penalty: 3591.362305
	Iteration 34F: 3 clusters Score -141182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Entering Unmasked Estep 
Score: -84467.984375 Penalty: 1665.415161
	Iteration 0F: 2 clusters Score -84467.98 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 419 members 
Entering Unmasked Estep 
Score: -82762.500000 Penalty: 3330.830322
	Iteration 0F: 3 clusters Score -82762.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -83033.796875 Penalty: 3330.830322
	Iteration 1F: 3 clusters Score -83033.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -83134.179688 Penalty: 3330.830322
	Iteration 2F: 3 clusters Score -83134.18 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -83173.484375 Penalty: 3330.830322
	Iteration 3Q: 3 clusters Score -83173.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -83202.742188 Penalty: 3330.830322
	Iteration 4Q: 3 clusters Score -83202.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -83218.023438 Penalty: 3330.830322
	Iteration 5Q: 3 clusters Score -83218.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -83230.500000 Penalty: 3330.830322
	Iteration 6Q: 3 clusters Score -83230.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -83236.445312 Penalty: 3330.830322
	Iteration 7Q: 3 clusters Score -83236.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -83239.960938 Penalty: 3330.830322
	Iteration 8Q: 3 clusters Score -83239.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -83244.523438 Penalty: 3330.830322
	Iteration 9Q: 3 clusters Score -83244.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -83252.765625 Penalty: 3330.830322
	Iteration 10Q: 3 clusters Score -83252.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -83256.359375 Penalty: 3330.830322
	Iteration 11Q: 3 clusters Score -83256.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -83259.093750 Penalty: 3330.830322
	Iteration 12Q: 3 clusters Score -83259.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -83260.296875 Penalty: 3330.830322
	Iteration 13Q: 3 clusters Score -83260.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -83263.382812 Penalty: 3330.830322
	Iteration 14Q: 3 clusters Score -83263.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -83267.828125 Penalty: 3330.830322
	Iteration 15Q: 3 clusters Score -83267.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -83275.031250 Penalty: 3330.830322
	Iteration 16Q: 3 clusters Score -83275.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -83280.468750 Penalty: 3330.830322
	Iteration 17Q: 3 clusters Score -83280.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -83290.992188 Penalty: 3330.830322
	Iteration 18Q: 3 clusters Score -83290.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -83307.406250 Penalty: 3330.830322
	Iteration 19Q: 3 clusters Score -83307.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -83320.890625 Penalty: 3330.830322
	Iteration 20F: 3 clusters Score -83320.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -83332.625000 Penalty: 3330.830322
	Iteration 21Q: 3 clusters Score -83332.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -83346.812500 Penalty: 3330.830322
	Iteration 22Q: 3 clusters Score -83346.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -83369.796875 Penalty: 3330.830322
	Iteration 23Q: 3 clusters Score -83369.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -83384.500000 Penalty: 3330.830322
	Iteration 24Q: 3 clusters Score -83384.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -83412.867188 Penalty: 3330.830322
	Iteration 25Q: 3 clusters Score -83412.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -83429.062500 Penalty: 3330.830322
	Iteration 26Q: 3 clusters Score -83429.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -83452.000000 Penalty: 3330.830322
	Iteration 27Q: 3 clusters Score -83452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -83464.820312 Penalty: 3330.830322
	Iteration 28Q: 3 clusters Score -83464.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -83473.375000 Penalty: 3330.830322
	Iteration 29Q: 3 clusters Score -83473.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -83481.156250 Penalty: 3330.830322
	Iteration 30Q: 3 clusters Score -83481.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -83491.218750 Penalty: 3330.830322
	Iteration 31Q: 3 clusters Score -83491.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -83498.484375 Penalty: 3330.830322
	Iteration 32Q: 3 clusters Score -83498.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -83504.343750 Penalty: 3330.830322
	Iteration 33Q: 3 clusters Score -83504.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -83505.718750 Penalty: 3330.830322
	Iteration 34Q: 3 clusters Score -83505.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -83507.476562 Penalty: 3330.830322
	Iteration 35Q: 3 clusters Score -83507.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -83508.851562 Penalty: 3330.830322
	Iteration 36Q: 3 clusters Score -83508.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -83508.851562 Penalty: 3330.830322
	Iteration 37F: 3 clusters Score -83508.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Entering Unmasked Estep 
Score: -331614.531250 Penalty: 1991.944702
	Iteration 0F: 2 clusters Score -331614.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -328324.437500 Penalty: 3983.889404
	Iteration 0F: 3 clusters Score -328324.4 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -329061.093750 Penalty: 3983.889404
	Iteration 1F: 3 clusters Score -329061.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -329253.593750 Penalty: 3983.889404
	Iteration 2F: 3 clusters Score -329253.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -329372.875000 Penalty: 3983.889404
	Iteration 3F: 3 clusters Score -329372.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -329464.812500 Penalty: 3983.889404
	Iteration 4Q: 3 clusters Score -329464.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -329524.843750 Penalty: 3983.889404
	Iteration 5Q: 3 clusters Score -329524.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -329558.312500 Penalty: 3983.889404
	Iteration 6Q: 3 clusters Score -329558.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -329586.343750 Penalty: 3983.889404
	Iteration 7Q: 3 clusters Score -329586.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -329613.031250 Penalty: 3983.889404
	Iteration 8Q: 3 clusters Score -329613 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -329634.468750 Penalty: 3983.889404
	Iteration 9Q: 3 clusters Score -329634.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -329657.406250 Penalty: 3983.889404
	Iteration 10Q: 3 clusters Score -329657.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -329673.093750 Penalty: 3983.889404
	Iteration 11Q: 3 clusters Score -329673.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -329686.843750 Penalty: 3983.889404
	Iteration 12Q: 3 clusters Score -329686.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -329700.500000 Penalty: 3983.889404
	Iteration 13Q: 3 clusters Score -329700.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -329711.468750 Penalty: 3983.889404
	Iteration 14Q: 3 clusters Score -329711.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -329722.093750 Penalty: 3983.889404
	Iteration 15Q: 3 clusters Score -329722.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -329729.593750 Penalty: 3983.889404
	Iteration 16Q: 3 clusters Score -329729.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -329736.000000 Penalty: 3983.889404
	Iteration 17Q: 3 clusters Score -329736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -329738.437500 Penalty: 3983.889404
	Iteration 18Q: 3 clusters Score -329738.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -329744.281250 Penalty: 3983.889404
	Iteration 19Q: 3 clusters Score -329744.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -329749.062500 Penalty: 3983.889404
	Iteration 20F: 3 clusters Score -329749.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -329757.437500 Penalty: 3983.889404
	Iteration 21Q: 3 clusters Score -329757.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -329761.625000 Penalty: 3983.889404
	Iteration 22Q: 3 clusters Score -329761.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -329764.843750 Penalty: 3983.889404
	Iteration 23Q: 3 clusters Score -329764.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -329766.281250 Penalty: 3983.889404
	Iteration 24Q: 3 clusters Score -329766.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -329766.906250 Penalty: 3983.889404
	Iteration 25Q: 3 clusters Score -329766.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -329768.718750 Penalty: 3983.889404
	Iteration 26Q: 3 clusters Score -329768.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -329771.062500 Penalty: 3983.889404
	Iteration 27Q: 3 clusters Score -329771.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -329774.312500 Penalty: 3983.889404
	Iteration 28Q: 3 clusters Score -329774.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -329777.062500 Penalty: 3983.889404
	Iteration 29Q: 3 clusters Score -329777.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -329778.312500 Penalty: 3983.889404
	Iteration 30Q: 3 clusters Score -329778.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -329782.093750 Penalty: 3983.889404
	Iteration 31Q: 3 clusters Score -329782.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -329786.031250 Penalty: 3983.889404
	Iteration 32Q: 3 clusters Score -329786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -329788.593750 Penalty: 3983.889404
	Iteration 33Q: 3 clusters Score -329788.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -329790.500000 Penalty: 3983.889404
	Iteration 34Q: 3 clusters Score -329790.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -329792.375000 Penalty: 3983.889404
	Iteration 35Q: 3 clusters Score -329792.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -329793.875000 Penalty: 3983.889404
	Iteration 36Q: 3 clusters Score -329793.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -329797.250000 Penalty: 3983.889404
	Iteration 37Q: 3 clusters Score -329797.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -329799.562500 Penalty: 3983.889404
	Iteration 38Q: 3 clusters Score -329799.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -329803.312500 Penalty: 3983.889404
	Iteration 39Q: 3 clusters Score -329803.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -329806.562500 Penalty: 3983.889404
	Iteration 40F: 3 clusters Score -329806.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -329808.906250 Penalty: 3983.889404
	Iteration 41Q: 3 clusters Score -329808.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -329810.312500 Penalty: 3983.889404
	Iteration 42Q: 3 clusters Score -329810.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -329810.031250 Penalty: 3983.889404
	Iteration 43Q: 3 clusters Score -329810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -329811.406250 Penalty: 3983.889404
	Iteration 44Q: 3 clusters Score -329811.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -329813.156250 Penalty: 3983.889404
	Iteration 45Q: 3 clusters Score -329813.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -329813.250000 Penalty: 3983.889404
	Iteration 46Q: 3 clusters Score -329813.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -329814.750000 Penalty: 3983.889404
	Iteration 47Q: 3 clusters Score -329814.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -329815.218750 Penalty: 3983.889404
	Iteration 48Q: 3 clusters Score -329815.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -329815.843750 Penalty: 3983.889404
	Iteration 49Q: 3 clusters Score -329815.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -329816.625000 Penalty: 3983.889404
	Iteration 50Q: 3 clusters Score -329816.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -329817.843750 Penalty: 3983.889404
	Iteration 51Q: 3 clusters Score -329817.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -329817.875000 Penalty: 3983.889404
	Iteration 52Q: 3 clusters Score -329817.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -329818.750000 Penalty: 3983.889404
	Iteration 53Q: 3 clusters Score -329818.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -329818.781250 Penalty: 3983.889404
	Iteration 54Q: 3 clusters Score -329818.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -329820.343750 Penalty: 3983.889404
	Iteration 55Q: 3 clusters Score -329820.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -329820.718750 Penalty: 3983.889404
	Iteration 56Q: 3 clusters Score -329820.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -329821.531250 Penalty: 3983.889404
	Iteration 57Q: 3 clusters Score -329821.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -329821.531250 Penalty: 3983.889404
	Iteration 58F: 3 clusters Score -329821.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (5801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Entering Unmasked Estep 
Score: -624758.687500 Penalty: 2149.114990
	Iteration 0F: 2 clusters Score -624758.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -619731.625000 Penalty: 4298.229980
	Iteration 0F: 3 clusters Score -619731.6 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -620969.937500 Penalty: 4298.229980
	Iteration 1F: 3 clusters Score -620969.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -621253.000000 Penalty: 4298.229980
	Iteration 2F: 3 clusters Score -621253 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -621499.375000 Penalty: 4298.229980
	Iteration 3F: 3 clusters Score -621499.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -621754.562500 Penalty: 4298.229980
	Iteration 4F: 3 clusters Score -621754.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -622126.812500 Penalty: 4298.229980
	Iteration 5F: 3 clusters Score -622126.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -622766.812500 Penalty: 4298.229980
	Iteration 6F: 3 clusters Score -622766.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -623494.312500 Penalty: 4298.229980
	Iteration 7F: 3 clusters Score -623494.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -624047.062500 Penalty: 4298.229980
	Iteration 8F: 3 clusters Score -624047.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -624359.687500 Penalty: 4298.229980
	Iteration 9F: 3 clusters Score -624359.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -624571.062500 Penalty: 4298.229980
	Iteration 10Q: 3 clusters Score -624571.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -624707.000000 Penalty: 4298.229980
	Iteration 11Q: 3 clusters Score -624707 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -624821.812500 Penalty: 4298.229980
	Iteration 12Q: 3 clusters Score -624821.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -624899.125000 Penalty: 4298.229980
	Iteration 13Q: 3 clusters Score -624899.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -624954.875000 Penalty: 4298.229980
	Iteration 14Q: 3 clusters Score -624954.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -624988.062500 Penalty: 4298.229980
	Iteration 15Q: 3 clusters Score -624988.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -624998.250000 Penalty: 4298.229980
	Iteration 16Q: 3 clusters Score -624998.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -625000.687500 Penalty: 4298.229980
	Iteration 17Q: 3 clusters Score -625000.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -625001.375000 Penalty: 4298.229980
	Iteration 18Q: 3 clusters Score -625001.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -625002.937500 Penalty: 4298.229980
	Iteration 19Q: 3 clusters Score -625002.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -625004.437500 Penalty: 4298.229980
	Iteration 20F: 3 clusters Score -625004.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 18968 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 102121 members 
Mstep: Class 5 contains 36152 members 
Mstep: Class 6 contains 13748 members 
Mstep: Class 7 contains 7598 members 
Mstep: Class 8 contains 183842 members 
Mstep: Class 9 contains 15349 members 
Mstep: Class 10 contains 7194 members 
Mstep: Class 11 contains 17611 members 
Mstep: Class 12 contains 6975 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75157 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13599 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37657 members 
Mstep: Class 20 contains 2028 members 
Mstep: Class 21 contains 138100 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13083 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8136 members 
Mstep: Class 26 contains 3974 members 
Mstep: Class 27 contains 4258 members 
Mstep: Class 28 contains 25379 members 
Mstep: Class 29 contains 5760 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20384 members 
Mstep: Class 32 contains 3263 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145133 members 
Mstep: Class 35 contains 25964 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 35194 members 
Mstep: Class 38 contains 27253 members 
Mstep: Class 39 contains 3261 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 3660 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8730 members 
Mstep: Class 46 contains 16191 members 
Mstep: Class 47 contains 30194 members 
Mstep: Class 48 contains 12060 members 
Mstep: Class 49 contains 3517 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Mstep: Class 53 contains 2141 members 
Entering Unmasked Estep 
Score: -115172608.000000 Penalty: 182896.359375
Splitting cluster 43 changes total score from -115173824.000000 to -115172608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Entering Unmasked Estep 
Score: -68815.320312 Penalty: 1626.433105
	Iteration 0F: 2 clusters Score -68815.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -67137.203125 Penalty: 3252.866211
	Iteration 0F: 3 clusters Score -67137.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -67369.312500 Penalty: 3252.866211
	Iteration 1F: 3 clusters Score -67369.31 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -67427.992188 Penalty: 3252.866211
	Iteration 2Q: 3 clusters Score -67427.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -67450.382812 Penalty: 3252.866211
	Iteration 3Q: 3 clusters Score -67450.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -67481.187500 Penalty: 3252.866211
	Iteration 4Q: 3 clusters Score -67481.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -67503.906250 Penalty: 3252.866211
	Iteration 5Q: 3 clusters Score -67503.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -67515.539062 Penalty: 3252.866211
	Iteration 6Q: 3 clusters Score -67515.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -67529.476562 Penalty: 3252.866211
	Iteration 7Q: 3 clusters Score -67529.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -67541.562500 Penalty: 3252.866211
	Iteration 8Q: 3 clusters Score -67541.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -67556.968750 Penalty: 3252.866211
	Iteration 9Q: 3 clusters Score -67556.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -67562.953125 Penalty: 3252.866211
	Iteration 10Q: 3 clusters Score -67562.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -67566.882812 Penalty: 3252.866211
	Iteration 11Q: 3 clusters Score -67566.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -67567.718750 Penalty: 3252.866211
	Iteration 12Q: 3 clusters Score -67567.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -67567.718750 Penalty: 3252.866211
	Iteration 13F: 3 clusters Score -67567.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (8730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Entering Unmasked Estep 
Score: -928611.750000 Penalty: 2250.481201
	Iteration 0F: 2 clusters Score -928611.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -921675.812500 Penalty: 4500.962402
	Iteration 0F: 3 clusters Score -921675.8 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -923620.437500 Penalty: 4500.962402
	Iteration 1F: 3 clusters Score -923620.4 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -923935.375000 Penalty: 4500.962402
	Iteration 2F: 3 clusters Score -923935.4 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -924178.625000 Penalty: 4500.962402
	Iteration 3F: 3 clusters Score -924178.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -924412.437500 Penalty: 4500.962402
	Iteration 4Q: 3 clusters Score -924412.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -924628.375000 Penalty: 4500.962402
	Iteration 5Q: 3 clusters Score -924628.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -924877.562500 Penalty: 4500.962402
	Iteration 6Q: 3 clusters Score -924877.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -925130.312500 Penalty: 4500.962402
	Iteration 7Q: 3 clusters Score -925130.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -925380.750000 Penalty: 4500.962402
	Iteration 8Q: 3 clusters Score -925380.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -925623.062500 Penalty: 4500.962402
	Iteration 9Q: 3 clusters Score -925623.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -925876.937500 Penalty: 4500.962402
	Iteration 10Q: 3 clusters Score -925876.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -926099.187500 Penalty: 4500.962402
	Iteration 11Q: 3 clusters Score -926099.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -926319.937500 Penalty: 4500.962402
	Iteration 12Q: 3 clusters Score -926319.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -926559.812500 Penalty: 4500.962402
	Iteration 13Q: 3 clusters Score -926559.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -926747.625000 Penalty: 4500.962402
	Iteration 14Q: 3 clusters Score -926747.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -926936.750000 Penalty: 4500.962402
	Iteration 15Q: 3 clusters Score -926936.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -927141.625000 Penalty: 4500.962402
	Iteration 16Q: 3 clusters Score -927141.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -927387.375000 Penalty: 4500.962402
	Iteration 17Q: 3 clusters Score -927387.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -927607.312500 Penalty: 4500.962402
	Iteration 18Q: 3 clusters Score -927607.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -927743.000000 Penalty: 4500.962402
	Iteration 19Q: 3 clusters Score -927743 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -927823.625000 Penalty: 4500.962402
	Iteration 20F: 3 clusters Score -927823.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -927868.812500 Penalty: 4500.962402
	Iteration 21Q: 3 clusters Score -927868.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -927920.437500 Penalty: 4500.962402
	Iteration 22Q: 3 clusters Score -927920.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -927969.187500 Penalty: 4500.962402
	Iteration 23Q: 3 clusters Score -927969.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -928001.875000 Penalty: 4500.962402
	Iteration 24Q: 3 clusters Score -928001.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -928025.500000 Penalty: 4500.962402
	Iteration 25Q: 3 clusters Score -928025.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -928042.750000 Penalty: 4500.962402
	Iteration 26Q: 3 clusters Score -928042.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -928060.937500 Penalty: 4500.962402
	Iteration 27Q: 3 clusters Score -928060.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -928076.125000 Penalty: 4500.962402
	Iteration 28Q: 3 clusters Score -928076.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -928094.312500 Penalty: 4500.962402
	Iteration 29Q: 3 clusters Score -928094.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -928108.000000 Penalty: 4500.962402
	Iteration 30Q: 3 clusters Score -928108 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -928122.750000 Penalty: 4500.962402
	Iteration 31Q: 3 clusters Score -928122.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -928137.312500 Penalty: 4500.962402
	Iteration 32Q: 3 clusters Score -928137.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -928163.562500 Penalty: 4500.962402
	Iteration 33Q: 3 clusters Score -928163.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -928179.625000 Penalty: 4500.962402
	Iteration 34Q: 3 clusters Score -928179.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -928201.000000 Penalty: 4500.962402
	Iteration 35Q: 3 clusters Score -928201 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -928212.000000 Penalty: 4500.962402
	Iteration 36Q: 3 clusters Score -928212 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -928221.625000 Penalty: 4500.962402
	Iteration 37Q: 3 clusters Score -928221.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -928229.062500 Penalty: 4500.962402
	Iteration 38Q: 3 clusters Score -928229.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -928233.125000 Penalty: 4500.962402
	Iteration 39Q: 3 clusters Score -928233.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -928234.000000 Penalty: 4500.962402
	Iteration 40F: 3 clusters Score -928234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -928237.375000 Penalty: 4500.962402
	Iteration 41Q: 3 clusters Score -928237.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -928239.562500 Penalty: 4500.962402
	Iteration 42Q: 3 clusters Score -928239.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -928241.000000 Penalty: 4500.962402
	Iteration 43Q: 3 clusters Score -928241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -928239.750000 Penalty: 4500.962402
	Iteration 44Q: 3 clusters Score -928239.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -928242.250000 Penalty: 4500.962402
	Iteration 45Q: 3 clusters Score -928242.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -928242.375000 Penalty: 4500.962402
	Iteration 46Q: 3 clusters Score -928242.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -928241.812500 Penalty: 4500.962402
	Iteration 47Q: 3 clusters Score -928241.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -928241.812500 Penalty: 4500.962402
	Iteration 48Q: 3 clusters Score -928241.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -928241.812500 Penalty: 4500.962402
	Iteration 49F: 3 clusters Score -928241.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (16191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Entering Unmasked Estep 
Score: -1746441.750000 Penalty: 2403.668457
	Iteration 0F: 2 clusters Score -1746442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1734860.375000 Penalty: 4807.336914
	Iteration 0F: 3 clusters Score -1734860 nChanged 6987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1738601.000000 Penalty: 4807.336914
	Iteration 1F: 3 clusters Score -1738601 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1739120.750000 Penalty: 4807.336914
	Iteration 2F: 3 clusters Score -1739121 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1739666.125000 Penalty: 4807.336914
	Iteration 3F: 3 clusters Score -1739666 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1740292.625000 Penalty: 4807.336914
	Iteration 4F: 3 clusters Score -1740293 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1740965.500000 Penalty: 4807.336914
	Iteration 5F: 3 clusters Score -1740966 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1741674.000000 Penalty: 4807.336914
	Iteration 6F: 3 clusters Score -1741674 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1742315.875000 Penalty: 4807.336914
	Iteration 7F: 3 clusters Score -1742316 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1742867.250000 Penalty: 4807.336914
	Iteration 8F: 3 clusters Score -1742867 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1743291.500000 Penalty: 4807.336914
	Iteration 9Q: 3 clusters Score -1743292 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1743627.500000 Penalty: 4807.336914
	Iteration 10Q: 3 clusters Score -1743628 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1743873.125000 Penalty: 4807.336914
	Iteration 11Q: 3 clusters Score -1743873 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1744015.500000 Penalty: 4807.336914
	Iteration 12Q: 3 clusters Score -1744016 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1744143.500000 Penalty: 4807.336914
	Iteration 13Q: 3 clusters Score -1744144 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1744265.125000 Penalty: 4807.336914
	Iteration 14Q: 3 clusters Score -1744265 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1744360.750000 Penalty: 4807.336914
	Iteration 15Q: 3 clusters Score -1744361 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1744459.250000 Penalty: 4807.336914
	Iteration 16Q: 3 clusters Score -1744459 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1744528.375000 Penalty: 4807.336914
	Iteration 17Q: 3 clusters Score -1744528 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1744583.875000 Penalty: 4807.336914
	Iteration 18Q: 3 clusters Score -1744584 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1744643.250000 Penalty: 4807.336914
	Iteration 19Q: 3 clusters Score -1744643 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1744687.375000 Penalty: 4807.336914
	Iteration 20F: 3 clusters Score -1744687 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1744740.750000 Penalty: 4807.336914
	Iteration 21Q: 3 clusters Score -1744741 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1744780.500000 Penalty: 4807.336914
	Iteration 22Q: 3 clusters Score -1744780 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1744809.625000 Penalty: 4807.336914
	Iteration 23Q: 3 clusters Score -1744810 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1744845.125000 Penalty: 4807.336914
	Iteration 24Q: 3 clusters Score -1744845 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1744876.625000 Penalty: 4807.336914
	Iteration 25Q: 3 clusters Score -1744877 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1744913.375000 Penalty: 4807.336914
	Iteration 26Q: 3 clusters Score -1744913 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1744958.500000 Penalty: 4807.336914
	Iteration 27Q: 3 clusters Score -1744958 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1744996.375000 Penalty: 4807.336914
	Iteration 28Q: 3 clusters Score -1744996 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1745025.500000 Penalty: 4807.336914
	Iteration 29Q: 3 clusters Score -1745026 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1745050.625000 Penalty: 4807.336914
	Iteration 30Q: 3 clusters Score -1745051 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1745085.000000 Penalty: 4807.336914
	Iteration 31Q: 3 clusters Score -1745085 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -1745118.875000 Penalty: 4807.336914
	Iteration 32Q: 3 clusters Score -1745119 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -1745135.625000 Penalty: 4807.336914
	Iteration 33Q: 3 clusters Score -1745136 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -1745174.500000 Penalty: 4807.336914
	Iteration 34Q: 3 clusters Score -1745174 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1745217.625000 Penalty: 4807.336914
	Iteration 35Q: 3 clusters Score -1745218 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1745260.750000 Penalty: 4807.336914
	Iteration 36Q: 3 clusters Score -1745261 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1745292.125000 Penalty: 4807.336914
	Iteration 37Q: 3 clusters Score -1745292 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -1745317.750000 Penalty: 4807.336914
	Iteration 38Q: 3 clusters Score -1745318 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -1745344.875000 Penalty: 4807.336914
	Iteration 39Q: 3 clusters Score -1745345 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -1745370.250000 Penalty: 4807.336914
	Iteration 40F: 3 clusters Score -1745370 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1745397.625000 Penalty: 4807.336914
	Iteration 41Q: 3 clusters Score -1745398 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -1745426.125000 Penalty: 4807.336914
	Iteration 42Q: 3 clusters Score -1745426 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -1745459.125000 Penalty: 4807.336914
	Iteration 43Q: 3 clusters Score -1745459 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -1745483.625000 Penalty: 4807.336914
	Iteration 44Q: 3 clusters Score -1745484 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1745520.625000 Penalty: 4807.336914
	Iteration 45Q: 3 clusters Score -1745521 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1745547.875000 Penalty: 4807.336914
	Iteration 46Q: 3 clusters Score -1745548 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1745567.000000 Penalty: 4807.336914
	Iteration 47Q: 3 clusters Score -1745567 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1745588.750000 Penalty: 4807.336914
	Iteration 48Q: 3 clusters Score -1745589 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -1745608.875000 Penalty: 4807.336914
	Iteration 49Q: 3 clusters Score -1745609 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -1745625.125000 Penalty: 4807.336914
	Iteration 50Q: 3 clusters Score -1745625 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -1745636.250000 Penalty: 4807.336914
	Iteration 51Q: 3 clusters Score -1745636 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1745650.500000 Penalty: 4807.336914
	Iteration 52Q: 3 clusters Score -1745650 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -1745658.875000 Penalty: 4807.336914
	Iteration 53Q: 3 clusters Score -1745659 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -1745662.125000 Penalty: 4807.336914
	Iteration 54Q: 3 clusters Score -1745662 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -1745674.125000 Penalty: 4807.336914
	Iteration 55Q: 3 clusters Score -1745674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -1745679.750000 Penalty: 4807.336914
	Iteration 56Q: 3 clusters Score -1745680 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -1745682.500000 Penalty: 4807.336914
	Iteration 57Q: 3 clusters Score -1745682 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -1745685.250000 Penalty: 4807.336914
	Iteration 58Q: 3 clusters Score -1745685 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -1745695.375000 Penalty: 4807.336914
	Iteration 59Q: 3 clusters Score -1745695 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -1745698.125000 Penalty: 4807.336914
	Iteration 60F: 3 clusters Score -1745698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -1745702.750000 Penalty: 4807.336914
	Iteration 61Q: 3 clusters Score -1745703 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -1745711.375000 Penalty: 4807.336914
	Iteration 62Q: 3 clusters Score -1745711 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -1745717.000000 Penalty: 4807.336914
	Iteration 63Q: 3 clusters Score -1745717 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -1745723.500000 Penalty: 4807.336914
	Iteration 64Q: 3 clusters Score -1745724 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -1745733.500000 Penalty: 4807.336914
	Iteration 65Q: 3 clusters Score -1745734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -1745737.250000 Penalty: 4807.336914
	Iteration 66Q: 3 clusters Score -1745737 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -1745754.375000 Penalty: 4807.336914
	Iteration 67Q: 3 clusters Score -1745754 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -1745762.875000 Penalty: 4807.336914
	Iteration 68Q: 3 clusters Score -1745763 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -1745768.125000 Penalty: 4807.336914
	Iteration 69Q: 3 clusters Score -1745768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -1745774.500000 Penalty: 4807.336914
	Iteration 70Q: 3 clusters Score -1745774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -1745776.000000 Penalty: 4807.336914
	Iteration 71Q: 3 clusters Score -1745776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -1745783.250000 Penalty: 4807.336914
	Iteration 72Q: 3 clusters Score -1745783 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -1745791.125000 Penalty: 4807.336914
	Iteration 73Q: 3 clusters Score -1745791 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -1745804.500000 Penalty: 4807.336914
	Iteration 74Q: 3 clusters Score -1745804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -1745814.250000 Penalty: 4807.336914
	Iteration 75Q: 3 clusters Score -1745814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -1745823.750000 Penalty: 4807.336914
	Iteration 76Q: 3 clusters Score -1745824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -1745830.875000 Penalty: 4807.336914
	Iteration 77Q: 3 clusters Score -1745831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -1745832.375000 Penalty: 4807.336914
	Iteration 78Q: 3 clusters Score -1745832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -1745840.125000 Penalty: 4807.336914
	Iteration 79Q: 3 clusters Score -1745840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -1745840.125000 Penalty: 4807.336914
	Iteration 80F: 3 clusters Score -1745840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -1745839.750000 Penalty: 4807.336914
	Iteration 81Q: 3 clusters Score -1745840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -1745843.375000 Penalty: 4807.336914
	Iteration 82Q: 3 clusters Score -1745843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -1745842.875000 Penalty: 4807.336914
	Iteration 83Q: 3 clusters Score -1745843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -1745846.375000 Penalty: 4807.336914
	Iteration 84Q: 3 clusters Score -1745846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -1745846.875000 Penalty: 4807.336914
	Iteration 85Q: 3 clusters Score -1745847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -1745846.750000 Penalty: 4807.336914
	Iteration 86Q: 3 clusters Score -1745847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -1745848.375000 Penalty: 4807.336914
	Iteration 87Q: 3 clusters Score -1745848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -1745853.000000 Penalty: 4807.336914
	Iteration 88Q: 3 clusters Score -1745853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -1745854.250000 Penalty: 4807.336914
	Iteration 89Q: 3 clusters Score -1745854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -1745859.000000 Penalty: 4807.336914
	Iteration 90Q: 3 clusters Score -1745859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -1745859.375000 Penalty: 4807.336914
	Iteration 91Q: 3 clusters Score -1745859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -1745865.250000 Penalty: 4807.336914
	Iteration 92Q: 3 clusters Score -1745865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -1745863.625000 Penalty: 4807.336914
	Iteration 93Q: 3 clusters Score -1745864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -1745869.875000 Penalty: 4807.336914
	Iteration 94Q: 3 clusters Score -1745870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -1745872.750000 Penalty: 4807.336914
	Iteration 95Q: 3 clusters Score -1745873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -1745873.500000 Penalty: 4807.336914
	Iteration 96Q: 3 clusters Score -1745874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -1745872.625000 Penalty: 4807.336914
	Iteration 97Q: 3 clusters Score -1745873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -1745872.750000 Penalty: 4807.336914
	Iteration 98Q: 3 clusters Score -1745873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -1745876.125000 Penalty: 4807.336914
	Iteration 99Q: 3 clusters Score -1745876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -1745874.125000 Penalty: 4807.336914
	Iteration 100F: 3 clusters Score -1745874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -1745876.375000 Penalty: 4807.336914
	Iteration 101Q: 3 clusters Score -1745876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -1745876.125000 Penalty: 4807.336914
	Iteration 102Q: 3 clusters Score -1745876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -1745879.000000 Penalty: 4807.336914
	Iteration 103Q: 3 clusters Score -1745879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -1745881.125000 Penalty: 4807.336914
	Iteration 104Q: 3 clusters Score -1745881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -1745882.625000 Penalty: 4807.336914
	Iteration 105Q: 3 clusters Score -1745883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -1745883.125000 Penalty: 4807.336914
	Iteration 106Q: 3 clusters Score -1745883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -1745883.875000 Penalty: 4807.336914
	Iteration 107Q: 3 clusters Score -1745884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -1745886.750000 Penalty: 4807.336914
	Iteration 108Q: 3 clusters Score -1745887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -1745886.750000 Penalty: 4807.336914
	Iteration 109Q: 3 clusters Score -1745887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -1745890.125000 Penalty: 4807.336914
	Iteration 110Q: 3 clusters Score -1745890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -1745887.875000 Penalty: 4807.336914
	Iteration 111Q: 3 clusters Score -1745888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -1745890.875000 Penalty: 4807.336914
	Iteration 112Q: 3 clusters Score -1745891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -1745889.750000 Penalty: 4807.336914
	Iteration 113Q: 3 clusters Score -1745890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -1745889.750000 Penalty: 4807.336914
	Iteration 114F: 3 clusters Score -1745890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (30194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30194 members 
Entering Unmasked Estep 
Score: -3261103.750000 Penalty: 2558.218750
	Iteration 0F: 2 clusters Score -3261104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -3240414.250000 Penalty: 5116.437500
	Iteration 0F: 3 clusters Score -3240414 nChanged 13624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -3248002.500000 Penalty: 5116.437500
	Iteration 1F: 3 clusters Score -3248002 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -3248681.750000 Penalty: 5116.437500
	Iteration 2F: 3 clusters Score -3248682 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -3249578.750000 Penalty: 5116.437500
	Iteration 3F: 3 clusters Score -3249579 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -3250839.250000 Penalty: 5116.437500
	Iteration 4F: 3 clusters Score -3250839 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -3252553.750000 Penalty: 5116.437500
	Iteration 5F: 3 clusters Score -3252554 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -3254518.000000 Penalty: 5116.437500
	Iteration 6F: 3 clusters Score -3254518 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -3256353.250000 Penalty: 5116.437500
	Iteration 7F: 3 clusters Score -3256353 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -3257680.500000 Penalty: 5116.437500
	Iteration 8F: 3 clusters Score -3257680 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -3258433.750000 Penalty: 5116.437500
	Iteration 9Q: 3 clusters Score -3258434 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -3258916.750000 Penalty: 5116.437500
	Iteration 10Q: 3 clusters Score -3258917 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -3259233.500000 Penalty: 5116.437500
	Iteration 11Q: 3 clusters Score -3259234 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -3259410.250000 Penalty: 5116.437500
	Iteration 12Q: 3 clusters Score -3259410 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -3259574.500000 Penalty: 5116.437500
	Iteration 13Q: 3 clusters Score -3259574 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -3259698.500000 Penalty: 5116.437500
	Iteration 14Q: 3 clusters Score -3259698 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -3259818.250000 Penalty: 5116.437500
	Iteration 15Q: 3 clusters Score -3259818 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -3259896.750000 Penalty: 5116.437500
	Iteration 16Q: 3 clusters Score -3259897 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -3259988.500000 Penalty: 5116.437500
	Iteration 17Q: 3 clusters Score -3259988 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -3260064.500000 Penalty: 5116.437500
	Iteration 18Q: 3 clusters Score -3260064 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -3260141.500000 Penalty: 5116.437500
	Iteration 19Q: 3 clusters Score -3260142 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -3260189.750000 Penalty: 5116.437500
	Iteration 20F: 3 clusters Score -3260190 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -3260233.000000 Penalty: 5116.437500
	Iteration 21Q: 3 clusters Score -3260233 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -3260270.500000 Penalty: 5116.437500
	Iteration 22Q: 3 clusters Score -3260270 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -3260299.750000 Penalty: 5116.437500
	Iteration 23Q: 3 clusters Score -3260300 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -3260337.250000 Penalty: 5116.437500
	Iteration 24Q: 3 clusters Score -3260337 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -3260358.750000 Penalty: 5116.437500
	Iteration 25Q: 3 clusters Score -3260359 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -3260373.000000 Penalty: 5116.437500
	Iteration 26Q: 3 clusters Score -3260373 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -3260384.000000 Penalty: 5116.437500
	Iteration 27Q: 3 clusters Score -3260384 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -3260397.250000 Penalty: 5116.437500
	Iteration 28Q: 3 clusters Score -3260397 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -3260395.750000 Penalty: 5116.437500
	Iteration 29Q: 3 clusters Score -3260396 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -3260409.750000 Penalty: 5116.437500
	Iteration 30Q: 3 clusters Score -3260410 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -3260416.500000 Penalty: 5116.437500
	Iteration 31Q: 3 clusters Score -3260416 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -3260443.250000 Penalty: 5116.437500
	Iteration 32Q: 3 clusters Score -3260443 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -3260448.250000 Penalty: 5116.437500
	Iteration 33Q: 3 clusters Score -3260448 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -3260456.500000 Penalty: 5116.437500
	Iteration 34Q: 3 clusters Score -3260456 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -3260468.750000 Penalty: 5116.437500
	Iteration 35Q: 3 clusters Score -3260469 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -3260472.750000 Penalty: 5116.437500
	Iteration 36Q: 3 clusters Score -3260473 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -3260485.000000 Penalty: 5116.437500
	Iteration 37Q: 3 clusters Score -3260485 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -3260486.000000 Penalty: 5116.437500
	Iteration 38Q: 3 clusters Score -3260486 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -3260492.250000 Penalty: 5116.437500
	Iteration 39Q: 3 clusters Score -3260492 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -3260515.000000 Penalty: 5116.437500
	Iteration 40F: 3 clusters Score -3260515 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -3260523.750000 Penalty: 5116.437500
	Iteration 41Q: 3 clusters Score -3260524 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -3260522.000000 Penalty: 5116.437500
	Iteration 42Q: 3 clusters Score -3260522 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -3260524.000000 Penalty: 5116.437500
	Iteration 43Q: 3 clusters Score -3260524 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -3260530.500000 Penalty: 5116.437500
	Iteration 44Q: 3 clusters Score -3260530 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -3260525.750000 Penalty: 5116.437500
	Iteration 45Q: 3 clusters Score -3260526 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -3260531.750000 Penalty: 5116.437500
	Iteration 46Q: 3 clusters Score -3260532 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -3260535.000000 Penalty: 5116.437500
	Iteration 47Q: 3 clusters Score -3260535 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -3260534.000000 Penalty: 5116.437500
	Iteration 48Q: 3 clusters Score -3260534 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -3260529.750000 Penalty: 5116.437500
	Iteration 49Q: 3 clusters Score -3260530 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -3260537.000000 Penalty: 5116.437500
	Iteration 50Q: 3 clusters Score -3260537 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -3260551.500000 Penalty: 5116.437500
	Iteration 51Q: 3 clusters Score -3260552 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -3260549.000000 Penalty: 5116.437500
	Iteration 52Q: 3 clusters Score -3260549 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -3260560.500000 Penalty: 5116.437500
	Iteration 53Q: 3 clusters Score -3260560 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -3260559.750000 Penalty: 5116.437500
	Iteration 54Q: 3 clusters Score -3260560 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -3260557.250000 Penalty: 5116.437500
	Iteration 55Q: 3 clusters Score -3260557 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -3260566.500000 Penalty: 5116.437500
	Iteration 56Q: 3 clusters Score -3260566 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -3260573.750000 Penalty: 5116.437500
	Iteration 57Q: 3 clusters Score -3260574 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -3260578.500000 Penalty: 5116.437500
	Iteration 58Q: 3 clusters Score -3260578 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -3260571.750000 Penalty: 5116.437500
	Iteration 59Q: 3 clusters Score -3260572 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -3260585.250000 Penalty: 5116.437500
	Iteration 60F: 3 clusters Score -3260585 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -3260599.750000 Penalty: 5116.437500
	Iteration 61Q: 3 clusters Score -3260600 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -3260593.500000 Penalty: 5116.437500
	Iteration 62Q: 3 clusters Score -3260594 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -3260593.250000 Penalty: 5116.437500
	Iteration 63Q: 3 clusters Score -3260593 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -3260597.000000 Penalty: 5116.437500
	Iteration 64Q: 3 clusters Score -3260597 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -3260597.750000 Penalty: 5116.437500
	Iteration 65Q: 3 clusters Score -3260598 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -3260608.250000 Penalty: 5116.437500
	Iteration 66Q: 3 clusters Score -3260608 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -3260603.250000 Penalty: 5116.437500
	Iteration 67Q: 3 clusters Score -3260603 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -3260605.500000 Penalty: 5116.437500
	Iteration 68Q: 3 clusters Score -3260606 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -3260610.250000 Penalty: 5116.437500
	Iteration 69Q: 3 clusters Score -3260610 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -3260614.250000 Penalty: 5116.437500
	Iteration 70Q: 3 clusters Score -3260614 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -3260614.000000 Penalty: 5116.437500
	Iteration 71Q: 3 clusters Score -3260614 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -3260622.500000 Penalty: 5116.437500
	Iteration 72Q: 3 clusters Score -3260622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -3260624.000000 Penalty: 5116.437500
	Iteration 73Q: 3 clusters Score -3260624 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -3260617.750000 Penalty: 5116.437500
	Iteration 74Q: 3 clusters Score -3260618 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -3260624.500000 Penalty: 5116.437500
	Iteration 75Q: 3 clusters Score -3260624 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -3260622.000000 Penalty: 5116.437500
	Iteration 76Q: 3 clusters Score -3260622 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -3260623.000000 Penalty: 5116.437500
	Iteration 77Q: 3 clusters Score -3260623 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -3260630.750000 Penalty: 5116.437500
	Iteration 78Q: 3 clusters Score -3260631 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -3260639.500000 Penalty: 5116.437500
	Iteration 79Q: 3 clusters Score -3260640 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -3260637.250000 Penalty: 5116.437500
	Iteration 80F: 3 clusters Score -3260637 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -3260642.000000 Penalty: 5116.437500
	Iteration 81Q: 3 clusters Score -3260642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -3260638.750000 Penalty: 5116.437500
	Iteration 82Q: 3 clusters Score -3260639 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -3260642.750000 Penalty: 5116.437500
	Iteration 83Q: 3 clusters Score -3260643 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -3260640.000000 Penalty: 5116.437500
	Iteration 84Q: 3 clusters Score -3260640 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -3260640.750000 Penalty: 5116.437500
	Iteration 85Q: 3 clusters Score -3260641 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -3260640.750000 Penalty: 5116.437500
	Iteration 86Q: 3 clusters Score -3260641 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -3260647.250000 Penalty: 5116.437500
	Iteration 87Q: 3 clusters Score -3260647 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -3260652.500000 Penalty: 5116.437500
	Iteration 88Q: 3 clusters Score -3260652 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -3260658.750000 Penalty: 5116.437500
	Iteration 89Q: 3 clusters Score -3260659 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -3260670.500000 Penalty: 5116.437500
	Iteration 90Q: 3 clusters Score -3260670 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -3260664.500000 Penalty: 5116.437500
	Iteration 91Q: 3 clusters Score -3260664 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -3260661.000000 Penalty: 5116.437500
	Iteration 92Q: 3 clusters Score -3260661 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -3260665.000000 Penalty: 5116.437500
	Iteration 93Q: 3 clusters Score -3260665 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -3260658.250000 Penalty: 5116.437500
	Iteration 94Q: 3 clusters Score -3260658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -3260673.250000 Penalty: 5116.437500
	Iteration 95Q: 3 clusters Score -3260673 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -3260665.000000 Penalty: 5116.437500
	Iteration 96Q: 3 clusters Score -3260665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -3260658.000000 Penalty: 5116.437500
	Iteration 97Q: 3 clusters Score -3260658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -3260652.750000 Penalty: 5116.437500
	Iteration 98Q: 3 clusters Score -3260653 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -3260661.750000 Penalty: 5116.437500
	Iteration 99Q: 3 clusters Score -3260662 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -3260662.750000 Penalty: 5116.437500
	Iteration 100F: 3 clusters Score -3260663 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -3260660.000000 Penalty: 5116.437500
	Iteration 101Q: 3 clusters Score -3260660 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -3260663.750000 Penalty: 5116.437500
	Iteration 102Q: 3 clusters Score -3260664 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -3260668.250000 Penalty: 5116.437500
	Iteration 103Q: 3 clusters Score -3260668 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -3260664.500000 Penalty: 5116.437500
	Iteration 104Q: 3 clusters Score -3260664 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -3260672.500000 Penalty: 5116.437500
	Iteration 105Q: 3 clusters Score -3260672 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -3260673.500000 Penalty: 5116.437500
	Iteration 106Q: 3 clusters Score -3260674 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -3260680.500000 Penalty: 5116.437500
	Iteration 107Q: 3 clusters Score -3260680 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -3260692.250000 Penalty: 5116.437500
	Iteration 108Q: 3 clusters Score -3260692 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -3260678.250000 Penalty: 5116.437500
	Iteration 109Q: 3 clusters Score -3260678 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -3260679.750000 Penalty: 5116.437500
	Iteration 110Q: 3 clusters Score -3260680 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -3260684.000000 Penalty: 5116.437500
	Iteration 111Q: 3 clusters Score -3260684 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -3260693.500000 Penalty: 5116.437500
	Iteration 112Q: 3 clusters Score -3260694 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -3260701.750000 Penalty: 5116.437500
	Iteration 113Q: 3 clusters Score -3260702 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -3260714.750000 Penalty: 5116.437500
	Iteration 114Q: 3 clusters Score -3260715 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -3260717.500000 Penalty: 5116.437500
	Iteration 115Q: 3 clusters Score -3260718 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -3260731.250000 Penalty: 5116.437500
	Iteration 116Q: 3 clusters Score -3260731 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -3260742.750000 Penalty: 5116.437500
	Iteration 117Q: 3 clusters Score -3260743 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -3260754.000000 Penalty: 5116.437500
	Iteration 118Q: 3 clusters Score -3260754 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -3260776.500000 Penalty: 5116.437500
	Iteration 119Q: 3 clusters Score -3260776 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -3260788.750000 Penalty: 5116.437500
	Iteration 120F: 3 clusters Score -3260789 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -3260799.000000 Penalty: 5116.437500
	Iteration 121Q: 3 clusters Score -3260799 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -3260809.750000 Penalty: 5116.437500
	Iteration 122Q: 3 clusters Score -3260810 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -3260815.000000 Penalty: 5116.437500
	Iteration 123Q: 3 clusters Score -3260815 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -3260824.250000 Penalty: 5116.437500
	Iteration 124Q: 3 clusters Score -3260824 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -3260833.500000 Penalty: 5116.437500
	Iteration 125Q: 3 clusters Score -3260834 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -3260840.250000 Penalty: 5116.437500
	Iteration 126Q: 3 clusters Score -3260840 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -3260854.250000 Penalty: 5116.437500
	Iteration 127Q: 3 clusters Score -3260854 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -3260853.500000 Penalty: 5116.437500
	Iteration 128Q: 3 clusters Score -3260854 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -3260851.750000 Penalty: 5116.437500
	Iteration 129Q: 3 clusters Score -3260852 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -3260851.750000 Penalty: 5116.437500
	Iteration 130Q: 3 clusters Score -3260852 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -3260861.750000 Penalty: 5116.437500
	Iteration 131Q: 3 clusters Score -3260862 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -3260869.750000 Penalty: 5116.437500
	Iteration 132Q: 3 clusters Score -3260870 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -3260872.250000 Penalty: 5116.437500
	Iteration 133Q: 3 clusters Score -3260872 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -3260878.250000 Penalty: 5116.437500
	Iteration 134Q: 3 clusters Score -3260878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -3260878.750000 Penalty: 5116.437500
	Iteration 135Q: 3 clusters Score -3260879 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -3260877.750000 Penalty: 5116.437500
	Iteration 136Q: 3 clusters Score -3260878 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -3260885.250000 Penalty: 5116.437500
	Iteration 137Q: 3 clusters Score -3260885 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -3260880.500000 Penalty: 5116.437500
	Iteration 138Q: 3 clusters Score -3260880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -3260885.000000 Penalty: 5116.437500
	Iteration 139Q: 3 clusters Score -3260885 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -3260891.500000 Penalty: 5116.437500
	Iteration 140F: 3 clusters Score -3260892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -3260890.250000 Penalty: 5116.437500
	Iteration 141Q: 3 clusters Score -3260890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -3260892.000000 Penalty: 5116.437500
	Iteration 142Q: 3 clusters Score -3260892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -3260891.000000 Penalty: 5116.437500
	Iteration 143Q: 3 clusters Score -3260891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -3260890.000000 Penalty: 5116.437500
	Iteration 144Q: 3 clusters Score -3260890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -3260898.250000 Penalty: 5116.437500
	Iteration 145Q: 3 clusters Score -3260898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -3260897.000000 Penalty: 5116.437500
	Iteration 146Q: 3 clusters Score -3260897 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -3260895.750000 Penalty: 5116.437500
	Iteration 147Q: 3 clusters Score -3260896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -3260899.750000 Penalty: 5116.437500
	Iteration 148Q: 3 clusters Score -3260900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -3260906.500000 Penalty: 5116.437500
	Iteration 149Q: 3 clusters Score -3260906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -3260901.750000 Penalty: 5116.437500
	Iteration 150Q: 3 clusters Score -3260902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -3260903.500000 Penalty: 5116.437500
	Iteration 151Q: 3 clusters Score -3260904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -3260899.750000 Penalty: 5116.437500
	Iteration 152Q: 3 clusters Score -3260900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -3260906.000000 Penalty: 5116.437500
	Iteration 153Q: 3 clusters Score -3260906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -3260908.000000 Penalty: 5116.437500
	Iteration 154Q: 3 clusters Score -3260908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -3260915.000000 Penalty: 5116.437500
	Iteration 155Q: 3 clusters Score -3260915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -3260916.000000 Penalty: 5116.437500
	Iteration 156Q: 3 clusters Score -3260916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -3260914.750000 Penalty: 5116.437500
	Iteration 157Q: 3 clusters Score -3260915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -3260918.750000 Penalty: 5116.437500
	Iteration 158Q: 3 clusters Score -3260919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -3260918.250000 Penalty: 5116.437500
	Iteration 159Q: 3 clusters Score -3260918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -3260916.000000 Penalty: 5116.437500
	Iteration 160F: 3 clusters Score -3260916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -3260918.000000 Penalty: 5116.437500
	Iteration 161Q: 3 clusters Score -3260918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -3260918.250000 Penalty: 5116.437500
	Iteration 162Q: 3 clusters Score -3260918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -3260921.000000 Penalty: 5116.437500
	Iteration 163Q: 3 clusters Score -3260921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -3260919.000000 Penalty: 5116.437500
	Iteration 164Q: 3 clusters Score -3260919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -3260915.500000 Penalty: 5116.437500
	Iteration 165Q: 3 clusters Score -3260916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -3260918.500000 Penalty: 5116.437500
	Iteration 166Q: 3 clusters Score -3260918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -3260917.000000 Penalty: 5116.437500
	Iteration 167Q: 3 clusters Score -3260917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -3260918.750000 Penalty: 5116.437500
	Iteration 168Q: 3 clusters Score -3260919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -3260922.250000 Penalty: 5116.437500
	Iteration 169Q: 3 clusters Score -3260922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -3260922.250000 Penalty: 5116.437500
	Iteration 170Q: 3 clusters Score -3260922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -3260917.250000 Penalty: 5116.437500
	Iteration 171Q: 3 clusters Score -3260917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -3260927.000000 Penalty: 5116.437500
	Iteration 172Q: 3 clusters Score -3260927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -3260929.000000 Penalty: 5116.437500
	Iteration 173Q: 3 clusters Score -3260929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -3260925.500000 Penalty: 5116.437500
	Iteration 174Q: 3 clusters Score -3260926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -3260928.000000 Penalty: 5116.437500
	Iteration 175Q: 3 clusters Score -3260928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -3260931.500000 Penalty: 5116.437500
	Iteration 176Q: 3 clusters Score -3260932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -3260933.000000 Penalty: 5116.437500
	Iteration 177Q: 3 clusters Score -3260933 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -3260937.500000 Penalty: 5116.437500
	Iteration 178Q: 3 clusters Score -3260938 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -3260938.500000 Penalty: 5116.437500
	Iteration 179Q: 3 clusters Score -3260938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -3260938.250000 Penalty: 5116.437500
	Iteration 180F: 3 clusters Score -3260938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -3260936.250000 Penalty: 5116.437500
	Iteration 181Q: 3 clusters Score -3260936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -3260933.250000 Penalty: 5116.437500
	Iteration 182Q: 3 clusters Score -3260933 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -3260939.750000 Penalty: 5116.437500
	Iteration 183Q: 3 clusters Score -3260940 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -3260931.750000 Penalty: 5116.437500
	Iteration 184Q: 3 clusters Score -3260932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -3260939.000000 Penalty: 5116.437500
	Iteration 185Q: 3 clusters Score -3260939 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -3260942.250000 Penalty: 5116.437500
	Iteration 186Q: 3 clusters Score -3260942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -3260941.500000 Penalty: 5116.437500
	Iteration 187Q: 3 clusters Score -3260942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -3260934.500000 Penalty: 5116.437500
	Iteration 188Q: 3 clusters Score -3260934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -3260937.000000 Penalty: 5116.437500
	Iteration 189Q: 3 clusters Score -3260937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -3260931.500000 Penalty: 5116.437500
	Iteration 190Q: 3 clusters Score -3260932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -3260936.500000 Penalty: 5116.437500
	Iteration 191Q: 3 clusters Score -3260936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -3260938.750000 Penalty: 5116.437500
	Iteration 192Q: 3 clusters Score -3260939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -3260934.500000 Penalty: 5116.437500
	Iteration 193Q: 3 clusters Score -3260934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -3260936.000000 Penalty: 5116.437500
	Iteration 194Q: 3 clusters Score -3260936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -3260933.500000 Penalty: 5116.437500
	Iteration 195Q: 3 clusters Score -3260934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -3260936.250000 Penalty: 5116.437500
	Iteration 196Q: 3 clusters Score -3260936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -3260938.750000 Penalty: 5116.437500
	Iteration 197Q: 3 clusters Score -3260939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -3260938.750000 Penalty: 5116.437500
	Iteration 198F: 3 clusters Score -3260939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (12060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Entering Unmasked Estep 
Score: -1113638.250000 Penalty: 2330.617188
	Iteration 0F: 2 clusters Score -1113638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1104633.875000 Penalty: 4661.234375
	Iteration 0F: 3 clusters Score -1104634 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1107499.000000 Penalty: 4661.234375
	Iteration 1F: 3 clusters Score -1107499 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1107965.500000 Penalty: 4661.234375
	Iteration 2F: 3 clusters Score -1107966 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1108434.875000 Penalty: 4661.234375
	Iteration 3F: 3 clusters Score -1108435 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1108930.375000 Penalty: 4661.234375
	Iteration 4F: 3 clusters Score -1108930 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1109400.125000 Penalty: 4661.234375
	Iteration 5F: 3 clusters Score -1109400 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1109796.000000 Penalty: 4661.234375
	Iteration 6F: 3 clusters Score -1109796 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1110173.625000 Penalty: 4661.234375
	Iteration 7Q: 3 clusters Score -1110174 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1110491.250000 Penalty: 4661.234375
	Iteration 8Q: 3 clusters Score -1110491 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1110799.500000 Penalty: 4661.234375
	Iteration 9Q: 3 clusters Score -1110800 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1111046.500000 Penalty: 4661.234375
	Iteration 10Q: 3 clusters Score -1111046 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1111218.875000 Penalty: 4661.234375
	Iteration 11Q: 3 clusters Score -1111219 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1111365.500000 Penalty: 4661.234375
	Iteration 12Q: 3 clusters Score -1111366 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1111485.625000 Penalty: 4661.234375
	Iteration 13Q: 3 clusters Score -1111486 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1111574.375000 Penalty: 4661.234375
	Iteration 14Q: 3 clusters Score -1111574 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1111656.625000 Penalty: 4661.234375
	Iteration 15Q: 3 clusters Score -1111657 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1111726.375000 Penalty: 4661.234375
	Iteration 16Q: 3 clusters Score -1111726 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1111787.375000 Penalty: 4661.234375
	Iteration 17Q: 3 clusters Score -1111787 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1111837.625000 Penalty: 4661.234375
	Iteration 18Q: 3 clusters Score -1111838 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1111869.500000 Penalty: 4661.234375
	Iteration 19Q: 3 clusters Score -1111870 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1111900.000000 Penalty: 4661.234375
	Iteration 20F: 3 clusters Score -1111900 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1111918.875000 Penalty: 4661.234375
	Iteration 21Q: 3 clusters Score -1111919 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1111934.625000 Penalty: 4661.234375
	Iteration 22Q: 3 clusters Score -1111935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1111948.875000 Penalty: 4661.234375
	Iteration 23Q: 3 clusters Score -1111949 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1111969.000000 Penalty: 4661.234375
	Iteration 24Q: 3 clusters Score -1111969 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1111987.625000 Penalty: 4661.234375
	Iteration 25Q: 3 clusters Score -1111988 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1112001.125000 Penalty: 4661.234375
	Iteration 26Q: 3 clusters Score -1112001 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1112009.500000 Penalty: 4661.234375
	Iteration 27Q: 3 clusters Score -1112010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1112021.625000 Penalty: 4661.234375
	Iteration 28Q: 3 clusters Score -1112022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1112024.500000 Penalty: 4661.234375
	Iteration 29Q: 3 clusters Score -1112024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1112033.625000 Penalty: 4661.234375
	Iteration 30Q: 3 clusters Score -1112034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1112036.625000 Penalty: 4661.234375
	Iteration 31Q: 3 clusters Score -1112037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1112037.250000 Penalty: 4661.234375
	Iteration 32Q: 3 clusters Score -1112037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1112043.125000 Penalty: 4661.234375
	Iteration 33Q: 3 clusters Score -1112043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1112047.375000 Penalty: 4661.234375
	Iteration 34Q: 3 clusters Score -1112047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1112047.625000 Penalty: 4661.234375
	Iteration 35Q: 3 clusters Score -1112048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1112047.625000 Penalty: 4661.234375
	Iteration 36F: 3 clusters Score -1112048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (3517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Entering Unmasked Estep 
Score: -303681.375000 Penalty: 2025.010132
	Iteration 0F: 2 clusters Score -303681.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -300222.937500 Penalty: 4050.020264
	Iteration 0F: 3 clusters Score -300222.9 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -301291.468750 Penalty: 4050.020264
	Iteration 1F: 3 clusters Score -301291.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -301677.812500 Penalty: 4050.020264
	Iteration 2F: 3 clusters Score -301677.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -302024.468750 Penalty: 4050.020264
	Iteration 3F: 3 clusters Score -302024.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -302331.281250 Penalty: 4050.020264
	Iteration 4F: 3 clusters Score -302331.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -302594.812500 Penalty: 4050.020264
	Iteration 5F: 3 clusters Score -302594.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -302813.812500 Penalty: 4050.020264
	Iteration 6Q: 3 clusters Score -302813.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -302962.812500 Penalty: 4050.020264
	Iteration 7Q: 3 clusters Score -302962.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -303048.625000 Penalty: 4050.020264
	Iteration 8Q: 3 clusters Score -303048.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -303097.125000 Penalty: 4050.020264
	Iteration 9Q: 3 clusters Score -303097.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -303142.281250 Penalty: 4050.020264
	Iteration 10Q: 3 clusters Score -303142.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -303170.687500 Penalty: 4050.020264
	Iteration 11Q: 3 clusters Score -303170.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -303194.406250 Penalty: 4050.020264
	Iteration 12Q: 3 clusters Score -303194.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -303219.187500 Penalty: 4050.020264
	Iteration 13Q: 3 clusters Score -303219.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -303232.625000 Penalty: 4050.020264
	Iteration 14Q: 3 clusters Score -303232.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -303241.906250 Penalty: 4050.020264
	Iteration 15Q: 3 clusters Score -303241.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -303253.968750 Penalty: 4050.020264
	Iteration 16Q: 3 clusters Score -303254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -303262.625000 Penalty: 4050.020264
	Iteration 17Q: 3 clusters Score -303262.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -303267.312500 Penalty: 4050.020264
	Iteration 18Q: 3 clusters Score -303267.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -303279.093750 Penalty: 4050.020264
	Iteration 19Q: 3 clusters Score -303279.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -303293.437500 Penalty: 4050.020264
	Iteration 20F: 3 clusters Score -303293.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -303304.937500 Penalty: 4050.020264
	Iteration 21Q: 3 clusters Score -303304.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -303317.093750 Penalty: 4050.020264
	Iteration 22Q: 3 clusters Score -303317.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -303325.093750 Penalty: 4050.020264
	Iteration 23Q: 3 clusters Score -303325.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -303332.250000 Penalty: 4050.020264
	Iteration 24Q: 3 clusters Score -303332.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -303341.906250 Penalty: 4050.020264
	Iteration 25Q: 3 clusters Score -303341.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -303345.312500 Penalty: 4050.020264
	Iteration 26Q: 3 clusters Score -303345.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -303347.250000 Penalty: 4050.020264
	Iteration 27Q: 3 clusters Score -303347.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -303348.968750 Penalty: 4050.020264
	Iteration 28Q: 3 clusters Score -303349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -303350.031250 Penalty: 4050.020264
	Iteration 29Q: 3 clusters Score -303350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -303350.718750 Penalty: 4050.020264
	Iteration 30Q: 3 clusters Score -303350.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -303350.718750 Penalty: 4050.020264
	Iteration 31F: 3 clusters Score -303350.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Entering Unmasked Estep 
Score: -219874.453125 Penalty: 1892.474731
	Iteration 0F: 2 clusters Score -219874.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -217202.484375 Penalty: 3784.949463
	Iteration 0F: 3 clusters Score -217202.5 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -217632.687500 Penalty: 3784.949463
	Iteration 1F: 3 clusters Score -217632.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -217777.359375 Penalty: 3784.949463
	Iteration 2F: 3 clusters Score -217777.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -217867.343750 Penalty: 3784.949463
	Iteration 3Q: 3 clusters Score -217867.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -217920.609375 Penalty: 3784.949463
	Iteration 4Q: 3 clusters Score -217920.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -217945.937500 Penalty: 3784.949463
	Iteration 5Q: 3 clusters Score -217945.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -217965.953125 Penalty: 3784.949463
	Iteration 6Q: 3 clusters Score -217966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -217976.921875 Penalty: 3784.949463
	Iteration 7Q: 3 clusters Score -217976.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -217987.750000 Penalty: 3784.949463
	Iteration 8Q: 3 clusters Score -217987.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -217993.218750 Penalty: 3784.949463
	Iteration 9Q: 3 clusters Score -217993.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -218001.125000 Penalty: 3784.949463
	Iteration 10Q: 3 clusters Score -218001.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -218005.062500 Penalty: 3784.949463
	Iteration 11Q: 3 clusters Score -218005.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -218006.171875 Penalty: 3784.949463
	Iteration 12Q: 3 clusters Score -218006.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -218007.734375 Penalty: 3784.949463
	Iteration 13Q: 3 clusters Score -218007.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -218009.921875 Penalty: 3784.949463
	Iteration 14Q: 3 clusters Score -218009.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -218011.859375 Penalty: 3784.949463
	Iteration 15Q: 3 clusters Score -218011.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -218011.859375 Penalty: 3784.949463
	Iteration 16F: 3 clusters Score -218011.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Entering Unmasked Estep 
Score: -172898.000000 Penalty: 1835.959106
	Iteration 0F: 2 clusters Score -172898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -170527.593750 Penalty: 3671.918213
	Iteration 0F: 3 clusters Score -170527.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -170895.953125 Penalty: 3671.918213
	Iteration 1F: 3 clusters Score -170896 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -171016.609375 Penalty: 3671.918213
	Iteration 2F: 3 clusters Score -171016.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -171070.531250 Penalty: 3671.918213
	Iteration 3Q: 3 clusters Score -171070.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -171109.609375 Penalty: 3671.918213
	Iteration 4Q: 3 clusters Score -171109.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -171142.593750 Penalty: 3671.918213
	Iteration 5Q: 3 clusters Score -171142.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -171181.875000 Penalty: 3671.918213
	Iteration 6Q: 3 clusters Score -171181.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -171212.859375 Penalty: 3671.918213
	Iteration 7Q: 3 clusters Score -171212.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -171240.312500 Penalty: 3671.918213
	Iteration 8Q: 3 clusters Score -171240.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -171290.562500 Penalty: 3671.918213
	Iteration 9Q: 3 clusters Score -171290.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -171362.328125 Penalty: 3671.918213
	Iteration 10Q: 3 clusters Score -171362.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -171453.375000 Penalty: 3671.918213
	Iteration 11Q: 3 clusters Score -171453.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -171535.171875 Penalty: 3671.918213
	Iteration 12Q: 3 clusters Score -171535.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -171620.593750 Penalty: 3671.918213
	Iteration 13Q: 3 clusters Score -171620.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -171691.359375 Penalty: 3671.918213
	Iteration 14Q: 3 clusters Score -171691.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -171742.093750 Penalty: 3671.918213
	Iteration 15Q: 3 clusters Score -171742.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -171796.375000 Penalty: 3671.918213
	Iteration 16Q: 3 clusters Score -171796.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -171838.875000 Penalty: 3671.918213
	Iteration 17Q: 3 clusters Score -171838.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -171872.062500 Penalty: 3671.918213
	Iteration 18Q: 3 clusters Score -171872.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -171893.593750 Penalty: 3671.918213
	Iteration 19Q: 3 clusters Score -171893.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -171912.515625 Penalty: 3671.918213
	Iteration 20F: 3 clusters Score -171912.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -171919.171875 Penalty: 3671.918213
	Iteration 21Q: 3 clusters Score -171919.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -171920.187500 Penalty: 3671.918213
	Iteration 22Q: 3 clusters Score -171920.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -171920.875000 Penalty: 3671.918213
	Iteration 23Q: 3 clusters Score -171920.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -171920.875000 Penalty: 3671.918213
	Iteration 24F: 3 clusters Score -171920.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (1094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Entering Unmasked Estep 
Score: -110945.117188 Penalty: 1735.403809
	Iteration 0F: 2 clusters Score -110945.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -108926.843750 Penalty: 3470.807617
	Iteration 0F: 3 clusters Score -108926.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -109322.328125 Penalty: 3470.807617
	Iteration 1F: 3 clusters Score -109322.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -109544.703125 Penalty: 3470.807617
	Iteration 2F: 3 clusters Score -109544.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -109685.117188 Penalty: 3470.807617
	Iteration 3F: 3 clusters Score -109685.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -109750.820312 Penalty: 3470.807617
	Iteration 4Q: 3 clusters Score -109750.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -109778.484375 Penalty: 3470.807617
	Iteration 5Q: 3 clusters Score -109778.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -109811.289062 Penalty: 3470.807617
	Iteration 6Q: 3 clusters Score -109811.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -109849.765625 Penalty: 3470.807617
	Iteration 7Q: 3 clusters Score -109849.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -109921.101562 Penalty: 3470.807617
	Iteration 8Q: 3 clusters Score -109921.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -109942.765625 Penalty: 3470.807617
	Iteration 9Q: 3 clusters Score -109942.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -109958.046875 Penalty: 3470.807617
	Iteration 10Q: 3 clusters Score -109958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -109968.468750 Penalty: 3470.807617
	Iteration 11Q: 3 clusters Score -109968.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -109986.125000 Penalty: 3470.807617
	Iteration 12Q: 3 clusters Score -109986.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -109998.890625 Penalty: 3470.807617
	Iteration 13Q: 3 clusters Score -109998.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -110008.101562 Penalty: 3470.807617
	Iteration 14Q: 3 clusters Score -110008.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -110013.828125 Penalty: 3470.807617
	Iteration 15Q: 3 clusters Score -110013.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -110020.101562 Penalty: 3470.807617
	Iteration 16Q: 3 clusters Score -110020.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -110033.585938 Penalty: 3470.807617
	Iteration 17Q: 3 clusters Score -110033.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -110046.046875 Penalty: 3470.807617
	Iteration 18Q: 3 clusters Score -110046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -110049.835938 Penalty: 3470.807617
	Iteration 19Q: 3 clusters Score -110049.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -110052.171875 Penalty: 3470.807617
	Iteration 20F: 3 clusters Score -110052.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -110056.414062 Penalty: 3470.807617
	Iteration 21Q: 3 clusters Score -110056.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -110059.265625 Penalty: 3470.807617
	Iteration 22Q: 3 clusters Score -110059.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -110064.226562 Penalty: 3470.807617
	Iteration 23Q: 3 clusters Score -110064.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -110067.718750 Penalty: 3470.807617
	Iteration 24Q: 3 clusters Score -110067.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -110071.820312 Penalty: 3470.807617
	Iteration 25Q: 3 clusters Score -110071.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -110073.476562 Penalty: 3470.807617
	Iteration 26Q: 3 clusters Score -110073.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -110073.476562 Penalty: 3470.807617
	Iteration 27F: 3 clusters Score -110073.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 18968 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 102121 members 
Mstep: Class 5 contains 36152 members 
Mstep: Class 6 contains 13748 members 
Mstep: Class 7 contains 7598 members 
Mstep: Class 8 contains 183842 members 
Mstep: Class 9 contains 15349 members 
Mstep: Class 10 contains 7194 members 
Mstep: Class 11 contains 17611 members 
Mstep: Class 12 contains 6975 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75157 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13599 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37657 members 
Mstep: Class 20 contains 2028 members 
Mstep: Class 21 contains 138100 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13083 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8136 members 
Mstep: Class 26 contains 3974 members 
Mstep: Class 27 contains 4258 members 
Mstep: Class 28 contains 25379 members 
Mstep: Class 29 contains 5760 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20384 members 
Mstep: Class 32 contains 3263 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145133 members 
Mstep: Class 35 contains 25964 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 35194 members 
Mstep: Class 38 contains 27253 members 
Mstep: Class 39 contains 3261 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5801 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8730 members 
Mstep: Class 46 contains 16191 members 
Mstep: Class 47 contains 30194 members 
Mstep: Class 48 contains 12060 members 
Mstep: Class 49 contains 3517 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115173600.000000 Penalty: 179445.484375
Iteration 199Q: 53 clusters Score -1.151736e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 19021 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 102111 members 
Mstep: Class 5 contains 36169 members 
Mstep: Class 6 contains 13750 members 
Mstep: Class 7 contains 7598 members 
Mstep: Class 8 contains 183824 members 
Mstep: Class 9 contains 15349 members 
Mstep: Class 10 contains 7194 members 
Mstep: Class 11 contains 17616 members 
Mstep: Class 12 contains 6976 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75155 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13602 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37659 members 
Mstep: Class 20 contains 2028 members 
Mstep: Class 21 contains 138114 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13084 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8135 members 
Mstep: Class 26 contains 3975 members 
Mstep: Class 27 contains 4259 members 
Mstep: Class 28 contains 25380 members 
Mstep: Class 29 contains 5759 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20387 members 
Mstep: Class 32 contains 3263 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145129 members 
Mstep: Class 35 contains 25966 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 35124 members 
Mstep: Class 38 contains 27257 members 
Mstep: Class 39 contains 3262 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5801 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8730 members 
Mstep: Class 46 contains 16183 members 
Mstep: Class 47 contains 30195 members 
Mstep: Class 48 contains 12064 members 
Mstep: Class 49 contains 3515 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115173872.000000 Penalty: 179445.484375
Iteration 200F: 53 clusters Score -1.151739e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 19087 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 102104 members 
Mstep: Class 5 contains 36196 members 
Mstep: Class 6 contains 13751 members 
Mstep: Class 7 contains 7597 members 
Mstep: Class 8 contains 183813 members 
Mstep: Class 9 contains 15351 members 
Mstep: Class 10 contains 7193 members 
Mstep: Class 11 contains 17619 members 
Mstep: Class 12 contains 6973 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75155 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13606 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37660 members 
Mstep: Class 20 contains 2029 members 
Mstep: Class 21 contains 138144 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13084 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8134 members 
Mstep: Class 26 contains 3976 members 
Mstep: Class 27 contains 4260 members 
Mstep: Class 28 contains 25379 members 
Mstep: Class 29 contains 5759 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20387 members 
Mstep: Class 32 contains 3263 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145118 members 
Mstep: Class 35 contains 25966 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 35026 members 
Mstep: Class 38 contains 27258 members 
Mstep: Class 39 contains 3264 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5801 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8731 members 
Mstep: Class 46 contains 16175 members 
Mstep: Class 47 contains 30196 members 
Mstep: Class 48 contains 12065 members 
Mstep: Class 49 contains 3514 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115173888.000000 Penalty: 179445.484375
Iteration 201Q: 53 clusters Score -1.151739e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 19145 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 102101 members 
Mstep: Class 5 contains 36214 members 
Mstep: Class 6 contains 13752 members 
Mstep: Class 7 contains 7597 members 
Mstep: Class 8 contains 183793 members 
Mstep: Class 9 contains 15352 members 
Mstep: Class 10 contains 7194 members 
Mstep: Class 11 contains 17619 members 
Mstep: Class 12 contains 6975 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75153 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13605 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37660 members 
Mstep: Class 20 contains 2029 members 
Mstep: Class 21 contains 138162 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13084 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8135 members 
Mstep: Class 26 contains 3976 members 
Mstep: Class 27 contains 4264 members 
Mstep: Class 28 contains 25381 members 
Mstep: Class 29 contains 5759 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20387 members 
Mstep: Class 32 contains 3263 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145111 members 
Mstep: Class 35 contains 25969 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 34959 members 
Mstep: Class 38 contains 27255 members 
Mstep: Class 39 contains 3265 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5801 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8731 members 
Mstep: Class 46 contains 16172 members 
Mstep: Class 47 contains 30194 members 
Mstep: Class 48 contains 12067 members 
Mstep: Class 49 contains 3510 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115173864.000000 Penalty: 179445.484375
Iteration 202Q: 53 clusters Score -1.151739e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 19189 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 102089 members 
Mstep: Class 5 contains 36236 members 
Mstep: Class 6 contains 13749 members 
Mstep: Class 7 contains 7597 members 
Mstep: Class 8 contains 183784 members 
Mstep: Class 9 contains 15354 members 
Mstep: Class 10 contains 7193 members 
Mstep: Class 11 contains 17628 members 
Mstep: Class 12 contains 6976 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75150 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13606 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37662 members 
Mstep: Class 20 contains 2029 members 
Mstep: Class 21 contains 138163 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13084 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8135 members 
Mstep: Class 26 contains 3976 members 
Mstep: Class 27 contains 4268 members 
Mstep: Class 28 contains 25382 members 
Mstep: Class 29 contains 5759 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20389 members 
Mstep: Class 32 contains 3263 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145108 members 
Mstep: Class 35 contains 25973 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 34903 members 
Mstep: Class 38 contains 27256 members 
Mstep: Class 39 contains 3266 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5801 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8731 members 
Mstep: Class 46 contains 16168 members 
Mstep: Class 47 contains 30192 members 
Mstep: Class 48 contains 12066 members 
Mstep: Class 49 contains 3509 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115173904.000000 Penalty: 179445.484375
Iteration 203Q: 53 clusters Score -1.151739e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 19234 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 102080 members 
Mstep: Class 5 contains 36252 members 
Mstep: Class 6 contains 13748 members 
Mstep: Class 7 contains 7597 members 
Mstep: Class 8 contains 183777 members 
Mstep: Class 9 contains 15353 members 
Mstep: Class 10 contains 7195 members 
Mstep: Class 11 contains 17636 members 
Mstep: Class 12 contains 6975 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75150 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13605 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37661 members 
Mstep: Class 20 contains 2029 members 
Mstep: Class 21 contains 138165 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13085 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8135 members 
Mstep: Class 26 contains 3976 members 
Mstep: Class 27 contains 4267 members 
Mstep: Class 28 contains 25386 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20392 members 
Mstep: Class 32 contains 3263 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145109 members 
Mstep: Class 35 contains 25980 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 34833 members 
Mstep: Class 38 contains 27258 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5801 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8731 members 
Mstep: Class 46 contains 16166 members 
Mstep: Class 47 contains 30192 members 
Mstep: Class 48 contains 12069 members 
Mstep: Class 49 contains 3509 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115173736.000000 Penalty: 179445.484375
Iteration 204Q: 53 clusters Score -1.151737e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 19294 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 102077 members 
Mstep: Class 5 contains 36263 members 
Mstep: Class 6 contains 13748 members 
Mstep: Class 7 contains 7597 members 
Mstep: Class 8 contains 183769 members 
Mstep: Class 9 contains 15355 members 
Mstep: Class 10 contains 7195 members 
Mstep: Class 11 contains 17641 members 
Mstep: Class 12 contains 6975 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75147 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13609 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37662 members 
Mstep: Class 20 contains 2029 members 
Mstep: Class 21 contains 138153 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13086 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8136 members 
Mstep: Class 26 contains 3976 members 
Mstep: Class 27 contains 4266 members 
Mstep: Class 28 contains 25390 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20397 members 
Mstep: Class 32 contains 3263 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145111 members 
Mstep: Class 35 contains 25985 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 34753 members 
Mstep: Class 38 contains 27257 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5801 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8733 members 
Mstep: Class 46 contains 16165 members 
Mstep: Class 47 contains 30192 members 
Mstep: Class 48 contains 12074 members 
Mstep: Class 49 contains 3510 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115173840.000000 Penalty: 179445.484375
Iteration 205Q: 53 clusters Score -1.151738e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 19347 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 102072 members 
Mstep: Class 5 contains 36276 members 
Mstep: Class 6 contains 13750 members 
Mstep: Class 7 contains 7597 members 
Mstep: Class 8 contains 183762 members 
Mstep: Class 9 contains 15356 members 
Mstep: Class 10 contains 7195 members 
Mstep: Class 11 contains 17643 members 
Mstep: Class 12 contains 6973 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75147 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13612 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37667 members 
Mstep: Class 20 contains 2029 members 
Mstep: Class 21 contains 138159 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13089 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8136 members 
Mstep: Class 26 contains 3976 members 
Mstep: Class 27 contains 4264 members 
Mstep: Class 28 contains 25392 members 
Mstep: Class 29 contains 5759 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20400 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145111 members 
Mstep: Class 35 contains 25995 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 34659 members 
Mstep: Class 38 contains 27259 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5801 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8733 members 
Mstep: Class 46 contains 16164 members 
Mstep: Class 47 contains 30190 members 
Mstep: Class 48 contains 12080 members 
Mstep: Class 49 contains 3510 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115173864.000000 Penalty: 179445.484375
Iteration 206Q: 53 clusters Score -1.151739e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 19397 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 102058 members 
Mstep: Class 5 contains 36299 members 
Mstep: Class 6 contains 13748 members 
Mstep: Class 7 contains 7597 members 
Mstep: Class 8 contains 183751 members 
Mstep: Class 9 contains 15359 members 
Mstep: Class 10 contains 7195 members 
Mstep: Class 11 contains 17649 members 
Mstep: Class 12 contains 6975 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75147 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13613 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37666 members 
Mstep: Class 20 contains 2029 members 
Mstep: Class 21 contains 138180 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13089 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8136 members 
Mstep: Class 26 contains 3976 members 
Mstep: Class 27 contains 4262 members 
Mstep: Class 28 contains 25396 members 
Mstep: Class 29 contains 5759 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20401 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145102 members 
Mstep: Class 35 contains 26003 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 34581 members 
Mstep: Class 38 contains 27260 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5801 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8733 members 
Mstep: Class 46 contains 16164 members 
Mstep: Class 47 contains 30191 members 
Mstep: Class 48 contains 12075 members 
Mstep: Class 49 contains 3511 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115173896.000000 Penalty: 179445.484375
Iteration 207Q: 53 clusters Score -1.151739e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 19448 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 102046 members 
Mstep: Class 5 contains 36318 members 
Mstep: Class 6 contains 13750 members 
Mstep: Class 7 contains 7597 members 
Mstep: Class 8 contains 183746 members 
Mstep: Class 9 contains 15364 members 
Mstep: Class 10 contains 7195 members 
Mstep: Class 11 contains 17654 members 
Mstep: Class 12 contains 6977 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75147 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13606 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37674 members 
Mstep: Class 20 contains 2029 members 
Mstep: Class 21 contains 138194 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13092 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8135 members 
Mstep: Class 26 contains 3976 members 
Mstep: Class 27 contains 4263 members 
Mstep: Class 28 contains 25399 members 
Mstep: Class 29 contains 5759 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20401 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145102 members 
Mstep: Class 35 contains 26008 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 34488 members 
Mstep: Class 38 contains 27259 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5801 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8734 members 
Mstep: Class 46 contains 16164 members 
Mstep: Class 47 contains 30192 members 
Mstep: Class 48 contains 12074 members 
Mstep: Class 49 contains 3511 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115173856.000000 Penalty: 179445.484375
Iteration 208Q: 53 clusters Score -1.151739e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 19505 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 102037 members 
Mstep: Class 5 contains 36347 members 
Mstep: Class 6 contains 13749 members 
Mstep: Class 7 contains 7597 members 
Mstep: Class 8 contains 183738 members 
Mstep: Class 9 contains 15367 members 
Mstep: Class 10 contains 7195 members 
Mstep: Class 11 contains 17662 members 
Mstep: Class 12 contains 6975 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75148 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13598 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37679 members 
Mstep: Class 20 contains 2029 members 
Mstep: Class 21 contains 138222 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13093 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8135 members 
Mstep: Class 26 contains 3976 members 
Mstep: Class 27 contains 4264 members 
Mstep: Class 28 contains 25403 members 
Mstep: Class 29 contains 5759 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20405 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145091 members 
Mstep: Class 35 contains 26016 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 34375 members 
Mstep: Class 38 contains 27260 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5801 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8734 members 
Mstep: Class 46 contains 16164 members 
Mstep: Class 47 contains 30191 members 
Mstep: Class 48 contains 12077 members 
Mstep: Class 49 contains 3511 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115174008.000000 Penalty: 179445.484375
Iteration 209Q: 53 clusters Score -1.15174e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 19565 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 102025 members 
Mstep: Class 5 contains 36376 members 
Mstep: Class 6 contains 13750 members 
Mstep: Class 7 contains 7597 members 
Mstep: Class 8 contains 183716 members 
Mstep: Class 9 contains 15370 members 
Mstep: Class 10 contains 7194 members 
Mstep: Class 11 contains 17672 members 
Mstep: Class 12 contains 6977 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75147 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13593 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37678 members 
Mstep: Class 20 contains 2029 members 
Mstep: Class 21 contains 138252 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13096 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8135 members 
Mstep: Class 26 contains 3976 members 
Mstep: Class 27 contains 4265 members 
Mstep: Class 28 contains 25404 members 
Mstep: Class 29 contains 5759 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20405 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145089 members 
Mstep: Class 35 contains 26025 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 34273 members 
Mstep: Class 38 contains 27261 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5801 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8734 members 
Mstep: Class 46 contains 16163 members 
Mstep: Class 47 contains 30189 members 
Mstep: Class 48 contains 12076 members 
Mstep: Class 49 contains 3511 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115174168.000000 Penalty: 179445.484375
Iteration 210Q: 53 clusters Score -1.151742e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 19626 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 102021 members 
Mstep: Class 5 contains 36411 members 
Mstep: Class 6 contains 13749 members 
Mstep: Class 7 contains 7597 members 
Mstep: Class 8 contains 183705 members 
Mstep: Class 9 contains 15375 members 
Mstep: Class 10 contains 7195 members 
Mstep: Class 11 contains 17678 members 
Mstep: Class 12 contains 6976 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75145 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13585 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37677 members 
Mstep: Class 20 contains 2029 members 
Mstep: Class 21 contains 138300 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13099 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8134 members 
Mstep: Class 26 contains 3976 members 
Mstep: Class 27 contains 4266 members 
Mstep: Class 28 contains 25405 members 
Mstep: Class 29 contains 5759 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20407 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145075 members 
Mstep: Class 35 contains 26032 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 34154 members 
Mstep: Class 38 contains 27260 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5801 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8734 members 
Mstep: Class 46 contains 16163 members 
Mstep: Class 47 contains 30185 members 
Mstep: Class 48 contains 12073 members 
Mstep: Class 49 contains 3511 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115174192.000000 Penalty: 179445.484375
Iteration 211Q: 53 clusters Score -1.151742e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 19698 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 102005 members 
Mstep: Class 5 contains 36451 members 
Mstep: Class 6 contains 13749 members 
Mstep: Class 7 contains 7597 members 
Mstep: Class 8 contains 183696 members 
Mstep: Class 9 contains 15380 members 
Mstep: Class 10 contains 7196 members 
Mstep: Class 11 contains 17686 members 
Mstep: Class 12 contains 6975 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75146 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13577 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37681 members 
Mstep: Class 20 contains 2029 members 
Mstep: Class 21 contains 138342 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13103 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8133 members 
Mstep: Class 26 contains 3976 members 
Mstep: Class 27 contains 4265 members 
Mstep: Class 28 contains 25408 members 
Mstep: Class 29 contains 5759 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20408 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145054 members 
Mstep: Class 35 contains 26033 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 34044 members 
Mstep: Class 38 contains 27261 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5801 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8734 members 
Mstep: Class 46 contains 16161 members 
Mstep: Class 47 contains 30180 members 
Mstep: Class 48 contains 12064 members 
Mstep: Class 49 contains 3511 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115174128.000000 Penalty: 179445.484375
Iteration 212Q: 53 clusters Score -1.151741e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 19783 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101993 members 
Mstep: Class 5 contains 36492 members 
Mstep: Class 6 contains 13749 members 
Mstep: Class 7 contains 7597 members 
Mstep: Class 8 contains 183694 members 
Mstep: Class 9 contains 15380 members 
Mstep: Class 10 contains 7198 members 
Mstep: Class 11 contains 17699 members 
Mstep: Class 12 contains 6977 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75146 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13574 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37680 members 
Mstep: Class 20 contains 2030 members 
Mstep: Class 21 contains 138344 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13104 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8132 members 
Mstep: Class 26 contains 3976 members 
Mstep: Class 27 contains 4266 members 
Mstep: Class 28 contains 25408 members 
Mstep: Class 29 contains 5760 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20410 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145043 members 
Mstep: Class 35 contains 26025 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 33926 members 
Mstep: Class 38 contains 27260 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5801 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8734 members 
Mstep: Class 46 contains 16161 members 
Mstep: Class 47 contains 30181 members 
Mstep: Class 48 contains 12069 members 
Mstep: Class 49 contains 3511 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115174184.000000 Penalty: 179445.484375
Iteration 213Q: 53 clusters Score -1.151742e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 19856 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101973 members 
Mstep: Class 5 contains 36532 members 
Mstep: Class 6 contains 13748 members 
Mstep: Class 7 contains 7597 members 
Mstep: Class 8 contains 183701 members 
Mstep: Class 9 contains 15383 members 
Mstep: Class 10 contains 7198 members 
Mstep: Class 11 contains 17703 members 
Mstep: Class 12 contains 6981 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75144 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13572 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37679 members 
Mstep: Class 20 contains 2031 members 
Mstep: Class 21 contains 138354 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13104 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8132 members 
Mstep: Class 26 contains 3976 members 
Mstep: Class 27 contains 4266 members 
Mstep: Class 28 contains 25403 members 
Mstep: Class 29 contains 5761 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20413 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145032 members 
Mstep: Class 35 contains 26030 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 33830 members 
Mstep: Class 38 contains 27258 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5801 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8733 members 
Mstep: Class 46 contains 16162 members 
Mstep: Class 47 contains 30180 members 
Mstep: Class 48 contains 12059 members 
Mstep: Class 49 contains 3511 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115174144.000000 Penalty: 179445.484375
Iteration 214Q: 53 clusters Score -1.151741e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 19939 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101956 members 
Mstep: Class 5 contains 36572 members 
Mstep: Class 6 contains 13747 members 
Mstep: Class 7 contains 7597 members 
Mstep: Class 8 contains 183707 members 
Mstep: Class 9 contains 15385 members 
Mstep: Class 10 contains 7198 members 
Mstep: Class 11 contains 17709 members 
Mstep: Class 12 contains 6981 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75142 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13562 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37681 members 
Mstep: Class 20 contains 2031 members 
Mstep: Class 21 contains 138381 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13105 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3976 members 
Mstep: Class 27 contains 4267 members 
Mstep: Class 28 contains 25405 members 
Mstep: Class 29 contains 5760 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20414 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145022 members 
Mstep: Class 35 contains 26036 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 33706 members 
Mstep: Class 38 contains 27261 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5801 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8733 members 
Mstep: Class 46 contains 16161 members 
Mstep: Class 47 contains 30178 members 
Mstep: Class 48 contains 12049 members 
Mstep: Class 49 contains 3510 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115174184.000000 Penalty: 179445.484375
Iteration 215Q: 53 clusters Score -1.151742e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 20023 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101943 members 
Mstep: Class 5 contains 36613 members 
Mstep: Class 6 contains 13748 members 
Mstep: Class 7 contains 7597 members 
Mstep: Class 8 contains 183693 members 
Mstep: Class 9 contains 15387 members 
Mstep: Class 10 contains 7197 members 
Mstep: Class 11 contains 17712 members 
Mstep: Class 12 contains 6980 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75141 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13557 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37680 members 
Mstep: Class 20 contains 2031 members 
Mstep: Class 21 contains 138427 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13110 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3976 members 
Mstep: Class 27 contains 4265 members 
Mstep: Class 28 contains 25404 members 
Mstep: Class 29 contains 5761 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20418 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145020 members 
Mstep: Class 35 contains 26041 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 33569 members 
Mstep: Class 38 contains 27264 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5801 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8732 members 
Mstep: Class 46 contains 16158 members 
Mstep: Class 47 contains 30174 members 
Mstep: Class 48 contains 12040 members 
Mstep: Class 49 contains 3510 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115174440.000000 Penalty: 179445.484375
Iteration 216Q: 53 clusters Score -1.151744e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 20116 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101924 members 
Mstep: Class 5 contains 36674 members 
Mstep: Class 6 contains 13749 members 
Mstep: Class 7 contains 7597 members 
Mstep: Class 8 contains 183689 members 
Mstep: Class 9 contains 15391 members 
Mstep: Class 10 contains 7197 members 
Mstep: Class 11 contains 17719 members 
Mstep: Class 12 contains 6982 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75140 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13547 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37679 members 
Mstep: Class 20 contains 2032 members 
Mstep: Class 21 contains 138429 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13114 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3976 members 
Mstep: Class 27 contains 4266 members 
Mstep: Class 28 contains 25404 members 
Mstep: Class 29 contains 5762 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20424 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145023 members 
Mstep: Class 35 contains 26045 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 33427 members 
Mstep: Class 38 contains 27266 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5801 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8731 members 
Mstep: Class 46 contains 16154 members 
Mstep: Class 47 contains 30170 members 
Mstep: Class 48 contains 12034 members 
Mstep: Class 49 contains 3510 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115174296.000000 Penalty: 179445.484375
Iteration 217Q: 53 clusters Score -1.151743e+08 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 20216 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101912 members 
Mstep: Class 5 contains 36727 members 
Mstep: Class 6 contains 13748 members 
Mstep: Class 7 contains 7597 members 
Mstep: Class 8 contains 183694 members 
Mstep: Class 9 contains 15396 members 
Mstep: Class 10 contains 7198 members 
Mstep: Class 11 contains 17718 members 
Mstep: Class 12 contains 6992 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75139 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13540 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37674 members 
Mstep: Class 20 contains 2035 members 
Mstep: Class 21 contains 138443 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 13120 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3976 members 
Mstep: Class 27 contains 4267 members 
Mstep: Class 28 contains 25405 members 
Mstep: Class 29 contains 5763 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20426 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145014 members 
Mstep: Class 35 contains 26046 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 33272 members 
Mstep: Class 38 contains 27267 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5801 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8730 members 
Mstep: Class 46 contains 16155 members 
Mstep: Class 47 contains 30166 members 
Mstep: Class 48 contains 12026 members 
Mstep: Class 49 contains 3510 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115174448.000000 Penalty: 179445.484375
Iteration 218Q: 53 clusters Score -1.151744e+08 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 20338 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101905 members 
Mstep: Class 5 contains 36777 members 
Mstep: Class 6 contains 13748 members 
Mstep: Class 7 contains 7597 members 
Mstep: Class 8 contains 183693 members 
Mstep: Class 9 contains 15396 members 
Mstep: Class 10 contains 7202 members 
Mstep: Class 11 contains 17723 members 
Mstep: Class 12 contains 6991 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75136 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13531 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37676 members 
Mstep: Class 20 contains 2035 members 
Mstep: Class 21 contains 138431 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 13128 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3976 members 
Mstep: Class 27 contains 4265 members 
Mstep: Class 28 contains 25404 members 
Mstep: Class 29 contains 5763 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20429 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 145002 members 
Mstep: Class 35 contains 26053 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 33126 members 
Mstep: Class 38 contains 27271 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5801 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8730 members 
Mstep: Class 46 contains 16153 members 
Mstep: Class 47 contains 30164 members 
Mstep: Class 48 contains 12019 members 
Mstep: Class 49 contains 3510 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115174464.000000 Penalty: 179445.484375
Iteration 219Q: 53 clusters Score -1.151745e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 20433 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101905 members 
Mstep: Class 5 contains 36823 members 
Mstep: Class 6 contains 13745 members 
Mstep: Class 7 contains 7597 members 
Mstep: Class 8 contains 183676 members 
Mstep: Class 9 contains 15398 members 
Mstep: Class 10 contains 7204 members 
Mstep: Class 11 contains 17726 members 
Mstep: Class 12 contains 6987 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75135 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13524 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37676 members 
Mstep: Class 20 contains 2035 members 
Mstep: Class 21 contains 138464 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 13132 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8132 members 
Mstep: Class 26 contains 3976 members 
Mstep: Class 27 contains 4265 members 
Mstep: Class 28 contains 25405 members 
Mstep: Class 29 contains 5763 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20429 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144985 members 
Mstep: Class 35 contains 26060 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 33002 members 
Mstep: Class 38 contains 27272 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5801 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8729 members 
Mstep: Class 46 contains 16153 members 
Mstep: Class 47 contains 30153 members 
Mstep: Class 48 contains 12009 members 
Mstep: Class 49 contains 3510 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115174512.000000 Penalty: 179445.484375
Iteration 220F: 53 clusters Score -1.151745e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 20544 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101901 members 
Mstep: Class 5 contains 36867 members 
Mstep: Class 6 contains 13745 members 
Mstep: Class 7 contains 7597 members 
Mstep: Class 8 contains 183650 members 
Mstep: Class 9 contains 15397 members 
Mstep: Class 10 contains 7205 members 
Mstep: Class 11 contains 17732 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75130 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13523 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37671 members 
Mstep: Class 20 contains 2035 members 
Mstep: Class 21 contains 138503 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 13135 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8132 members 
Mstep: Class 26 contains 3976 members 
Mstep: Class 27 contains 4262 members 
Mstep: Class 28 contains 25405 members 
Mstep: Class 29 contains 5762 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20430 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144966 members 
Mstep: Class 35 contains 26082 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 32847 members 
Mstep: Class 38 contains 27270 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5801 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8729 members 
Mstep: Class 46 contains 16152 members 
Mstep: Class 47 contains 30145 members 
Mstep: Class 48 contains 12010 members 
Mstep: Class 49 contains 3510 members 
Mstep: Class 50 contains 2061 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115174592.000000 Penalty: 179445.484375
Iteration 221Q: 53 clusters Score -1.151746e+08 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 20659 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101886 members 
Mstep: Class 5 contains 36930 members 
Mstep: Class 6 contains 13742 members 
Mstep: Class 7 contains 7598 members 
Mstep: Class 8 contains 183646 members 
Mstep: Class 9 contains 15399 members 
Mstep: Class 10 contains 7205 members 
Mstep: Class 11 contains 17732 members 
Mstep: Class 12 contains 6991 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75129 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13522 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37665 members 
Mstep: Class 20 contains 2035 members 
Mstep: Class 21 contains 138513 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13136 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8132 members 
Mstep: Class 26 contains 3976 members 
Mstep: Class 27 contains 4260 members 
Mstep: Class 28 contains 25408 members 
Mstep: Class 29 contains 5762 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20436 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144950 members 
Mstep: Class 35 contains 26096 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 32685 members 
Mstep: Class 38 contains 27268 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5801 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8729 members 
Mstep: Class 46 contains 16151 members 
Mstep: Class 47 contains 30138 members 
Mstep: Class 48 contains 12014 members 
Mstep: Class 49 contains 3510 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115174760.000000 Penalty: 179445.484375
Iteration 222Q: 53 clusters Score -1.151748e+08 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 20743 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101882 members 
Mstep: Class 5 contains 37002 members 
Mstep: Class 6 contains 13739 members 
Mstep: Class 7 contains 7597 members 
Mstep: Class 8 contains 183636 members 
Mstep: Class 9 contains 15405 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17730 members 
Mstep: Class 12 contains 6993 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75127 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13519 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37663 members 
Mstep: Class 20 contains 2035 members 
Mstep: Class 21 contains 138520 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13138 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8132 members 
Mstep: Class 26 contains 3976 members 
Mstep: Class 27 contains 4260 members 
Mstep: Class 28 contains 25408 members 
Mstep: Class 29 contains 5762 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20434 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144949 members 
Mstep: Class 35 contains 26109 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 32523 members 
Mstep: Class 38 contains 27269 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5801 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8729 members 
Mstep: Class 46 contains 16150 members 
Mstep: Class 47 contains 30134 members 
Mstep: Class 48 contains 12022 members 
Mstep: Class 49 contains 3510 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115174888.000000 Penalty: 179445.484375
Iteration 223Q: 53 clusters Score -1.151749e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 20815 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101868 members 
Mstep: Class 5 contains 37066 members 
Mstep: Class 6 contains 13737 members 
Mstep: Class 7 contains 7597 members 
Mstep: Class 8 contains 183621 members 
Mstep: Class 9 contains 15408 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17731 members 
Mstep: Class 12 contains 6994 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75126 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13518 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37661 members 
Mstep: Class 20 contains 2035 members 
Mstep: Class 21 contains 138557 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8133 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4258 members 
Mstep: Class 28 contains 25408 members 
Mstep: Class 29 contains 5762 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20439 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144947 members 
Mstep: Class 35 contains 26126 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 32372 members 
Mstep: Class 38 contains 27271 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5801 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8729 members 
Mstep: Class 46 contains 16148 members 
Mstep: Class 47 contains 30122 members 
Mstep: Class 48 contains 12021 members 
Mstep: Class 49 contains 3510 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115175016.000000 Penalty: 179445.484375
Iteration 224Q: 53 clusters Score -1.15175e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 20895 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101863 members 
Mstep: Class 5 contains 37132 members 
Mstep: Class 6 contains 13738 members 
Mstep: Class 7 contains 7597 members 
Mstep: Class 8 contains 183614 members 
Mstep: Class 9 contains 15404 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17734 members 
Mstep: Class 12 contains 6993 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75127 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13517 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37658 members 
Mstep: Class 20 contains 2035 members 
Mstep: Class 21 contains 138588 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8133 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25412 members 
Mstep: Class 29 contains 5762 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20444 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144950 members 
Mstep: Class 35 contains 26132 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 32196 members 
Mstep: Class 38 contains 27270 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5801 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8729 members 
Mstep: Class 46 contains 16144 members 
Mstep: Class 47 contains 30118 members 
Mstep: Class 48 contains 12026 members 
Mstep: Class 49 contains 3510 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115174936.000000 Penalty: 179445.484375
Iteration 225Q: 53 clusters Score -1.151749e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 20988 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101848 members 
Mstep: Class 5 contains 37201 members 
Mstep: Class 6 contains 13740 members 
Mstep: Class 7 contains 7597 members 
Mstep: Class 8 contains 183606 members 
Mstep: Class 9 contains 15403 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17739 members 
Mstep: Class 12 contains 6997 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75127 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13515 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37664 members 
Mstep: Class 20 contains 2035 members 
Mstep: Class 21 contains 138602 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13142 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8133 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4254 members 
Mstep: Class 28 contains 25413 members 
Mstep: Class 29 contains 5762 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20448 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144943 members 
Mstep: Class 35 contains 26146 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 32025 members 
Mstep: Class 38 contains 27273 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5801 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8730 members 
Mstep: Class 46 contains 16140 members 
Mstep: Class 47 contains 30110 members 
Mstep: Class 48 contains 12028 members 
Mstep: Class 49 contains 3510 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115174992.000000 Penalty: 179445.484375
Iteration 226Q: 53 clusters Score -1.15175e+08 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 21068 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101837 members 
Mstep: Class 5 contains 37253 members 
Mstep: Class 6 contains 13739 members 
Mstep: Class 7 contains 7597 members 
Mstep: Class 8 contains 183588 members 
Mstep: Class 9 contains 15401 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17743 members 
Mstep: Class 12 contains 6996 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75124 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13518 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37660 members 
Mstep: Class 20 contains 2035 members 
Mstep: Class 21 contains 138673 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8133 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4251 members 
Mstep: Class 28 contains 25419 members 
Mstep: Class 29 contains 5762 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20447 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144925 members 
Mstep: Class 35 contains 26170 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 31854 members 
Mstep: Class 38 contains 27271 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5801 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8732 members 
Mstep: Class 46 contains 16135 members 
Mstep: Class 47 contains 30103 members 
Mstep: Class 48 contains 12034 members 
Mstep: Class 49 contains 3510 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115174992.000000 Penalty: 179445.484375
Iteration 227Q: 53 clusters Score -1.15175e+08 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 21145 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101834 members 
Mstep: Class 5 contains 37311 members 
Mstep: Class 6 contains 13734 members 
Mstep: Class 7 contains 7597 members 
Mstep: Class 8 contains 183579 members 
Mstep: Class 9 contains 15401 members 
Mstep: Class 10 contains 7205 members 
Mstep: Class 11 contains 17748 members 
Mstep: Class 12 contains 6999 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75124 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13509 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37651 members 
Mstep: Class 20 contains 2035 members 
Mstep: Class 21 contains 138720 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8133 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4248 members 
Mstep: Class 28 contains 25426 members 
Mstep: Class 29 contains 5762 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20445 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144934 members 
Mstep: Class 35 contains 26180 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 31679 members 
Mstep: Class 38 contains 27269 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5801 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8732 members 
Mstep: Class 46 contains 16131 members 
Mstep: Class 47 contains 30100 members 
Mstep: Class 48 contains 12043 members 
Mstep: Class 49 contains 3510 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115175056.000000 Penalty: 179445.484375
Iteration 228Q: 53 clusters Score -1.151751e+08 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 21207 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101832 members 
Mstep: Class 5 contains 37356 members 
Mstep: Class 6 contains 13735 members 
Mstep: Class 7 contains 7598 members 
Mstep: Class 8 contains 183565 members 
Mstep: Class 9 contains 15398 members 
Mstep: Class 10 contains 7205 members 
Mstep: Class 11 contains 17750 members 
Mstep: Class 12 contains 6998 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75124 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13504 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37645 members 
Mstep: Class 20 contains 2035 members 
Mstep: Class 21 contains 138766 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13143 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8133 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4248 members 
Mstep: Class 28 contains 25429 members 
Mstep: Class 29 contains 5760 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20439 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144934 members 
Mstep: Class 35 contains 26191 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 31539 members 
Mstep: Class 38 contains 27267 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5801 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8732 members 
Mstep: Class 46 contains 16130 members 
Mstep: Class 47 contains 30098 members 
Mstep: Class 48 contains 12053 members 
Mstep: Class 49 contains 3511 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115175168.000000 Penalty: 179445.484375
Iteration 229Q: 53 clusters Score -1.151752e+08 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 21280 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101830 members 
Mstep: Class 5 contains 37404 members 
Mstep: Class 6 contains 13737 members 
Mstep: Class 7 contains 7598 members 
Mstep: Class 8 contains 183565 members 
Mstep: Class 9 contains 15405 members 
Mstep: Class 10 contains 7205 members 
Mstep: Class 11 contains 17752 members 
Mstep: Class 12 contains 7000 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75121 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13495 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37642 members 
Mstep: Class 20 contains 2035 members 
Mstep: Class 21 contains 138809 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13146 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8133 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4244 members 
Mstep: Class 28 contains 25431 members 
Mstep: Class 29 contains 5759 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20440 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144931 members 
Mstep: Class 35 contains 26209 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 31370 members 
Mstep: Class 38 contains 27266 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8733 members 
Mstep: Class 46 contains 16130 members 
Mstep: Class 47 contains 30091 members 
Mstep: Class 48 contains 12051 members 
Mstep: Class 49 contains 3512 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115175288.000000 Penalty: 179445.484375
Iteration 230Q: 53 clusters Score -1.151753e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 21337 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101831 members 
Mstep: Class 5 contains 37451 members 
Mstep: Class 6 contains 13735 members 
Mstep: Class 7 contains 7598 members 
Mstep: Class 8 contains 183564 members 
Mstep: Class 9 contains 15409 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17751 members 
Mstep: Class 12 contains 7001 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75121 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13492 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37643 members 
Mstep: Class 20 contains 2035 members 
Mstep: Class 21 contains 138840 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13145 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8133 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4245 members 
Mstep: Class 28 contains 25429 members 
Mstep: Class 29 contains 5760 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144934 members 
Mstep: Class 35 contains 26232 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 31217 members 
Mstep: Class 38 contains 27269 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8732 members 
Mstep: Class 46 contains 16129 members 
Mstep: Class 47 contains 30083 members 
Mstep: Class 48 contains 12047 members 
Mstep: Class 49 contains 3513 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115175576.000000 Penalty: 179445.484375
Iteration 231Q: 53 clusters Score -1.151756e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 21379 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101826 members 
Mstep: Class 5 contains 37476 members 
Mstep: Class 6 contains 13736 members 
Mstep: Class 7 contains 7599 members 
Mstep: Class 8 contains 183563 members 
Mstep: Class 9 contains 15407 members 
Mstep: Class 10 contains 7205 members 
Mstep: Class 11 contains 17752 members 
Mstep: Class 12 contains 7006 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75124 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13483 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37637 members 
Mstep: Class 20 contains 2035 members 
Mstep: Class 21 contains 138870 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13146 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8133 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4244 members 
Mstep: Class 28 contains 25434 members 
Mstep: Class 29 contains 5760 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20439 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144949 members 
Mstep: Class 35 contains 26249 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 31113 members 
Mstep: Class 38 contains 27270 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8731 members 
Mstep: Class 46 contains 16127 members 
Mstep: Class 47 contains 30077 members 
Mstep: Class 48 contains 12041 members 
Mstep: Class 49 contains 3513 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115175704.000000 Penalty: 179445.484375
Iteration 232Q: 53 clusters Score -1.151757e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 21426 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101824 members 
Mstep: Class 5 contains 37506 members 
Mstep: Class 6 contains 13730 members 
Mstep: Class 7 contains 7599 members 
Mstep: Class 8 contains 183556 members 
Mstep: Class 9 contains 15406 members 
Mstep: Class 10 contains 7204 members 
Mstep: Class 11 contains 17761 members 
Mstep: Class 12 contains 7004 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75125 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13476 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37637 members 
Mstep: Class 20 contains 2035 members 
Mstep: Class 21 contains 138912 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13149 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8133 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4249 members 
Mstep: Class 28 contains 25437 members 
Mstep: Class 29 contains 5760 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20439 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144947 members 
Mstep: Class 35 contains 26265 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 30993 members 
Mstep: Class 38 contains 27270 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8732 members 
Mstep: Class 46 contains 16124 members 
Mstep: Class 47 contains 30073 members 
Mstep: Class 48 contains 12039 members 
Mstep: Class 49 contains 3513 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115175768.000000 Penalty: 179445.484375
Iteration 233Q: 53 clusters Score -1.151758e+08 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 21470 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101831 members 
Mstep: Class 5 contains 37547 members 
Mstep: Class 6 contains 13731 members 
Mstep: Class 7 contains 7600 members 
Mstep: Class 8 contains 183541 members 
Mstep: Class 9 contains 15405 members 
Mstep: Class 10 contains 7204 members 
Mstep: Class 11 contains 17761 members 
Mstep: Class 12 contains 7008 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75123 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13466 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37639 members 
Mstep: Class 20 contains 2035 members 
Mstep: Class 21 contains 138974 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13153 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8132 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4246 members 
Mstep: Class 28 contains 25441 members 
Mstep: Class 29 contains 5760 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20439 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144959 members 
Mstep: Class 35 contains 26270 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 30851 members 
Mstep: Class 38 contains 27271 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8732 members 
Mstep: Class 46 contains 16126 members 
Mstep: Class 47 contains 30066 members 
Mstep: Class 48 contains 12030 members 
Mstep: Class 49 contains 3513 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115175968.000000 Penalty: 179445.484375
Iteration 234Q: 53 clusters Score -1.15176e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 21510 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101829 members 
Mstep: Class 5 contains 37593 members 
Mstep: Class 6 contains 13731 members 
Mstep: Class 7 contains 7601 members 
Mstep: Class 8 contains 183536 members 
Mstep: Class 9 contains 15403 members 
Mstep: Class 10 contains 7203 members 
Mstep: Class 11 contains 17760 members 
Mstep: Class 12 contains 7008 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75122 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13457 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37637 members 
Mstep: Class 20 contains 2035 members 
Mstep: Class 21 contains 139045 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13154 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4247 members 
Mstep: Class 28 contains 25442 members 
Mstep: Class 29 contains 5760 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20444 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144949 members 
Mstep: Class 35 contains 26282 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 30713 members 
Mstep: Class 38 contains 27272 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8732 members 
Mstep: Class 46 contains 16125 members 
Mstep: Class 47 contains 30062 members 
Mstep: Class 48 contains 12029 members 
Mstep: Class 49 contains 3512 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115175992.000000 Penalty: 179445.484375
Iteration 235Q: 53 clusters Score -1.15176e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 21552 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101831 members 
Mstep: Class 5 contains 37635 members 
Mstep: Class 6 contains 13730 members 
Mstep: Class 7 contains 7602 members 
Mstep: Class 8 contains 183538 members 
Mstep: Class 9 contains 15398 members 
Mstep: Class 10 contains 7202 members 
Mstep: Class 11 contains 17759 members 
Mstep: Class 12 contains 7009 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75123 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13451 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37636 members 
Mstep: Class 20 contains 2035 members 
Mstep: Class 21 contains 139108 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13156 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4247 members 
Mstep: Class 28 contains 25443 members 
Mstep: Class 29 contains 5760 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144941 members 
Mstep: Class 35 contains 26287 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 30588 members 
Mstep: Class 38 contains 27270 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8732 members 
Mstep: Class 46 contains 16123 members 
Mstep: Class 47 contains 30060 members 
Mstep: Class 48 contains 12023 members 
Mstep: Class 49 contains 3512 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115175904.000000 Penalty: 179445.484375
Iteration 236Q: 53 clusters Score -1.151759e+08 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 21571 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101838 members 
Mstep: Class 5 contains 37674 members 
Mstep: Class 6 contains 13726 members 
Mstep: Class 7 contains 7602 members 
Mstep: Class 8 contains 183551 members 
Mstep: Class 9 contains 15394 members 
Mstep: Class 10 contains 7202 members 
Mstep: Class 11 contains 17756 members 
Mstep: Class 12 contains 7008 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75125 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13450 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37636 members 
Mstep: Class 20 contains 2035 members 
Mstep: Class 21 contains 139127 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13157 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4243 members 
Mstep: Class 28 contains 25442 members 
Mstep: Class 29 contains 5759 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20447 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144955 members 
Mstep: Class 35 contains 26296 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 30482 members 
Mstep: Class 38 contains 27269 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8733 members 
Mstep: Class 46 contains 16119 members 
Mstep: Class 47 contains 30060 members 
Mstep: Class 48 contains 12024 members 
Mstep: Class 49 contains 3512 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176056.000000 Penalty: 179445.484375
Iteration 237Q: 53 clusters Score -1.151761e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 21596 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101833 members 
Mstep: Class 5 contains 37720 members 
Mstep: Class 6 contains 13726 members 
Mstep: Class 7 contains 7603 members 
Mstep: Class 8 contains 183549 members 
Mstep: Class 9 contains 15391 members 
Mstep: Class 10 contains 7202 members 
Mstep: Class 11 contains 17756 members 
Mstep: Class 12 contains 7010 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75127 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13450 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37634 members 
Mstep: Class 20 contains 2035 members 
Mstep: Class 21 contains 139176 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13157 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4244 members 
Mstep: Class 28 contains 25442 members 
Mstep: Class 29 contains 5759 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20445 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144950 members 
Mstep: Class 35 contains 26311 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 30377 members 
Mstep: Class 38 contains 27266 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8734 members 
Mstep: Class 46 contains 16117 members 
Mstep: Class 47 contains 30053 members 
Mstep: Class 48 contains 12018 members 
Mstep: Class 49 contains 3512 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176112.000000 Penalty: 179445.484375
Iteration 238Q: 53 clusters Score -1.151761e+08 nChanged 294
Entering ConstructFrom: 
Score: -115176112.000000 Penalty: 179445.484375
Entering ConstructFrom: 
Trying to split cluster 1 (2761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Entering Unmasked Estep 
Score: -283962.468750 Penalty: 1964.990356
	Iteration 0F: 2 clusters Score -283962.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -280893.468750 Penalty: 3929.980713
	Iteration 0F: 3 clusters Score -280893.5 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -281569.000000 Penalty: 3929.980713
	Iteration 1F: 3 clusters Score -281569 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -281842.781250 Penalty: 3929.980713
	Iteration 2F: 3 clusters Score -281842.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -282065.093750 Penalty: 3929.980713
	Iteration 3F: 3 clusters Score -282065.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -282274.250000 Penalty: 3929.980713
	Iteration 4F: 3 clusters Score -282274.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -282468.562500 Penalty: 3929.980713
	Iteration 5F: 3 clusters Score -282468.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -282609.812500 Penalty: 3929.980713
	Iteration 6Q: 3 clusters Score -282609.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -282710.468750 Penalty: 3929.980713
	Iteration 7Q: 3 clusters Score -282710.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -282776.500000 Penalty: 3929.980713
	Iteration 8Q: 3 clusters Score -282776.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -282815.718750 Penalty: 3929.980713
	Iteration 9Q: 3 clusters Score -282815.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -282850.093750 Penalty: 3929.980713
	Iteration 10Q: 3 clusters Score -282850.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -282892.625000 Penalty: 3929.980713
	Iteration 11Q: 3 clusters Score -282892.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -282933.218750 Penalty: 3929.980713
	Iteration 12Q: 3 clusters Score -282933.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -282985.375000 Penalty: 3929.980713
	Iteration 13Q: 3 clusters Score -282985.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -283019.625000 Penalty: 3929.980713
	Iteration 14Q: 3 clusters Score -283019.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -283045.843750 Penalty: 3929.980713
	Iteration 15Q: 3 clusters Score -283045.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -283058.625000 Penalty: 3929.980713
	Iteration 16Q: 3 clusters Score -283058.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -283065.750000 Penalty: 3929.980713
	Iteration 17Q: 3 clusters Score -283065.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -283073.750000 Penalty: 3929.980713
	Iteration 18Q: 3 clusters Score -283073.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -283077.593750 Penalty: 3929.980713
	Iteration 19Q: 3 clusters Score -283077.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -283081.562500 Penalty: 3929.980713
	Iteration 20F: 3 clusters Score -283081.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -283084.750000 Penalty: 3929.980713
	Iteration 21Q: 3 clusters Score -283084.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -283088.718750 Penalty: 3929.980713
	Iteration 22Q: 3 clusters Score -283088.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -283089.375000 Penalty: 3929.980713
	Iteration 23Q: 3 clusters Score -283089.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -283089.656250 Penalty: 3929.980713
	Iteration 24Q: 3 clusters Score -283089.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -283089.656250 Penalty: 3929.980713
	Iteration 25F: 3 clusters Score -283089.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Entering Unmasked Estep 
Score: -2240886.250000 Penalty: 2475.334717
	Iteration 0F: 2 clusters Score -2240886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -2225705.250000 Penalty: 4950.669434
	Iteration 0F: 3 clusters Score -2225705 nChanged 9543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -2230907.250000 Penalty: 4950.669434
	Iteration 1F: 3 clusters Score -2230907 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2231412.000000 Penalty: 4950.669434
	Iteration 2F: 3 clusters Score -2231412 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -2231853.250000 Penalty: 4950.669434
	Iteration 3Q: 3 clusters Score -2231853 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -2232285.750000 Penalty: 4950.669434
	Iteration 4Q: 3 clusters Score -2232286 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -2232773.250000 Penalty: 4950.669434
	Iteration 5Q: 3 clusters Score -2232773 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -2233387.000000 Penalty: 4950.669434
	Iteration 6Q: 3 clusters Score -2233387 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -2234093.000000 Penalty: 4950.669434
	Iteration 7F: 3 clusters Score -2234093 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -2234905.250000 Penalty: 4950.669434
	Iteration 8F: 3 clusters Score -2234905 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -2235863.750000 Penalty: 4950.669434
	Iteration 9F: 3 clusters Score -2235864 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -2236909.000000 Penalty: 4950.669434
	Iteration 10F: 3 clusters Score -2236909 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -2237743.000000 Penalty: 4950.669434
	Iteration 11Q: 3 clusters Score -2237743 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -2238235.500000 Penalty: 4950.669434
	Iteration 12Q: 3 clusters Score -2238236 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -2238499.250000 Penalty: 4950.669434
	Iteration 13Q: 3 clusters Score -2238499 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -2238669.000000 Penalty: 4950.669434
	Iteration 14Q: 3 clusters Score -2238669 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -2238796.000000 Penalty: 4950.669434
	Iteration 15Q: 3 clusters Score -2238796 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -2238869.250000 Penalty: 4950.669434
	Iteration 16Q: 3 clusters Score -2238869 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2238907.500000 Penalty: 4950.669434
	Iteration 17Q: 3 clusters Score -2238908 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -2238934.500000 Penalty: 4950.669434
	Iteration 18Q: 3 clusters Score -2238934 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -2238956.500000 Penalty: 4950.669434
	Iteration 19Q: 3 clusters Score -2238956 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -2238981.250000 Penalty: 4950.669434
	Iteration 20F: 3 clusters Score -2238981 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -2238996.500000 Penalty: 4950.669434
	Iteration 21Q: 3 clusters Score -2238996 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2239010.500000 Penalty: 4950.669434
	Iteration 22Q: 3 clusters Score -2239010 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -2239032.250000 Penalty: 4950.669434
	Iteration 23Q: 3 clusters Score -2239032 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2239034.250000 Penalty: 4950.669434
	Iteration 24Q: 3 clusters Score -2239034 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -2239043.250000 Penalty: 4950.669434
	Iteration 25Q: 3 clusters Score -2239043 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -2239049.250000 Penalty: 4950.669434
	Iteration 26Q: 3 clusters Score -2239049 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -2239063.750000 Penalty: 4950.669434
	Iteration 27Q: 3 clusters Score -2239064 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -2239067.000000 Penalty: 4950.669434
	Iteration 28Q: 3 clusters Score -2239067 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -2239077.000000 Penalty: 4950.669434
	Iteration 29Q: 3 clusters Score -2239077 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2239091.250000 Penalty: 4950.669434
	Iteration 30Q: 3 clusters Score -2239091 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -2239099.500000 Penalty: 4950.669434
	Iteration 31Q: 3 clusters Score -2239100 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -2239108.500000 Penalty: 4950.669434
	Iteration 32Q: 3 clusters Score -2239108 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -2239109.500000 Penalty: 4950.669434
	Iteration 33Q: 3 clusters Score -2239110 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -2239112.000000 Penalty: 4950.669434
	Iteration 34Q: 3 clusters Score -2239112 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -2239111.000000 Penalty: 4950.669434
	Iteration 35Q: 3 clusters Score -2239111 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2239122.750000 Penalty: 4950.669434
	Iteration 36Q: 3 clusters Score -2239123 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -2239136.750000 Penalty: 4950.669434
	Iteration 37Q: 3 clusters Score -2239137 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2239142.000000 Penalty: 4950.669434
	Iteration 38Q: 3 clusters Score -2239142 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2239146.250000 Penalty: 4950.669434
	Iteration 39Q: 3 clusters Score -2239146 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -2239148.000000 Penalty: 4950.669434
	Iteration 40F: 3 clusters Score -2239148 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -2239157.250000 Penalty: 4950.669434
	Iteration 41Q: 3 clusters Score -2239157 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -2239164.500000 Penalty: 4950.669434
	Iteration 42Q: 3 clusters Score -2239164 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -2239177.500000 Penalty: 4950.669434
	Iteration 43Q: 3 clusters Score -2239178 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2239176.250000 Penalty: 4950.669434
	Iteration 44Q: 3 clusters Score -2239176 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -2239181.250000 Penalty: 4950.669434
	Iteration 45Q: 3 clusters Score -2239181 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -2239185.000000 Penalty: 4950.669434
	Iteration 46Q: 3 clusters Score -2239185 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -2239181.750000 Penalty: 4950.669434
	Iteration 47Q: 3 clusters Score -2239182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -2239185.750000 Penalty: 4950.669434
	Iteration 48Q: 3 clusters Score -2239186 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -2239190.250000 Penalty: 4950.669434
	Iteration 49Q: 3 clusters Score -2239190 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -2239199.250000 Penalty: 4950.669434
	Iteration 50Q: 3 clusters Score -2239199 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -2239207.000000 Penalty: 4950.669434
	Iteration 51Q: 3 clusters Score -2239207 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -2239211.750000 Penalty: 4950.669434
	Iteration 52Q: 3 clusters Score -2239212 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -2239224.750000 Penalty: 4950.669434
	Iteration 53Q: 3 clusters Score -2239225 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -2239236.250000 Penalty: 4950.669434
	Iteration 54Q: 3 clusters Score -2239236 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -2239243.000000 Penalty: 4950.669434
	Iteration 55Q: 3 clusters Score -2239243 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -2239249.750000 Penalty: 4950.669434
	Iteration 56Q: 3 clusters Score -2239250 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -2239257.750000 Penalty: 4950.669434
	Iteration 57Q: 3 clusters Score -2239258 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -2239267.250000 Penalty: 4950.669434
	Iteration 58Q: 3 clusters Score -2239267 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -2239277.750000 Penalty: 4950.669434
	Iteration 59Q: 3 clusters Score -2239278 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -2239281.250000 Penalty: 4950.669434
	Iteration 60F: 3 clusters Score -2239281 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -2239293.250000 Penalty: 4950.669434
	Iteration 61Q: 3 clusters Score -2239293 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -2239292.750000 Penalty: 4950.669434
	Iteration 62Q: 3 clusters Score -2239293 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2239298.250000 Penalty: 4950.669434
	Iteration 63Q: 3 clusters Score -2239298 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -2239296.250000 Penalty: 4950.669434
	Iteration 64Q: 3 clusters Score -2239296 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -2239304.750000 Penalty: 4950.669434
	Iteration 65Q: 3 clusters Score -2239305 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2239304.250000 Penalty: 4950.669434
	Iteration 66Q: 3 clusters Score -2239304 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -2239310.250000 Penalty: 4950.669434
	Iteration 67Q: 3 clusters Score -2239310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -2239316.500000 Penalty: 4950.669434
	Iteration 68Q: 3 clusters Score -2239316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -2239316.500000 Penalty: 4950.669434
	Iteration 69Q: 3 clusters Score -2239316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -2239323.500000 Penalty: 4950.669434
	Iteration 70Q: 3 clusters Score -2239324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -2239317.500000 Penalty: 4950.669434
	Iteration 71Q: 3 clusters Score -2239318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -2239323.250000 Penalty: 4950.669434
	Iteration 72Q: 3 clusters Score -2239323 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2239322.750000 Penalty: 4950.669434
	Iteration 73Q: 3 clusters Score -2239323 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -2239322.250000 Penalty: 4950.669434
	Iteration 74Q: 3 clusters Score -2239322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -2239322.500000 Penalty: 4950.669434
	Iteration 75Q: 3 clusters Score -2239322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -2239324.000000 Penalty: 4950.669434
	Iteration 76Q: 3 clusters Score -2239324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -2239332.500000 Penalty: 4950.669434
	Iteration 77Q: 3 clusters Score -2239332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -2239333.250000 Penalty: 4950.669434
	Iteration 78Q: 3 clusters Score -2239333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2239337.500000 Penalty: 4950.669434
	Iteration 79Q: 3 clusters Score -2239338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -2239341.250000 Penalty: 4950.669434
	Iteration 80F: 3 clusters Score -2239341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -2239335.250000 Penalty: 4950.669434
	Iteration 81Q: 3 clusters Score -2239335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2239340.000000 Penalty: 4950.669434
	Iteration 82Q: 3 clusters Score -2239340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -2239342.250000 Penalty: 4950.669434
	Iteration 83Q: 3 clusters Score -2239342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -2239337.250000 Penalty: 4950.669434
	Iteration 84Q: 3 clusters Score -2239337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2239343.500000 Penalty: 4950.669434
	Iteration 85Q: 3 clusters Score -2239344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2239343.250000 Penalty: 4950.669434
	Iteration 86Q: 3 clusters Score -2239343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2239347.000000 Penalty: 4950.669434
	Iteration 87Q: 3 clusters Score -2239347 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2239345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2239340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2239342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2239340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -2239339.500000 Penalty: 4950.669434
	Iteration 92Q: 3 clusters Score -2239340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2239341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -2239344.000000 Penalty: 4950.669434
	Iteration 94Q: 3 clusters Score -2239344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2239348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2239342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -2239339.500000 Penalty: 4950.669434
	Iteration 97Q: 3 clusters Score -2239340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2239337.750000 Penalty: 4950.669434
	Iteration 98Q: 3 clusters Score -2239338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2239349.250000 Penalty: 4950.669434
	Iteration 99Q: 3 clusters Score -2239349 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -2239350.250000 Penalty: 4950.669434
	Iteration 100F: 3 clusters Score -2239350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -2239356.250000 Penalty: 4950.669434
	Iteration 101Q: 3 clusters Score -2239356 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2239357 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2239358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2239355.750000 Penalty: 4950.669434
	Iteration 104Q: 3 clusters Score -2239356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -2239365.000000 Penalty: 4950.669434
	Iteration 105Q: 3 clusters Score -2239365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -2239370.500000 Penalty: 4950.669434
	Iteration 106Q: 3 clusters Score -2239370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -2239362.750000 Penalty: 4950.669434
	Iteration 107Q: 3 clusters Score -2239363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2239364.250000 Penalty: 4950.669434
	Iteration 108Q: 3 clusters Score -2239364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2239367 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2239370 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2239371 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2239370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2239372 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2239379 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2239384 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2239386 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -2239387.250000 Penalty: 4950.669434
	Iteration 117Q: 3 clusters Score -2239387 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2239388 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -2239394.750000 Penalty: 4950.669434
	Iteration 119Q: 3 clusters Score -2239395 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2239400.250000 Penalty: 4950.669434
	Iteration 120F: 3 clusters Score -2239400 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2239410 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -2239418.250000 Penalty: 4950.669434
	Iteration 122Q: 3 clusters Score -2239418 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -2239427.000000 Penalty: 4950.669434
	Iteration 123Q: 3 clusters Score -2239427 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -2239426.500000 Penalty: 4950.669434
	Iteration 124Q: 3 clusters Score -2239426 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -2239432.250000 Penalty: 4950.669434
	Iteration 125Q: 3 clusters Score -2239432 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2239440 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -2239445.500000 Penalty: 4950.669434
	Iteration 127Q: 3 clusters Score -2239446 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2239455.000000 Penalty: 4950.669434
	Iteration 128Q: 3 clusters Score -2239455 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -2239459.250000 Penalty: 4950.669434
	Iteration 129Q: 3 clusters Score -2239459 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2239466.250000 Penalty: 4950.669434
	Iteration 130Q: 3 clusters Score -2239466 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -2239472.000000 Penalty: 4950.669434
	Iteration 131Q: 3 clusters Score -2239472 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -2239477.500000 Penalty: 4950.669434
	Iteration 132Q: 3 clusters Score -2239478 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2239478 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -2239484.500000 Penalty: 4950.669434
	Iteration 134Q: 3 clusters Score -2239484 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -2239490.250000 Penalty: 4950.669434
	Iteration 135Q: 3 clusters Score -2239490 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -2239504.250000 Penalty: 4950.669434
	Iteration 136Q: 3 clusters Score -2239504 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -2239509.750000 Penalty: 4950.669434
	Iteration 137Q: 3 clusters Score -2239510 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -2239520.000000 Penalty: 4950.669434
	Iteration 138Q: 3 clusters Score -2239520 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2239527 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2239540.500000 Penalty: 4950.669434
	Iteration 140F: 3 clusters Score -2239540 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -2239542.500000 Penalty: 4950.669434
	Iteration 141Q: 3 clusters Score -2239542 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2239542 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -2239547.750000 Penalty: 4950.669434
	Iteration 143Q: 3 clusters Score -2239548 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -2239553.250000 Penalty: 4950.669434
	Iteration 144Q: 3 clusters Score -2239553 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -2239553.000000 Penalty: 4950.669434
	Iteration 145Q: 3 clusters Score -2239553 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -2239563.250000 Penalty: 4950.669434
	Iteration 146Q: 3 clusters Score -2239563 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -2239566.000000 Penalty: 4950.669434
	Iteration 147Q: 3 clusters Score -2239566 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2239570.750000 Penalty: 4950.669434
	Iteration 148Q: 3 clusters Score -2239571 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2239575.250000 Penalty: 4950.669434
	Iteration 149Q: 3 clusters Score -2239575 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -2239585.750000 Penalty: 4950.669434
	Iteration 150Q: 3 clusters Score -2239586 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -2239584.250000 Penalty: 4950.669434
	Iteration 151Q: 3 clusters Score -2239584 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -2239579.750000 Penalty: 4950.669434
	Iteration 152Q: 3 clusters Score -2239580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2239576.000000 Penalty: 4950.669434
	Iteration 153Q: 3 clusters Score -2239576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2239574.750000 Penalty: 4950.669434
	Iteration 154Q: 3 clusters Score -2239575 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -2239572.250000 Penalty: 4950.669434
	Iteration 155Q: 3 clusters Score -2239572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -2239569.500000 Penalty: 4950.669434
	Iteration 156Q: 3 clusters Score -2239570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -2239577.500000 Penalty: 4950.669434
	Iteration 157Q: 3 clusters Score -2239578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2239580.750000 Penalty: 4950.669434
	Iteration 158Q: 3 clusters Score -2239581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -2239579.750000 Penalty: 4950.669434
	Iteration 159Q: 3 clusters Score -2239580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -2239584.000000 Penalty: 4950.669434
	Iteration 160F: 3 clusters Score -2239584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2239583.500000 Penalty: 4950.669434
	Iteration 161Q: 3 clusters Score -2239584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -2239585.750000 Penalty: 4950.669434
	Iteration 162Q: 3 clusters Score -2239586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -2239583.500000 Penalty: 4950.669434
	Iteration 163Q: 3 clusters Score -2239584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2239583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
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	Iteration 165F: 3 clusters Score -2239583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2058 members 
Entering Unmasked Estep 
Score: -217008.421875 Penalty: 1892.113525
	Iteration 0F: 2 clusters Score -217008.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -214326.890625 Penalty: 3784.227051
	Iteration 0F: 3 clusters Score -214326.9 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -214788.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -214885.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -214952.093750 Penalty: 3784.227051
	Iteration 3Q: 3 clusters Score -214952.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -214992.500000 Penalty: 3784.227051
	Iteration 4Q: 3 clusters Score -214992.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -215013.625000 Penalty: 3784.227051
	Iteration 5Q: 3 clusters Score -215013.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -215026.265625 Penalty: 3784.227051
	Iteration 6Q: 3 clusters Score -215026.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -215038.921875 Penalty: 3784.227051
	Iteration 7Q: 3 clusters Score -215038.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -215051.046875 Penalty: 3784.227051
	Iteration 8Q: 3 clusters Score -215051 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -215066.593750 Penalty: 3784.227051
	Iteration 9Q: 3 clusters Score -215066.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -215081.750000 Penalty: 3784.227051
	Iteration 10Q: 3 clusters Score -215081.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -215094.656250 Penalty: 3784.227051
	Iteration 11Q: 3 clusters Score -215094.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -215106.390625 Penalty: 3784.227051
	Iteration 12Q: 3 clusters Score -215106.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -215115.796875 Penalty: 3784.227051
	Iteration 13Q: 3 clusters Score -215115.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -215124.593750 Penalty: 3784.227051
	Iteration 14Q: 3 clusters Score -215124.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -215131.968750 Penalty: 3784.227051
	Iteration 15Q: 3 clusters Score -215132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -215136.296875 Penalty: 3784.227051
	Iteration 16Q: 3 clusters Score -215136.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -215140.281250 Penalty: 3784.227051
	Iteration 17Q: 3 clusters Score -215140.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -215144.531250 Penalty: 3784.227051
	Iteration 18Q: 3 clusters Score -215144.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -215148.781250 Penalty: 3784.227051
	Iteration 19Q: 3 clusters Score -215148.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -215151.343750 Penalty: 3784.227051
	Iteration 20F: 3 clusters Score -215151.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -215153.671875 Penalty: 3784.227051
	Iteration 21Q: 3 clusters Score -215153.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -215156.703125 Penalty: 3784.227051
	Iteration 22Q: 3 clusters Score -215156.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -215161.906250 Penalty: 3784.227051
	Iteration 23Q: 3 clusters Score -215161.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -215166.140625 Penalty: 3784.227051
	Iteration 24Q: 3 clusters Score -215166.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -215174.062500 Penalty: 3784.227051
	Iteration 25Q: 3 clusters Score -215174.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -215182.750000 Penalty: 3784.227051
	Iteration 26Q: 3 clusters Score -215182.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -215191.046875 Penalty: 3784.227051
	Iteration 27Q: 3 clusters Score -215191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -215197.109375 Penalty: 3784.227051
	Iteration 28Q: 3 clusters Score -215197.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -215199.515625 Penalty: 3784.227051
	Iteration 29Q: 3 clusters Score -215199.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -215202.265625 Penalty: 3784.227051
	Iteration 30Q: 3 clusters Score -215202.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -215205.578125 Penalty: 3784.227051
	Iteration 31Q: 3 clusters Score -215205.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -215208.546875 Penalty: 3784.227051
	Iteration 32Q: 3 clusters Score -215208.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -215209.671875 Penalty: 3784.227051
	Iteration 33Q: 3 clusters Score -215209.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -215212.078125 Penalty: 3784.227051
	Iteration 34Q: 3 clusters Score -215212.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -215213.000000 Penalty: 3784.227051
	Iteration 35Q: 3 clusters Score -215213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -215215.953125 Penalty: 3784.227051
	Iteration 36Q: 3 clusters Score -215216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -215218.953125 Penalty: 3784.227051
	Iteration 37Q: 3 clusters Score -215219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -215223.281250 Penalty: 3784.227051
	Iteration 38Q: 3 clusters Score -215223.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -215226.000000 Penalty: 3784.227051
	Iteration 39Q: 3 clusters Score -215226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -215228.093750 Penalty: 3784.227051
	Iteration 40F: 3 clusters Score -215228.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -215229.984375 Penalty: 3784.227051
	Iteration 41Q: 3 clusters Score -215230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -215230.843750 Penalty: 3784.227051
	Iteration 42Q: 3 clusters Score -215230.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -215231.500000 Penalty: 3784.227051
	Iteration 43Q: 3 clusters Score -215231.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -215231.500000 Penalty: 3784.227051
	Iteration 44F: 3 clusters Score -215231.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (101836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101836 members 
Entering Unmasked Estep 
Score: -11233528.000000 Penalty: 2859.717529
	Iteration 0F: 2 clusters Score -1.123353e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50884 members 
Mstep: Class 2 contains 50952 members 
Entering Unmasked Estep 
Score: -11165415.000000 Penalty: 5719.435059
	Iteration 0F: 3 clusters Score -1.116542e+07 nChanged 48231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50531 members 
Mstep: Class 2 contains 51305 members 
Entering Unmasked Estep 
Score: -11192676.000000 Penalty: 5719.435059
	Iteration 1F: 3 clusters Score -1.119268e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50438 members 
Mstep: Class 2 contains 51398 members 
Entering Unmasked Estep 
Score: -11193379.000000 Penalty: 5719.435059
	Iteration 2Q: 3 clusters Score -1.119338e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50222 members 
Mstep: Class 2 contains 51614 members 
Entering Unmasked Estep 
Score: -11194261.000000 Penalty: 5719.435059
	Iteration 3Q: 3 clusters Score -1.119426e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49866 members 
Mstep: Class 2 contains 51970 members 
Entering Unmasked Estep 
Score: -11195494.000000 Penalty: 5719.435059
	Iteration 4Q: 3 clusters Score -1.119549e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49322 members 
Mstep: Class 2 contains 52514 members 
Entering Unmasked Estep 
Score: -11196751.000000 Penalty: 5719.435059
	Iteration 5Q: 3 clusters Score -1.119675e+07 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48646 members 
Mstep: Class 2 contains 53190 members 
Entering Unmasked Estep 
Score: -11198010.000000 Penalty: 5719.435059
	Iteration 6Q: 3 clusters Score -1.119801e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47767 members 
Mstep: Class 2 contains 54069 members 
Entering Unmasked Estep 
Score: -11199417.000000 Penalty: 5719.435059
	Iteration 7Q: 3 clusters Score -1.119942e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46651 members 
Mstep: Class 2 contains 55185 members 
Entering Unmasked Estep 
Score: -11200882.000000 Penalty: 5719.435059
	Iteration 8Q: 3 clusters Score -1.120088e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45273 members 
Mstep: Class 2 contains 56563 members 
Entering Unmasked Estep 
Score: -11202445.000000 Penalty: 5719.435059
	Iteration 9Q: 3 clusters Score -1.120244e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 58161 members 
Entering Unmasked Estep 
Score: -11204002.000000 Penalty: 5719.435059
	Iteration 10Q: 3 clusters Score -1.1204e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42025 members 
Mstep: Class 2 contains 59811 members 
Entering Unmasked Estep 
Score: -11205914.000000 Penalty: 5719.435059
	Iteration 11Q: 3 clusters Score -1.120591e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 61404 members 
Entering Unmasked Estep 
Score: -11208159.000000 Penalty: 5719.435059
	Iteration 12Q: 3 clusters Score -1.120816e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 62851 members 
Entering Unmasked Estep 
Score: -11210796.000000 Penalty: 5719.435059
	Iteration 13Q: 3 clusters Score -1.12108e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 64093 members 
Entering Unmasked Estep 
Score: -11213145.000000 Penalty: 5719.435059
	Iteration 14Q: 3 clusters Score -1.121314e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36608 members 
Mstep: Class 2 contains 65228 members 
Entering Unmasked Estep 
Score: -11214613.000000 Penalty: 5719.435059
	Iteration 15Q: 3 clusters Score -1.121461e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 66332 members 
Entering Unmasked Estep 
Score: -11215336.000000 Penalty: 5719.435059
	Iteration 16Q: 3 clusters Score -1.121534e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34364 members 
Mstep: Class 2 contains 67472 members 
Entering Unmasked Estep 
Score: -11215741.000000 Penalty: 5719.435059
	Iteration 17Q: 3 clusters Score -1.121574e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 68670 members 
Entering Unmasked Estep 
Score: -11216048.000000 Penalty: 5719.435059
	Iteration 18Q: 3 clusters Score -1.121605e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31910 members 
Mstep: Class 2 contains 69926 members 
Entering Unmasked Estep 
Score: -11216346.000000 Penalty: 5719.435059
	Iteration 19Q: 3 clusters Score -1.121635e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 71231 members 
Entering Unmasked Estep 
Score: -11216613.000000 Penalty: 5719.435059
	Iteration 20F: 3 clusters Score -1.121661e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 72619 members 
Entering Unmasked Estep 
Score: -11216948.000000 Penalty: 5719.435059
	Iteration 21Q: 3 clusters Score -1.121695e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 74118 members 
Entering Unmasked Estep 
Score: -11217294.000000 Penalty: 5719.435059
	Iteration 22Q: 3 clusters Score -1.121729e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 75677 members 
Entering Unmasked Estep 
Score: -11217691.000000 Penalty: 5719.435059
	Iteration 23Q: 3 clusters Score -1.121769e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 77269 members 
Entering Unmasked Estep 
Score: -11218122.000000 Penalty: 5719.435059
	Iteration 24Q: 3 clusters Score -1.121812e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 78930 members 
Entering Unmasked Estep 
Score: -11218637.000000 Penalty: 5719.435059
	Iteration 25Q: 3 clusters Score -1.121864e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 80739 members 
Entering Unmasked Estep 
Score: -11219293.000000 Penalty: 5719.435059
	Iteration 26Q: 3 clusters Score -1.121929e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 82648 members 
Entering Unmasked Estep 
Score: -11219956.000000 Penalty: 5719.435059
	Iteration 27Q: 3 clusters Score -1.121996e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 84597 members 
Entering Unmasked Estep 
Score: -11220787.000000 Penalty: 5719.435059
	Iteration 28Q: 3 clusters Score -1.122079e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 86609 members 
Entering Unmasked Estep 
Score: -11221647.000000 Penalty: 5719.435059
	Iteration 29Q: 3 clusters Score -1.122165e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 88681 members 
Entering Unmasked Estep 
Score: -11222678.000000 Penalty: 5719.435059
	Iteration 30Q: 3 clusters Score -1.122268e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 90763 members 
Entering Unmasked Estep 
Score: -11223751.000000 Penalty: 5719.435059
	Iteration 31Q: 3 clusters Score -1.122375e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 92763 members 
Entering Unmasked Estep 
Score: -11225031.000000 Penalty: 5719.435059
	Iteration 32Q: 3 clusters Score -1.122503e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 94672 members 
Entering Unmasked Estep 
Score: -11226172.000000 Penalty: 5719.435059
	Iteration 33Q: 3 clusters Score -1.122617e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 96381 members 
Entering Unmasked Estep 
Score: -11227280.000000 Penalty: 5719.435059
	Iteration 34Q: 3 clusters Score -1.122728e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 97904 members 
Entering Unmasked Estep 
Score: -11228351.000000 Penalty: 5719.435059
	Iteration 35Q: 3 clusters Score -1.122835e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 99123 members 
Entering Unmasked Estep 
Score: -11229268.000000 Penalty: 5719.435059
	Iteration 36Q: 3 clusters Score -1.122927e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 100001 members 
Entering Unmasked Estep 
Score: -11229973.000000 Penalty: 5719.435059
	Iteration 37Q: 3 clusters Score -1.122997e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 100551 members 
Entering Unmasked Estep 
Score: -11230394.000000 Penalty: 5719.435059
	Iteration 38Q: 3 clusters Score -1.123039e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 100882 members 
Entering Unmasked Estep 
Score: -11230604.000000 Penalty: 5719.435059
	Iteration 39Q: 3 clusters Score -1.12306e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 101072 members 
Entering Unmasked Estep 
Score: -11230758.000000 Penalty: 5719.435059
	Iteration 40F: 3 clusters Score -1.123076e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 101177 members 
Entering Unmasked Estep 
Score: -11230817.000000 Penalty: 5719.435059
	Iteration 41Q: 3 clusters Score -1.123082e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 101248 members 
Entering Unmasked Estep 
Score: -11230885.000000 Penalty: 5719.435059
	Iteration 42Q: 3 clusters Score -1.123088e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 101292 members 
Entering Unmasked Estep 
Score: -11230908.000000 Penalty: 5719.435059
	Iteration 43Q: 3 clusters Score -1.123091e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 101316 members 
Entering Unmasked Estep 
Score: -11230923.000000 Penalty: 5719.435059
	Iteration 44Q: 3 clusters Score -1.123092e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 101335 members 
Entering Unmasked Estep 
Score: -11230946.000000 Penalty: 5719.435059
	Iteration 45Q: 3 clusters Score -1.123095e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 101354 members 
Entering Unmasked Estep 
Score: -11230967.000000 Penalty: 5719.435059
	Iteration 46Q: 3 clusters Score -1.123097e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 101365 members 
Entering Unmasked Estep 
Score: -11230965.000000 Penalty: 5719.435059
	Iteration 47Q: 3 clusters Score -1.123096e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 101376 members 
Entering Unmasked Estep 
Score: -11230983.000000 Penalty: 5719.435059
	Iteration 48Q: 3 clusters Score -1.123098e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 101388 members 
Entering Unmasked Estep 
Score: -11230993.000000 Penalty: 5719.435059
	Iteration 49Q: 3 clusters Score -1.123099e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 101399 members 
Entering Unmasked Estep 
Score: -11231007.000000 Penalty: 5719.435059
	Iteration 50Q: 3 clusters Score -1.123101e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 101410 members 
Entering Unmasked Estep 
Score: -11231029.000000 Penalty: 5719.435059
	Iteration 51Q: 3 clusters Score -1.123103e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 101415 members 
Entering Unmasked Estep 
Score: -11231025.000000 Penalty: 5719.435059
	Iteration 52Q: 3 clusters Score -1.123102e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 101422 members 
Entering Unmasked Estep 
Score: -11231051.000000 Penalty: 5719.435059
	Iteration 53Q: 3 clusters Score -1.123105e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 101425 members 
Entering Unmasked Estep 
Score: -11231038.000000 Penalty: 5719.435059
	Iteration 54Q: 3 clusters Score -1.123104e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 101432 members 
Entering Unmasked Estep 
Score: -11231061.000000 Penalty: 5719.435059
	Iteration 55Q: 3 clusters Score -1.123106e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 101433 members 
Entering Unmasked Estep 
Score: -11231062.000000 Penalty: 5719.435059
	Iteration 56Q: 3 clusters Score -1.123106e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 101436 members 
Entering Unmasked Estep 
Score: -11231077.000000 Penalty: 5719.435059
	Iteration 57Q: 3 clusters Score -1.123108e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 101438 members 
Entering Unmasked Estep 
Score: -11231086.000000 Penalty: 5719.435059
	Iteration 58Q: 3 clusters Score -1.123109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 101440 members 
Entering Unmasked Estep 
Score: -11231083.000000 Penalty: 5719.435059
	Iteration 59Q: 3 clusters Score -1.123108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 101442 members 
Entering Unmasked Estep 
Score: -11231089.000000 Penalty: 5719.435059
	Iteration 60F: 3 clusters Score -1.123109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 101443 members 
Entering Unmasked Estep 
Score: -11231086.000000 Penalty: 5719.435059
	Iteration 61Q: 3 clusters Score -1.123109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 101444 members 
Entering Unmasked Estep 
Score: -11231091.000000 Penalty: 5719.435059
	Iteration 62Q: 3 clusters Score -1.123109e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 101444 members 
Entering Unmasked Estep 
Score: -11231091.000000 Penalty: 5719.435059
	Iteration 63F: 3 clusters Score -1.123109e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (37753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Entering Unmasked Estep 
Score: -3843069.000000 Penalty: 2613.627441
	Iteration 0F: 2 clusters Score -3843069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -3817376.750000 Penalty: 5227.254883
	Iteration 0F: 3 clusters Score -3817377 nChanged 17237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -3827337.250000 Penalty: 5227.254883
	Iteration 1F: 3 clusters Score -3827337 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -3828464.750000 Penalty: 5227.254883
	Iteration 2F: 3 clusters Score -3828465 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -3829629.750000 Penalty: 5227.254883
	Iteration 3F: 3 clusters Score -3829630 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -3830739.750000 Penalty: 5227.254883
	Iteration 4F: 3 clusters Score -3830740 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -3831851.500000 Penalty: 5227.254883
	Iteration 5F: 3 clusters Score -3831852 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -3833079.000000 Penalty: 5227.254883
	Iteration 6F: 3 clusters Score -3833079 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -3834388.500000 Penalty: 5227.254883
	Iteration 7F: 3 clusters Score -3834388 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -3835657.000000 Penalty: 5227.254883
	Iteration 8F: 3 clusters Score -3835657 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -3836753.250000 Penalty: 5227.254883
	Iteration 9Q: 3 clusters Score -3836753 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -3837563.500000 Penalty: 5227.254883
	Iteration 10Q: 3 clusters Score -3837564 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -3838171.750000 Penalty: 5227.254883
	Iteration 11Q: 3 clusters Score -3838172 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -3838592.750000 Penalty: 5227.254883
	Iteration 12Q: 3 clusters Score -3838593 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -3838985.250000 Penalty: 5227.254883
	Iteration 13Q: 3 clusters Score -3838985 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -3839361.000000 Penalty: 5227.254883
	Iteration 14Q: 3 clusters Score -3839361 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -3839688.000000 Penalty: 5227.254883
	Iteration 15Q: 3 clusters Score -3839688 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -3839909.250000 Penalty: 5227.254883
	Iteration 16Q: 3 clusters Score -3839909 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -3840126.000000 Penalty: 5227.254883
	Iteration 17Q: 3 clusters Score -3840126 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -3840251.000000 Penalty: 5227.254883
	Iteration 18Q: 3 clusters Score -3840251 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -3840330.000000 Penalty: 5227.254883
	Iteration 19Q: 3 clusters Score -3840330 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -3840427.500000 Penalty: 5227.254883
	Iteration 20F: 3 clusters Score -3840428 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -3840496.000000 Penalty: 5227.254883
	Iteration 21Q: 3 clusters Score -3840496 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -3840566.500000 Penalty: 5227.254883
	Iteration 22Q: 3 clusters Score -3840566 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -3840617.750000 Penalty: 5227.254883
	Iteration 23Q: 3 clusters Score -3840618 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -3840679.500000 Penalty: 5227.254883
	Iteration 24Q: 3 clusters Score -3840680 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -3840757.750000 Penalty: 5227.254883
	Iteration 25Q: 3 clusters Score -3840758 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -3840806.000000 Penalty: 5227.254883
	Iteration 26Q: 3 clusters Score -3840806 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -3840847.500000 Penalty: 5227.254883
	Iteration 27Q: 3 clusters Score -3840848 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -3840887.750000 Penalty: 5227.254883
	Iteration 28Q: 3 clusters Score -3840888 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -3840936.000000 Penalty: 5227.254883
	Iteration 29Q: 3 clusters Score -3840936 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -3840961.250000 Penalty: 5227.254883
	Iteration 30Q: 3 clusters Score -3840961 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -3840994.250000 Penalty: 5227.254883
	Iteration 31Q: 3 clusters Score -3840994 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 31331 members 
Entering Unmasked Estep 
Score: -3841016.000000 Penalty: 5227.254883
	Iteration 32Q: 3 clusters Score -3841016 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 31484 members 
Entering Unmasked Estep 
Score: -3841056.500000 Penalty: 5227.254883
	Iteration 33Q: 3 clusters Score -3841056 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
Score: -3841086.000000 Penalty: 5227.254883
	Iteration 34Q: 3 clusters Score -3841086 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -3841125.750000 Penalty: 5227.254883
	Iteration 35Q: 3 clusters Score -3841126 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
Score: -3841158.750000 Penalty: 5227.254883
	Iteration 36Q: 3 clusters Score -3841159 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -3841185.000000 Penalty: 5227.254883
	Iteration 37Q: 3 clusters Score -3841185 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
Score: -3841216.500000 Penalty: 5227.254883
	Iteration 38Q: 3 clusters Score -3841216 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -3841247.750000 Penalty: 5227.254883
	Iteration 39Q: 3 clusters Score -3841248 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -3841277.500000 Penalty: 5227.254883
	Iteration 40F: 3 clusters Score -3841278 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -3841297.500000 Penalty: 5227.254883
	Iteration 41Q: 3 clusters Score -3841298 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -3841324.500000 Penalty: 5227.254883
	Iteration 42Q: 3 clusters Score -3841324 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -3841327.750000 Penalty: 5227.254883
	Iteration 43Q: 3 clusters Score -3841328 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
Score: -3841350.750000 Penalty: 5227.254883
	Iteration 44Q: 3 clusters Score -3841351 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -3841368.500000 Penalty: 5227.254883
	Iteration 45Q: 3 clusters Score -3841368 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -3841375.250000 Penalty: 5227.254883
	Iteration 46Q: 3 clusters Score -3841375 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
Score: -3841394.000000 Penalty: 5227.254883
	Iteration 47Q: 3 clusters Score -3841394 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 33206 members 
Entering Unmasked Estep 
Score: -3841405.250000 Penalty: 5227.254883
	Iteration 48Q: 3 clusters Score -3841405 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 33263 members 
Entering Unmasked Estep 
Score: -3841407.750000 Penalty: 5227.254883
	Iteration 49Q: 3 clusters Score -3841408 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -3841429.750000 Penalty: 5227.254883
	Iteration 50Q: 3 clusters Score -3841430 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 33378 members 
Entering Unmasked Estep 
Score: -3841448.750000 Penalty: 5227.254883
	Iteration 51Q: 3 clusters Score -3841449 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -3841443.250000 Penalty: 5227.254883
	Iteration 52Q: 3 clusters Score -3841443 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -3841460.000000 Penalty: 5227.254883
	Iteration 53Q: 3 clusters Score -3841460 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -3841473.250000 Penalty: 5227.254883
	Iteration 54Q: 3 clusters Score -3841473 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
Score: -3841481.250000 Penalty: 5227.254883
	Iteration 55Q: 3 clusters Score -3841481 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -3841498.500000 Penalty: 5227.254883
	Iteration 56Q: 3 clusters Score -3841498 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 33736 members 
Entering Unmasked Estep 
Score: -3841507.000000 Penalty: 5227.254883
	Iteration 57Q: 3 clusters Score -3841507 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -3841516.750000 Penalty: 5227.254883
	Iteration 58Q: 3 clusters Score -3841517 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
Score: -3841526.000000 Penalty: 5227.254883
	Iteration 59Q: 3 clusters Score -3841526 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 33838 members 
Entering Unmasked Estep 
Score: -3841520.500000 Penalty: 5227.254883
	Iteration 60F: 3 clusters Score -3841520 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -3841530.750000 Penalty: 5227.254883
	Iteration 61Q: 3 clusters Score -3841531 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -3841533.000000 Penalty: 5227.254883
	Iteration 62Q: 3 clusters Score -3841533 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 33917 members 
Entering Unmasked Estep 
Score: -3841542.500000 Penalty: 5227.254883
	Iteration 63Q: 3 clusters Score -3841542 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -3841534.750000 Penalty: 5227.254883
	Iteration 64Q: 3 clusters Score -3841535 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
Score: -3841540.250000 Penalty: 5227.254883
	Iteration 65Q: 3 clusters Score -3841540 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -3841548.500000 Penalty: 5227.254883
	Iteration 66Q: 3 clusters Score -3841548 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -3841539.750000 Penalty: 5227.254883
	Iteration 67Q: 3 clusters Score -3841540 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 34041 members 
Entering Unmasked Estep 
Score: -3841547.000000 Penalty: 5227.254883
	Iteration 68Q: 3 clusters Score -3841547 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -3841556.000000 Penalty: 5227.254883
	Iteration 69Q: 3 clusters Score -3841556 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -3841566.250000 Penalty: 5227.254883
	Iteration 70Q: 3 clusters Score -3841566 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 34139 members 
Entering Unmasked Estep 
Score: -3841567.750000 Penalty: 5227.254883
	Iteration 71Q: 3 clusters Score -3841568 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -3841576.750000 Penalty: 5227.254883
	Iteration 72Q: 3 clusters Score -3841577 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -3841586.750000 Penalty: 5227.254883
	Iteration 73Q: 3 clusters Score -3841587 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -3841590.500000 Penalty: 5227.254883
	Iteration 74Q: 3 clusters Score -3841590 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -3841588.750000 Penalty: 5227.254883
	Iteration 75Q: 3 clusters Score -3841589 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -3841591.750000 Penalty: 5227.254883
	Iteration 76Q: 3 clusters Score -3841592 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
Score: -3841590.000000 Penalty: 5227.254883
	Iteration 77Q: 3 clusters Score -3841590 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 34321 members 
Entering Unmasked Estep 
Score: -3841593.000000 Penalty: 5227.254883
	Iteration 78Q: 3 clusters Score -3841593 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 34345 members 
Entering Unmasked Estep 
Score: -3841598.250000 Penalty: 5227.254883
	Iteration 79Q: 3 clusters Score -3841598 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -3841603.250000 Penalty: 5227.254883
	Iteration 80F: 3 clusters Score -3841603 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -3841599.250000 Penalty: 5227.254883
	Iteration 81Q: 3 clusters Score -3841599 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
Score: -3841616.750000 Penalty: 5227.254883
	Iteration 82Q: 3 clusters Score -3841617 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
Score: -3841623.250000 Penalty: 5227.254883
	Iteration 83Q: 3 clusters Score -3841623 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -3841627.000000 Penalty: 5227.254883
	Iteration 84Q: 3 clusters Score -3841627 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -3841643.750000 Penalty: 5227.254883
	Iteration 85Q: 3 clusters Score -3841644 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -3841653.000000 Penalty: 5227.254883
	Iteration 86Q: 3 clusters Score -3841653 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -3841656.250000 Penalty: 5227.254883
	Iteration 87Q: 3 clusters Score -3841656 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -3841661.000000 Penalty: 5227.254883
	Iteration 88Q: 3 clusters Score -3841661 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -3841683.000000 Penalty: 5227.254883
	Iteration 89Q: 3 clusters Score -3841683 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -3841694.250000 Penalty: 5227.254883
	Iteration 90Q: 3 clusters Score -3841694 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -3841707.500000 Penalty: 5227.254883
	Iteration 91Q: 3 clusters Score -3841708 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -3841721.500000 Penalty: 5227.254883
	Iteration 92Q: 3 clusters Score -3841722 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 34800 members 
Entering Unmasked Estep 
Score: -3841739.500000 Penalty: 5227.254883
	Iteration 93Q: 3 clusters Score -3841740 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 34847 members 
Entering Unmasked Estep 
Score: -3841759.500000 Penalty: 5227.254883
	Iteration 94Q: 3 clusters Score -3841760 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 34896 members 
Entering Unmasked Estep 
Score: -3841790.750000 Penalty: 5227.254883
	Iteration 95Q: 3 clusters Score -3841791 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -3841833.750000 Penalty: 5227.254883
	Iteration 96Q: 3 clusters Score -3841834 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -3841881.250000 Penalty: 5227.254883
	Iteration 97Q: 3 clusters Score -3841881 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 35074 members 
Entering Unmasked Estep 
Score: -3841944.250000 Penalty: 5227.254883
	Iteration 98Q: 3 clusters Score -3841944 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 35128 members 
Entering Unmasked Estep 
Score: -3841975.250000 Penalty: 5227.254883
	Iteration 99Q: 3 clusters Score -3841975 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 35181 members 
Entering Unmasked Estep 
Score: -3842000.000000 Penalty: 5227.254883
	Iteration 100F: 3 clusters Score -3842000 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 35225 members 
Entering Unmasked Estep 
Score: -3842032.000000 Penalty: 5227.254883
	Iteration 101Q: 3 clusters Score -3842032 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -3842049.750000 Penalty: 5227.254883
	Iteration 102Q: 3 clusters Score -3842050 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 35266 members 
Entering Unmasked Estep 
Score: -3842071.750000 Penalty: 5227.254883
	Iteration 103Q: 3 clusters Score -3842072 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 35291 members 
Entering Unmasked Estep 
Score: -3842085.250000 Penalty: 5227.254883
	Iteration 104Q: 3 clusters Score -3842085 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 35301 members 
Entering Unmasked Estep 
Score: -3842096.000000 Penalty: 5227.254883
	Iteration 105Q: 3 clusters Score -3842096 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -3842100.000000 Penalty: 5227.254883
	Iteration 106Q: 3 clusters Score -3842100 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -3842103.250000 Penalty: 5227.254883
	Iteration 107Q: 3 clusters Score -3842103 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -3842112.750000 Penalty: 5227.254883
	Iteration 108Q: 3 clusters Score -3842113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -3842107.250000 Penalty: 5227.254883
	Iteration 109Q: 3 clusters Score -3842107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -3842110.750000 Penalty: 5227.254883
	Iteration 110Q: 3 clusters Score -3842111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -3842119.250000 Penalty: 5227.254883
	Iteration 111Q: 3 clusters Score -3842119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 35299 members 
Entering Unmasked Estep 
Score: -3842123.500000 Penalty: 5227.254883
	Iteration 112Q: 3 clusters Score -3842124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
Score: -3842130.750000 Penalty: 5227.254883
	Iteration 113Q: 3 clusters Score -3842131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -3842132.500000 Penalty: 5227.254883
	Iteration 114Q: 3 clusters Score -3842132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -3842126.250000 Penalty: 5227.254883
	Iteration 115Q: 3 clusters Score -3842126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -3842123.500000 Penalty: 5227.254883
	Iteration 116Q: 3 clusters Score -3842124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -3842128.750000 Penalty: 5227.254883
	Iteration 117Q: 3 clusters Score -3842129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -3842134.250000 Penalty: 5227.254883
	Iteration 118Q: 3 clusters Score -3842134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 35299 members 
Entering Unmasked Estep 
Score: -3842129.500000 Penalty: 5227.254883
	Iteration 119Q: 3 clusters Score -3842130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -3842125.250000 Penalty: 5227.254883
	Iteration 120F: 3 clusters Score -3842125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -3842120.750000 Penalty: 5227.254883
	Iteration 121Q: 3 clusters Score -3842121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 35301 members 
Entering Unmasked Estep 
Score: -3842125.750000 Penalty: 5227.254883
	Iteration 122Q: 3 clusters Score -3842126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 35301 members 
Entering Unmasked Estep 
Score: -3842125.750000 Penalty: 5227.254883
	Iteration 123F: 3 clusters Score -3842126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Entering Unmasked Estep 
Score: -1515373.125000 Penalty: 2362.689697
	Iteration 0F: 2 clusters Score -1515373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1505277.875000 Penalty: 4725.379395
	Iteration 0F: 3 clusters Score -1505278 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1508360.625000 Penalty: 4725.379395
	Iteration 1F: 3 clusters Score -1508361 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1508626.750000 Penalty: 4725.379395
	Iteration 2F: 3 clusters Score -1508627 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1508816.875000 Penalty: 4725.379395
	Iteration 3Q: 3 clusters Score -1508817 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1509017.625000 Penalty: 4725.379395
	Iteration 4Q: 3 clusters Score -1509018 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1509275.750000 Penalty: 4725.379395
	Iteration 5Q: 3 clusters Score -1509276 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1509603.375000 Penalty: 4725.379395
	Iteration 6Q: 3 clusters Score -1509603 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1510060.375000 Penalty: 4725.379395
	Iteration 7F: 3 clusters Score -1510060 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1510637.375000 Penalty: 4725.379395
	Iteration 8F: 3 clusters Score -1510637 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1511294.625000 Penalty: 4725.379395
	Iteration 9F: 3 clusters Score -1511295 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1511906.000000 Penalty: 4725.379395
	Iteration 10F: 3 clusters Score -1511906 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1512334.500000 Penalty: 4725.379395
	Iteration 11Q: 3 clusters Score -1512334 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1512688.000000 Penalty: 4725.379395
	Iteration 12Q: 3 clusters Score -1512688 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1512915.375000 Penalty: 4725.379395
	Iteration 13Q: 3 clusters Score -1512915 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1513046.125000 Penalty: 4725.379395
	Iteration 14Q: 3 clusters Score -1513046 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1513126.625000 Penalty: 4725.379395
	Iteration 15Q: 3 clusters Score -1513127 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1513197.125000 Penalty: 4725.379395
	Iteration 16Q: 3 clusters Score -1513197 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1513237.125000 Penalty: 4725.379395
	Iteration 17Q: 3 clusters Score -1513237 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -1513263.625000 Penalty: 4725.379395
	Iteration 18Q: 3 clusters Score -1513264 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -1513283.375000 Penalty: 4725.379395
	Iteration 19Q: 3 clusters Score -1513283 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1513295.500000 Penalty: 4725.379395
	Iteration 20F: 3 clusters Score -1513296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -1513311.125000 Penalty: 4725.379395
	Iteration 21Q: 3 clusters Score -1513311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1513317.750000 Penalty: 4725.379395
	Iteration 22Q: 3 clusters Score -1513318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1513324.250000 Penalty: 4725.379395
	Iteration 23Q: 3 clusters Score -1513324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -1513330.875000 Penalty: 4725.379395
	Iteration 24Q: 3 clusters Score -1513331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -1513331.625000 Penalty: 4725.379395
	Iteration 25Q: 3 clusters Score -1513332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -1513331.500000 Penalty: 4725.379395
	Iteration 26Q: 3 clusters Score -1513332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -1513334.125000 Penalty: 4725.379395
	Iteration 27Q: 3 clusters Score -1513334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -1513337.875000 Penalty: 4725.379395
	Iteration 28Q: 3 clusters Score -1513338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1513337.875000 Penalty: 4725.379395
	Iteration 29Q: 3 clusters Score -1513338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1513339.625000 Penalty: 4725.379395
	Iteration 30Q: 3 clusters Score -1513340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1513339.625000 Penalty: 4725.379395
	Iteration 31F: 3 clusters Score -1513340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Entering Unmasked Estep 
Score: -828109.437500 Penalty: 2216.201904
	Iteration 0F: 2 clusters Score -828109.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -821977.875000 Penalty: 4432.403809
	Iteration 0F: 3 clusters Score -821977.9 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -823679.375000 Penalty: 4432.403809
	Iteration 1F: 3 clusters Score -823679.4 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -823953.937500 Penalty: 4432.403809
	Iteration 2F: 3 clusters Score -823953.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -824145.687500 Penalty: 4432.403809
	Iteration 3Q: 3 clusters Score -824145.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -824322.937500 Penalty: 4432.403809
	Iteration 4Q: 3 clusters Score -824322.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -824492.937500 Penalty: 4432.403809
	Iteration 5Q: 3 clusters Score -824492.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -824634.062500 Penalty: 4432.403809
	Iteration 6Q: 3 clusters Score -824634.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -824761.562500 Penalty: 4432.403809
	Iteration 7Q: 3 clusters Score -824761.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -824885.437500 Penalty: 4432.403809
	Iteration 8Q: 3 clusters Score -824885.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -825016.187500 Penalty: 4432.403809
	Iteration 9Q: 3 clusters Score -825016.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -825120.625000 Penalty: 4432.403809
	Iteration 10Q: 3 clusters Score -825120.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -825201.125000 Penalty: 4432.403809
	Iteration 11Q: 3 clusters Score -825201.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -825260.625000 Penalty: 4432.403809
	Iteration 12Q: 3 clusters Score -825260.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -825301.625000 Penalty: 4432.403809
	Iteration 13Q: 3 clusters Score -825301.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -825330.125000 Penalty: 4432.403809
	Iteration 14Q: 3 clusters Score -825330.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -825373.375000 Penalty: 4432.403809
	Iteration 15Q: 3 clusters Score -825373.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -825410.562500 Penalty: 4432.403809
	Iteration 16Q: 3 clusters Score -825410.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -825441.750000 Penalty: 4432.403809
	Iteration 17Q: 3 clusters Score -825441.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -825463.812500 Penalty: 4432.403809
	Iteration 18Q: 3 clusters Score -825463.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -825479.875000 Penalty: 4432.403809
	Iteration 19Q: 3 clusters Score -825479.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -825491.500000 Penalty: 4432.403809
	Iteration 20F: 3 clusters Score -825491.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -825505.250000 Penalty: 4432.403809
	Iteration 21Q: 3 clusters Score -825505.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -825514.750000 Penalty: 4432.403809
	Iteration 22Q: 3 clusters Score -825514.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -825523.937500 Penalty: 4432.403809
	Iteration 23Q: 3 clusters Score -825523.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -825528.562500 Penalty: 4432.403809
	Iteration 24Q: 3 clusters Score -825528.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -825534.750000 Penalty: 4432.403809
	Iteration 25Q: 3 clusters Score -825534.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -825543.875000 Penalty: 4432.403809
	Iteration 26Q: 3 clusters Score -825543.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -825549.750000 Penalty: 4432.403809
	Iteration 27Q: 3 clusters Score -825549.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -825559.125000 Penalty: 4432.403809
	Iteration 28Q: 3 clusters Score -825559.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -825564.250000 Penalty: 4432.403809
	Iteration 29Q: 3 clusters Score -825564.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -825573.875000 Penalty: 4432.403809
	Iteration 30Q: 3 clusters Score -825573.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -825584.875000 Penalty: 4432.403809
	Iteration 31Q: 3 clusters Score -825584.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -825593.375000 Penalty: 4432.403809
	Iteration 32Q: 3 clusters Score -825593.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -825608.437500 Penalty: 4432.403809
	Iteration 33Q: 3 clusters Score -825608.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -825625.812500 Penalty: 4432.403809
	Iteration 34Q: 3 clusters Score -825625.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -825638.937500 Penalty: 4432.403809
	Iteration 35Q: 3 clusters Score -825638.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -825656.312500 Penalty: 4432.403809
	Iteration 36Q: 3 clusters Score -825656.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -825676.000000 Penalty: 4432.403809
	Iteration 37Q: 3 clusters Score -825676 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -825699.625000 Penalty: 4432.403809
	Iteration 38Q: 3 clusters Score -825699.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -825724.000000 Penalty: 4432.403809
	Iteration 39Q: 3 clusters Score -825724 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -825749.687500 Penalty: 4432.403809
	Iteration 40F: 3 clusters Score -825749.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -825788.875000 Penalty: 4432.403809
	Iteration 41Q: 3 clusters Score -825788.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -825845.687500 Penalty: 4432.403809
	Iteration 42Q: 3 clusters Score -825845.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -825942.687500 Penalty: 4432.403809
	Iteration 43Q: 3 clusters Score -825942.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -826070.437500 Penalty: 4432.403809
	Iteration 44Q: 3 clusters Score -826070.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -826308.062500 Penalty: 4432.403809
	Iteration 45Q: 3 clusters Score -826308.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -826675.812500 Penalty: 4432.403809
	Iteration 46Q: 3 clusters Score -826675.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -827242.687500 Penalty: 4432.403809
	Iteration 47Q: 3 clusters Score -827242.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -827877.500000 Penalty: 4432.403809
	Iteration 48Q: 3 clusters Score -827877.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -828166.500000 Penalty: 4432.403809
	Iteration 49Q: 3 clusters Score -828166.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -828261.750000 Penalty: 4432.403809
	Iteration 50Q: 3 clusters Score -828261.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -828307.625000 Penalty: 4432.403809
	Iteration 51Q: 3 clusters Score -828307.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -828326.187500 Penalty: 4432.403809
	Iteration 52Q: 3 clusters Score -828326.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -828342.625000 Penalty: 4432.403809
	Iteration 53Q: 3 clusters Score -828342.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -828355.875000 Penalty: 4432.403809
	Iteration 54Q: 3 clusters Score -828355.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -828363.562500 Penalty: 4432.403809
	Iteration 55Q: 3 clusters Score -828363.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -828366.250000 Penalty: 4432.403809
	Iteration 56Q: 3 clusters Score -828366.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -828366.562500 Penalty: 4432.403809
	Iteration 57Q: 3 clusters Score -828366.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -828367.000000 Penalty: 4432.403809
	Iteration 58Q: 3 clusters Score -828367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -828366.937500 Penalty: 4432.403809
	Iteration 59Q: 3 clusters Score -828366.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -828369.937500 Penalty: 4432.403809
	Iteration 60F: 3 clusters Score -828369.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -828370.625000 Penalty: 4432.403809
	Iteration 61Q: 3 clusters Score -828370.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -828369.437500 Penalty: 4432.403809
	Iteration 62Q: 3 clusters Score -828369.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -828369.437500 Penalty: 4432.403809
	Iteration 63F: 3 clusters Score -828369.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 21616 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101836 members 
Mstep: Class 5 contains 37753 members 
Mstep: Class 6 contains 13725 members 
Mstep: Class 7 contains 3748 members 
Mstep: Class 8 contains 183546 members 
Mstep: Class 9 contains 15391 members 
Mstep: Class 10 contains 7202 members 
Mstep: Class 11 contains 17756 members 
Mstep: Class 12 contains 7010 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75126 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13446 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37635 members 
Mstep: Class 20 contains 2035 members 
Mstep: Class 21 contains 139207 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13158 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8132 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4244 members 
Mstep: Class 28 contains 25447 members 
Mstep: Class 29 contains 5759 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20445 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144943 members 
Mstep: Class 35 contains 26321 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 30292 members 
Mstep: Class 38 contains 27265 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8734 members 
Mstep: Class 46 contains 16118 members 
Mstep: Class 47 contains 30049 members 
Mstep: Class 48 contains 12019 members 
Mstep: Class 49 contains 3511 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Mstep: Class 53 contains 3855 members 
Entering Unmasked Estep 
Score: -115175560.000000 Penalty: 182896.359375
Splitting cluster 7 changes total score from -115176112.000000 to -115175560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (183546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183546 members 
Entering Unmasked Estep 
Score: -20425126.000000 Penalty: 3005.814697
	Iteration 0F: 2 clusters Score -2.042513e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91869 members 
Mstep: Class 2 contains 91677 members 
Entering Unmasked Estep 
Score: -20310952.000000 Penalty: 6011.629395
	Iteration 0F: 3 clusters Score -2.031095e+07 nChanged 87982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92223 members 
Mstep: Class 2 contains 91323 members 
Entering Unmasked Estep 
Score: -20362044.000000 Penalty: 6011.629395
	Iteration 1F: 3 clusters Score -2.036204e+07 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91945 members 
Mstep: Class 2 contains 91601 members 
Entering Unmasked Estep 
Score: -20363306.000000 Penalty: 6011.629395
	Iteration 2Q: 3 clusters Score -2.036331e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91499 members 
Mstep: Class 2 contains 92047 members 
Entering Unmasked Estep 
Score: -20364630.000000 Penalty: 6011.629395
	Iteration 3Q: 3 clusters Score -2.036463e+07 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90714 members 
Mstep: Class 2 contains 92832 members 
Entering Unmasked Estep 
Score: -20366226.000000 Penalty: 6011.629395
	Iteration 4Q: 3 clusters Score -2.036623e+07 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89594 members 
Mstep: Class 2 contains 93952 members 
Entering Unmasked Estep 
Score: -20368108.000000 Penalty: 6011.629395
	Iteration 5Q: 3 clusters Score -2.036811e+07 nChanged 6824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87872 members 
Mstep: Class 2 contains 95674 members 
Entering Unmasked Estep 
Score: -20370348.000000 Penalty: 6011.629395
	Iteration 6Q: 3 clusters Score -2.037035e+07 nChanged 7180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85414 members 
Mstep: Class 2 contains 98132 members 
Entering Unmasked Estep 
Score: -20372820.000000 Penalty: 6011.629395
	Iteration 7Q: 3 clusters Score -2.037282e+07 nChanged 7798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81974 members 
Mstep: Class 2 contains 101572 members 
Entering Unmasked Estep 
Score: -20375974.000000 Penalty: 6011.629395
	Iteration 8Q: 3 clusters Score -2.037597e+07 nChanged 8703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77321 members 
Mstep: Class 2 contains 106225 members 
Entering Unmasked Estep 
Score: -20380152.000000 Penalty: 6011.629395
	Iteration 9Q: 3 clusters Score -2.038015e+07 nChanged 9385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71724 members 
Mstep: Class 2 contains 111822 members 
Entering Unmasked Estep 
Score: -20385746.000000 Penalty: 6011.629395
	Iteration 10F: 3 clusters Score -2.038575e+07 nChanged 9771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65675 members 
Mstep: Class 2 contains 117871 members 
Entering Unmasked Estep 
Score: -20392372.000000 Penalty: 6011.629395
	Iteration 11F: 3 clusters Score -2.039237e+07 nChanged 9325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60048 members 
Mstep: Class 2 contains 123498 members 
Entering Unmasked Estep 
Score: -20398234.000000 Penalty: 6011.629395
	Iteration 12F: 3 clusters Score -2.039823e+07 nChanged 7772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55168 members 
Mstep: Class 2 contains 128378 members 
Entering Unmasked Estep 
Score: -20402422.000000 Penalty: 6011.629395
	Iteration 13Q: 3 clusters Score -2.040242e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50648 members 
Mstep: Class 2 contains 132898 members 
Entering Unmasked Estep 
Score: -20404864.000000 Penalty: 6011.629395
	Iteration 14Q: 3 clusters Score -2.040486e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46206 members 
Mstep: Class 2 contains 137340 members 
Entering Unmasked Estep 
Score: -20406540.000000 Penalty: 6011.629395
	Iteration 15Q: 3 clusters Score -2.040654e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 141856 members 
Entering Unmasked Estep 
Score: -20408300.000000 Penalty: 6011.629395
	Iteration 16Q: 3 clusters Score -2.04083e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37051 members 
Mstep: Class 2 contains 146495 members 
Entering Unmasked Estep 
Score: -20410106.000000 Penalty: 6011.629395
	Iteration 17Q: 3 clusters Score -2.041011e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 151139 members 
Entering Unmasked Estep 
Score: -20412082.000000 Penalty: 6011.629395
	Iteration 18Q: 3 clusters Score -2.041208e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 155740 members 
Entering Unmasked Estep 
Score: -20414074.000000 Penalty: 6011.629395
	Iteration 19Q: 3 clusters Score -2.041407e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 160129 members 
Entering Unmasked Estep 
Score: -20415704.000000 Penalty: 6011.629395
	Iteration 20F: 3 clusters Score -2.04157e+07 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 164371 members 
Entering Unmasked Estep 
Score: -20417226.000000 Penalty: 6011.629395
	Iteration 21Q: 3 clusters Score -2.041723e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 168288 members 
Entering Unmasked Estep 
Score: -20418536.000000 Penalty: 6011.629395
	Iteration 22Q: 3 clusters Score -2.041854e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 171662 members 
Entering Unmasked Estep 
Score: -20419764.000000 Penalty: 6011.629395
	Iteration 23Q: 3 clusters Score -2.041976e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 174331 members 
Entering Unmasked Estep 
Score: -20420462.000000 Penalty: 6011.629395
	Iteration 24Q: 3 clusters Score -2.042046e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 176406 members 
Entering Unmasked Estep 
Score: -20421084.000000 Penalty: 6011.629395
	Iteration 25Q: 3 clusters Score -2.042108e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 177981 members 
Entering Unmasked Estep 
Score: -20421538.000000 Penalty: 6011.629395
	Iteration 26Q: 3 clusters Score -2.042154e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 179173 members 
Entering Unmasked Estep 
Score: -20421890.000000 Penalty: 6011.629395
	Iteration 27Q: 3 clusters Score -2.042189e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 180051 members 
Entering Unmasked Estep 
Score: -20422168.000000 Penalty: 6011.629395
	Iteration 28Q: 3 clusters Score -2.042217e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 180657 members 
Entering Unmasked Estep 
Score: -20422322.000000 Penalty: 6011.629395
	Iteration 29Q: 3 clusters Score -2.042232e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 181085 members 
Entering Unmasked Estep 
Score: -20422418.000000 Penalty: 6011.629395
	Iteration 30Q: 3 clusters Score -2.042242e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 181378 members 
Entering Unmasked Estep 
Score: -20422486.000000 Penalty: 6011.629395
	Iteration 31Q: 3 clusters Score -2.042249e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 181621 members 
Entering Unmasked Estep 
Score: -20422534.000000 Penalty: 6011.629395
	Iteration 32Q: 3 clusters Score -2.042253e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 181806 members 
Entering Unmasked Estep 
Score: -20422560.000000 Penalty: 6011.629395
	Iteration 33Q: 3 clusters Score -2.042256e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 181936 members 
Entering Unmasked Estep 
Score: -20422602.000000 Penalty: 6011.629395
	Iteration 34Q: 3 clusters Score -2.04226e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 182044 members 
Entering Unmasked Estep 
Score: -20422638.000000 Penalty: 6011.629395
	Iteration 35Q: 3 clusters Score -2.042264e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 182126 members 
Entering Unmasked Estep 
Score: -20422724.000000 Penalty: 6011.629395
	Iteration 36Q: 3 clusters Score -2.042272e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 182202 members 
Entering Unmasked Estep 
Score: -20422754.000000 Penalty: 6011.629395
	Iteration 37Q: 3 clusters Score -2.042275e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 182276 members 
Entering Unmasked Estep 
Score: -20422822.000000 Penalty: 6011.629395
	Iteration 38Q: 3 clusters Score -2.042282e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 182349 members 
Entering Unmasked Estep 
Score: -20422816.000000 Penalty: 6011.629395
	Iteration 39Q: 3 clusters Score -2.042282e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 182394 members 
Entering Unmasked Estep 
Score: -20422810.000000 Penalty: 6011.629395
	Iteration 40F: 3 clusters Score -2.042281e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 182430 members 
Entering Unmasked Estep 
Score: -20422814.000000 Penalty: 6011.629395
	Iteration 41Q: 3 clusters Score -2.042281e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 182458 members 
Entering Unmasked Estep 
Score: -20422824.000000 Penalty: 6011.629395
	Iteration 42Q: 3 clusters Score -2.042282e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 182469 members 
Entering Unmasked Estep 
Score: -20422814.000000 Penalty: 6011.629395
	Iteration 43Q: 3 clusters Score -2.042281e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 182486 members 
Entering Unmasked Estep 
Score: -20422808.000000 Penalty: 6011.629395
	Iteration 44Q: 3 clusters Score -2.042281e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 182501 members 
Entering Unmasked Estep 
Score: -20422806.000000 Penalty: 6011.629395
	Iteration 45Q: 3 clusters Score -2.042281e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 182514 members 
Entering Unmasked Estep 
Score: -20422808.000000 Penalty: 6011.629395
	Iteration 46Q: 3 clusters Score -2.042281e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 182525 members 
Entering Unmasked Estep 
Score: -20422818.000000 Penalty: 6011.629395
	Iteration 47Q: 3 clusters Score -2.042282e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 182534 members 
Entering Unmasked Estep 
Score: -20422826.000000 Penalty: 6011.629395
	Iteration 48Q: 3 clusters Score -2.042283e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 182539 members 
Entering Unmasked Estep 
Score: -20422810.000000 Penalty: 6011.629395
	Iteration 49Q: 3 clusters Score -2.042281e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 182542 members 
Entering Unmasked Estep 
Score: -20422828.000000 Penalty: 6011.629395
	Iteration 50Q: 3 clusters Score -2.042283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 182544 members 
Entering Unmasked Estep 
Score: -20422814.000000 Penalty: 6011.629395
	Iteration 51Q: 3 clusters Score -2.042281e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 182549 members 
Entering Unmasked Estep 
Score: -20422820.000000 Penalty: 6011.629395
	Iteration 52Q: 3 clusters Score -2.042282e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 182551 members 
Entering Unmasked Estep 
Score: -20422816.000000 Penalty: 6011.629395
	Iteration 53Q: 3 clusters Score -2.042282e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 182553 members 
Entering Unmasked Estep 
Score: -20422820.000000 Penalty: 6011.629395
	Iteration 54Q: 3 clusters Score -2.042282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 182556 members 
Entering Unmasked Estep 
Score: -20422818.000000 Penalty: 6011.629395
	Iteration 55Q: 3 clusters Score -2.042282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 182558 members 
Entering Unmasked Estep 
Score: -20422798.000000 Penalty: 6011.629395
	Iteration 56Q: 3 clusters Score -2.04228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 182560 members 
Entering Unmasked Estep 
Score: -20422804.000000 Penalty: 6011.629395
	Iteration 57Q: 3 clusters Score -2.04228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 182559 members 
Entering Unmasked Estep 
Score: -20422804.000000 Penalty: 6011.629395
	Iteration 58Q: 3 clusters Score -2.04228e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 182559 members 
Entering Unmasked Estep 
Score: -20422804.000000 Penalty: 6011.629395
	Iteration 59F: 3 clusters Score -2.04228e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Entering Unmasked Estep 
Score: -1501078.000000 Penalty: 2391.101562
	Iteration 0F: 2 clusters Score -1501078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1489951.875000 Penalty: 4782.203125
	Iteration 0F: 3 clusters Score -1489952 nChanged 6774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1493715.875000 Penalty: 4782.203125
	Iteration 1F: 3 clusters Score -1493716 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1494293.500000 Penalty: 4782.203125
	Iteration 2F: 3 clusters Score -1494294 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1494834.500000 Penalty: 4782.203125
	Iteration 3F: 3 clusters Score -1494834 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1495397.375000 Penalty: 4782.203125
	Iteration 4F: 3 clusters Score -1495397 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1495887.875000 Penalty: 4782.203125
	Iteration 5F: 3 clusters Score -1495888 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1496306.125000 Penalty: 4782.203125
	Iteration 6Q: 3 clusters Score -1496306 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1496675.625000 Penalty: 4782.203125
	Iteration 7Q: 3 clusters Score -1496676 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1497009.125000 Penalty: 4782.203125
	Iteration 8Q: 3 clusters Score -1497009 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1497293.625000 Penalty: 4782.203125
	Iteration 9Q: 3 clusters Score -1497294 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1497546.125000 Penalty: 4782.203125
	Iteration 10Q: 3 clusters Score -1497546 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1497741.625000 Penalty: 4782.203125
	Iteration 11Q: 3 clusters Score -1497742 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1497916.000000 Penalty: 4782.203125
	Iteration 12Q: 3 clusters Score -1497916 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1498038.375000 Penalty: 4782.203125
	Iteration 13Q: 3 clusters Score -1498038 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1498129.750000 Penalty: 4782.203125
	Iteration 14Q: 3 clusters Score -1498130 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1498207.000000 Penalty: 4782.203125
	Iteration 15Q: 3 clusters Score -1498207 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1498281.875000 Penalty: 4782.203125
	Iteration 16Q: 3 clusters Score -1498282 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1498333.375000 Penalty: 4782.203125
	Iteration 17Q: 3 clusters Score -1498333 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1498378.625000 Penalty: 4782.203125
	Iteration 18Q: 3 clusters Score -1498379 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1498435.250000 Penalty: 4782.203125
	Iteration 19Q: 3 clusters Score -1498435 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1498500.500000 Penalty: 4782.203125
	Iteration 20F: 3 clusters Score -1498500 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1498555.250000 Penalty: 4782.203125
	Iteration 21Q: 3 clusters Score -1498555 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1498601.125000 Penalty: 4782.203125
	Iteration 22Q: 3 clusters Score -1498601 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1498646.750000 Penalty: 4782.203125
	Iteration 23Q: 3 clusters Score -1498647 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1498677.250000 Penalty: 4782.203125
	Iteration 24Q: 3 clusters Score -1498677 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1498716.250000 Penalty: 4782.203125
	Iteration 25Q: 3 clusters Score -1498716 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1498744.500000 Penalty: 4782.203125
	Iteration 26Q: 3 clusters Score -1498744 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1498767.500000 Penalty: 4782.203125
	Iteration 27Q: 3 clusters Score -1498768 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1498792.625000 Penalty: 4782.203125
	Iteration 28Q: 3 clusters Score -1498793 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1498817.750000 Penalty: 4782.203125
	Iteration 29Q: 3 clusters Score -1498818 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1498839.000000 Penalty: 4782.203125
	Iteration 30Q: 3 clusters Score -1498839 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1498869.125000 Penalty: 4782.203125
	Iteration 31Q: 3 clusters Score -1498869 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1498887.000000 Penalty: 4782.203125
	Iteration 32Q: 3 clusters Score -1498887 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1498901.500000 Penalty: 4782.203125
	Iteration 33Q: 3 clusters Score -1498902 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1498915.500000 Penalty: 4782.203125
	Iteration 34Q: 3 clusters Score -1498916 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1498933.250000 Penalty: 4782.203125
	Iteration 35Q: 3 clusters Score -1498933 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1498935.625000 Penalty: 4782.203125
	Iteration 36Q: 3 clusters Score -1498936 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1498943.500000 Penalty: 4782.203125
	Iteration 37Q: 3 clusters Score -1498944 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1498954.125000 Penalty: 4782.203125
	Iteration 38Q: 3 clusters Score -1498954 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1498966.625000 Penalty: 4782.203125
	Iteration 39Q: 3 clusters Score -1498967 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1498976.000000 Penalty: 4782.203125
	Iteration 40F: 3 clusters Score -1498976 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1498984.375000 Penalty: 4782.203125
	Iteration 41Q: 3 clusters Score -1498984 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1498994.750000 Penalty: 4782.203125
	Iteration 42Q: 3 clusters Score -1498995 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1498998.125000 Penalty: 4782.203125
	Iteration 43Q: 3 clusters Score -1498998 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1499002.875000 Penalty: 4782.203125
	Iteration 44Q: 3 clusters Score -1499003 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1499009.125000 Penalty: 4782.203125
	Iteration 45Q: 3 clusters Score -1499009 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1499017.500000 Penalty: 4782.203125
	Iteration 46Q: 3 clusters Score -1499018 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1499027.625000 Penalty: 4782.203125
	Iteration 47Q: 3 clusters Score -1499028 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1499031.250000 Penalty: 4782.203125
	Iteration 48Q: 3 clusters Score -1499031 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1499035.500000 Penalty: 4782.203125
	Iteration 49Q: 3 clusters Score -1499036 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1499045.250000 Penalty: 4782.203125
	Iteration 50Q: 3 clusters Score -1499045 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1499052.000000 Penalty: 4782.203125
	Iteration 51Q: 3 clusters Score -1499052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1499056.500000 Penalty: 4782.203125
	Iteration 52Q: 3 clusters Score -1499056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1499063.500000 Penalty: 4782.203125
	Iteration 53Q: 3 clusters Score -1499064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1499071.625000 Penalty: 4782.203125
	Iteration 54Q: 3 clusters Score -1499072 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1499078.125000 Penalty: 4782.203125
	Iteration 55Q: 3 clusters Score -1499078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1499082.250000 Penalty: 4782.203125
	Iteration 56Q: 3 clusters Score -1499082 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1499090.250000 Penalty: 4782.203125
	Iteration 57Q: 3 clusters Score -1499090 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1499099.875000 Penalty: 4782.203125
	Iteration 58Q: 3 clusters Score -1499100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1499104.000000 Penalty: 4782.203125
	Iteration 59Q: 3 clusters Score -1499104 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1499115.625000 Penalty: 4782.203125
	Iteration 60F: 3 clusters Score -1499116 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1499126.500000 Penalty: 4782.203125
	Iteration 61Q: 3 clusters Score -1499126 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1499138.375000 Penalty: 4782.203125
	Iteration 62Q: 3 clusters Score -1499138 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1499149.000000 Penalty: 4782.203125
	Iteration 63Q: 3 clusters Score -1499149 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1499161.000000 Penalty: 4782.203125
	Iteration 64Q: 3 clusters Score -1499161 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1499170.375000 Penalty: 4782.203125
	Iteration 65Q: 3 clusters Score -1499170 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1499174.375000 Penalty: 4782.203125
	Iteration 66Q: 3 clusters Score -1499174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1499181.750000 Penalty: 4782.203125
	Iteration 67Q: 3 clusters Score -1499182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1499184.875000 Penalty: 4782.203125
	Iteration 68Q: 3 clusters Score -1499185 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1499189.500000 Penalty: 4782.203125
	Iteration 69Q: 3 clusters Score -1499190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1499189.000000 Penalty: 4782.203125
	Iteration 70Q: 3 clusters Score -1499189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1499192.125000 Penalty: 4782.203125
	Iteration 71Q: 3 clusters Score -1499192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1499192.750000 Penalty: 4782.203125
	Iteration 72Q: 3 clusters Score -1499193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1499194.750000 Penalty: 4782.203125
	Iteration 73Q: 3 clusters Score -1499195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1499201.500000 Penalty: 4782.203125
	Iteration 74Q: 3 clusters Score -1499202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1499201.875000 Penalty: 4782.203125
	Iteration 75Q: 3 clusters Score -1499202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1499202.625000 Penalty: 4782.203125
	Iteration 76Q: 3 clusters Score -1499203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1499201.250000 Penalty: 4782.203125
	Iteration 77Q: 3 clusters Score -1499201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1499202.250000 Penalty: 4782.203125
	Iteration 78Q: 3 clusters Score -1499202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1499203.125000 Penalty: 4782.203125
	Iteration 79Q: 3 clusters Score -1499203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1499213.250000 Penalty: 4782.203125
	Iteration 80F: 3 clusters Score -1499213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1499214.875000 Penalty: 4782.203125
	Iteration 81Q: 3 clusters Score -1499215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1499216.500000 Penalty: 4782.203125
	Iteration 82Q: 3 clusters Score -1499216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1499218.500000 Penalty: 4782.203125
	Iteration 83Q: 3 clusters Score -1499218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1499221.250000 Penalty: 4782.203125
	Iteration 84Q: 3 clusters Score -1499221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1499228.375000 Penalty: 4782.203125
	Iteration 85Q: 3 clusters Score -1499228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1499227.875000 Penalty: 4782.203125
	Iteration 86Q: 3 clusters Score -1499228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1499229.625000 Penalty: 4782.203125
	Iteration 87Q: 3 clusters Score -1499230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1499231.750000 Penalty: 4782.203125
	Iteration 88Q: 3 clusters Score -1499232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1499236.750000 Penalty: 4782.203125
	Iteration 89Q: 3 clusters Score -1499237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1499237.750000 Penalty: 4782.203125
	Iteration 90Q: 3 clusters Score -1499238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1499241.875000 Penalty: 4782.203125
	Iteration 91Q: 3 clusters Score -1499242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1499242.750000 Penalty: 4782.203125
	Iteration 92Q: 3 clusters Score -1499243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1499245.125000 Penalty: 4782.203125
	Iteration 93Q: 3 clusters Score -1499245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1499249.750000 Penalty: 4782.203125
	Iteration 94Q: 3 clusters Score -1499250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1499252.000000 Penalty: 4782.203125
	Iteration 95Q: 3 clusters Score -1499252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1499252.375000 Penalty: 4782.203125
	Iteration 96Q: 3 clusters Score -1499252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1499257.250000 Penalty: 4782.203125
	Iteration 97Q: 3 clusters Score -1499257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1499261.875000 Penalty: 4782.203125
	Iteration 98Q: 3 clusters Score -1499262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1499267.375000 Penalty: 4782.203125
	Iteration 99Q: 3 clusters Score -1499267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1499268.125000 Penalty: 4782.203125
	Iteration 100F: 3 clusters Score -1499268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1499275.125000 Penalty: 4782.203125
	Iteration 101Q: 3 clusters Score -1499275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1499277.625000 Penalty: 4782.203125
	Iteration 102Q: 3 clusters Score -1499278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1499279.250000 Penalty: 4782.203125
	Iteration 103Q: 3 clusters Score -1499279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1499283.625000 Penalty: 4782.203125
	Iteration 104Q: 3 clusters Score -1499284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1499287.750000 Penalty: 4782.203125
	Iteration 105Q: 3 clusters Score -1499288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1499292.375000 Penalty: 4782.203125
	Iteration 106Q: 3 clusters Score -1499292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1499293.750000 Penalty: 4782.203125
	Iteration 107Q: 3 clusters Score -1499294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1499293.625000 Penalty: 4782.203125
	Iteration 108Q: 3 clusters Score -1499294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1499295.500000 Penalty: 4782.203125
	Iteration 109Q: 3 clusters Score -1499296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1499299.250000 Penalty: 4782.203125
	Iteration 110Q: 3 clusters Score -1499299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1499294.875000 Penalty: 4782.203125
	Iteration 111Q: 3 clusters Score -1499295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1499296.375000 Penalty: 4782.203125
	Iteration 112Q: 3 clusters Score -1499296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1499298.125000 Penalty: 4782.203125
	Iteration 113Q: 3 clusters Score -1499298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1499295.750000 Penalty: 4782.203125
	Iteration 114Q: 3 clusters Score -1499296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1499296.875000 Penalty: 4782.203125
	Iteration 115Q: 3 clusters Score -1499297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1499300.250000 Penalty: 4782.203125
	Iteration 116Q: 3 clusters Score -1499300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1499302.500000 Penalty: 4782.203125
	Iteration 117Q: 3 clusters Score -1499302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1499303.125000 Penalty: 4782.203125
	Iteration 118Q: 3 clusters Score -1499303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1499302.625000 Penalty: 4782.203125
	Iteration 119Q: 3 clusters Score -1499303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1499305.000000 Penalty: 4782.203125
	Iteration 120F: 3 clusters Score -1499305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Entering Unmasked Estep 
Score: -740671.625000 Penalty: 2202.764404
	Iteration 0F: 2 clusters Score -740671.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -734730.250000 Penalty: 4405.528809
	Iteration 0F: 3 clusters Score -734730.2 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -736541.312500 Penalty: 4405.528809
	Iteration 1F: 3 clusters Score -736541.3 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -737083.687500 Penalty: 4405.528809
	Iteration 2F: 3 clusters Score -737083.7 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -737723.625000 Penalty: 4405.528809
	Iteration 3F: 3 clusters Score -737723.6 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -738380.750000 Penalty: 4405.528809
	Iteration 4F: 3 clusters Score -738380.8 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -738887.750000 Penalty: 4405.528809
	Iteration 5F: 3 clusters Score -738887.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -739175.000000 Penalty: 4405.528809
	Iteration 6F: 3 clusters Score -739175 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -739338.000000 Penalty: 4405.528809
	Iteration 7Q: 3 clusters Score -739338 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -739446.500000 Penalty: 4405.528809
	Iteration 8Q: 3 clusters Score -739446.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -739514.937500 Penalty: 4405.528809
	Iteration 9Q: 3 clusters Score -739514.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -739556.875000 Penalty: 4405.528809
	Iteration 10Q: 3 clusters Score -739556.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -739581.187500 Penalty: 4405.528809
	Iteration 11Q: 3 clusters Score -739581.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -739595.562500 Penalty: 4405.528809
	Iteration 12Q: 3 clusters Score -739595.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -739605.812500 Penalty: 4405.528809
	Iteration 13Q: 3 clusters Score -739605.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -739609.437500 Penalty: 4405.528809
	Iteration 14Q: 3 clusters Score -739609.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -739617.687500 Penalty: 4405.528809
	Iteration 15Q: 3 clusters Score -739617.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -739622.875000 Penalty: 4405.528809
	Iteration 16Q: 3 clusters Score -739622.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -739632.000000 Penalty: 4405.528809
	Iteration 17Q: 3 clusters Score -739632 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -739638.625000 Penalty: 4405.528809
	Iteration 18Q: 3 clusters Score -739638.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -739648.500000 Penalty: 4405.528809
	Iteration 19Q: 3 clusters Score -739648.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -739658.937500 Penalty: 4405.528809
	Iteration 20F: 3 clusters Score -739658.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -739674.125000 Penalty: 4405.528809
	Iteration 21Q: 3 clusters Score -739674.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -739700.812500 Penalty: 4405.528809
	Iteration 22Q: 3 clusters Score -739700.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -739750.062500 Penalty: 4405.528809
	Iteration 23Q: 3 clusters Score -739750.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -739839.687500 Penalty: 4405.528809
	Iteration 24Q: 3 clusters Score -739839.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -739947.437500 Penalty: 4405.528809
	Iteration 25Q: 3 clusters Score -739947.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -740032.250000 Penalty: 4405.528809
	Iteration 26Q: 3 clusters Score -740032.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -740079.687500 Penalty: 4405.528809
	Iteration 27Q: 3 clusters Score -740079.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -740108.062500 Penalty: 4405.528809
	Iteration 28Q: 3 clusters Score -740108.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -740127.562500 Penalty: 4405.528809
	Iteration 29Q: 3 clusters Score -740127.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -740145.312500 Penalty: 4405.528809
	Iteration 30Q: 3 clusters Score -740145.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -740153.812500 Penalty: 4405.528809
	Iteration 31Q: 3 clusters Score -740153.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -740166.625000 Penalty: 4405.528809
	Iteration 32Q: 3 clusters Score -740166.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -740180.125000 Penalty: 4405.528809
	Iteration 33Q: 3 clusters Score -740180.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -740191.812500 Penalty: 4405.528809
	Iteration 34Q: 3 clusters Score -740191.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -740202.437500 Penalty: 4405.528809
	Iteration 35Q: 3 clusters Score -740202.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -740209.062500 Penalty: 4405.528809
	Iteration 36Q: 3 clusters Score -740209.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -740217.187500 Penalty: 4405.528809
	Iteration 37Q: 3 clusters Score -740217.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -740221.625000 Penalty: 4405.528809
	Iteration 38Q: 3 clusters Score -740221.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -740226.812500 Penalty: 4405.528809
	Iteration 39Q: 3 clusters Score -740226.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -740232.625000 Penalty: 4405.528809
	Iteration 40F: 3 clusters Score -740232.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -740235.875000 Penalty: 4405.528809
	Iteration 41Q: 3 clusters Score -740235.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -740237.625000 Penalty: 4405.528809
	Iteration 42Q: 3 clusters Score -740237.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -740236.000000 Penalty: 4405.528809
	Iteration 43Q: 3 clusters Score -740236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -740240.625000 Penalty: 4405.528809
	Iteration 44Q: 3 clusters Score -740240.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -740238.625000 Penalty: 4405.528809
	Iteration 45Q: 3 clusters Score -740238.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -740240.000000 Penalty: 4405.528809
	Iteration 46Q: 3 clusters Score -740240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -740240.750000 Penalty: 4405.528809
	Iteration 47Q: 3 clusters Score -740240.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -740241.187500 Penalty: 4405.528809
	Iteration 48Q: 3 clusters Score -740241.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -740240.250000 Penalty: 4405.528809
	Iteration 49Q: 3 clusters Score -740240.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -740238.750000 Penalty: 4405.528809
	Iteration 50Q: 3 clusters Score -740238.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -740238.750000 Penalty: 4405.528809
	Iteration 51F: 3 clusters Score -740238.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Entering Unmasked Estep 
Score: -1751558.375000 Penalty: 2426.550781
	Iteration 0F: 2 clusters Score -1751558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1738900.500000 Penalty: 4853.101562
	Iteration 0F: 3 clusters Score -1738900 nChanged 7741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1743347.500000 Penalty: 4853.101562
	Iteration 1F: 3 clusters Score -1743348 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1744203.875000 Penalty: 4853.101562
	Iteration 2F: 3 clusters Score -1744204 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1745137.125000 Penalty: 4853.101562
	Iteration 3F: 3 clusters Score -1745137 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1746131.250000 Penalty: 4853.101562
	Iteration 4F: 3 clusters Score -1746131 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1747182.750000 Penalty: 4853.101562
	Iteration 5F: 3 clusters Score -1747183 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1748001.375000 Penalty: 4853.101562
	Iteration 6F: 3 clusters Score -1748001 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1748562.750000 Penalty: 4853.101562
	Iteration 7F: 3 clusters Score -1748563 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1748926.375000 Penalty: 4853.101562
	Iteration 8Q: 3 clusters Score -1748926 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1749126.250000 Penalty: 4853.101562
	Iteration 9Q: 3 clusters Score -1749126 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1749260.875000 Penalty: 4853.101562
	Iteration 10Q: 3 clusters Score -1749261 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1749353.000000 Penalty: 4853.101562
	Iteration 11Q: 3 clusters Score -1749353 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1749408.625000 Penalty: 4853.101562
	Iteration 12Q: 3 clusters Score -1749409 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1749454.250000 Penalty: 4853.101562
	Iteration 13Q: 3 clusters Score -1749454 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1749482.500000 Penalty: 4853.101562
	Iteration 14Q: 3 clusters Score -1749482 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1749511.875000 Penalty: 4853.101562
	Iteration 15Q: 3 clusters Score -1749512 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1749534.375000 Penalty: 4853.101562
	Iteration 16Q: 3 clusters Score -1749534 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1749561.500000 Penalty: 4853.101562
	Iteration 17Q: 3 clusters Score -1749562 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1749582.375000 Penalty: 4853.101562
	Iteration 18Q: 3 clusters Score -1749582 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1749602.250000 Penalty: 4853.101562
	Iteration 19Q: 3 clusters Score -1749602 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1749624.000000 Penalty: 4853.101562
	Iteration 20F: 3 clusters Score -1749624 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1749651.375000 Penalty: 4853.101562
	Iteration 21Q: 3 clusters Score -1749651 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -1749675.750000 Penalty: 4853.101562
	Iteration 22Q: 3 clusters Score -1749676 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1749698.750000 Penalty: 4853.101562
	Iteration 23Q: 3 clusters Score -1749699 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1749722.125000 Penalty: 4853.101562
	Iteration 24Q: 3 clusters Score -1749722 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1749752.750000 Penalty: 4853.101562
	Iteration 25Q: 3 clusters Score -1749753 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -1749768.625000 Penalty: 4853.101562
	Iteration 26Q: 3 clusters Score -1749769 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1749787.125000 Penalty: 4853.101562
	Iteration 27Q: 3 clusters Score -1749787 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1749807.250000 Penalty: 4853.101562
	Iteration 28Q: 3 clusters Score -1749807 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1749813.625000 Penalty: 4853.101562
	Iteration 29Q: 3 clusters Score -1749814 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -1749835.000000 Penalty: 4853.101562
	Iteration 30Q: 3 clusters Score -1749835 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1749862.000000 Penalty: 4853.101562
	Iteration 31Q: 3 clusters Score -1749862 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1749885.375000 Penalty: 4853.101562
	Iteration 32Q: 3 clusters Score -1749885 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1749906.875000 Penalty: 4853.101562
	Iteration 33Q: 3 clusters Score -1749907 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -1749917.750000 Penalty: 4853.101562
	Iteration 34Q: 3 clusters Score -1749918 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1749938.750000 Penalty: 4853.101562
	Iteration 35Q: 3 clusters Score -1749939 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -1749961.500000 Penalty: 4853.101562
	Iteration 36Q: 3 clusters Score -1749962 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -1749984.125000 Penalty: 4853.101562
	Iteration 37Q: 3 clusters Score -1749984 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1750014.750000 Penalty: 4853.101562
	Iteration 38Q: 3 clusters Score -1750015 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1750027.625000 Penalty: 4853.101562
	Iteration 39Q: 3 clusters Score -1750028 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1750038.750000 Penalty: 4853.101562
	Iteration 40F: 3 clusters Score -1750039 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1750047.750000 Penalty: 4853.101562
	Iteration 41Q: 3 clusters Score -1750048 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -1750059.625000 Penalty: 4853.101562
	Iteration 42Q: 3 clusters Score -1750060 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -1750068.125000 Penalty: 4853.101562
	Iteration 43Q: 3 clusters Score -1750068 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -1750079.875000 Penalty: 4853.101562
	Iteration 44Q: 3 clusters Score -1750080 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -1750086.250000 Penalty: 4853.101562
	Iteration 45Q: 3 clusters Score -1750086 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -1750093.625000 Penalty: 4853.101562
	Iteration 46Q: 3 clusters Score -1750094 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -1750107.125000 Penalty: 4853.101562
	Iteration 47Q: 3 clusters Score -1750107 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -1750116.625000 Penalty: 4853.101562
	Iteration 48Q: 3 clusters Score -1750117 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -1750127.000000 Penalty: 4853.101562
	Iteration 49Q: 3 clusters Score -1750127 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -1750132.000000 Penalty: 4853.101562
	Iteration 50Q: 3 clusters Score -1750132 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -1750133.625000 Penalty: 4853.101562
	Iteration 51Q: 3 clusters Score -1750134 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -1750144.125000 Penalty: 4853.101562
	Iteration 52Q: 3 clusters Score -1750144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -1750148.375000 Penalty: 4853.101562
	Iteration 53Q: 3 clusters Score -1750148 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -1750152.875000 Penalty: 4853.101562
	Iteration 54Q: 3 clusters Score -1750153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -1750155.500000 Penalty: 4853.101562
	Iteration 55Q: 3 clusters Score -1750156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -1750158.375000 Penalty: 4853.101562
	Iteration 56Q: 3 clusters Score -1750158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -1750158.500000 Penalty: 4853.101562
	Iteration 57Q: 3 clusters Score -1750158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -1750163.000000 Penalty: 4853.101562
	Iteration 58Q: 3 clusters Score -1750163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -1750160.500000 Penalty: 4853.101562
	Iteration 59Q: 3 clusters Score -1750160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -1750162.625000 Penalty: 4853.101562
	Iteration 60F: 3 clusters Score -1750163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -1750162.750000 Penalty: 4853.101562
	Iteration 61Q: 3 clusters Score -1750163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -1750164.500000 Penalty: 4853.101562
	Iteration 62Q: 3 clusters Score -1750164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -1750165.375000 Penalty: 4853.101562
	Iteration 63Q: 3 clusters Score -1750165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1750162.625000 Penalty: 4853.101562
	Iteration 64Q: 3 clusters Score -1750163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -1750167.250000 Penalty: 4853.101562
	Iteration 65Q: 3 clusters Score -1750167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -1750170.000000 Penalty: 4853.101562
	Iteration 66Q: 3 clusters Score -1750170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -1750168.250000 Penalty: 4853.101562
	Iteration 67Q: 3 clusters Score -1750168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -1750168.250000 Penalty: 4853.101562
	Iteration 68Q: 3 clusters Score -1750168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -1750168.500000 Penalty: 4853.101562
	Iteration 69Q: 3 clusters Score -1750168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -1750166.875000 Penalty: 4853.101562
	Iteration 70Q: 3 clusters Score -1750167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -1750164.000000 Penalty: 4853.101562
	Iteration 71Q: 3 clusters Score -1750164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -1750165.000000 Penalty: 4853.101562
	Iteration 72Q: 3 clusters Score -1750165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -1750163.625000 Penalty: 4853.101562
	Iteration 73Q: 3 clusters Score -1750164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -1750162.875000 Penalty: 4853.101562
	Iteration 74Q: 3 clusters Score -1750163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -1750162.750000 Penalty: 4853.101562
	Iteration 75Q: 3 clusters Score -1750163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -1750162.750000 Penalty: 4853.101562
	Iteration 76F: 3 clusters Score -1750163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Entering Unmasked Estep 
Score: -698660.312500 Penalty: 2196.062988
	Iteration 0F: 2 clusters Score -698660.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -692889.250000 Penalty: 4392.125977
	Iteration 0F: 3 clusters Score -692889.2 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -694493.250000 Penalty: 4392.125977
	Iteration 1F: 3 clusters Score -694493.2 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -694866.750000 Penalty: 4392.125977
	Iteration 2F: 3 clusters Score -694866.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -695126.562500 Penalty: 4392.125977
	Iteration 3F: 3 clusters Score -695126.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -695308.375000 Penalty: 4392.125977
	Iteration 4Q: 3 clusters Score -695308.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -695461.062500 Penalty: 4392.125977
	Iteration 5Q: 3 clusters Score -695461.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -695587.312500 Penalty: 4392.125977
	Iteration 6Q: 3 clusters Score -695587.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -695685.937500 Penalty: 4392.125977
	Iteration 7Q: 3 clusters Score -695685.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -695791.875000 Penalty: 4392.125977
	Iteration 8Q: 3 clusters Score -695791.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -695888.625000 Penalty: 4392.125977
	Iteration 9Q: 3 clusters Score -695888.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -695969.187500 Penalty: 4392.125977
	Iteration 10Q: 3 clusters Score -695969.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -696046.125000 Penalty: 4392.125977
	Iteration 11Q: 3 clusters Score -696046.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -696112.687500 Penalty: 4392.125977
	Iteration 12Q: 3 clusters Score -696112.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -696194.250000 Penalty: 4392.125977
	Iteration 13Q: 3 clusters Score -696194.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -696282.875000 Penalty: 4392.125977
	Iteration 14Q: 3 clusters Score -696282.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -696352.687500 Penalty: 4392.125977
	Iteration 15Q: 3 clusters Score -696352.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -696404.875000 Penalty: 4392.125977
	Iteration 16Q: 3 clusters Score -696404.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -696456.937500 Penalty: 4392.125977
	Iteration 17Q: 3 clusters Score -696456.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -696506.312500 Penalty: 4392.125977
	Iteration 18Q: 3 clusters Score -696506.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -696549.312500 Penalty: 4392.125977
	Iteration 19Q: 3 clusters Score -696549.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -696601.562500 Penalty: 4392.125977
	Iteration 20F: 3 clusters Score -696601.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -696656.750000 Penalty: 4392.125977
	Iteration 21Q: 3 clusters Score -696656.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -696699.687500 Penalty: 4392.125977
	Iteration 22Q: 3 clusters Score -696699.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -696737.000000 Penalty: 4392.125977
	Iteration 23Q: 3 clusters Score -696737 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -696785.687500 Penalty: 4392.125977
	Iteration 24Q: 3 clusters Score -696785.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -696839.500000 Penalty: 4392.125977
	Iteration 25Q: 3 clusters Score -696839.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -696892.875000 Penalty: 4392.125977
	Iteration 26Q: 3 clusters Score -696892.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -696922.812500 Penalty: 4392.125977
	Iteration 27Q: 3 clusters Score -696922.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -696951.562500 Penalty: 4392.125977
	Iteration 28Q: 3 clusters Score -696951.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -696968.812500 Penalty: 4392.125977
	Iteration 29Q: 3 clusters Score -696968.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -696983.812500 Penalty: 4392.125977
	Iteration 30Q: 3 clusters Score -696983.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -696996.562500 Penalty: 4392.125977
	Iteration 31Q: 3 clusters Score -696996.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -697008.750000 Penalty: 4392.125977
	Iteration 32Q: 3 clusters Score -697008.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -697011.812500 Penalty: 4392.125977
	Iteration 33Q: 3 clusters Score -697011.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -697014.687500 Penalty: 4392.125977
	Iteration 34Q: 3 clusters Score -697014.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -697016.750000 Penalty: 4392.125977
	Iteration 35Q: 3 clusters Score -697016.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -697019.687500 Penalty: 4392.125977
	Iteration 36Q: 3 clusters Score -697019.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -697020.875000 Penalty: 4392.125977
	Iteration 37Q: 3 clusters Score -697020.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -697021.500000 Penalty: 4392.125977
	Iteration 38Q: 3 clusters Score -697021.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -697022.000000 Penalty: 4392.125977
	Iteration 39Q: 3 clusters Score -697022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -697024.437500 Penalty: 4392.125977
	Iteration 40F: 3 clusters Score -697024.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -697026.187500 Penalty: 4392.125977
	Iteration 41Q: 3 clusters Score -697026.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -697027.750000 Penalty: 4392.125977
	Iteration 42Q: 3 clusters Score -697027.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -697028.500000 Penalty: 4392.125977
	Iteration 43Q: 3 clusters Score -697028.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -697032.687500 Penalty: 4392.125977
	Iteration 44Q: 3 clusters Score -697032.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -697033.625000 Penalty: 4392.125977
	Iteration 45Q: 3 clusters Score -697033.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -697041.000000 Penalty: 4392.125977
	Iteration 46Q: 3 clusters Score -697041 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -697046.625000 Penalty: 4392.125977
	Iteration 47Q: 3 clusters Score -697046.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -697055.437500 Penalty: 4392.125977
	Iteration 48Q: 3 clusters Score -697055.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -697063.625000 Penalty: 4392.125977
	Iteration 49Q: 3 clusters Score -697063.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -697070.000000 Penalty: 4392.125977
	Iteration 50Q: 3 clusters Score -697070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -697075.625000 Penalty: 4392.125977
	Iteration 51Q: 3 clusters Score -697075.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -697079.500000 Penalty: 4392.125977
	Iteration 52Q: 3 clusters Score -697079.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -697084.750000 Penalty: 4392.125977
	Iteration 53Q: 3 clusters Score -697084.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -697090.625000 Penalty: 4392.125977
	Iteration 54Q: 3 clusters Score -697090.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -697100.062500 Penalty: 4392.125977
	Iteration 55Q: 3 clusters Score -697100.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -697112.187500 Penalty: 4392.125977
	Iteration 56Q: 3 clusters Score -697112.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -697122.437500 Penalty: 4392.125977
	Iteration 57Q: 3 clusters Score -697122.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -697141.562500 Penalty: 4392.125977
	Iteration 58Q: 3 clusters Score -697141.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -697164.500000 Penalty: 4392.125977
	Iteration 59Q: 3 clusters Score -697164.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -697189.000000 Penalty: 4392.125977
	Iteration 60F: 3 clusters Score -697189 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -697225.625000 Penalty: 4392.125977
	Iteration 61Q: 3 clusters Score -697225.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -697269.187500 Penalty: 4392.125977
	Iteration 62Q: 3 clusters Score -697269.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -697292.562500 Penalty: 4392.125977
	Iteration 63Q: 3 clusters Score -697292.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -697307.812500 Penalty: 4392.125977
	Iteration 64Q: 3 clusters Score -697307.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -697320.812500 Penalty: 4392.125977
	Iteration 65Q: 3 clusters Score -697320.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -697331.375000 Penalty: 4392.125977
	Iteration 66Q: 3 clusters Score -697331.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -697338.187500 Penalty: 4392.125977
	Iteration 67Q: 3 clusters Score -697338.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -697346.062500 Penalty: 4392.125977
	Iteration 68Q: 3 clusters Score -697346.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -697358.187500 Penalty: 4392.125977
	Iteration 69Q: 3 clusters Score -697358.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -697363.437500 Penalty: 4392.125977
	Iteration 70Q: 3 clusters Score -697363.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -697370.625000 Penalty: 4392.125977
	Iteration 71Q: 3 clusters Score -697370.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -697378.750000 Penalty: 4392.125977
	Iteration 72Q: 3 clusters Score -697378.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -697388.937500 Penalty: 4392.125977
	Iteration 73Q: 3 clusters Score -697388.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -697414.875000 Penalty: 4392.125977
	Iteration 74Q: 3 clusters Score -697414.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -697453.562500 Penalty: 4392.125977
	Iteration 75Q: 3 clusters Score -697453.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -697500.937500 Penalty: 4392.125977
	Iteration 76Q: 3 clusters Score -697500.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -697531.062500 Penalty: 4392.125977
	Iteration 77Q: 3 clusters Score -697531.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -697561.437500 Penalty: 4392.125977
	Iteration 78Q: 3 clusters Score -697561.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -697585.750000 Penalty: 4392.125977
	Iteration 79Q: 3 clusters Score -697585.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -697604.250000 Penalty: 4392.125977
	Iteration 80F: 3 clusters Score -697604.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -697619.812500 Penalty: 4392.125977
	Iteration 81Q: 3 clusters Score -697619.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -697627.875000 Penalty: 4392.125977
	Iteration 82Q: 3 clusters Score -697627.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -697633.062500 Penalty: 4392.125977
	Iteration 83Q: 3 clusters Score -697633.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -697636.062500 Penalty: 4392.125977
	Iteration 84Q: 3 clusters Score -697636.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -697641.062500 Penalty: 4392.125977
	Iteration 85Q: 3 clusters Score -697641.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -697644.187500 Penalty: 4392.125977
	Iteration 86Q: 3 clusters Score -697644.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -697645.812500 Penalty: 4392.125977
	Iteration 87Q: 3 clusters Score -697645.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -697650.812500 Penalty: 4392.125977
	Iteration 88Q: 3 clusters Score -697650.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -697654.187500 Penalty: 4392.125977
	Iteration 89Q: 3 clusters Score -697654.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -697657.250000 Penalty: 4392.125977
	Iteration 90Q: 3 clusters Score -697657.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -697661.000000 Penalty: 4392.125977
	Iteration 91Q: 3 clusters Score -697661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -697662.875000 Penalty: 4392.125977
	Iteration 92Q: 3 clusters Score -697662.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -697663.375000 Penalty: 4392.125977
	Iteration 93Q: 3 clusters Score -697663.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -697666.625000 Penalty: 4392.125977
	Iteration 94Q: 3 clusters Score -697666.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -697669.000000 Penalty: 4392.125977
	Iteration 95Q: 3 clusters Score -697669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -697670.125000 Penalty: 4392.125977
	Iteration 96Q: 3 clusters Score -697670.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -697669.687500 Penalty: 4392.125977
	Iteration 97Q: 3 clusters Score -697669.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -697670.125000 Penalty: 4392.125977
	Iteration 98Q: 3 clusters Score -697670.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -697670.062500 Penalty: 4392.125977
	Iteration 99Q: 3 clusters Score -697670.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -697669.000000 Penalty: 4392.125977
	Iteration 100F: 3 clusters Score -697669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -697669.812500 Penalty: 4392.125977
	Iteration 101Q: 3 clusters Score -697669.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -697669.812500 Penalty: 4392.125977
	Iteration 102F: 3 clusters Score -697669.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Entering Unmasked Estep 
Score: -33913.382812 Penalty: 1459.753784
	Iteration 0F: 2 clusters Score -33913.38 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 193 members 
Entering Unmasked Estep 
Score: -32671.626953 Penalty: 2919.507568
	Iteration 0F: 3 clusters Score -32671.63 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -32846.875000 Penalty: 2919.507568
	Iteration 1F: 3 clusters Score -32846.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -32915.484375 Penalty: 2919.507568
	Iteration 2Q: 3 clusters Score -32915.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -32958.523438 Penalty: 2919.507568
	Iteration 3Q: 3 clusters Score -32958.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -32994.464844 Penalty: 2919.507568
	Iteration 4Q: 3 clusters Score -32994.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -33010.414062 Penalty: 2919.507568
	Iteration 5Q: 3 clusters Score -33010.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -33023.621094 Penalty: 2919.507568
	Iteration 6Q: 3 clusters Score -33023.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -33037.171875 Penalty: 2919.507568
	Iteration 7Q: 3 clusters Score -33037.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -33047.394531 Penalty: 2919.507568
	Iteration 8Q: 3 clusters Score -33047.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -33048.960938 Penalty: 2919.507568
	Iteration 9Q: 3 clusters Score -33048.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -33048.960938 Penalty: 2919.507568
	Iteration 10F: 3 clusters Score -33048.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (75126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75126 members 
Entering Unmasked Estep 
Score: -8352830.500000 Penalty: 2784.276611
	Iteration 0F: 2 clusters Score -8352830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -8302504.500000 Penalty: 5568.553223
	Iteration 0F: 3 clusters Score -8302504 nChanged 35224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37140 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -8322445.500000 Penalty: 5568.553223
	Iteration 1F: 3 clusters Score -8322446 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 38138 members 
Entering Unmasked Estep 
Score: -8323124.500000 Penalty: 5568.553223
	Iteration 2Q: 3 clusters Score -8323124 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 38303 members 
Entering Unmasked Estep 
Score: -8323883.000000 Penalty: 5568.553223
	Iteration 3Q: 3 clusters Score -8323883 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -8324795.000000 Penalty: 5568.553223
	Iteration 4Q: 3 clusters Score -8324795 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Mstep: Class 2 contains 38832 members 
Entering Unmasked Estep 
Score: -8326006.500000 Penalty: 5568.553223
	Iteration 5Q: 3 clusters Score -8326006 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36055 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
Score: -8327345.000000 Penalty: 5568.553223
	Iteration 6Q: 3 clusters Score -8327345 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 39415 members 
Entering Unmasked Estep 
Score: -8328992.000000 Penalty: 5568.553223
	Iteration 7Q: 3 clusters Score -8328992 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 39878 members 
Entering Unmasked Estep 
Score: -8330695.000000 Penalty: 5568.553223
	Iteration 8Q: 3 clusters Score -8330695 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34570 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -8332480.000000 Penalty: 5568.553223
	Iteration 9Q: 3 clusters Score -8332480 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 41542 members 
Entering Unmasked Estep 
Score: -8334140.500000 Penalty: 5568.553223
	Iteration 10Q: 3 clusters Score -8334140 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 42832 members 
Entering Unmasked Estep 
Score: -8335539.000000 Penalty: 5568.553223
	Iteration 11Q: 3 clusters Score -8335539 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -8336712.000000 Penalty: 5568.553223
	Iteration 12Q: 3 clusters Score -8336712 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 46291 members 
Entering Unmasked Estep 
Score: -8337927.500000 Penalty: 5568.553223
	Iteration 13Q: 3 clusters Score -8337928 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 48523 members 
Entering Unmasked Estep 
Score: -8339210.000000 Penalty: 5568.553223
	Iteration 14Q: 3 clusters Score -8339210 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 51022 members 
Entering Unmasked Estep 
Score: -8340479.000000 Penalty: 5568.553223
	Iteration 15Q: 3 clusters Score -8340479 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 53712 members 
Entering Unmasked Estep 
Score: -8341797.000000 Penalty: 5568.553223
	Iteration 16Q: 3 clusters Score -8341797 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 56392 members 
Entering Unmasked Estep 
Score: -8343023.500000 Penalty: 5568.553223
	Iteration 17Q: 3 clusters Score -8343024 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 59045 members 
Entering Unmasked Estep 
Score: -8344252.000000 Penalty: 5568.553223
	Iteration 18Q: 3 clusters Score -8344252 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 61534 members 
Entering Unmasked Estep 
Score: -8345367.500000 Penalty: 5568.553223
	Iteration 19Q: 3 clusters Score -8345368 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 63810 members 
Entering Unmasked Estep 
Score: -8346410.500000 Penalty: 5568.553223
	Iteration 20F: 3 clusters Score -8346410 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 65893 members 
Entering Unmasked Estep 
Score: -8347260.000000 Penalty: 5568.553223
	Iteration 21Q: 3 clusters Score -8347260 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 67608 members 
Entering Unmasked Estep 
Score: -8347975.500000 Penalty: 5568.553223
	Iteration 22Q: 3 clusters Score -8347976 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 68992 members 
Entering Unmasked Estep 
Score: -8348595.500000 Penalty: 5568.553223
	Iteration 23Q: 3 clusters Score -8348596 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 70115 members 
Entering Unmasked Estep 
Score: -8349056.000000 Penalty: 5568.553223
	Iteration 24Q: 3 clusters Score -8349056 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 70987 members 
Entering Unmasked Estep 
Score: -8349367.000000 Penalty: 5568.553223
	Iteration 25Q: 3 clusters Score -8349367 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 71607 members 
Entering Unmasked Estep 
Score: -8349595.000000 Penalty: 5568.553223
	Iteration 26Q: 3 clusters Score -8349595 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 72059 members 
Entering Unmasked Estep 
Score: -8349757.500000 Penalty: 5568.553223
	Iteration 27Q: 3 clusters Score -8349758 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 72425 members 
Entering Unmasked Estep 
Score: -8349902.500000 Penalty: 5568.553223
	Iteration 28Q: 3 clusters Score -8349902 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 72720 members 
Entering Unmasked Estep 
Score: -8350049.500000 Penalty: 5568.553223
	Iteration 29Q: 3 clusters Score -8350050 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 72924 members 
Entering Unmasked Estep 
Score: -8350131.000000 Penalty: 5568.553223
	Iteration 30Q: 3 clusters Score -8350131 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 73085 members 
Entering Unmasked Estep 
Score: -8350195.000000 Penalty: 5568.553223
	Iteration 31Q: 3 clusters Score -8350195 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 73212 members 
Entering Unmasked Estep 
Score: -8350244.500000 Penalty: 5568.553223
	Iteration 32Q: 3 clusters Score -8350244 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 73317 members 
Entering Unmasked Estep 
Score: -8350282.000000 Penalty: 5568.553223
	Iteration 33Q: 3 clusters Score -8350282 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 73403 members 
Entering Unmasked Estep 
Score: -8350322.000000 Penalty: 5568.553223
	Iteration 34Q: 3 clusters Score -8350322 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 73473 members 
Entering Unmasked Estep 
Score: -8350356.500000 Penalty: 5568.553223
	Iteration 35Q: 3 clusters Score -8350356 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 73535 members 
Entering Unmasked Estep 
Score: -8350379.000000 Penalty: 5568.553223
	Iteration 36Q: 3 clusters Score -8350379 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 73589 members 
Entering Unmasked Estep 
Score: -8350416.500000 Penalty: 5568.553223
	Iteration 37Q: 3 clusters Score -8350416 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 73633 members 
Entering Unmasked Estep 
Score: -8350426.000000 Penalty: 5568.553223
	Iteration 38Q: 3 clusters Score -8350426 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 73667 members 
Entering Unmasked Estep 
Score: -8350443.000000 Penalty: 5568.553223
	Iteration 39Q: 3 clusters Score -8350443 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 73696 members 
Entering Unmasked Estep 
Score: -8350484.500000 Penalty: 5568.553223
	Iteration 40F: 3 clusters Score -8350484 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 73714 members 
Entering Unmasked Estep 
Score: -8350499.000000 Penalty: 5568.553223
	Iteration 41Q: 3 clusters Score -8350499 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 73738 members 
Entering Unmasked Estep 
Score: -8350499.000000 Penalty: 5568.553223
	Iteration 42Q: 3 clusters Score -8350499 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 73754 members 
Entering Unmasked Estep 
Score: -8350508.000000 Penalty: 5568.553223
	Iteration 43Q: 3 clusters Score -8350508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 73764 members 
Entering Unmasked Estep 
Score: -8350509.000000 Penalty: 5568.553223
	Iteration 44Q: 3 clusters Score -8350509 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 73781 members 
Entering Unmasked Estep 
Score: -8350522.000000 Penalty: 5568.553223
	Iteration 45Q: 3 clusters Score -8350522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 73788 members 
Entering Unmasked Estep 
Score: -8350522.500000 Penalty: 5568.553223
	Iteration 46Q: 3 clusters Score -8350522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 73793 members 
Entering Unmasked Estep 
Score: -8350532.000000 Penalty: 5568.553223
	Iteration 47Q: 3 clusters Score -8350532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 73800 members 
Entering Unmasked Estep 
Score: -8350532.500000 Penalty: 5568.553223
	Iteration 48Q: 3 clusters Score -8350532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 73805 members 
Entering Unmasked Estep 
Score: -8350534.500000 Penalty: 5568.553223
	Iteration 49Q: 3 clusters Score -8350534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 73813 members 
Entering Unmasked Estep 
Score: -8350538.500000 Penalty: 5568.553223
	Iteration 50Q: 3 clusters Score -8350538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 73816 members 
Entering Unmasked Estep 
Score: -8350541.000000 Penalty: 5568.553223
	Iteration 51Q: 3 clusters Score -8350541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 73818 members 
Entering Unmasked Estep 
Score: -8350540.500000 Penalty: 5568.553223
	Iteration 52Q: 3 clusters Score -8350540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 73830 members 
Entering Unmasked Estep 
Score: -8350547.500000 Penalty: 5568.553223
	Iteration 53Q: 3 clusters Score -8350548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 73840 members 
Entering Unmasked Estep 
Score: -8350554.500000 Penalty: 5568.553223
	Iteration 54Q: 3 clusters Score -8350554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 73849 members 
Entering Unmasked Estep 
Score: -8350550.000000 Penalty: 5568.553223
	Iteration 55Q: 3 clusters Score -8350550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 73855 members 
Entering Unmasked Estep 
Score: -8350553.000000 Penalty: 5568.553223
	Iteration 56Q: 3 clusters Score -8350553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 73861 members 
Entering Unmasked Estep 
Score: -8350559.000000 Penalty: 5568.553223
	Iteration 57Q: 3 clusters Score -8350559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 73866 members 
Entering Unmasked Estep 
Score: -8350562.000000 Penalty: 5568.553223
	Iteration 58Q: 3 clusters Score -8350562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 73872 members 
Entering Unmasked Estep 
Score: -8350557.500000 Penalty: 5568.553223
	Iteration 59Q: 3 clusters Score -8350558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 73877 members 
Entering Unmasked Estep 
Score: -8350555.000000 Penalty: 5568.553223
	Iteration 60F: 3 clusters Score -8350555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 73880 members 
Entering Unmasked Estep 
Score: -8350560.000000 Penalty: 5568.553223
	Iteration 61Q: 3 clusters Score -8350560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 73881 members 
Entering Unmasked Estep 
Score: -8350559.500000 Penalty: 5568.553223
	Iteration 62Q: 3 clusters Score -8350560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 73882 members 
Entering Unmasked Estep 
Score: -8350555.000000 Penalty: 5568.553223
	Iteration 63Q: 3 clusters Score -8350555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 73884 members 
Entering Unmasked Estep 
Score: -8350561.500000 Penalty: 5568.553223
	Iteration 64Q: 3 clusters Score -8350562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 73885 members 
Entering Unmasked Estep 
Score: -8350559.000000 Penalty: 5568.553223
	Iteration 65Q: 3 clusters Score -8350559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 73885 members 
Entering Unmasked Estep 
Score: -8350559.000000 Penalty: 5568.553223
	Iteration 66F: 3 clusters Score -8350559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Entering Unmasked Estep 
Score: -269886.875000 Penalty: 1939.966309
	Iteration 0F: 2 clusters Score -269886.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -266995.968750 Penalty: 3879.932617
	Iteration 0F: 3 clusters Score -266996 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -267612.468750 Penalty: 3879.932617
	Iteration 1F: 3 clusters Score -267612.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -267784.031250 Penalty: 3879.932617
	Iteration 2F: 3 clusters Score -267784 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -267867.000000 Penalty: 3879.932617
	Iteration 3Q: 3 clusters Score -267867 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -267913.093750 Penalty: 3879.932617
	Iteration 4Q: 3 clusters Score -267913.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -267956.781250 Penalty: 3879.932617
	Iteration 5Q: 3 clusters Score -267956.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -267995.718750 Penalty: 3879.932617
	Iteration 6Q: 3 clusters Score -267995.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -268035.031250 Penalty: 3879.932617
	Iteration 7Q: 3 clusters Score -268035 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -268071.625000 Penalty: 3879.932617
	Iteration 8Q: 3 clusters Score -268071.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -268108.500000 Penalty: 3879.932617
	Iteration 9Q: 3 clusters Score -268108.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -268136.125000 Penalty: 3879.932617
	Iteration 10Q: 3 clusters Score -268136.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -268170.406250 Penalty: 3879.932617
	Iteration 11Q: 3 clusters Score -268170.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -268195.531250 Penalty: 3879.932617
	Iteration 12Q: 3 clusters Score -268195.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -268217.250000 Penalty: 3879.932617
	Iteration 13Q: 3 clusters Score -268217.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -268237.625000 Penalty: 3879.932617
	Iteration 14Q: 3 clusters Score -268237.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -268258.343750 Penalty: 3879.932617
	Iteration 15Q: 3 clusters Score -268258.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -268276.250000 Penalty: 3879.932617
	Iteration 16Q: 3 clusters Score -268276.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -268285.906250 Penalty: 3879.932617
	Iteration 17Q: 3 clusters Score -268285.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -268294.000000 Penalty: 3879.932617
	Iteration 18Q: 3 clusters Score -268294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -268304.156250 Penalty: 3879.932617
	Iteration 19Q: 3 clusters Score -268304.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -268310.062500 Penalty: 3879.932617
	Iteration 20F: 3 clusters Score -268310.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -268318.812500 Penalty: 3879.932617
	Iteration 21Q: 3 clusters Score -268318.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -268333.281250 Penalty: 3879.932617
	Iteration 22Q: 3 clusters Score -268333.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -268350.218750 Penalty: 3879.932617
	Iteration 23Q: 3 clusters Score -268350.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -268370.093750 Penalty: 3879.932617
	Iteration 24Q: 3 clusters Score -268370.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -268390.031250 Penalty: 3879.932617
	Iteration 25Q: 3 clusters Score -268390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -268401.562500 Penalty: 3879.932617
	Iteration 26Q: 3 clusters Score -268401.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -268410.187500 Penalty: 3879.932617
	Iteration 27Q: 3 clusters Score -268410.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -268416.187500 Penalty: 3879.932617
	Iteration 28Q: 3 clusters Score -268416.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -268418.687500 Penalty: 3879.932617
	Iteration 29Q: 3 clusters Score -268418.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -268420.593750 Penalty: 3879.932617
	Iteration 30Q: 3 clusters Score -268420.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -268423.312500 Penalty: 3879.932617
	Iteration 31Q: 3 clusters Score -268423.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -268425.718750 Penalty: 3879.932617
	Iteration 32Q: 3 clusters Score -268425.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -268428.187500 Penalty: 3879.932617
	Iteration 33Q: 3 clusters Score -268428.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -268429.531250 Penalty: 3879.932617
	Iteration 34Q: 3 clusters Score -268429.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -268430.156250 Penalty: 3879.932617
	Iteration 35Q: 3 clusters Score -268430.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -268430.281250 Penalty: 3879.932617
	Iteration 36Q: 3 clusters Score -268430.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -268430.281250 Penalty: 3879.932617
	Iteration 37F: 3 clusters Score -268430.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Entering Unmasked Estep 
Score: -1437634.250000 Penalty: 2357.596436
	Iteration 0F: 2 clusters Score -1437634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1427801.375000 Penalty: 4715.192871
	Iteration 0F: 3 clusters Score -1427801 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1430777.625000 Penalty: 4715.192871
	Iteration 1F: 3 clusters Score -1430778 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1431164.750000 Penalty: 4715.192871
	Iteration 2F: 3 clusters Score -1431165 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1431479.875000 Penalty: 4715.192871
	Iteration 3F: 3 clusters Score -1431480 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1431747.375000 Penalty: 4715.192871
	Iteration 4Q: 3 clusters Score -1431747 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1432009.000000 Penalty: 4715.192871
	Iteration 5Q: 3 clusters Score -1432009 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1432288.250000 Penalty: 4715.192871
	Iteration 6Q: 3 clusters Score -1432288 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1432598.750000 Penalty: 4715.192871
	Iteration 7Q: 3 clusters Score -1432599 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1432902.000000 Penalty: 4715.192871
	Iteration 8Q: 3 clusters Score -1432902 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1433216.500000 Penalty: 4715.192871
	Iteration 9Q: 3 clusters Score -1433216 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1433495.875000 Penalty: 4715.192871
	Iteration 10Q: 3 clusters Score -1433496 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1433732.875000 Penalty: 4715.192871
	Iteration 11Q: 3 clusters Score -1433733 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1433973.000000 Penalty: 4715.192871
	Iteration 12Q: 3 clusters Score -1433973 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1434181.500000 Penalty: 4715.192871
	Iteration 13Q: 3 clusters Score -1434182 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1434343.875000 Penalty: 4715.192871
	Iteration 14Q: 3 clusters Score -1434344 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1434455.625000 Penalty: 4715.192871
	Iteration 15Q: 3 clusters Score -1434456 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1434564.375000 Penalty: 4715.192871
	Iteration 16Q: 3 clusters Score -1434564 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1434632.750000 Penalty: 4715.192871
	Iteration 17Q: 3 clusters Score -1434633 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1434670.125000 Penalty: 4715.192871
	Iteration 18Q: 3 clusters Score -1434670 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1434692.625000 Penalty: 4715.192871
	Iteration 19Q: 3 clusters Score -1434693 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1434729.875000 Penalty: 4715.192871
	Iteration 20F: 3 clusters Score -1434730 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1434762.125000 Penalty: 4715.192871
	Iteration 21Q: 3 clusters Score -1434762 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1434799.250000 Penalty: 4715.192871
	Iteration 22Q: 3 clusters Score -1434799 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1434831.375000 Penalty: 4715.192871
	Iteration 23Q: 3 clusters Score -1434831 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1434864.125000 Penalty: 4715.192871
	Iteration 24Q: 3 clusters Score -1434864 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1434891.875000 Penalty: 4715.192871
	Iteration 25Q: 3 clusters Score -1434892 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1434915.750000 Penalty: 4715.192871
	Iteration 26Q: 3 clusters Score -1434916 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1434938.125000 Penalty: 4715.192871
	Iteration 27Q: 3 clusters Score -1434938 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1434966.750000 Penalty: 4715.192871
	Iteration 28Q: 3 clusters Score -1434967 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1434996.000000 Penalty: 4715.192871
	Iteration 29Q: 3 clusters Score -1434996 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1435026.125000 Penalty: 4715.192871
	Iteration 30Q: 3 clusters Score -1435026 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1435069.250000 Penalty: 4715.192871
	Iteration 31Q: 3 clusters Score -1435069 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1435111.375000 Penalty: 4715.192871
	Iteration 32Q: 3 clusters Score -1435111 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1435157.250000 Penalty: 4715.192871
	Iteration 33Q: 3 clusters Score -1435157 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1435213.000000 Penalty: 4715.192871
	Iteration 34Q: 3 clusters Score -1435213 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1435273.875000 Penalty: 4715.192871
	Iteration 35Q: 3 clusters Score -1435274 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1435330.125000 Penalty: 4715.192871
	Iteration 36Q: 3 clusters Score -1435330 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1435399.750000 Penalty: 4715.192871
	Iteration 37Q: 3 clusters Score -1435400 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1435481.500000 Penalty: 4715.192871
	Iteration 38Q: 3 clusters Score -1435482 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1435590.750000 Penalty: 4715.192871
	Iteration 39Q: 3 clusters Score -1435591 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1435677.750000 Penalty: 4715.192871
	Iteration 40F: 3 clusters Score -1435678 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1435736.250000 Penalty: 4715.192871
	Iteration 41Q: 3 clusters Score -1435736 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1435778.500000 Penalty: 4715.192871
	Iteration 42Q: 3 clusters Score -1435778 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1435810.125000 Penalty: 4715.192871
	Iteration 43Q: 3 clusters Score -1435810 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1435828.875000 Penalty: 4715.192871
	Iteration 44Q: 3 clusters Score -1435829 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1435842.750000 Penalty: 4715.192871
	Iteration 45Q: 3 clusters Score -1435843 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1435855.125000 Penalty: 4715.192871
	Iteration 46Q: 3 clusters Score -1435855 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1435864.125000 Penalty: 4715.192871
	Iteration 47Q: 3 clusters Score -1435864 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1435873.500000 Penalty: 4715.192871
	Iteration 48Q: 3 clusters Score -1435874 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1435881.000000 Penalty: 4715.192871
	Iteration 49Q: 3 clusters Score -1435881 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1435883.625000 Penalty: 4715.192871
	Iteration 50Q: 3 clusters Score -1435884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1435890.375000 Penalty: 4715.192871
	Iteration 51Q: 3 clusters Score -1435890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1435893.000000 Penalty: 4715.192871
	Iteration 52Q: 3 clusters Score -1435893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1435895.125000 Penalty: 4715.192871
	Iteration 53Q: 3 clusters Score -1435895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1435898.625000 Penalty: 4715.192871
	Iteration 54Q: 3 clusters Score -1435899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1435896.375000 Penalty: 4715.192871
	Iteration 55Q: 3 clusters Score -1435896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1435897.625000 Penalty: 4715.192871
	Iteration 56Q: 3 clusters Score -1435898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1435899.250000 Penalty: 4715.192871
	Iteration 57Q: 3 clusters Score -1435899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1435902.875000 Penalty: 4715.192871
	Iteration 58Q: 3 clusters Score -1435903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1435903.000000 Penalty: 4715.192871
	Iteration 59Q: 3 clusters Score -1435903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1435904.875000 Penalty: 4715.192871
	Iteration 60F: 3 clusters Score -1435905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1435905.625000 Penalty: 4715.192871
	Iteration 61Q: 3 clusters Score -1435906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1435905.875000 Penalty: 4715.192871
	Iteration 62Q: 3 clusters Score -1435906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1435905.625000 Penalty: 4715.192871
	Iteration 63Q: 3 clusters Score -1435906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1435904.500000 Penalty: 4715.192871
	Iteration 64Q: 3 clusters Score -1435904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1435904.500000 Penalty: 4715.192871
	Iteration 65F: 3 clusters Score -1435904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Entering Unmasked Estep 
Score: -167606.843750 Penalty: 1826.878418
	Iteration 0F: 2 clusters Score -167606.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -165285.937500 Penalty: 3653.756836
	Iteration 0F: 3 clusters Score -165285.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -165623.890625 Penalty: 3653.756836
	Iteration 1F: 3 clusters Score -165623.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -165716.062500 Penalty: 3653.756836
	Iteration 2F: 3 clusters Score -165716.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -165776.125000 Penalty: 3653.756836
	Iteration 3Q: 3 clusters Score -165776.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -165820.312500 Penalty: 3653.756836
	Iteration 4Q: 3 clusters Score -165820.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -165844.968750 Penalty: 3653.756836
	Iteration 5Q: 3 clusters Score -165845 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -165860.156250 Penalty: 3653.756836
	Iteration 6Q: 3 clusters Score -165860.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -165872.687500 Penalty: 3653.756836
	Iteration 7Q: 3 clusters Score -165872.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -165878.953125 Penalty: 3653.756836
	Iteration 8Q: 3 clusters Score -165879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -165882.390625 Penalty: 3653.756836
	Iteration 9Q: 3 clusters Score -165882.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -165885.234375 Penalty: 3653.756836
	Iteration 10Q: 3 clusters Score -165885.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -165888.890625 Penalty: 3653.756836
	Iteration 11Q: 3 clusters Score -165888.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -165892.812500 Penalty: 3653.756836
	Iteration 12Q: 3 clusters Score -165892.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -165894.765625 Penalty: 3653.756836
	Iteration 13Q: 3 clusters Score -165894.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -165896.828125 Penalty: 3653.756836
	Iteration 14Q: 3 clusters Score -165896.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -165897.562500 Penalty: 3653.756836
	Iteration 15Q: 3 clusters Score -165897.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -165897.562500 Penalty: 3653.756836
	Iteration 16F: 3 clusters Score -165897.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -13971.347656 Penalty: 1280.866943
	Iteration 0F: 2 clusters Score -13971.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12957.613281 Penalty: 2561.733887
	Iteration 0F: 3 clusters Score -12957.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13007.919922 Penalty: 2561.733887
	Iteration 1F: 3 clusters Score -13007.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13013.548828 Penalty: 2561.733887
	Iteration 2Q: 3 clusters Score -13013.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13023.357422 Penalty: 2561.733887
	Iteration 3Q: 3 clusters Score -13023.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -13027.916016 Penalty: 2561.733887
	Iteration 4Q: 3 clusters Score -13027.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -13027.916016 Penalty: 2561.733887
	Iteration 5F: 3 clusters Score -13027.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Entering Unmasked Estep 
Score: -4151483.500000 Penalty: 2612.851074
	Iteration 0F: 2 clusters Score -4151484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -4125807.500000 Penalty: 5225.702148
	Iteration 0F: 3 clusters Score -4125808 nChanged 17343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -4135220.750000 Penalty: 5225.702148
	Iteration 1F: 3 clusters Score -4135221 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -4135724.000000 Penalty: 5225.702148
	Iteration 2Q: 3 clusters Score -4135724 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -4136167.250000 Penalty: 5225.702148
	Iteration 3Q: 3 clusters Score -4136167 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -4136546.750000 Penalty: 5225.702148
	Iteration 4Q: 3 clusters Score -4136547 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -4136857.000000 Penalty: 5225.702148
	Iteration 5Q: 3 clusters Score -4136857 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -4137181.750000 Penalty: 5225.702148
	Iteration 6Q: 3 clusters Score -4137182 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -4137507.000000 Penalty: 5225.702148
	Iteration 7Q: 3 clusters Score -4137507 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -4137814.000000 Penalty: 5225.702148
	Iteration 8Q: 3 clusters Score -4137814 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -4138130.750000 Penalty: 5225.702148
	Iteration 9Q: 3 clusters Score -4138131 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -4138428.250000 Penalty: 5225.702148
	Iteration 10Q: 3 clusters Score -4138428 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -4138741.500000 Penalty: 5225.702148
	Iteration 11Q: 3 clusters Score -4138742 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -4139080.000000 Penalty: 5225.702148
	Iteration 12Q: 3 clusters Score -4139080 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -4139458.000000 Penalty: 5225.702148
	Iteration 13Q: 3 clusters Score -4139458 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -4139881.500000 Penalty: 5225.702148
	Iteration 14Q: 3 clusters Score -4139882 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -4140322.000000 Penalty: 5225.702148
	Iteration 15Q: 3 clusters Score -4140322 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -4140807.500000 Penalty: 5225.702148
	Iteration 16Q: 3 clusters Score -4140808 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -4141381.500000 Penalty: 5225.702148
	Iteration 17Q: 3 clusters Score -4141382 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -4142022.250000 Penalty: 5225.702148
	Iteration 18Q: 3 clusters Score -4142022 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -4142822.250000 Penalty: 5225.702148
	Iteration 19Q: 3 clusters Score -4142822 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -4143642.000000 Penalty: 5225.702148
	Iteration 20F: 3 clusters Score -4143642 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -4144313.000000 Penalty: 5225.702148
	Iteration 21Q: 3 clusters Score -4144313 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -4144700.000000 Penalty: 5225.702148
	Iteration 22Q: 3 clusters Score -4144700 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -4144891.250000 Penalty: 5225.702148
	Iteration 23Q: 3 clusters Score -4144891 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -4145016.750000 Penalty: 5225.702148
	Iteration 24Q: 3 clusters Score -4145017 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -4145104.500000 Penalty: 5225.702148
	Iteration 25Q: 3 clusters Score -4145104 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -4145169.250000 Penalty: 5225.702148
	Iteration 26Q: 3 clusters Score -4145169 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -4145237.000000 Penalty: 5225.702148
	Iteration 27Q: 3 clusters Score -4145237 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -4145264.500000 Penalty: 5225.702148
	Iteration 28Q: 3 clusters Score -4145264 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -4145295.250000 Penalty: 5225.702148
	Iteration 29Q: 3 clusters Score -4145295 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -4145328.500000 Penalty: 5225.702148
	Iteration 30Q: 3 clusters Score -4145328 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -4145354.000000 Penalty: 5225.702148
	Iteration 31Q: 3 clusters Score -4145354 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -4145382.750000 Penalty: 5225.702148
	Iteration 32Q: 3 clusters Score -4145383 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -4145402.250000 Penalty: 5225.702148
	Iteration 33Q: 3 clusters Score -4145402 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -4145406.750000 Penalty: 5225.702148
	Iteration 34Q: 3 clusters Score -4145407 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -4145432.000000 Penalty: 5225.702148
	Iteration 35Q: 3 clusters Score -4145432 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -4145448.500000 Penalty: 5225.702148
	Iteration 36Q: 3 clusters Score -4145448 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -4145455.000000 Penalty: 5225.702148
	Iteration 37Q: 3 clusters Score -4145455 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -4145455.000000 Penalty: 5225.702148
	Iteration 38Q: 3 clusters Score -4145455 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -4145475.000000 Penalty: 5225.702148
	Iteration 39Q: 3 clusters Score -4145475 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -4145458.500000 Penalty: 5225.702148
	Iteration 40F: 3 clusters Score -4145458 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -4145465.000000 Penalty: 5225.702148
	Iteration 41Q: 3 clusters Score -4145465 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -4145484.750000 Penalty: 5225.702148
	Iteration 42Q: 3 clusters Score -4145485 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -4145496.000000 Penalty: 5225.702148
	Iteration 43Q: 3 clusters Score -4145496 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -4145486.250000 Penalty: 5225.702148
	Iteration 44Q: 3 clusters Score -4145486 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -4145503.250000 Penalty: 5225.702148
	Iteration 45Q: 3 clusters Score -4145503 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -4145516.000000 Penalty: 5225.702148
	Iteration 46Q: 3 clusters Score -4145516 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -4145511.250000 Penalty: 5225.702148
	Iteration 47Q: 3 clusters Score -4145511 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -4145531.250000 Penalty: 5225.702148
	Iteration 48Q: 3 clusters Score -4145531 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -4145523.250000 Penalty: 5225.702148
	Iteration 49Q: 3 clusters Score -4145523 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -4145531.000000 Penalty: 5225.702148
	Iteration 50Q: 3 clusters Score -4145531 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -4145537.750000 Penalty: 5225.702148
	Iteration 51Q: 3 clusters Score -4145538 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -4145540.500000 Penalty: 5225.702148
	Iteration 52Q: 3 clusters Score -4145540 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -4145540.750000 Penalty: 5225.702148
	Iteration 53Q: 3 clusters Score -4145541 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -4145548.750000 Penalty: 5225.702148
	Iteration 54Q: 3 clusters Score -4145549 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -4145560.500000 Penalty: 5225.702148
	Iteration 55Q: 3 clusters Score -4145560 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -4145556.000000 Penalty: 5225.702148
	Iteration 56Q: 3 clusters Score -4145556 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -4145572.000000 Penalty: 5225.702148
	Iteration 57Q: 3 clusters Score -4145572 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -4145570.250000 Penalty: 5225.702148
	Iteration 58Q: 3 clusters Score -4145570 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -4145574.000000 Penalty: 5225.702148
	Iteration 59Q: 3 clusters Score -4145574 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -4145573.500000 Penalty: 5225.702148
	Iteration 60F: 3 clusters Score -4145574 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -4145584.500000 Penalty: 5225.702148
	Iteration 61Q: 3 clusters Score -4145584 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -4145583.750000 Penalty: 5225.702148
	Iteration 62Q: 3 clusters Score -4145584 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -4145587.500000 Penalty: 5225.702148
	Iteration 63Q: 3 clusters Score -4145588 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -4145585.000000 Penalty: 5225.702148
	Iteration 64Q: 3 clusters Score -4145585 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -4145587.500000 Penalty: 5225.702148
	Iteration 65Q: 3 clusters Score -4145588 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -4145590.750000 Penalty: 5225.702148
	Iteration 66Q: 3 clusters Score -4145591 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -4145590.500000 Penalty: 5225.702148
	Iteration 67Q: 3 clusters Score -4145590 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -4145602.500000 Penalty: 5225.702148
	Iteration 68Q: 3 clusters Score -4145602 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -4145605.500000 Penalty: 5225.702148
	Iteration 69Q: 3 clusters Score -4145606 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -4145605.250000 Penalty: 5225.702148
	Iteration 70Q: 3 clusters Score -4145605 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -4145609.500000 Penalty: 5225.702148
	Iteration 71Q: 3 clusters Score -4145610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -4145626.250000 Penalty: 5225.702148
	Iteration 72Q: 3 clusters Score -4145626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -4145629.500000 Penalty: 5225.702148
	Iteration 73Q: 3 clusters Score -4145630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -4145633.000000 Penalty: 5225.702148
	Iteration 74Q: 3 clusters Score -4145633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -4145630.500000 Penalty: 5225.702148
	Iteration 75Q: 3 clusters Score -4145630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -4145627.750000 Penalty: 5225.702148
	Iteration 76Q: 3 clusters Score -4145628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -4145633.750000 Penalty: 5225.702148
	Iteration 77Q: 3 clusters Score -4145634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -4145632.500000 Penalty: 5225.702148
	Iteration 78Q: 3 clusters Score -4145632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -4145635.500000 Penalty: 5225.702148
	Iteration 79Q: 3 clusters Score -4145636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -4145633.250000 Penalty: 5225.702148
	Iteration 80F: 3 clusters Score -4145633 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -4145636.000000 Penalty: 5225.702148
	Iteration 81Q: 3 clusters Score -4145636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -4145635.000000 Penalty: 5225.702148
	Iteration 82Q: 3 clusters Score -4145635 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -4145627.750000 Penalty: 5225.702148
	Iteration 83Q: 3 clusters Score -4145628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -4145631.500000 Penalty: 5225.702148
	Iteration 84Q: 3 clusters Score -4145632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -4145641.000000 Penalty: 5225.702148
	Iteration 85Q: 3 clusters Score -4145641 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -4145637.000000 Penalty: 5225.702148
	Iteration 86Q: 3 clusters Score -4145637 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -4145642.750000 Penalty: 5225.702148
	Iteration 87Q: 3 clusters Score -4145643 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -4145642.500000 Penalty: 5225.702148
	Iteration 88Q: 3 clusters Score -4145642 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -4145639.750000 Penalty: 5225.702148
	Iteration 89Q: 3 clusters Score -4145640 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -4145652.000000 Penalty: 5225.702148
	Iteration 90Q: 3 clusters Score -4145652 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -4145645.250000 Penalty: 5225.702148
	Iteration 91Q: 3 clusters Score -4145645 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -4145640.250000 Penalty: 5225.702148
	Iteration 92Q: 3 clusters Score -4145640 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -4145632.500000 Penalty: 5225.702148
	Iteration 93Q: 3 clusters Score -4145632 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -4145638.750000 Penalty: 5225.702148
	Iteration 94Q: 3 clusters Score -4145639 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -4145633.750000 Penalty: 5225.702148
	Iteration 95Q: 3 clusters Score -4145634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -4145642.750000 Penalty: 5225.702148
	Iteration 96Q: 3 clusters Score -4145643 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -4145639.500000 Penalty: 5225.702148
	Iteration 97Q: 3 clusters Score -4145640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -4145639.750000 Penalty: 5225.702148
	Iteration 98Q: 3 clusters Score -4145640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -4145638.750000 Penalty: 5225.702148
	Iteration 99Q: 3 clusters Score -4145639 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -4145635.750000 Penalty: 5225.702148
	Iteration 100F: 3 clusters Score -4145636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -4145641.750000 Penalty: 5225.702148
	Iteration 101Q: 3 clusters Score -4145642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -4145646.250000 Penalty: 5225.702148
	Iteration 102Q: 3 clusters Score -4145646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -4145645.250000 Penalty: 5225.702148
	Iteration 103Q: 3 clusters Score -4145645 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -4145646.250000 Penalty: 5225.702148
	Iteration 104Q: 3 clusters Score -4145646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -4145645.000000 Penalty: 5225.702148
	Iteration 105Q: 3 clusters Score -4145645 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -4145648.500000 Penalty: 5225.702148
	Iteration 106Q: 3 clusters Score -4145648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -4145650.750000 Penalty: 5225.702148
	Iteration 107Q: 3 clusters Score -4145651 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -4145652.750000 Penalty: 5225.702148
	Iteration 108Q: 3 clusters Score -4145653 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -4145647.500000 Penalty: 5225.702148
	Iteration 109Q: 3 clusters Score -4145648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -4145648.500000 Penalty: 5225.702148
	Iteration 110Q: 3 clusters Score -4145648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -4145645.000000 Penalty: 5225.702148
	Iteration 111Q: 3 clusters Score -4145645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -4145642.500000 Penalty: 5225.702148
	Iteration 112Q: 3 clusters Score -4145642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -4145646.750000 Penalty: 5225.702148
	Iteration 113Q: 3 clusters Score -4145647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -4145650.250000 Penalty: 5225.702148
	Iteration 114Q: 3 clusters Score -4145650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -4145642.500000 Penalty: 5225.702148
	Iteration 115Q: 3 clusters Score -4145642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -4145644.000000 Penalty: 5225.702148
	Iteration 116Q: 3 clusters Score -4145644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -4145643.000000 Penalty: 5225.702148
	Iteration 117Q: 3 clusters Score -4145643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -4145639.000000 Penalty: 5225.702148
	Iteration 118Q: 3 clusters Score -4145639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -4145637.500000 Penalty: 5225.702148
	Iteration 119Q: 3 clusters Score -4145638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -4145639.500000 Penalty: 5225.702148
	Iteration 120F: 3 clusters Score -4145640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -4145647.500000 Penalty: 5225.702148
	Iteration 121Q: 3 clusters Score -4145648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -4145638.750000 Penalty: 5225.702148
	Iteration 122Q: 3 clusters Score -4145639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -4145645.250000 Penalty: 5225.702148
	Iteration 123Q: 3 clusters Score -4145645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -4145641.500000 Penalty: 5225.702148
	Iteration 124Q: 3 clusters Score -4145642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -4145641.500000 Penalty: 5225.702148
	Iteration 125Q: 3 clusters Score -4145642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -4145643.000000 Penalty: 5225.702148
	Iteration 126Q: 3 clusters Score -4145643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -4145641.000000 Penalty: 5225.702148
	Iteration 127Q: 3 clusters Score -4145641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -4145641.000000 Penalty: 5225.702148
	Iteration 128F: 3 clusters Score -4145641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Entering Unmasked Estep 
Score: -225651.906250 Penalty: 1889.326294
	Iteration 0F: 2 clusters Score -225651.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -222970.484375 Penalty: 3778.652588
	Iteration 0F: 3 clusters Score -222970.5 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -223417.718750 Penalty: 3778.652588
	Iteration 1F: 3 clusters Score -223417.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -223552.765625 Penalty: 3778.652588
	Iteration 2F: 3 clusters Score -223552.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -223628.109375 Penalty: 3778.652588
	Iteration 3Q: 3 clusters Score -223628.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -223660.546875 Penalty: 3778.652588
	Iteration 4Q: 3 clusters Score -223660.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -223676.046875 Penalty: 3778.652588
	Iteration 5Q: 3 clusters Score -223676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -223689.187500 Penalty: 3778.652588
	Iteration 6Q: 3 clusters Score -223689.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -223701.046875 Penalty: 3778.652588
	Iteration 7Q: 3 clusters Score -223701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -223710.156250 Penalty: 3778.652588
	Iteration 8Q: 3 clusters Score -223710.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -223715.468750 Penalty: 3778.652588
	Iteration 9Q: 3 clusters Score -223715.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -223719.734375 Penalty: 3778.652588
	Iteration 10Q: 3 clusters Score -223719.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -223723.453125 Penalty: 3778.652588
	Iteration 11Q: 3 clusters Score -223723.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -223724.718750 Penalty: 3778.652588
	Iteration 12Q: 3 clusters Score -223724.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -223727.640625 Penalty: 3778.652588
	Iteration 13Q: 3 clusters Score -223727.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -223729.718750 Penalty: 3778.652588
	Iteration 14Q: 3 clusters Score -223729.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -223730.484375 Penalty: 3778.652588
	Iteration 15Q: 3 clusters Score -223730.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -223730.484375 Penalty: 3778.652588
	Iteration 16F: 3 clusters Score -223730.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (139207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139207 members 
Entering Unmasked Estep 
Score: -14256950.000000 Penalty: 2937.241943
	Iteration 0F: 2 clusters Score -1.425695e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69420 members 
Mstep: Class 2 contains 69787 members 
Entering Unmasked Estep 
Score: -14163866.000000 Penalty: 5874.483887
	Iteration 0F: 3 clusters Score -1.416387e+07 nChanged 66649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67069 members 
Mstep: Class 2 contains 72138 members 
Entering Unmasked Estep 
Score: -14203525.000000 Penalty: 5874.483887
	Iteration 1F: 3 clusters Score -1.420352e+07 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65952 members 
Mstep: Class 2 contains 73255 members 
Entering Unmasked Estep 
Score: -14205150.000000 Penalty: 5874.483887
	Iteration 2Q: 3 clusters Score -1.420515e+07 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64392 members 
Mstep: Class 2 contains 74815 members 
Entering Unmasked Estep 
Score: -14207356.000000 Penalty: 5874.483887
	Iteration 3Q: 3 clusters Score -1.420736e+07 nChanged 6693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61881 members 
Mstep: Class 2 contains 77326 members 
Entering Unmasked Estep 
Score: -14210463.000000 Penalty: 5874.483887
	Iteration 4Q: 3 clusters Score -1.421046e+07 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58337 members 
Mstep: Class 2 contains 80870 members 
Entering Unmasked Estep 
Score: -14214617.000000 Penalty: 5874.483887
	Iteration 5F: 3 clusters Score -1.421462e+07 nChanged 8366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53757 members 
Mstep: Class 2 contains 85450 members 
Entering Unmasked Estep 
Score: -14219992.000000 Penalty: 5874.483887
	Iteration 6F: 3 clusters Score -1.421999e+07 nChanged 8492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48557 members 
Mstep: Class 2 contains 90650 members 
Entering Unmasked Estep 
Score: -14225845.000000 Penalty: 5874.483887
	Iteration 7F: 3 clusters Score -1.422584e+07 nChanged 8131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43320 members 
Mstep: Class 2 contains 95887 members 
Entering Unmasked Estep 
Score: -14231652.000000 Penalty: 5874.483887
	Iteration 8F: 3 clusters Score -1.423165e+07 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38445 members 
Mstep: Class 2 contains 100762 members 
Entering Unmasked Estep 
Score: -14236388.000000 Penalty: 5874.483887
	Iteration 9F: 3 clusters Score -1.423639e+07 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 104897 members 
Entering Unmasked Estep 
Score: -14239836.000000 Penalty: 5874.483887
	Iteration 10Q: 3 clusters Score -1.423984e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 108513 members 
Entering Unmasked Estep 
Score: -14242483.000000 Penalty: 5874.483887
	Iteration 11Q: 3 clusters Score -1.424248e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 111786 members 
Entering Unmasked Estep 
Score: -14244609.000000 Penalty: 5874.483887
	Iteration 12Q: 3 clusters Score -1.424461e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 114684 members 
Entering Unmasked Estep 
Score: -14246574.000000 Penalty: 5874.483887
	Iteration 13Q: 3 clusters Score -1.424657e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 117319 members 
Entering Unmasked Estep 
Score: -14248610.000000 Penalty: 5874.483887
	Iteration 14Q: 3 clusters Score -1.424861e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 119555 members 
Entering Unmasked Estep 
Score: -14250011.000000 Penalty: 5874.483887
	Iteration 15Q: 3 clusters Score -1.425001e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 121360 members 
Entering Unmasked Estep 
Score: -14251095.000000 Penalty: 5874.483887
	Iteration 16Q: 3 clusters Score -1.42511e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 122940 members 
Entering Unmasked Estep 
Score: -14251946.000000 Penalty: 5874.483887
	Iteration 17Q: 3 clusters Score -1.425195e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 124355 members 
Entering Unmasked Estep 
Score: -14252595.000000 Penalty: 5874.483887
	Iteration 18Q: 3 clusters Score -1.42526e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 125616 members 
Entering Unmasked Estep 
Score: -14253070.000000 Penalty: 5874.483887
	Iteration 19Q: 3 clusters Score -1.425307e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 126759 members 
Entering Unmasked Estep 
Score: -14253450.000000 Penalty: 5874.483887
	Iteration 20F: 3 clusters Score -1.425345e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 127862 members 
Entering Unmasked Estep 
Score: -14253942.000000 Penalty: 5874.483887
	Iteration 21Q: 3 clusters Score -1.425394e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 128853 members 
Entering Unmasked Estep 
Score: -14254279.000000 Penalty: 5874.483887
	Iteration 22Q: 3 clusters Score -1.425428e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 129731 members 
Entering Unmasked Estep 
Score: -14254629.000000 Penalty: 5874.483887
	Iteration 23Q: 3 clusters Score -1.425463e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 130530 members 
Entering Unmasked Estep 
Score: -14254857.000000 Penalty: 5874.483887
	Iteration 24Q: 3 clusters Score -1.425486e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 131257 members 
Entering Unmasked Estep 
Score: -14255153.000000 Penalty: 5874.483887
	Iteration 25Q: 3 clusters Score -1.425515e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 131874 members 
Entering Unmasked Estep 
Score: -14255383.000000 Penalty: 5874.483887
	Iteration 26Q: 3 clusters Score -1.425538e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 132434 members 
Entering Unmasked Estep 
Score: -14255564.000000 Penalty: 5874.483887
	Iteration 27Q: 3 clusters Score -1.425556e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 132917 members 
Entering Unmasked Estep 
Score: -14255689.000000 Penalty: 5874.483887
	Iteration 28Q: 3 clusters Score -1.425569e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 133291 members 
Entering Unmasked Estep 
Score: -14255935.000000 Penalty: 5874.483887
	Iteration 29Q: 3 clusters Score -1.425594e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 133605 members 
Entering Unmasked Estep 
Score: -14256004.000000 Penalty: 5874.483887
	Iteration 30Q: 3 clusters Score -1.4256e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 133865 members 
Entering Unmasked Estep 
Score: -14256090.000000 Penalty: 5874.483887
	Iteration 31Q: 3 clusters Score -1.425609e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 134109 members 
Entering Unmasked Estep 
Score: -14256130.000000 Penalty: 5874.483887
	Iteration 32Q: 3 clusters Score -1.425613e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 134273 members 
Entering Unmasked Estep 
Score: -14256205.000000 Penalty: 5874.483887
	Iteration 33Q: 3 clusters Score -1.42562e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 134395 members 
Entering Unmasked Estep 
Score: -14256257.000000 Penalty: 5874.483887
	Iteration 34Q: 3 clusters Score -1.425626e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 134483 members 
Entering Unmasked Estep 
Score: -14256274.000000 Penalty: 5874.483887
	Iteration 35Q: 3 clusters Score -1.425627e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 134547 members 
Entering Unmasked Estep 
Score: -14256183.000000 Penalty: 5874.483887
	Iteration 36Q: 3 clusters Score -1.425618e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 134616 members 
Entering Unmasked Estep 
Score: -14256187.000000 Penalty: 5874.483887
	Iteration 37Q: 3 clusters Score -1.425619e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 134657 members 
Entering Unmasked Estep 
Score: -14256224.000000 Penalty: 5874.483887
	Iteration 38Q: 3 clusters Score -1.425622e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 134704 members 
Entering Unmasked Estep 
Score: -14256272.000000 Penalty: 5874.483887
	Iteration 39Q: 3 clusters Score -1.425627e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 134747 members 
Entering Unmasked Estep 
Score: -14256307.000000 Penalty: 5874.483887
	Iteration 40F: 3 clusters Score -1.425631e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 134784 members 
Entering Unmasked Estep 
Score: -14256301.000000 Penalty: 5874.483887
	Iteration 41Q: 3 clusters Score -1.42563e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 134808 members 
Entering Unmasked Estep 
Score: -14256299.000000 Penalty: 5874.483887
	Iteration 42Q: 3 clusters Score -1.42563e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 134841 members 
Entering Unmasked Estep 
Score: -14256248.000000 Penalty: 5874.483887
	Iteration 43Q: 3 clusters Score -1.425625e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 134879 members 
Entering Unmasked Estep 
Score: -14256242.000000 Penalty: 5874.483887
	Iteration 44Q: 3 clusters Score -1.425624e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 134905 members 
Entering Unmasked Estep 
Score: -14256221.000000 Penalty: 5874.483887
	Iteration 45Q: 3 clusters Score -1.425622e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 134944 members 
Entering Unmasked Estep 
Score: -14256203.000000 Penalty: 5874.483887
	Iteration 46Q: 3 clusters Score -1.42562e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 134973 members 
Entering Unmasked Estep 
Score: -14256314.000000 Penalty: 5874.483887
	Iteration 47Q: 3 clusters Score -1.425631e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 134997 members 
Entering Unmasked Estep 
Score: -14256296.000000 Penalty: 5874.483887
	Iteration 48Q: 3 clusters Score -1.42563e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 135019 members 
Entering Unmasked Estep 
Score: -14256367.000000 Penalty: 5874.483887
	Iteration 49Q: 3 clusters Score -1.425637e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 135033 members 
Entering Unmasked Estep 
Score: -14256364.000000 Penalty: 5874.483887
	Iteration 50Q: 3 clusters Score -1.425636e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 135043 members 
Entering Unmasked Estep 
Score: -14256320.000000 Penalty: 5874.483887
	Iteration 51Q: 3 clusters Score -1.425632e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 135050 members 
Entering Unmasked Estep 
Score: -14256282.000000 Penalty: 5874.483887
	Iteration 52Q: 3 clusters Score -1.425628e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 135063 members 
Entering Unmasked Estep 
Score: -14256310.000000 Penalty: 5874.483887
	Iteration 53Q: 3 clusters Score -1.425631e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 135073 members 
Entering Unmasked Estep 
Score: -14256300.000000 Penalty: 5874.483887
	Iteration 54Q: 3 clusters Score -1.42563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 135076 members 
Entering Unmasked Estep 
Score: -14256343.000000 Penalty: 5874.483887
	Iteration 55Q: 3 clusters Score -1.425634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 135079 members 
Entering Unmasked Estep 
Score: -14256343.000000 Penalty: 5874.483887
	Iteration 56Q: 3 clusters Score -1.425634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 135082 members 
Entering Unmasked Estep 
Score: -14256347.000000 Penalty: 5874.483887
	Iteration 57Q: 3 clusters Score -1.425635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 135085 members 
Entering Unmasked Estep 
Score: -14256355.000000 Penalty: 5874.483887
	Iteration 58Q: 3 clusters Score -1.425636e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 135087 members 
Entering Unmasked Estep 
Score: -14256351.000000 Penalty: 5874.483887
	Iteration 59Q: 3 clusters Score -1.425635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 135090 members 
Entering Unmasked Estep 
Score: -14256340.000000 Penalty: 5874.483887
	Iteration 60F: 3 clusters Score -1.425634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 135092 members 
Entering Unmasked Estep 
Score: -14256360.000000 Penalty: 5874.483887
	Iteration 61Q: 3 clusters Score -1.425636e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 135094 members 
Entering Unmasked Estep 
Score: -14256344.000000 Penalty: 5874.483887
	Iteration 62Q: 3 clusters Score -1.425634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 135095 members 
Entering Unmasked Estep 
Score: -14256351.000000 Penalty: 5874.483887
	Iteration 63Q: 3 clusters Score -1.425635e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 135095 members 
Entering Unmasked Estep 
Score: -14256351.000000 Penalty: 5874.483887
	Iteration 64F: 3 clusters Score -1.425635e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Entering Unmasked Estep 
Score: -348985.375000 Penalty: 2010.490479
	Iteration 0F: 2 clusters Score -348985.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -345528.625000 Penalty: 4020.980957
	Iteration 0F: 3 clusters Score -345528.6 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -346287.062500 Penalty: 4020.980957
	Iteration 1F: 3 clusters Score -346287.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -346483.375000 Penalty: 4020.980957
	Iteration 2F: 3 clusters Score -346483.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -346617.250000 Penalty: 4020.980957
	Iteration 3F: 3 clusters Score -346617.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -346754.375000 Penalty: 4020.980957
	Iteration 4Q: 3 clusters Score -346754.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -346892.562500 Penalty: 4020.980957
	Iteration 5Q: 3 clusters Score -346892.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -347051.187500 Penalty: 4020.980957
	Iteration 6Q: 3 clusters Score -347051.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -347199.468750 Penalty: 4020.980957
	Iteration 7Q: 3 clusters Score -347199.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -347323.062500 Penalty: 4020.980957
	Iteration 8Q: 3 clusters Score -347323.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -347454.781250 Penalty: 4020.980957
	Iteration 9Q: 3 clusters Score -347454.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -347583.312500 Penalty: 4020.980957
	Iteration 10Q: 3 clusters Score -347583.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -347698.531250 Penalty: 4020.980957
	Iteration 11Q: 3 clusters Score -347698.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -347807.187500 Penalty: 4020.980957
	Iteration 12Q: 3 clusters Score -347807.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -347874.687500 Penalty: 4020.980957
	Iteration 13Q: 3 clusters Score -347874.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -347925.093750 Penalty: 4020.980957
	Iteration 14Q: 3 clusters Score -347925.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -347975.593750 Penalty: 4020.980957
	Iteration 15Q: 3 clusters Score -347975.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -348035.000000 Penalty: 4020.980957
	Iteration 16Q: 3 clusters Score -348035 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -348102.687500 Penalty: 4020.980957
	Iteration 17Q: 3 clusters Score -348102.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -348154.531250 Penalty: 4020.980957
	Iteration 18Q: 3 clusters Score -348154.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -348204.156250 Penalty: 4020.980957
	Iteration 19Q: 3 clusters Score -348204.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -348247.031250 Penalty: 4020.980957
	Iteration 20F: 3 clusters Score -348247 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -348289.343750 Penalty: 4020.980957
	Iteration 21Q: 3 clusters Score -348289.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -348334.187500 Penalty: 4020.980957
	Iteration 22Q: 3 clusters Score -348334.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -348362.375000 Penalty: 4020.980957
	Iteration 23Q: 3 clusters Score -348362.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -348386.437500 Penalty: 4020.980957
	Iteration 24Q: 3 clusters Score -348386.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -348409.062500 Penalty: 4020.980957
	Iteration 25Q: 3 clusters Score -348409.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -348425.468750 Penalty: 4020.980957
	Iteration 26Q: 3 clusters Score -348425.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -348433.625000 Penalty: 4020.980957
	Iteration 27Q: 3 clusters Score -348433.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -348437.062500 Penalty: 4020.980957
	Iteration 28Q: 3 clusters Score -348437.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -348439.375000 Penalty: 4020.980957
	Iteration 29Q: 3 clusters Score -348439.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -348439.375000 Penalty: 4020.980957
	Iteration 30F: 3 clusters Score -348439.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Entering Unmasked Estep 
Score: -1439086.875000 Penalty: 2352.226807
	Iteration 0F: 2 clusters Score -1439087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1429524.500000 Penalty: 4704.453613
	Iteration 0F: 3 clusters Score -1429524 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1432436.625000 Penalty: 4704.453613
	Iteration 1F: 3 clusters Score -1432437 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1432796.375000 Penalty: 4704.453613
	Iteration 2F: 3 clusters Score -1432796 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1433175.250000 Penalty: 4704.453613
	Iteration 3F: 3 clusters Score -1433175 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1433698.625000 Penalty: 4704.453613
	Iteration 4F: 3 clusters Score -1433699 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1434477.500000 Penalty: 4704.453613
	Iteration 5F: 3 clusters Score -1434478 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1435432.000000 Penalty: 4704.453613
	Iteration 6F: 3 clusters Score -1435432 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1436324.500000 Penalty: 4704.453613
	Iteration 7F: 3 clusters Score -1436324 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1436920.625000 Penalty: 4704.453613
	Iteration 8F: 3 clusters Score -1436921 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1437243.375000 Penalty: 4704.453613
	Iteration 9Q: 3 clusters Score -1437243 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1437389.125000 Penalty: 4704.453613
	Iteration 10Q: 3 clusters Score -1437389 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1437449.250000 Penalty: 4704.453613
	Iteration 11Q: 3 clusters Score -1437449 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1437481.250000 Penalty: 4704.453613
	Iteration 12Q: 3 clusters Score -1437481 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1437503.500000 Penalty: 4704.453613
	Iteration 13Q: 3 clusters Score -1437504 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1437524.500000 Penalty: 4704.453613
	Iteration 14Q: 3 clusters Score -1437524 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1437540.375000 Penalty: 4704.453613
	Iteration 15Q: 3 clusters Score -1437540 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1437546.750000 Penalty: 4704.453613
	Iteration 16Q: 3 clusters Score -1437547 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1437556.000000 Penalty: 4704.453613
	Iteration 17Q: 3 clusters Score -1437556 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1437556.000000 Penalty: 4704.453613
	Iteration 18Q: 3 clusters Score -1437556 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1437564.750000 Penalty: 4704.453613
	Iteration 19Q: 3 clusters Score -1437565 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1437570.000000 Penalty: 4704.453613
	Iteration 20F: 3 clusters Score -1437570 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1437570.875000 Penalty: 4704.453613
	Iteration 21Q: 3 clusters Score -1437571 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1437573.625000 Penalty: 4704.453613
	Iteration 22Q: 3 clusters Score -1437574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1437576.875000 Penalty: 4704.453613
	Iteration 23Q: 3 clusters Score -1437577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1437578.625000 Penalty: 4704.453613
	Iteration 24Q: 3 clusters Score -1437579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1437581.125000 Penalty: 4704.453613
	Iteration 25Q: 3 clusters Score -1437581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1437582.250000 Penalty: 4704.453613
	Iteration 26Q: 3 clusters Score -1437582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1437580.375000 Penalty: 4704.453613
	Iteration 27Q: 3 clusters Score -1437580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1437578.625000 Penalty: 4704.453613
	Iteration 28Q: 3 clusters Score -1437579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1437577.625000 Penalty: 4704.453613
	Iteration 29Q: 3 clusters Score -1437578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1437577.625000 Penalty: 4704.453613
	Iteration 30F: 3 clusters Score -1437578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Entering Unmasked Estep 
Score: -324030.093750 Penalty: 1979.554565
	Iteration 0F: 2 clusters Score -324030.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -320758.593750 Penalty: 3959.109131
	Iteration 0F: 3 clusters Score -320758.6 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -321416.812500 Penalty: 3959.109131
	Iteration 1F: 3 clusters Score -321416.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -321590.468750 Penalty: 3959.109131
	Iteration 2F: 3 clusters Score -321590.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -321675.406250 Penalty: 3959.109131
	Iteration 3Q: 3 clusters Score -321675.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -321731.656250 Penalty: 3959.109131
	Iteration 4Q: 3 clusters Score -321731.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -321772.968750 Penalty: 3959.109131
	Iteration 5Q: 3 clusters Score -321773 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -321798.375000 Penalty: 3959.109131
	Iteration 6Q: 3 clusters Score -321798.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -321818.062500 Penalty: 3959.109131
	Iteration 7Q: 3 clusters Score -321818.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -321833.906250 Penalty: 3959.109131
	Iteration 8Q: 3 clusters Score -321833.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -321847.000000 Penalty: 3959.109131
	Iteration 9Q: 3 clusters Score -321847 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -321857.562500 Penalty: 3959.109131
	Iteration 10Q: 3 clusters Score -321857.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -321866.656250 Penalty: 3959.109131
	Iteration 11Q: 3 clusters Score -321866.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -321874.031250 Penalty: 3959.109131
	Iteration 12Q: 3 clusters Score -321874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -321881.812500 Penalty: 3959.109131
	Iteration 13Q: 3 clusters Score -321881.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -321888.906250 Penalty: 3959.109131
	Iteration 14Q: 3 clusters Score -321888.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -321894.468750 Penalty: 3959.109131
	Iteration 15Q: 3 clusters Score -321894.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -321899.218750 Penalty: 3959.109131
	Iteration 16Q: 3 clusters Score -321899.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -321900.781250 Penalty: 3959.109131
	Iteration 17Q: 3 clusters Score -321900.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -321902.156250 Penalty: 3959.109131
	Iteration 18Q: 3 clusters Score -321902.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -321902.156250 Penalty: 3959.109131
	Iteration 19F: 3 clusters Score -321902.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Entering Unmasked Estep 
Score: -876223.562500 Penalty: 2232.883301
	Iteration 0F: 2 clusters Score -876223.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -869844.812500 Penalty: 4465.766602
	Iteration 0F: 3 clusters Score -869844.8 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -871627.312500 Penalty: 4465.766602
	Iteration 1F: 3 clusters Score -871627.3 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -871884.625000 Penalty: 4465.766602
	Iteration 2F: 3 clusters Score -871884.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -872083.125000 Penalty: 4465.766602
	Iteration 3Q: 3 clusters Score -872083.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -872224.312500 Penalty: 4465.766602
	Iteration 4Q: 3 clusters Score -872224.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -872326.250000 Penalty: 4465.766602
	Iteration 5Q: 3 clusters Score -872326.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -872420.562500 Penalty: 4465.766602
	Iteration 6Q: 3 clusters Score -872420.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -872500.500000 Penalty: 4465.766602
	Iteration 7Q: 3 clusters Score -872500.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -872567.750000 Penalty: 4465.766602
	Iteration 8Q: 3 clusters Score -872567.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -872634.937500 Penalty: 4465.766602
	Iteration 9Q: 3 clusters Score -872634.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -872712.625000 Penalty: 4465.766602
	Iteration 10Q: 3 clusters Score -872712.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -872784.875000 Penalty: 4465.766602
	Iteration 11Q: 3 clusters Score -872784.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -872864.500000 Penalty: 4465.766602
	Iteration 12Q: 3 clusters Score -872864.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -872936.562500 Penalty: 4465.766602
	Iteration 13Q: 3 clusters Score -872936.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -873022.687500 Penalty: 4465.766602
	Iteration 14Q: 3 clusters Score -873022.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -873134.687500 Penalty: 4465.766602
	Iteration 15Q: 3 clusters Score -873134.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -873246.312500 Penalty: 4465.766602
	Iteration 16Q: 3 clusters Score -873246.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -873367.062500 Penalty: 4465.766602
	Iteration 17Q: 3 clusters Score -873367.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -873466.750000 Penalty: 4465.766602
	Iteration 18Q: 3 clusters Score -873466.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -873564.750000 Penalty: 4465.766602
	Iteration 19Q: 3 clusters Score -873564.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -873662.375000 Penalty: 4465.766602
	Iteration 20F: 3 clusters Score -873662.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -873749.875000 Penalty: 4465.766602
	Iteration 21Q: 3 clusters Score -873749.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -873820.187500 Penalty: 4465.766602
	Iteration 22Q: 3 clusters Score -873820.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -873895.250000 Penalty: 4465.766602
	Iteration 23Q: 3 clusters Score -873895.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -873960.437500 Penalty: 4465.766602
	Iteration 24Q: 3 clusters Score -873960.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -874010.000000 Penalty: 4465.766602
	Iteration 25Q: 3 clusters Score -874010 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -874060.937500 Penalty: 4465.766602
	Iteration 26Q: 3 clusters Score -874060.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -874100.812500 Penalty: 4465.766602
	Iteration 27Q: 3 clusters Score -874100.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -874128.437500 Penalty: 4465.766602
	Iteration 28Q: 3 clusters Score -874128.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -874153.625000 Penalty: 4465.766602
	Iteration 29Q: 3 clusters Score -874153.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -874168.125000 Penalty: 4465.766602
	Iteration 30Q: 3 clusters Score -874168.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -874178.625000 Penalty: 4465.766602
	Iteration 31Q: 3 clusters Score -874178.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -874186.750000 Penalty: 4465.766602
	Iteration 32Q: 3 clusters Score -874186.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -874195.312500 Penalty: 4465.766602
	Iteration 33Q: 3 clusters Score -874195.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -874198.625000 Penalty: 4465.766602
	Iteration 34Q: 3 clusters Score -874198.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -874201.437500 Penalty: 4465.766602
	Iteration 35Q: 3 clusters Score -874201.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -874203.000000 Penalty: 4465.766602
	Iteration 36Q: 3 clusters Score -874203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -874205.812500 Penalty: 4465.766602
	Iteration 37Q: 3 clusters Score -874205.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -874209.687500 Penalty: 4465.766602
	Iteration 38Q: 3 clusters Score -874209.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -874213.000000 Penalty: 4465.766602
	Iteration 39Q: 3 clusters Score -874213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -874216.312500 Penalty: 4465.766602
	Iteration 40F: 3 clusters Score -874216.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -874218.062500 Penalty: 4465.766602
	Iteration 41Q: 3 clusters Score -874218.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -874219.062500 Penalty: 4465.766602
	Iteration 42Q: 3 clusters Score -874219.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -874219.062500 Penalty: 4465.766602
	Iteration 43F: 3 clusters Score -874219.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Entering Unmasked Estep 
Score: -422557.312500 Penalty: 2055.494385
	Iteration 0F: 2 clusters Score -422557.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -418641.093750 Penalty: 4110.988770
	Iteration 0F: 3 clusters Score -418641.1 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -419576.031250 Penalty: 4110.988770
	Iteration 1F: 3 clusters Score -419576 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -419933.781250 Penalty: 4110.988770
	Iteration 2F: 3 clusters Score -419933.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -420188.843750 Penalty: 4110.988770
	Iteration 3F: 3 clusters Score -420188.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -420443.687500 Penalty: 4110.988770
	Iteration 4F: 3 clusters Score -420443.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -420660.687500 Penalty: 4110.988770
	Iteration 5F: 3 clusters Score -420660.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -420847.625000 Penalty: 4110.988770
	Iteration 6Q: 3 clusters Score -420847.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -421006.750000 Penalty: 4110.988770
	Iteration 7Q: 3 clusters Score -421006.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -421162.062500 Penalty: 4110.988770
	Iteration 8Q: 3 clusters Score -421162.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -421335.656250 Penalty: 4110.988770
	Iteration 9Q: 3 clusters Score -421335.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -421500.906250 Penalty: 4110.988770
	Iteration 10Q: 3 clusters Score -421500.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -421599.500000 Penalty: 4110.988770
	Iteration 11Q: 3 clusters Score -421599.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -421635.687500 Penalty: 4110.988770
	Iteration 12Q: 3 clusters Score -421635.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -421653.125000 Penalty: 4110.988770
	Iteration 13Q: 3 clusters Score -421653.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -421664.437500 Penalty: 4110.988770
	Iteration 14Q: 3 clusters Score -421664.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -421681.718750 Penalty: 4110.988770
	Iteration 15Q: 3 clusters Score -421681.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -421694.937500 Penalty: 4110.988770
	Iteration 16Q: 3 clusters Score -421694.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -421708.562500 Penalty: 4110.988770
	Iteration 17Q: 3 clusters Score -421708.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -421727.281250 Penalty: 4110.988770
	Iteration 18Q: 3 clusters Score -421727.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -421743.250000 Penalty: 4110.988770
	Iteration 19Q: 3 clusters Score -421743.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -421760.218750 Penalty: 4110.988770
	Iteration 20F: 3 clusters Score -421760.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -421771.125000 Penalty: 4110.988770
	Iteration 21Q: 3 clusters Score -421771.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -421777.281250 Penalty: 4110.988770
	Iteration 22Q: 3 clusters Score -421777.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -421782.531250 Penalty: 4110.988770
	Iteration 23Q: 3 clusters Score -421782.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -421787.468750 Penalty: 4110.988770
	Iteration 24Q: 3 clusters Score -421787.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -421789.312500 Penalty: 4110.988770
	Iteration 25Q: 3 clusters Score -421789.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -421790.625000 Penalty: 4110.988770
	Iteration 26Q: 3 clusters Score -421790.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -421793.312500 Penalty: 4110.988770
	Iteration 27Q: 3 clusters Score -421793.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -421794.187500 Penalty: 4110.988770
	Iteration 28Q: 3 clusters Score -421794.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -421794.281250 Penalty: 4110.988770
	Iteration 29Q: 3 clusters Score -421794.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -421794.281250 Penalty: 4110.988770
	Iteration 30F: 3 clusters Score -421794.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Entering Unmasked Estep 
Score: -436954.500000 Penalty: 2071.608887
	Iteration 0F: 2 clusters Score -436954.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -432948.500000 Penalty: 4143.217773
	Iteration 0F: 3 clusters Score -432948.5 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -433834.187500 Penalty: 4143.217773
	Iteration 1F: 3 clusters Score -433834.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -434042.093750 Penalty: 4143.217773
	Iteration 2F: 3 clusters Score -434042.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -434196.062500 Penalty: 4143.217773
	Iteration 3F: 3 clusters Score -434196.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -434391.968750 Penalty: 4143.217773
	Iteration 4Q: 3 clusters Score -434392 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -434685.250000 Penalty: 4143.217773
	Iteration 5F: 3 clusters Score -434685.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -435077.625000 Penalty: 4143.217773
	Iteration 6F: 3 clusters Score -435077.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -435420.906250 Penalty: 4143.217773
	Iteration 7F: 3 clusters Score -435420.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -435648.000000 Penalty: 4143.217773
	Iteration 8F: 3 clusters Score -435648 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -435793.406250 Penalty: 4143.217773
	Iteration 9Q: 3 clusters Score -435793.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -435883.718750 Penalty: 4143.217773
	Iteration 10Q: 3 clusters Score -435883.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -435938.843750 Penalty: 4143.217773
	Iteration 11Q: 3 clusters Score -435938.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -435970.312500 Penalty: 4143.217773
	Iteration 12Q: 3 clusters Score -435970.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -435992.593750 Penalty: 4143.217773
	Iteration 13Q: 3 clusters Score -435992.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -436012.593750 Penalty: 4143.217773
	Iteration 14Q: 3 clusters Score -436012.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -436031.437500 Penalty: 4143.217773
	Iteration 15Q: 3 clusters Score -436031.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -436043.718750 Penalty: 4143.217773
	Iteration 16Q: 3 clusters Score -436043.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -436053.656250 Penalty: 4143.217773
	Iteration 17Q: 3 clusters Score -436053.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -436062.937500 Penalty: 4143.217773
	Iteration 18Q: 3 clusters Score -436062.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -436067.718750 Penalty: 4143.217773
	Iteration 19Q: 3 clusters Score -436067.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -436072.750000 Penalty: 4143.217773
	Iteration 20F: 3 clusters Score -436072.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -436077.031250 Penalty: 4143.217773
	Iteration 21Q: 3 clusters Score -436077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -436081.125000 Penalty: 4143.217773
	Iteration 22Q: 3 clusters Score -436081.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -436087.406250 Penalty: 4143.217773
	Iteration 23Q: 3 clusters Score -436087.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -436090.312500 Penalty: 4143.217773
	Iteration 24Q: 3 clusters Score -436090.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -436092.687500 Penalty: 4143.217773
	Iteration 25Q: 3 clusters Score -436092.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -436092.687500 Penalty: 4143.217773
	Iteration 26Q: 3 clusters Score -436092.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -436093.406250 Penalty: 4143.217773
	Iteration 27Q: 3 clusters Score -436093.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -436094.031250 Penalty: 4143.217773
	Iteration 28Q: 3 clusters Score -436094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -436095.093750 Penalty: 4143.217773
	Iteration 29Q: 3 clusters Score -436095.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -436094.968750 Penalty: 4143.217773
	Iteration 30Q: 3 clusters Score -436095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -436096.562500 Penalty: 4143.217773
	Iteration 31Q: 3 clusters Score -436096.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -436096.562500 Penalty: 4143.217773
	Iteration 32F: 3 clusters Score -436096.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (25447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Entering Unmasked Estep 
Score: -2743449.000000 Penalty: 2515.799561
	Iteration 0F: 2 clusters Score -2743449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -2725766.250000 Penalty: 5031.599121
	Iteration 0F: 3 clusters Score -2725766 nChanged 11439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -2731936.250000 Penalty: 5031.599121
	Iteration 1F: 3 clusters Score -2731936 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -2732372.500000 Penalty: 5031.599121
	Iteration 2F: 3 clusters Score -2732372 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -2732742.500000 Penalty: 5031.599121
	Iteration 3Q: 3 clusters Score -2732742 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -2733121.250000 Penalty: 5031.599121
	Iteration 4Q: 3 clusters Score -2733121 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -2733467.250000 Penalty: 5031.599121
	Iteration 5Q: 3 clusters Score -2733467 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -2733850.250000 Penalty: 5031.599121
	Iteration 6Q: 3 clusters Score -2733850 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -2734291.500000 Penalty: 5031.599121
	Iteration 7Q: 3 clusters Score -2734292 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -2734841.250000 Penalty: 5031.599121
	Iteration 8Q: 3 clusters Score -2734841 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -2735427.000000 Penalty: 5031.599121
	Iteration 9Q: 3 clusters Score -2735427 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -2736059.250000 Penalty: 5031.599121
	Iteration 10Q: 3 clusters Score -2736059 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -2736742.000000 Penalty: 5031.599121
	Iteration 11Q: 3 clusters Score -2736742 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -2737363.750000 Penalty: 5031.599121
	Iteration 12Q: 3 clusters Score -2737364 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -2737839.750000 Penalty: 5031.599121
	Iteration 13Q: 3 clusters Score -2737840 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -2738166.250000 Penalty: 5031.599121
	Iteration 14Q: 3 clusters Score -2738166 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -2738386.750000 Penalty: 5031.599121
	Iteration 15Q: 3 clusters Score -2738387 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -2738538.500000 Penalty: 5031.599121
	Iteration 16Q: 3 clusters Score -2738538 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -2738650.000000 Penalty: 5031.599121
	Iteration 17Q: 3 clusters Score -2738650 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -2738770.250000 Penalty: 5031.599121
	Iteration 18Q: 3 clusters Score -2738770 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -2738894.250000 Penalty: 5031.599121
	Iteration 19Q: 3 clusters Score -2738894 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -2739020.750000 Penalty: 5031.599121
	Iteration 20F: 3 clusters Score -2739021 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -2739175.500000 Penalty: 5031.599121
	Iteration 21Q: 3 clusters Score -2739176 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -2739318.000000 Penalty: 5031.599121
	Iteration 22Q: 3 clusters Score -2739318 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -2739471.750000 Penalty: 5031.599121
	Iteration 23Q: 3 clusters Score -2739472 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -2739611.250000 Penalty: 5031.599121
	Iteration 24Q: 3 clusters Score -2739611 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -2739766.250000 Penalty: 5031.599121
	Iteration 25Q: 3 clusters Score -2739766 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -2739917.250000 Penalty: 5031.599121
	Iteration 26Q: 3 clusters Score -2739917 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -2740078.500000 Penalty: 5031.599121
	Iteration 27Q: 3 clusters Score -2740078 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -2740208.750000 Penalty: 5031.599121
	Iteration 28Q: 3 clusters Score -2740209 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -2740328.500000 Penalty: 5031.599121
	Iteration 29Q: 3 clusters Score -2740328 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -2740445.750000 Penalty: 5031.599121
	Iteration 30Q: 3 clusters Score -2740446 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -2740557.250000 Penalty: 5031.599121
	Iteration 31Q: 3 clusters Score -2740557 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -2740654.500000 Penalty: 5031.599121
	Iteration 32Q: 3 clusters Score -2740654 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -2740744.000000 Penalty: 5031.599121
	Iteration 33Q: 3 clusters Score -2740744 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -2740844.500000 Penalty: 5031.599121
	Iteration 34Q: 3 clusters Score -2740844 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -2740914.000000 Penalty: 5031.599121
	Iteration 35Q: 3 clusters Score -2740914 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -2740981.000000 Penalty: 5031.599121
	Iteration 36Q: 3 clusters Score -2740981 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -2741033.500000 Penalty: 5031.599121
	Iteration 37Q: 3 clusters Score -2741034 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -2741094.500000 Penalty: 5031.599121
	Iteration 38Q: 3 clusters Score -2741094 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -2741152.250000 Penalty: 5031.599121
	Iteration 39Q: 3 clusters Score -2741152 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -2741236.500000 Penalty: 5031.599121
	Iteration 40F: 3 clusters Score -2741236 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -2741330.250000 Penalty: 5031.599121
	Iteration 41Q: 3 clusters Score -2741330 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -2741443.500000 Penalty: 5031.599121
	Iteration 42Q: 3 clusters Score -2741444 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -2741562.000000 Penalty: 5031.599121
	Iteration 43Q: 3 clusters Score -2741562 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -2741682.250000 Penalty: 5031.599121
	Iteration 44Q: 3 clusters Score -2741682 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -2741771.000000 Penalty: 5031.599121
	Iteration 45Q: 3 clusters Score -2741771 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -2741810.000000 Penalty: 5031.599121
	Iteration 46Q: 3 clusters Score -2741810 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -2741828.750000 Penalty: 5031.599121
	Iteration 47Q: 3 clusters Score -2741829 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -2741843.000000 Penalty: 5031.599121
	Iteration 48Q: 3 clusters Score -2741843 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -2741849.750000 Penalty: 5031.599121
	Iteration 49Q: 3 clusters Score -2741850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -2741854.000000 Penalty: 5031.599121
	Iteration 50Q: 3 clusters Score -2741854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -2741857.500000 Penalty: 5031.599121
	Iteration 51Q: 3 clusters Score -2741858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -2741863.750000 Penalty: 5031.599121
	Iteration 52Q: 3 clusters Score -2741864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -2741867.500000 Penalty: 5031.599121
	Iteration 53Q: 3 clusters Score -2741868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -2741873.250000 Penalty: 5031.599121
	Iteration 54Q: 3 clusters Score -2741873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -2741869.500000 Penalty: 5031.599121
	Iteration 55Q: 3 clusters Score -2741870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -2741878.500000 Penalty: 5031.599121
	Iteration 56Q: 3 clusters Score -2741878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -2741879.500000 Penalty: 5031.599121
	Iteration 57Q: 3 clusters Score -2741880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -2741879.000000 Penalty: 5031.599121
	Iteration 58Q: 3 clusters Score -2741879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -2741876.500000 Penalty: 5031.599121
	Iteration 59Q: 3 clusters Score -2741876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -2741880.500000 Penalty: 5031.599121
	Iteration 60F: 3 clusters Score -2741880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -2741885.000000 Penalty: 5031.599121
	Iteration 61Q: 3 clusters Score -2741885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -2741890.500000 Penalty: 5031.599121
	Iteration 62Q: 3 clusters Score -2741890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -2741891.750000 Penalty: 5031.599121
	Iteration 63Q: 3 clusters Score -2741892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -2741892.500000 Penalty: 5031.599121
	Iteration 64Q: 3 clusters Score -2741892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -2741889.500000 Penalty: 5031.599121
	Iteration 65Q: 3 clusters Score -2741890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -2741893.750000 Penalty: 5031.599121
	Iteration 66Q: 3 clusters Score -2741894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -2741893.000000 Penalty: 5031.599121
	Iteration 67Q: 3 clusters Score -2741893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -2741896.000000 Penalty: 5031.599121
	Iteration 68Q: 3 clusters Score -2741896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -2741896.000000 Penalty: 5031.599121
	Iteration 69Q: 3 clusters Score -2741896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -2741896.000000 Penalty: 5031.599121
	Iteration 70Q: 3 clusters Score -2741896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -2741900.750000 Penalty: 5031.599121
	Iteration 71Q: 3 clusters Score -2741901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -2741896.000000 Penalty: 5031.599121
	Iteration 72Q: 3 clusters Score -2741896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -2741899.000000 Penalty: 5031.599121
	Iteration 73Q: 3 clusters Score -2741899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -2741896.500000 Penalty: 5031.599121
	Iteration 74Q: 3 clusters Score -2741896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -2741899.250000 Penalty: 5031.599121
	Iteration 75Q: 3 clusters Score -2741899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -2741902.000000 Penalty: 5031.599121
	Iteration 76Q: 3 clusters Score -2741902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -2741902.000000 Penalty: 5031.599121
	Iteration 77F: 3 clusters Score -2741902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Entering Unmasked Estep 
Score: -538401.187500 Penalty: 2147.312744
	Iteration 0F: 2 clusters Score -538401.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -533425.000000 Penalty: 4294.625488
	Iteration 0F: 3 clusters Score -533425 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -534899.812500 Penalty: 4294.625488
	Iteration 1F: 3 clusters Score -534899.8 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -535421.375000 Penalty: 4294.625488
	Iteration 2F: 3 clusters Score -535421.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -536001.687500 Penalty: 4294.625488
	Iteration 3F: 3 clusters Score -536001.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -536521.687500 Penalty: 4294.625488
	Iteration 4F: 3 clusters Score -536521.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -536866.062500 Penalty: 4294.625488
	Iteration 5F: 3 clusters Score -536866.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -537059.562500 Penalty: 4294.625488
	Iteration 6Q: 3 clusters Score -537059.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -537210.125000 Penalty: 4294.625488
	Iteration 7Q: 3 clusters Score -537210.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -537319.812500 Penalty: 4294.625488
	Iteration 8Q: 3 clusters Score -537319.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -537422.000000 Penalty: 4294.625488
	Iteration 9Q: 3 clusters Score -537422 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -537514.125000 Penalty: 4294.625488
	Iteration 10Q: 3 clusters Score -537514.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -537595.812500 Penalty: 4294.625488
	Iteration 11Q: 3 clusters Score -537595.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -537663.125000 Penalty: 4294.625488
	Iteration 12Q: 3 clusters Score -537663.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -537723.875000 Penalty: 4294.625488
	Iteration 13Q: 3 clusters Score -537723.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -537754.812500 Penalty: 4294.625488
	Iteration 14Q: 3 clusters Score -537754.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -537775.125000 Penalty: 4294.625488
	Iteration 15Q: 3 clusters Score -537775.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -537787.000000 Penalty: 4294.625488
	Iteration 16Q: 3 clusters Score -537787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -537793.375000 Penalty: 4294.625488
	Iteration 17Q: 3 clusters Score -537793.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -537802.062500 Penalty: 4294.625488
	Iteration 18Q: 3 clusters Score -537802.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -537808.125000 Penalty: 4294.625488
	Iteration 19Q: 3 clusters Score -537808.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -537815.375000 Penalty: 4294.625488
	Iteration 20F: 3 clusters Score -537815.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -537826.750000 Penalty: 4294.625488
	Iteration 21Q: 3 clusters Score -537826.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -537834.312500 Penalty: 4294.625488
	Iteration 22Q: 3 clusters Score -537834.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -537837.000000 Penalty: 4294.625488
	Iteration 23Q: 3 clusters Score -537837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -537838.875000 Penalty: 4294.625488
	Iteration 24Q: 3 clusters Score -537838.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -537840.562500 Penalty: 4294.625488
	Iteration 25Q: 3 clusters Score -537840.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -537843.250000 Penalty: 4294.625488
	Iteration 26Q: 3 clusters Score -537843.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -537845.562500 Penalty: 4294.625488
	Iteration 27Q: 3 clusters Score -537845.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -537848.875000 Penalty: 4294.625488
	Iteration 28Q: 3 clusters Score -537848.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -537852.687500 Penalty: 4294.625488
	Iteration 29Q: 3 clusters Score -537852.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -537854.125000 Penalty: 4294.625488
	Iteration 30Q: 3 clusters Score -537854.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -537855.250000 Penalty: 4294.625488
	Iteration 31Q: 3 clusters Score -537855.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -537856.625000 Penalty: 4294.625488
	Iteration 32Q: 3 clusters Score -537856.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -537857.750000 Penalty: 4294.625488
	Iteration 33Q: 3 clusters Score -537857.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -537858.437500 Penalty: 4294.625488
	Iteration 34Q: 3 clusters Score -537858.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -537859.062500 Penalty: 4294.625488
	Iteration 35Q: 3 clusters Score -537859.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -537858.750000 Penalty: 4294.625488
	Iteration 36Q: 3 clusters Score -537858.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -537858.750000 Penalty: 4294.625488
	Iteration 37F: 3 clusters Score -537858.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Entering Unmasked Estep 
Score: -148884.656250 Penalty: 1805.783569
	Iteration 0F: 2 clusters Score -148884.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -146674.484375 Penalty: 3611.567139
	Iteration 0F: 3 clusters Score -146674.5 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -147157.296875 Penalty: 3611.567139
	Iteration 1F: 3 clusters Score -147157.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -147383.562500 Penalty: 3611.567139
	Iteration 2F: 3 clusters Score -147383.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -147553.265625 Penalty: 3611.567139
	Iteration 3F: 3 clusters Score -147553.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -147727.765625 Penalty: 3611.567139
	Iteration 4F: 3 clusters Score -147727.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -147853.828125 Penalty: 3611.567139
	Iteration 5F: 3 clusters Score -147853.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -147919.140625 Penalty: 3611.567139
	Iteration 6Q: 3 clusters Score -147919.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -147958.093750 Penalty: 3611.567139
	Iteration 7Q: 3 clusters Score -147958.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -147987.234375 Penalty: 3611.567139
	Iteration 8Q: 3 clusters Score -147987.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -148009.156250 Penalty: 3611.567139
	Iteration 9Q: 3 clusters Score -148009.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -148025.250000 Penalty: 3611.567139
	Iteration 10Q: 3 clusters Score -148025.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -148034.546875 Penalty: 3611.567139
	Iteration 11Q: 3 clusters Score -148034.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -148039.000000 Penalty: 3611.567139
	Iteration 12Q: 3 clusters Score -148039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -148040.828125 Penalty: 3611.567139
	Iteration 13Q: 3 clusters Score -148040.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -148042.218750 Penalty: 3611.567139
	Iteration 14Q: 3 clusters Score -148042.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -148042.218750 Penalty: 3611.567139
	Iteration 15F: 3 clusters Score -148042.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Entering Unmasked Estep 
Score: -2107628.750000 Penalty: 2461.522217
	Iteration 0F: 2 clusters Score -2107629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -2093286.250000 Penalty: 4923.044434
	Iteration 0F: 3 clusters Score -2093286 nChanged 9003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -2098180.750000 Penalty: 4923.044434
	Iteration 1F: 3 clusters Score -2098181 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -2098811.000000 Penalty: 4923.044434
	Iteration 2F: 3 clusters Score -2098811 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -2099446.500000 Penalty: 4923.044434
	Iteration 3F: 3 clusters Score -2099446 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -2100137.750000 Penalty: 4923.044434
	Iteration 4F: 3 clusters Score -2100138 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -2100834.750000 Penalty: 4923.044434
	Iteration 5F: 3 clusters Score -2100835 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -2101524.250000 Penalty: 4923.044434
	Iteration 6F: 3 clusters Score -2101524 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -2102158.250000 Penalty: 4923.044434
	Iteration 7F: 3 clusters Score -2102158 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -2102836.250000 Penalty: 4923.044434
	Iteration 8Q: 3 clusters Score -2102836 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -2103535.500000 Penalty: 4923.044434
	Iteration 9Q: 3 clusters Score -2103536 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -2104096.000000 Penalty: 4923.044434
	Iteration 10Q: 3 clusters Score -2104096 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -2104513.500000 Penalty: 4923.044434
	Iteration 11Q: 3 clusters Score -2104514 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -2104786.500000 Penalty: 4923.044434
	Iteration 12Q: 3 clusters Score -2104786 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -2104928.500000 Penalty: 4923.044434
	Iteration 13Q: 3 clusters Score -2104928 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -2105030.750000 Penalty: 4923.044434
	Iteration 14Q: 3 clusters Score -2105031 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -2105101.000000 Penalty: 4923.044434
	Iteration 15Q: 3 clusters Score -2105101 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -2105146.750000 Penalty: 4923.044434
	Iteration 16Q: 3 clusters Score -2105147 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -2105187.750000 Penalty: 4923.044434
	Iteration 17Q: 3 clusters Score -2105188 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -2105231.750000 Penalty: 4923.044434
	Iteration 18Q: 3 clusters Score -2105232 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -2105255.250000 Penalty: 4923.044434
	Iteration 19Q: 3 clusters Score -2105255 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -2105280.500000 Penalty: 4923.044434
	Iteration 20F: 3 clusters Score -2105280 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -2105311.250000 Penalty: 4923.044434
	Iteration 21Q: 3 clusters Score -2105311 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -2105336.750000 Penalty: 4923.044434
	Iteration 22Q: 3 clusters Score -2105337 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -2105354.000000 Penalty: 4923.044434
	Iteration 23Q: 3 clusters Score -2105354 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -2105380.250000 Penalty: 4923.044434
	Iteration 24Q: 3 clusters Score -2105380 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -2105405.500000 Penalty: 4923.044434
	Iteration 25Q: 3 clusters Score -2105406 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -2105418.750000 Penalty: 4923.044434
	Iteration 26Q: 3 clusters Score -2105419 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -2105435.750000 Penalty: 4923.044434
	Iteration 27Q: 3 clusters Score -2105436 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -2105458.000000 Penalty: 4923.044434
	Iteration 28Q: 3 clusters Score -2105458 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -2105465.250000 Penalty: 4923.044434
	Iteration 29Q: 3 clusters Score -2105465 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -2105479.750000 Penalty: 4923.044434
	Iteration 30Q: 3 clusters Score -2105480 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2105492.500000 Penalty: 4923.044434
	Iteration 31Q: 3 clusters Score -2105492 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -2105501.750000 Penalty: 4923.044434
	Iteration 32Q: 3 clusters Score -2105502 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -2105501.000000 Penalty: 4923.044434
	Iteration 33Q: 3 clusters Score -2105501 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -2105502.000000 Penalty: 4923.044434
	Iteration 34Q: 3 clusters Score -2105502 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -2105511.750000 Penalty: 4923.044434
	Iteration 35Q: 3 clusters Score -2105512 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -2105515.000000 Penalty: 4923.044434
	Iteration 36Q: 3 clusters Score -2105515 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -2105519.250000 Penalty: 4923.044434
	Iteration 37Q: 3 clusters Score -2105519 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -2105528.750000 Penalty: 4923.044434
	Iteration 38Q: 3 clusters Score -2105529 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -2105526.750000 Penalty: 4923.044434
	Iteration 39Q: 3 clusters Score -2105527 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -2105532.250000 Penalty: 4923.044434
	Iteration 40F: 3 clusters Score -2105532 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -2105544.750000 Penalty: 4923.044434
	Iteration 41Q: 3 clusters Score -2105545 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -2105541.250000 Penalty: 4923.044434
	Iteration 42Q: 3 clusters Score -2105541 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -2105544.750000 Penalty: 4923.044434
	Iteration 43Q: 3 clusters Score -2105545 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -2105539.750000 Penalty: 4923.044434
	Iteration 44Q: 3 clusters Score -2105540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -2105549.000000 Penalty: 4923.044434
	Iteration 45Q: 3 clusters Score -2105549 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -2105549.750000 Penalty: 4923.044434
	Iteration 46Q: 3 clusters Score -2105550 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -2105555.500000 Penalty: 4923.044434
	Iteration 47Q: 3 clusters Score -2105556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -2105557.750000 Penalty: 4923.044434
	Iteration 48Q: 3 clusters Score -2105558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -2105564.000000 Penalty: 4923.044434
	Iteration 49Q: 3 clusters Score -2105564 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -2105560.750000 Penalty: 4923.044434
	Iteration 50Q: 3 clusters Score -2105561 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -2105567.000000 Penalty: 4923.044434
	Iteration 51Q: 3 clusters Score -2105567 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -2105573.000000 Penalty: 4923.044434
	Iteration 52Q: 3 clusters Score -2105573 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -2105576.750000 Penalty: 4923.044434
	Iteration 53Q: 3 clusters Score -2105577 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -2105587.500000 Penalty: 4923.044434
	Iteration 54Q: 3 clusters Score -2105588 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -2105596.750000 Penalty: 4923.044434
	Iteration 55Q: 3 clusters Score -2105597 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -2105595.000000 Penalty: 4923.044434
	Iteration 56Q: 3 clusters Score -2105595 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -2105602.500000 Penalty: 4923.044434
	Iteration 57Q: 3 clusters Score -2105602 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -2105611.000000 Penalty: 4923.044434
	Iteration 58Q: 3 clusters Score -2105611 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -2105619.750000 Penalty: 4923.044434
	Iteration 59Q: 3 clusters Score -2105620 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -2105627.250000 Penalty: 4923.044434
	Iteration 60F: 3 clusters Score -2105627 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -2105636.000000 Penalty: 4923.044434
	Iteration 61Q: 3 clusters Score -2105636 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -2105638.000000 Penalty: 4923.044434
	Iteration 62Q: 3 clusters Score -2105638 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -2105644.750000 Penalty: 4923.044434
	Iteration 63Q: 3 clusters Score -2105645 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2105651.250000 Penalty: 4923.044434
	Iteration 64Q: 3 clusters Score -2105651 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2105663.750000 Penalty: 4923.044434
	Iteration 65Q: 3 clusters Score -2105664 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2105677.750000 Penalty: 4923.044434
	Iteration 66Q: 3 clusters Score -2105678 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -2105688.500000 Penalty: 4923.044434
	Iteration 67Q: 3 clusters Score -2105688 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -2105690.000000 Penalty: 4923.044434
	Iteration 68Q: 3 clusters Score -2105690 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -2105696.000000 Penalty: 4923.044434
	Iteration 69Q: 3 clusters Score -2105696 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -2105708.250000 Penalty: 4923.044434
	Iteration 70Q: 3 clusters Score -2105708 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -2105716.250000 Penalty: 4923.044434
	Iteration 71Q: 3 clusters Score -2105716 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -2105732.250000 Penalty: 4923.044434
	Iteration 72Q: 3 clusters Score -2105732 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2105740.750000 Penalty: 4923.044434
	Iteration 73Q: 3 clusters Score -2105741 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -2105744.500000 Penalty: 4923.044434
	Iteration 74Q: 3 clusters Score -2105744 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -2105744.750000 Penalty: 4923.044434
	Iteration 75Q: 3 clusters Score -2105745 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -2105745.000000 Penalty: 4923.044434
	Iteration 76Q: 3 clusters Score -2105745 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -2105751.750000 Penalty: 4923.044434
	Iteration 77Q: 3 clusters Score -2105752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -2105755.500000 Penalty: 4923.044434
	Iteration 78Q: 3 clusters Score -2105756 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2105758.750000 Penalty: 4923.044434
	Iteration 79Q: 3 clusters Score -2105759 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -2105763.750000 Penalty: 4923.044434
	Iteration 80F: 3 clusters Score -2105764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2105769.250000 Penalty: 4923.044434
	Iteration 81Q: 3 clusters Score -2105769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2105772.750000 Penalty: 4923.044434
	Iteration 82Q: 3 clusters Score -2105773 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -2105769.250000 Penalty: 4923.044434
	Iteration 83Q: 3 clusters Score -2105769 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2105775.250000 Penalty: 4923.044434
	Iteration 84Q: 3 clusters Score -2105775 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -2105774.750000 Penalty: 4923.044434
	Iteration 85Q: 3 clusters Score -2105775 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -2105771.750000 Penalty: 4923.044434
	Iteration 86Q: 3 clusters Score -2105772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -2105784.250000 Penalty: 4923.044434
	Iteration 87Q: 3 clusters Score -2105784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2105781.750000 Penalty: 4923.044434
	Iteration 88Q: 3 clusters Score -2105782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -2105778.500000 Penalty: 4923.044434
	Iteration 89Q: 3 clusters Score -2105778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2105778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2105784.750000 Penalty: 4923.044434
	Iteration 91Q: 3 clusters Score -2105785 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -2105788.500000 Penalty: 4923.044434
	Iteration 92Q: 3 clusters Score -2105788 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -2105796.250000 Penalty: 4923.044434
	Iteration 93Q: 3 clusters Score -2105796 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -2105796.500000 Penalty: 4923.044434
	Iteration 94Q: 3 clusters Score -2105796 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2105801.000000 Penalty: 4923.044434
	Iteration 95Q: 3 clusters Score -2105801 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2105812.000000 Penalty: 4923.044434
	Iteration 96Q: 3 clusters Score -2105812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2105820.250000 Penalty: 4923.044434
	Iteration 97Q: 3 clusters Score -2105820 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2105828.750000 Penalty: 4923.044434
	Iteration 98Q: 3 clusters Score -2105829 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2105842.750000 Penalty: 4923.044434
	Iteration 99Q: 3 clusters Score -2105843 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2105850.750000 Penalty: 4923.044434
	Iteration 100F: 3 clusters Score -2105851 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2105854.250000 Penalty: 4923.044434
	Iteration 101Q: 3 clusters Score -2105854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2105857.250000 Penalty: 4923.044434
	Iteration 102Q: 3 clusters Score -2105857 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -2105860.250000 Penalty: 4923.044434
	Iteration 103Q: 3 clusters Score -2105860 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -2105869.000000 Penalty: 4923.044434
	Iteration 104Q: 3 clusters Score -2105869 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2105877.250000 Penalty: 4923.044434
	Iteration 105Q: 3 clusters Score -2105877 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2105888.500000 Penalty: 4923.044434
	Iteration 106Q: 3 clusters Score -2105888 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2105918.500000 Penalty: 4923.044434
	Iteration 107Q: 3 clusters Score -2105918 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -2105948.000000 Penalty: 4923.044434
	Iteration 108Q: 3 clusters Score -2105948 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -2105972.750000 Penalty: 4923.044434
	Iteration 109Q: 3 clusters Score -2105973 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -2105997.500000 Penalty: 4923.044434
	Iteration 110Q: 3 clusters Score -2105998 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2106016.000000 Penalty: 4923.044434
	Iteration 111Q: 3 clusters Score -2106016 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2106041.000000 Penalty: 4923.044434
	Iteration 112Q: 3 clusters Score -2106041 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2106071.750000 Penalty: 4923.044434
	Iteration 113Q: 3 clusters Score -2106072 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2106098.250000 Penalty: 4923.044434
	Iteration 114Q: 3 clusters Score -2106098 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2106114.250000 Penalty: 4923.044434
	Iteration 115Q: 3 clusters Score -2106114 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2106135.500000 Penalty: 4923.044434
	Iteration 116Q: 3 clusters Score -2106136 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2106138.750000 Penalty: 4923.044434
	Iteration 117Q: 3 clusters Score -2106139 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2106151.250000 Penalty: 4923.044434
	Iteration 118Q: 3 clusters Score -2106151 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2106153.750000 Penalty: 4923.044434
	Iteration 119Q: 3 clusters Score -2106154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2106163.750000 Penalty: 4923.044434
	Iteration 120F: 3 clusters Score -2106164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -2106163.750000 Penalty: 4923.044434
	Iteration 121Q: 3 clusters Score -2106164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2106166.250000 Penalty: 4923.044434
	Iteration 122Q: 3 clusters Score -2106166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2106172.250000 Penalty: 4923.044434
	Iteration 123Q: 3 clusters Score -2106172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2106172.000000 Penalty: 4923.044434
	Iteration 124Q: 3 clusters Score -2106172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2106171.750000 Penalty: 4923.044434
	Iteration 125Q: 3 clusters Score -2106172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2106176.250000 Penalty: 4923.044434
	Iteration 126Q: 3 clusters Score -2106176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2106179.250000 Penalty: 4923.044434
	Iteration 127Q: 3 clusters Score -2106179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2106179.750000 Penalty: 4923.044434
	Iteration 128Q: 3 clusters Score -2106180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2106180.750000 Penalty: 4923.044434
	Iteration 129Q: 3 clusters Score -2106181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2106185.750000 Penalty: 4923.044434
	Iteration 130Q: 3 clusters Score -2106186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2106184.500000 Penalty: 4923.044434
	Iteration 131Q: 3 clusters Score -2106184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2106189.000000 Penalty: 4923.044434
	Iteration 132Q: 3 clusters Score -2106189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2106195.250000 Penalty: 4923.044434
	Iteration 133Q: 3 clusters Score -2106195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2106201.000000 Penalty: 4923.044434
	Iteration 134Q: 3 clusters Score -2106201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2106197.000000 Penalty: 4923.044434
	Iteration 135Q: 3 clusters Score -2106197 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2106200.250000 Penalty: 4923.044434
	Iteration 136Q: 3 clusters Score -2106200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2106204.000000 Penalty: 4923.044434
	Iteration 137Q: 3 clusters Score -2106204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2106209.000000 Penalty: 4923.044434
	Iteration 138Q: 3 clusters Score -2106209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2106209.750000 Penalty: 4923.044434
	Iteration 139Q: 3 clusters Score -2106210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2106213.250000 Penalty: 4923.044434
	Iteration 140F: 3 clusters Score -2106213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2106214.000000 Penalty: 4923.044434
	Iteration 141Q: 3 clusters Score -2106214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2106214.250000 Penalty: 4923.044434
	Iteration 142Q: 3 clusters Score -2106214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2106214.000000 Penalty: 4923.044434
	Iteration 143Q: 3 clusters Score -2106214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2106211.500000 Penalty: 4923.044434
	Iteration 144Q: 3 clusters Score -2106212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2106209 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2106209.250000 Penalty: 4923.044434
	Iteration 146F: 3 clusters Score -2106209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3264 members 
Entering Unmasked Estep 
Score: -348256.000000 Penalty: 2006.495728
	Iteration 0F: 2 clusters Score -348256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -344825.656250 Penalty: 4012.991455
	Iteration 0F: 3 clusters Score -344825.7 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -345535.156250 Penalty: 4012.991455
	Iteration 1F: 3 clusters Score -345535.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -345703.437500 Penalty: 4012.991455
	Iteration 2F: 3 clusters Score -345703.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -345815.843750 Penalty: 4012.991455
	Iteration 3Q: 3 clusters Score -345815.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -345893.218750 Penalty: 4012.991455
	Iteration 4Q: 3 clusters Score -345893.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -345960.812500 Penalty: 4012.991455
	Iteration 5Q: 3 clusters Score -345960.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -346028.218750 Penalty: 4012.991455
	Iteration 6Q: 3 clusters Score -346028.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -346091.625000 Penalty: 4012.991455
	Iteration 7Q: 3 clusters Score -346091.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -346148.968750 Penalty: 4012.991455
	Iteration 8Q: 3 clusters Score -346149 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -346205.781250 Penalty: 4012.991455
	Iteration 9Q: 3 clusters Score -346205.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -346265.875000 Penalty: 4012.991455
	Iteration 10Q: 3 clusters Score -346265.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -346320.437500 Penalty: 4012.991455
	Iteration 11Q: 3 clusters Score -346320.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -346382.937500 Penalty: 4012.991455
	Iteration 12Q: 3 clusters Score -346382.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -346437.375000 Penalty: 4012.991455
	Iteration 13Q: 3 clusters Score -346437.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -346481.687500 Penalty: 4012.991455
	Iteration 14Q: 3 clusters Score -346481.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -346522.968750 Penalty: 4012.991455
	Iteration 15Q: 3 clusters Score -346523 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -346558.343750 Penalty: 4012.991455
	Iteration 16Q: 3 clusters Score -346558.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -346582.937500 Penalty: 4012.991455
	Iteration 17Q: 3 clusters Score -346582.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -346622.531250 Penalty: 4012.991455
	Iteration 18Q: 3 clusters Score -346622.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -346652.625000 Penalty: 4012.991455
	Iteration 19Q: 3 clusters Score -346652.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -346675.625000 Penalty: 4012.991455
	Iteration 20F: 3 clusters Score -346675.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -346696.750000 Penalty: 4012.991455
	Iteration 21Q: 3 clusters Score -346696.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -346712.812500 Penalty: 4012.991455
	Iteration 22Q: 3 clusters Score -346712.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -346724.031250 Penalty: 4012.991455
	Iteration 23Q: 3 clusters Score -346724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -346734.000000 Penalty: 4012.991455
	Iteration 24Q: 3 clusters Score -346734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -346744.437500 Penalty: 4012.991455
	Iteration 25Q: 3 clusters Score -346744.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -346751.812500 Penalty: 4012.991455
	Iteration 26Q: 3 clusters Score -346751.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -346756.312500 Penalty: 4012.991455
	Iteration 27Q: 3 clusters Score -346756.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -346761.375000 Penalty: 4012.991455
	Iteration 28Q: 3 clusters Score -346761.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -346765.531250 Penalty: 4012.991455
	Iteration 29Q: 3 clusters Score -346765.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -346771.812500 Penalty: 4012.991455
	Iteration 30Q: 3 clusters Score -346771.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -346782.281250 Penalty: 4012.991455
	Iteration 31Q: 3 clusters Score -346782.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -346788.718750 Penalty: 4012.991455
	Iteration 32Q: 3 clusters Score -346788.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -346794.687500 Penalty: 4012.991455
	Iteration 33Q: 3 clusters Score -346794.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -346798.781250 Penalty: 4012.991455
	Iteration 34Q: 3 clusters Score -346798.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -346802.312500 Penalty: 4012.991455
	Iteration 35Q: 3 clusters Score -346802.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -346805.218750 Penalty: 4012.991455
	Iteration 36Q: 3 clusters Score -346805.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -346809.218750 Penalty: 4012.991455
	Iteration 37Q: 3 clusters Score -346809.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -346811.250000 Penalty: 4012.991455
	Iteration 38Q: 3 clusters Score -346811.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -346811.656250 Penalty: 4012.991455
	Iteration 39Q: 3 clusters Score -346811.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -346815.000000 Penalty: 4012.991455
	Iteration 40F: 3 clusters Score -346815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -346817.781250 Penalty: 4012.991455
	Iteration 41Q: 3 clusters Score -346817.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -346824.000000 Penalty: 4012.991455
	Iteration 42Q: 3 clusters Score -346824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -346830.687500 Penalty: 4012.991455
	Iteration 43Q: 3 clusters Score -346830.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -346834.718750 Penalty: 4012.991455
	Iteration 44Q: 3 clusters Score -346834.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -346837.156250 Penalty: 4012.991455
	Iteration 45Q: 3 clusters Score -346837.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -346840.312500 Penalty: 4012.991455
	Iteration 46Q: 3 clusters Score -346840.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -346843.875000 Penalty: 4012.991455
	Iteration 47Q: 3 clusters Score -346843.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -346849.968750 Penalty: 4012.991455
	Iteration 48Q: 3 clusters Score -346850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -346851.875000 Penalty: 4012.991455
	Iteration 49Q: 3 clusters Score -346851.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -346856.093750 Penalty: 4012.991455
	Iteration 50Q: 3 clusters Score -346856.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -346857.500000 Penalty: 4012.991455
	Iteration 51Q: 3 clusters Score -346857.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -346858.718750 Penalty: 4012.991455
	Iteration 52Q: 3 clusters Score -346858.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -346862.625000 Penalty: 4012.991455
	Iteration 53Q: 3 clusters Score -346862.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -346866.031250 Penalty: 4012.991455
	Iteration 54Q: 3 clusters Score -346866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -346867.937500 Penalty: 4012.991455
	Iteration 55Q: 3 clusters Score -346867.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -346872.656250 Penalty: 4012.991455
	Iteration 56Q: 3 clusters Score -346872.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -346874.968750 Penalty: 4012.991455
	Iteration 57Q: 3 clusters Score -346875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -346877.500000 Penalty: 4012.991455
	Iteration 58Q: 3 clusters Score -346877.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -346879.000000 Penalty: 4012.991455
	Iteration 59Q: 3 clusters Score -346879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -346881.593750 Penalty: 4012.991455
	Iteration 60F: 3 clusters Score -346881.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -346881.593750 Penalty: 4012.991455
	Iteration 61Q: 3 clusters Score -346881.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -346881.593750 Penalty: 4012.991455
	Iteration 62F: 3 clusters Score -346881.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -38796.347656 Penalty: 1490.794312
	Iteration 0F: 2 clusters Score -38796.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -37443.867188 Penalty: 2981.588623
	Iteration 0F: 3 clusters Score -37443.87 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -37610.519531 Penalty: 2981.588623
	Iteration 1F: 3 clusters Score -37610.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -37647.328125 Penalty: 2981.588623
	Iteration 2Q: 3 clusters Score -37647.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -37670.562500 Penalty: 2981.588623
	Iteration 3Q: 3 clusters Score -37670.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -37686.753906 Penalty: 2981.588623
	Iteration 4Q: 3 clusters Score -37686.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -37691.769531 Penalty: 2981.588623
	Iteration 5Q: 3 clusters Score -37691.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -37693.433594 Penalty: 2981.588623
	Iteration 6Q: 3 clusters Score -37693.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -37697.128906 Penalty: 2981.588623
	Iteration 7Q: 3 clusters Score -37697.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -37702.042969 Penalty: 2981.588623
	Iteration 8Q: 3 clusters Score -37702.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -37704.398438 Penalty: 2981.588623
	Iteration 9Q: 3 clusters Score -37704.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -37708.488281 Penalty: 2981.588623
	Iteration 10Q: 3 clusters Score -37708.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -37708.488281 Penalty: 2981.588623
	Iteration 11F: 3 clusters Score -37708.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (144943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144943 members 
Entering Unmasked Estep 
Score: -15981837.000000 Penalty: 2947.255859
	Iteration 0F: 2 clusters Score -1.598184e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72063 members 
Mstep: Class 2 contains 72880 members 
Entering Unmasked Estep 
Score: -15885004.000000 Penalty: 5894.511719
	Iteration 0F: 3 clusters Score -1.5885e+07 nChanged 69201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66760 members 
Mstep: Class 2 contains 78183 members 
Entering Unmasked Estep 
Score: -15925603.000000 Penalty: 5894.511719
	Iteration 1F: 3 clusters Score -1.59256e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63613 members 
Mstep: Class 2 contains 81330 members 
Entering Unmasked Estep 
Score: -15927002.000000 Penalty: 5894.511719
	Iteration 2Q: 3 clusters Score -1.5927e+07 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58885 members 
Mstep: Class 2 contains 86058 members 
Entering Unmasked Estep 
Score: -15929258.000000 Penalty: 5894.511719
	Iteration 3Q: 3 clusters Score -1.592926e+07 nChanged 7476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51873 members 
Mstep: Class 2 contains 93070 members 
Entering Unmasked Estep 
Score: -15933015.000000 Penalty: 5894.511719
	Iteration 4F: 3 clusters Score -1.593302e+07 nChanged 10107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 103015 members 
Entering Unmasked Estep 
Score: -15939765.000000 Penalty: 5894.511719
	Iteration 5F: 3 clusters Score -1.593976e+07 nChanged 12452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 115437 members 
Entering Unmasked Estep 
Score: -15950455.000000 Penalty: 5894.511719
	Iteration 6F: 3 clusters Score -1.595046e+07 nChanged 12791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 128218 members 
Entering Unmasked Estep 
Score: -15962816.000000 Penalty: 5894.511719
	Iteration 7F: 3 clusters Score -1.596282e+07 nChanged 9566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 137784 members 
Entering Unmasked Estep 
Score: -15972619.000000 Penalty: 5894.511719
	Iteration 8F: 3 clusters Score -1.597262e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 142475 members 
Entering Unmasked Estep 
Score: -15977073.000000 Penalty: 5894.511719
	Iteration 9Q: 3 clusters Score -1.597707e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 144061 members 
Entering Unmasked Estep 
Score: -15978444.000000 Penalty: 5894.511719
	Iteration 10Q: 3 clusters Score -1.597844e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 144510 members 
Entering Unmasked Estep 
Score: -15978895.000000 Penalty: 5894.511719
	Iteration 11Q: 3 clusters Score -1.59789e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 144620 members 
Entering Unmasked Estep 
Score: -15979060.000000 Penalty: 5894.511719
	Iteration 12Q: 3 clusters Score -1.597906e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 144654 members 
Entering Unmasked Estep 
Score: -15979105.000000 Penalty: 5894.511719
	Iteration 13Q: 3 clusters Score -1.59791e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 144673 members 
Entering Unmasked Estep 
Score: -15979160.000000 Penalty: 5894.511719
	Iteration 14Q: 3 clusters Score -1.597916e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 144681 members 
Entering Unmasked Estep 
Score: -15979195.000000 Penalty: 5894.511719
	Iteration 15Q: 3 clusters Score -1.59792e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 144685 members 
Entering Unmasked Estep 
Score: -15979188.000000 Penalty: 5894.511719
	Iteration 16Q: 3 clusters Score -1.597919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 144683 members 
Entering Unmasked Estep 
Score: -15979184.000000 Penalty: 5894.511719
	Iteration 17Q: 3 clusters Score -1.597918e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 144683 members 
Entering Unmasked Estep 
Score: -15979202.000000 Penalty: 5894.511719
	Iteration 18Q: 3 clusters Score -1.59792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 144684 members 
Entering Unmasked Estep 
Score: -15979193.000000 Penalty: 5894.511719
	Iteration 19Q: 3 clusters Score -1.597919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 144686 members 
Entering Unmasked Estep 
Score: -15979201.000000 Penalty: 5894.511719
	Iteration 20F: 3 clusters Score -1.59792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 144685 members 
Entering Unmasked Estep 
Score: -15979186.000000 Penalty: 5894.511719
	Iteration 21Q: 3 clusters Score -1.597919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 144684 members 
Entering Unmasked Estep 
Score: -15979201.000000 Penalty: 5894.511719
	Iteration 22Q: 3 clusters Score -1.59792e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 144684 members 
Entering Unmasked Estep 
Score: -15979201.000000 Penalty: 5894.511719
	Iteration 23F: 3 clusters Score -1.59792e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (26321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Entering Unmasked Estep 
Score: -2838005.750000 Penalty: 2524.174316
	Iteration 0F: 2 clusters Score -2838006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2819927.000000 Penalty: 5048.348633
	Iteration 0F: 3 clusters Score -2819927 nChanged 11830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -2826195.500000 Penalty: 5048.348633
	Iteration 1F: 3 clusters Score -2826196 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -2826621.000000 Penalty: 5048.348633
	Iteration 2F: 3 clusters Score -2826621 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -2826933.250000 Penalty: 5048.348633
	Iteration 3Q: 3 clusters Score -2826933 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -2827232.000000 Penalty: 5048.348633
	Iteration 4Q: 3 clusters Score -2827232 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -2827512.250000 Penalty: 5048.348633
	Iteration 5Q: 3 clusters Score -2827512 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -2827812.500000 Penalty: 5048.348633
	Iteration 6Q: 3 clusters Score -2827812 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -2828171.750000 Penalty: 5048.348633
	Iteration 7Q: 3 clusters Score -2828172 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -2828585.250000 Penalty: 5048.348633
	Iteration 8Q: 3 clusters Score -2828585 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -2829115.500000 Penalty: 5048.348633
	Iteration 9Q: 3 clusters Score -2829116 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -2829751.500000 Penalty: 5048.348633
	Iteration 10Q: 3 clusters Score -2829752 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -2830503.000000 Penalty: 5048.348633
	Iteration 11F: 3 clusters Score -2830503 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -2831398.250000 Penalty: 5048.348633
	Iteration 12F: 3 clusters Score -2831398 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -2832429.750000 Penalty: 5048.348633
	Iteration 13F: 3 clusters Score -2832430 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -2833334.500000 Penalty: 5048.348633
	Iteration 14Q: 3 clusters Score -2833334 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -2834076.000000 Penalty: 5048.348633
	Iteration 15Q: 3 clusters Score -2834076 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -2834653.250000 Penalty: 5048.348633
	Iteration 16Q: 3 clusters Score -2834653 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -2835045.750000 Penalty: 5048.348633
	Iteration 17Q: 3 clusters Score -2835046 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -2835283.750000 Penalty: 5048.348633
	Iteration 18Q: 3 clusters Score -2835284 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -2835475.000000 Penalty: 5048.348633
	Iteration 19Q: 3 clusters Score -2835475 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -2835578.250000 Penalty: 5048.348633
	Iteration 20F: 3 clusters Score -2835578 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -2835627.500000 Penalty: 5048.348633
	Iteration 21Q: 3 clusters Score -2835628 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -2835671.750000 Penalty: 5048.348633
	Iteration 22Q: 3 clusters Score -2835672 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -2835690.750000 Penalty: 5048.348633
	Iteration 23Q: 3 clusters Score -2835691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -2835699.500000 Penalty: 5048.348633
	Iteration 24Q: 3 clusters Score -2835700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -2835717.000000 Penalty: 5048.348633
	Iteration 25Q: 3 clusters Score -2835717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -2835720.750000 Penalty: 5048.348633
	Iteration 26Q: 3 clusters Score -2835721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -2835729.500000 Penalty: 5048.348633
	Iteration 27Q: 3 clusters Score -2835730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -2835732.250000 Penalty: 5048.348633
	Iteration 28Q: 3 clusters Score -2835732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -2835738.250000 Penalty: 5048.348633
	Iteration 29Q: 3 clusters Score -2835738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -2835741.750000 Penalty: 5048.348633
	Iteration 30Q: 3 clusters Score -2835742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -2835748.250000 Penalty: 5048.348633
	Iteration 31Q: 3 clusters Score -2835748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -2835749.250000 Penalty: 5048.348633
	Iteration 32Q: 3 clusters Score -2835749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -2835750.000000 Penalty: 5048.348633
	Iteration 33Q: 3 clusters Score -2835750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -2835750.000000 Penalty: 5048.348633
	Iteration 34F: 3 clusters Score -2835750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Entering Unmasked Estep 
Score: -249556.281250 Penalty: 1933.013916
	Iteration 0F: 2 clusters Score -249556.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -246656.500000 Penalty: 3866.027832
	Iteration 0F: 3 clusters Score -246656.5 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -247239.562500 Penalty: 3866.027832
	Iteration 1F: 3 clusters Score -247239.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -247389.234375 Penalty: 3866.027832
	Iteration 2F: 3 clusters Score -247389.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -247475.296875 Penalty: 3866.027832
	Iteration 3Q: 3 clusters Score -247475.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -247530.562500 Penalty: 3866.027832
	Iteration 4Q: 3 clusters Score -247530.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -247561.390625 Penalty: 3866.027832
	Iteration 5Q: 3 clusters Score -247561.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -247594.984375 Penalty: 3866.027832
	Iteration 6Q: 3 clusters Score -247595 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -247633.437500 Penalty: 3866.027832
	Iteration 7Q: 3 clusters Score -247633.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -247664.609375 Penalty: 3866.027832
	Iteration 8Q: 3 clusters Score -247664.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -247698.453125 Penalty: 3866.027832
	Iteration 9Q: 3 clusters Score -247698.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -247755.828125 Penalty: 3866.027832
	Iteration 10Q: 3 clusters Score -247755.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -247824.875000 Penalty: 3866.027832
	Iteration 11Q: 3 clusters Score -247824.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -247901.750000 Penalty: 3866.027832
	Iteration 12Q: 3 clusters Score -247901.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -247978.500000 Penalty: 3866.027832
	Iteration 13Q: 3 clusters Score -247978.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -248056.734375 Penalty: 3866.027832
	Iteration 14Q: 3 clusters Score -248056.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -248143.671875 Penalty: 3866.027832
	Iteration 15Q: 3 clusters Score -248143.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -248249.781250 Penalty: 3866.027832
	Iteration 16Q: 3 clusters Score -248249.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -248335.109375 Penalty: 3866.027832
	Iteration 17Q: 3 clusters Score -248335.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -248408.609375 Penalty: 3866.027832
	Iteration 18Q: 3 clusters Score -248408.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -248457.828125 Penalty: 3866.027832
	Iteration 19Q: 3 clusters Score -248457.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -248497.265625 Penalty: 3866.027832
	Iteration 20F: 3 clusters Score -248497.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -248539.046875 Penalty: 3866.027832
	Iteration 21Q: 3 clusters Score -248539 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -248568.828125 Penalty: 3866.027832
	Iteration 22Q: 3 clusters Score -248568.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -248594.953125 Penalty: 3866.027832
	Iteration 23Q: 3 clusters Score -248595 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -248613.109375 Penalty: 3866.027832
	Iteration 24Q: 3 clusters Score -248613.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -248627.765625 Penalty: 3866.027832
	Iteration 25Q: 3 clusters Score -248627.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -248633.546875 Penalty: 3866.027832
	Iteration 26Q: 3 clusters Score -248633.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -248639.750000 Penalty: 3866.027832
	Iteration 27Q: 3 clusters Score -248639.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -248648.750000 Penalty: 3866.027832
	Iteration 28Q: 3 clusters Score -248648.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -248653.281250 Penalty: 3866.027832
	Iteration 29Q: 3 clusters Score -248653.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -248659.000000 Penalty: 3866.027832
	Iteration 30Q: 3 clusters Score -248659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -248659.906250 Penalty: 3866.027832
	Iteration 31Q: 3 clusters Score -248659.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -248660.734375 Penalty: 3866.027832
	Iteration 32Q: 3 clusters Score -248660.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -248665.796875 Penalty: 3866.027832
	Iteration 33Q: 3 clusters Score -248665.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -248667.546875 Penalty: 3866.027832
	Iteration 34Q: 3 clusters Score -248667.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -248670.171875 Penalty: 3866.027832
	Iteration 35Q: 3 clusters Score -248670.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -248672.437500 Penalty: 3866.027832
	Iteration 36Q: 3 clusters Score -248672.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -248674.625000 Penalty: 3866.027832
	Iteration 37Q: 3 clusters Score -248674.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -248679.734375 Penalty: 3866.027832
	Iteration 38Q: 3 clusters Score -248679.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -248691.593750 Penalty: 3866.027832
	Iteration 39Q: 3 clusters Score -248691.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -248696.046875 Penalty: 3866.027832
	Iteration 40F: 3 clusters Score -248696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -248700.328125 Penalty: 3866.027832
	Iteration 41Q: 3 clusters Score -248700.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -248702.218750 Penalty: 3866.027832
	Iteration 42Q: 3 clusters Score -248702.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -248704.625000 Penalty: 3866.027832
	Iteration 43Q: 3 clusters Score -248704.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -248707.312500 Penalty: 3866.027832
	Iteration 44Q: 3 clusters Score -248707.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -248710.734375 Penalty: 3866.027832
	Iteration 45Q: 3 clusters Score -248710.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -248714.031250 Penalty: 3866.027832
	Iteration 46Q: 3 clusters Score -248714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -248718.890625 Penalty: 3866.027832
	Iteration 47Q: 3 clusters Score -248718.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -248721.828125 Penalty: 3866.027832
	Iteration 48Q: 3 clusters Score -248721.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -248727.187500 Penalty: 3866.027832
	Iteration 49Q: 3 clusters Score -248727.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -248734.062500 Penalty: 3866.027832
	Iteration 50Q: 3 clusters Score -248734.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -248736.015625 Penalty: 3866.027832
	Iteration 51Q: 3 clusters Score -248736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -248737.218750 Penalty: 3866.027832
	Iteration 52Q: 3 clusters Score -248737.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -248739.218750 Penalty: 3866.027832
	Iteration 53Q: 3 clusters Score -248739.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -248739.218750 Penalty: 3866.027832
	Iteration 54F: 3 clusters Score -248739.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (30292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Entering Unmasked Estep 
Score: -3133562.000000 Penalty: 2559.022461
	Iteration 0F: 2 clusters Score -3133562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -3112914.500000 Penalty: 5118.044922
	Iteration 0F: 3 clusters Score -3112914 nChanged 13602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -3120308.500000 Penalty: 5118.044922
	Iteration 1F: 3 clusters Score -3120308 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -3121015.750000 Penalty: 5118.044922
	Iteration 2F: 3 clusters Score -3121016 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -3121845.000000 Penalty: 5118.044922
	Iteration 3F: 3 clusters Score -3121845 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -3122994.250000 Penalty: 5118.044922
	Iteration 4F: 3 clusters Score -3122994 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -3124495.000000 Penalty: 5118.044922
	Iteration 5F: 3 clusters Score -3124495 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -3126203.250000 Penalty: 5118.044922
	Iteration 6F: 3 clusters Score -3126203 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -3127783.000000 Penalty: 5118.044922
	Iteration 7F: 3 clusters Score -3127783 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -3128965.500000 Penalty: 5118.044922
	Iteration 8F: 3 clusters Score -3128966 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -3129703.500000 Penalty: 5118.044922
	Iteration 9Q: 3 clusters Score -3129704 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -3130125.000000 Penalty: 5118.044922
	Iteration 10Q: 3 clusters Score -3130125 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -3130385.250000 Penalty: 5118.044922
	Iteration 11Q: 3 clusters Score -3130385 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -3130542.750000 Penalty: 5118.044922
	Iteration 12Q: 3 clusters Score -3130543 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -3130645.500000 Penalty: 5118.044922
	Iteration 13Q: 3 clusters Score -3130646 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -3130728.500000 Penalty: 5118.044922
	Iteration 14Q: 3 clusters Score -3130728 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -3130806.500000 Penalty: 5118.044922
	Iteration 15Q: 3 clusters Score -3130806 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -3130863.250000 Penalty: 5118.044922
	Iteration 16Q: 3 clusters Score -3130863 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -3130936.750000 Penalty: 5118.044922
	Iteration 17Q: 3 clusters Score -3130937 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -3131002.000000 Penalty: 5118.044922
	Iteration 18Q: 3 clusters Score -3131002 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -3131067.000000 Penalty: 5118.044922
	Iteration 19Q: 3 clusters Score -3131067 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -3131157.500000 Penalty: 5118.044922
	Iteration 20F: 3 clusters Score -3131158 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -3131253.000000 Penalty: 5118.044922
	Iteration 21Q: 3 clusters Score -3131253 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -3131440.250000 Penalty: 5118.044922
	Iteration 22Q: 3 clusters Score -3131440 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -3131710.250000 Penalty: 5118.044922
	Iteration 23Q: 3 clusters Score -3131710 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -3132057.500000 Penalty: 5118.044922
	Iteration 24Q: 3 clusters Score -3132058 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -3132373.000000 Penalty: 5118.044922
	Iteration 25Q: 3 clusters Score -3132373 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -3132573.500000 Penalty: 5118.044922
	Iteration 26Q: 3 clusters Score -3132574 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -3132689.000000 Penalty: 5118.044922
	Iteration 27Q: 3 clusters Score -3132689 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -3132778.000000 Penalty: 5118.044922
	Iteration 28Q: 3 clusters Score -3132778 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -3132812.750000 Penalty: 5118.044922
	Iteration 29Q: 3 clusters Score -3132813 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -3132846.500000 Penalty: 5118.044922
	Iteration 30Q: 3 clusters Score -3132846 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -3132869.500000 Penalty: 5118.044922
	Iteration 31Q: 3 clusters Score -3132870 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -3132881.000000 Penalty: 5118.044922
	Iteration 32Q: 3 clusters Score -3132881 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -3132895.750000 Penalty: 5118.044922
	Iteration 33Q: 3 clusters Score -3132896 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -3132905.000000 Penalty: 5118.044922
	Iteration 34Q: 3 clusters Score -3132905 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -3132915.000000 Penalty: 5118.044922
	Iteration 35Q: 3 clusters Score -3132915 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -3132918.500000 Penalty: 5118.044922
	Iteration 36Q: 3 clusters Score -3132918 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -3132918.250000 Penalty: 5118.044922
	Iteration 37Q: 3 clusters Score -3132918 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -3132917.500000 Penalty: 5118.044922
	Iteration 38Q: 3 clusters Score -3132918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -3132916.250000 Penalty: 5118.044922
	Iteration 39Q: 3 clusters Score -3132916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -3132917.250000 Penalty: 5118.044922
	Iteration 40F: 3 clusters Score -3132917 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -3132917.750000 Penalty: 5118.044922
	Iteration 41Q: 3 clusters Score -3132918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -3132923.250000 Penalty: 5118.044922
	Iteration 42Q: 3 clusters Score -3132923 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -3132926.750000 Penalty: 5118.044922
	Iteration 43Q: 3 clusters Score -3132927 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -3132939.250000 Penalty: 5118.044922
	Iteration 44Q: 3 clusters Score -3132939 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -3132943.000000 Penalty: 5118.044922
	Iteration 45Q: 3 clusters Score -3132943 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -3132941.750000 Penalty: 5118.044922
	Iteration 46Q: 3 clusters Score -3132942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -3132941.000000 Penalty: 5118.044922
	Iteration 47Q: 3 clusters Score -3132941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -3132942.000000 Penalty: 5118.044922
	Iteration 48Q: 3 clusters Score -3132942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -3132943.250000 Penalty: 5118.044922
	Iteration 49Q: 3 clusters Score -3132943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -3132948.000000 Penalty: 5118.044922
	Iteration 50Q: 3 clusters Score -3132948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -3132944.500000 Penalty: 5118.044922
	Iteration 51Q: 3 clusters Score -3132944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -3132948.750000 Penalty: 5118.044922
	Iteration 52Q: 3 clusters Score -3132949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -3132948.250000 Penalty: 5118.044922
	Iteration 53Q: 3 clusters Score -3132948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -3132950.000000 Penalty: 5118.044922
	Iteration 54Q: 3 clusters Score -3132950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -3132949.750000 Penalty: 5118.044922
	Iteration 55Q: 3 clusters Score -3132950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -3132952.000000 Penalty: 5118.044922
	Iteration 56Q: 3 clusters Score -3132952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -3132958.000000 Penalty: 5118.044922
	Iteration 57Q: 3 clusters Score -3132958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -3132950.750000 Penalty: 5118.044922
	Iteration 58Q: 3 clusters Score -3132951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -3132952.500000 Penalty: 5118.044922
	Iteration 59Q: 3 clusters Score -3132952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -3132954.750000 Penalty: 5118.044922
	Iteration 60F: 3 clusters Score -3132955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -3132954.250000 Penalty: 5118.044922
	Iteration 61Q: 3 clusters Score -3132954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -3132947.750000 Penalty: 5118.044922
	Iteration 62Q: 3 clusters Score -3132948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -3132951.000000 Penalty: 5118.044922
	Iteration 63Q: 3 clusters Score -3132951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -3132950.250000 Penalty: 5118.044922
	Iteration 64Q: 3 clusters Score -3132950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -3132955.250000 Penalty: 5118.044922
	Iteration 65Q: 3 clusters Score -3132955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -3132954.500000 Penalty: 5118.044922
	Iteration 66Q: 3 clusters Score -3132954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -3132953.250000 Penalty: 5118.044922
	Iteration 67Q: 3 clusters Score -3132953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -3132953.500000 Penalty: 5118.044922
	Iteration 68Q: 3 clusters Score -3132954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -3132949.500000 Penalty: 5118.044922
	Iteration 69Q: 3 clusters Score -3132950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -3132953.750000 Penalty: 5118.044922
	Iteration 70Q: 3 clusters Score -3132954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -3132953.750000 Penalty: 5118.044922
	Iteration 71F: 3 clusters Score -3132954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (27265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Entering Unmasked Estep 
Score: -2969614.250000 Penalty: 2532.913086
	Iteration 0F: 2 clusters Score -2969614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -2950853.500000 Penalty: 5065.826172
	Iteration 0F: 3 clusters Score -2950854 nChanged 12178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -2957259.750000 Penalty: 5065.826172
	Iteration 1F: 3 clusters Score -2957260 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -2957864.250000 Penalty: 5065.826172
	Iteration 2F: 3 clusters Score -2957864 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -2958607.250000 Penalty: 5065.826172
	Iteration 3F: 3 clusters Score -2958607 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -2959550.750000 Penalty: 5065.826172
	Iteration 4F: 3 clusters Score -2959551 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -2960647.000000 Penalty: 5065.826172
	Iteration 5F: 3 clusters Score -2960647 nChanged 1683
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -2961838 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -2962894 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2963721.750000 Penalty: 5065.826172
	Iteration 8F: 3 clusters Score -2963722 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -2964356 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2964794 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2965077 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2965251 nChanged 413
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2965379 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2965467 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -2965536.250000 Penalty: 5065.826172
	Iteration 15Q: 3 clusters Score -2965536 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2965595 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2965636 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -2965698.500000 Penalty: 5065.826172
	Iteration 18Q: 3 clusters Score -2965698 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -2965738.250000 Penalty: 5065.826172
	Iteration 19Q: 3 clusters Score -2965738 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -2965760.500000 Penalty: 5065.826172
	Iteration 20F: 3 clusters Score -2965760 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2965780 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -2965804.250000 Penalty: 5065.826172
	Iteration 22Q: 3 clusters Score -2965804 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2965829 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -2965848.000000 Penalty: 5065.826172
	Iteration 24Q: 3 clusters Score -2965848 nChanged 141
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Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2965864 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2965882 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2965901 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2965912 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2965917 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2965939 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -2965959.250000 Penalty: 5065.826172
	Iteration 31Q: 3 clusters Score -2965959 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2965980 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2965992 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -2966011.250000 Penalty: 5065.826172
	Iteration 34Q: 3 clusters Score -2966011 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2966010 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -2966015.250000 Penalty: 5065.826172
	Iteration 36Q: 3 clusters Score -2966015 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2966040 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2966060 nChanged 107
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2966073 nChanged 106
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2966090 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2966104 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2966112 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -2966122.250000 Penalty: 5065.826172
	Iteration 43Q: 3 clusters Score -2966122 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2966126 nChanged 73
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Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2966128 nChanged 77
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Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2966139 nChanged 83
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Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2966148 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -2966156.500000 Penalty: 5065.826172
	Iteration 48Q: 3 clusters Score -2966156 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2966166 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2966180 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -2966174.500000 Penalty: 5065.826172
	Iteration 51Q: 3 clusters Score -2966174 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14723 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2966178 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2966188 nChanged 90
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Mstep: Class 1 contains 14803 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2966214 nChanged 103
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Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2966234 nChanged 116
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Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2966254 nChanged 116
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Mstep: Class 1 contains 14974 members 
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	Iteration 57Q: 3 clusters Score -2966274 nChanged 144
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2966298 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -2966322.500000 Penalty: 5065.826172
	Iteration 59Q: 3 clusters Score -2966322 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -2966342.250000 Penalty: 5065.826172
	Iteration 60F: 3 clusters Score -2966342 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2966365 nChanged 156
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Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2966390 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2966427 nChanged 157
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Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2966448 nChanged 171
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2966488 nChanged 188
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Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -2966521.750000 Penalty: 5065.826172
	Iteration 66Q: 3 clusters Score -2966522 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -2966555.750000 Penalty: 5065.826172
	Iteration 67Q: 3 clusters Score -2966556 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2966597 nChanged 159
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -2966626.000000 Penalty: 5065.826172
	Iteration 69Q: 3 clusters Score -2966626 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 11947 members 
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	Iteration 70Q: 3 clusters Score -2966657 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2966689 nChanged 155
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Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -2966715.000000 Penalty: 5065.826172
	Iteration 72Q: 3 clusters Score -2966715 nChanged 139
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Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2966736 nChanged 143
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Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -2966762.250000 Penalty: 5065.826172
	Iteration 74Q: 3 clusters Score -2966762 nChanged 148
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Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 12290 members 
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	Iteration 75Q: 3 clusters Score -2966790 nChanged 137
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Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2966808 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2966851 nChanged 139
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Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2966868 nChanged 127
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Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -2966885.000000 Penalty: 5065.826172
	Iteration 79Q: 3 clusters Score -2966885 nChanged 122
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Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2966889 nChanged 106
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -2966919.250000 Penalty: 5065.826172
	Iteration 81Q: 3 clusters Score -2966919 nChanged 100
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Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2966927 nChanged 102
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -2966952.000000 Penalty: 5065.826172
	Iteration 83Q: 3 clusters Score -2966952 nChanged 104
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Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2966966 nChanged 108
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Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2966981 nChanged 117
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Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2966997 nChanged 113
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Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -2967015.000000 Penalty: 5065.826172
	Iteration 87Q: 3 clusters Score -2967015 nChanged 117
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Mstep: Class 1 contains 13682 members 
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Entering Unmasked Estep 
Score: -2967034.500000 Penalty: 5065.826172
	Iteration 88Q: 3 clusters Score -2967034 nChanged 96
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Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -2967037.750000 Penalty: 5065.826172
	Iteration 89Q: 3 clusters Score -2967038 nChanged 107
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Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -2967056.250000 Penalty: 5065.826172
	Iteration 90Q: 3 clusters Score -2967056 nChanged 99
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Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -2967063.750000 Penalty: 5065.826172
	Iteration 91Q: 3 clusters Score -2967064 nChanged 105
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Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -2967070.750000 Penalty: 5065.826172
	Iteration 92Q: 3 clusters Score -2967071 nChanged 99
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Mstep: Class 1 contains 13232 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2967098 nChanged 89
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Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -2967111.000000 Penalty: 5065.826172
	Iteration 94Q: 3 clusters Score -2967111 nChanged 100
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -2967116.750000 Penalty: 5065.826172
	Iteration 95Q: 3 clusters Score -2967117 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -2967139.500000 Penalty: 5065.826172
	Iteration 96Q: 3 clusters Score -2967140 nChanged 102
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Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -2967153.750000 Penalty: 5065.826172
	Iteration 97Q: 3 clusters Score -2967154 nChanged 120
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Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -2967178.500000 Penalty: 5065.826172
	Iteration 98Q: 3 clusters Score -2967178 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -2967181.750000 Penalty: 5065.826172
	Iteration 99Q: 3 clusters Score -2967182 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -2967201.750000 Penalty: 5065.826172
	Iteration 100F: 3 clusters Score -2967202 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -2967209.250000 Penalty: 5065.826172
	Iteration 101Q: 3 clusters Score -2967209 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2967228 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -2967232.000000 Penalty: 5065.826172
	Iteration 103Q: 3 clusters Score -2967232 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2967251 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -2967276.500000 Penalty: 5065.826172
	Iteration 105Q: 3 clusters Score -2967276 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2967289 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -2967291.500000 Penalty: 5065.826172
	Iteration 107Q: 3 clusters Score -2967292 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2967306 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -2967321.000000 Penalty: 5065.826172
	Iteration 109Q: 3 clusters Score -2967321 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2967330 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2967344 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2967350 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2967373 nChanged 100
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2967385 nChanged 92
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -2967389.250000 Penalty: 5065.826172
	Iteration 115Q: 3 clusters Score -2967389 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -2967391.750000 Penalty: 5065.826172
	Iteration 116Q: 3 clusters Score -2967392 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -2967404.250000 Penalty: 5065.826172
	Iteration 117Q: 3 clusters Score -2967404 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2967416 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -2967425.250000 Penalty: 5065.826172
	Iteration 119Q: 3 clusters Score -2967425 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2967443 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2967450 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2967463 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2967479 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2967484 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2967493 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2967497 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2967506 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -2967511.250000 Penalty: 5065.826172
	Iteration 128Q: 3 clusters Score -2967511 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2967524 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2967536 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2967542 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2967562 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2967597 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2967605 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2967614 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2967635 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2967642 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2967659 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2967682 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2967692 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2967706 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2967720 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2967722 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2967738 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2967743 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2967744 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2967750 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2967750 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2967763 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2967774 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2967780 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2967787 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2967794 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2967799 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2967808 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2967817 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -2967821.000000 Penalty: 5065.826172
	Iteration 157Q: 3 clusters Score -2967821 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2967818 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -2967828.000000 Penalty: 5065.826172
	Iteration 159Q: 3 clusters Score -2967828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -2967834.500000 Penalty: 5065.826172
	Iteration 160F: 3 clusters Score -2967834 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -2967836.250000 Penalty: 5065.826172
	Iteration 161Q: 3 clusters Score -2967836 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2967850 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -2967841.000000 Penalty: 5065.826172
	Iteration 163Q: 3 clusters Score -2967841 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2967841 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -2967851.250000 Penalty: 5065.826172
	Iteration 165Q: 3 clusters Score -2967851 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2967846 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 19663 members 
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	Iteration 167Q: 3 clusters Score -2967850 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -2967857 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2967858 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2967872 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2967884 nChanged 50
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Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -2967880 nChanged 60
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Mstep: Class 1 contains 7307 members 
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Entering Unmasked Estep 
Score: -2967894.250000 Penalty: 5065.826172
	Iteration 173Q: 3 clusters Score -2967894 nChanged 70
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Mstep: Class 1 contains 7239 members 
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Entering Unmasked Estep 
Score: -2967903.250000 Penalty: 5065.826172
	Iteration 174Q: 3 clusters Score -2967903 nChanged 65
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Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -2967901 nChanged 79
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Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -2967938 nChanged 89
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Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 20251 members 
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	Iteration 177Q: 3 clusters Score -2967954 nChanged 92
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Mstep: Class 1 contains 6930 members 
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	Iteration 178Q: 3 clusters Score -2967957 nChanged 99
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Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -2967979 nChanged 114
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Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 20530 members 
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Score: -2967994.000000 Penalty: 5065.826172
	Iteration 180F: 3 clusters Score -2967994 nChanged 119
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Mstep: Class 1 contains 6628 members 
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	Iteration 181Q: 3 clusters Score -2968020 nChanged 128
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Mstep: Class 1 contains 6512 members 
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Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -2968050 nChanged 135
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Mstep: Class 1 contains 6393 members 
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	Iteration 183Q: 3 clusters Score -2968088 nChanged 145
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Mstep: Class 1 contains 6254 members 
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -2968127 nChanged 158
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	Iteration 185Q: 3 clusters Score -2968190 nChanged 197
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Mstep: Class 1 contains 5923 members 
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -2968264 nChanged 227
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	Iteration 187Q: 3 clusters Score -2968358 nChanged 241
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Mstep: Class 1 contains 5535 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 21912 members 
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	Iteration 189Q: 3 clusters Score -2968579 nChanged 203
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Mstep: Class 1 contains 5200 members 
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	Iteration 190Q: 3 clusters Score -2968688 nChanged 189
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Entering Unmasked Estep 
Score: -2968774.750000 Penalty: 5065.826172
	Iteration 191Q: 3 clusters Score -2968775 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -2968900.500000 Penalty: 5065.826172
	Iteration 192Q: 3 clusters Score -2968900 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -2968980.500000 Penalty: 5065.826172
	Iteration 193Q: 3 clusters Score -2968980 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -2969034.000000 Penalty: 5065.826172
	Iteration 194Q: 3 clusters Score -2969034 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -2969068.000000 Penalty: 5065.826172
	Iteration 195Q: 3 clusters Score -2969068 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -2969087.250000 Penalty: 5065.826172
	Iteration 196Q: 3 clusters Score -2969087 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -2969091.750000 Penalty: 5065.826172
	Iteration 197Q: 3 clusters Score -2969092 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -2969103.750000 Penalty: 5065.826172
	Iteration 198Q: 3 clusters Score -2969104 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -2969102.000000 Penalty: 5065.826172
	Iteration 199Q: 3 clusters Score -2969102 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -2969096.750000 Penalty: 5065.826172
	Iteration 200F: 3 clusters Score -2969097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -2969103.250000 Penalty: 5065.826172
	Iteration 201Q: 3 clusters Score -2969103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -2969106.500000 Penalty: 5065.826172
	Iteration 202Q: 3 clusters Score -2969106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -2969114.000000 Penalty: 5065.826172
	Iteration 203Q: 3 clusters Score -2969114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -2969114.250000 Penalty: 5065.826172
	Iteration 204Q: 3 clusters Score -2969114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -2969110.750000 Penalty: 5065.826172
	Iteration 205Q: 3 clusters Score -2969111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -2969116.250000 Penalty: 5065.826172
	Iteration 206Q: 3 clusters Score -2969116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -2969114.750000 Penalty: 5065.826172
	Iteration 207Q: 3 clusters Score -2969115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -2969122.250000 Penalty: 5065.826172
	Iteration 208Q: 3 clusters Score -2969122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -2969121.250000 Penalty: 5065.826172
	Iteration 209Q: 3 clusters Score -2969121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -2969118.750000 Penalty: 5065.826172
	Iteration 210Q: 3 clusters Score -2969119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -2969119.500000 Penalty: 5065.826172
	Iteration 211Q: 3 clusters Score -2969120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -2969124.250000 Penalty: 5065.826172
	Iteration 212Q: 3 clusters Score -2969124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -2969127.500000 Penalty: 5065.826172
	Iteration 213Q: 3 clusters Score -2969128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -2969127.500000 Penalty: 5065.826172
	Iteration 214F: 3 clusters Score -2969128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Entering Unmasked Estep 
Score: -312766.812500 Penalty: 2006.723511
	Iteration 0F: 2 clusters Score -312766.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -309317.406250 Penalty: 4013.447021
	Iteration 0F: 3 clusters Score -309317.4 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -310074.093750 Penalty: 4013.447021
	Iteration 1F: 3 clusters Score -310074.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -310286.718750 Penalty: 4013.447021
	Iteration 2F: 3 clusters Score -310286.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -310445.156250 Penalty: 4013.447021
	Iteration 3F: 3 clusters Score -310445.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -310571.781250 Penalty: 4013.447021
	Iteration 4Q: 3 clusters Score -310571.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -310645.312500 Penalty: 4013.447021
	Iteration 5Q: 3 clusters Score -310645.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -310694.625000 Penalty: 4013.447021
	Iteration 6Q: 3 clusters Score -310694.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -310735.781250 Penalty: 4013.447021
	Iteration 7Q: 3 clusters Score -310735.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -310762.687500 Penalty: 4013.447021
	Iteration 8Q: 3 clusters Score -310762.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -310789.750000 Penalty: 4013.447021
	Iteration 9Q: 3 clusters Score -310789.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -310815.093750 Penalty: 4013.447021
	Iteration 10Q: 3 clusters Score -310815.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -310832.125000 Penalty: 4013.447021
	Iteration 11Q: 3 clusters Score -310832.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -310847.843750 Penalty: 4013.447021
	Iteration 12Q: 3 clusters Score -310847.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -310864.687500 Penalty: 4013.447021
	Iteration 13Q: 3 clusters Score -310864.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -310879.906250 Penalty: 4013.447021
	Iteration 14Q: 3 clusters Score -310879.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -310892.406250 Penalty: 4013.447021
	Iteration 15Q: 3 clusters Score -310892.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -310900.562500 Penalty: 4013.447021
	Iteration 16Q: 3 clusters Score -310900.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -310911.437500 Penalty: 4013.447021
	Iteration 17Q: 3 clusters Score -310911.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -310922.000000 Penalty: 4013.447021
	Iteration 18Q: 3 clusters Score -310922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -310931.031250 Penalty: 4013.447021
	Iteration 19Q: 3 clusters Score -310931 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -310940.937500 Penalty: 4013.447021
	Iteration 20F: 3 clusters Score -310940.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -310950.406250 Penalty: 4013.447021
	Iteration 21Q: 3 clusters Score -310950.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -310959.093750 Penalty: 4013.447021
	Iteration 22Q: 3 clusters Score -310959.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -310967.812500 Penalty: 4013.447021
	Iteration 23Q: 3 clusters Score -310967.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -310973.500000 Penalty: 4013.447021
	Iteration 24Q: 3 clusters Score -310973.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -310978.156250 Penalty: 4013.447021
	Iteration 25Q: 3 clusters Score -310978.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -310983.656250 Penalty: 4013.447021
	Iteration 26Q: 3 clusters Score -310983.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -310988.406250 Penalty: 4013.447021
	Iteration 27Q: 3 clusters Score -310988.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -310991.468750 Penalty: 4013.447021
	Iteration 28Q: 3 clusters Score -310991.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -310993.281250 Penalty: 4013.447021
	Iteration 29Q: 3 clusters Score -310993.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -310995.468750 Penalty: 4013.447021
	Iteration 30Q: 3 clusters Score -310995.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -310997.718750 Penalty: 4013.447021
	Iteration 31Q: 3 clusters Score -310997.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -311000.187500 Penalty: 4013.447021
	Iteration 32Q: 3 clusters Score -311000.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -311001.437500 Penalty: 4013.447021
	Iteration 33Q: 3 clusters Score -311001.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -311003.562500 Penalty: 4013.447021
	Iteration 34Q: 3 clusters Score -311003.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -311003.750000 Penalty: 4013.447021
	Iteration 35Q: 3 clusters Score -311003.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -311003.687500 Penalty: 4013.447021
	Iteration 36Q: 3 clusters Score -311003.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -311003.687500 Penalty: 4013.447021
	Iteration 37F: 3 clusters Score -311003.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Entering Unmasked Estep 
Score: -142284.937500 Penalty: 1795.681152
	Iteration 0F: 2 clusters Score -142284.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -140047.062500 Penalty: 3591.362305
	Iteration 0F: 3 clusters Score -140047.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -140425.250000 Penalty: 3591.362305
	Iteration 1F: 3 clusters Score -140425.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -140573.109375 Penalty: 3591.362305
	Iteration 2F: 3 clusters Score -140573.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -140649.906250 Penalty: 3591.362305
	Iteration 3Q: 3 clusters Score -140649.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -140716.703125 Penalty: 3591.362305
	Iteration 4Q: 3 clusters Score -140716.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -140764.531250 Penalty: 3591.362305
	Iteration 5Q: 3 clusters Score -140764.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -140805.062500 Penalty: 3591.362305
	Iteration 6Q: 3 clusters Score -140805.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -140831.421875 Penalty: 3591.362305
	Iteration 7Q: 3 clusters Score -140831.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -140865.750000 Penalty: 3591.362305
	Iteration 8Q: 3 clusters Score -140865.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -140906.140625 Penalty: 3591.362305
	Iteration 9Q: 3 clusters Score -140906.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -140934.359375 Penalty: 3591.362305
	Iteration 10Q: 3 clusters Score -140934.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -140962.015625 Penalty: 3591.362305
	Iteration 11Q: 3 clusters Score -140962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -140984.265625 Penalty: 3591.362305
	Iteration 12Q: 3 clusters Score -140984.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -141000.078125 Penalty: 3591.362305
	Iteration 13Q: 3 clusters Score -141000.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -141017.437500 Penalty: 3591.362305
	Iteration 14Q: 3 clusters Score -141017.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -141046.046875 Penalty: 3591.362305
	Iteration 15Q: 3 clusters Score -141046 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -141081.890625 Penalty: 3591.362305
	Iteration 16Q: 3 clusters Score -141081.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -141119.343750 Penalty: 3591.362305
	Iteration 17Q: 3 clusters Score -141119.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -141150.140625 Penalty: 3591.362305
	Iteration 18Q: 3 clusters Score -141150.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -141181.734375 Penalty: 3591.362305
	Iteration 19Q: 3 clusters Score -141181.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -141203.859375 Penalty: 3591.362305
	Iteration 20F: 3 clusters Score -141203.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -141221.796875 Penalty: 3591.362305
	Iteration 21Q: 3 clusters Score -141221.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -141236.296875 Penalty: 3591.362305
	Iteration 22Q: 3 clusters Score -141236.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -141242.250000 Penalty: 3591.362305
	Iteration 23Q: 3 clusters Score -141242.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -141246.453125 Penalty: 3591.362305
	Iteration 24Q: 3 clusters Score -141246.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -141248.734375 Penalty: 3591.362305
	Iteration 25Q: 3 clusters Score -141248.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -141250.000000 Penalty: 3591.362305
	Iteration 26Q: 3 clusters Score -141250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -141251.687500 Penalty: 3591.362305
	Iteration 27Q: 3 clusters Score -141251.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -141252.453125 Penalty: 3591.362305
	Iteration 28Q: 3 clusters Score -141252.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -141252.453125 Penalty: 3591.362305
	Iteration 29F: 3 clusters Score -141252.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Entering Unmasked Estep 
Score: -84467.984375 Penalty: 1665.415161
	Iteration 0F: 2 clusters Score -84467.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -82690.085938 Penalty: 3330.830322
	Iteration 0F: 3 clusters Score -82690.09 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -82987.984375 Penalty: 3330.830322
	Iteration 1F: 3 clusters Score -82987.98 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -83107.859375 Penalty: 3330.830322
	Iteration 2F: 3 clusters Score -83107.86 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -83180.679688 Penalty: 3330.830322
	Iteration 3Q: 3 clusters Score -83180.68 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -83241.179688 Penalty: 3330.830322
	Iteration 4Q: 3 clusters Score -83241.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -83302.757812 Penalty: 3330.830322
	Iteration 5Q: 3 clusters Score -83302.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -83331.992188 Penalty: 3330.830322
	Iteration 6Q: 3 clusters Score -83331.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -83350.375000 Penalty: 3330.830322
	Iteration 7Q: 3 clusters Score -83350.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -83362.320312 Penalty: 3330.830322
	Iteration 8Q: 3 clusters Score -83362.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -83363.773438 Penalty: 3330.830322
	Iteration 9Q: 3 clusters Score -83363.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -83364.695312 Penalty: 3330.830322
	Iteration 10Q: 3 clusters Score -83364.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -83367.695312 Penalty: 3330.830322
	Iteration 11Q: 3 clusters Score -83367.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -83373.492188 Penalty: 3330.830322
	Iteration 12Q: 3 clusters Score -83373.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -83374.226562 Penalty: 3330.830322
	Iteration 13Q: 3 clusters Score -83374.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -83374.226562 Penalty: 3330.830322
	Iteration 14F: 3 clusters Score -83374.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Entering Unmasked Estep 
Score: -331614.531250 Penalty: 1991.944702
	Iteration 0F: 2 clusters Score -331614.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -328287.406250 Penalty: 3983.889404
	Iteration 0F: 3 clusters Score -328287.4 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -328995.406250 Penalty: 3983.889404
	Iteration 1F: 3 clusters Score -328995.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -329186.625000 Penalty: 3983.889404
	Iteration 2F: 3 clusters Score -329186.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -329311.000000 Penalty: 3983.889404
	Iteration 3F: 3 clusters Score -329311 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -329391.343750 Penalty: 3983.889404
	Iteration 4Q: 3 clusters Score -329391.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -329451.000000 Penalty: 3983.889404
	Iteration 5Q: 3 clusters Score -329451 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -329491.968750 Penalty: 3983.889404
	Iteration 6Q: 3 clusters Score -329492 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -329537.812500 Penalty: 3983.889404
	Iteration 7Q: 3 clusters Score -329537.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -329597.437500 Penalty: 3983.889404
	Iteration 8Q: 3 clusters Score -329597.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -329650.437500 Penalty: 3983.889404
	Iteration 9Q: 3 clusters Score -329650.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -329715.593750 Penalty: 3983.889404
	Iteration 10Q: 3 clusters Score -329715.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -329784.593750 Penalty: 3983.889404
	Iteration 11Q: 3 clusters Score -329784.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -329853.656250 Penalty: 3983.889404
	Iteration 12Q: 3 clusters Score -329853.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -329907.250000 Penalty: 3983.889404
	Iteration 13Q: 3 clusters Score -329907.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -329941.687500 Penalty: 3983.889404
	Iteration 14Q: 3 clusters Score -329941.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -329980.062500 Penalty: 3983.889404
	Iteration 15Q: 3 clusters Score -329980.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -330019.906250 Penalty: 3983.889404
	Iteration 16Q: 3 clusters Score -330019.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -330045.687500 Penalty: 3983.889404
	Iteration 17Q: 3 clusters Score -330045.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -330061.218750 Penalty: 3983.889404
	Iteration 18Q: 3 clusters Score -330061.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -330072.093750 Penalty: 3983.889404
	Iteration 19Q: 3 clusters Score -330072.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -330080.500000 Penalty: 3983.889404
	Iteration 20F: 3 clusters Score -330080.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -330086.781250 Penalty: 3983.889404
	Iteration 21Q: 3 clusters Score -330086.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -330094.187500 Penalty: 3983.889404
	Iteration 22Q: 3 clusters Score -330094.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -330098.593750 Penalty: 3983.889404
	Iteration 23Q: 3 clusters Score -330098.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -330101.531250 Penalty: 3983.889404
	Iteration 24Q: 3 clusters Score -330101.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -330104.250000 Penalty: 3983.889404
	Iteration 25Q: 3 clusters Score -330104.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -330105.000000 Penalty: 3983.889404
	Iteration 26Q: 3 clusters Score -330105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -330105.000000 Penalty: 3983.889404
	Iteration 27F: 3 clusters Score -330105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (5802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Entering Unmasked Estep 
Score: -624863.250000 Penalty: 2149.157715
	Iteration 0F: 2 clusters Score -624863.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -619794.125000 Penalty: 4298.315430
	Iteration 0F: 3 clusters Score -619794.1 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -621005.062500 Penalty: 4298.315430
	Iteration 1F: 3 clusters Score -621005.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -621241.812500 Penalty: 4298.315430
	Iteration 2F: 3 clusters Score -621241.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -621427.312500 Penalty: 4298.315430
	Iteration 3F: 3 clusters Score -621427.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -621595.812500 Penalty: 4298.315430
	Iteration 4Q: 3 clusters Score -621595.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -621778.375000 Penalty: 4298.315430
	Iteration 5Q: 3 clusters Score -621778.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -621996.000000 Penalty: 4298.315430
	Iteration 6Q: 3 clusters Score -621996 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -622321.812500 Penalty: 4298.315430
	Iteration 7F: 3 clusters Score -622321.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -622771.562500 Penalty: 4298.315430
	Iteration 8F: 3 clusters Score -622771.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -623341.562500 Penalty: 4298.315430
	Iteration 9F: 3 clusters Score -623341.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -623938.562500 Penalty: 4298.315430
	Iteration 10F: 3 clusters Score -623938.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -624382.125000 Penalty: 4298.315430
	Iteration 11F: 3 clusters Score -624382.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -624641.375000 Penalty: 4298.315430
	Iteration 12Q: 3 clusters Score -624641.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -624784.250000 Penalty: 4298.315430
	Iteration 13Q: 3 clusters Score -624784.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -624901.312500 Penalty: 4298.315430
	Iteration 14Q: 3 clusters Score -624901.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -624984.000000 Penalty: 4298.315430
	Iteration 15Q: 3 clusters Score -624984 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -625028.562500 Penalty: 4298.315430
	Iteration 16Q: 3 clusters Score -625028.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -625043.875000 Penalty: 4298.315430
	Iteration 17Q: 3 clusters Score -625043.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -625050.187500 Penalty: 4298.315430
	Iteration 18Q: 3 clusters Score -625050.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -625057.687500 Penalty: 4298.315430
	Iteration 19Q: 3 clusters Score -625057.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -625062.125000 Penalty: 4298.315430
	Iteration 20F: 3 clusters Score -625062.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -625065.812500 Penalty: 4298.315430
	Iteration 21Q: 3 clusters Score -625065.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -625067.000000 Penalty: 4298.315430
	Iteration 22Q: 3 clusters Score -625067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -625068.000000 Penalty: 4298.315430
	Iteration 23Q: 3 clusters Score -625068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -625067.937500 Penalty: 4298.315430
	Iteration 24Q: 3 clusters Score -625067.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -625067.937500 Penalty: 4298.315430
	Iteration 25F: 3 clusters Score -625067.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 21616 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101836 members 
Mstep: Class 5 contains 37753 members 
Mstep: Class 6 contains 13725 members 
Mstep: Class 7 contains 7603 members 
Mstep: Class 8 contains 183546 members 
Mstep: Class 9 contains 15391 members 
Mstep: Class 10 contains 7202 members 
Mstep: Class 11 contains 17756 members 
Mstep: Class 12 contains 7010 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75126 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13446 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37635 members 
Mstep: Class 20 contains 2035 members 
Mstep: Class 21 contains 139207 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13158 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8132 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4244 members 
Mstep: Class 28 contains 25447 members 
Mstep: Class 29 contains 5759 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20445 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144943 members 
Mstep: Class 35 contains 26321 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 30292 members 
Mstep: Class 38 contains 27265 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 1878 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8734 members 
Mstep: Class 46 contains 16118 members 
Mstep: Class 47 contains 30049 members 
Mstep: Class 48 contains 12019 members 
Mstep: Class 49 contains 3511 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Mstep: Class 53 contains 3924 members 
Entering Unmasked Estep 
Score: -115175112.000000 Penalty: 182896.359375
Splitting cluster 43 changes total score from -115176112.000000 to -115175112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Entering Unmasked Estep 
Score: -68815.320312 Penalty: 1626.433105
	Iteration 0F: 2 clusters Score -68815.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -67142.476562 Penalty: 3252.866211
	Iteration 0F: 3 clusters Score -67142.48 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -67363.453125 Penalty: 3252.866211
	Iteration 1F: 3 clusters Score -67363.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -67414.953125 Penalty: 3252.866211
	Iteration 2Q: 3 clusters Score -67414.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -67443.218750 Penalty: 3252.866211
	Iteration 3Q: 3 clusters Score -67443.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -67450.343750 Penalty: 3252.866211
	Iteration 4Q: 3 clusters Score -67450.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -67454.703125 Penalty: 3252.866211
	Iteration 5Q: 3 clusters Score -67454.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -67457.828125 Penalty: 3252.866211
	Iteration 6Q: 3 clusters Score -67457.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -67460.171875 Penalty: 3252.866211
	Iteration 7Q: 3 clusters Score -67460.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -67465.414062 Penalty: 3252.866211
	Iteration 8Q: 3 clusters Score -67465.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -67467.960938 Penalty: 3252.866211
	Iteration 9Q: 3 clusters Score -67467.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -67468.476562 Penalty: 3252.866211
	Iteration 10Q: 3 clusters Score -67468.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -67468.476562 Penalty: 3252.866211
	Iteration 11F: 3 clusters Score -67468.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (8734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Entering Unmasked Estep 
Score: -929113.125000 Penalty: 2250.594727
	Iteration 0F: 2 clusters Score -929113.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -922216.750000 Penalty: 4501.189453
	Iteration 0F: 3 clusters Score -922216.8 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -924228.687500 Penalty: 4501.189453
	Iteration 1F: 3 clusters Score -924228.7 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -924511.312500 Penalty: 4501.189453
	Iteration 2F: 3 clusters Score -924511.3 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -924722.687500 Penalty: 4501.189453
	Iteration 3Q: 3 clusters Score -924722.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -924885.250000 Penalty: 4501.189453
	Iteration 4Q: 3 clusters Score -924885.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -925027.437500 Penalty: 4501.189453
	Iteration 5Q: 3 clusters Score -925027.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -925139.625000 Penalty: 4501.189453
	Iteration 6Q: 3 clusters Score -925139.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -925241.562500 Penalty: 4501.189453
	Iteration 7Q: 3 clusters Score -925241.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -925354.687500 Penalty: 4501.189453
	Iteration 8Q: 3 clusters Score -925354.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -925465.250000 Penalty: 4501.189453
	Iteration 9Q: 3 clusters Score -925465.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -925575.562500 Penalty: 4501.189453
	Iteration 10Q: 3 clusters Score -925575.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -925670.062500 Penalty: 4501.189453
	Iteration 11Q: 3 clusters Score -925670.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -925760.187500 Penalty: 4501.189453
	Iteration 12Q: 3 clusters Score -925760.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -925847.062500 Penalty: 4501.189453
	Iteration 13Q: 3 clusters Score -925847.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -925925.500000 Penalty: 4501.189453
	Iteration 14Q: 3 clusters Score -925925.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -926022.000000 Penalty: 4501.189453
	Iteration 15Q: 3 clusters Score -926022 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -926126.375000 Penalty: 4501.189453
	Iteration 16Q: 3 clusters Score -926126.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -926218.437500 Penalty: 4501.189453
	Iteration 17Q: 3 clusters Score -926218.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -926297.562500 Penalty: 4501.189453
	Iteration 18Q: 3 clusters Score -926297.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -926373.750000 Penalty: 4501.189453
	Iteration 19Q: 3 clusters Score -926373.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -926439.312500 Penalty: 4501.189453
	Iteration 20F: 3 clusters Score -926439.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -926508.187500 Penalty: 4501.189453
	Iteration 21Q: 3 clusters Score -926508.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -926585.625000 Penalty: 4501.189453
	Iteration 22Q: 3 clusters Score -926585.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -926692.187500 Penalty: 4501.189453
	Iteration 23Q: 3 clusters Score -926692.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -926825.750000 Penalty: 4501.189453
	Iteration 24Q: 3 clusters Score -926825.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -927010.937500 Penalty: 4501.189453
	Iteration 25Q: 3 clusters Score -927010.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -927215.687500 Penalty: 4501.189453
	Iteration 26Q: 3 clusters Score -927215.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -927365.875000 Penalty: 4501.189453
	Iteration 27Q: 3 clusters Score -927365.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -927451.812500 Penalty: 4501.189453
	Iteration 28Q: 3 clusters Score -927451.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -927521.500000 Penalty: 4501.189453
	Iteration 29Q: 3 clusters Score -927521.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -927566.375000 Penalty: 4501.189453
	Iteration 30Q: 3 clusters Score -927566.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -927607.187500 Penalty: 4501.189453
	Iteration 31Q: 3 clusters Score -927607.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -927645.812500 Penalty: 4501.189453
	Iteration 32Q: 3 clusters Score -927645.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -927699.250000 Penalty: 4501.189453
	Iteration 33Q: 3 clusters Score -927699.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -927778.500000 Penalty: 4501.189453
	Iteration 34Q: 3 clusters Score -927778.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -927870.125000 Penalty: 4501.189453
	Iteration 35Q: 3 clusters Score -927870.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -927982.625000 Penalty: 4501.189453
	Iteration 36Q: 3 clusters Score -927982.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -928144.625000 Penalty: 4501.189453
	Iteration 37Q: 3 clusters Score -928144.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -928336.250000 Penalty: 4501.189453
	Iteration 38Q: 3 clusters Score -928336.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -928480.000000 Penalty: 4501.189453
	Iteration 39Q: 3 clusters Score -928480 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -928541.500000 Penalty: 4501.189453
	Iteration 40F: 3 clusters Score -928541.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -928572.250000 Penalty: 4501.189453
	Iteration 41Q: 3 clusters Score -928572.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -928592.875000 Penalty: 4501.189453
	Iteration 42Q: 3 clusters Score -928592.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -928601.062500 Penalty: 4501.189453
	Iteration 43Q: 3 clusters Score -928601.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -928607.750000 Penalty: 4501.189453
	Iteration 44Q: 3 clusters Score -928607.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -928615.187500 Penalty: 4501.189453
	Iteration 45Q: 3 clusters Score -928615.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -928629.250000 Penalty: 4501.189453
	Iteration 46Q: 3 clusters Score -928629.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -928636.812500 Penalty: 4501.189453
	Iteration 47Q: 3 clusters Score -928636.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -928638.500000 Penalty: 4501.189453
	Iteration 48Q: 3 clusters Score -928638.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -928644.437500 Penalty: 4501.189453
	Iteration 49Q: 3 clusters Score -928644.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -928651.062500 Penalty: 4501.189453
	Iteration 50Q: 3 clusters Score -928651.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -928660.437500 Penalty: 4501.189453
	Iteration 51Q: 3 clusters Score -928660.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -928665.125000 Penalty: 4501.189453
	Iteration 52Q: 3 clusters Score -928665.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -928677.125000 Penalty: 4501.189453
	Iteration 53Q: 3 clusters Score -928677.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -928697.875000 Penalty: 4501.189453
	Iteration 54Q: 3 clusters Score -928697.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -928714.625000 Penalty: 4501.189453
	Iteration 55Q: 3 clusters Score -928714.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -928727.062500 Penalty: 4501.189453
	Iteration 56Q: 3 clusters Score -928727.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -928736.312500 Penalty: 4501.189453
	Iteration 57Q: 3 clusters Score -928736.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -928742.875000 Penalty: 4501.189453
	Iteration 58Q: 3 clusters Score -928742.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -928744.875000 Penalty: 4501.189453
	Iteration 59Q: 3 clusters Score -928744.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -928747.875000 Penalty: 4501.189453
	Iteration 60F: 3 clusters Score -928747.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -928748.562500 Penalty: 4501.189453
	Iteration 61Q: 3 clusters Score -928748.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -928754.187500 Penalty: 4501.189453
	Iteration 62Q: 3 clusters Score -928754.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -928753.875000 Penalty: 4501.189453
	Iteration 63Q: 3 clusters Score -928753.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -928754.125000 Penalty: 4501.189453
	Iteration 64Q: 3 clusters Score -928754.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -928754.750000 Penalty: 4501.189453
	Iteration 65Q: 3 clusters Score -928754.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -928754.437500 Penalty: 4501.189453
	Iteration 66Q: 3 clusters Score -928754.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -928754.437500 Penalty: 4501.189453
	Iteration 67F: 3 clusters Score -928754.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (16118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Entering Unmasked Estep 
Score: -1738629.875000 Penalty: 2402.547607
	Iteration 0F: 2 clusters Score -1738630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1726999.000000 Penalty: 4805.095215
	Iteration 0F: 3 clusters Score -1726999 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1730794.875000 Penalty: 4805.095215
	Iteration 1F: 3 clusters Score -1730795 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1731297.500000 Penalty: 4805.095215
	Iteration 2F: 3 clusters Score -1731298 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1731882.500000 Penalty: 4805.095215
	Iteration 3F: 3 clusters Score -1731882 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1732568.875000 Penalty: 4805.095215
	Iteration 4F: 3 clusters Score -1732569 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1733356.250000 Penalty: 4805.095215
	Iteration 5F: 3 clusters Score -1733356 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1734161.250000 Penalty: 4805.095215
	Iteration 6F: 3 clusters Score -1734161 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1734913.125000 Penalty: 4805.095215
	Iteration 7F: 3 clusters Score -1734913 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1735527.250000 Penalty: 4805.095215
	Iteration 8Q: 3 clusters Score -1735527 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1736100.000000 Penalty: 4805.095215
	Iteration 9Q: 3 clusters Score -1736100 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1736632.000000 Penalty: 4805.095215
	Iteration 10Q: 3 clusters Score -1736632 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1736992.875000 Penalty: 4805.095215
	Iteration 11Q: 3 clusters Score -1736993 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1737288.625000 Penalty: 4805.095215
	Iteration 12Q: 3 clusters Score -1737289 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1737535.125000 Penalty: 4805.095215
	Iteration 13Q: 3 clusters Score -1737535 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1737703.750000 Penalty: 4805.095215
	Iteration 14Q: 3 clusters Score -1737704 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1737822.125000 Penalty: 4805.095215
	Iteration 15Q: 3 clusters Score -1737822 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1737881.875000 Penalty: 4805.095215
	Iteration 16Q: 3 clusters Score -1737882 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1737911.375000 Penalty: 4805.095215
	Iteration 17Q: 3 clusters Score -1737911 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1737934.375000 Penalty: 4805.095215
	Iteration 18Q: 3 clusters Score -1737934 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1737956.500000 Penalty: 4805.095215
	Iteration 19Q: 3 clusters Score -1737956 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1737974.125000 Penalty: 4805.095215
	Iteration 20F: 3 clusters Score -1737974 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1737989.750000 Penalty: 4805.095215
	Iteration 21Q: 3 clusters Score -1737990 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1737998.375000 Penalty: 4805.095215
	Iteration 22Q: 3 clusters Score -1737998 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1738002.875000 Penalty: 4805.095215
	Iteration 23Q: 3 clusters Score -1738003 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1738011.875000 Penalty: 4805.095215
	Iteration 24Q: 3 clusters Score -1738012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1738009.500000 Penalty: 4805.095215
	Iteration 25Q: 3 clusters Score -1738010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1738018.375000 Penalty: 4805.095215
	Iteration 26Q: 3 clusters Score -1738018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1738014.750000 Penalty: 4805.095215
	Iteration 27Q: 3 clusters Score -1738015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1738019.250000 Penalty: 4805.095215
	Iteration 28Q: 3 clusters Score -1738019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1738018.500000 Penalty: 4805.095215
	Iteration 29Q: 3 clusters Score -1738018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1738018.500000 Penalty: 4805.095215
	Iteration 30F: 3 clusters Score -1738018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (30049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30049 members 
Entering Unmasked Estep 
Score: -3246246.000000 Penalty: 2557.025146
	Iteration 0F: 2 clusters Score -3246246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -3225709.500000 Penalty: 5114.050293
	Iteration 0F: 3 clusters Score -3225710 nChanged 13387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -3232914.250000 Penalty: 5114.050293
	Iteration 1F: 3 clusters Score -3232914 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -3233454.750000 Penalty: 5114.050293
	Iteration 2Q: 3 clusters Score -3233455 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -3234194.000000 Penalty: 5114.050293
	Iteration 3Q: 3 clusters Score -3234194 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -3235238.250000 Penalty: 5114.050293
	Iteration 4F: 3 clusters Score -3235238 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -3236737.000000 Penalty: 5114.050293
	Iteration 5F: 3 clusters Score -3236737 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -3238590.750000 Penalty: 5114.050293
	Iteration 6F: 3 clusters Score -3238591 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -3240588.250000 Penalty: 5114.050293
	Iteration 7F: 3 clusters Score -3240588 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -3242432.000000 Penalty: 5114.050293
	Iteration 8F: 3 clusters Score -3242432 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -3243863.500000 Penalty: 5114.050293
	Iteration 9F: 3 clusters Score -3243864 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -3244783.000000 Penalty: 5114.050293
	Iteration 10Q: 3 clusters Score -3244783 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -3245264.500000 Penalty: 5114.050293
	Iteration 11Q: 3 clusters Score -3245264 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -3245501.250000 Penalty: 5114.050293
	Iteration 12Q: 3 clusters Score -3245501 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -3245651.250000 Penalty: 5114.050293
	Iteration 13Q: 3 clusters Score -3245651 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -3245746.250000 Penalty: 5114.050293
	Iteration 14Q: 3 clusters Score -3245746 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -3245812.750000 Penalty: 5114.050293
	Iteration 15Q: 3 clusters Score -3245813 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -3245850.000000 Penalty: 5114.050293
	Iteration 16Q: 3 clusters Score -3245850 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -3245876.500000 Penalty: 5114.050293
	Iteration 17Q: 3 clusters Score -3245876 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -3245882.750000 Penalty: 5114.050293
	Iteration 18Q: 3 clusters Score -3245883 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -3245908.250000 Penalty: 5114.050293
	Iteration 19Q: 3 clusters Score -3245908 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -3245913.750000 Penalty: 5114.050293
	Iteration 20F: 3 clusters Score -3245914 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -3245921.750000 Penalty: 5114.050293
	Iteration 21Q: 3 clusters Score -3245922 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -3245930.250000 Penalty: 5114.050293
	Iteration 22Q: 3 clusters Score -3245930 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -3245929.250000 Penalty: 5114.050293
	Iteration 23Q: 3 clusters Score -3245929 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -3245940.750000 Penalty: 5114.050293
	Iteration 24Q: 3 clusters Score -3245941 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -3245956.500000 Penalty: 5114.050293
	Iteration 25Q: 3 clusters Score -3245956 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -3245966.500000 Penalty: 5114.050293
	Iteration 26Q: 3 clusters Score -3245966 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -3245973.250000 Penalty: 5114.050293
	Iteration 27Q: 3 clusters Score -3245973 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -3245972.500000 Penalty: 5114.050293
	Iteration 28Q: 3 clusters Score -3245972 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -3245983.500000 Penalty: 5114.050293
	Iteration 29Q: 3 clusters Score -3245984 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -3245989.750000 Penalty: 5114.050293
	Iteration 30Q: 3 clusters Score -3245990 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -3245986.500000 Penalty: 5114.050293
	Iteration 31Q: 3 clusters Score -3245986 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -3245983.000000 Penalty: 5114.050293
	Iteration 32Q: 3 clusters Score -3245983 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -3245993.250000 Penalty: 5114.050293
	Iteration 33Q: 3 clusters Score -3245993 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -3245993.000000 Penalty: 5114.050293
	Iteration 34Q: 3 clusters Score -3245993 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -3245999.500000 Penalty: 5114.050293
	Iteration 35Q: 3 clusters Score -3246000 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -3246010.500000 Penalty: 5114.050293
	Iteration 36Q: 3 clusters Score -3246010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -3246013.750000 Penalty: 5114.050293
	Iteration 37Q: 3 clusters Score -3246014 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -3246008.500000 Penalty: 5114.050293
	Iteration 38Q: 3 clusters Score -3246008 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -3246013.250000 Penalty: 5114.050293
	Iteration 39Q: 3 clusters Score -3246013 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -3246021.750000 Penalty: 5114.050293
	Iteration 40F: 3 clusters Score -3246022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -3246024.500000 Penalty: 5114.050293
	Iteration 41Q: 3 clusters Score -3246024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -3246012.750000 Penalty: 5114.050293
	Iteration 42Q: 3 clusters Score -3246013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -3246020.750000 Penalty: 5114.050293
	Iteration 43Q: 3 clusters Score -3246021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -3246014.750000 Penalty: 5114.050293
	Iteration 44Q: 3 clusters Score -3246015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -3246013.250000 Penalty: 5114.050293
	Iteration 45Q: 3 clusters Score -3246013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -3246012.000000 Penalty: 5114.050293
	Iteration 46Q: 3 clusters Score -3246012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -3246014.750000 Penalty: 5114.050293
	Iteration 47Q: 3 clusters Score -3246015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -3246014.500000 Penalty: 5114.050293
	Iteration 48Q: 3 clusters Score -3246014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -3246021.250000 Penalty: 5114.050293
	Iteration 49Q: 3 clusters Score -3246021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -3246024.750000 Penalty: 5114.050293
	Iteration 50Q: 3 clusters Score -3246025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -3246024.750000 Penalty: 5114.050293
	Iteration 51F: 3 clusters Score -3246025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (12019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Entering Unmasked Estep 
Score: -1109519.375000 Penalty: 2329.772461
	Iteration 0F: 2 clusters Score -1109519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1100666.375000 Penalty: 4659.544922
	Iteration 0F: 3 clusters Score -1100666 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1103584.750000 Penalty: 4659.544922
	Iteration 1F: 3 clusters Score -1103585 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1104110.750000 Penalty: 4659.544922
	Iteration 2F: 3 clusters Score -1104111 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1104603.000000 Penalty: 4659.544922
	Iteration 3F: 3 clusters Score -1104603 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1105107.000000 Penalty: 4659.544922
	Iteration 4F: 3 clusters Score -1105107 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1105608.000000 Penalty: 4659.544922
	Iteration 5F: 3 clusters Score -1105608 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1106096.750000 Penalty: 4659.544922
	Iteration 6F: 3 clusters Score -1106097 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1106481.125000 Penalty: 4659.544922
	Iteration 7Q: 3 clusters Score -1106481 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1106747.375000 Penalty: 4659.544922
	Iteration 8Q: 3 clusters Score -1106747 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1106921.000000 Penalty: 4659.544922
	Iteration 9Q: 3 clusters Score -1106921 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1107026.000000 Penalty: 4659.544922
	Iteration 10Q: 3 clusters Score -1107026 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1107104.625000 Penalty: 4659.544922
	Iteration 11Q: 3 clusters Score -1107105 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1107163.000000 Penalty: 4659.544922
	Iteration 12Q: 3 clusters Score -1107163 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1107199.625000 Penalty: 4659.544922
	Iteration 13Q: 3 clusters Score -1107200 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1107224.750000 Penalty: 4659.544922
	Iteration 14Q: 3 clusters Score -1107225 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1107247.750000 Penalty: 4659.544922
	Iteration 15Q: 3 clusters Score -1107248 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1107253.000000 Penalty: 4659.544922
	Iteration 16Q: 3 clusters Score -1107253 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1107262.875000 Penalty: 4659.544922
	Iteration 17Q: 3 clusters Score -1107263 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1107271.250000 Penalty: 4659.544922
	Iteration 18Q: 3 clusters Score -1107271 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1107274.875000 Penalty: 4659.544922
	Iteration 19Q: 3 clusters Score -1107275 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1107277.000000 Penalty: 4659.544922
	Iteration 20F: 3 clusters Score -1107277 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1107283.000000 Penalty: 4659.544922
	Iteration 21Q: 3 clusters Score -1107283 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1107289.000000 Penalty: 4659.544922
	Iteration 22Q: 3 clusters Score -1107289 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1107290.875000 Penalty: 4659.544922
	Iteration 23Q: 3 clusters Score -1107291 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1107296.500000 Penalty: 4659.544922
	Iteration 24Q: 3 clusters Score -1107296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1107298.375000 Penalty: 4659.544922
	Iteration 25Q: 3 clusters Score -1107298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1107299.500000 Penalty: 4659.544922
	Iteration 26Q: 3 clusters Score -1107300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1107303.125000 Penalty: 4659.544922
	Iteration 27Q: 3 clusters Score -1107303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1107305.375000 Penalty: 4659.544922
	Iteration 28Q: 3 clusters Score -1107305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1107305.375000 Penalty: 4659.544922
	Iteration 29Q: 3 clusters Score -1107305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1107305.500000 Penalty: 4659.544922
	Iteration 30Q: 3 clusters Score -1107306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1107312.375000 Penalty: 4659.544922
	Iteration 31Q: 3 clusters Score -1107312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1107309.750000 Penalty: 4659.544922
	Iteration 32Q: 3 clusters Score -1107310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1107312.375000 Penalty: 4659.544922
	Iteration 33Q: 3 clusters Score -1107312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1107314.875000 Penalty: 4659.544922
	Iteration 34Q: 3 clusters Score -1107315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1107314.375000 Penalty: 4659.544922
	Iteration 35Q: 3 clusters Score -1107314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1107314.125000 Penalty: 4659.544922
	Iteration 36Q: 3 clusters Score -1107314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1107315.250000 Penalty: 4659.544922
	Iteration 37Q: 3 clusters Score -1107315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1107314.875000 Penalty: 4659.544922
	Iteration 38Q: 3 clusters Score -1107315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1107314.500000 Penalty: 4659.544922
	Iteration 39Q: 3 clusters Score -1107314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1107314.500000 Penalty: 4659.544922
	Iteration 40F: 3 clusters Score -1107314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (3511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Entering Unmasked Estep 
Score: -303160.156250 Penalty: 2024.586792
	Iteration 0F: 2 clusters Score -303160.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -299627.312500 Penalty: 4049.173584
	Iteration 0F: 3 clusters Score -299627.3 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -300903.000000 Penalty: 4049.173584
	Iteration 1F: 3 clusters Score -300903 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -301542.312500 Penalty: 4049.173584
	Iteration 2F: 3 clusters Score -301542.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -301938.750000 Penalty: 4049.173584
	Iteration 3F: 3 clusters Score -301938.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -302205.562500 Penalty: 4049.173584
	Iteration 4F: 3 clusters Score -302205.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -302369.937500 Penalty: 4049.173584
	Iteration 5Q: 3 clusters Score -302369.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -302469.125000 Penalty: 4049.173584
	Iteration 6Q: 3 clusters Score -302469.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -302539.718750 Penalty: 4049.173584
	Iteration 7Q: 3 clusters Score -302539.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -302595.343750 Penalty: 4049.173584
	Iteration 8Q: 3 clusters Score -302595.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -302622.312500 Penalty: 4049.173584
	Iteration 9Q: 3 clusters Score -302622.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -302632.031250 Penalty: 4049.173584
	Iteration 10Q: 3 clusters Score -302632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -302636.812500 Penalty: 4049.173584
	Iteration 11Q: 3 clusters Score -302636.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -302640.093750 Penalty: 4049.173584
	Iteration 12Q: 3 clusters Score -302640.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -302644.125000 Penalty: 4049.173584
	Iteration 13Q: 3 clusters Score -302644.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -302645.718750 Penalty: 4049.173584
	Iteration 14Q: 3 clusters Score -302645.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -302646.250000 Penalty: 4049.173584
	Iteration 15Q: 3 clusters Score -302646.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -302646.281250 Penalty: 4049.173584
	Iteration 16Q: 3 clusters Score -302646.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -302646.843750 Penalty: 4049.173584
	Iteration 17Q: 3 clusters Score -302646.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -302652.000000 Penalty: 4049.173584
	Iteration 18Q: 3 clusters Score -302652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -302654.843750 Penalty: 4049.173584
	Iteration 19Q: 3 clusters Score -302654.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -302656.687500 Penalty: 4049.173584
	Iteration 20F: 3 clusters Score -302656.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -302656.500000 Penalty: 4049.173584
	Iteration 21Q: 3 clusters Score -302656.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -302656.718750 Penalty: 4049.173584
	Iteration 22Q: 3 clusters Score -302656.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -302656.562500 Penalty: 4049.173584
	Iteration 23Q: 3 clusters Score -302656.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -302656.812500 Penalty: 4049.173584
	Iteration 24Q: 3 clusters Score -302656.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -302656.812500 Penalty: 4049.173584
	Iteration 25F: 3 clusters Score -302656.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Entering Unmasked Estep 
Score: -219776.921875 Penalty: 1892.354370
	Iteration 0F: 2 clusters Score -219776.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -217076.828125 Penalty: 3784.708740
	Iteration 0F: 3 clusters Score -217076.8 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -217591.140625 Penalty: 3784.708740
	Iteration 1F: 3 clusters Score -217591.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -217731.187500 Penalty: 3784.708740
	Iteration 2F: 3 clusters Score -217731.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -217817.343750 Penalty: 3784.708740
	Iteration 3Q: 3 clusters Score -217817.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -217883.781250 Penalty: 3784.708740
	Iteration 4Q: 3 clusters Score -217883.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -217929.703125 Penalty: 3784.708740
	Iteration 5Q: 3 clusters Score -217929.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -217954.078125 Penalty: 3784.708740
	Iteration 6Q: 3 clusters Score -217954.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -217971.515625 Penalty: 3784.708740
	Iteration 7Q: 3 clusters Score -217971.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -217994.781250 Penalty: 3784.708740
	Iteration 8Q: 3 clusters Score -217994.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -218010.578125 Penalty: 3784.708740
	Iteration 9Q: 3 clusters Score -218010.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -218027.828125 Penalty: 3784.708740
	Iteration 10Q: 3 clusters Score -218027.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -218036.828125 Penalty: 3784.708740
	Iteration 11Q: 3 clusters Score -218036.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -218039.562500 Penalty: 3784.708740
	Iteration 12Q: 3 clusters Score -218039.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -218042.359375 Penalty: 3784.708740
	Iteration 13Q: 3 clusters Score -218042.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -218044.500000 Penalty: 3784.708740
	Iteration 14Q: 3 clusters Score -218044.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -218048.093750 Penalty: 3784.708740
	Iteration 15Q: 3 clusters Score -218048.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -218050.765625 Penalty: 3784.708740
	Iteration 16Q: 3 clusters Score -218050.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -218051.593750 Penalty: 3784.708740
	Iteration 17Q: 3 clusters Score -218051.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -218053.187500 Penalty: 3784.708740
	Iteration 18Q: 3 clusters Score -218053.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -218053.906250 Penalty: 3784.708740
	Iteration 19Q: 3 clusters Score -218053.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -218056.312500 Penalty: 3784.708740
	Iteration 20F: 3 clusters Score -218056.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -218060.187500 Penalty: 3784.708740
	Iteration 21Q: 3 clusters Score -218060.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -218060.390625 Penalty: 3784.708740
	Iteration 22Q: 3 clusters Score -218060.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -218061.203125 Penalty: 3784.708740
	Iteration 23Q: 3 clusters Score -218061.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -218062.171875 Penalty: 3784.708740
	Iteration 24Q: 3 clusters Score -218062.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -218064.015625 Penalty: 3784.708740
	Iteration 25Q: 3 clusters Score -218064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -218065.781250 Penalty: 3784.708740
	Iteration 26Q: 3 clusters Score -218065.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -218066.296875 Penalty: 3784.708740
	Iteration 27Q: 3 clusters Score -218066.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -218066.296875 Penalty: 3784.708740
	Iteration 28F: 3 clusters Score -218066.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Entering Unmasked Estep 
Score: -172898.000000 Penalty: 1835.959106
	Iteration 0F: 2 clusters Score -172898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -170540.281250 Penalty: 3671.918213
	Iteration 0F: 3 clusters Score -170540.3 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -170934.484375 Penalty: 3671.918213
	Iteration 1F: 3 clusters Score -170934.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -171041.062500 Penalty: 3671.918213
	Iteration 2F: 3 clusters Score -171041.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -171106.734375 Penalty: 3671.918213
	Iteration 3Q: 3 clusters Score -171106.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -171165.953125 Penalty: 3671.918213
	Iteration 4Q: 3 clusters Score -171166 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -171210.250000 Penalty: 3671.918213
	Iteration 5Q: 3 clusters Score -171210.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -171265.484375 Penalty: 3671.918213
	Iteration 6Q: 3 clusters Score -171265.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -171317.140625 Penalty: 3671.918213
	Iteration 7Q: 3 clusters Score -171317.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -171369.937500 Penalty: 3671.918213
	Iteration 8Q: 3 clusters Score -171369.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -171428.859375 Penalty: 3671.918213
	Iteration 9Q: 3 clusters Score -171428.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -171497.250000 Penalty: 3671.918213
	Iteration 10Q: 3 clusters Score -171497.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -171561.000000 Penalty: 3671.918213
	Iteration 11Q: 3 clusters Score -171561 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -171615.296875 Penalty: 3671.918213
	Iteration 12Q: 3 clusters Score -171615.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -171653.078125 Penalty: 3671.918213
	Iteration 13Q: 3 clusters Score -171653.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -171686.859375 Penalty: 3671.918213
	Iteration 14Q: 3 clusters Score -171686.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -171713.484375 Penalty: 3671.918213
	Iteration 15Q: 3 clusters Score -171713.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -171745.437500 Penalty: 3671.918213
	Iteration 16Q: 3 clusters Score -171745.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -171782.593750 Penalty: 3671.918213
	Iteration 17Q: 3 clusters Score -171782.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -171810.578125 Penalty: 3671.918213
	Iteration 18Q: 3 clusters Score -171810.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -171820.593750 Penalty: 3671.918213
	Iteration 19Q: 3 clusters Score -171820.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -171827.296875 Penalty: 3671.918213
	Iteration 20F: 3 clusters Score -171827.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -171835.062500 Penalty: 3671.918213
	Iteration 21Q: 3 clusters Score -171835.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -171838.062500 Penalty: 3671.918213
	Iteration 22Q: 3 clusters Score -171838.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -171838.359375 Penalty: 3671.918213
	Iteration 23Q: 3 clusters Score -171838.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -171838.859375 Penalty: 3671.918213
	Iteration 24Q: 3 clusters Score -171838.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -171839.546875 Penalty: 3671.918213
	Iteration 25Q: 3 clusters Score -171839.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -171839.546875 Penalty: 3671.918213
	Iteration 26F: 3 clusters Score -171839.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (1095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Entering Unmasked Estep 
Score: -111039.296875 Penalty: 1735.630371
	Iteration 0F: 2 clusters Score -111039.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -109117.125000 Penalty: 3471.260742
	Iteration 0F: 3 clusters Score -109117.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -109511.937500 Penalty: 3471.260742
	Iteration 1F: 3 clusters Score -109511.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -109618.984375 Penalty: 3471.260742
	Iteration 2F: 3 clusters Score -109619 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -109675.812500 Penalty: 3471.260742
	Iteration 3Q: 3 clusters Score -109675.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -109722.781250 Penalty: 3471.260742
	Iteration 4Q: 3 clusters Score -109722.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -109789.890625 Penalty: 3471.260742
	Iteration 5Q: 3 clusters Score -109789.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -109864.195312 Penalty: 3471.260742
	Iteration 6Q: 3 clusters Score -109864.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -109906.460938 Penalty: 3471.260742
	Iteration 7Q: 3 clusters Score -109906.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -109947.093750 Penalty: 3471.260742
	Iteration 8Q: 3 clusters Score -109947.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -109990.554688 Penalty: 3471.260742
	Iteration 9Q: 3 clusters Score -109990.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -110029.843750 Penalty: 3471.260742
	Iteration 10Q: 3 clusters Score -110029.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -110096.406250 Penalty: 3471.260742
	Iteration 11Q: 3 clusters Score -110096.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -110158.507812 Penalty: 3471.260742
	Iteration 12Q: 3 clusters Score -110158.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -110213.437500 Penalty: 3471.260742
	Iteration 13Q: 3 clusters Score -110213.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -110250.179688 Penalty: 3471.260742
	Iteration 14Q: 3 clusters Score -110250.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -110279.148438 Penalty: 3471.260742
	Iteration 15Q: 3 clusters Score -110279.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -110303.531250 Penalty: 3471.260742
	Iteration 16Q: 3 clusters Score -110303.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -110327.492188 Penalty: 3471.260742
	Iteration 17Q: 3 clusters Score -110327.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -110345.843750 Penalty: 3471.260742
	Iteration 18Q: 3 clusters Score -110345.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -110365.773438 Penalty: 3471.260742
	Iteration 19Q: 3 clusters Score -110365.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -110395.617188 Penalty: 3471.260742
	Iteration 20F: 3 clusters Score -110395.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -110410.351562 Penalty: 3471.260742
	Iteration 21Q: 3 clusters Score -110410.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -110423.093750 Penalty: 3471.260742
	Iteration 22Q: 3 clusters Score -110423.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -110431.648438 Penalty: 3471.260742
	Iteration 23Q: 3 clusters Score -110431.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -110439.460938 Penalty: 3471.260742
	Iteration 24Q: 3 clusters Score -110439.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -110444.843750 Penalty: 3471.260742
	Iteration 25Q: 3 clusters Score -110444.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -110448.015625 Penalty: 3471.260742
	Iteration 26Q: 3 clusters Score -110448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -110448.015625 Penalty: 3471.260742
	Iteration 27F: 3 clusters Score -110448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 21616 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101836 members 
Mstep: Class 5 contains 37753 members 
Mstep: Class 6 contains 13725 members 
Mstep: Class 7 contains 7603 members 
Mstep: Class 8 contains 183546 members 
Mstep: Class 9 contains 15391 members 
Mstep: Class 10 contains 7202 members 
Mstep: Class 11 contains 17756 members 
Mstep: Class 12 contains 7010 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75126 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13446 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37635 members 
Mstep: Class 20 contains 2035 members 
Mstep: Class 21 contains 139207 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13158 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 8132 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4244 members 
Mstep: Class 28 contains 25447 members 
Mstep: Class 29 contains 5759 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20445 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144943 members 
Mstep: Class 35 contains 26321 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 30292 members 
Mstep: Class 38 contains 27265 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8734 members 
Mstep: Class 46 contains 16118 members 
Mstep: Class 47 contains 30049 members 
Mstep: Class 48 contains 12019 members 
Mstep: Class 49 contains 3511 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176168.000000 Penalty: 179445.484375
Iteration 239Q: 53 clusters Score -1.151762e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 21628 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101838 members 
Mstep: Class 5 contains 37792 members 
Mstep: Class 6 contains 13728 members 
Mstep: Class 7 contains 7603 members 
Mstep: Class 8 contains 183539 members 
Mstep: Class 9 contains 15391 members 
Mstep: Class 10 contains 7204 members 
Mstep: Class 11 contains 17759 members 
Mstep: Class 12 contains 7017 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75126 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13443 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37635 members 
Mstep: Class 20 contains 2036 members 
Mstep: Class 21 contains 139246 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13159 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4245 members 
Mstep: Class 28 contains 25446 members 
Mstep: Class 29 contains 5759 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20447 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144941 members 
Mstep: Class 35 contains 26326 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 30199 members 
Mstep: Class 38 contains 27266 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8734 members 
Mstep: Class 46 contains 16117 members 
Mstep: Class 47 contains 30044 members 
Mstep: Class 48 contains 12018 members 
Mstep: Class 49 contains 3508 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176264.000000 Penalty: 179445.484375
Iteration 240F: 53 clusters Score -1.151763e+08 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 21641 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101832 members 
Mstep: Class 5 contains 37828 members 
Mstep: Class 6 contains 13728 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183530 members 
Mstep: Class 9 contains 15391 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17763 members 
Mstep: Class 12 contains 7018 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75128 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13442 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37636 members 
Mstep: Class 20 contains 2036 members 
Mstep: Class 21 contains 139282 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13160 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8130 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4245 members 
Mstep: Class 28 contains 25448 members 
Mstep: Class 29 contains 5759 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20447 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144945 members 
Mstep: Class 35 contains 26334 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 30104 members 
Mstep: Class 38 contains 27267 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8733 members 
Mstep: Class 46 contains 16115 members 
Mstep: Class 47 contains 30044 members 
Mstep: Class 48 contains 12022 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176352.000000 Penalty: 179445.484375
Iteration 241Q: 53 clusters Score -1.151764e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 21657 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101822 members 
Mstep: Class 5 contains 37879 members 
Mstep: Class 6 contains 13728 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183516 members 
Mstep: Class 9 contains 15390 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17769 members 
Mstep: Class 12 contains 7024 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75127 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13440 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37639 members 
Mstep: Class 20 contains 2036 members 
Mstep: Class 21 contains 139308 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13161 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8130 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4245 members 
Mstep: Class 28 contains 25450 members 
Mstep: Class 29 contains 5760 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20448 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144953 members 
Mstep: Class 35 contains 26343 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 30009 members 
Mstep: Class 38 contains 27267 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8733 members 
Mstep: Class 46 contains 16115 members 
Mstep: Class 47 contains 30042 members 
Mstep: Class 48 contains 12017 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176336.000000 Penalty: 179445.484375
Iteration 242Q: 53 clusters Score -1.151763e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 21681 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101803 members 
Mstep: Class 5 contains 37941 members 
Mstep: Class 6 contains 13728 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183504 members 
Mstep: Class 9 contains 15388 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17771 members 
Mstep: Class 12 contains 7025 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75128 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13439 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37642 members 
Mstep: Class 20 contains 2035 members 
Mstep: Class 21 contains 139323 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13162 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8130 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4248 members 
Mstep: Class 28 contains 25449 members 
Mstep: Class 29 contains 5760 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20447 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144961 members 
Mstep: Class 35 contains 26358 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 29909 members 
Mstep: Class 38 contains 27267 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8733 members 
Mstep: Class 46 contains 16115 members 
Mstep: Class 47 contains 30040 members 
Mstep: Class 48 contains 12021 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176544.000000 Penalty: 179445.484375
Iteration 243Q: 53 clusters Score -1.151765e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 21706 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101789 members 
Mstep: Class 5 contains 37981 members 
Mstep: Class 6 contains 13729 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183499 members 
Mstep: Class 9 contains 15385 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17769 members 
Mstep: Class 12 contains 7026 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75127 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13440 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37639 members 
Mstep: Class 20 contains 2035 members 
Mstep: Class 21 contains 139351 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13163 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8130 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4251 members 
Mstep: Class 28 contains 25450 members 
Mstep: Class 29 contains 5761 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20449 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144949 members 
Mstep: Class 35 contains 26377 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 29823 members 
Mstep: Class 38 contains 27267 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8733 members 
Mstep: Class 46 contains 16114 members 
Mstep: Class 47 contains 30041 members 
Mstep: Class 48 contains 12024 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176552.000000 Penalty: 179445.484375
Iteration 244Q: 53 clusters Score -1.151766e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 21724 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101780 members 
Mstep: Class 5 contains 38017 members 
Mstep: Class 6 contains 13730 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183496 members 
Mstep: Class 9 contains 15382 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17771 members 
Mstep: Class 12 contains 7025 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75129 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13438 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37636 members 
Mstep: Class 20 contains 2035 members 
Mstep: Class 21 contains 139375 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 13166 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8130 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4250 members 
Mstep: Class 28 contains 25447 members 
Mstep: Class 29 contains 5761 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20449 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144945 members 
Mstep: Class 35 contains 26400 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 29747 members 
Mstep: Class 38 contains 27266 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8734 members 
Mstep: Class 46 contains 16111 members 
Mstep: Class 47 contains 30041 members 
Mstep: Class 48 contains 12023 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176592.000000 Penalty: 179445.484375
Iteration 245Q: 53 clusters Score -1.151766e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 21742 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101769 members 
Mstep: Class 5 contains 38047 members 
Mstep: Class 6 contains 13729 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183485 members 
Mstep: Class 9 contains 15382 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17773 members 
Mstep: Class 12 contains 7026 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75130 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13441 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37634 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139396 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13169 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8130 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4250 members 
Mstep: Class 28 contains 25447 members 
Mstep: Class 29 contains 5762 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20449 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144938 members 
Mstep: Class 35 contains 26418 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 29683 members 
Mstep: Class 38 contains 27268 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 8734 members 
Mstep: Class 46 contains 16107 members 
Mstep: Class 47 contains 30040 members 
Mstep: Class 48 contains 12024 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176592.000000 Penalty: 179445.484375
Iteration 246Q: 53 clusters Score -1.151766e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 21781 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101748 members 
Mstep: Class 5 contains 38081 members 
Mstep: Class 6 contains 13728 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183472 members 
Mstep: Class 9 contains 15385 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17774 members 
Mstep: Class 12 contains 7026 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75130 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13440 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37635 members 
Mstep: Class 20 contains 2033 members 
Mstep: Class 21 contains 139426 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13170 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8130 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4249 members 
Mstep: Class 28 contains 25449 members 
Mstep: Class 29 contains 5762 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20448 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144934 members 
Mstep: Class 35 contains 26439 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 29601 members 
Mstep: Class 38 contains 27265 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8734 members 
Mstep: Class 46 contains 16107 members 
Mstep: Class 47 contains 30038 members 
Mstep: Class 48 contains 12020 members 
Mstep: Class 49 contains 3508 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176528.000000 Penalty: 179445.484375
Iteration 247Q: 53 clusters Score -1.151765e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 21803 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101742 members 
Mstep: Class 5 contains 38099 members 
Mstep: Class 6 contains 13728 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183462 members 
Mstep: Class 9 contains 15384 members 
Mstep: Class 10 contains 7207 members 
Mstep: Class 11 contains 17775 members 
Mstep: Class 12 contains 7030 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75129 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13439 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37636 members 
Mstep: Class 20 contains 2033 members 
Mstep: Class 21 contains 139441 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13168 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8130 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4249 members 
Mstep: Class 28 contains 25449 members 
Mstep: Class 29 contains 5762 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20447 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144927 members 
Mstep: Class 35 contains 26453 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 29550 members 
Mstep: Class 38 contains 27265 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8735 members 
Mstep: Class 46 contains 16107 members 
Mstep: Class 47 contains 30038 members 
Mstep: Class 48 contains 12023 members 
Mstep: Class 49 contains 3508 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176448.000000 Penalty: 179445.484375
Iteration 248Q: 53 clusters Score -1.151764e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 21825 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101733 members 
Mstep: Class 5 contains 38122 members 
Mstep: Class 6 contains 13727 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183451 members 
Mstep: Class 9 contains 15385 members 
Mstep: Class 10 contains 7208 members 
Mstep: Class 11 contains 17779 members 
Mstep: Class 12 contains 7030 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75128 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13442 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37628 members 
Mstep: Class 20 contains 2033 members 
Mstep: Class 21 contains 139462 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13168 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8130 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4250 members 
Mstep: Class 28 contains 25449 members 
Mstep: Class 29 contains 5762 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20445 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144921 members 
Mstep: Class 35 contains 26474 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 29492 members 
Mstep: Class 38 contains 27265 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8735 members 
Mstep: Class 46 contains 16105 members 
Mstep: Class 47 contains 30035 members 
Mstep: Class 48 contains 12027 members 
Mstep: Class 49 contains 3508 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176456.000000 Penalty: 179445.484375
Iteration 249Q: 53 clusters Score -1.151765e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 21853 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101726 members 
Mstep: Class 5 contains 38146 members 
Mstep: Class 6 contains 13726 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183448 members 
Mstep: Class 9 contains 15383 members 
Mstep: Class 10 contains 7208 members 
Mstep: Class 11 contains 17783 members 
Mstep: Class 12 contains 7030 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75127 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13441 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37623 members 
Mstep: Class 20 contains 2033 members 
Mstep: Class 21 contains 139477 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13170 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8130 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4249 members 
Mstep: Class 28 contains 25450 members 
Mstep: Class 29 contains 5762 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20443 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144920 members 
Mstep: Class 35 contains 26491 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 29427 members 
Mstep: Class 38 contains 27266 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8735 members 
Mstep: Class 46 contains 16105 members 
Mstep: Class 47 contains 30033 members 
Mstep: Class 48 contains 12026 members 
Mstep: Class 49 contains 3508 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176408.000000 Penalty: 179445.484375
Iteration 250Q: 53 clusters Score -1.151764e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 21862 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101722 members 
Mstep: Class 5 contains 38172 members 
Mstep: Class 6 contains 13729 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183440 members 
Mstep: Class 9 contains 15384 members 
Mstep: Class 10 contains 7208 members 
Mstep: Class 11 contains 17789 members 
Mstep: Class 12 contains 7032 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75126 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13441 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37618 members 
Mstep: Class 20 contains 2033 members 
Mstep: Class 21 contains 139495 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13171 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8130 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4249 members 
Mstep: Class 28 contains 25447 members 
Mstep: Class 29 contains 5762 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20441 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144911 members 
Mstep: Class 35 contains 26514 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 29370 members 
Mstep: Class 38 contains 27266 members 
Mstep: Class 39 contains 3268 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8736 members 
Mstep: Class 46 contains 16104 members 
Mstep: Class 47 contains 30033 members 
Mstep: Class 48 contains 12025 members 
Mstep: Class 49 contains 3508 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176472.000000 Penalty: 179445.484375
Iteration 251Q: 53 clusters Score -1.151765e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 21878 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101718 members 
Mstep: Class 5 contains 38189 members 
Mstep: Class 6 contains 13729 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183430 members 
Mstep: Class 9 contains 15385 members 
Mstep: Class 10 contains 7208 members 
Mstep: Class 11 contains 17794 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75126 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13442 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37616 members 
Mstep: Class 20 contains 2033 members 
Mstep: Class 21 contains 139503 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13173 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8130 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4250 members 
Mstep: Class 28 contains 25445 members 
Mstep: Class 29 contains 5762 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20440 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144908 members 
Mstep: Class 35 contains 26529 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 29325 members 
Mstep: Class 38 contains 27266 members 
Mstep: Class 39 contains 3268 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8736 members 
Mstep: Class 46 contains 16104 members 
Mstep: Class 47 contains 30031 members 
Mstep: Class 48 contains 12025 members 
Mstep: Class 49 contains 3508 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176512.000000 Penalty: 179445.484375
Iteration 252Q: 53 clusters Score -1.151765e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 21884 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101714 members 
Mstep: Class 5 contains 38217 members 
Mstep: Class 6 contains 13730 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183424 members 
Mstep: Class 9 contains 15391 members 
Mstep: Class 10 contains 7208 members 
Mstep: Class 11 contains 17798 members 
Mstep: Class 12 contains 7036 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75126 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13445 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37618 members 
Mstep: Class 20 contains 2033 members 
Mstep: Class 21 contains 139505 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13174 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8130 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4250 members 
Mstep: Class 28 contains 25444 members 
Mstep: Class 29 contains 5763 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20440 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144902 members 
Mstep: Class 35 contains 26536 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 29284 members 
Mstep: Class 38 contains 27265 members 
Mstep: Class 39 contains 3268 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8736 members 
Mstep: Class 46 contains 16104 members 
Mstep: Class 47 contains 30028 members 
Mstep: Class 48 contains 12025 members 
Mstep: Class 49 contains 3508 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176512.000000 Penalty: 179445.484375
Iteration 253Q: 53 clusters Score -1.151765e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 21890 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101708 members 
Mstep: Class 5 contains 38247 members 
Mstep: Class 6 contains 13729 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183422 members 
Mstep: Class 9 contains 15393 members 
Mstep: Class 10 contains 7208 members 
Mstep: Class 11 contains 17798 members 
Mstep: Class 12 contains 7039 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75125 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13448 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37617 members 
Mstep: Class 20 contains 2033 members 
Mstep: Class 21 contains 139517 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13174 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4250 members 
Mstep: Class 28 contains 25444 members 
Mstep: Class 29 contains 5763 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20440 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144900 members 
Mstep: Class 35 contains 26547 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 29230 members 
Mstep: Class 38 contains 27264 members 
Mstep: Class 39 contains 3268 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8736 members 
Mstep: Class 46 contains 16104 members 
Mstep: Class 47 contains 30025 members 
Mstep: Class 48 contains 12028 members 
Mstep: Class 49 contains 3508 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176528.000000 Penalty: 179445.484375
Iteration 254Q: 53 clusters Score -1.151765e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 21901 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101702 members 
Mstep: Class 5 contains 38267 members 
Mstep: Class 6 contains 13727 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183428 members 
Mstep: Class 9 contains 15396 members 
Mstep: Class 10 contains 7209 members 
Mstep: Class 11 contains 17801 members 
Mstep: Class 12 contains 7038 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75125 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13442 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37613 members 
Mstep: Class 20 contains 2033 members 
Mstep: Class 21 contains 139520 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13174 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4251 members 
Mstep: Class 28 contains 25446 members 
Mstep: Class 29 contains 5764 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20440 members 
Mstep: Class 32 contains 3264 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144889 members 
Mstep: Class 35 contains 26563 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 29196 members 
Mstep: Class 38 contains 27264 members 
Mstep: Class 39 contains 3268 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16103 members 
Mstep: Class 47 contains 30025 members 
Mstep: Class 48 contains 12026 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176376.000000 Penalty: 179445.484375
Iteration 255Q: 53 clusters Score -1.151764e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 21914 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101692 members 
Mstep: Class 5 contains 38287 members 
Mstep: Class 6 contains 13727 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183427 members 
Mstep: Class 9 contains 15395 members 
Mstep: Class 10 contains 7209 members 
Mstep: Class 11 contains 17802 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75125 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13439 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37615 members 
Mstep: Class 20 contains 2033 members 
Mstep: Class 21 contains 139522 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13174 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4252 members 
Mstep: Class 28 contains 25446 members 
Mstep: Class 29 contains 5766 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20440 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144889 members 
Mstep: Class 35 contains 26569 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 29165 members 
Mstep: Class 38 contains 27264 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16103 members 
Mstep: Class 47 contains 30026 members 
Mstep: Class 48 contains 12027 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176560.000000 Penalty: 179445.484375
Iteration 256Q: 53 clusters Score -1.151766e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 21923 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101675 members 
Mstep: Class 5 contains 38310 members 
Mstep: Class 6 contains 13727 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183425 members 
Mstep: Class 9 contains 15395 members 
Mstep: Class 10 contains 7209 members 
Mstep: Class 11 contains 17803 members 
Mstep: Class 12 contains 7036 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75125 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13441 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37608 members 
Mstep: Class 20 contains 2033 members 
Mstep: Class 21 contains 139533 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13174 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4252 members 
Mstep: Class 28 contains 25447 members 
Mstep: Class 29 contains 5768 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20440 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144884 members 
Mstep: Class 35 contains 26575 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 29144 members 
Mstep: Class 38 contains 27263 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16103 members 
Mstep: Class 47 contains 30025 members 
Mstep: Class 48 contains 12025 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176544.000000 Penalty: 179445.484375
Iteration 257Q: 53 clusters Score -1.151765e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 21943 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101663 members 
Mstep: Class 5 contains 38331 members 
Mstep: Class 6 contains 13727 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183421 members 
Mstep: Class 9 contains 15397 members 
Mstep: Class 10 contains 7209 members 
Mstep: Class 11 contains 17804 members 
Mstep: Class 12 contains 7039 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75125 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13440 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37607 members 
Mstep: Class 20 contains 2033 members 
Mstep: Class 21 contains 139546 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13174 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4252 members 
Mstep: Class 28 contains 25447 members 
Mstep: Class 29 contains 5770 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20439 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144871 members 
Mstep: Class 35 contains 26583 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 29114 members 
Mstep: Class 38 contains 27261 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16103 members 
Mstep: Class 47 contains 30022 members 
Mstep: Class 48 contains 12022 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176600.000000 Penalty: 179445.484375
Iteration 258Q: 53 clusters Score -1.151766e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 21964 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101658 members 
Mstep: Class 5 contains 38338 members 
Mstep: Class 6 contains 13727 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183416 members 
Mstep: Class 9 contains 15400 members 
Mstep: Class 10 contains 7210 members 
Mstep: Class 11 contains 17806 members 
Mstep: Class 12 contains 7039 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75128 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13440 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37608 members 
Mstep: Class 20 contains 2032 members 
Mstep: Class 21 contains 139534 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13174 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4252 members 
Mstep: Class 28 contains 25448 members 
Mstep: Class 29 contains 5770 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20439 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144872 members 
Mstep: Class 35 contains 26587 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 29099 members 
Mstep: Class 38 contains 27261 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16102 members 
Mstep: Class 47 contains 30022 members 
Mstep: Class 48 contains 12017 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176456.000000 Penalty: 179445.484375
Iteration 259Q: 53 clusters Score -1.151765e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 21977 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101658 members 
Mstep: Class 5 contains 38352 members 
Mstep: Class 6 contains 13727 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183408 members 
Mstep: Class 9 contains 15401 members 
Mstep: Class 10 contains 7210 members 
Mstep: Class 11 contains 17807 members 
Mstep: Class 12 contains 7037 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75128 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13439 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37611 members 
Mstep: Class 20 contains 2033 members 
Mstep: Class 21 contains 139528 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13174 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3976 members 
Mstep: Class 27 contains 4252 members 
Mstep: Class 28 contains 25447 members 
Mstep: Class 29 contains 5770 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20439 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144876 members 
Mstep: Class 35 contains 26590 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 29081 members 
Mstep: Class 38 contains 27258 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16102 members 
Mstep: Class 47 contains 30021 members 
Mstep: Class 48 contains 12018 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176568.000000 Penalty: 179445.484375
Iteration 260F: 53 clusters Score -1.151766e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 21990 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101660 members 
Mstep: Class 5 contains 38358 members 
Mstep: Class 6 contains 13727 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183405 members 
Mstep: Class 9 contains 15403 members 
Mstep: Class 10 contains 7210 members 
Mstep: Class 11 contains 17809 members 
Mstep: Class 12 contains 7037 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75129 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13436 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37612 members 
Mstep: Class 20 contains 2032 members 
Mstep: Class 21 contains 139535 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13174 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4252 members 
Mstep: Class 28 contains 25447 members 
Mstep: Class 29 contains 5770 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20439 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144871 members 
Mstep: Class 35 contains 26600 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 29055 members 
Mstep: Class 38 contains 27257 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16101 members 
Mstep: Class 47 contains 30020 members 
Mstep: Class 48 contains 12014 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176424.000000 Penalty: 179445.484375
Iteration 261Q: 53 clusters Score -1.151764e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 21998 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101659 members 
Mstep: Class 5 contains 38367 members 
Mstep: Class 6 contains 13726 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183401 members 
Mstep: Class 9 contains 15405 members 
Mstep: Class 10 contains 7210 members 
Mstep: Class 11 contains 17810 members 
Mstep: Class 12 contains 7036 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75128 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13437 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37613 members 
Mstep: Class 20 contains 2032 members 
Mstep: Class 21 contains 139539 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13174 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4252 members 
Mstep: Class 28 contains 25445 members 
Mstep: Class 29 contains 5770 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20439 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144865 members 
Mstep: Class 35 contains 26613 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 29033 members 
Mstep: Class 38 contains 27256 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16101 members 
Mstep: Class 47 contains 30017 members 
Mstep: Class 48 contains 12017 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176456.000000 Penalty: 179445.484375
Iteration 262Q: 53 clusters Score -1.151765e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 21997 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101663 members 
Mstep: Class 5 contains 38372 members 
Mstep: Class 6 contains 13726 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183402 members 
Mstep: Class 9 contains 15406 members 
Mstep: Class 10 contains 7210 members 
Mstep: Class 11 contains 17811 members 
Mstep: Class 12 contains 7036 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75128 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13437 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37610 members 
Mstep: Class 20 contains 2032 members 
Mstep: Class 21 contains 139546 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13174 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4252 members 
Mstep: Class 28 contains 25444 members 
Mstep: Class 29 contains 5770 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20445 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144855 members 
Mstep: Class 35 contains 26627 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 29011 members 
Mstep: Class 38 contains 27254 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16101 members 
Mstep: Class 47 contains 30016 members 
Mstep: Class 48 contains 12018 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176368.000000 Penalty: 179445.484375
Iteration 263Q: 53 clusters Score -1.151764e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22009 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101662 members 
Mstep: Class 5 contains 38383 members 
Mstep: Class 6 contains 13725 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183396 members 
Mstep: Class 9 contains 15406 members 
Mstep: Class 10 contains 7210 members 
Mstep: Class 11 contains 17809 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75129 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13439 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37609 members 
Mstep: Class 20 contains 2032 members 
Mstep: Class 21 contains 139542 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13174 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4252 members 
Mstep: Class 28 contains 25441 members 
Mstep: Class 29 contains 5770 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20445 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144858 members 
Mstep: Class 35 contains 26642 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28983 members 
Mstep: Class 38 contains 27253 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16102 members 
Mstep: Class 47 contains 30016 members 
Mstep: Class 48 contains 12021 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176368.000000 Penalty: 179445.484375
Iteration 264Q: 53 clusters Score -1.151764e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22026 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101663 members 
Mstep: Class 5 contains 38395 members 
Mstep: Class 6 contains 13725 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183392 members 
Mstep: Class 9 contains 15408 members 
Mstep: Class 10 contains 7210 members 
Mstep: Class 11 contains 17810 members 
Mstep: Class 12 contains 7031 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75129 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13439 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37610 members 
Mstep: Class 20 contains 2032 members 
Mstep: Class 21 contains 139551 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13174 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4252 members 
Mstep: Class 28 contains 25439 members 
Mstep: Class 29 contains 5770 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20445 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144854 members 
Mstep: Class 35 contains 26649 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28944 members 
Mstep: Class 38 contains 27253 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16101 members 
Mstep: Class 47 contains 30016 members 
Mstep: Class 48 contains 12025 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176432.000000 Penalty: 179445.484375
Iteration 265Q: 53 clusters Score -1.151764e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22057 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101659 members 
Mstep: Class 5 contains 38400 members 
Mstep: Class 6 contains 13725 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183386 members 
Mstep: Class 9 contains 15408 members 
Mstep: Class 10 contains 7210 members 
Mstep: Class 11 contains 17809 members 
Mstep: Class 12 contains 7032 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75129 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13440 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37610 members 
Mstep: Class 20 contains 2032 members 
Mstep: Class 21 contains 139560 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13174 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4252 members 
Mstep: Class 28 contains 25436 members 
Mstep: Class 29 contains 5771 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20446 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144850 members 
Mstep: Class 35 contains 26652 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28910 members 
Mstep: Class 38 contains 27253 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16101 members 
Mstep: Class 47 contains 30016 members 
Mstep: Class 48 contains 12025 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176328.000000 Penalty: 179445.484375
Iteration 266Q: 53 clusters Score -1.151763e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22079 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101653 members 
Mstep: Class 5 contains 38409 members 
Mstep: Class 6 contains 13725 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183377 members 
Mstep: Class 9 contains 15408 members 
Mstep: Class 10 contains 7210 members 
Mstep: Class 11 contains 17808 members 
Mstep: Class 12 contains 7032 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75130 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13439 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37610 members 
Mstep: Class 20 contains 2032 members 
Mstep: Class 21 contains 139576 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13176 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4252 members 
Mstep: Class 28 contains 25436 members 
Mstep: Class 29 contains 5771 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20445 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144852 members 
Mstep: Class 35 contains 26653 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28871 members 
Mstep: Class 38 contains 27253 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16100 members 
Mstep: Class 47 contains 30016 members 
Mstep: Class 48 contains 12030 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176208.000000 Penalty: 179445.484375
Iteration 267Q: 53 clusters Score -1.151762e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22100 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101646 members 
Mstep: Class 5 contains 38426 members 
Mstep: Class 6 contains 13724 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183377 members 
Mstep: Class 9 contains 15411 members 
Mstep: Class 10 contains 7209 members 
Mstep: Class 11 contains 17807 members 
Mstep: Class 12 contains 7031 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75133 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13439 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37608 members 
Mstep: Class 20 contains 2032 members 
Mstep: Class 21 contains 139584 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13176 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4251 members 
Mstep: Class 28 contains 25438 members 
Mstep: Class 29 contains 5771 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20444 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144834 members 
Mstep: Class 35 contains 26662 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28839 members 
Mstep: Class 38 contains 27252 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16099 members 
Mstep: Class 47 contains 30015 members 
Mstep: Class 48 contains 12035 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176088.000000 Penalty: 179445.484375
Iteration 268Q: 53 clusters Score -1.151761e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22114 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101639 members 
Mstep: Class 5 contains 38451 members 
Mstep: Class 6 contains 13724 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183376 members 
Mstep: Class 9 contains 15411 members 
Mstep: Class 10 contains 7208 members 
Mstep: Class 11 contains 17805 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75134 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13439 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37610 members 
Mstep: Class 20 contains 2032 members 
Mstep: Class 21 contains 139597 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13176 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4252 members 
Mstep: Class 28 contains 25434 members 
Mstep: Class 29 contains 5771 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20443 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144818 members 
Mstep: Class 35 contains 26668 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28808 members 
Mstep: Class 38 contains 27253 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16099 members 
Mstep: Class 47 contains 30009 members 
Mstep: Class 48 contains 12037 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176216.000000 Penalty: 179445.484375
Iteration 269Q: 53 clusters Score -1.151762e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22126 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101632 members 
Mstep: Class 5 contains 38463 members 
Mstep: Class 6 contains 13724 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183361 members 
Mstep: Class 9 contains 15411 members 
Mstep: Class 10 contains 7208 members 
Mstep: Class 11 contains 17805 members 
Mstep: Class 12 contains 7036 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75134 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13440 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37612 members 
Mstep: Class 20 contains 2032 members 
Mstep: Class 21 contains 139628 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13177 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4253 members 
Mstep: Class 28 contains 25433 members 
Mstep: Class 29 contains 5771 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144811 members 
Mstep: Class 35 contains 26675 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28777 members 
Mstep: Class 38 contains 27254 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16098 members 
Mstep: Class 47 contains 30005 members 
Mstep: Class 48 contains 12035 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176232.000000 Penalty: 179445.484375
Iteration 270Q: 53 clusters Score -1.151762e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22128 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101629 members 
Mstep: Class 5 contains 38480 members 
Mstep: Class 6 contains 13724 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183364 members 
Mstep: Class 9 contains 15409 members 
Mstep: Class 10 contains 7207 members 
Mstep: Class 11 contains 17805 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75135 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13441 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37612 members 
Mstep: Class 20 contains 2032 members 
Mstep: Class 21 contains 139640 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13178 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4256 members 
Mstep: Class 28 contains 25434 members 
Mstep: Class 29 contains 5771 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20443 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144792 members 
Mstep: Class 35 contains 26690 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28749 members 
Mstep: Class 38 contains 27254 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16099 members 
Mstep: Class 47 contains 30004 members 
Mstep: Class 48 contains 12033 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176272.000000 Penalty: 179445.484375
Iteration 271Q: 53 clusters Score -1.151763e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22134 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101622 members 
Mstep: Class 5 contains 38494 members 
Mstep: Class 6 contains 13724 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183360 members 
Mstep: Class 9 contains 15407 members 
Mstep: Class 10 contains 7208 members 
Mstep: Class 11 contains 17802 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75137 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13435 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37614 members 
Mstep: Class 20 contains 2032 members 
Mstep: Class 21 contains 139669 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13178 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25433 members 
Mstep: Class 29 contains 5771 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20445 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144790 members 
Mstep: Class 35 contains 26692 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28722 members 
Mstep: Class 38 contains 27254 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16098 members 
Mstep: Class 47 contains 30002 members 
Mstep: Class 48 contains 12029 members 
Mstep: Class 49 contains 3506 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176264.000000 Penalty: 179445.484375
Iteration 272Q: 53 clusters Score -1.151763e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22140 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101616 members 
Mstep: Class 5 contains 38500 members 
Mstep: Class 6 contains 13725 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183352 members 
Mstep: Class 9 contains 15408 members 
Mstep: Class 10 contains 7208 members 
Mstep: Class 11 contains 17800 members 
Mstep: Class 12 contains 7033 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75134 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13431 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37616 members 
Mstep: Class 20 contains 2032 members 
Mstep: Class 21 contains 139709 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13178 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25433 members 
Mstep: Class 29 contains 5771 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20443 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144770 members 
Mstep: Class 35 contains 26697 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28710 members 
Mstep: Class 38 contains 27254 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16098 members 
Mstep: Class 47 contains 30002 members 
Mstep: Class 48 contains 12027 members 
Mstep: Class 49 contains 3506 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176288.000000 Penalty: 179445.484375
Iteration 273Q: 53 clusters Score -1.151763e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22138 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101609 members 
Mstep: Class 5 contains 38507 members 
Mstep: Class 6 contains 13725 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183342 members 
Mstep: Class 9 contains 15409 members 
Mstep: Class 10 contains 7208 members 
Mstep: Class 11 contains 17800 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75135 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13430 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37616 members 
Mstep: Class 20 contains 2032 members 
Mstep: Class 21 contains 139730 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13178 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25434 members 
Mstep: Class 29 contains 5771 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20439 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144769 members 
Mstep: Class 35 contains 26701 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28693 members 
Mstep: Class 38 contains 27254 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16098 members 
Mstep: Class 47 contains 30002 members 
Mstep: Class 48 contains 12033 members 
Mstep: Class 49 contains 3506 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176208.000000 Penalty: 179445.484375
Iteration 274Q: 53 clusters Score -1.151762e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22135 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101602 members 
Mstep: Class 5 contains 38513 members 
Mstep: Class 6 contains 13725 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183343 members 
Mstep: Class 9 contains 15409 members 
Mstep: Class 10 contains 7208 members 
Mstep: Class 11 contains 17800 members 
Mstep: Class 12 contains 7033 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75136 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13426 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37616 members 
Mstep: Class 20 contains 2032 members 
Mstep: Class 21 contains 139754 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13180 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25436 members 
Mstep: Class 29 contains 5771 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20438 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144756 members 
Mstep: Class 35 contains 26702 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28686 members 
Mstep: Class 38 contains 27254 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16098 members 
Mstep: Class 47 contains 30002 members 
Mstep: Class 48 contains 12032 members 
Mstep: Class 49 contains 3506 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176320.000000 Penalty: 179445.484375
Iteration 275Q: 53 clusters Score -1.151763e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22130 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101599 members 
Mstep: Class 5 contains 38516 members 
Mstep: Class 6 contains 13725 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183344 members 
Mstep: Class 9 contains 15409 members 
Mstep: Class 10 contains 7207 members 
Mstep: Class 11 contains 17800 members 
Mstep: Class 12 contains 7032 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75135 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13426 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37617 members 
Mstep: Class 20 contains 2032 members 
Mstep: Class 21 contains 139759 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13182 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25436 members 
Mstep: Class 29 contains 5771 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20439 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144758 members 
Mstep: Class 35 contains 26705 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28679 members 
Mstep: Class 38 contains 27254 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16098 members 
Mstep: Class 47 contains 30001 members 
Mstep: Class 48 contains 12033 members 
Mstep: Class 49 contains 3506 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176432.000000 Penalty: 179445.484375
Iteration 276Q: 53 clusters Score -1.151764e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22126 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101591 members 
Mstep: Class 5 contains 38522 members 
Mstep: Class 6 contains 13725 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183343 members 
Mstep: Class 9 contains 15413 members 
Mstep: Class 10 contains 7207 members 
Mstep: Class 11 contains 17799 members 
Mstep: Class 12 contains 7033 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75135 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13425 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37614 members 
Mstep: Class 20 contains 2032 members 
Mstep: Class 21 contains 139778 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13182 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25433 members 
Mstep: Class 29 contains 5771 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20439 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144747 members 
Mstep: Class 35 contains 26713 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28675 members 
Mstep: Class 38 contains 27253 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16098 members 
Mstep: Class 47 contains 30001 members 
Mstep: Class 48 contains 12032 members 
Mstep: Class 49 contains 3506 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176456.000000 Penalty: 179445.484375
Iteration 277Q: 53 clusters Score -1.151765e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22125 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101586 members 
Mstep: Class 5 contains 38532 members 
Mstep: Class 6 contains 13725 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183329 members 
Mstep: Class 9 contains 15412 members 
Mstep: Class 10 contains 7207 members 
Mstep: Class 11 contains 17797 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75134 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13425 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37616 members 
Mstep: Class 20 contains 2032 members 
Mstep: Class 21 contains 139798 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13182 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25431 members 
Mstep: Class 29 contains 5771 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20439 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144746 members 
Mstep: Class 35 contains 26714 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28668 members 
Mstep: Class 38 contains 27253 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16098 members 
Mstep: Class 47 contains 30001 members 
Mstep: Class 48 contains 12031 members 
Mstep: Class 49 contains 3506 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176512.000000 Penalty: 179445.484375
Iteration 278Q: 53 clusters Score -1.151765e+08 nChanged 64
Entering ConstructFrom: 
Score: -115176512.000000 Penalty: 179445.484375
Entering ConstructFrom: 
Trying to split cluster 1 (2761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Entering Unmasked Estep 
Score: -283962.468750 Penalty: 1964.990356
	Iteration 0F: 2 clusters Score -283962.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -280886.437500 Penalty: 3929.980713
	Iteration 0F: 3 clusters Score -280886.4 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -281493.343750 Penalty: 3929.980713
	Iteration 1F: 3 clusters Score -281493.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -281662.781250 Penalty: 3929.980713
	Iteration 2F: 3 clusters Score -281662.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -281794.875000 Penalty: 3929.980713
	Iteration 3F: 3 clusters Score -281794.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -281923.437500 Penalty: 3929.980713
	Iteration 4Q: 3 clusters Score -281923.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -282079.406250 Penalty: 3929.980713
	Iteration 5Q: 3 clusters Score -282079.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -282242.218750 Penalty: 3929.980713
	Iteration 6F: 3 clusters Score -282242.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -282395.781250 Penalty: 3929.980713
	Iteration 7Q: 3 clusters Score -282395.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -282531.062500 Penalty: 3929.980713
	Iteration 8Q: 3 clusters Score -282531.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -282622.906250 Penalty: 3929.980713
	Iteration 9Q: 3 clusters Score -282622.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -282723.031250 Penalty: 3929.980713
	Iteration 10Q: 3 clusters Score -282723 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -282808.187500 Penalty: 3929.980713
	Iteration 11Q: 3 clusters Score -282808.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -282863.750000 Penalty: 3929.980713
	Iteration 12Q: 3 clusters Score -282863.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -282903.343750 Penalty: 3929.980713
	Iteration 13Q: 3 clusters Score -282903.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -282938.406250 Penalty: 3929.980713
	Iteration 14Q: 3 clusters Score -282938.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -282959.062500 Penalty: 3929.980713
	Iteration 15Q: 3 clusters Score -282959.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -282972.937500 Penalty: 3929.980713
	Iteration 16Q: 3 clusters Score -282972.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -282981.812500 Penalty: 3929.980713
	Iteration 17Q: 3 clusters Score -282981.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -282988.625000 Penalty: 3929.980713
	Iteration 18Q: 3 clusters Score -282988.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -282991.875000 Penalty: 3929.980713
	Iteration 19Q: 3 clusters Score -282991.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -282996.906250 Penalty: 3929.980713
	Iteration 20F: 3 clusters Score -282996.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -283001.031250 Penalty: 3929.980713
	Iteration 21Q: 3 clusters Score -283001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -283003.750000 Penalty: 3929.980713
	Iteration 22Q: 3 clusters Score -283003.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -283005.656250 Penalty: 3929.980713
	Iteration 23Q: 3 clusters Score -283005.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -283007.875000 Penalty: 3929.980713
	Iteration 24Q: 3 clusters Score -283007.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -283012.250000 Penalty: 3929.980713
	Iteration 25Q: 3 clusters Score -283012.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -283015.656250 Penalty: 3929.980713
	Iteration 26Q: 3 clusters Score -283015.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -283017.093750 Penalty: 3929.980713
	Iteration 27Q: 3 clusters Score -283017.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -283018.093750 Penalty: 3929.980713
	Iteration 28Q: 3 clusters Score -283018.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -283018.468750 Penalty: 3929.980713
	Iteration 29Q: 3 clusters Score -283018.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -283018.906250 Penalty: 3929.980713
	Iteration 30Q: 3 clusters Score -283018.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -283020.031250 Penalty: 3929.980713
	Iteration 31Q: 3 clusters Score -283020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -283021.468750 Penalty: 3929.980713
	Iteration 32Q: 3 clusters Score -283021.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -283022.937500 Penalty: 3929.980713
	Iteration 33Q: 3 clusters Score -283022.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -283023.812500 Penalty: 3929.980713
	Iteration 34Q: 3 clusters Score -283023.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -283025.281250 Penalty: 3929.980713
	Iteration 35Q: 3 clusters Score -283025.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -283025.281250 Penalty: 3929.980713
	Iteration 36F: 3 clusters Score -283025.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Entering Unmasked Estep 
Score: -2295090.000000 Penalty: 2481.129395
	Iteration 0F: 2 clusters Score -2295090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -2279683.750000 Penalty: 4962.258789
	Iteration 0F: 3 clusters Score -2279684 nChanged 9757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -2284889.000000 Penalty: 4962.258789
	Iteration 1F: 3 clusters Score -2284889 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -2285303.750000 Penalty: 4962.258789
	Iteration 2F: 3 clusters Score -2285304 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -2285668.000000 Penalty: 4962.258789
	Iteration 3Q: 3 clusters Score -2285668 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -2286001.750000 Penalty: 4962.258789
	Iteration 4Q: 3 clusters Score -2286002 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -2286346.250000 Penalty: 4962.258789
	Iteration 5Q: 3 clusters Score -2286346 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2286734.750000 Penalty: 4962.258789
	Iteration 6Q: 3 clusters Score -2286735 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -2287166.000000 Penalty: 4962.258789
	Iteration 7Q: 3 clusters Score -2287166 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -2287674.750000 Penalty: 4962.258789
	Iteration 8Q: 3 clusters Score -2287675 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -2288333.000000 Penalty: 4962.258789
	Iteration 9Q: 3 clusters Score -2288333 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -2289058.000000 Penalty: 4962.258789
	Iteration 10Q: 3 clusters Score -2289058 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -2289846.000000 Penalty: 4962.258789
	Iteration 11Q: 3 clusters Score -2289846 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -2290535.500000 Penalty: 4962.258789
	Iteration 12Q: 3 clusters Score -2290536 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -2291021.750000 Penalty: 4962.258789
	Iteration 13Q: 3 clusters Score -2291022 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -2291339.750000 Penalty: 4962.258789
	Iteration 14Q: 3 clusters Score -2291340 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -2291543.000000 Penalty: 4962.258789
	Iteration 15Q: 3 clusters Score -2291543 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -2291683.750000 Penalty: 4962.258789
	Iteration 16Q: 3 clusters Score -2291684 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -2291787.250000 Penalty: 4962.258789
	Iteration 17Q: 3 clusters Score -2291787 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -2291866.250000 Penalty: 4962.258789
	Iteration 18Q: 3 clusters Score -2291866 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -2291927.750000 Penalty: 4962.258789
	Iteration 19Q: 3 clusters Score -2291928 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -2291976.000000 Penalty: 4962.258789
	Iteration 20F: 3 clusters Score -2291976 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -2292038.500000 Penalty: 4962.258789
	Iteration 21Q: 3 clusters Score -2292038 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -2292100.750000 Penalty: 4962.258789
	Iteration 22Q: 3 clusters Score -2292101 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -2292207.000000 Penalty: 4962.258789
	Iteration 23Q: 3 clusters Score -2292207 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2292336.750000 Penalty: 4962.258789
	Iteration 24Q: 3 clusters Score -2292337 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -2292518.250000 Penalty: 4962.258789
	Iteration 25Q: 3 clusters Score -2292518 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -2292674.000000 Penalty: 4962.258789
	Iteration 26Q: 3 clusters Score -2292674 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -2292790.000000 Penalty: 4962.258789
	Iteration 27Q: 3 clusters Score -2292790 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -2292875.000000 Penalty: 4962.258789
	Iteration 28Q: 3 clusters Score -2292875 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -2292941.500000 Penalty: 4962.258789
	Iteration 29Q: 3 clusters Score -2292942 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -2292987.500000 Penalty: 4962.258789
	Iteration 30Q: 3 clusters Score -2292988 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -2293037.000000 Penalty: 4962.258789
	Iteration 31Q: 3 clusters Score -2293037 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -2293062.500000 Penalty: 4962.258789
	Iteration 32Q: 3 clusters Score -2293062 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -2293083.750000 Penalty: 4962.258789
	Iteration 33Q: 3 clusters Score -2293084 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -2293113.250000 Penalty: 4962.258789
	Iteration 34Q: 3 clusters Score -2293113 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -2293139.750000 Penalty: 4962.258789
	Iteration 35Q: 3 clusters Score -2293140 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -2293161.500000 Penalty: 4962.258789
	Iteration 36Q: 3 clusters Score -2293162 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -2293190.000000 Penalty: 4962.258789
	Iteration 37Q: 3 clusters Score -2293190 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -2293210.500000 Penalty: 4962.258789
	Iteration 38Q: 3 clusters Score -2293210 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -2293227.750000 Penalty: 4962.258789
	Iteration 39Q: 3 clusters Score -2293228 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -2293257.750000 Penalty: 4962.258789
	Iteration 40F: 3 clusters Score -2293258 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -2293275.750000 Penalty: 4962.258789
	Iteration 41Q: 3 clusters Score -2293276 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -2293290.000000 Penalty: 4962.258789
	Iteration 42Q: 3 clusters Score -2293290 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -2293304.500000 Penalty: 4962.258789
	Iteration 43Q: 3 clusters Score -2293304 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -2293317.500000 Penalty: 4962.258789
	Iteration 44Q: 3 clusters Score -2293318 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -2293333.500000 Penalty: 4962.258789
	Iteration 45Q: 3 clusters Score -2293334 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -2293347.750000 Penalty: 4962.258789
	Iteration 46Q: 3 clusters Score -2293348 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -2293356.750000 Penalty: 4962.258789
	Iteration 47Q: 3 clusters Score -2293357 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -2293374.250000 Penalty: 4962.258789
	Iteration 48Q: 3 clusters Score -2293374 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -2293394.250000 Penalty: 4962.258789
	Iteration 49Q: 3 clusters Score -2293394 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -2293416.750000 Penalty: 4962.258789
	Iteration 50Q: 3 clusters Score -2293417 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -2293448.750000 Penalty: 4962.258789
	Iteration 51Q: 3 clusters Score -2293449 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -2293467.500000 Penalty: 4962.258789
	Iteration 52Q: 3 clusters Score -2293468 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -2293490.000000 Penalty: 4962.258789
	Iteration 53Q: 3 clusters Score -2293490 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -2293519.000000 Penalty: 4962.258789
	Iteration 54Q: 3 clusters Score -2293519 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -2293543.250000 Penalty: 4962.258789
	Iteration 55Q: 3 clusters Score -2293543 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -2293572.000000 Penalty: 4962.258789
	Iteration 56Q: 3 clusters Score -2293572 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -2293595.750000 Penalty: 4962.258789
	Iteration 57Q: 3 clusters Score -2293596 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -2293637.500000 Penalty: 4962.258789
	Iteration 58Q: 3 clusters Score -2293638 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -2293660.250000 Penalty: 4962.258789
	Iteration 59Q: 3 clusters Score -2293660 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -2293684.750000 Penalty: 4962.258789
	Iteration 60F: 3 clusters Score -2293685 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -2293710.500000 Penalty: 4962.258789
	Iteration 61Q: 3 clusters Score -2293710 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -2293734.500000 Penalty: 4962.258789
	Iteration 62Q: 3 clusters Score -2293734 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -2293746.500000 Penalty: 4962.258789
	Iteration 63Q: 3 clusters Score -2293746 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -2293756.250000 Penalty: 4962.258789
	Iteration 64Q: 3 clusters Score -2293756 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -2293759.250000 Penalty: 4962.258789
	Iteration 65Q: 3 clusters Score -2293759 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -2293759.750000 Penalty: 4962.258789
	Iteration 66Q: 3 clusters Score -2293760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -2293764.000000 Penalty: 4962.258789
	Iteration 67Q: 3 clusters Score -2293764 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -2293772.500000 Penalty: 4962.258789
	Iteration 68Q: 3 clusters Score -2293772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -2293777.750000 Penalty: 4962.258789
	Iteration 69Q: 3 clusters Score -2293778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -2293787.750000 Penalty: 4962.258789
	Iteration 70Q: 3 clusters Score -2293788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -2293784.750000 Penalty: 4962.258789
	Iteration 71Q: 3 clusters Score -2293785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -2293785.750000 Penalty: 4962.258789
	Iteration 72Q: 3 clusters Score -2293786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -2293795.500000 Penalty: 4962.258789
	Iteration 73Q: 3 clusters Score -2293796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -2293799.750000 Penalty: 4962.258789
	Iteration 74Q: 3 clusters Score -2293800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -2293802.250000 Penalty: 4962.258789
	Iteration 75Q: 3 clusters Score -2293802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -2293799.750000 Penalty: 4962.258789
	Iteration 76Q: 3 clusters Score -2293800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -2293799.250000 Penalty: 4962.258789
	Iteration 77Q: 3 clusters Score -2293799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -2293800.750000 Penalty: 4962.258789
	Iteration 78Q: 3 clusters Score -2293801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -2293803.250000 Penalty: 4962.258789
	Iteration 79Q: 3 clusters Score -2293803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -2293802.000000 Penalty: 4962.258789
	Iteration 80F: 3 clusters Score -2293802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -2293804.500000 Penalty: 4962.258789
	Iteration 81Q: 3 clusters Score -2293804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -2293805.500000 Penalty: 4962.258789
	Iteration 82Q: 3 clusters Score -2293806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -2293808.750000 Penalty: 4962.258789
	Iteration 83Q: 3 clusters Score -2293809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -2293810.500000 Penalty: 4962.258789
	Iteration 84Q: 3 clusters Score -2293810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -2293812.000000 Penalty: 4962.258789
	Iteration 85Q: 3 clusters Score -2293812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -2293811.000000 Penalty: 4962.258789
	Iteration 86Q: 3 clusters Score -2293811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -2293811.000000 Penalty: 4962.258789
	Iteration 87F: 3 clusters Score -2293811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Entering Unmasked Estep 
Score: -217008.421875 Penalty: 1892.113525
	Iteration 0F: 2 clusters Score -217008.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -214363.968750 Penalty: 3784.227051
	Iteration 0F: 3 clusters Score -214364 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -214807.796875 Penalty: 3784.227051
	Iteration 1F: 3 clusters Score -214807.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -214924.015625 Penalty: 3784.227051
	Iteration 2F: 3 clusters Score -214924 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -214983.031250 Penalty: 3784.227051
	Iteration 3Q: 3 clusters Score -214983 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -215021.625000 Penalty: 3784.227051
	Iteration 4Q: 3 clusters Score -215021.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -215055.578125 Penalty: 3784.227051
	Iteration 5Q: 3 clusters Score -215055.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -215083.390625 Penalty: 3784.227051
	Iteration 6Q: 3 clusters Score -215083.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -215103.796875 Penalty: 3784.227051
	Iteration 7Q: 3 clusters Score -215103.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -215125.593750 Penalty: 3784.227051
	Iteration 8Q: 3 clusters Score -215125.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -215154.687500 Penalty: 3784.227051
	Iteration 9Q: 3 clusters Score -215154.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -215168.375000 Penalty: 3784.227051
	Iteration 10Q: 3 clusters Score -215168.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -215175.828125 Penalty: 3784.227051
	Iteration 11Q: 3 clusters Score -215175.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -215191.453125 Penalty: 3784.227051
	Iteration 12Q: 3 clusters Score -215191.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -215196.453125 Penalty: 3784.227051
	Iteration 13Q: 3 clusters Score -215196.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -215199.421875 Penalty: 3784.227051
	Iteration 14Q: 3 clusters Score -215199.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -215201.687500 Penalty: 3784.227051
	Iteration 15Q: 3 clusters Score -215201.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -215203.828125 Penalty: 3784.227051
	Iteration 16Q: 3 clusters Score -215203.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -215207.281250 Penalty: 3784.227051
	Iteration 17Q: 3 clusters Score -215207.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -215208.390625 Penalty: 3784.227051
	Iteration 18Q: 3 clusters Score -215208.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -215211.328125 Penalty: 3784.227051
	Iteration 19Q: 3 clusters Score -215211.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -215212.250000 Penalty: 3784.227051
	Iteration 20F: 3 clusters Score -215212.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -215212.437500 Penalty: 3784.227051
	Iteration 21Q: 3 clusters Score -215212.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -215212.437500 Penalty: 3784.227051
	Iteration 22F: 3 clusters Score -215212.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (101583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101583 members 
Entering Unmasked Estep 
Score: -11207260.000000 Penalty: 2859.100586
	Iteration 0F: 2 clusters Score -1.120726e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50479 members 
Mstep: Class 2 contains 51104 members 
Entering Unmasked Estep 
Score: -11139310.000000 Penalty: 5718.201172
	Iteration 0F: 3 clusters Score -1.113931e+07 nChanged 48109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46426 members 
Mstep: Class 2 contains 55157 members 
Entering Unmasked Estep 
Score: -11167031.000000 Penalty: 5718.201172
	Iteration 1F: 3 clusters Score -1.116703e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43560 members 
Mstep: Class 2 contains 58023 members 
Entering Unmasked Estep 
Score: -11168290.000000 Penalty: 5718.201172
	Iteration 2Q: 3 clusters Score -1.116829e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39282 members 
Mstep: Class 2 contains 62301 members 
Entering Unmasked Estep 
Score: -11170537.000000 Penalty: 5718.201172
	Iteration 3Q: 3 clusters Score -1.117054e+07 nChanged 6499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 68418 members 
Entering Unmasked Estep 
Score: -11174334.000000 Penalty: 5718.201172
	Iteration 4F: 3 clusters Score -1.117433e+07 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 76370 members 
Entering Unmasked Estep 
Score: -11180563.000000 Penalty: 5718.201172
	Iteration 5F: 3 clusters Score -1.118056e+07 nChanged 8836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 85128 members 
Entering Unmasked Estep 
Score: -11188508.000000 Penalty: 5718.201172
	Iteration 6F: 3 clusters Score -1.118851e+07 nChanged 7788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 92906 members 
Entering Unmasked Estep 
Score: -11196137.000000 Penalty: 5718.201172
	Iteration 7F: 3 clusters Score -1.119614e+07 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 97951 members 
Entering Unmasked Estep 
Score: -11201219.000000 Penalty: 5718.201172
	Iteration 8Q: 3 clusters Score -1.120122e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 100246 members 
Entering Unmasked Estep 
Score: -11203485.000000 Penalty: 5718.201172
	Iteration 9Q: 3 clusters Score -1.120348e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 100973 members 
Entering Unmasked Estep 
Score: -11204226.000000 Penalty: 5718.201172
	Iteration 10Q: 3 clusters Score -1.120423e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 101196 members 
Entering Unmasked Estep 
Score: -11204557.000000 Penalty: 5718.201172
	Iteration 11Q: 3 clusters Score -1.120456e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 101247 members 
Entering Unmasked Estep 
Score: -11204621.000000 Penalty: 5718.201172
	Iteration 12Q: 3 clusters Score -1.120462e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 101269 members 
Entering Unmasked Estep 
Score: -11204699.000000 Penalty: 5718.201172
	Iteration 13Q: 3 clusters Score -1.12047e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 101287 members 
Entering Unmasked Estep 
Score: -11204730.000000 Penalty: 5718.201172
	Iteration 14Q: 3 clusters Score -1.120473e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 101295 members 
Entering Unmasked Estep 
Score: -11204758.000000 Penalty: 5718.201172
	Iteration 15Q: 3 clusters Score -1.120476e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 101310 members 
Entering Unmasked Estep 
Score: -11204781.000000 Penalty: 5718.201172
	Iteration 16Q: 3 clusters Score -1.120478e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 101319 members 
Entering Unmasked Estep 
Score: -11204787.000000 Penalty: 5718.201172
	Iteration 17Q: 3 clusters Score -1.120479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 101320 members 
Entering Unmasked Estep 
Score: -11204789.000000 Penalty: 5718.201172
	Iteration 18Q: 3 clusters Score -1.120479e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 101320 members 
Entering Unmasked Estep 
Score: -11204794.000000 Penalty: 5718.201172
	Iteration 19Q: 3 clusters Score -1.120479e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 101321 members 
Entering Unmasked Estep 
Score: -11204795.000000 Penalty: 5718.201172
	Iteration 20F: 3 clusters Score -1.12048e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (38539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38539 members 
Entering Unmasked Estep 
Score: -3923539.500000 Penalty: 2618.737793
	Iteration 0F: 2 clusters Score -3923540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -3897317.500000 Penalty: 5237.475586
	Iteration 0F: 3 clusters Score -3897318 nChanged 17632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -3907319.500000 Penalty: 5237.475586
	Iteration 1F: 3 clusters Score -3907320 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -3908252.750000 Penalty: 5237.475586
	Iteration 2F: 3 clusters Score -3908253 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -3909486.000000 Penalty: 5237.475586
	Iteration 3F: 3 clusters Score -3909486 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -3911074.500000 Penalty: 5237.475586
	Iteration 4F: 3 clusters Score -3911074 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -3912938.500000 Penalty: 5237.475586
	Iteration 5F: 3 clusters Score -3912938 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -3914668.750000 Penalty: 5237.475586
	Iteration 6F: 3 clusters Score -3914669 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -3916128.500000 Penalty: 5237.475586
	Iteration 7F: 3 clusters Score -3916128 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -3917270.250000 Penalty: 5237.475586
	Iteration 8F: 3 clusters Score -3917270 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -3918116.500000 Penalty: 5237.475586
	Iteration 9Q: 3 clusters Score -3918116 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -3918668.000000 Penalty: 5237.475586
	Iteration 10Q: 3 clusters Score -3918668 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -3919097.000000 Penalty: 5237.475586
	Iteration 11Q: 3 clusters Score -3919097 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -3919489.500000 Penalty: 5237.475586
	Iteration 12Q: 3 clusters Score -3919490 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -3919816.250000 Penalty: 5237.475586
	Iteration 13Q: 3 clusters Score -3919816 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -3920148.500000 Penalty: 5237.475586
	Iteration 14Q: 3 clusters Score -3920148 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31420 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -3920509.000000 Penalty: 5237.475586
	Iteration 15Q: 3 clusters Score -3920509 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -3920889.250000 Penalty: 5237.475586
	Iteration 16Q: 3 clusters Score -3920889 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -3921252.750000 Penalty: 5237.475586
	Iteration 17Q: 3 clusters Score -3921253 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -3921550.000000 Penalty: 5237.475586
	Iteration 18Q: 3 clusters Score -3921550 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -3921757.000000 Penalty: 5237.475586
	Iteration 19Q: 3 clusters Score -3921757 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -3921955.500000 Penalty: 5237.475586
	Iteration 20F: 3 clusters Score -3921956 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -3922093.750000 Penalty: 5237.475586
	Iteration 21Q: 3 clusters Score -3922094 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -3922187.250000 Penalty: 5237.475586
	Iteration 22Q: 3 clusters Score -3922187 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -3922249.250000 Penalty: 5237.475586
	Iteration 23Q: 3 clusters Score -3922249 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -3922320.500000 Penalty: 5237.475586
	Iteration 24Q: 3 clusters Score -3922320 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -3922368.250000 Penalty: 5237.475586
	Iteration 25Q: 3 clusters Score -3922368 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -3922411.750000 Penalty: 5237.475586
	Iteration 26Q: 3 clusters Score -3922412 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35667 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -3922442.250000 Penalty: 5237.475586
	Iteration 27Q: 3 clusters Score -3922442 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35758 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -3922469.250000 Penalty: 5237.475586
	Iteration 28Q: 3 clusters Score -3922469 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -3922497.000000 Penalty: 5237.475586
	Iteration 29Q: 3 clusters Score -3922497 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -3922512.750000 Penalty: 5237.475586
	Iteration 30Q: 3 clusters Score -3922513 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -3922518.750000 Penalty: 5237.475586
	Iteration 31Q: 3 clusters Score -3922519 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -3922520.000000 Penalty: 5237.475586
	Iteration 32Q: 3 clusters Score -3922520 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36019 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -3922526.250000 Penalty: 5237.475586
	Iteration 33Q: 3 clusters Score -3922526 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -3922526.250000 Penalty: 5237.475586
	Iteration 34Q: 3 clusters Score -3922526 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -3922535.000000 Penalty: 5237.475586
	Iteration 35Q: 3 clusters Score -3922535 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -3922556.000000 Penalty: 5237.475586
	Iteration 36Q: 3 clusters Score -3922556 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -3922552.000000 Penalty: 5237.475586
	Iteration 37Q: 3 clusters Score -3922552 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -3922567.000000 Penalty: 5237.475586
	Iteration 38Q: 3 clusters Score -3922567 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36207 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -3922579.250000 Penalty: 5237.475586
	Iteration 39Q: 3 clusters Score -3922579 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36234 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -3922586.500000 Penalty: 5237.475586
	Iteration 40F: 3 clusters Score -3922586 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -3922583.250000 Penalty: 5237.475586
	Iteration 41Q: 3 clusters Score -3922583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -3922588.000000 Penalty: 5237.475586
	Iteration 42Q: 3 clusters Score -3922588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36266 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3922579.500000 Penalty: 5237.475586
	Iteration 43Q: 3 clusters Score -3922580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -3922580.000000 Penalty: 5237.475586
	Iteration 44Q: 3 clusters Score -3922580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36274 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -3922578.250000 Penalty: 5237.475586
	Iteration 45Q: 3 clusters Score -3922578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -3922585.500000 Penalty: 5237.475586
	Iteration 46Q: 3 clusters Score -3922586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3922582.250000 Penalty: 5237.475586
	Iteration 47Q: 3 clusters Score -3922582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36289 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -3922581.750000 Penalty: 5237.475586
	Iteration 48Q: 3 clusters Score -3922582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36297 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -3922583.250000 Penalty: 5237.475586
	Iteration 49Q: 3 clusters Score -3922583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -3922582.250000 Penalty: 5237.475586
	Iteration 50Q: 3 clusters Score -3922582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36308 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -3922582.500000 Penalty: 5237.475586
	Iteration 51Q: 3 clusters Score -3922582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -3922580.750000 Penalty: 5237.475586
	Iteration 52Q: 3 clusters Score -3922581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -3922589.750000 Penalty: 5237.475586
	Iteration 53Q: 3 clusters Score -3922590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -3922582.000000 Penalty: 5237.475586
	Iteration 54Q: 3 clusters Score -3922582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36326 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -3922582.250000 Penalty: 5237.475586
	Iteration 55Q: 3 clusters Score -3922582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -3922586.750000 Penalty: 5237.475586
	Iteration 56Q: 3 clusters Score -3922587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -3922591.000000 Penalty: 5237.475586
	Iteration 57Q: 3 clusters Score -3922591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3922588.250000 Penalty: 5237.475586
	Iteration 58Q: 3 clusters Score -3922588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3922588.250000 Penalty: 5237.475586
	Iteration 59F: 3 clusters Score -3922588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Entering Unmasked Estep 
Score: -1515381.500000 Penalty: 2362.689697
	Iteration 0F: 2 clusters Score -1515382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1505351.625000 Penalty: 4725.379395
	Iteration 0F: 3 clusters Score -1505352 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1508410.500000 Penalty: 4725.379395
	Iteration 1F: 3 clusters Score -1508410 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1508755.500000 Penalty: 4725.379395
	Iteration 2F: 3 clusters Score -1508756 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1509027.000000 Penalty: 4725.379395
	Iteration 3Q: 3 clusters Score -1509027 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1509239.000000 Penalty: 4725.379395
	Iteration 4Q: 3 clusters Score -1509239 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1509452.875000 Penalty: 4725.379395
	Iteration 5Q: 3 clusters Score -1509453 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1509667.500000 Penalty: 4725.379395
	Iteration 6Q: 3 clusters Score -1509668 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1509918.500000 Penalty: 4725.379395
	Iteration 7Q: 3 clusters Score -1509918 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1510246.250000 Penalty: 4725.379395
	Iteration 8Q: 3 clusters Score -1510246 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1510639.875000 Penalty: 4725.379395
	Iteration 9Q: 3 clusters Score -1510640 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1511063.125000 Penalty: 4725.379395
	Iteration 10Q: 3 clusters Score -1511063 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1511512.250000 Penalty: 4725.379395
	Iteration 11Q: 3 clusters Score -1511512 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1511931.125000 Penalty: 4725.379395
	Iteration 12Q: 3 clusters Score -1511931 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1512281.625000 Penalty: 4725.379395
	Iteration 13Q: 3 clusters Score -1512282 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1512545.125000 Penalty: 4725.379395
	Iteration 14Q: 3 clusters Score -1512545 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1512759.750000 Penalty: 4725.379395
	Iteration 15Q: 3 clusters Score -1512760 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1512908.875000 Penalty: 4725.379395
	Iteration 16Q: 3 clusters Score -1512909 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1513008.625000 Penalty: 4725.379395
	Iteration 17Q: 3 clusters Score -1513009 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1513087.375000 Penalty: 4725.379395
	Iteration 18Q: 3 clusters Score -1513087 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1513145.875000 Penalty: 4725.379395
	Iteration 19Q: 3 clusters Score -1513146 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1513186.625000 Penalty: 4725.379395
	Iteration 20F: 3 clusters Score -1513187 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1513226.375000 Penalty: 4725.379395
	Iteration 21Q: 3 clusters Score -1513226 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1513244.000000 Penalty: 4725.379395
	Iteration 22Q: 3 clusters Score -1513244 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1513264.250000 Penalty: 4725.379395
	Iteration 23Q: 3 clusters Score -1513264 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1513283.250000 Penalty: 4725.379395
	Iteration 24Q: 3 clusters Score -1513283 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1513305.125000 Penalty: 4725.379395
	Iteration 25Q: 3 clusters Score -1513305 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1513314.875000 Penalty: 4725.379395
	Iteration 26Q: 3 clusters Score -1513315 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1513334.125000 Penalty: 4725.379395
	Iteration 27Q: 3 clusters Score -1513334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1513342.750000 Penalty: 4725.379395
	Iteration 28Q: 3 clusters Score -1513343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1513353.125000 Penalty: 4725.379395
	Iteration 29Q: 3 clusters Score -1513353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1513359.750000 Penalty: 4725.379395
	Iteration 30Q: 3 clusters Score -1513360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1513369.500000 Penalty: 4725.379395
	Iteration 31Q: 3 clusters Score -1513370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1513385.250000 Penalty: 4725.379395
	Iteration 32Q: 3 clusters Score -1513385 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1513394.125000 Penalty: 4725.379395
	Iteration 33Q: 3 clusters Score -1513394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1513398.625000 Penalty: 4725.379395
	Iteration 34Q: 3 clusters Score -1513399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1513409.500000 Penalty: 4725.379395
	Iteration 35Q: 3 clusters Score -1513410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1513418.375000 Penalty: 4725.379395
	Iteration 36Q: 3 clusters Score -1513418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1513421.875000 Penalty: 4725.379395
	Iteration 37Q: 3 clusters Score -1513422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1513425.500000 Penalty: 4725.379395
	Iteration 38Q: 3 clusters Score -1513426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1513427.250000 Penalty: 4725.379395
	Iteration 39Q: 3 clusters Score -1513427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1513424.875000 Penalty: 4725.379395
	Iteration 40F: 3 clusters Score -1513425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1513425.500000 Penalty: 4725.379395
	Iteration 41Q: 3 clusters Score -1513426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1513426.750000 Penalty: 4725.379395
	Iteration 42Q: 3 clusters Score -1513427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1513426.250000 Penalty: 4725.379395
	Iteration 43Q: 3 clusters Score -1513426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1513426.625000 Penalty: 4725.379395
	Iteration 44Q: 3 clusters Score -1513427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1513426.625000 Penalty: 4725.379395
	Iteration 45F: 3 clusters Score -1513427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Entering Unmasked Estep 
Score: -828220.625000 Penalty: 2216.234619
	Iteration 0F: 2 clusters Score -828220.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -822046.625000 Penalty: 4432.469238
	Iteration 0F: 3 clusters Score -822046.6 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -823718.687500 Penalty: 4432.469238
	Iteration 1F: 3 clusters Score -823718.7 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -823971.625000 Penalty: 4432.469238
	Iteration 2F: 3 clusters Score -823971.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -824153.250000 Penalty: 4432.469238
	Iteration 3Q: 3 clusters Score -824153.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -824322.312500 Penalty: 4432.469238
	Iteration 4Q: 3 clusters Score -824322.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -824470.625000 Penalty: 4432.469238
	Iteration 5Q: 3 clusters Score -824470.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -824574.812500 Penalty: 4432.469238
	Iteration 6Q: 3 clusters Score -824574.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -824655.812500 Penalty: 4432.469238
	Iteration 7Q: 3 clusters Score -824655.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -824753.875000 Penalty: 4432.469238
	Iteration 8Q: 3 clusters Score -824753.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -824864.187500 Penalty: 4432.469238
	Iteration 9Q: 3 clusters Score -824864.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -824968.687500 Penalty: 4432.469238
	Iteration 10Q: 3 clusters Score -824968.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -825078.250000 Penalty: 4432.469238
	Iteration 11Q: 3 clusters Score -825078.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -825181.312500 Penalty: 4432.469238
	Iteration 12Q: 3 clusters Score -825181.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -825298.250000 Penalty: 4432.469238
	Iteration 13Q: 3 clusters Score -825298.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -825422.937500 Penalty: 4432.469238
	Iteration 14Q: 3 clusters Score -825422.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -825562.000000 Penalty: 4432.469238
	Iteration 15Q: 3 clusters Score -825562 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -825699.625000 Penalty: 4432.469238
	Iteration 16Q: 3 clusters Score -825699.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -825825.625000 Penalty: 4432.469238
	Iteration 17Q: 3 clusters Score -825825.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -825984.250000 Penalty: 4432.469238
	Iteration 18Q: 3 clusters Score -825984.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -826175.125000 Penalty: 4432.469238
	Iteration 19Q: 3 clusters Score -826175.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -826398.312500 Penalty: 4432.469238
	Iteration 20F: 3 clusters Score -826398.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -826543.750000 Penalty: 4432.469238
	Iteration 21Q: 3 clusters Score -826543.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -826658.125000 Penalty: 4432.469238
	Iteration 22Q: 3 clusters Score -826658.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -826759.750000 Penalty: 4432.469238
	Iteration 23Q: 3 clusters Score -826759.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -826846.125000 Penalty: 4432.469238
	Iteration 24Q: 3 clusters Score -826846.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -826914.187500 Penalty: 4432.469238
	Iteration 25Q: 3 clusters Score -826914.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -826991.125000 Penalty: 4432.469238
	Iteration 26Q: 3 clusters Score -826991.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -827067.875000 Penalty: 4432.469238
	Iteration 27Q: 3 clusters Score -827067.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -827161.812500 Penalty: 4432.469238
	Iteration 28Q: 3 clusters Score -827161.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -827307.312500 Penalty: 4432.469238
	Iteration 29Q: 3 clusters Score -827307.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -827540.500000 Penalty: 4432.469238
	Iteration 30Q: 3 clusters Score -827540.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -827886.437500 Penalty: 4432.469238
	Iteration 31Q: 3 clusters Score -827886.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -828196.062500 Penalty: 4432.469238
	Iteration 32Q: 3 clusters Score -828196.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -828377.187500 Penalty: 4432.469238
	Iteration 33Q: 3 clusters Score -828377.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -828452.125000 Penalty: 4432.469238
	Iteration 34Q: 3 clusters Score -828452.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -828471.312500 Penalty: 4432.469238
	Iteration 35Q: 3 clusters Score -828471.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -828476.562500 Penalty: 4432.469238
	Iteration 36Q: 3 clusters Score -828476.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -828479.875000 Penalty: 4432.469238
	Iteration 37Q: 3 clusters Score -828479.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -828483.062500 Penalty: 4432.469238
	Iteration 38Q: 3 clusters Score -828483.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -828484.187500 Penalty: 4432.469238
	Iteration 39Q: 3 clusters Score -828484.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -828484.812500 Penalty: 4432.469238
	Iteration 40F: 3 clusters Score -828484.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22127 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101583 members 
Mstep: Class 5 contains 38539 members 
Mstep: Class 6 contains 13725 members 
Mstep: Class 7 contains 3789 members 
Mstep: Class 8 contains 183323 members 
Mstep: Class 9 contains 15413 members 
Mstep: Class 10 contains 7207 members 
Mstep: Class 11 contains 17794 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75134 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13425 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37615 members 
Mstep: Class 20 contains 2032 members 
Mstep: Class 21 contains 139809 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13182 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25431 members 
Mstep: Class 29 contains 5772 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20439 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144740 members 
Mstep: Class 35 contains 26718 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28664 members 
Mstep: Class 38 contains 27252 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16098 members 
Mstep: Class 47 contains 30001 members 
Mstep: Class 48 contains 12029 members 
Mstep: Class 49 contains 3506 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Mstep: Class 53 contains 3815 members 
Entering Unmasked Estep 
Score: -115175792.000000 Penalty: 182896.359375
Splitting cluster 7 changes total score from -115176512.000000 to -115175792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (183323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183323 members 
Entering Unmasked Estep 
Score: -20401710.000000 Penalty: 3005.513184
	Iteration 0F: 2 clusters Score -2.040171e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91463 members 
Mstep: Class 2 contains 91860 members 
Entering Unmasked Estep 
Score: -20286752.000000 Penalty: 6011.026367
	Iteration 0F: 3 clusters Score -2.028675e+07 nChanged 88083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87948 members 
Mstep: Class 2 contains 95375 members 
Entering Unmasked Estep 
Score: -20338416.000000 Penalty: 6011.026367
	Iteration 1F: 3 clusters Score -2.033842e+07 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85256 members 
Mstep: Class 2 contains 98067 members 
Entering Unmasked Estep 
Score: -20339756.000000 Penalty: 6011.026367
	Iteration 2Q: 3 clusters Score -2.033976e+07 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80827 members 
Mstep: Class 2 contains 102496 members 
Entering Unmasked Estep 
Score: -20341750.000000 Penalty: 6011.026367
	Iteration 3Q: 3 clusters Score -2.034175e+07 nChanged 8495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74104 members 
Mstep: Class 2 contains 109219 members 
Entering Unmasked Estep 
Score: -20345042.000000 Penalty: 6011.026367
	Iteration 4Q: 3 clusters Score -2.034504e+07 nChanged 11082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64490 members 
Mstep: Class 2 contains 118833 members 
Entering Unmasked Estep 
Score: -20350696.000000 Penalty: 6011.026367
	Iteration 5F: 3 clusters Score -2.03507e+07 nChanged 13443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52035 members 
Mstep: Class 2 contains 131288 members 
Entering Unmasked Estep 
Score: -20359388.000000 Penalty: 6011.026367
	Iteration 6F: 3 clusters Score -2.035939e+07 nChanged 14724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 145434 members 
Entering Unmasked Estep 
Score: -20370548.000000 Penalty: 6011.026367
	Iteration 7F: 3 clusters Score -2.037055e+07 nChanged 13919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 159191 members 
Entering Unmasked Estep 
Score: -20381650.000000 Penalty: 6011.026367
	Iteration 8F: 3 clusters Score -2.038165e+07 nChanged 11136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 170309 members 
Entering Unmasked Estep 
Score: -20390058.000000 Penalty: 6011.026367
	Iteration 9F: 3 clusters Score -2.039006e+07 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 177539 members 
Entering Unmasked Estep 
Score: -20395214.000000 Penalty: 6011.026367
	Iteration 10Q: 3 clusters Score -2.039521e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 180987 members 
Entering Unmasked Estep 
Score: -20397688.000000 Penalty: 6011.026367
	Iteration 11Q: 3 clusters Score -2.039769e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 182179 members 
Entering Unmasked Estep 
Score: -20398542.000000 Penalty: 6011.026367
	Iteration 12Q: 3 clusters Score -2.039854e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 182523 members 
Entering Unmasked Estep 
Score: -20398862.000000 Penalty: 6011.026367
	Iteration 13Q: 3 clusters Score -2.039886e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 182642 members 
Entering Unmasked Estep 
Score: -20399102.000000 Penalty: 6011.026367
	Iteration 14Q: 3 clusters Score -2.03991e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 182676 members 
Entering Unmasked Estep 
Score: -20399142.000000 Penalty: 6011.026367
	Iteration 15Q: 3 clusters Score -2.039914e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 182709 members 
Entering Unmasked Estep 
Score: -20399210.000000 Penalty: 6011.026367
	Iteration 16Q: 3 clusters Score -2.039921e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 182729 members 
Entering Unmasked Estep 
Score: -20399256.000000 Penalty: 6011.026367
	Iteration 17Q: 3 clusters Score -2.039926e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 182732 members 
Entering Unmasked Estep 
Score: -20399294.000000 Penalty: 6011.026367
	Iteration 18Q: 3 clusters Score -2.039929e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 182731 members 
Entering Unmasked Estep 
Score: -20399328.000000 Penalty: 6011.026367
	Iteration 19Q: 3 clusters Score -2.039933e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 182741 members 
Entering Unmasked Estep 
Score: -20399350.000000 Penalty: 6011.026367
	Iteration 20F: 3 clusters Score -2.039935e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 182744 members 
Entering Unmasked Estep 
Score: -20399380.000000 Penalty: 6011.026367
	Iteration 21Q: 3 clusters Score -2.039938e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 182753 members 
Entering Unmasked Estep 
Score: -20399398.000000 Penalty: 6011.026367
	Iteration 22Q: 3 clusters Score -2.03994e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 182752 members 
Entering Unmasked Estep 
Score: -20399384.000000 Penalty: 6011.026367
	Iteration 23Q: 3 clusters Score -2.039938e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 182752 members 
Entering Unmasked Estep 
Score: -20399402.000000 Penalty: 6011.026367
	Iteration 24Q: 3 clusters Score -2.03994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 182753 members 
Entering Unmasked Estep 
Score: -20399414.000000 Penalty: 6011.026367
	Iteration 25Q: 3 clusters Score -2.039941e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 182755 members 
Entering Unmasked Estep 
Score: -20399426.000000 Penalty: 6011.026367
	Iteration 26Q: 3 clusters Score -2.039943e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 182753 members 
Entering Unmasked Estep 
Score: -20399416.000000 Penalty: 6011.026367
	Iteration 27Q: 3 clusters Score -2.039942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 182751 members 
Entering Unmasked Estep 
Score: -20399450.000000 Penalty: 6011.026367
	Iteration 28Q: 3 clusters Score -2.039945e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 182754 members 
Entering Unmasked Estep 
Score: -20399460.000000 Penalty: 6011.026367
	Iteration 29Q: 3 clusters Score -2.039946e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 182759 members 
Entering Unmasked Estep 
Score: -20399440.000000 Penalty: 6011.026367
	Iteration 30Q: 3 clusters Score -2.039944e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 182758 members 
Entering Unmasked Estep 
Score: -20399460.000000 Penalty: 6011.026367
	Iteration 31Q: 3 clusters Score -2.039946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 182756 members 
Entering Unmasked Estep 
Score: -20399454.000000 Penalty: 6011.026367
	Iteration 32Q: 3 clusters Score -2.039945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 182756 members 
Entering Unmasked Estep 
Score: -20399448.000000 Penalty: 6011.026367
	Iteration 33Q: 3 clusters Score -2.039945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 182758 members 
Entering Unmasked Estep 
Score: -20399444.000000 Penalty: 6011.026367
	Iteration 34Q: 3 clusters Score -2.039944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 182758 members 
Entering Unmasked Estep 
Score: -20399448.000000 Penalty: 6011.026367
	Iteration 35Q: 3 clusters Score -2.039945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 182760 members 
Entering Unmasked Estep 
Score: -20399454.000000 Penalty: 6011.026367
	Iteration 36Q: 3 clusters Score -2.039945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 182761 members 
Entering Unmasked Estep 
Score: -20399462.000000 Penalty: 6011.026367
	Iteration 37Q: 3 clusters Score -2.039946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 182760 members 
Entering Unmasked Estep 
Score: -20399452.000000 Penalty: 6011.026367
	Iteration 38Q: 3 clusters Score -2.039945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 182761 members 
Entering Unmasked Estep 
Score: -20399464.000000 Penalty: 6011.026367
	Iteration 39Q: 3 clusters Score -2.039946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 182761 members 
Entering Unmasked Estep 
Score: -20399462.000000 Penalty: 6011.026367
	Iteration 40F: 3 clusters Score -2.039946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 182761 members 
Entering Unmasked Estep 
Score: -20399480.000000 Penalty: 6011.026367
	Iteration 41Q: 3 clusters Score -2.039948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 182762 members 
Entering Unmasked Estep 
Score: -20399460.000000 Penalty: 6011.026367
	Iteration 42Q: 3 clusters Score -2.039946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 182764 members 
Entering Unmasked Estep 
Score: -20399470.000000 Penalty: 6011.026367
	Iteration 43Q: 3 clusters Score -2.039947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 182764 members 
Entering Unmasked Estep 
Score: -20399484.000000 Penalty: 6011.026367
	Iteration 44Q: 3 clusters Score -2.039948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 182764 members 
Entering Unmasked Estep 
Score: -20399484.000000 Penalty: 6011.026367
	Iteration 45F: 3 clusters Score -2.039948e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Entering Unmasked Estep 
Score: -1503179.375000 Penalty: 2391.455566
	Iteration 0F: 2 clusters Score -1503179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1492097.125000 Penalty: 4782.911133
	Iteration 0F: 3 clusters Score -1492097 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1495926.875000 Penalty: 4782.911133
	Iteration 1F: 3 clusters Score -1495927 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1496690.375000 Penalty: 4782.911133
	Iteration 2F: 3 clusters Score -1496690 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1497433.250000 Penalty: 4782.911133
	Iteration 3F: 3 clusters Score -1497433 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1498113.125000 Penalty: 4782.911133
	Iteration 4F: 3 clusters Score -1498113 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1498741.500000 Penalty: 4782.911133
	Iteration 5F: 3 clusters Score -1498742 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1499275.750000 Penalty: 4782.911133
	Iteration 6F: 3 clusters Score -1499276 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1499758.500000 Penalty: 4782.911133
	Iteration 7Q: 3 clusters Score -1499758 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1500178.000000 Penalty: 4782.911133
	Iteration 8Q: 3 clusters Score -1500178 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1500505.625000 Penalty: 4782.911133
	Iteration 9Q: 3 clusters Score -1500506 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1500725.500000 Penalty: 4782.911133
	Iteration 10Q: 3 clusters Score -1500726 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1500863.125000 Penalty: 4782.911133
	Iteration 11Q: 3 clusters Score -1500863 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1500976.250000 Penalty: 4782.911133
	Iteration 12Q: 3 clusters Score -1500976 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1501060.500000 Penalty: 4782.911133
	Iteration 13Q: 3 clusters Score -1501060 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1501114.625000 Penalty: 4782.911133
	Iteration 14Q: 3 clusters Score -1501115 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1501149.750000 Penalty: 4782.911133
	Iteration 15Q: 3 clusters Score -1501150 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1501177.250000 Penalty: 4782.911133
	Iteration 16Q: 3 clusters Score -1501177 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1501203.000000 Penalty: 4782.911133
	Iteration 17Q: 3 clusters Score -1501203 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1501218.125000 Penalty: 4782.911133
	Iteration 18Q: 3 clusters Score -1501218 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1501234.000000 Penalty: 4782.911133
	Iteration 19Q: 3 clusters Score -1501234 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1501249.250000 Penalty: 4782.911133
	Iteration 20F: 3 clusters Score -1501249 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1501262.625000 Penalty: 4782.911133
	Iteration 21Q: 3 clusters Score -1501263 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1501273.375000 Penalty: 4782.911133
	Iteration 22Q: 3 clusters Score -1501273 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1501285.500000 Penalty: 4782.911133
	Iteration 23Q: 3 clusters Score -1501286 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1501307.125000 Penalty: 4782.911133
	Iteration 24Q: 3 clusters Score -1501307 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1501313.250000 Penalty: 4782.911133
	Iteration 25Q: 3 clusters Score -1501313 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1501321.000000 Penalty: 4782.911133
	Iteration 26Q: 3 clusters Score -1501321 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1501327.250000 Penalty: 4782.911133
	Iteration 27Q: 3 clusters Score -1501327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1501331.625000 Penalty: 4782.911133
	Iteration 28Q: 3 clusters Score -1501332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1501334.500000 Penalty: 4782.911133
	Iteration 29Q: 3 clusters Score -1501334 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1501343.750000 Penalty: 4782.911133
	Iteration 30Q: 3 clusters Score -1501344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1501349.750000 Penalty: 4782.911133
	Iteration 31Q: 3 clusters Score -1501350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1501351.125000 Penalty: 4782.911133
	Iteration 32Q: 3 clusters Score -1501351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1501355.875000 Penalty: 4782.911133
	Iteration 33Q: 3 clusters Score -1501356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1501355.750000 Penalty: 4782.911133
	Iteration 34Q: 3 clusters Score -1501356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1501355.000000 Penalty: 4782.911133
	Iteration 35Q: 3 clusters Score -1501355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1501360.125000 Penalty: 4782.911133
	Iteration 36Q: 3 clusters Score -1501360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1501368.750000 Penalty: 4782.911133
	Iteration 37Q: 3 clusters Score -1501369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1501371.000000 Penalty: 4782.911133
	Iteration 38Q: 3 clusters Score -1501371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1501369.125000 Penalty: 4782.911133
	Iteration 39Q: 3 clusters Score -1501369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1501373.875000 Penalty: 4782.911133
	Iteration 40F: 3 clusters Score -1501374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1501374.875000 Penalty: 4782.911133
	Iteration 41Q: 3 clusters Score -1501375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1501375.625000 Penalty: 4782.911133
	Iteration 42Q: 3 clusters Score -1501376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1501379.250000 Penalty: 4782.911133
	Iteration 43Q: 3 clusters Score -1501379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1501381.375000 Penalty: 4782.911133
	Iteration 44Q: 3 clusters Score -1501381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1501381.250000 Penalty: 4782.911133
	Iteration 45Q: 3 clusters Score -1501381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1501382.125000 Penalty: 4782.911133
	Iteration 46Q: 3 clusters Score -1501382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1501380.000000 Penalty: 4782.911133
	Iteration 47Q: 3 clusters Score -1501380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1501383.500000 Penalty: 4782.911133
	Iteration 48Q: 3 clusters Score -1501384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1501384.500000 Penalty: 4782.911133
	Iteration 49Q: 3 clusters Score -1501384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1501385.125000 Penalty: 4782.911133
	Iteration 50Q: 3 clusters Score -1501385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1501386.125000 Penalty: 4782.911133
	Iteration 51Q: 3 clusters Score -1501386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1501385.375000 Penalty: 4782.911133
	Iteration 52Q: 3 clusters Score -1501385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1501383.750000 Penalty: 4782.911133
	Iteration 53Q: 3 clusters Score -1501384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1501385.750000 Penalty: 4782.911133
	Iteration 54Q: 3 clusters Score -1501386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1501384.125000 Penalty: 4782.911133
	Iteration 55Q: 3 clusters Score -1501384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1501384.125000 Penalty: 4782.911133
	Iteration 56F: 3 clusters Score -1501384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Entering Unmasked Estep 
Score: -741132.187500 Penalty: 2202.936279
	Iteration 0F: 2 clusters Score -741132.2 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 3681 members 
Entering Unmasked Estep 
Score: -735319.500000 Penalty: 4405.872559
	Iteration 0F: 3 clusters Score -735319.5 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -737288.750000 Penalty: 4405.872559
	Iteration 1F: 3 clusters Score -737288.8 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -738080.562500 Penalty: 4405.872559
	Iteration 2F: 3 clusters Score -738080.6 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -738723.437500 Penalty: 4405.872559
	Iteration 3F: 3 clusters Score -738723.4 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -739236.687500 Penalty: 4405.872559
	Iteration 4F: 3 clusters Score -739236.7 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -739703.187500 Penalty: 4405.872559
	Iteration 5F: 3 clusters Score -739703.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -740090.125000 Penalty: 4405.872559
	Iteration 6Q: 3 clusters Score -740090.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -740317.375000 Penalty: 4405.872559
	Iteration 7Q: 3 clusters Score -740317.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -740471.375000 Penalty: 4405.872559
	Iteration 8Q: 3 clusters Score -740471.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -740568.000000 Penalty: 4405.872559
	Iteration 9Q: 3 clusters Score -740568 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -740637.562500 Penalty: 4405.872559
	Iteration 10Q: 3 clusters Score -740637.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -740704.937500 Penalty: 4405.872559
	Iteration 11Q: 3 clusters Score -740704.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -740773.750000 Penalty: 4405.872559
	Iteration 12Q: 3 clusters Score -740773.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -740831.125000 Penalty: 4405.872559
	Iteration 13Q: 3 clusters Score -740831.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -740897.562500 Penalty: 4405.872559
	Iteration 14Q: 3 clusters Score -740897.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -740962.875000 Penalty: 4405.872559
	Iteration 15Q: 3 clusters Score -740962.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -741011.500000 Penalty: 4405.872559
	Iteration 16Q: 3 clusters Score -741011.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -741059.625000 Penalty: 4405.872559
	Iteration 17Q: 3 clusters Score -741059.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -741100.312500 Penalty: 4405.872559
	Iteration 18Q: 3 clusters Score -741100.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -741137.875000 Penalty: 4405.872559
	Iteration 19Q: 3 clusters Score -741137.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -741175.875000 Penalty: 4405.872559
	Iteration 20F: 3 clusters Score -741175.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -741208.687500 Penalty: 4405.872559
	Iteration 21Q: 3 clusters Score -741208.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -741232.250000 Penalty: 4405.872559
	Iteration 22Q: 3 clusters Score -741232.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -741259.437500 Penalty: 4405.872559
	Iteration 23Q: 3 clusters Score -741259.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -741292.312500 Penalty: 4405.872559
	Iteration 24Q: 3 clusters Score -741292.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -741324.937500 Penalty: 4405.872559
	Iteration 25Q: 3 clusters Score -741324.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -741353.125000 Penalty: 4405.872559
	Iteration 26Q: 3 clusters Score -741353.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -741379.250000 Penalty: 4405.872559
	Iteration 27Q: 3 clusters Score -741379.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -741404.625000 Penalty: 4405.872559
	Iteration 28Q: 3 clusters Score -741404.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -741416.250000 Penalty: 4405.872559
	Iteration 29Q: 3 clusters Score -741416.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -741426.000000 Penalty: 4405.872559
	Iteration 30Q: 3 clusters Score -741426 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -741435.562500 Penalty: 4405.872559
	Iteration 31Q: 3 clusters Score -741435.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -741442.250000 Penalty: 4405.872559
	Iteration 32Q: 3 clusters Score -741442.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -741445.937500 Penalty: 4405.872559
	Iteration 33Q: 3 clusters Score -741445.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -741451.687500 Penalty: 4405.872559
	Iteration 34Q: 3 clusters Score -741451.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -741456.687500 Penalty: 4405.872559
	Iteration 35Q: 3 clusters Score -741456.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -741459.312500 Penalty: 4405.872559
	Iteration 36Q: 3 clusters Score -741459.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -741462.187500 Penalty: 4405.872559
	Iteration 37Q: 3 clusters Score -741462.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -741465.312500 Penalty: 4405.872559
	Iteration 38Q: 3 clusters Score -741465.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -741466.937500 Penalty: 4405.872559
	Iteration 39Q: 3 clusters Score -741466.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -741468.562500 Penalty: 4405.872559
	Iteration 40F: 3 clusters Score -741468.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -741471.437500 Penalty: 4405.872559
	Iteration 41Q: 3 clusters Score -741471.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -741470.625000 Penalty: 4405.872559
	Iteration 42Q: 3 clusters Score -741470.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -741473.687500 Penalty: 4405.872559
	Iteration 43Q: 3 clusters Score -741473.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -741473.687500 Penalty: 4405.872559
	Iteration 44Q: 3 clusters Score -741473.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -741477.000000 Penalty: 4405.872559
	Iteration 45Q: 3 clusters Score -741477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -741478.687500 Penalty: 4405.872559
	Iteration 46Q: 3 clusters Score -741478.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -741480.187500 Penalty: 4405.872559
	Iteration 47Q: 3 clusters Score -741480.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -741482.875000 Penalty: 4405.872559
	Iteration 48Q: 3 clusters Score -741482.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -741484.250000 Penalty: 4405.872559
	Iteration 49Q: 3 clusters Score -741484.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -741486.062500 Penalty: 4405.872559
	Iteration 50Q: 3 clusters Score -741486.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -741487.250000 Penalty: 4405.872559
	Iteration 51Q: 3 clusters Score -741487.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -741491.125000 Penalty: 4405.872559
	Iteration 52Q: 3 clusters Score -741491.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -741491.625000 Penalty: 4405.872559
	Iteration 53Q: 3 clusters Score -741491.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -741494.000000 Penalty: 4405.872559
	Iteration 54Q: 3 clusters Score -741494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -741499.312500 Penalty: 4405.872559
	Iteration 55Q: 3 clusters Score -741499.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -741499.937500 Penalty: 4405.872559
	Iteration 56Q: 3 clusters Score -741499.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -741500.250000 Penalty: 4405.872559
	Iteration 57Q: 3 clusters Score -741500.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -741500.187500 Penalty: 4405.872559
	Iteration 58Q: 3 clusters Score -741500.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -741501.375000 Penalty: 4405.872559
	Iteration 59Q: 3 clusters Score -741501.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -741502.250000 Penalty: 4405.872559
	Iteration 60F: 3 clusters Score -741502.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -741500.937500 Penalty: 4405.872559
	Iteration 61Q: 3 clusters Score -741500.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -741501.000000 Penalty: 4405.872559
	Iteration 62Q: 3 clusters Score -741501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -741499.625000 Penalty: 4405.872559
	Iteration 63Q: 3 clusters Score -741499.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -741499.625000 Penalty: 4405.872559
	Iteration 64F: 3 clusters Score -741499.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22127 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101583 members 
Mstep: Class 5 contains 38539 members 
Mstep: Class 6 contains 13725 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183323 members 
Mstep: Class 9 contains 15413 members 
Mstep: Class 10 contains 3576 members 
Mstep: Class 11 contains 17794 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75134 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13425 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37615 members 
Mstep: Class 20 contains 2032 members 
Mstep: Class 21 contains 139809 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13182 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25431 members 
Mstep: Class 29 contains 5772 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20439 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144740 members 
Mstep: Class 35 contains 26718 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28664 members 
Mstep: Class 38 contains 27252 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16098 members 
Mstep: Class 47 contains 30001 members 
Mstep: Class 48 contains 12029 members 
Mstep: Class 49 contains 3506 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Mstep: Class 53 contains 3631 members 
Entering Unmasked Estep 
Score: -115175408.000000 Penalty: 182896.359375
Splitting cluster 10 changes total score from -115176512.000000 to -115175408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (17794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Entering Unmasked Estep 
Score: -1755426.375000 Penalty: 2427.080811
	Iteration 0F: 2 clusters Score -1755426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1742766.750000 Penalty: 4854.161621
	Iteration 0F: 3 clusters Score -1742767 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1747352.875000 Penalty: 4854.161621
	Iteration 1F: 3 clusters Score -1747353 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1748251.375000 Penalty: 4854.161621
	Iteration 2F: 3 clusters Score -1748251 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1749302.750000 Penalty: 4854.161621
	Iteration 3F: 3 clusters Score -1749303 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1750323.625000 Penalty: 4854.161621
	Iteration 4F: 3 clusters Score -1750324 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1751144.500000 Penalty: 4854.161621
	Iteration 5F: 3 clusters Score -1751144 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1751725.625000 Penalty: 4854.161621
	Iteration 6F: 3 clusters Score -1751726 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1752134.375000 Penalty: 4854.161621
	Iteration 7Q: 3 clusters Score -1752134 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1752360.000000 Penalty: 4854.161621
	Iteration 8Q: 3 clusters Score -1752360 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1752486.750000 Penalty: 4854.161621
	Iteration 9Q: 3 clusters Score -1752487 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1752578.125000 Penalty: 4854.161621
	Iteration 10Q: 3 clusters Score -1752578 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1752652.250000 Penalty: 4854.161621
	Iteration 11Q: 3 clusters Score -1752652 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1752708.125000 Penalty: 4854.161621
	Iteration 12Q: 3 clusters Score -1752708 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1752750.375000 Penalty: 4854.161621
	Iteration 13Q: 3 clusters Score -1752750 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1752782.250000 Penalty: 4854.161621
	Iteration 14Q: 3 clusters Score -1752782 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1752807.875000 Penalty: 4854.161621
	Iteration 15Q: 3 clusters Score -1752808 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1752835.750000 Penalty: 4854.161621
	Iteration 16Q: 3 clusters Score -1752836 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1752860.250000 Penalty: 4854.161621
	Iteration 17Q: 3 clusters Score -1752860 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1752874.000000 Penalty: 4854.161621
	Iteration 18Q: 3 clusters Score -1752874 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1752887.375000 Penalty: 4854.161621
	Iteration 19Q: 3 clusters Score -1752887 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1752900.875000 Penalty: 4854.161621
	Iteration 20F: 3 clusters Score -1752901 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1752917.000000 Penalty: 4854.161621
	Iteration 21Q: 3 clusters Score -1752917 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1752924.250000 Penalty: 4854.161621
	Iteration 22Q: 3 clusters Score -1752924 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1752927.500000 Penalty: 4854.161621
	Iteration 23Q: 3 clusters Score -1752928 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1752939.500000 Penalty: 4854.161621
	Iteration 24Q: 3 clusters Score -1752940 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1752943.500000 Penalty: 4854.161621
	Iteration 25Q: 3 clusters Score -1752944 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1752949.750000 Penalty: 4854.161621
	Iteration 26Q: 3 clusters Score -1752950 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1752960.125000 Penalty: 4854.161621
	Iteration 27Q: 3 clusters Score -1752960 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1752964.125000 Penalty: 4854.161621
	Iteration 28Q: 3 clusters Score -1752964 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1752966.250000 Penalty: 4854.161621
	Iteration 29Q: 3 clusters Score -1752966 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1752978.000000 Penalty: 4854.161621
	Iteration 30Q: 3 clusters Score -1752978 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1752982.500000 Penalty: 4854.161621
	Iteration 31Q: 3 clusters Score -1752982 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1752987.125000 Penalty: 4854.161621
	Iteration 32Q: 3 clusters Score -1752987 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1752990.375000 Penalty: 4854.161621
	Iteration 33Q: 3 clusters Score -1752990 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1752997.750000 Penalty: 4854.161621
	Iteration 34Q: 3 clusters Score -1752998 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1752995.625000 Penalty: 4854.161621
	Iteration 35Q: 3 clusters Score -1752996 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1753010.875000 Penalty: 4854.161621
	Iteration 36Q: 3 clusters Score -1753011 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1753018.250000 Penalty: 4854.161621
	Iteration 37Q: 3 clusters Score -1753018 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1753021.750000 Penalty: 4854.161621
	Iteration 38Q: 3 clusters Score -1753022 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1753028.125000 Penalty: 4854.161621
	Iteration 39Q: 3 clusters Score -1753028 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1753036.375000 Penalty: 4854.161621
	Iteration 40F: 3 clusters Score -1753036 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1753035.250000 Penalty: 4854.161621
	Iteration 41Q: 3 clusters Score -1753035 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1753042.250000 Penalty: 4854.161621
	Iteration 42Q: 3 clusters Score -1753042 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1753054.250000 Penalty: 4854.161621
	Iteration 43Q: 3 clusters Score -1753054 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1753060.875000 Penalty: 4854.161621
	Iteration 44Q: 3 clusters Score -1753061 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1753066.000000 Penalty: 4854.161621
	Iteration 45Q: 3 clusters Score -1753066 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1753079.750000 Penalty: 4854.161621
	Iteration 46Q: 3 clusters Score -1753080 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1753081.875000 Penalty: 4854.161621
	Iteration 47Q: 3 clusters Score -1753082 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1753089.000000 Penalty: 4854.161621
	Iteration 48Q: 3 clusters Score -1753089 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1753090.625000 Penalty: 4854.161621
	Iteration 49Q: 3 clusters Score -1753091 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1753088.875000 Penalty: 4854.161621
	Iteration 50Q: 3 clusters Score -1753089 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1753097.875000 Penalty: 4854.161621
	Iteration 51Q: 3 clusters Score -1753098 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1753101.250000 Penalty: 4854.161621
	Iteration 52Q: 3 clusters Score -1753101 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1753107.000000 Penalty: 4854.161621
	Iteration 53Q: 3 clusters Score -1753107 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1753121.250000 Penalty: 4854.161621
	Iteration 54Q: 3 clusters Score -1753121 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1753123.375000 Penalty: 4854.161621
	Iteration 55Q: 3 clusters Score -1753123 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1753127.875000 Penalty: 4854.161621
	Iteration 56Q: 3 clusters Score -1753128 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1753132.750000 Penalty: 4854.161621
	Iteration 57Q: 3 clusters Score -1753133 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1753140.375000 Penalty: 4854.161621
	Iteration 58Q: 3 clusters Score -1753140 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1753148.625000 Penalty: 4854.161621
	Iteration 59Q: 3 clusters Score -1753149 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1753153.000000 Penalty: 4854.161621
	Iteration 60F: 3 clusters Score -1753153 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1753154.625000 Penalty: 4854.161621
	Iteration 61Q: 3 clusters Score -1753155 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1753158.875000 Penalty: 4854.161621
	Iteration 62Q: 3 clusters Score -1753159 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1753168.750000 Penalty: 4854.161621
	Iteration 63Q: 3 clusters Score -1753169 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1753178.250000 Penalty: 4854.161621
	Iteration 64Q: 3 clusters Score -1753178 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1753193.375000 Penalty: 4854.161621
	Iteration 65Q: 3 clusters Score -1753193 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1753201.875000 Penalty: 4854.161621
	Iteration 66Q: 3 clusters Score -1753202 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1753202.750000 Penalty: 4854.161621
	Iteration 67Q: 3 clusters Score -1753203 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1753211.375000 Penalty: 4854.161621
	Iteration 68Q: 3 clusters Score -1753211 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1753217.625000 Penalty: 4854.161621
	Iteration 69Q: 3 clusters Score -1753218 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1753230.000000 Penalty: 4854.161621
	Iteration 70Q: 3 clusters Score -1753230 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1753241.750000 Penalty: 4854.161621
	Iteration 71Q: 3 clusters Score -1753242 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1753255.625000 Penalty: 4854.161621
	Iteration 72Q: 3 clusters Score -1753256 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1753264.625000 Penalty: 4854.161621
	Iteration 73Q: 3 clusters Score -1753265 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1753271.750000 Penalty: 4854.161621
	Iteration 74Q: 3 clusters Score -1753272 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1753275.250000 Penalty: 4854.161621
	Iteration 75Q: 3 clusters Score -1753275 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1753282.500000 Penalty: 4854.161621
	Iteration 76Q: 3 clusters Score -1753282 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1753287.375000 Penalty: 4854.161621
	Iteration 77Q: 3 clusters Score -1753287 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1753298.500000 Penalty: 4854.161621
	Iteration 78Q: 3 clusters Score -1753298 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1753311.750000 Penalty: 4854.161621
	Iteration 79Q: 3 clusters Score -1753312 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1753316.000000 Penalty: 4854.161621
	Iteration 80F: 3 clusters Score -1753316 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1753327.750000 Penalty: 4854.161621
	Iteration 81Q: 3 clusters Score -1753328 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1753347.250000 Penalty: 4854.161621
	Iteration 82Q: 3 clusters Score -1753347 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1753352.625000 Penalty: 4854.161621
	Iteration 83Q: 3 clusters Score -1753353 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1753352.000000 Penalty: 4854.161621
	Iteration 84Q: 3 clusters Score -1753352 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1753355.625000 Penalty: 4854.161621
	Iteration 85Q: 3 clusters Score -1753356 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1753355.125000 Penalty: 4854.161621
	Iteration 86Q: 3 clusters Score -1753355 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1753358.750000 Penalty: 4854.161621
	Iteration 87Q: 3 clusters Score -1753359 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1753368.125000 Penalty: 4854.161621
	Iteration 88Q: 3 clusters Score -1753368 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1753367.000000 Penalty: 4854.161621
	Iteration 89Q: 3 clusters Score -1753367 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1753376.250000 Penalty: 4854.161621
	Iteration 90Q: 3 clusters Score -1753376 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1753388.875000 Penalty: 4854.161621
	Iteration 91Q: 3 clusters Score -1753389 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1753398.750000 Penalty: 4854.161621
	Iteration 92Q: 3 clusters Score -1753399 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1753405.000000 Penalty: 4854.161621
	Iteration 93Q: 3 clusters Score -1753405 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1753409.625000 Penalty: 4854.161621
	Iteration 94Q: 3 clusters Score -1753410 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1753418.250000 Penalty: 4854.161621
	Iteration 95Q: 3 clusters Score -1753418 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1753418.250000 Penalty: 4854.161621
	Iteration 96Q: 3 clusters Score -1753418 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1753428.000000 Penalty: 4854.161621
	Iteration 97Q: 3 clusters Score -1753428 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1753430.625000 Penalty: 4854.161621
	Iteration 98Q: 3 clusters Score -1753431 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1753434.250000 Penalty: 4854.161621
	Iteration 99Q: 3 clusters Score -1753434 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1753438.500000 Penalty: 4854.161621
	Iteration 100F: 3 clusters Score -1753438 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1753441.875000 Penalty: 4854.161621
	Iteration 101Q: 3 clusters Score -1753442 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1753449.500000 Penalty: 4854.161621
	Iteration 102Q: 3 clusters Score -1753450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1753446.500000 Penalty: 4854.161621
	Iteration 103Q: 3 clusters Score -1753446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1753454.125000 Penalty: 4854.161621
	Iteration 104Q: 3 clusters Score -1753454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1753454.625000 Penalty: 4854.161621
	Iteration 105Q: 3 clusters Score -1753455 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1753457.250000 Penalty: 4854.161621
	Iteration 106Q: 3 clusters Score -1753457 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1753455.000000 Penalty: 4854.161621
	Iteration 107Q: 3 clusters Score -1753455 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1753460.250000 Penalty: 4854.161621
	Iteration 108Q: 3 clusters Score -1753460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -1753466.500000 Penalty: 4854.161621
	Iteration 109Q: 3 clusters Score -1753466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1753462.125000 Penalty: 4854.161621
	Iteration 110Q: 3 clusters Score -1753462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1753465.875000 Penalty: 4854.161621
	Iteration 111Q: 3 clusters Score -1753466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1753465.000000 Penalty: 4854.161621
	Iteration 112Q: 3 clusters Score -1753465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -1753463.750000 Penalty: 4854.161621
	Iteration 113Q: 3 clusters Score -1753464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1753470.500000 Penalty: 4854.161621
	Iteration 114Q: 3 clusters Score -1753470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -1753471.875000 Penalty: 4854.161621
	Iteration 115Q: 3 clusters Score -1753472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -1753473.500000 Penalty: 4854.161621
	Iteration 116Q: 3 clusters Score -1753474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1753482.500000 Penalty: 4854.161621
	Iteration 117Q: 3 clusters Score -1753482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1753482.250000 Penalty: 4854.161621
	Iteration 118Q: 3 clusters Score -1753482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1753485.250000 Penalty: 4854.161621
	Iteration 119Q: 3 clusters Score -1753485 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -1753480.750000 Penalty: 4854.161621
	Iteration 120F: 3 clusters Score -1753481 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -1753483.625000 Penalty: 4854.161621
	Iteration 121Q: 3 clusters Score -1753484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -1753487.750000 Penalty: 4854.161621
	Iteration 122Q: 3 clusters Score -1753488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -1753488.000000 Penalty: 4854.161621
	Iteration 123Q: 3 clusters Score -1753488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1753494.125000 Penalty: 4854.161621
	Iteration 124Q: 3 clusters Score -1753494 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -1753495.750000 Penalty: 4854.161621
	Iteration 125Q: 3 clusters Score -1753496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -1753498.875000 Penalty: 4854.161621
	Iteration 126Q: 3 clusters Score -1753499 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -1753502.375000 Penalty: 4854.161621
	Iteration 127Q: 3 clusters Score -1753502 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1753504.750000 Penalty: 4854.161621
	Iteration 128Q: 3 clusters Score -1753505 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1753509.875000 Penalty: 4854.161621
	Iteration 129Q: 3 clusters Score -1753510 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1753513.125000 Penalty: 4854.161621
	Iteration 130Q: 3 clusters Score -1753513 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1753519.500000 Penalty: 4854.161621
	Iteration 131Q: 3 clusters Score -1753520 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1753525.375000 Penalty: 4854.161621
	Iteration 132Q: 3 clusters Score -1753525 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -1753534.750000 Penalty: 4854.161621
	Iteration 133Q: 3 clusters Score -1753535 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1753540.375000 Penalty: 4854.161621
	Iteration 134Q: 3 clusters Score -1753540 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1753547.125000 Penalty: 4854.161621
	Iteration 135Q: 3 clusters Score -1753547 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -1753555.750000 Penalty: 4854.161621
	Iteration 136Q: 3 clusters Score -1753556 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -1753560.250000 Penalty: 4854.161621
	Iteration 137Q: 3 clusters Score -1753560 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -1753568.125000 Penalty: 4854.161621
	Iteration 138Q: 3 clusters Score -1753568 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -1753573.250000 Penalty: 4854.161621
	Iteration 139Q: 3 clusters Score -1753573 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1753570.625000 Penalty: 4854.161621
	Iteration 140F: 3 clusters Score -1753571 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1753589.500000 Penalty: 4854.161621
	Iteration 141Q: 3 clusters Score -1753590 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -1753595.750000 Penalty: 4854.161621
	Iteration 142Q: 3 clusters Score -1753596 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -1753601.250000 Penalty: 4854.161621
	Iteration 143Q: 3 clusters Score -1753601 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -1753603.625000 Penalty: 4854.161621
	Iteration 144Q: 3 clusters Score -1753604 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -1753611.375000 Penalty: 4854.161621
	Iteration 145Q: 3 clusters Score -1753611 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -1753615.625000 Penalty: 4854.161621
	Iteration 146Q: 3 clusters Score -1753616 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -1753628.125000 Penalty: 4854.161621
	Iteration 147Q: 3 clusters Score -1753628 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1753637.375000 Penalty: 4854.161621
	Iteration 148Q: 3 clusters Score -1753637 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1753650.625000 Penalty: 4854.161621
	Iteration 149Q: 3 clusters Score -1753651 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -1753661.250000 Penalty: 4854.161621
	Iteration 150Q: 3 clusters Score -1753661 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -1753675.125000 Penalty: 4854.161621
	Iteration 151Q: 3 clusters Score -1753675 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1753688.250000 Penalty: 4854.161621
	Iteration 152Q: 3 clusters Score -1753688 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -1753698.375000 Penalty: 4854.161621
	Iteration 153Q: 3 clusters Score -1753698 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1753702.125000 Penalty: 4854.161621
	Iteration 154Q: 3 clusters Score -1753702 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -1753711.375000 Penalty: 4854.161621
	Iteration 155Q: 3 clusters Score -1753711 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -1753717.875000 Penalty: 4854.161621
	Iteration 156Q: 3 clusters Score -1753718 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -1753723.000000 Penalty: 4854.161621
	Iteration 157Q: 3 clusters Score -1753723 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -1753723.750000 Penalty: 4854.161621
	Iteration 158Q: 3 clusters Score -1753724 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -1753729.250000 Penalty: 4854.161621
	Iteration 159Q: 3 clusters Score -1753729 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -1753736.375000 Penalty: 4854.161621
	Iteration 160F: 3 clusters Score -1753736 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -1753744.500000 Penalty: 4854.161621
	Iteration 161Q: 3 clusters Score -1753744 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -1753751.000000 Penalty: 4854.161621
	Iteration 162Q: 3 clusters Score -1753751 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -1753755.625000 Penalty: 4854.161621
	Iteration 163Q: 3 clusters Score -1753756 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1753763.000000 Penalty: 4854.161621
	Iteration 164Q: 3 clusters Score -1753763 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -1753769.000000 Penalty: 4854.161621
	Iteration 165Q: 3 clusters Score -1753769 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -1753781.625000 Penalty: 4854.161621
	Iteration 166Q: 3 clusters Score -1753782 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -1753787.500000 Penalty: 4854.161621
	Iteration 167Q: 3 clusters Score -1753788 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -1753801.000000 Penalty: 4854.161621
	Iteration 168Q: 3 clusters Score -1753801 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -1753810.625000 Penalty: 4854.161621
	Iteration 169Q: 3 clusters Score -1753811 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -1753821.500000 Penalty: 4854.161621
	Iteration 170Q: 3 clusters Score -1753822 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -1753823.875000 Penalty: 4854.161621
	Iteration 171Q: 3 clusters Score -1753824 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -1753831.875000 Penalty: 4854.161621
	Iteration 172Q: 3 clusters Score -1753832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -1753831.375000 Penalty: 4854.161621
	Iteration 173Q: 3 clusters Score -1753831 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -1753838.875000 Penalty: 4854.161621
	Iteration 174Q: 3 clusters Score -1753839 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -1753838.500000 Penalty: 4854.161621
	Iteration 175Q: 3 clusters Score -1753838 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -1753837.375000 Penalty: 4854.161621
	Iteration 176Q: 3 clusters Score -1753837 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -1753847.250000 Penalty: 4854.161621
	Iteration 177Q: 3 clusters Score -1753847 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -1753848.250000 Penalty: 4854.161621
	Iteration 178Q: 3 clusters Score -1753848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -1753851.875000 Penalty: 4854.161621
	Iteration 179Q: 3 clusters Score -1753852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -1753852.500000 Penalty: 4854.161621
	Iteration 180F: 3 clusters Score -1753852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -1753855.125000 Penalty: 4854.161621
	Iteration 181Q: 3 clusters Score -1753855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -1753858.750000 Penalty: 4854.161621
	Iteration 182Q: 3 clusters Score -1753859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -1753860.500000 Penalty: 4854.161621
	Iteration 183Q: 3 clusters Score -1753860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -1753862.875000 Penalty: 4854.161621
	Iteration 184Q: 3 clusters Score -1753863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -1753864.250000 Penalty: 4854.161621
	Iteration 185Q: 3 clusters Score -1753864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -1753865.000000 Penalty: 4854.161621
	Iteration 186Q: 3 clusters Score -1753865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -1753865.625000 Penalty: 4854.161621
	Iteration 187Q: 3 clusters Score -1753866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -1753862.875000 Penalty: 4854.161621
	Iteration 188Q: 3 clusters Score -1753863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -1753862.000000 Penalty: 4854.161621
	Iteration 189Q: 3 clusters Score -1753862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -1753863.125000 Penalty: 4854.161621
	Iteration 190Q: 3 clusters Score -1753863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -1753864.000000 Penalty: 4854.161621
	Iteration 191Q: 3 clusters Score -1753864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -1753866.125000 Penalty: 4854.161621
	Iteration 192Q: 3 clusters Score -1753866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -1753866.500000 Penalty: 4854.161621
	Iteration 193Q: 3 clusters Score -1753866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -1753865.625000 Penalty: 4854.161621
	Iteration 194Q: 3 clusters Score -1753866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -1753868.375000 Penalty: 4854.161621
	Iteration 195Q: 3 clusters Score -1753868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -1753866.125000 Penalty: 4854.161621
	Iteration 196Q: 3 clusters Score -1753866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -1753871.000000 Penalty: 4854.161621
	Iteration 197Q: 3 clusters Score -1753871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -1753871.500000 Penalty: 4854.161621
	Iteration 198Q: 3 clusters Score -1753872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -1753870.625000 Penalty: 4854.161621
	Iteration 199Q: 3 clusters Score -1753871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -1753867.750000 Penalty: 4854.161621
	Iteration 200F: 3 clusters Score -1753868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -1753867.625000 Penalty: 4854.161621
	Iteration 201Q: 3 clusters Score -1753868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -1753866.875000 Penalty: 4854.161621
	Iteration 202Q: 3 clusters Score -1753867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -1753866.875000 Penalty: 4854.161621
	Iteration 203F: 3 clusters Score -1753867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Entering Unmasked Estep 
Score: -701124.750000 Penalty: 2196.946045
	Iteration 0F: 2 clusters Score -701124.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -695375.750000 Penalty: 4393.892090
	Iteration 0F: 3 clusters Score -695375.8 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -696989.875000 Penalty: 4393.892090
	Iteration 1F: 3 clusters Score -696989.9 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -697323.875000 Penalty: 4393.892090
	Iteration 2F: 3 clusters Score -697323.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -697544.250000 Penalty: 4393.892090
	Iteration 3F: 3 clusters Score -697544.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -697737.875000 Penalty: 4393.892090
	Iteration 4Q: 3 clusters Score -697737.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -697899.812500 Penalty: 4393.892090
	Iteration 5Q: 3 clusters Score -697899.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -698036.875000 Penalty: 4393.892090
	Iteration 6Q: 3 clusters Score -698036.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -698187.062500 Penalty: 4393.892090
	Iteration 7Q: 3 clusters Score -698187.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -698375.812500 Penalty: 4393.892090
	Iteration 8Q: 3 clusters Score -698375.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -698605.125000 Penalty: 4393.892090
	Iteration 9Q: 3 clusters Score -698605.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -698878.250000 Penalty: 4393.892090
	Iteration 10Q: 3 clusters Score -698878.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -699116.625000 Penalty: 4393.892090
	Iteration 11Q: 3 clusters Score -699116.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -699310.250000 Penalty: 4393.892090
	Iteration 12Q: 3 clusters Score -699310.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -699479.250000 Penalty: 4393.892090
	Iteration 13Q: 3 clusters Score -699479.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -699645.125000 Penalty: 4393.892090
	Iteration 14Q: 3 clusters Score -699645.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -699749.750000 Penalty: 4393.892090
	Iteration 15Q: 3 clusters Score -699749.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -699816.875000 Penalty: 4393.892090
	Iteration 16Q: 3 clusters Score -699816.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -699873.312500 Penalty: 4393.892090
	Iteration 17Q: 3 clusters Score -699873.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -699928.812500 Penalty: 4393.892090
	Iteration 18Q: 3 clusters Score -699928.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -699971.375000 Penalty: 4393.892090
	Iteration 19Q: 3 clusters Score -699971.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -700003.937500 Penalty: 4393.892090
	Iteration 20F: 3 clusters Score -700003.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -700022.062500 Penalty: 4393.892090
	Iteration 21Q: 3 clusters Score -700022.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -700035.875000 Penalty: 4393.892090
	Iteration 22Q: 3 clusters Score -700035.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -700045.062500 Penalty: 4393.892090
	Iteration 23Q: 3 clusters Score -700045.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -700046.625000 Penalty: 4393.892090
	Iteration 24Q: 3 clusters Score -700046.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -700049.625000 Penalty: 4393.892090
	Iteration 25Q: 3 clusters Score -700049.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -700052.125000 Penalty: 4393.892090
	Iteration 26Q: 3 clusters Score -700052.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -700054.250000 Penalty: 4393.892090
	Iteration 27Q: 3 clusters Score -700054.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -700054.375000 Penalty: 4393.892090
	Iteration 28Q: 3 clusters Score -700054.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -700055.562500 Penalty: 4393.892090
	Iteration 29Q: 3 clusters Score -700055.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -700054.500000 Penalty: 4393.892090
	Iteration 30Q: 3 clusters Score -700054.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -700054.500000 Penalty: 4393.892090
	Iteration 31F: 3 clusters Score -700054.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Entering Unmasked Estep 
Score: -33913.382812 Penalty: 1459.753784
	Iteration 0F: 2 clusters Score -33913.38 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 188 members 
Entering Unmasked Estep 
Score: -32570.384766 Penalty: 2919.507568
	Iteration 0F: 3 clusters Score -32570.38 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -32721.695312 Penalty: 2919.507568
	Iteration 1F: 3 clusters Score -32721.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -32794.605469 Penalty: 2919.507568
	Iteration 2F: 3 clusters Score -32794.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -32818.507812 Penalty: 2919.507568
	Iteration 3Q: 3 clusters Score -32818.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -32849.062500 Penalty: 2919.507568
	Iteration 4Q: 3 clusters Score -32849.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -32870.394531 Penalty: 2919.507568
	Iteration 5Q: 3 clusters Score -32870.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -32884.914062 Penalty: 2919.507568
	Iteration 6Q: 3 clusters Score -32884.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -32889.203125 Penalty: 2919.507568
	Iteration 7Q: 3 clusters Score -32889.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -32892.511719 Penalty: 2919.507568
	Iteration 8Q: 3 clusters Score -32892.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -32894.152344 Penalty: 2919.507568
	Iteration 9Q: 3 clusters Score -32894.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -32900.769531 Penalty: 2919.507568
	Iteration 10Q: 3 clusters Score -32900.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -32910.679688 Penalty: 2919.507568
	Iteration 11Q: 3 clusters Score -32910.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -32916.496094 Penalty: 2919.507568
	Iteration 12Q: 3 clusters Score -32916.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -32916.496094 Penalty: 2919.507568
	Iteration 13F: 3 clusters Score -32916.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (75134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75134 members 
Entering Unmasked Estep 
Score: -8353610.000000 Penalty: 2784.303223
	Iteration 0F: 2 clusters Score -8353610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -8303233.500000 Penalty: 5568.606445
	Iteration 0F: 3 clusters Score -8303234 nChanged 35206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 38563 members 
Entering Unmasked Estep 
Score: -8322942.500000 Penalty: 5568.606445
	Iteration 1F: 3 clusters Score -8322942 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 38979 members 
Entering Unmasked Estep 
Score: -8323529.000000 Penalty: 5568.606445
	Iteration 2Q: 3 clusters Score -8323529 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 39613 members 
Entering Unmasked Estep 
Score: -8324049.000000 Penalty: 5568.606445
	Iteration 3Q: 3 clusters Score -8324049 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34493 members 
Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
Score: -8324811.000000 Penalty: 5568.606445
	Iteration 4Q: 3 clusters Score -8324811 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 42220 members 
Entering Unmasked Estep 
Score: -8325798.500000 Penalty: 5568.606445
	Iteration 5Q: 3 clusters Score -8325798 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -8327099.000000 Penalty: 5568.606445
	Iteration 6Q: 3 clusters Score -8327099 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 47756 members 
Entering Unmasked Estep 
Score: -8329201.500000 Penalty: 5568.606445
	Iteration 7F: 3 clusters Score -8329202 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 52187 members 
Entering Unmasked Estep 
Score: -8332631.500000 Penalty: 5568.606445
	Iteration 8F: 3 clusters Score -8332632 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 57534 members 
Entering Unmasked Estep 
Score: -8337354.000000 Penalty: 5568.606445
	Iteration 9F: 3 clusters Score -8337354 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 62515 members 
Entering Unmasked Estep 
Score: -8341968.000000 Penalty: 5568.606445
	Iteration 10F: 3 clusters Score -8341968 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 66337 members 
Entering Unmasked Estep 
Score: -8345595.500000 Penalty: 5568.606445
	Iteration 11F: 3 clusters Score -8345596 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 68690 members 
Entering Unmasked Estep 
Score: -8347910.500000 Penalty: 5568.606445
	Iteration 12Q: 3 clusters Score -8347910 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 70069 members 
Entering Unmasked Estep 
Score: -8349175.500000 Penalty: 5568.606445
	Iteration 13Q: 3 clusters Score -8349176 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 70906 members 
Entering Unmasked Estep 
Score: -8349872.500000 Penalty: 5568.606445
	Iteration 14Q: 3 clusters Score -8349872 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 71493 members 
Entering Unmasked Estep 
Score: -8350301.500000 Penalty: 5568.606445
	Iteration 15Q: 3 clusters Score -8350302 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 71904 members 
Entering Unmasked Estep 
Score: -8350600.000000 Penalty: 5568.606445
	Iteration 16Q: 3 clusters Score -8350600 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 72220 members 
Entering Unmasked Estep 
Score: -8350804.000000 Penalty: 5568.606445
	Iteration 17Q: 3 clusters Score -8350804 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 72477 members 
Entering Unmasked Estep 
Score: -8350954.000000 Penalty: 5568.606445
	Iteration 18Q: 3 clusters Score -8350954 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 72663 members 
Entering Unmasked Estep 
Score: -8351021.500000 Penalty: 5568.606445
	Iteration 19Q: 3 clusters Score -8351022 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 72790 members 
Entering Unmasked Estep 
Score: -8351083.500000 Penalty: 5568.606445
	Iteration 20F: 3 clusters Score -8351084 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 72892 members 
Entering Unmasked Estep 
Score: -8351109.000000 Penalty: 5568.606445
	Iteration 21Q: 3 clusters Score -8351109 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 72994 members 
Entering Unmasked Estep 
Score: -8351153.000000 Penalty: 5568.606445
	Iteration 22Q: 3 clusters Score -8351153 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 73070 members 
Entering Unmasked Estep 
Score: -8351197.000000 Penalty: 5568.606445
	Iteration 23Q: 3 clusters Score -8351197 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 73131 members 
Entering Unmasked Estep 
Score: -8351235.000000 Penalty: 5568.606445
	Iteration 24Q: 3 clusters Score -8351235 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 73191 members 
Entering Unmasked Estep 
Score: -8351226.500000 Penalty: 5568.606445
	Iteration 25Q: 3 clusters Score -8351226 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 73259 members 
Entering Unmasked Estep 
Score: -8351234.500000 Penalty: 5568.606445
	Iteration 26Q: 3 clusters Score -8351234 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 73317 members 
Entering Unmasked Estep 
Score: -8351286.500000 Penalty: 5568.606445
	Iteration 27Q: 3 clusters Score -8351286 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 73367 members 
Entering Unmasked Estep 
Score: -8351295.500000 Penalty: 5568.606445
	Iteration 28Q: 3 clusters Score -8351296 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 73411 members 
Entering Unmasked Estep 
Score: -8351314.500000 Penalty: 5568.606445
	Iteration 29Q: 3 clusters Score -8351314 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 73456 members 
Entering Unmasked Estep 
Score: -8351326.000000 Penalty: 5568.606445
	Iteration 30Q: 3 clusters Score -8351326 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 73493 members 
Entering Unmasked Estep 
Score: -8351337.500000 Penalty: 5568.606445
	Iteration 31Q: 3 clusters Score -8351338 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 73525 members 
Entering Unmasked Estep 
Score: -8351350.500000 Penalty: 5568.606445
	Iteration 32Q: 3 clusters Score -8351350 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 73549 members 
Entering Unmasked Estep 
Score: -8351363.000000 Penalty: 5568.606445
	Iteration 33Q: 3 clusters Score -8351363 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 73570 members 
Entering Unmasked Estep 
Score: -8351366.500000 Penalty: 5568.606445
	Iteration 34Q: 3 clusters Score -8351366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 73586 members 
Entering Unmasked Estep 
Score: -8351389.000000 Penalty: 5568.606445
	Iteration 35Q: 3 clusters Score -8351389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 73595 members 
Entering Unmasked Estep 
Score: -8351383.000000 Penalty: 5568.606445
	Iteration 36Q: 3 clusters Score -8351383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 73602 members 
Entering Unmasked Estep 
Score: -8351389.500000 Penalty: 5568.606445
	Iteration 37Q: 3 clusters Score -8351390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 73604 members 
Entering Unmasked Estep 
Score: -8351385.500000 Penalty: 5568.606445
	Iteration 38Q: 3 clusters Score -8351386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 73608 members 
Entering Unmasked Estep 
Score: -8351395.500000 Penalty: 5568.606445
	Iteration 39Q: 3 clusters Score -8351396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 73614 members 
Entering Unmasked Estep 
Score: -8351392.500000 Penalty: 5568.606445
	Iteration 40F: 3 clusters Score -8351392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 73618 members 
Entering Unmasked Estep 
Score: -8351383.500000 Penalty: 5568.606445
	Iteration 41Q: 3 clusters Score -8351384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 73625 members 
Entering Unmasked Estep 
Score: -8351389.000000 Penalty: 5568.606445
	Iteration 42Q: 3 clusters Score -8351389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 73630 members 
Entering Unmasked Estep 
Score: -8351408.000000 Penalty: 5568.606445
	Iteration 43Q: 3 clusters Score -8351408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 73633 members 
Entering Unmasked Estep 
Score: -8351408.500000 Penalty: 5568.606445
	Iteration 44Q: 3 clusters Score -8351408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 73637 members 
Entering Unmasked Estep 
Score: -8351399.500000 Penalty: 5568.606445
	Iteration 45Q: 3 clusters Score -8351400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 73643 members 
Entering Unmasked Estep 
Score: -8351397.500000 Penalty: 5568.606445
	Iteration 46Q: 3 clusters Score -8351398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 73649 members 
Entering Unmasked Estep 
Score: -8351406.000000 Penalty: 5568.606445
	Iteration 47Q: 3 clusters Score -8351406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 73658 members 
Entering Unmasked Estep 
Score: -8351404.500000 Penalty: 5568.606445
	Iteration 48Q: 3 clusters Score -8351404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 73663 members 
Entering Unmasked Estep 
Score: -8351395.500000 Penalty: 5568.606445
	Iteration 49Q: 3 clusters Score -8351396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 73666 members 
Entering Unmasked Estep 
Score: -8351401.500000 Penalty: 5568.606445
	Iteration 50Q: 3 clusters Score -8351402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 73671 members 
Entering Unmasked Estep 
Score: -8351389.000000 Penalty: 5568.606445
	Iteration 51Q: 3 clusters Score -8351389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 73677 members 
Entering Unmasked Estep 
Score: -8351390.000000 Penalty: 5568.606445
	Iteration 52Q: 3 clusters Score -8351390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 73683 members 
Entering Unmasked Estep 
Score: -8351411.000000 Penalty: 5568.606445
	Iteration 53Q: 3 clusters Score -8351411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 73685 members 
Entering Unmasked Estep 
Score: -8351407.500000 Penalty: 5568.606445
	Iteration 54Q: 3 clusters Score -8351408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 73684 members 
Entering Unmasked Estep 
Score: -8351408.000000 Penalty: 5568.606445
	Iteration 55Q: 3 clusters Score -8351408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 73684 members 
Entering Unmasked Estep 
Score: -8351408.000000 Penalty: 5568.606445
	Iteration 56Q: 3 clusters Score -8351408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 73686 members 
Entering Unmasked Estep 
Score: -8351404.000000 Penalty: 5568.606445
	Iteration 57Q: 3 clusters Score -8351404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 73686 members 
Entering Unmasked Estep 
Score: -8351404.000000 Penalty: 5568.606445
	Iteration 58F: 3 clusters Score -8351404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Entering Unmasked Estep 
Score: -269886.875000 Penalty: 1939.966309
	Iteration 0F: 2 clusters Score -269886.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -266914.343750 Penalty: 3879.932617
	Iteration 0F: 3 clusters Score -266914.3 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -267425.593750 Penalty: 3879.932617
	Iteration 1F: 3 clusters Score -267425.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -267570.500000 Penalty: 3879.932617
	Iteration 2F: 3 clusters Score -267570.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -267664.250000 Penalty: 3879.932617
	Iteration 3Q: 3 clusters Score -267664.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -267736.500000 Penalty: 3879.932617
	Iteration 4Q: 3 clusters Score -267736.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -267790.093750 Penalty: 3879.932617
	Iteration 5Q: 3 clusters Score -267790.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -267828.625000 Penalty: 3879.932617
	Iteration 6Q: 3 clusters Score -267828.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -267861.687500 Penalty: 3879.932617
	Iteration 7Q: 3 clusters Score -267861.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -267889.062500 Penalty: 3879.932617
	Iteration 8Q: 3 clusters Score -267889.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -267907.875000 Penalty: 3879.932617
	Iteration 9Q: 3 clusters Score -267907.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -267924.031250 Penalty: 3879.932617
	Iteration 10Q: 3 clusters Score -267924 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -267940.062500 Penalty: 3879.932617
	Iteration 11Q: 3 clusters Score -267940.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -267958.156250 Penalty: 3879.932617
	Iteration 12Q: 3 clusters Score -267958.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -267977.531250 Penalty: 3879.932617
	Iteration 13Q: 3 clusters Score -267977.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -268000.187500 Penalty: 3879.932617
	Iteration 14Q: 3 clusters Score -268000.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -268025.000000 Penalty: 3879.932617
	Iteration 15Q: 3 clusters Score -268025 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -268038.968750 Penalty: 3879.932617
	Iteration 16Q: 3 clusters Score -268039 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -268055.531250 Penalty: 3879.932617
	Iteration 17Q: 3 clusters Score -268055.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -268066.562500 Penalty: 3879.932617
	Iteration 18Q: 3 clusters Score -268066.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -268076.843750 Penalty: 3879.932617
	Iteration 19Q: 3 clusters Score -268076.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -268093.250000 Penalty: 3879.932617
	Iteration 20F: 3 clusters Score -268093.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -268120.500000 Penalty: 3879.932617
	Iteration 21Q: 3 clusters Score -268120.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -268156.687500 Penalty: 3879.932617
	Iteration 22Q: 3 clusters Score -268156.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -268187.156250 Penalty: 3879.932617
	Iteration 23Q: 3 clusters Score -268187.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -268201.531250 Penalty: 3879.932617
	Iteration 24Q: 3 clusters Score -268201.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -268217.093750 Penalty: 3879.932617
	Iteration 25Q: 3 clusters Score -268217.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -268243.750000 Penalty: 3879.932617
	Iteration 26Q: 3 clusters Score -268243.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -268275.093750 Penalty: 3879.932617
	Iteration 27Q: 3 clusters Score -268275.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -268316.343750 Penalty: 3879.932617
	Iteration 28Q: 3 clusters Score -268316.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -268353.562500 Penalty: 3879.932617
	Iteration 29Q: 3 clusters Score -268353.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -268389.000000 Penalty: 3879.932617
	Iteration 30Q: 3 clusters Score -268389 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -268420.531250 Penalty: 3879.932617
	Iteration 31Q: 3 clusters Score -268420.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -268430.562500 Penalty: 3879.932617
	Iteration 32Q: 3 clusters Score -268430.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -268438.562500 Penalty: 3879.932617
	Iteration 33Q: 3 clusters Score -268438.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -268442.312500 Penalty: 3879.932617
	Iteration 34Q: 3 clusters Score -268442.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -268445.281250 Penalty: 3879.932617
	Iteration 35Q: 3 clusters Score -268445.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -268450.718750 Penalty: 3879.932617
	Iteration 36Q: 3 clusters Score -268450.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -268457.343750 Penalty: 3879.932617
	Iteration 37Q: 3 clusters Score -268457.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -268464.093750 Penalty: 3879.932617
	Iteration 38Q: 3 clusters Score -268464.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -268465.093750 Penalty: 3879.932617
	Iteration 39Q: 3 clusters Score -268465.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -268465.562500 Penalty: 3879.932617
	Iteration 40F: 3 clusters Score -268465.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -268465.843750 Penalty: 3879.932617
	Iteration 41Q: 3 clusters Score -268465.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -268467.218750 Penalty: 3879.932617
	Iteration 42Q: 3 clusters Score -268467.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -268467.343750 Penalty: 3879.932617
	Iteration 43Q: 3 clusters Score -268467.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -268469.500000 Penalty: 3879.932617
	Iteration 44Q: 3 clusters Score -268469.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -268470.406250 Penalty: 3879.932617
	Iteration 45Q: 3 clusters Score -268470.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -268470.406250 Penalty: 3879.932617
	Iteration 46F: 3 clusters Score -268470.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Entering Unmasked Estep 
Score: -1435606.250000 Penalty: 2357.208740
	Iteration 0F: 2 clusters Score -1435606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1425674.875000 Penalty: 4714.417480
	Iteration 0F: 3 clusters Score -1425675 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1428703.250000 Penalty: 4714.417480
	Iteration 1F: 3 clusters Score -1428703 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1429050.625000 Penalty: 4714.417480
	Iteration 2F: 3 clusters Score -1429051 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1429366.375000 Penalty: 4714.417480
	Iteration 3F: 3 clusters Score -1429366 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1429634.000000 Penalty: 4714.417480
	Iteration 4Q: 3 clusters Score -1429634 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1429934.000000 Penalty: 4714.417480
	Iteration 5Q: 3 clusters Score -1429934 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1430284.750000 Penalty: 4714.417480
	Iteration 6Q: 3 clusters Score -1430285 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1430702.875000 Penalty: 4714.417480
	Iteration 7F: 3 clusters Score -1430703 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1431193.125000 Penalty: 4714.417480
	Iteration 8F: 3 clusters Score -1431193 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1431742.250000 Penalty: 4714.417480
	Iteration 9F: 3 clusters Score -1431742 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1432276.250000 Penalty: 4714.417480
	Iteration 10F: 3 clusters Score -1432276 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1432711.250000 Penalty: 4714.417480
	Iteration 11Q: 3 clusters Score -1432711 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1433011.250000 Penalty: 4714.417480
	Iteration 12Q: 3 clusters Score -1433011 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1433222.750000 Penalty: 4714.417480
	Iteration 13Q: 3 clusters Score -1433223 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1433390.125000 Penalty: 4714.417480
	Iteration 14Q: 3 clusters Score -1433390 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1433506.375000 Penalty: 4714.417480
	Iteration 15Q: 3 clusters Score -1433506 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1433575.875000 Penalty: 4714.417480
	Iteration 16Q: 3 clusters Score -1433576 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1433639.000000 Penalty: 4714.417480
	Iteration 17Q: 3 clusters Score -1433639 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1433686.750000 Penalty: 4714.417480
	Iteration 18Q: 3 clusters Score -1433687 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1433721.375000 Penalty: 4714.417480
	Iteration 19Q: 3 clusters Score -1433721 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1433741.250000 Penalty: 4714.417480
	Iteration 20F: 3 clusters Score -1433741 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -1433753.500000 Penalty: 4714.417480
	Iteration 21Q: 3 clusters Score -1433754 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1433767.750000 Penalty: 4714.417480
	Iteration 22Q: 3 clusters Score -1433768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1433774.375000 Penalty: 4714.417480
	Iteration 23Q: 3 clusters Score -1433774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1433778.625000 Penalty: 4714.417480
	Iteration 24Q: 3 clusters Score -1433779 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1433791.625000 Penalty: 4714.417480
	Iteration 25Q: 3 clusters Score -1433792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1433794.625000 Penalty: 4714.417480
	Iteration 26Q: 3 clusters Score -1433795 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1433801.875000 Penalty: 4714.417480
	Iteration 27Q: 3 clusters Score -1433802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1433807.250000 Penalty: 4714.417480
	Iteration 28Q: 3 clusters Score -1433807 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1433811.250000 Penalty: 4714.417480
	Iteration 29Q: 3 clusters Score -1433811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1433815.250000 Penalty: 4714.417480
	Iteration 30Q: 3 clusters Score -1433815 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1433817.875000 Penalty: 4714.417480
	Iteration 31Q: 3 clusters Score -1433818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1433820.750000 Penalty: 4714.417480
	Iteration 32Q: 3 clusters Score -1433821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1433822.000000 Penalty: 4714.417480
	Iteration 33Q: 3 clusters Score -1433822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1433822.750000 Penalty: 4714.417480
	Iteration 34Q: 3 clusters Score -1433823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1433831.375000 Penalty: 4714.417480
	Iteration 35Q: 3 clusters Score -1433831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1433835.750000 Penalty: 4714.417480
	Iteration 36Q: 3 clusters Score -1433836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1433843.625000 Penalty: 4714.417480
	Iteration 37Q: 3 clusters Score -1433844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1433850.875000 Penalty: 4714.417480
	Iteration 38Q: 3 clusters Score -1433851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1433853.500000 Penalty: 4714.417480
	Iteration 39Q: 3 clusters Score -1433854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1433860.125000 Penalty: 4714.417480
	Iteration 40F: 3 clusters Score -1433860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1433864.500000 Penalty: 4714.417480
	Iteration 41Q: 3 clusters Score -1433864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1433867.750000 Penalty: 4714.417480
	Iteration 42Q: 3 clusters Score -1433868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1433867.375000 Penalty: 4714.417480
	Iteration 43Q: 3 clusters Score -1433867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1433870.125000 Penalty: 4714.417480
	Iteration 44Q: 3 clusters Score -1433870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1433870.000000 Penalty: 4714.417480
	Iteration 45Q: 3 clusters Score -1433870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1433872.750000 Penalty: 4714.417480
	Iteration 46Q: 3 clusters Score -1433873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1433871.000000 Penalty: 4714.417480
	Iteration 47Q: 3 clusters Score -1433871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1433871.000000 Penalty: 4714.417480
	Iteration 48F: 3 clusters Score -1433871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Entering Unmasked Estep 
Score: -167606.843750 Penalty: 1826.878418
	Iteration 0F: 2 clusters Score -167606.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -165245.187500 Penalty: 3653.756836
	Iteration 0F: 3 clusters Score -165245.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -165573.062500 Penalty: 3653.756836
	Iteration 1F: 3 clusters Score -165573.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -165712.796875 Penalty: 3653.756836
	Iteration 2F: 3 clusters Score -165712.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -165780.468750 Penalty: 3653.756836
	Iteration 3Q: 3 clusters Score -165780.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -165809.875000 Penalty: 3653.756836
	Iteration 4Q: 3 clusters Score -165809.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -165833.765625 Penalty: 3653.756836
	Iteration 5Q: 3 clusters Score -165833.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -165851.125000 Penalty: 3653.756836
	Iteration 6Q: 3 clusters Score -165851.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -165868.078125 Penalty: 3653.756836
	Iteration 7Q: 3 clusters Score -165868.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -165880.031250 Penalty: 3653.756836
	Iteration 8Q: 3 clusters Score -165880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -165888.968750 Penalty: 3653.756836
	Iteration 9Q: 3 clusters Score -165889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -165896.656250 Penalty: 3653.756836
	Iteration 10Q: 3 clusters Score -165896.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -165900.750000 Penalty: 3653.756836
	Iteration 11Q: 3 clusters Score -165900.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -165903.437500 Penalty: 3653.756836
	Iteration 12Q: 3 clusters Score -165903.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -165906.875000 Penalty: 3653.756836
	Iteration 13Q: 3 clusters Score -165906.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -165909.859375 Penalty: 3653.756836
	Iteration 14Q: 3 clusters Score -165909.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -165912.281250 Penalty: 3653.756836
	Iteration 15Q: 3 clusters Score -165912.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -165913.937500 Penalty: 3653.756836
	Iteration 16Q: 3 clusters Score -165913.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -165917.093750 Penalty: 3653.756836
	Iteration 17Q: 3 clusters Score -165917.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -165919.750000 Penalty: 3653.756836
	Iteration 18Q: 3 clusters Score -165919.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -165920.359375 Penalty: 3653.756836
	Iteration 19Q: 3 clusters Score -165920.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -165923.046875 Penalty: 3653.756836
	Iteration 20F: 3 clusters Score -165923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -165925.781250 Penalty: 3653.756836
	Iteration 21Q: 3 clusters Score -165925.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -165925.781250 Penalty: 3653.756836
	Iteration 22F: 3 clusters Score -165925.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -13971.347656 Penalty: 1280.866943
	Iteration 0F: 2 clusters Score -13971.35 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 85 members 
Entering Unmasked Estep 
Score: -13016.317383 Penalty: 2561.733887
	Iteration 0F: 3 clusters Score -13016.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13107.613281 Penalty: 2561.733887
	Iteration 1F: 3 clusters Score -13107.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -13123.233398 Penalty: 2561.733887
	Iteration 2Q: 3 clusters Score -13123.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -13138.425781 Penalty: 2561.733887
	Iteration 3Q: 3 clusters Score -13138.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -13142.692383 Penalty: 2561.733887
	Iteration 4Q: 3 clusters Score -13142.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -13142.692383 Penalty: 2561.733887
	Iteration 5F: 3 clusters Score -13142.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37615 members 
Entering Unmasked Estep 
Score: -4149311.500000 Penalty: 2612.719238
	Iteration 0F: 2 clusters Score -4149312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -4123684.750000 Penalty: 5225.438477
	Iteration 0F: 3 clusters Score -4123685 nChanged 17199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -4133068.000000 Penalty: 5225.438477
	Iteration 1F: 3 clusters Score -4133068 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -4133646.000000 Penalty: 5225.438477
	Iteration 2Q: 3 clusters Score -4133646 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -4134245.250000 Penalty: 5225.438477
	Iteration 3Q: 3 clusters Score -4134245 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -4134999.500000 Penalty: 5225.438477
	Iteration 4Q: 3 clusters Score -4135000 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -4136002.750000 Penalty: 5225.438477
	Iteration 5Q: 3 clusters Score -4136003 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -4137421.000000 Penalty: 5225.438477
	Iteration 6F: 3 clusters Score -4137421 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -4139354.000000 Penalty: 5225.438477
	Iteration 7F: 3 clusters Score -4139354 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 31108 members 
Entering Unmasked Estep 
Score: -4141493.500000 Penalty: 5225.438477
	Iteration 8F: 3 clusters Score -4141494 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 33316 members 
Entering Unmasked Estep 
Score: -4143441.750000 Penalty: 5225.438477
	Iteration 9F: 3 clusters Score -4143442 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -4144930.500000 Penalty: 5225.438477
	Iteration 10Q: 3 clusters Score -4144930 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
Score: -4145843.250000 Penalty: 5225.438477
	Iteration 11Q: 3 clusters Score -4145843 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 36602 members 
Entering Unmasked Estep 
Score: -4146341.750000 Penalty: 5225.438477
	Iteration 12Q: 3 clusters Score -4146342 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 36880 members 
Entering Unmasked Estep 
Score: -4146586.750000 Penalty: 5225.438477
	Iteration 13Q: 3 clusters Score -4146587 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -4146742.000000 Penalty: 5225.438477
	Iteration 14Q: 3 clusters Score -4146742 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 37111 members 
Entering Unmasked Estep 
Score: -4146819.750000 Penalty: 5225.438477
	Iteration 15Q: 3 clusters Score -4146820 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
Score: -4146867.750000 Penalty: 5225.438477
	Iteration 16Q: 3 clusters Score -4146868 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -4146908.750000 Penalty: 5225.438477
	Iteration 17Q: 3 clusters Score -4146909 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -4146932.500000 Penalty: 5225.438477
	Iteration 18Q: 3 clusters Score -4146932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 37222 members 
Entering Unmasked Estep 
Score: -4146951.500000 Penalty: 5225.438477
	Iteration 19Q: 3 clusters Score -4146952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -4146971.750000 Penalty: 5225.438477
	Iteration 20F: 3 clusters Score -4146972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 37249 members 
Entering Unmasked Estep 
Score: -4146996.500000 Penalty: 5225.438477
	Iteration 21Q: 3 clusters Score -4146996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 37255 members 
Entering Unmasked Estep 
Score: -4147000.000000 Penalty: 5225.438477
	Iteration 22Q: 3 clusters Score -4147000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 37260 members 
Entering Unmasked Estep 
Score: -4147008.500000 Penalty: 5225.438477
	Iteration 23Q: 3 clusters Score -4147008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -4147013.000000 Penalty: 5225.438477
	Iteration 24Q: 3 clusters Score -4147013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
Score: -4147016.000000 Penalty: 5225.438477
	Iteration 25Q: 3 clusters Score -4147016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -4147022.250000 Penalty: 5225.438477
	Iteration 26Q: 3 clusters Score -4147022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 37275 members 
Entering Unmasked Estep 
Score: -4147029.750000 Penalty: 5225.438477
	Iteration 27Q: 3 clusters Score -4147030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 37279 members 
Entering Unmasked Estep 
Score: -4147036.750000 Penalty: 5225.438477
	Iteration 28Q: 3 clusters Score -4147037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 37279 members 
Entering Unmasked Estep 
Score: -4147041.000000 Penalty: 5225.438477
	Iteration 29Q: 3 clusters Score -4147041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 37280 members 
Entering Unmasked Estep 
Score: -4147043.750000 Penalty: 5225.438477
	Iteration 30Q: 3 clusters Score -4147044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 37282 members 
Entering Unmasked Estep 
Score: -4147049.250000 Penalty: 5225.438477
	Iteration 31Q: 3 clusters Score -4147049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 37281 members 
Entering Unmasked Estep 
Score: -4147047.750000 Penalty: 5225.438477
	Iteration 32Q: 3 clusters Score -4147048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
Score: -4147059.000000 Penalty: 5225.438477
	Iteration 33Q: 3 clusters Score -4147059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -4147063.250000 Penalty: 5225.438477
	Iteration 34Q: 3 clusters Score -4147063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 37292 members 
Entering Unmasked Estep 
Score: -4147071.500000 Penalty: 5225.438477
	Iteration 35Q: 3 clusters Score -4147072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -4147077.250000 Penalty: 5225.438477
	Iteration 36Q: 3 clusters Score -4147077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -4147078.250000 Penalty: 5225.438477
	Iteration 37Q: 3 clusters Score -4147078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 37294 members 
Entering Unmasked Estep 
Score: -4147080.250000 Penalty: 5225.438477
	Iteration 38Q: 3 clusters Score -4147080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -4147082.750000 Penalty: 5225.438477
	Iteration 39Q: 3 clusters Score -4147083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -4147083.500000 Penalty: 5225.438477
	Iteration 40F: 3 clusters Score -4147084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 37294 members 
Entering Unmasked Estep 
Score: -4147087.250000 Penalty: 5225.438477
	Iteration 41Q: 3 clusters Score -4147087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 37294 members 
Entering Unmasked Estep 
Score: -4147088.250000 Penalty: 5225.438477
	Iteration 42Q: 3 clusters Score -4147088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -4147094.000000 Penalty: 5225.438477
	Iteration 43Q: 3 clusters Score -4147094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -4147095.750000 Penalty: 5225.438477
	Iteration 44Q: 3 clusters Score -4147096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -4147096.250000 Penalty: 5225.438477
	Iteration 45Q: 3 clusters Score -4147096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -4147096.250000 Penalty: 5225.438477
	Iteration 46F: 3 clusters Score -4147096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Entering Unmasked Estep 
Score: -225332.046875 Penalty: 1888.960449
	Iteration 0F: 2 clusters Score -225332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -222678.468750 Penalty: 3777.920898
	Iteration 0F: 3 clusters Score -222678.5 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -223125.515625 Penalty: 3777.920898
	Iteration 1F: 3 clusters Score -223125.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -223251.484375 Penalty: 3777.920898
	Iteration 2F: 3 clusters Score -223251.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -223328.281250 Penalty: 3777.920898
	Iteration 3Q: 3 clusters Score -223328.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -223376.546875 Penalty: 3777.920898
	Iteration 4Q: 3 clusters Score -223376.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -223396.593750 Penalty: 3777.920898
	Iteration 5Q: 3 clusters Score -223396.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -223412.953125 Penalty: 3777.920898
	Iteration 6Q: 3 clusters Score -223413 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -223428.406250 Penalty: 3777.920898
	Iteration 7Q: 3 clusters Score -223428.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -223443.250000 Penalty: 3777.920898
	Iteration 8Q: 3 clusters Score -223443.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -223452.734375 Penalty: 3777.920898
	Iteration 9Q: 3 clusters Score -223452.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -223461.078125 Penalty: 3777.920898
	Iteration 10Q: 3 clusters Score -223461.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -223466.531250 Penalty: 3777.920898
	Iteration 11Q: 3 clusters Score -223466.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -223469.750000 Penalty: 3777.920898
	Iteration 12Q: 3 clusters Score -223469.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -223472.375000 Penalty: 3777.920898
	Iteration 13Q: 3 clusters Score -223472.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -223478.281250 Penalty: 3777.920898
	Iteration 14Q: 3 clusters Score -223478.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -223481.375000 Penalty: 3777.920898
	Iteration 15Q: 3 clusters Score -223481.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -223483.656250 Penalty: 3777.920898
	Iteration 16Q: 3 clusters Score -223483.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -223485.265625 Penalty: 3777.920898
	Iteration 17Q: 3 clusters Score -223485.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -223485.875000 Penalty: 3777.920898
	Iteration 18Q: 3 clusters Score -223485.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -223486.625000 Penalty: 3777.920898
	Iteration 19Q: 3 clusters Score -223486.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -223486.625000 Penalty: 3777.920898
	Iteration 20F: 3 clusters Score -223486.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (139809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139809 members 
Entering Unmasked Estep 
Score: -14318856.000000 Penalty: 2938.312256
	Iteration 0F: 2 clusters Score -1.431886e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69647 members 
Mstep: Class 2 contains 70162 members 
Entering Unmasked Estep 
Score: -14225360.000000 Penalty: 5876.624512
	Iteration 0F: 3 clusters Score -1.422536e+07 nChanged 66928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65837 members 
Mstep: Class 2 contains 73972 members 
Entering Unmasked Estep 
Score: -14264548.000000 Penalty: 5876.624512
	Iteration 1F: 3 clusters Score -1.426455e+07 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64015 members 
Mstep: Class 2 contains 75794 members 
Entering Unmasked Estep 
Score: -14265935.000000 Penalty: 5876.624512
	Iteration 2Q: 3 clusters Score -1.426594e+07 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61342 members 
Mstep: Class 2 contains 78467 members 
Entering Unmasked Estep 
Score: -14267972.000000 Penalty: 5876.624512
	Iteration 3Q: 3 clusters Score -1.426797e+07 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57741 members 
Mstep: Class 2 contains 82068 members 
Entering Unmasked Estep 
Score: -14270878.000000 Penalty: 5876.624512
	Iteration 4Q: 3 clusters Score -1.427088e+07 nChanged 7627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52590 members 
Mstep: Class 2 contains 87219 members 
Entering Unmasked Estep 
Score: -14275644.000000 Penalty: 5876.624512
	Iteration 5F: 3 clusters Score -1.427564e+07 nChanged 8839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46173 members 
Mstep: Class 2 contains 93636 members 
Entering Unmasked Estep 
Score: -14282187.000000 Penalty: 5876.624512
	Iteration 6F: 3 clusters Score -1.428219e+07 nChanged 9483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 101143 members 
Entering Unmasked Estep 
Score: -14290260.000000 Penalty: 5876.624512
	Iteration 7F: 3 clusters Score -1.429026e+07 nChanged 9190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 108871 members 
Entering Unmasked Estep 
Score: -14298276.000000 Penalty: 5876.624512
	Iteration 8F: 3 clusters Score -1.429828e+07 nChanged 7826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 115639 members 
Entering Unmasked Estep 
Score: -14305233.000000 Penalty: 5876.624512
	Iteration 9F: 3 clusters Score -1.430523e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 120899 members 
Entering Unmasked Estep 
Score: -14310680.000000 Penalty: 5876.624512
	Iteration 10Q: 3 clusters Score -1.431068e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 124495 members 
Entering Unmasked Estep 
Score: -14313962.000000 Penalty: 5876.624512
	Iteration 11Q: 3 clusters Score -1.431396e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 126930 members 
Entering Unmasked Estep 
Score: -14315684.000000 Penalty: 5876.624512
	Iteration 12Q: 3 clusters Score -1.431568e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 128652 members 
Entering Unmasked Estep 
Score: -14316586.000000 Penalty: 5876.624512
	Iteration 13Q: 3 clusters Score -1.431659e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 129914 members 
Entering Unmasked Estep 
Score: -14317284.000000 Penalty: 5876.624512
	Iteration 14Q: 3 clusters Score -1.431728e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 130817 members 
Entering Unmasked Estep 
Score: -14317618.000000 Penalty: 5876.624512
	Iteration 15Q: 3 clusters Score -1.431762e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 131517 members 
Entering Unmasked Estep 
Score: -14317898.000000 Penalty: 5876.624512
	Iteration 16Q: 3 clusters Score -1.43179e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 132071 members 
Entering Unmasked Estep 
Score: -14318071.000000 Penalty: 5876.624512
	Iteration 17Q: 3 clusters Score -1.431807e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 132503 members 
Entering Unmasked Estep 
Score: -14318202.000000 Penalty: 5876.624512
	Iteration 18Q: 3 clusters Score -1.43182e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 132837 members 
Entering Unmasked Estep 
Score: -14318275.000000 Penalty: 5876.624512
	Iteration 19Q: 3 clusters Score -1.431828e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 133093 members 
Entering Unmasked Estep 
Score: -14318349.000000 Penalty: 5876.624512
	Iteration 20F: 3 clusters Score -1.431835e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 133298 members 
Entering Unmasked Estep 
Score: -14318328.000000 Penalty: 5876.624512
	Iteration 21Q: 3 clusters Score -1.431833e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 133495 members 
Entering Unmasked Estep 
Score: -14318432.000000 Penalty: 5876.624512
	Iteration 22Q: 3 clusters Score -1.431843e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 133635 members 
Entering Unmasked Estep 
Score: -14318404.000000 Penalty: 5876.624512
	Iteration 23Q: 3 clusters Score -1.43184e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 133727 members 
Entering Unmasked Estep 
Score: -14318454.000000 Penalty: 5876.624512
	Iteration 24Q: 3 clusters Score -1.431845e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 133824 members 
Entering Unmasked Estep 
Score: -14318465.000000 Penalty: 5876.624512
	Iteration 25Q: 3 clusters Score -1.431846e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 133901 members 
Entering Unmasked Estep 
Score: -14318504.000000 Penalty: 5876.624512
	Iteration 26Q: 3 clusters Score -1.43185e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 133966 members 
Entering Unmasked Estep 
Score: -14318477.000000 Penalty: 5876.624512
	Iteration 27Q: 3 clusters Score -1.431848e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 134034 members 
Entering Unmasked Estep 
Score: -14318498.000000 Penalty: 5876.624512
	Iteration 28Q: 3 clusters Score -1.43185e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 134100 members 
Entering Unmasked Estep 
Score: -14318437.000000 Penalty: 5876.624512
	Iteration 29Q: 3 clusters Score -1.431844e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 134157 members 
Entering Unmasked Estep 
Score: -14318479.000000 Penalty: 5876.624512
	Iteration 30Q: 3 clusters Score -1.431848e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 134208 members 
Entering Unmasked Estep 
Score: -14318493.000000 Penalty: 5876.624512
	Iteration 31Q: 3 clusters Score -1.431849e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 134235 members 
Entering Unmasked Estep 
Score: -14318534.000000 Penalty: 5876.624512
	Iteration 32Q: 3 clusters Score -1.431853e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 134276 members 
Entering Unmasked Estep 
Score: -14318531.000000 Penalty: 5876.624512
	Iteration 33Q: 3 clusters Score -1.431853e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 134315 members 
Entering Unmasked Estep 
Score: -14318564.000000 Penalty: 5876.624512
	Iteration 34Q: 3 clusters Score -1.431856e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 134349 members 
Entering Unmasked Estep 
Score: -14318573.000000 Penalty: 5876.624512
	Iteration 35Q: 3 clusters Score -1.431857e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 134380 members 
Entering Unmasked Estep 
Score: -14318588.000000 Penalty: 5876.624512
	Iteration 36Q: 3 clusters Score -1.431859e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 134408 members 
Entering Unmasked Estep 
Score: -14318563.000000 Penalty: 5876.624512
	Iteration 37Q: 3 clusters Score -1.431856e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 134430 members 
Entering Unmasked Estep 
Score: -14318563.000000 Penalty: 5876.624512
	Iteration 38Q: 3 clusters Score -1.431856e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 134449 members 
Entering Unmasked Estep 
Score: -14318596.000000 Penalty: 5876.624512
	Iteration 39Q: 3 clusters Score -1.43186e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 134467 members 
Entering Unmasked Estep 
Score: -14318605.000000 Penalty: 5876.624512
	Iteration 40F: 3 clusters Score -1.43186e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 134483 members 
Entering Unmasked Estep 
Score: -14318571.000000 Penalty: 5876.624512
	Iteration 41Q: 3 clusters Score -1.431857e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 134501 members 
Entering Unmasked Estep 
Score: -14318569.000000 Penalty: 5876.624512
	Iteration 42Q: 3 clusters Score -1.431857e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 134515 members 
Entering Unmasked Estep 
Score: -14318560.000000 Penalty: 5876.624512
	Iteration 43Q: 3 clusters Score -1.431856e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 134528 members 
Entering Unmasked Estep 
Score: -14318605.000000 Penalty: 5876.624512
	Iteration 44Q: 3 clusters Score -1.43186e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 134539 members 
Entering Unmasked Estep 
Score: -14318604.000000 Penalty: 5876.624512
	Iteration 45Q: 3 clusters Score -1.43186e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 134553 members 
Entering Unmasked Estep 
Score: -14318591.000000 Penalty: 5876.624512
	Iteration 46Q: 3 clusters Score -1.431859e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 134564 members 
Entering Unmasked Estep 
Score: -14318558.000000 Penalty: 5876.624512
	Iteration 47Q: 3 clusters Score -1.431856e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 134571 members 
Entering Unmasked Estep 
Score: -14318609.000000 Penalty: 5876.624512
	Iteration 48Q: 3 clusters Score -1.431861e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 134584 members 
Entering Unmasked Estep 
Score: -14318550.000000 Penalty: 5876.624512
	Iteration 49Q: 3 clusters Score -1.431855e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 134590 members 
Entering Unmasked Estep 
Score: -14318576.000000 Penalty: 5876.624512
	Iteration 50Q: 3 clusters Score -1.431858e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 134600 members 
Entering Unmasked Estep 
Score: -14318620.000000 Penalty: 5876.624512
	Iteration 51Q: 3 clusters Score -1.431862e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 134608 members 
Entering Unmasked Estep 
Score: -14318586.000000 Penalty: 5876.624512
	Iteration 52Q: 3 clusters Score -1.431859e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 134627 members 
Entering Unmasked Estep 
Score: -14318575.000000 Penalty: 5876.624512
	Iteration 53Q: 3 clusters Score -1.431858e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 134635 members 
Entering Unmasked Estep 
Score: -14318585.000000 Penalty: 5876.624512
	Iteration 54Q: 3 clusters Score -1.431858e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 134637 members 
Entering Unmasked Estep 
Score: -14318574.000000 Penalty: 5876.624512
	Iteration 55Q: 3 clusters Score -1.431857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 134639 members 
Entering Unmasked Estep 
Score: -14318562.000000 Penalty: 5876.624512
	Iteration 56Q: 3 clusters Score -1.431856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 134640 members 
Entering Unmasked Estep 
Score: -14318572.000000 Penalty: 5876.624512
	Iteration 57Q: 3 clusters Score -1.431857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 134643 members 
Entering Unmasked Estep 
Score: -14318556.000000 Penalty: 5876.624512
	Iteration 58Q: 3 clusters Score -1.431856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 134645 members 
Entering Unmasked Estep 
Score: -14318562.000000 Penalty: 5876.624512
	Iteration 59Q: 3 clusters Score -1.431856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 134648 members 
Entering Unmasked Estep 
Score: -14318572.000000 Penalty: 5876.624512
	Iteration 60F: 3 clusters Score -1.431857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 134651 members 
Entering Unmasked Estep 
Score: -14318575.000000 Penalty: 5876.624512
	Iteration 61Q: 3 clusters Score -1.431858e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 134651 members 
Entering Unmasked Estep 
Score: -14318567.000000 Penalty: 5876.624512
	Iteration 62Q: 3 clusters Score -1.431857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 134652 members 
Entering Unmasked Estep 
Score: -14318566.000000 Penalty: 5876.624512
	Iteration 63Q: 3 clusters Score -1.431857e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 134652 members 
Entering Unmasked Estep 
Score: -14318566.000000 Penalty: 5876.624512
	Iteration 64F: 3 clusters Score -1.431857e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Entering Unmasked Estep 
Score: -349090.718750 Penalty: 2010.565186
	Iteration 0F: 2 clusters Score -349090.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -345624.375000 Penalty: 4021.130371
	Iteration 0F: 3 clusters Score -345624.4 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -346375.593750 Penalty: 4021.130371
	Iteration 1F: 3 clusters Score -346375.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -346562.562500 Penalty: 4021.130371
	Iteration 2F: 3 clusters Score -346562.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -346671.500000 Penalty: 4021.130371
	Iteration 3F: 3 clusters Score -346671.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -346744.718750 Penalty: 4021.130371
	Iteration 4Q: 3 clusters Score -346744.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -346791.812500 Penalty: 4021.130371
	Iteration 5Q: 3 clusters Score -346791.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -346830.875000 Penalty: 4021.130371
	Iteration 6Q: 3 clusters Score -346830.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -346865.687500 Penalty: 4021.130371
	Iteration 7Q: 3 clusters Score -346865.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -346901.687500 Penalty: 4021.130371
	Iteration 8Q: 3 clusters Score -346901.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -346932.906250 Penalty: 4021.130371
	Iteration 9Q: 3 clusters Score -346932.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -346957.531250 Penalty: 4021.130371
	Iteration 10Q: 3 clusters Score -346957.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -346985.906250 Penalty: 4021.130371
	Iteration 11Q: 3 clusters Score -346985.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -347015.781250 Penalty: 4021.130371
	Iteration 12Q: 3 clusters Score -347015.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -347036.125000 Penalty: 4021.130371
	Iteration 13Q: 3 clusters Score -347036.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -347052.468750 Penalty: 4021.130371
	Iteration 14Q: 3 clusters Score -347052.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -347068.687500 Penalty: 4021.130371
	Iteration 15Q: 3 clusters Score -347068.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -347088.281250 Penalty: 4021.130371
	Iteration 16Q: 3 clusters Score -347088.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -347100.250000 Penalty: 4021.130371
	Iteration 17Q: 3 clusters Score -347100.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -347110.531250 Penalty: 4021.130371
	Iteration 18Q: 3 clusters Score -347110.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -347124.062500 Penalty: 4021.130371
	Iteration 19Q: 3 clusters Score -347124.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -347140.031250 Penalty: 4021.130371
	Iteration 20F: 3 clusters Score -347140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -347153.656250 Penalty: 4021.130371
	Iteration 21Q: 3 clusters Score -347153.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -347164.093750 Penalty: 4021.130371
	Iteration 22Q: 3 clusters Score -347164.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -347172.843750 Penalty: 4021.130371
	Iteration 23Q: 3 clusters Score -347172.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -347178.031250 Penalty: 4021.130371
	Iteration 24Q: 3 clusters Score -347178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -347183.062500 Penalty: 4021.130371
	Iteration 25Q: 3 clusters Score -347183.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -347188.187500 Penalty: 4021.130371
	Iteration 26Q: 3 clusters Score -347188.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -347190.562500 Penalty: 4021.130371
	Iteration 27Q: 3 clusters Score -347190.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -347193.593750 Penalty: 4021.130371
	Iteration 28Q: 3 clusters Score -347193.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -347196.187500 Penalty: 4021.130371
	Iteration 29Q: 3 clusters Score -347196.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -347197.718750 Penalty: 4021.130371
	Iteration 30Q: 3 clusters Score -347197.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -347199.187500 Penalty: 4021.130371
	Iteration 31Q: 3 clusters Score -347199.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -347201.500000 Penalty: 4021.130371
	Iteration 32Q: 3 clusters Score -347201.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -347203.562500 Penalty: 4021.130371
	Iteration 33Q: 3 clusters Score -347203.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -347209.218750 Penalty: 4021.130371
	Iteration 34Q: 3 clusters Score -347209.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -347211.406250 Penalty: 4021.130371
	Iteration 35Q: 3 clusters Score -347211.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -347214.812500 Penalty: 4021.130371
	Iteration 36Q: 3 clusters Score -347214.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -347216.375000 Penalty: 4021.130371
	Iteration 37Q: 3 clusters Score -347216.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -347216.812500 Penalty: 4021.130371
	Iteration 38Q: 3 clusters Score -347216.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -347217.031250 Penalty: 4021.130371
	Iteration 39Q: 3 clusters Score -347217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -347217.031250 Penalty: 4021.130371
	Iteration 40F: 3 clusters Score -347217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Entering Unmasked Estep 
Score: -1441450.000000 Penalty: 2352.678711
	Iteration 0F: 2 clusters Score -1441450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1431813.250000 Penalty: 4705.357422
	Iteration 0F: 3 clusters Score -1431813 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1435051.375000 Penalty: 4705.357422
	Iteration 1F: 3 clusters Score -1435051 nChanged 1088
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1436014.500000 Penalty: 4705.357422
	Iteration 2F: 3 clusters Score -1436014 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1437313.750000 Penalty: 4705.357422
	Iteration 3F: 3 clusters Score -1437314 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1438483.750000 Penalty: 4705.357422
	Iteration 4F: 3 clusters Score -1438484 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -1439251 nChanged 674
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -1439662 nChanged 459
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -1439883 nChanged 290
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1440012 nChanged 231
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1440100 nChanged 171
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1440147.250000 Penalty: 4705.357422
	Iteration 10Q: 3 clusters Score -1440147 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1440176 nChanged 106
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1440203.125000 Penalty: 4705.357422
	Iteration 12Q: 3 clusters Score -1440203 nChanged 96
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1440221.125000 Penalty: 4705.357422
	Iteration 13Q: 3 clusters Score -1440221 nChanged 75
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1440236.125000 Penalty: 4705.357422
	Iteration 14Q: 3 clusters Score -1440236 nChanged 66
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1440246.500000 Penalty: 4705.357422
	Iteration 15Q: 3 clusters Score -1440246 nChanged 74
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1440259.625000 Penalty: 4705.357422
	Iteration 16Q: 3 clusters Score -1440260 nChanged 78
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1440274.250000 Penalty: 4705.357422
	Iteration 17Q: 3 clusters Score -1440274 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1440288.125000 Penalty: 4705.357422
	Iteration 18Q: 3 clusters Score -1440288 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1440294.625000 Penalty: 4705.357422
	Iteration 19Q: 3 clusters Score -1440295 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1440302.000000 Penalty: 4705.357422
	Iteration 20F: 3 clusters Score -1440302 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1440309.750000 Penalty: 4705.357422
	Iteration 21Q: 3 clusters Score -1440310 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1440320.375000 Penalty: 4705.357422
	Iteration 22Q: 3 clusters Score -1440320 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1440321.250000 Penalty: 4705.357422
	Iteration 23Q: 3 clusters Score -1440321 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1440333.750000 Penalty: 4705.357422
	Iteration 24Q: 3 clusters Score -1440334 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1440340.625000 Penalty: 4705.357422
	Iteration 25Q: 3 clusters Score -1440341 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1440345.250000 Penalty: 4705.357422
	Iteration 26Q: 3 clusters Score -1440345 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1440350.500000 Penalty: 4705.357422
	Iteration 27Q: 3 clusters Score -1440350 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1440356.875000 Penalty: 4705.357422
	Iteration 28Q: 3 clusters Score -1440357 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1440369.375000 Penalty: 4705.357422
	Iteration 29Q: 3 clusters Score -1440369 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1440378 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1440383.750000 Penalty: 4705.357422
	Iteration 31Q: 3 clusters Score -1440384 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1440387.875000 Penalty: 4705.357422
	Iteration 32Q: 3 clusters Score -1440388 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1440390.250000 Penalty: 4705.357422
	Iteration 33Q: 3 clusters Score -1440390 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1440402.000000 Penalty: 4705.357422
	Iteration 34Q: 3 clusters Score -1440402 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1440406.000000 Penalty: 4705.357422
	Iteration 35Q: 3 clusters Score -1440406 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1440410 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1440411 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1440424.500000 Penalty: 4705.357422
	Iteration 38Q: 3 clusters Score -1440424 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1440429.500000 Penalty: 4705.357422
	Iteration 39Q: 3 clusters Score -1440430 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1440436.375000 Penalty: 4705.357422
	Iteration 40F: 3 clusters Score -1440436 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1440439.250000 Penalty: 4705.357422
	Iteration 41Q: 3 clusters Score -1440439 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1440447.375000 Penalty: 4705.357422
	Iteration 42Q: 3 clusters Score -1440447 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1440449.375000 Penalty: 4705.357422
	Iteration 43Q: 3 clusters Score -1440449 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1440447.875000 Penalty: 4705.357422
	Iteration 44Q: 3 clusters Score -1440448 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1440453.750000 Penalty: 4705.357422
	Iteration 45Q: 3 clusters Score -1440454 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1440462.375000 Penalty: 4705.357422
	Iteration 46Q: 3 clusters Score -1440462 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1440465.375000 Penalty: 4705.357422
	Iteration 47Q: 3 clusters Score -1440465 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1440470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1440475.125000 Penalty: 4705.357422
	Iteration 49Q: 3 clusters Score -1440475 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1440479.250000 Penalty: 4705.357422
	Iteration 50Q: 3 clusters Score -1440479 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1440483.625000 Penalty: 4705.357422
	Iteration 51Q: 3 clusters Score -1440484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1440484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1440485.625000 Penalty: 4705.357422
	Iteration 53Q: 3 clusters Score -1440486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1440486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1440488.625000 Penalty: 4705.357422
	Iteration 55Q: 3 clusters Score -1440489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1440486.000000 Penalty: 4705.357422
	Iteration 56Q: 3 clusters Score -1440486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1440483.500000 Penalty: 4705.357422
	Iteration 57Q: 3 clusters Score -1440484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1440485.625000 Penalty: 4705.357422
	Iteration 58Q: 3 clusters Score -1440486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1440487.625000 Penalty: 4705.357422
	Iteration 59Q: 3 clusters Score -1440488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1440492.125000 Penalty: 4705.357422
	Iteration 60F: 3 clusters Score -1440492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1440495.375000 Penalty: 4705.357422
	Iteration 61Q: 3 clusters Score -1440495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1440495 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1440495 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1440496.250000 Penalty: 4705.357422
	Iteration 64Q: 3 clusters Score -1440496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1440496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1440502.250000 Penalty: 4705.357422
	Iteration 66Q: 3 clusters Score -1440502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1440505.875000 Penalty: 4705.357422
	Iteration 67Q: 3 clusters Score -1440506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1440508.125000 Penalty: 4705.357422
	Iteration 68Q: 3 clusters Score -1440508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1440506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1440509.625000 Penalty: 4705.357422
	Iteration 70Q: 3 clusters Score -1440510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1440513.625000 Penalty: 4705.357422
	Iteration 71Q: 3 clusters Score -1440514 nChanged 14
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Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1440514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1440511.500000 Penalty: 4705.357422
	Iteration 73Q: 3 clusters Score -1440512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1440514.250000 Penalty: 4705.357422
	Iteration 74Q: 3 clusters Score -1440514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1440514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1440515.125000 Penalty: 4705.357422
	Iteration 76Q: 3 clusters Score -1440515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1440515 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1440516.000000 Penalty: 4705.357422
	Iteration 78Q: 3 clusters Score -1440516 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1440514 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1440516 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1440517 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1440518 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1440521.875000 Penalty: 4705.357422
	Iteration 83Q: 3 clusters Score -1440522 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1440522 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1440521 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1440523.375000 Penalty: 4705.357422
	Iteration 86Q: 3 clusters Score -1440523 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
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Entering Unmasked Estep 
Score: -1440519.000000 Penalty: 4705.357422
	Iteration 87Q: 3 clusters Score -1440519 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1440520 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1440520 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1440518 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1440520 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1440522.125000 Penalty: 4705.357422
	Iteration 92Q: 3 clusters Score -1440522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1440522 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1440526.375000 Penalty: 4705.357422
	Iteration 94Q: 3 clusters Score -1440526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1440526.000000 Penalty: 4705.357422
	Iteration 95Q: 3 clusters Score -1440526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1440527.750000 Penalty: 4705.357422
	Iteration 96Q: 3 clusters Score -1440528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1440527.625000 Penalty: 4705.357422
	Iteration 97Q: 3 clusters Score -1440528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1440528.500000 Penalty: 4705.357422
	Iteration 98Q: 3 clusters Score -1440528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1440531.375000 Penalty: 4705.357422
	Iteration 99Q: 3 clusters Score -1440531 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1440528.250000 Penalty: 4705.357422
	Iteration 100F: 3 clusters Score -1440528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1440531.125000 Penalty: 4705.357422
	Iteration 101Q: 3 clusters Score -1440531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1440532.375000 Penalty: 4705.357422
	Iteration 102Q: 3 clusters Score -1440532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1440532.875000 Penalty: 4705.357422
	Iteration 103Q: 3 clusters Score -1440533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1440537.250000 Penalty: 4705.357422
	Iteration 104Q: 3 clusters Score -1440537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1440539.250000 Penalty: 4705.357422
	Iteration 105Q: 3 clusters Score -1440539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1440540.875000 Penalty: 4705.357422
	Iteration 106Q: 3 clusters Score -1440541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1440541.375000 Penalty: 4705.357422
	Iteration 107Q: 3 clusters Score -1440541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1440541.750000 Penalty: 4705.357422
	Iteration 108Q: 3 clusters Score -1440542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1440544.125000 Penalty: 4705.357422
	Iteration 109Q: 3 clusters Score -1440544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1440541.500000 Penalty: 4705.357422
	Iteration 110Q: 3 clusters Score -1440542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1440546.625000 Penalty: 4705.357422
	Iteration 111Q: 3 clusters Score -1440547 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1440545.750000 Penalty: 4705.357422
	Iteration 112Q: 3 clusters Score -1440546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1440550.125000 Penalty: 4705.357422
	Iteration 113Q: 3 clusters Score -1440550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1440547.875000 Penalty: 4705.357422
	Iteration 114Q: 3 clusters Score -1440548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1440550.000000 Penalty: 4705.357422
	Iteration 115Q: 3 clusters Score -1440550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1440547.125000 Penalty: 4705.357422
	Iteration 116Q: 3 clusters Score -1440547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1440546.125000 Penalty: 4705.357422
	Iteration 117Q: 3 clusters Score -1440546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1440553.500000 Penalty: 4705.357422
	Iteration 118Q: 3 clusters Score -1440554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1440553.250000 Penalty: 4705.357422
	Iteration 119Q: 3 clusters Score -1440553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1440553.250000 Penalty: 4705.357422
	Iteration 120F: 3 clusters Score -1440553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Entering Unmasked Estep 
Score: -323928.343750 Penalty: 1979.469849
	Iteration 0F: 2 clusters Score -323928.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -320743.750000 Penalty: 3958.939697
	Iteration 0F: 3 clusters Score -320743.8 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -321394.937500 Penalty: 3958.939697
	Iteration 1F: 3 clusters Score -321394.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -321533.093750 Penalty: 3958.939697
	Iteration 2F: 3 clusters Score -321533.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -321596.218750 Penalty: 3958.939697
	Iteration 3Q: 3 clusters Score -321596.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -321651.125000 Penalty: 3958.939697
	Iteration 4Q: 3 clusters Score -321651.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -321693.500000 Penalty: 3958.939697
	Iteration 5Q: 3 clusters Score -321693.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -321738.625000 Penalty: 3958.939697
	Iteration 6Q: 3 clusters Score -321738.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -321780.250000 Penalty: 3958.939697
	Iteration 7Q: 3 clusters Score -321780.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -321814.093750 Penalty: 3958.939697
	Iteration 8Q: 3 clusters Score -321814.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -321833.000000 Penalty: 3958.939697
	Iteration 9Q: 3 clusters Score -321833 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -321848.218750 Penalty: 3958.939697
	Iteration 10Q: 3 clusters Score -321848.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -321862.625000 Penalty: 3958.939697
	Iteration 11Q: 3 clusters Score -321862.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -321872.406250 Penalty: 3958.939697
	Iteration 12Q: 3 clusters Score -321872.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -321879.562500 Penalty: 3958.939697
	Iteration 13Q: 3 clusters Score -321879.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -321886.062500 Penalty: 3958.939697
	Iteration 14Q: 3 clusters Score -321886.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -321890.250000 Penalty: 3958.939697
	Iteration 15Q: 3 clusters Score -321890.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -321896.750000 Penalty: 3958.939697
	Iteration 16Q: 3 clusters Score -321896.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -321901.562500 Penalty: 3958.939697
	Iteration 17Q: 3 clusters Score -321901.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -321904.531250 Penalty: 3958.939697
	Iteration 18Q: 3 clusters Score -321904.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -321906.375000 Penalty: 3958.939697
	Iteration 19Q: 3 clusters Score -321906.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -321906.187500 Penalty: 3958.939697
	Iteration 20F: 3 clusters Score -321906.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -321907.281250 Penalty: 3958.939697
	Iteration 21Q: 3 clusters Score -321907.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -321907.281250 Penalty: 3958.939697
	Iteration 22F: 3 clusters Score -321907.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Entering Unmasked Estep 
Score: -876134.125000 Penalty: 2232.852783
	Iteration 0F: 2 clusters Score -876134.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -869769.187500 Penalty: 4465.705566
	Iteration 0F: 3 clusters Score -869769.2 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -871599.937500 Penalty: 4465.705566
	Iteration 1F: 3 clusters Score -871599.9 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -871937.312500 Penalty: 4465.705566
	Iteration 2F: 3 clusters Score -871937.3 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -872159.750000 Penalty: 4465.705566
	Iteration 3F: 3 clusters Score -872159.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -872334.562500 Penalty: 4465.705566
	Iteration 4Q: 3 clusters Score -872334.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -872469.875000 Penalty: 4465.705566
	Iteration 5Q: 3 clusters Score -872469.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -872573.812500 Penalty: 4465.705566
	Iteration 6Q: 3 clusters Score -872573.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -872687.312500 Penalty: 4465.705566
	Iteration 7Q: 3 clusters Score -872687.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -872797.937500 Penalty: 4465.705566
	Iteration 8Q: 3 clusters Score -872797.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -872909.750000 Penalty: 4465.705566
	Iteration 9Q: 3 clusters Score -872909.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -873046.062500 Penalty: 4465.705566
	Iteration 10Q: 3 clusters Score -873046.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -873178.125000 Penalty: 4465.705566
	Iteration 11Q: 3 clusters Score -873178.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -873295.562500 Penalty: 4465.705566
	Iteration 12Q: 3 clusters Score -873295.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -873385.687500 Penalty: 4465.705566
	Iteration 13Q: 3 clusters Score -873385.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -873462.562500 Penalty: 4465.705566
	Iteration 14Q: 3 clusters Score -873462.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -873514.875000 Penalty: 4465.705566
	Iteration 15Q: 3 clusters Score -873514.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -873557.312500 Penalty: 4465.705566
	Iteration 16Q: 3 clusters Score -873557.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -873594.062500 Penalty: 4465.705566
	Iteration 17Q: 3 clusters Score -873594.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -873621.437500 Penalty: 4465.705566
	Iteration 18Q: 3 clusters Score -873621.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -873648.125000 Penalty: 4465.705566
	Iteration 19Q: 3 clusters Score -873648.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -873671.562500 Penalty: 4465.705566
	Iteration 20F: 3 clusters Score -873671.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -873694.250000 Penalty: 4465.705566
	Iteration 21Q: 3 clusters Score -873694.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -873710.062500 Penalty: 4465.705566
	Iteration 22Q: 3 clusters Score -873710.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -873727.500000 Penalty: 4465.705566
	Iteration 23Q: 3 clusters Score -873727.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -873747.937500 Penalty: 4465.705566
	Iteration 24Q: 3 clusters Score -873747.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -873763.625000 Penalty: 4465.705566
	Iteration 25Q: 3 clusters Score -873763.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -873778.437500 Penalty: 4465.705566
	Iteration 26Q: 3 clusters Score -873778.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -873789.625000 Penalty: 4465.705566
	Iteration 27Q: 3 clusters Score -873789.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -873806.937500 Penalty: 4465.705566
	Iteration 28Q: 3 clusters Score -873806.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -873817.562500 Penalty: 4465.705566
	Iteration 29Q: 3 clusters Score -873817.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -873828.812500 Penalty: 4465.705566
	Iteration 30Q: 3 clusters Score -873828.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -873846.250000 Penalty: 4465.705566
	Iteration 31Q: 3 clusters Score -873846.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -873857.062500 Penalty: 4465.705566
	Iteration 32Q: 3 clusters Score -873857.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -873866.187500 Penalty: 4465.705566
	Iteration 33Q: 3 clusters Score -873866.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -873884.062500 Penalty: 4465.705566
	Iteration 34Q: 3 clusters Score -873884.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -873904.375000 Penalty: 4465.705566
	Iteration 35Q: 3 clusters Score -873904.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -873921.875000 Penalty: 4465.705566
	Iteration 36Q: 3 clusters Score -873921.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -873939.187500 Penalty: 4465.705566
	Iteration 37Q: 3 clusters Score -873939.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -873959.062500 Penalty: 4465.705566
	Iteration 38Q: 3 clusters Score -873959.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -873968.937500 Penalty: 4465.705566
	Iteration 39Q: 3 clusters Score -873968.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -873984.250000 Penalty: 4465.705566
	Iteration 40F: 3 clusters Score -873984.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -873995.375000 Penalty: 4465.705566
	Iteration 41Q: 3 clusters Score -873995.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -874018.875000 Penalty: 4465.705566
	Iteration 42Q: 3 clusters Score -874018.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -874039.250000 Penalty: 4465.705566
	Iteration 43Q: 3 clusters Score -874039.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -874056.250000 Penalty: 4465.705566
	Iteration 44Q: 3 clusters Score -874056.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -874072.000000 Penalty: 4465.705566
	Iteration 45Q: 3 clusters Score -874072 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -874086.062500 Penalty: 4465.705566
	Iteration 46Q: 3 clusters Score -874086.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -874099.625000 Penalty: 4465.705566
	Iteration 47Q: 3 clusters Score -874099.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -874109.750000 Penalty: 4465.705566
	Iteration 48Q: 3 clusters Score -874109.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -874124.062500 Penalty: 4465.705566
	Iteration 49Q: 3 clusters Score -874124.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -874131.312500 Penalty: 4465.705566
	Iteration 50Q: 3 clusters Score -874131.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -874141.500000 Penalty: 4465.705566
	Iteration 51Q: 3 clusters Score -874141.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -874144.312500 Penalty: 4465.705566
	Iteration 52Q: 3 clusters Score -874144.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -874154.125000 Penalty: 4465.705566
	Iteration 53Q: 3 clusters Score -874154.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -874158.312500 Penalty: 4465.705566
	Iteration 54Q: 3 clusters Score -874158.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -874160.687500 Penalty: 4465.705566
	Iteration 55Q: 3 clusters Score -874160.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -874159.500000 Penalty: 4465.705566
	Iteration 56Q: 3 clusters Score -874159.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -874161.625000 Penalty: 4465.705566
	Iteration 57Q: 3 clusters Score -874161.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -874163.812500 Penalty: 4465.705566
	Iteration 58Q: 3 clusters Score -874163.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -874163.937500 Penalty: 4465.705566
	Iteration 59Q: 3 clusters Score -874163.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -874163.000000 Penalty: 4465.705566
	Iteration 60F: 3 clusters Score -874163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -874166.375000 Penalty: 4465.705566
	Iteration 61Q: 3 clusters Score -874166.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -874166.437500 Penalty: 4465.705566
	Iteration 62Q: 3 clusters Score -874166.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -874170.687500 Penalty: 4465.705566
	Iteration 63Q: 3 clusters Score -874170.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -874168.562500 Penalty: 4465.705566
	Iteration 64Q: 3 clusters Score -874168.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -874168.562500 Penalty: 4465.705566
	Iteration 65F: 3 clusters Score -874168.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Entering Unmasked Estep 
Score: -422572.531250 Penalty: 2055.494385
	Iteration 0F: 2 clusters Score -422572.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -418754.875000 Penalty: 4110.988770
	Iteration 0F: 3 clusters Score -418754.9 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -419693.031250 Penalty: 4110.988770
	Iteration 1F: 3 clusters Score -419693 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -419956.687500 Penalty: 4110.988770
	Iteration 2F: 3 clusters Score -419956.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -420144.656250 Penalty: 4110.988770
	Iteration 3F: 3 clusters Score -420144.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -420295.312500 Penalty: 4110.988770
	Iteration 4Q: 3 clusters Score -420295.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -420452.406250 Penalty: 4110.988770
	Iteration 5Q: 3 clusters Score -420452.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -420623.406250 Penalty: 4110.988770
	Iteration 6Q: 3 clusters Score -420623.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -420772.625000 Penalty: 4110.988770
	Iteration 7Q: 3 clusters Score -420772.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -420930.125000 Penalty: 4110.988770
	Iteration 8Q: 3 clusters Score -420930.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -421141.343750 Penalty: 4110.988770
	Iteration 9Q: 3 clusters Score -421141.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -421376.750000 Penalty: 4110.988770
	Iteration 10Q: 3 clusters Score -421376.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -421587.406250 Penalty: 4110.988770
	Iteration 11Q: 3 clusters Score -421587.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -421709.343750 Penalty: 4110.988770
	Iteration 12Q: 3 clusters Score -421709.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -421834.625000 Penalty: 4110.988770
	Iteration 13Q: 3 clusters Score -421834.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -421960.531250 Penalty: 4110.988770
	Iteration 14Q: 3 clusters Score -421960.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -422043.500000 Penalty: 4110.988770
	Iteration 15Q: 3 clusters Score -422043.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -422126.343750 Penalty: 4110.988770
	Iteration 16Q: 3 clusters Score -422126.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -422194.468750 Penalty: 4110.988770
	Iteration 17Q: 3 clusters Score -422194.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -422253.625000 Penalty: 4110.988770
	Iteration 18Q: 3 clusters Score -422253.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -422283.281250 Penalty: 4110.988770
	Iteration 19Q: 3 clusters Score -422283.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -422309.156250 Penalty: 4110.988770
	Iteration 20F: 3 clusters Score -422309.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -422326.937500 Penalty: 4110.988770
	Iteration 21Q: 3 clusters Score -422326.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -422335.062500 Penalty: 4110.988770
	Iteration 22Q: 3 clusters Score -422335.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -422341.156250 Penalty: 4110.988770
	Iteration 23Q: 3 clusters Score -422341.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -422343.906250 Penalty: 4110.988770
	Iteration 24Q: 3 clusters Score -422343.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -422344.843750 Penalty: 4110.988770
	Iteration 25Q: 3 clusters Score -422344.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -422344.937500 Penalty: 4110.988770
	Iteration 26Q: 3 clusters Score -422344.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -422344.812500 Penalty: 4110.988770
	Iteration 27Q: 3 clusters Score -422344.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -422344.812500 Penalty: 4110.988770
	Iteration 28F: 3 clusters Score -422344.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Entering Unmasked Estep 
Score: -438339.718750 Penalty: 2072.367432
	Iteration 0F: 2 clusters Score -438339.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -434321.343750 Penalty: 4144.734863
	Iteration 0F: 3 clusters Score -434321.3 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -435341.250000 Penalty: 4144.734863
	Iteration 1F: 3 clusters Score -435341.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -435663.937500 Penalty: 4144.734863
	Iteration 2F: 3 clusters Score -435663.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -436005.000000 Penalty: 4144.734863
	Iteration 3F: 3 clusters Score -436005 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -436333.437500 Penalty: 4144.734863
	Iteration 4F: 3 clusters Score -436333.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -436650.562500 Penalty: 4144.734863
	Iteration 5F: 3 clusters Score -436650.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -436896.218750 Penalty: 4144.734863
	Iteration 6F: 3 clusters Score -436896.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -437067.906250 Penalty: 4144.734863
	Iteration 7Q: 3 clusters Score -437067.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -437190.562500 Penalty: 4144.734863
	Iteration 8Q: 3 clusters Score -437190.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -437274.000000 Penalty: 4144.734863
	Iteration 9Q: 3 clusters Score -437274 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -437339.500000 Penalty: 4144.734863
	Iteration 10Q: 3 clusters Score -437339.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -437378.906250 Penalty: 4144.734863
	Iteration 11Q: 3 clusters Score -437378.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -437403.000000 Penalty: 4144.734863
	Iteration 12Q: 3 clusters Score -437403 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -437429.468750 Penalty: 4144.734863
	Iteration 13Q: 3 clusters Score -437429.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -437447.312500 Penalty: 4144.734863
	Iteration 14Q: 3 clusters Score -437447.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -437460.125000 Penalty: 4144.734863
	Iteration 15Q: 3 clusters Score -437460.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -437470.500000 Penalty: 4144.734863
	Iteration 16Q: 3 clusters Score -437470.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -437481.156250 Penalty: 4144.734863
	Iteration 17Q: 3 clusters Score -437481.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -437487.718750 Penalty: 4144.734863
	Iteration 18Q: 3 clusters Score -437487.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -437493.062500 Penalty: 4144.734863
	Iteration 19Q: 3 clusters Score -437493.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -437496.468750 Penalty: 4144.734863
	Iteration 20F: 3 clusters Score -437496.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -437499.531250 Penalty: 4144.734863
	Iteration 21Q: 3 clusters Score -437499.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -437502.187500 Penalty: 4144.734863
	Iteration 22Q: 3 clusters Score -437502.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -437503.718750 Penalty: 4144.734863
	Iteration 23Q: 3 clusters Score -437503.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -437505.250000 Penalty: 4144.734863
	Iteration 24Q: 3 clusters Score -437505.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -437506.656250 Penalty: 4144.734863
	Iteration 25Q: 3 clusters Score -437506.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -437509.000000 Penalty: 4144.734863
	Iteration 26Q: 3 clusters Score -437509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -437511.187500 Penalty: 4144.734863
	Iteration 27Q: 3 clusters Score -437511.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -437511.875000 Penalty: 4144.734863
	Iteration 28Q: 3 clusters Score -437511.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -437513.687500 Penalty: 4144.734863
	Iteration 29Q: 3 clusters Score -437513.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -437513.687500 Penalty: 4144.734863
	Iteration 30F: 3 clusters Score -437513.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (25431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Entering Unmasked Estep 
Score: -2741647.000000 Penalty: 2515.643555
	Iteration 0F: 2 clusters Score -2741647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -2723996.000000 Penalty: 5031.287109
	Iteration 0F: 3 clusters Score -2723996 nChanged 11462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -2730276.750000 Penalty: 5031.287109
	Iteration 1F: 3 clusters Score -2730277 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -2730779.250000 Penalty: 5031.287109
	Iteration 2F: 3 clusters Score -2730779 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -2731239.000000 Penalty: 5031.287109
	Iteration 3Q: 3 clusters Score -2731239 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2731719.000000 Penalty: 5031.287109
	Iteration 4Q: 3 clusters Score -2731719 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -2732270.500000 Penalty: 5031.287109
	Iteration 5Q: 3 clusters Score -2732270 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -2733022.500000 Penalty: 5031.287109
	Iteration 6F: 3 clusters Score -2733022 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -2734013.250000 Penalty: 5031.287109
	Iteration 7F: 3 clusters Score -2734013 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -2735180.000000 Penalty: 5031.287109
	Iteration 8F: 3 clusters Score -2735180 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2736463.750000 Penalty: 5031.287109
	Iteration 9F: 3 clusters Score -2736464 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -2737688.000000 Penalty: 5031.287109
	Iteration 10F: 3 clusters Score -2737688 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2738645.750000 Penalty: 5031.287109
	Iteration 11Q: 3 clusters Score -2738646 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2739238.000000 Penalty: 5031.287109
	Iteration 12Q: 3 clusters Score -2739238 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2739607.000000 Penalty: 5031.287109
	Iteration 13Q: 3 clusters Score -2739607 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2739859.250000 Penalty: 5031.287109
	Iteration 14Q: 3 clusters Score -2739859 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2739976.250000 Penalty: 5031.287109
	Iteration 15Q: 3 clusters Score -2739976 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2740040.500000 Penalty: 5031.287109
	Iteration 16Q: 3 clusters Score -2740040 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2740086.750000 Penalty: 5031.287109
	Iteration 17Q: 3 clusters Score -2740087 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2740113.500000 Penalty: 5031.287109
	Iteration 18Q: 3 clusters Score -2740114 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2740123.500000 Penalty: 5031.287109
	Iteration 19Q: 3 clusters Score -2740124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2740140.250000 Penalty: 5031.287109
	Iteration 20F: 3 clusters Score -2740140 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2740146.750000 Penalty: 5031.287109
	Iteration 21Q: 3 clusters Score -2740147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2740154.500000 Penalty: 5031.287109
	Iteration 22Q: 3 clusters Score -2740154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2740154.500000 Penalty: 5031.287109
	Iteration 23Q: 3 clusters Score -2740154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2740157.000000 Penalty: 5031.287109
	Iteration 24Q: 3 clusters Score -2740157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2740159.500000 Penalty: 5031.287109
	Iteration 25Q: 3 clusters Score -2740160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2740163.000000 Penalty: 5031.287109
	Iteration 26Q: 3 clusters Score -2740163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2740164.000000 Penalty: 5031.287109
	Iteration 27Q: 3 clusters Score -2740164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2740165.500000 Penalty: 5031.287109
	Iteration 28Q: 3 clusters Score -2740166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2740164.750000 Penalty: 5031.287109
	Iteration 29Q: 3 clusters Score -2740165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2740165.750000 Penalty: 5031.287109
	Iteration 30Q: 3 clusters Score -2740166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2740169.000000 Penalty: 5031.287109
	Iteration 31Q: 3 clusters Score -2740169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2740166.250000 Penalty: 5031.287109
	Iteration 32Q: 3 clusters Score -2740166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2740163.000000 Penalty: 5031.287109
	Iteration 33Q: 3 clusters Score -2740163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2740163.000000 Penalty: 5031.287109
	Iteration 34F: 3 clusters Score -2740163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Entering Unmasked Estep 
Score: -539648.000000 Penalty: 2147.872070
	Iteration 0F: 2 clusters Score -539648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -534669.687500 Penalty: 4295.744141
	Iteration 0F: 3 clusters Score -534669.7 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -536109.437500 Penalty: 4295.744141
	Iteration 1F: 3 clusters Score -536109.4 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -536555.375000 Penalty: 4295.744141
	Iteration 2F: 3 clusters Score -536555.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -536961.812500 Penalty: 4295.744141
	Iteration 3F: 3 clusters Score -536961.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -537306.125000 Penalty: 4295.744141
	Iteration 4F: 3 clusters Score -537306.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -537686.875000 Penalty: 4295.744141
	Iteration 5F: 3 clusters Score -537686.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -538004.125000 Penalty: 4295.744141
	Iteration 6F: 3 clusters Score -538004.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -538252.437500 Penalty: 4295.744141
	Iteration 7Q: 3 clusters Score -538252.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -538442.500000 Penalty: 4295.744141
	Iteration 8Q: 3 clusters Score -538442.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -538587.750000 Penalty: 4295.744141
	Iteration 9Q: 3 clusters Score -538587.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -538684.625000 Penalty: 4295.744141
	Iteration 10Q: 3 clusters Score -538684.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -538743.312500 Penalty: 4295.744141
	Iteration 11Q: 3 clusters Score -538743.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -538775.000000 Penalty: 4295.744141
	Iteration 12Q: 3 clusters Score -538775 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -538797.875000 Penalty: 4295.744141
	Iteration 13Q: 3 clusters Score -538797.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -538820.250000 Penalty: 4295.744141
	Iteration 14Q: 3 clusters Score -538820.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -538833.062500 Penalty: 4295.744141
	Iteration 15Q: 3 clusters Score -538833.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -538842.000000 Penalty: 4295.744141
	Iteration 16Q: 3 clusters Score -538842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -538848.500000 Penalty: 4295.744141
	Iteration 17Q: 3 clusters Score -538848.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -538855.500000 Penalty: 4295.744141
	Iteration 18Q: 3 clusters Score -538855.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -538856.687500 Penalty: 4295.744141
	Iteration 19Q: 3 clusters Score -538856.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -538859.000000 Penalty: 4295.744141
	Iteration 20F: 3 clusters Score -538859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -538861.250000 Penalty: 4295.744141
	Iteration 21Q: 3 clusters Score -538861.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -538864.562500 Penalty: 4295.744141
	Iteration 22Q: 3 clusters Score -538864.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -538869.437500 Penalty: 4295.744141
	Iteration 23Q: 3 clusters Score -538869.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -538872.062500 Penalty: 4295.744141
	Iteration 24Q: 3 clusters Score -538872.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -538875.000000 Penalty: 4295.744141
	Iteration 25Q: 3 clusters Score -538875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -538877.562500 Penalty: 4295.744141
	Iteration 26Q: 3 clusters Score -538877.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -538880.062500 Penalty: 4295.744141
	Iteration 27Q: 3 clusters Score -538880.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -538890.125000 Penalty: 4295.744141
	Iteration 28Q: 3 clusters Score -538890.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -538901.062500 Penalty: 4295.744141
	Iteration 29Q: 3 clusters Score -538901.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -538911.000000 Penalty: 4295.744141
	Iteration 30Q: 3 clusters Score -538911 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -538915.500000 Penalty: 4295.744141
	Iteration 31Q: 3 clusters Score -538915.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -538917.250000 Penalty: 4295.744141
	Iteration 32Q: 3 clusters Score -538917.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -538919.562500 Penalty: 4295.744141
	Iteration 33Q: 3 clusters Score -538919.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -538923.687500 Penalty: 4295.744141
	Iteration 34Q: 3 clusters Score -538923.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -538924.687500 Penalty: 4295.744141
	Iteration 35Q: 3 clusters Score -538924.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -538923.312500 Penalty: 4295.744141
	Iteration 36Q: 3 clusters Score -538923.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -538922.500000 Penalty: 4295.744141
	Iteration 37Q: 3 clusters Score -538922.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -538922.500000 Penalty: 4295.744141
	Iteration 38F: 3 clusters Score -538922.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Entering Unmasked Estep 
Score: -148884.656250 Penalty: 1805.783569
	Iteration 0F: 2 clusters Score -148884.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -146597.562500 Penalty: 3611.567139
	Iteration 0F: 3 clusters Score -146597.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -146996.156250 Penalty: 3611.567139
	Iteration 1F: 3 clusters Score -146996.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -147121.453125 Penalty: 3611.567139
	Iteration 2F: 3 clusters Score -147121.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -147203.515625 Penalty: 3611.567139
	Iteration 3Q: 3 clusters Score -147203.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -147250.937500 Penalty: 3611.567139
	Iteration 4Q: 3 clusters Score -147250.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -147281.546875 Penalty: 3611.567139
	Iteration 5Q: 3 clusters Score -147281.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -147301.250000 Penalty: 3611.567139
	Iteration 6Q: 3 clusters Score -147301.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -147316.015625 Penalty: 3611.567139
	Iteration 7Q: 3 clusters Score -147316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -147334.593750 Penalty: 3611.567139
	Iteration 8Q: 3 clusters Score -147334.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -147346.250000 Penalty: 3611.567139
	Iteration 9Q: 3 clusters Score -147346.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -147352.437500 Penalty: 3611.567139
	Iteration 10Q: 3 clusters Score -147352.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -147361.093750 Penalty: 3611.567139
	Iteration 11Q: 3 clusters Score -147361.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -147371.390625 Penalty: 3611.567139
	Iteration 12Q: 3 clusters Score -147371.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -147380.875000 Penalty: 3611.567139
	Iteration 13Q: 3 clusters Score -147380.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -147382.234375 Penalty: 3611.567139
	Iteration 14Q: 3 clusters Score -147382.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -147383.421875 Penalty: 3611.567139
	Iteration 15Q: 3 clusters Score -147383.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -147384.421875 Penalty: 3611.567139
	Iteration 16Q: 3 clusters Score -147384.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -147384.421875 Penalty: 3611.567139
	Iteration 17F: 3 clusters Score -147384.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Entering Unmasked Estep 
Score: -2106947.250000 Penalty: 2461.449707
	Iteration 0F: 2 clusters Score -2106947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -2092600.750000 Penalty: 4922.899414
	Iteration 0F: 3 clusters Score -2092601 nChanged 9014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -2097504.500000 Penalty: 4922.899414
	Iteration 1F: 3 clusters Score -2097504 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -2098161.500000 Penalty: 4922.899414
	Iteration 2F: 3 clusters Score -2098162 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -2098974.250000 Penalty: 4922.899414
	Iteration 3F: 3 clusters Score -2098974 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -2099894.250000 Penalty: 4922.899414
	Iteration 4F: 3 clusters Score -2099894 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -2100833.000000 Penalty: 4922.899414
	Iteration 5F: 3 clusters Score -2100833 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -2101789.500000 Penalty: 4922.899414
	Iteration 6F: 3 clusters Score -2101790 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -2102615.250000 Penalty: 4922.899414
	Iteration 7F: 3 clusters Score -2102615 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2103320.000000 Penalty: 4922.899414
	Iteration 8Q: 3 clusters Score -2103320 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -2103882.500000 Penalty: 4922.899414
	Iteration 9Q: 3 clusters Score -2103882 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2104301.500000 Penalty: 4922.899414
	Iteration 10Q: 3 clusters Score -2104302 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2104589.500000 Penalty: 4922.899414
	Iteration 11Q: 3 clusters Score -2104590 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2104826.250000 Penalty: 4922.899414
	Iteration 12Q: 3 clusters Score -2104826 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2105024.000000 Penalty: 4922.899414
	Iteration 13Q: 3 clusters Score -2105024 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2105183.500000 Penalty: 4922.899414
	Iteration 14Q: 3 clusters Score -2105184 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2105297.000000 Penalty: 4922.899414
	Iteration 15Q: 3 clusters Score -2105297 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2105362.500000 Penalty: 4922.899414
	Iteration 16Q: 3 clusters Score -2105362 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2105402.500000 Penalty: 4922.899414
	Iteration 17Q: 3 clusters Score -2105402 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2105427.500000 Penalty: 4922.899414
	Iteration 18Q: 3 clusters Score -2105428 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2105453.750000 Penalty: 4922.899414
	Iteration 19Q: 3 clusters Score -2105454 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2105462.500000 Penalty: 4922.899414
	Iteration 20F: 3 clusters Score -2105462 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2105470.750000 Penalty: 4922.899414
	Iteration 21Q: 3 clusters Score -2105471 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2105476.250000 Penalty: 4922.899414
	Iteration 22Q: 3 clusters Score -2105476 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2105483.750000 Penalty: 4922.899414
	Iteration 23Q: 3 clusters Score -2105484 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2105492.250000 Penalty: 4922.899414
	Iteration 24Q: 3 clusters Score -2105492 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2105506.750000 Penalty: 4922.899414
	Iteration 25Q: 3 clusters Score -2105507 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2105525.000000 Penalty: 4922.899414
	Iteration 26Q: 3 clusters Score -2105525 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2105550.000000 Penalty: 4922.899414
	Iteration 27Q: 3 clusters Score -2105550 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2105563.000000 Penalty: 4922.899414
	Iteration 28Q: 3 clusters Score -2105563 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2105571.500000 Penalty: 4922.899414
	Iteration 29Q: 3 clusters Score -2105572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2105579.750000 Penalty: 4922.899414
	Iteration 30Q: 3 clusters Score -2105580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2105587.000000 Penalty: 4922.899414
	Iteration 31Q: 3 clusters Score -2105587 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2105591.750000 Penalty: 4922.899414
	Iteration 32Q: 3 clusters Score -2105592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2105594.500000 Penalty: 4922.899414
	Iteration 33Q: 3 clusters Score -2105594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2105596.250000 Penalty: 4922.899414
	Iteration 34Q: 3 clusters Score -2105596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2105599.750000 Penalty: 4922.899414
	Iteration 35Q: 3 clusters Score -2105600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2105598.250000 Penalty: 4922.899414
	Iteration 36Q: 3 clusters Score -2105598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2105601.000000 Penalty: 4922.899414
	Iteration 37Q: 3 clusters Score -2105601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2105601.250000 Penalty: 4922.899414
	Iteration 38Q: 3 clusters Score -2105601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2105599.250000 Penalty: 4922.899414
	Iteration 39Q: 3 clusters Score -2105599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2105601.750000 Penalty: 4922.899414
	Iteration 40F: 3 clusters Score -2105602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2105602.250000 Penalty: 4922.899414
	Iteration 41Q: 3 clusters Score -2105602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2105602.250000 Penalty: 4922.899414
	Iteration 42F: 3 clusters Score -2105602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Entering Unmasked Estep 
Score: -348357.375000 Penalty: 2006.571655
	Iteration 0F: 2 clusters Score -348357.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -344920.031250 Penalty: 4013.143311
	Iteration 0F: 3 clusters Score -344920 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -345600.968750 Penalty: 4013.143311
	Iteration 1F: 3 clusters Score -345601 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -345766.843750 Penalty: 4013.143311
	Iteration 2F: 3 clusters Score -345766.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -345884.875000 Penalty: 4013.143311
	Iteration 3F: 3 clusters Score -345884.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -345961.187500 Penalty: 4013.143311
	Iteration 4Q: 3 clusters Score -345961.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -346013.562500 Penalty: 4013.143311
	Iteration 5Q: 3 clusters Score -346013.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -346048.375000 Penalty: 4013.143311
	Iteration 6Q: 3 clusters Score -346048.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -346088.218750 Penalty: 4013.143311
	Iteration 7Q: 3 clusters Score -346088.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -346114.531250 Penalty: 4013.143311
	Iteration 8Q: 3 clusters Score -346114.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -346138.687500 Penalty: 4013.143311
	Iteration 9Q: 3 clusters Score -346138.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -346161.531250 Penalty: 4013.143311
	Iteration 10Q: 3 clusters Score -346161.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -346192.812500 Penalty: 4013.143311
	Iteration 11Q: 3 clusters Score -346192.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -346221.437500 Penalty: 4013.143311
	Iteration 12Q: 3 clusters Score -346221.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -346246.468750 Penalty: 4013.143311
	Iteration 13Q: 3 clusters Score -346246.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -346276.031250 Penalty: 4013.143311
	Iteration 14Q: 3 clusters Score -346276 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -346304.687500 Penalty: 4013.143311
	Iteration 15Q: 3 clusters Score -346304.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -346328.156250 Penalty: 4013.143311
	Iteration 16Q: 3 clusters Score -346328.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -346350.125000 Penalty: 4013.143311
	Iteration 17Q: 3 clusters Score -346350.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -346371.312500 Penalty: 4013.143311
	Iteration 18Q: 3 clusters Score -346371.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -346386.437500 Penalty: 4013.143311
	Iteration 19Q: 3 clusters Score -346386.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -346399.750000 Penalty: 4013.143311
	Iteration 20F: 3 clusters Score -346399.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -346410.250000 Penalty: 4013.143311
	Iteration 21Q: 3 clusters Score -346410.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -346420.562500 Penalty: 4013.143311
	Iteration 22Q: 3 clusters Score -346420.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -346430.875000 Penalty: 4013.143311
	Iteration 23Q: 3 clusters Score -346430.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -346442.625000 Penalty: 4013.143311
	Iteration 24Q: 3 clusters Score -346442.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -346456.343750 Penalty: 4013.143311
	Iteration 25Q: 3 clusters Score -346456.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -346470.781250 Penalty: 4013.143311
	Iteration 26Q: 3 clusters Score -346470.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -346495.000000 Penalty: 4013.143311
	Iteration 27Q: 3 clusters Score -346495 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -346520.000000 Penalty: 4013.143311
	Iteration 28Q: 3 clusters Score -346520 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -346549.531250 Penalty: 4013.143311
	Iteration 29Q: 3 clusters Score -346549.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -346580.781250 Penalty: 4013.143311
	Iteration 30Q: 3 clusters Score -346580.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -346608.312500 Penalty: 4013.143311
	Iteration 31Q: 3 clusters Score -346608.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -346627.218750 Penalty: 4013.143311
	Iteration 32Q: 3 clusters Score -346627.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -346647.843750 Penalty: 4013.143311
	Iteration 33Q: 3 clusters Score -346647.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -346660.343750 Penalty: 4013.143311
	Iteration 34Q: 3 clusters Score -346660.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -346675.250000 Penalty: 4013.143311
	Iteration 35Q: 3 clusters Score -346675.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -346693.531250 Penalty: 4013.143311
	Iteration 36Q: 3 clusters Score -346693.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -346703.625000 Penalty: 4013.143311
	Iteration 37Q: 3 clusters Score -346703.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -346709.406250 Penalty: 4013.143311
	Iteration 38Q: 3 clusters Score -346709.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -346716.312500 Penalty: 4013.143311
	Iteration 39Q: 3 clusters Score -346716.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -346723.750000 Penalty: 4013.143311
	Iteration 40F: 3 clusters Score -346723.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -346727.468750 Penalty: 4013.143311
	Iteration 41Q: 3 clusters Score -346727.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -346730.437500 Penalty: 4013.143311
	Iteration 42Q: 3 clusters Score -346730.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -346736.625000 Penalty: 4013.143311
	Iteration 43Q: 3 clusters Score -346736.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -346738.218750 Penalty: 4013.143311
	Iteration 44Q: 3 clusters Score -346738.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -346740.625000 Penalty: 4013.143311
	Iteration 45Q: 3 clusters Score -346740.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -346742.375000 Penalty: 4013.143311
	Iteration 46Q: 3 clusters Score -346742.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -346744.125000 Penalty: 4013.143311
	Iteration 47Q: 3 clusters Score -346744.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -346745.250000 Penalty: 4013.143311
	Iteration 48Q: 3 clusters Score -346745.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -346745.312500 Penalty: 4013.143311
	Iteration 49Q: 3 clusters Score -346745.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -346746.406250 Penalty: 4013.143311
	Iteration 50Q: 3 clusters Score -346746.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -346746.781250 Penalty: 4013.143311
	Iteration 51Q: 3 clusters Score -346746.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -346747.656250 Penalty: 4013.143311
	Iteration 52Q: 3 clusters Score -346747.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -346749.718750 Penalty: 4013.143311
	Iteration 53Q: 3 clusters Score -346749.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -346750.687500 Penalty: 4013.143311
	Iteration 54Q: 3 clusters Score -346750.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -346750.687500 Penalty: 4013.143311
	Iteration 55F: 3 clusters Score -346750.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -38796.347656 Penalty: 1490.794312
	Iteration 0F: 2 clusters Score -38796.35 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 231 members 
Entering Unmasked Estep 
Score: -37415.843750 Penalty: 2981.588623
	Iteration 0F: 3 clusters Score -37415.84 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -37595.265625 Penalty: 2981.588623
	Iteration 1F: 3 clusters Score -37595.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -37656.812500 Penalty: 2981.588623
	Iteration 2F: 3 clusters Score -37656.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -37670.621094 Penalty: 2981.588623
	Iteration 3Q: 3 clusters Score -37670.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -37671.804688 Penalty: 2981.588623
	Iteration 4Q: 3 clusters Score -37671.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -37671.804688 Penalty: 2981.588623
	Iteration 5F: 3 clusters Score -37671.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (144740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144740 members 
Entering Unmasked Estep 
Score: -15960559.000000 Penalty: 2946.908203
	Iteration 0F: 2 clusters Score -1.596056e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72483 members 
Mstep: Class 2 contains 72257 members 
Entering Unmasked Estep 
Score: -15863880.000000 Penalty: 5893.816406
	Iteration 0F: 3 clusters Score -1.586388e+07 nChanged 68850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72811 members 
Mstep: Class 2 contains 71929 members 
Entering Unmasked Estep 
Score: -15904073.000000 Penalty: 5893.816406
	Iteration 1F: 3 clusters Score -1.590407e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73170 members 
Mstep: Class 2 contains 71570 members 
Entering Unmasked Estep 
Score: -15905552.000000 Penalty: 5893.816406
	Iteration 2Q: 3 clusters Score -1.590555e+07 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73787 members 
Mstep: Class 2 contains 70953 members 
Entering Unmasked Estep 
Score: -15907337.000000 Penalty: 5893.816406
	Iteration 3Q: 3 clusters Score -1.590734e+07 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74959 members 
Mstep: Class 2 contains 69781 members 
Entering Unmasked Estep 
Score: -15909336.000000 Penalty: 5893.816406
	Iteration 4Q: 3 clusters Score -1.590934e+07 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76867 members 
Mstep: Class 2 contains 67873 members 
Entering Unmasked Estep 
Score: -15911998.000000 Penalty: 5893.816406
	Iteration 5Q: 3 clusters Score -1.5912e+07 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79664 members 
Mstep: Class 2 contains 65076 members 
Entering Unmasked Estep 
Score: -15915074.000000 Penalty: 5893.816406
	Iteration 6Q: 3 clusters Score -1.591507e+07 nChanged 7391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83323 members 
Mstep: Class 2 contains 61417 members 
Entering Unmasked Estep 
Score: -15919074.000000 Penalty: 5893.816406
	Iteration 7F: 3 clusters Score -1.591907e+07 nChanged 7897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87792 members 
Mstep: Class 2 contains 56948 members 
Entering Unmasked Estep 
Score: -15923519.000000 Penalty: 5893.816406
	Iteration 8F: 3 clusters Score -1.592352e+07 nChanged 8120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92554 members 
Mstep: Class 2 contains 52186 members 
Entering Unmasked Estep 
Score: -15928841.000000 Penalty: 5893.816406
	Iteration 9F: 3 clusters Score -1.592884e+07 nChanged 7555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96987 members 
Mstep: Class 2 contains 47753 members 
Entering Unmasked Estep 
Score: -15933800.000000 Penalty: 5893.816406
	Iteration 10F: 3 clusters Score -1.59338e+07 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100909 members 
Mstep: Class 2 contains 43831 members 
Entering Unmasked Estep 
Score: -15937130.000000 Penalty: 5893.816406
	Iteration 11Q: 3 clusters Score -1.593713e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104426 members 
Mstep: Class 2 contains 40314 members 
Entering Unmasked Estep 
Score: -15939179.000000 Penalty: 5893.816406
	Iteration 12Q: 3 clusters Score -1.593918e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107812 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
Score: -15940634.000000 Penalty: 5893.816406
	Iteration 13Q: 3 clusters Score -1.594063e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111132 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
Score: -15942017.000000 Penalty: 5893.816406
	Iteration 14Q: 3 clusters Score -1.594202e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114465 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -15943649.000000 Penalty: 5893.816406
	Iteration 15Q: 3 clusters Score -1.594365e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117757 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -15945178.000000 Penalty: 5893.816406
	Iteration 16Q: 3 clusters Score -1.594518e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121004 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -15946822.000000 Penalty: 5893.816406
	Iteration 17Q: 3 clusters Score -1.594682e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124188 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -15948534.000000 Penalty: 5893.816406
	Iteration 18Q: 3 clusters Score -1.594853e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127087 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -15950333.000000 Penalty: 5893.816406
	Iteration 19Q: 3 clusters Score -1.595033e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129705 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -15952001.000000 Penalty: 5893.816406
	Iteration 20F: 3 clusters Score -1.5952e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131986 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -15953517.000000 Penalty: 5893.816406
	Iteration 21Q: 3 clusters Score -1.595352e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133946 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -15954786.000000 Penalty: 5893.816406
	Iteration 22Q: 3 clusters Score -1.595479e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135497 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -15955739.000000 Penalty: 5893.816406
	Iteration 23Q: 3 clusters Score -1.595574e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136730 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -15956407.000000 Penalty: 5893.816406
	Iteration 24Q: 3 clusters Score -1.595641e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137717 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -15956891.000000 Penalty: 5893.816406
	Iteration 25Q: 3 clusters Score -1.595689e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138533 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -15957277.000000 Penalty: 5893.816406
	Iteration 26Q: 3 clusters Score -1.595728e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139199 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -15957541.000000 Penalty: 5893.816406
	Iteration 27Q: 3 clusters Score -1.595754e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139732 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -15957774.000000 Penalty: 5893.816406
	Iteration 28Q: 3 clusters Score -1.595777e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140182 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -15957996.000000 Penalty: 5893.816406
	Iteration 29Q: 3 clusters Score -1.5958e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140555 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -15958114.000000 Penalty: 5893.816406
	Iteration 30Q: 3 clusters Score -1.595811e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140868 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -15958200.000000 Penalty: 5893.816406
	Iteration 31Q: 3 clusters Score -1.59582e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141112 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -15958288.000000 Penalty: 5893.816406
	Iteration 32Q: 3 clusters Score -1.595829e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141300 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -15958376.000000 Penalty: 5893.816406
	Iteration 33Q: 3 clusters Score -1.595838e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141449 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -15958436.000000 Penalty: 5893.816406
	Iteration 34Q: 3 clusters Score -1.595844e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141587 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -15958445.000000 Penalty: 5893.816406
	Iteration 35Q: 3 clusters Score -1.595844e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141698 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -15958508.000000 Penalty: 5893.816406
	Iteration 36Q: 3 clusters Score -1.595851e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141786 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -15958506.000000 Penalty: 5893.816406
	Iteration 37Q: 3 clusters Score -1.595851e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141868 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -15958574.000000 Penalty: 5893.816406
	Iteration 38Q: 3 clusters Score -1.595857e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141954 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -15958547.000000 Penalty: 5893.816406
	Iteration 39Q: 3 clusters Score -1.595855e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142020 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -15958540.000000 Penalty: 5893.816406
	Iteration 40F: 3 clusters Score -1.595854e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142080 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -15958544.000000 Penalty: 5893.816406
	Iteration 41Q: 3 clusters Score -1.595854e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142130 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -15958563.000000 Penalty: 5893.816406
	Iteration 42Q: 3 clusters Score -1.595856e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142180 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -15958597.000000 Penalty: 5893.816406
	Iteration 43Q: 3 clusters Score -1.59586e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142227 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -15958607.000000 Penalty: 5893.816406
	Iteration 44Q: 3 clusters Score -1.595861e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142264 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -15958630.000000 Penalty: 5893.816406
	Iteration 45Q: 3 clusters Score -1.595863e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142298 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -15958628.000000 Penalty: 5893.816406
	Iteration 46Q: 3 clusters Score -1.595863e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142325 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -15958630.000000 Penalty: 5893.816406
	Iteration 47Q: 3 clusters Score -1.595863e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142344 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -15958631.000000 Penalty: 5893.816406
	Iteration 48Q: 3 clusters Score -1.595863e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142356 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -15958631.000000 Penalty: 5893.816406
	Iteration 49Q: 3 clusters Score -1.595863e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142359 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -15958646.000000 Penalty: 5893.816406
	Iteration 50Q: 3 clusters Score -1.595865e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142371 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -15958626.000000 Penalty: 5893.816406
	Iteration 51Q: 3 clusters Score -1.595863e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142384 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -15958634.000000 Penalty: 5893.816406
	Iteration 52Q: 3 clusters Score -1.595863e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142394 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -15958637.000000 Penalty: 5893.816406
	Iteration 53Q: 3 clusters Score -1.595864e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142407 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -15958665.000000 Penalty: 5893.816406
	Iteration 54Q: 3 clusters Score -1.595866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142414 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -15958661.000000 Penalty: 5893.816406
	Iteration 55Q: 3 clusters Score -1.595866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142420 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -15958655.000000 Penalty: 5893.816406
	Iteration 56Q: 3 clusters Score -1.595866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142426 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -15958653.000000 Penalty: 5893.816406
	Iteration 57Q: 3 clusters Score -1.595865e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142433 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -15958640.000000 Penalty: 5893.816406
	Iteration 58Q: 3 clusters Score -1.595864e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142439 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -15958644.000000 Penalty: 5893.816406
	Iteration 59Q: 3 clusters Score -1.595864e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142446 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -15958653.000000 Penalty: 5893.816406
	Iteration 60F: 3 clusters Score -1.595865e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142454 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -15958646.000000 Penalty: 5893.816406
	Iteration 61Q: 3 clusters Score -1.595865e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142465 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -15958621.000000 Penalty: 5893.816406
	Iteration 62Q: 3 clusters Score -1.595862e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142472 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -15958622.000000 Penalty: 5893.816406
	Iteration 63Q: 3 clusters Score -1.595862e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142482 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -15958656.000000 Penalty: 5893.816406
	Iteration 64Q: 3 clusters Score -1.595866e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142492 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -15958660.000000 Penalty: 5893.816406
	Iteration 65Q: 3 clusters Score -1.595866e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142503 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -15958661.000000 Penalty: 5893.816406
	Iteration 66Q: 3 clusters Score -1.595866e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142514 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -15958680.000000 Penalty: 5893.816406
	Iteration 67Q: 3 clusters Score -1.595868e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142523 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -15958643.000000 Penalty: 5893.816406
	Iteration 68Q: 3 clusters Score -1.595864e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142535 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -15958637.000000 Penalty: 5893.816406
	Iteration 69Q: 3 clusters Score -1.595864e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142545 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -15958638.000000 Penalty: 5893.816406
	Iteration 70Q: 3 clusters Score -1.595864e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142552 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -15958668.000000 Penalty: 5893.816406
	Iteration 71Q: 3 clusters Score -1.595867e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142559 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -15958676.000000 Penalty: 5893.816406
	Iteration 72Q: 3 clusters Score -1.595868e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142564 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -15958679.000000 Penalty: 5893.816406
	Iteration 73Q: 3 clusters Score -1.595868e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142567 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -15958664.000000 Penalty: 5893.816406
	Iteration 74Q: 3 clusters Score -1.595866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142573 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -15958648.000000 Penalty: 5893.816406
	Iteration 75Q: 3 clusters Score -1.595865e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142579 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -15958680.000000 Penalty: 5893.816406
	Iteration 76Q: 3 clusters Score -1.595868e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142583 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -15958668.000000 Penalty: 5893.816406
	Iteration 77Q: 3 clusters Score -1.595867e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142587 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -15958654.000000 Penalty: 5893.816406
	Iteration 78Q: 3 clusters Score -1.595865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142591 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -15958681.000000 Penalty: 5893.816406
	Iteration 79Q: 3 clusters Score -1.595868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142595 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -15958664.000000 Penalty: 5893.816406
	Iteration 80F: 3 clusters Score -1.595866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142600 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -15958679.000000 Penalty: 5893.816406
	Iteration 81Q: 3 clusters Score -1.595868e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142603 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -15958641.000000 Penalty: 5893.816406
	Iteration 82Q: 3 clusters Score -1.595864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142607 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -15958640.000000 Penalty: 5893.816406
	Iteration 83Q: 3 clusters Score -1.595864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142611 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -15958661.000000 Penalty: 5893.816406
	Iteration 84Q: 3 clusters Score -1.595866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142618 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -15958663.000000 Penalty: 5893.816406
	Iteration 85Q: 3 clusters Score -1.595866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142623 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -15958686.000000 Penalty: 5893.816406
	Iteration 86Q: 3 clusters Score -1.595869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142628 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -15958673.000000 Penalty: 5893.816406
	Iteration 87Q: 3 clusters Score -1.595867e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142631 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -15958676.000000 Penalty: 5893.816406
	Iteration 88Q: 3 clusters Score -1.595868e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142631 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -15958676.000000 Penalty: 5893.816406
	Iteration 89F: 3 clusters Score -1.595868e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (26718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Entering Unmasked Estep 
Score: -2879555.250000 Penalty: 2527.886963
	Iteration 0F: 2 clusters Score -2879555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -2861085.000000 Penalty: 5055.773926
	Iteration 0F: 3 clusters Score -2861085 nChanged 12170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -2867705.750000 Penalty: 5055.773926
	Iteration 1F: 3 clusters Score -2867706 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -2868139.000000 Penalty: 5055.773926
	Iteration 2Q: 3 clusters Score -2868139 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -2868481.500000 Penalty: 5055.773926
	Iteration 3Q: 3 clusters Score -2868482 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -2868779.250000 Penalty: 5055.773926
	Iteration 4Q: 3 clusters Score -2868779 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -2869054.750000 Penalty: 5055.773926
	Iteration 5Q: 3 clusters Score -2869055 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -2869374.250000 Penalty: 5055.773926
	Iteration 6Q: 3 clusters Score -2869374 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2869779.750000 Penalty: 5055.773926
	Iteration 7Q: 3 clusters Score -2869780 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -2870289.000000 Penalty: 5055.773926
	Iteration 8Q: 3 clusters Score -2870289 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -2871051.250000 Penalty: 5055.773926
	Iteration 9F: 3 clusters Score -2871051 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -2872111.750000 Penalty: 5055.773926
	Iteration 10F: 3 clusters Score -2872112 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -2873365.000000 Penalty: 5055.773926
	Iteration 11F: 3 clusters Score -2873365 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -2874616.750000 Penalty: 5055.773926
	Iteration 12F: 3 clusters Score -2874617 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2875618.000000 Penalty: 5055.773926
	Iteration 13Q: 3 clusters Score -2875618 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2876321.750000 Penalty: 5055.773926
	Iteration 14Q: 3 clusters Score -2876322 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2876760.500000 Penalty: 5055.773926
	Iteration 15Q: 3 clusters Score -2876760 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2876991.250000 Penalty: 5055.773926
	Iteration 16Q: 3 clusters Score -2876991 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2877134.750000 Penalty: 5055.773926
	Iteration 17Q: 3 clusters Score -2877135 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2877186.500000 Penalty: 5055.773926
	Iteration 18Q: 3 clusters Score -2877186 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2877229.750000 Penalty: 5055.773926
	Iteration 19Q: 3 clusters Score -2877230 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2877263.750000 Penalty: 5055.773926
	Iteration 20F: 3 clusters Score -2877264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2877277.000000 Penalty: 5055.773926
	Iteration 21Q: 3 clusters Score -2877277 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2877296.250000 Penalty: 5055.773926
	Iteration 22Q: 3 clusters Score -2877296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2877309.500000 Penalty: 5055.773926
	Iteration 23Q: 3 clusters Score -2877310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2877316.750000 Penalty: 5055.773926
	Iteration 24Q: 3 clusters Score -2877317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2877321.500000 Penalty: 5055.773926
	Iteration 25Q: 3 clusters Score -2877322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2877328.500000 Penalty: 5055.773926
	Iteration 26Q: 3 clusters Score -2877328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2877329.500000 Penalty: 5055.773926
	Iteration 27Q: 3 clusters Score -2877330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2877330.500000 Penalty: 5055.773926
	Iteration 28Q: 3 clusters Score -2877330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2877330.500000 Penalty: 5055.773926
	Iteration 29F: 3 clusters Score -2877330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Entering Unmasked Estep 
Score: -249556.281250 Penalty: 1933.013916
	Iteration 0F: 2 clusters Score -249556.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -246690.828125 Penalty: 3866.027832
	Iteration 0F: 3 clusters Score -246690.8 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -247203.343750 Penalty: 3866.027832
	Iteration 1F: 3 clusters Score -247203.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -247330.671875 Penalty: 3866.027832
	Iteration 2F: 3 clusters Score -247330.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -247438.796875 Penalty: 3866.027832
	Iteration 3Q: 3 clusters Score -247438.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -247533.593750 Penalty: 3866.027832
	Iteration 4Q: 3 clusters Score -247533.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -247619.812500 Penalty: 3866.027832
	Iteration 5Q: 3 clusters Score -247619.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -247691.171875 Penalty: 3866.027832
	Iteration 6Q: 3 clusters Score -247691.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -247775.234375 Penalty: 3866.027832
	Iteration 7Q: 3 clusters Score -247775.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -247879.859375 Penalty: 3866.027832
	Iteration 8Q: 3 clusters Score -247879.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -247972.875000 Penalty: 3866.027832
	Iteration 9Q: 3 clusters Score -247972.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -248061.625000 Penalty: 3866.027832
	Iteration 10Q: 3 clusters Score -248061.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -248151.968750 Penalty: 3866.027832
	Iteration 11Q: 3 clusters Score -248152 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -248220.437500 Penalty: 3866.027832
	Iteration 12Q: 3 clusters Score -248220.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -248288.187500 Penalty: 3866.027832
	Iteration 13Q: 3 clusters Score -248288.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -248361.671875 Penalty: 3866.027832
	Iteration 14Q: 3 clusters Score -248361.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -248414.515625 Penalty: 3866.027832
	Iteration 15Q: 3 clusters Score -248414.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -248461.703125 Penalty: 3866.027832
	Iteration 16Q: 3 clusters Score -248461.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -248495.531250 Penalty: 3866.027832
	Iteration 17Q: 3 clusters Score -248495.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -248543.406250 Penalty: 3866.027832
	Iteration 18Q: 3 clusters Score -248543.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -248595.562500 Penalty: 3866.027832
	Iteration 19Q: 3 clusters Score -248595.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -248652.796875 Penalty: 3866.027832
	Iteration 20F: 3 clusters Score -248652.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -248698.765625 Penalty: 3866.027832
	Iteration 21Q: 3 clusters Score -248698.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -248727.125000 Penalty: 3866.027832
	Iteration 22Q: 3 clusters Score -248727.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -248743.328125 Penalty: 3866.027832
	Iteration 23Q: 3 clusters Score -248743.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -248756.500000 Penalty: 3866.027832
	Iteration 24Q: 3 clusters Score -248756.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -248761.828125 Penalty: 3866.027832
	Iteration 25Q: 3 clusters Score -248761.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -248765.062500 Penalty: 3866.027832
	Iteration 26Q: 3 clusters Score -248765.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -248768.046875 Penalty: 3866.027832
	Iteration 27Q: 3 clusters Score -248768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -248770.187500 Penalty: 3866.027832
	Iteration 28Q: 3 clusters Score -248770.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -248770.437500 Penalty: 3866.027832
	Iteration 29Q: 3 clusters Score -248770.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -248771.796875 Penalty: 3866.027832
	Iteration 30Q: 3 clusters Score -248771.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -248774.500000 Penalty: 3866.027832
	Iteration 31Q: 3 clusters Score -248774.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -248774.593750 Penalty: 3866.027832
	Iteration 32Q: 3 clusters Score -248774.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -248774.593750 Penalty: 3866.027832
	Iteration 33F: 3 clusters Score -248774.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (28664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Entering Unmasked Estep 
Score: -2966623.250000 Penalty: 2545.322510
	Iteration 0F: 2 clusters Score -2966623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -2946866.250000 Penalty: 5090.645020
	Iteration 0F: 3 clusters Score -2946866 nChanged 12893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -2954250.250000 Penalty: 5090.645020
	Iteration 1F: 3 clusters Score -2954250 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -2955199.500000 Penalty: 5090.645020
	Iteration 2F: 3 clusters Score -2955200 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -2956474.750000 Penalty: 5090.645020
	Iteration 3F: 3 clusters Score -2956475 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -2957927.500000 Penalty: 5090.645020
	Iteration 4F: 3 clusters Score -2957928 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2959436.250000 Penalty: 5090.645020
	Iteration 5F: 3 clusters Score -2959436 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -2960653.000000 Penalty: 5090.645020
	Iteration 6F: 3 clusters Score -2960653 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -2961605.500000 Penalty: 5090.645020
	Iteration 7F: 3 clusters Score -2961606 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -2962289.500000 Penalty: 5090.645020
	Iteration 8Q: 3 clusters Score -2962290 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -2962908.250000 Penalty: 5090.645020
	Iteration 9Q: 3 clusters Score -2962908 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -2963387.250000 Penalty: 5090.645020
	Iteration 10Q: 3 clusters Score -2963387 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -2963762.750000 Penalty: 5090.645020
	Iteration 11Q: 3 clusters Score -2963763 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -2964056.750000 Penalty: 5090.645020
	Iteration 12Q: 3 clusters Score -2964057 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -2964345.000000 Penalty: 5090.645020
	Iteration 13Q: 3 clusters Score -2964345 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -2964678.000000 Penalty: 5090.645020
	Iteration 14Q: 3 clusters Score -2964678 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -2964988.000000 Penalty: 5090.645020
	Iteration 15Q: 3 clusters Score -2964988 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -2965227.250000 Penalty: 5090.645020
	Iteration 16Q: 3 clusters Score -2965227 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2965383.750000 Penalty: 5090.645020
	Iteration 17Q: 3 clusters Score -2965384 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -2965481.000000 Penalty: 5090.645020
	Iteration 18Q: 3 clusters Score -2965481 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2965535.500000 Penalty: 5090.645020
	Iteration 19Q: 3 clusters Score -2965536 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2965557.000000 Penalty: 5090.645020
	Iteration 20F: 3 clusters Score -2965557 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2965576.250000 Penalty: 5090.645020
	Iteration 21Q: 3 clusters Score -2965576 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2965595.500000 Penalty: 5090.645020
	Iteration 22Q: 3 clusters Score -2965596 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -2965598.250000 Penalty: 5090.645020
	Iteration 23Q: 3 clusters Score -2965598 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2965597.750000 Penalty: 5090.645020
	Iteration 24Q: 3 clusters Score -2965598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2965598.500000 Penalty: 5090.645020
	Iteration 25Q: 3 clusters Score -2965598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2965599.000000 Penalty: 5090.645020
	Iteration 26Q: 3 clusters Score -2965599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2965604.500000 Penalty: 5090.645020
	Iteration 27Q: 3 clusters Score -2965604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2965609.000000 Penalty: 5090.645020
	Iteration 28Q: 3 clusters Score -2965609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2965607.250000 Penalty: 5090.645020
	Iteration 29Q: 3 clusters Score -2965607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -2965607.500000 Penalty: 5090.645020
	Iteration 30Q: 3 clusters Score -2965608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2965610.750000 Penalty: 5090.645020
	Iteration 31Q: 3 clusters Score -2965611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2965607.500000 Penalty: 5090.645020
	Iteration 32Q: 3 clusters Score -2965608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2965610.500000 Penalty: 5090.645020
	Iteration 33Q: 3 clusters Score -2965610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2965612.750000 Penalty: 5090.645020
	Iteration 34Q: 3 clusters Score -2965613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2965612.750000 Penalty: 5090.645020
	Iteration 35F: 3 clusters Score -2965613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (27252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Entering Unmasked Estep 
Score: -2968327.000000 Penalty: 2532.794678
	Iteration 0F: 2 clusters Score -2968327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -2949390.750000 Penalty: 5065.589355
	Iteration 0F: 3 clusters Score -2949391 nChanged 12277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -2956190.500000 Penalty: 5065.589355
	Iteration 1F: 3 clusters Score -2956190 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -2956713.750000 Penalty: 5065.589355
	Iteration 2Q: 3 clusters Score -2956714 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -2957244.750000 Penalty: 5065.589355
	Iteration 3Q: 3 clusters Score -2957245 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -2957932.000000 Penalty: 5065.589355
	Iteration 4F: 3 clusters Score -2957932 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -2958927.500000 Penalty: 5065.589355
	Iteration 5F: 3 clusters Score -2958928 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -2960313.500000 Penalty: 5065.589355
	Iteration 6F: 3 clusters Score -2960314 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -2961864.000000 Penalty: 5065.589355
	Iteration 7F: 3 clusters Score -2961864 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -2963318.250000 Penalty: 5065.589355
	Iteration 8F: 3 clusters Score -2963318 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2964570.500000 Penalty: 5065.589355
	Iteration 9Q: 3 clusters Score -2964570 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2965362.000000 Penalty: 5065.589355
	Iteration 10Q: 3 clusters Score -2965362 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2965848.000000 Penalty: 5065.589355
	Iteration 11Q: 3 clusters Score -2965848 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2966119.750000 Penalty: 5065.589355
	Iteration 12Q: 3 clusters Score -2966120 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2966262.500000 Penalty: 5065.589355
	Iteration 13Q: 3 clusters Score -2966262 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2966344.000000 Penalty: 5065.589355
	Iteration 14Q: 3 clusters Score -2966344 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2966416.500000 Penalty: 5065.589355
	Iteration 15Q: 3 clusters Score -2966416 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2966455.500000 Penalty: 5065.589355
	Iteration 16Q: 3 clusters Score -2966456 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2966492.750000 Penalty: 5065.589355
	Iteration 17Q: 3 clusters Score -2966493 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2966529.000000 Penalty: 5065.589355
	Iteration 18Q: 3 clusters Score -2966529 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2966566.500000 Penalty: 5065.589355
	Iteration 19Q: 3 clusters Score -2966566 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2966589.250000 Penalty: 5065.589355
	Iteration 20F: 3 clusters Score -2966589 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2966609.750000 Penalty: 5065.589355
	Iteration 21Q: 3 clusters Score -2966610 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2966645.000000 Penalty: 5065.589355
	Iteration 22Q: 3 clusters Score -2966645 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2966685.500000 Penalty: 5065.589355
	Iteration 23Q: 3 clusters Score -2966686 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2966740.000000 Penalty: 5065.589355
	Iteration 24Q: 3 clusters Score -2966740 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2966798.750000 Penalty: 5065.589355
	Iteration 25Q: 3 clusters Score -2966799 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2966844.750000 Penalty: 5065.589355
	Iteration 26Q: 3 clusters Score -2966845 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2966887.500000 Penalty: 5065.589355
	Iteration 27Q: 3 clusters Score -2966888 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2966929.500000 Penalty: 5065.589355
	Iteration 28Q: 3 clusters Score -2966930 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2966959.250000 Penalty: 5065.589355
	Iteration 29Q: 3 clusters Score -2966959 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2966994.000000 Penalty: 5065.589355
	Iteration 30Q: 3 clusters Score -2966994 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2967023.500000 Penalty: 5065.589355
	Iteration 31Q: 3 clusters Score -2967024 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2967049.500000 Penalty: 5065.589355
	Iteration 32Q: 3 clusters Score -2967050 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26257 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2967064.750000 Penalty: 5065.589355
	Iteration 33Q: 3 clusters Score -2967065 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2967073.750000 Penalty: 5065.589355
	Iteration 34Q: 3 clusters Score -2967074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2967078.500000 Penalty: 5065.589355
	Iteration 35Q: 3 clusters Score -2967078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2967085.250000 Penalty: 5065.589355
	Iteration 36Q: 3 clusters Score -2967085 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2967088.500000 Penalty: 5065.589355
	Iteration 37Q: 3 clusters Score -2967088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2967101.750000 Penalty: 5065.589355
	Iteration 38Q: 3 clusters Score -2967102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2967112.000000 Penalty: 5065.589355
	Iteration 39Q: 3 clusters Score -2967112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2967114.250000 Penalty: 5065.589355
	Iteration 40F: 3 clusters Score -2967114 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2967122.250000 Penalty: 5065.589355
	Iteration 41Q: 3 clusters Score -2967122 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2967134.250000 Penalty: 5065.589355
	Iteration 42Q: 3 clusters Score -2967134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2967134.750000 Penalty: 5065.589355
	Iteration 43Q: 3 clusters Score -2967135 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2967153.250000 Penalty: 5065.589355
	Iteration 44Q: 3 clusters Score -2967153 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2967160.750000 Penalty: 5065.589355
	Iteration 45Q: 3 clusters Score -2967161 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2967167.250000 Penalty: 5065.589355
	Iteration 46Q: 3 clusters Score -2967167 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2967175.250000 Penalty: 5065.589355
	Iteration 47Q: 3 clusters Score -2967175 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2967179.500000 Penalty: 5065.589355
	Iteration 48Q: 3 clusters Score -2967180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2967187.250000 Penalty: 5065.589355
	Iteration 49Q: 3 clusters Score -2967187 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2967194.250000 Penalty: 5065.589355
	Iteration 50Q: 3 clusters Score -2967194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2967197.000000 Penalty: 5065.589355
	Iteration 51Q: 3 clusters Score -2967197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2967201.000000 Penalty: 5065.589355
	Iteration 52Q: 3 clusters Score -2967201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2967209.750000 Penalty: 5065.589355
	Iteration 53Q: 3 clusters Score -2967210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2967211.750000 Penalty: 5065.589355
	Iteration 54Q: 3 clusters Score -2967212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2967209.000000 Penalty: 5065.589355
	Iteration 55Q: 3 clusters Score -2967209 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2967226.000000 Penalty: 5065.589355
	Iteration 56Q: 3 clusters Score -2967226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2967236.500000 Penalty: 5065.589355
	Iteration 57Q: 3 clusters Score -2967236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2967233.750000 Penalty: 5065.589355
	Iteration 58Q: 3 clusters Score -2967234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2967236.750000 Penalty: 5065.589355
	Iteration 59Q: 3 clusters Score -2967237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2967244.000000 Penalty: 5065.589355
	Iteration 60F: 3 clusters Score -2967244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2967244.750000 Penalty: 5065.589355
	Iteration 61Q: 3 clusters Score -2967245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2967246.500000 Penalty: 5065.589355
	Iteration 62Q: 3 clusters Score -2967246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2967253.500000 Penalty: 5065.589355
	Iteration 63Q: 3 clusters Score -2967254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2967257.750000 Penalty: 5065.589355
	Iteration 64Q: 3 clusters Score -2967258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2967258.500000 Penalty: 5065.589355
	Iteration 65Q: 3 clusters Score -2967258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2967266.500000 Penalty: 5065.589355
	Iteration 66Q: 3 clusters Score -2967266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2967267.750000 Penalty: 5065.589355
	Iteration 67Q: 3 clusters Score -2967268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2967277.250000 Penalty: 5065.589355
	Iteration 68Q: 3 clusters Score -2967277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2967279.000000 Penalty: 5065.589355
	Iteration 69Q: 3 clusters Score -2967279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2967279.000000 Penalty: 5065.589355
	Iteration 70Q: 3 clusters Score -2967279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2967275.750000 Penalty: 5065.589355
	Iteration 71Q: 3 clusters Score -2967276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2967276.000000 Penalty: 5065.589355
	Iteration 72Q: 3 clusters Score -2967276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2967276.000000 Penalty: 5065.589355
	Iteration 73Q: 3 clusters Score -2967276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2967274.750000 Penalty: 5065.589355
	Iteration 74Q: 3 clusters Score -2967275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2967274.000000 Penalty: 5065.589355
	Iteration 75Q: 3 clusters Score -2967274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2967274.500000 Penalty: 5065.589355
	Iteration 76Q: 3 clusters Score -2967274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2967278.250000 Penalty: 5065.589355
	Iteration 77Q: 3 clusters Score -2967278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2967279.000000 Penalty: 5065.589355
	Iteration 78Q: 3 clusters Score -2967279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2967278.250000 Penalty: 5065.589355
	Iteration 79Q: 3 clusters Score -2967278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2967278.250000 Penalty: 5065.589355
	Iteration 80F: 3 clusters Score -2967278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Entering Unmasked Estep 
Score: -312775.593750 Penalty: 2006.723511
	Iteration 0F: 2 clusters Score -312775.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -309340.593750 Penalty: 4013.447021
	Iteration 0F: 3 clusters Score -309340.6 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -310100.343750 Penalty: 4013.447021
	Iteration 1F: 3 clusters Score -310100.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -310283.968750 Penalty: 4013.447021
	Iteration 2F: 3 clusters Score -310284 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -310424.218750 Penalty: 4013.447021
	Iteration 3F: 3 clusters Score -310424.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -310523.843750 Penalty: 4013.447021
	Iteration 4Q: 3 clusters Score -310523.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -310594.312500 Penalty: 4013.447021
	Iteration 5Q: 3 clusters Score -310594.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -310661.656250 Penalty: 4013.447021
	Iteration 6Q: 3 clusters Score -310661.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -310718.937500 Penalty: 4013.447021
	Iteration 7Q: 3 clusters Score -310718.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -310765.312500 Penalty: 4013.447021
	Iteration 8Q: 3 clusters Score -310765.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -310808.843750 Penalty: 4013.447021
	Iteration 9Q: 3 clusters Score -310808.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -310839.000000 Penalty: 4013.447021
	Iteration 10Q: 3 clusters Score -310839 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -310861.437500 Penalty: 4013.447021
	Iteration 11Q: 3 clusters Score -310861.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -310883.687500 Penalty: 4013.447021
	Iteration 12Q: 3 clusters Score -310883.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -310899.468750 Penalty: 4013.447021
	Iteration 13Q: 3 clusters Score -310899.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -310921.031250 Penalty: 4013.447021
	Iteration 14Q: 3 clusters Score -310921 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -310943.593750 Penalty: 4013.447021
	Iteration 15Q: 3 clusters Score -310943.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -310964.375000 Penalty: 4013.447021
	Iteration 16Q: 3 clusters Score -310964.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -310985.781250 Penalty: 4013.447021
	Iteration 17Q: 3 clusters Score -310985.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -311003.812500 Penalty: 4013.447021
	Iteration 18Q: 3 clusters Score -311003.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -311019.187500 Penalty: 4013.447021
	Iteration 19Q: 3 clusters Score -311019.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -311029.437500 Penalty: 4013.447021
	Iteration 20F: 3 clusters Score -311029.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -311038.156250 Penalty: 4013.447021
	Iteration 21Q: 3 clusters Score -311038.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -311050.781250 Penalty: 4013.447021
	Iteration 22Q: 3 clusters Score -311050.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -311070.187500 Penalty: 4013.447021
	Iteration 23Q: 3 clusters Score -311070.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -311090.625000 Penalty: 4013.447021
	Iteration 24Q: 3 clusters Score -311090.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -311104.531250 Penalty: 4013.447021
	Iteration 25Q: 3 clusters Score -311104.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -311113.937500 Penalty: 4013.447021
	Iteration 26Q: 3 clusters Score -311113.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -311119.750000 Penalty: 4013.447021
	Iteration 27Q: 3 clusters Score -311119.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -311124.250000 Penalty: 4013.447021
	Iteration 28Q: 3 clusters Score -311124.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -311126.812500 Penalty: 4013.447021
	Iteration 29Q: 3 clusters Score -311126.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -311128.781250 Penalty: 4013.447021
	Iteration 30Q: 3 clusters Score -311128.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -311130.187500 Penalty: 4013.447021
	Iteration 31Q: 3 clusters Score -311130.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -311134.656250 Penalty: 4013.447021
	Iteration 32Q: 3 clusters Score -311134.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -311137.531250 Penalty: 4013.447021
	Iteration 33Q: 3 clusters Score -311137.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -311142.156250 Penalty: 4013.447021
	Iteration 34Q: 3 clusters Score -311142.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -311148.625000 Penalty: 4013.447021
	Iteration 35Q: 3 clusters Score -311148.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -311153.000000 Penalty: 4013.447021
	Iteration 36Q: 3 clusters Score -311153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -311155.250000 Penalty: 4013.447021
	Iteration 37Q: 3 clusters Score -311155.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -311156.656250 Penalty: 4013.447021
	Iteration 38Q: 3 clusters Score -311156.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -311160.000000 Penalty: 4013.447021
	Iteration 39Q: 3 clusters Score -311160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -311162.687500 Penalty: 4013.447021
	Iteration 40F: 3 clusters Score -311162.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -311164.875000 Penalty: 4013.447021
	Iteration 41Q: 3 clusters Score -311164.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -311165.218750 Penalty: 4013.447021
	Iteration 42Q: 3 clusters Score -311165.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -311165.218750 Penalty: 4013.447021
	Iteration 43F: 3 clusters Score -311165.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Entering Unmasked Estep 
Score: -142284.937500 Penalty: 1795.681152
	Iteration 0F: 2 clusters Score -142284.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -140067.093750 Penalty: 3591.362305
	Iteration 0F: 3 clusters Score -140067.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -140497.203125 Penalty: 3591.362305
	Iteration 1F: 3 clusters Score -140497.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -140662.109375 Penalty: 3591.362305
	Iteration 2F: 3 clusters Score -140662.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -140745.953125 Penalty: 3591.362305
	Iteration 3Q: 3 clusters Score -140746 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -140807.703125 Penalty: 3591.362305
	Iteration 4Q: 3 clusters Score -140807.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -140865.062500 Penalty: 3591.362305
	Iteration 5Q: 3 clusters Score -140865.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -140912.484375 Penalty: 3591.362305
	Iteration 6Q: 3 clusters Score -140912.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -140954.562500 Penalty: 3591.362305
	Iteration 7Q: 3 clusters Score -140954.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -140996.468750 Penalty: 3591.362305
	Iteration 8Q: 3 clusters Score -140996.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -141035.421875 Penalty: 3591.362305
	Iteration 9Q: 3 clusters Score -141035.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -141070.328125 Penalty: 3591.362305
	Iteration 10Q: 3 clusters Score -141070.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -141104.906250 Penalty: 3591.362305
	Iteration 11Q: 3 clusters Score -141104.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -141141.312500 Penalty: 3591.362305
	Iteration 12Q: 3 clusters Score -141141.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -141181.156250 Penalty: 3591.362305
	Iteration 13Q: 3 clusters Score -141181.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -141226.921875 Penalty: 3591.362305
	Iteration 14Q: 3 clusters Score -141226.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -141282.062500 Penalty: 3591.362305
	Iteration 15Q: 3 clusters Score -141282.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -141324.468750 Penalty: 3591.362305
	Iteration 16Q: 3 clusters Score -141324.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -141362.515625 Penalty: 3591.362305
	Iteration 17Q: 3 clusters Score -141362.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -141436.984375 Penalty: 3591.362305
	Iteration 18Q: 3 clusters Score -141437 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -141555.484375 Penalty: 3591.362305
	Iteration 19Q: 3 clusters Score -141555.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -141769.593750 Penalty: 3591.362305
	Iteration 20F: 3 clusters Score -141769.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -142085.468750 Penalty: 3591.362305
	Iteration 21Q: 3 clusters Score -142085.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -142212.781250 Penalty: 3591.362305
	Iteration 22Q: 3 clusters Score -142212.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -142328.421875 Penalty: 3591.362305
	Iteration 23Q: 3 clusters Score -142328.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -142402.343750 Penalty: 3591.362305
	Iteration 24Q: 3 clusters Score -142402.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -142426.296875 Penalty: 3591.362305
	Iteration 25Q: 3 clusters Score -142426.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -142437.921875 Penalty: 3591.362305
	Iteration 26Q: 3 clusters Score -142437.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -142443.437500 Penalty: 3591.362305
	Iteration 27Q: 3 clusters Score -142443.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -142443.437500 Penalty: 3591.362305
	Iteration 28F: 3 clusters Score -142443.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22127 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101583 members 
Mstep: Class 5 contains 38539 members 
Mstep: Class 6 contains 13725 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183323 members 
Mstep: Class 9 contains 15413 members 
Mstep: Class 10 contains 7207 members 
Mstep: Class 11 contains 17794 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75134 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13425 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37615 members 
Mstep: Class 20 contains 2032 members 
Mstep: Class 21 contains 139809 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13182 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25431 members 
Mstep: Class 29 contains 5772 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20439 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144740 members 
Mstep: Class 35 contains 26718 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28664 members 
Mstep: Class 38 contains 27252 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 492 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16098 members 
Mstep: Class 47 contains 30001 members 
Mstep: Class 48 contains 12029 members 
Mstep: Class 49 contains 3506 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Mstep: Class 53 contains 903 members 
Entering Unmasked Estep 
Score: -115174800.000000 Penalty: 182896.359375
Splitting cluster 40 changes total score from -115176512.000000 to -115174800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Entering Unmasked Estep 
Score: -84467.984375 Penalty: 1665.415161
	Iteration 0F: 2 clusters Score -84467.98 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 421 members 
Entering Unmasked Estep 
Score: -82709.640625 Penalty: 3330.830322
	Iteration 0F: 3 clusters Score -82709.64 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -82960.046875 Penalty: 3330.830322
	Iteration 1F: 3 clusters Score -82960.05 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -83022.554688 Penalty: 3330.830322
	Iteration 2F: 3 clusters Score -83022.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -83056.687500 Penalty: 3330.830322
	Iteration 3Q: 3 clusters Score -83056.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -83082.796875 Penalty: 3330.830322
	Iteration 4Q: 3 clusters Score -83082.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -83105.429688 Penalty: 3330.830322
	Iteration 5Q: 3 clusters Score -83105.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -83125.070312 Penalty: 3330.830322
	Iteration 6Q: 3 clusters Score -83125.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -83132.515625 Penalty: 3330.830322
	Iteration 7Q: 3 clusters Score -83132.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -83134.828125 Penalty: 3330.830322
	Iteration 8Q: 3 clusters Score -83134.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -83139.632812 Penalty: 3330.830322
	Iteration 9Q: 3 clusters Score -83139.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -83142.992188 Penalty: 3330.830322
	Iteration 10Q: 3 clusters Score -83142.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -83143.875000 Penalty: 3330.830322
	Iteration 11Q: 3 clusters Score -83143.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -83145.507812 Penalty: 3330.830322
	Iteration 12Q: 3 clusters Score -83145.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -83147.070312 Penalty: 3330.830322
	Iteration 13Q: 3 clusters Score -83147.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -83147.070312 Penalty: 3330.830322
	Iteration 14F: 3 clusters Score -83147.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Entering Unmasked Estep 
Score: -331614.531250 Penalty: 1991.944702
	Iteration 0F: 2 clusters Score -331614.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -328330.687500 Penalty: 3983.889404
	Iteration 0F: 3 clusters Score -328330.7 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -328989.000000 Penalty: 3983.889404
	Iteration 1F: 3 clusters Score -328989 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -329162.500000 Penalty: 3983.889404
	Iteration 2F: 3 clusters Score -329162.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -329260.625000 Penalty: 3983.889404
	Iteration 3Q: 3 clusters Score -329260.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -329329.500000 Penalty: 3983.889404
	Iteration 4Q: 3 clusters Score -329329.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -329366.812500 Penalty: 3983.889404
	Iteration 5Q: 3 clusters Score -329366.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -329389.875000 Penalty: 3983.889404
	Iteration 6Q: 3 clusters Score -329389.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -329405.906250 Penalty: 3983.889404
	Iteration 7Q: 3 clusters Score -329405.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -329423.062500 Penalty: 3983.889404
	Iteration 8Q: 3 clusters Score -329423.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -329435.437500 Penalty: 3983.889404
	Iteration 9Q: 3 clusters Score -329435.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -329447.625000 Penalty: 3983.889404
	Iteration 10Q: 3 clusters Score -329447.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -329462.843750 Penalty: 3983.889404
	Iteration 11Q: 3 clusters Score -329462.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -329479.906250 Penalty: 3983.889404
	Iteration 12Q: 3 clusters Score -329479.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -329500.093750 Penalty: 3983.889404
	Iteration 13Q: 3 clusters Score -329500.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -329519.000000 Penalty: 3983.889404
	Iteration 14Q: 3 clusters Score -329519 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -329532.468750 Penalty: 3983.889404
	Iteration 15Q: 3 clusters Score -329532.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -329544.125000 Penalty: 3983.889404
	Iteration 16Q: 3 clusters Score -329544.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -329557.593750 Penalty: 3983.889404
	Iteration 17Q: 3 clusters Score -329557.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -329576.625000 Penalty: 3983.889404
	Iteration 18Q: 3 clusters Score -329576.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -329594.531250 Penalty: 3983.889404
	Iteration 19Q: 3 clusters Score -329594.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -329611.406250 Penalty: 3983.889404
	Iteration 20F: 3 clusters Score -329611.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -329625.718750 Penalty: 3983.889404
	Iteration 21Q: 3 clusters Score -329625.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -329635.531250 Penalty: 3983.889404
	Iteration 22Q: 3 clusters Score -329635.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -329643.937500 Penalty: 3983.889404
	Iteration 23Q: 3 clusters Score -329643.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -329653.343750 Penalty: 3983.889404
	Iteration 24Q: 3 clusters Score -329653.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -329663.562500 Penalty: 3983.889404
	Iteration 25Q: 3 clusters Score -329663.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -329676.937500 Penalty: 3983.889404
	Iteration 26Q: 3 clusters Score -329676.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -329688.781250 Penalty: 3983.889404
	Iteration 27Q: 3 clusters Score -329688.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -329697.812500 Penalty: 3983.889404
	Iteration 28Q: 3 clusters Score -329697.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -329707.062500 Penalty: 3983.889404
	Iteration 29Q: 3 clusters Score -329707.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -329715.437500 Penalty: 3983.889404
	Iteration 30Q: 3 clusters Score -329715.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -329724.687500 Penalty: 3983.889404
	Iteration 31Q: 3 clusters Score -329724.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -329733.125000 Penalty: 3983.889404
	Iteration 32Q: 3 clusters Score -329733.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -329742.812500 Penalty: 3983.889404
	Iteration 33Q: 3 clusters Score -329742.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -329746.968750 Penalty: 3983.889404
	Iteration 34Q: 3 clusters Score -329747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -329752.812500 Penalty: 3983.889404
	Iteration 35Q: 3 clusters Score -329752.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -329764.750000 Penalty: 3983.889404
	Iteration 36Q: 3 clusters Score -329764.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -329775.093750 Penalty: 3983.889404
	Iteration 37Q: 3 clusters Score -329775.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -329784.687500 Penalty: 3983.889404
	Iteration 38Q: 3 clusters Score -329784.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -329794.875000 Penalty: 3983.889404
	Iteration 39Q: 3 clusters Score -329794.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -329806.875000 Penalty: 3983.889404
	Iteration 40F: 3 clusters Score -329806.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -329822.406250 Penalty: 3983.889404
	Iteration 41Q: 3 clusters Score -329822.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -329836.843750 Penalty: 3983.889404
	Iteration 42Q: 3 clusters Score -329836.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -329853.781250 Penalty: 3983.889404
	Iteration 43Q: 3 clusters Score -329853.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -329869.000000 Penalty: 3983.889404
	Iteration 44Q: 3 clusters Score -329869 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -329885.187500 Penalty: 3983.889404
	Iteration 45Q: 3 clusters Score -329885.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -329914.562500 Penalty: 3983.889404
	Iteration 46Q: 3 clusters Score -329914.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -329938.281250 Penalty: 3983.889404
	Iteration 47Q: 3 clusters Score -329938.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -329955.125000 Penalty: 3983.889404
	Iteration 48Q: 3 clusters Score -329955.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -329966.062500 Penalty: 3983.889404
	Iteration 49Q: 3 clusters Score -329966.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -329979.562500 Penalty: 3983.889404
	Iteration 50Q: 3 clusters Score -329979.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -329994.781250 Penalty: 3983.889404
	Iteration 51Q: 3 clusters Score -329994.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -330002.781250 Penalty: 3983.889404
	Iteration 52Q: 3 clusters Score -330002.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -330010.093750 Penalty: 3983.889404
	Iteration 53Q: 3 clusters Score -330010.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -330018.750000 Penalty: 3983.889404
	Iteration 54Q: 3 clusters Score -330018.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -330031.375000 Penalty: 3983.889404
	Iteration 55Q: 3 clusters Score -330031.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -330039.781250 Penalty: 3983.889404
	Iteration 56Q: 3 clusters Score -330039.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -330044.781250 Penalty: 3983.889404
	Iteration 57Q: 3 clusters Score -330044.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -330048.187500 Penalty: 3983.889404
	Iteration 58Q: 3 clusters Score -330048.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -330054.875000 Penalty: 3983.889404
	Iteration 59Q: 3 clusters Score -330054.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -330061.125000 Penalty: 3983.889404
	Iteration 60F: 3 clusters Score -330061.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -330066.031250 Penalty: 3983.889404
	Iteration 61Q: 3 clusters Score -330066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -330068.437500 Penalty: 3983.889404
	Iteration 62Q: 3 clusters Score -330068.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -330073.281250 Penalty: 3983.889404
	Iteration 63Q: 3 clusters Score -330073.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -330074.906250 Penalty: 3983.889404
	Iteration 64Q: 3 clusters Score -330074.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -330075.343750 Penalty: 3983.889404
	Iteration 65Q: 3 clusters Score -330075.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -330075.875000 Penalty: 3983.889404
	Iteration 66Q: 3 clusters Score -330075.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -330075.875000 Penalty: 3983.889404
	Iteration 67Q: 3 clusters Score -330075.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -330075.875000 Penalty: 3983.889404
	Iteration 68F: 3 clusters Score -330075.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (5802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Entering Unmasked Estep 
Score: -624863.250000 Penalty: 2149.157715
	Iteration 0F: 2 clusters Score -624863.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -619859.500000 Penalty: 4298.315430
	Iteration 0F: 3 clusters Score -619859.5 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -621114.937500 Penalty: 4298.315430
	Iteration 1F: 3 clusters Score -621114.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -621341.562500 Penalty: 4298.315430
	Iteration 2F: 3 clusters Score -621341.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -621483.000000 Penalty: 4298.315430
	Iteration 3Q: 3 clusters Score -621483 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -621583.062500 Penalty: 4298.315430
	Iteration 4Q: 3 clusters Score -621583.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -621653.750000 Penalty: 4298.315430
	Iteration 5Q: 3 clusters Score -621653.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -621721.625000 Penalty: 4298.315430
	Iteration 6Q: 3 clusters Score -621721.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -621797.187500 Penalty: 4298.315430
	Iteration 7Q: 3 clusters Score -621797.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -621865.500000 Penalty: 4298.315430
	Iteration 8Q: 3 clusters Score -621865.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -621939.750000 Penalty: 4298.315430
	Iteration 9Q: 3 clusters Score -621939.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -622016.375000 Penalty: 4298.315430
	Iteration 10Q: 3 clusters Score -622016.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -622089.937500 Penalty: 4298.315430
	Iteration 11Q: 3 clusters Score -622089.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -622150.562500 Penalty: 4298.315430
	Iteration 12Q: 3 clusters Score -622150.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -622212.562500 Penalty: 4298.315430
	Iteration 13Q: 3 clusters Score -622212.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -622285.687500 Penalty: 4298.315430
	Iteration 14Q: 3 clusters Score -622285.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -622353.437500 Penalty: 4298.315430
	Iteration 15Q: 3 clusters Score -622353.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -622458.437500 Penalty: 4298.315430
	Iteration 16Q: 3 clusters Score -622458.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -622577.062500 Penalty: 4298.315430
	Iteration 17Q: 3 clusters Score -622577.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -622711.750000 Penalty: 4298.315430
	Iteration 18Q: 3 clusters Score -622711.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -622851.500000 Penalty: 4298.315430
	Iteration 19Q: 3 clusters Score -622851.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -623007.187500 Penalty: 4298.315430
	Iteration 20F: 3 clusters Score -623007.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -623126.125000 Penalty: 4298.315430
	Iteration 21Q: 3 clusters Score -623126.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -623250.437500 Penalty: 4298.315430
	Iteration 22Q: 3 clusters Score -623250.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -623379.062500 Penalty: 4298.315430
	Iteration 23Q: 3 clusters Score -623379.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -623491.250000 Penalty: 4298.315430
	Iteration 24Q: 3 clusters Score -623491.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -623594.625000 Penalty: 4298.315430
	Iteration 25Q: 3 clusters Score -623594.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -623699.187500 Penalty: 4298.315430
	Iteration 26Q: 3 clusters Score -623699.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -623860.062500 Penalty: 4298.315430
	Iteration 27Q: 3 clusters Score -623860.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -624083.625000 Penalty: 4298.315430
	Iteration 28Q: 3 clusters Score -624083.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -624479.625000 Penalty: 4298.315430
	Iteration 29Q: 3 clusters Score -624479.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -624852.187500 Penalty: 4298.315430
	Iteration 30Q: 3 clusters Score -624852.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -625040.000000 Penalty: 4298.315430
	Iteration 31Q: 3 clusters Score -625040 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -625087.500000 Penalty: 4298.315430
	Iteration 32Q: 3 clusters Score -625087.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -625096.812500 Penalty: 4298.315430
	Iteration 33Q: 3 clusters Score -625096.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -625100.937500 Penalty: 4298.315430
	Iteration 34Q: 3 clusters Score -625100.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -625102.625000 Penalty: 4298.315430
	Iteration 35Q: 3 clusters Score -625102.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -625104.000000 Penalty: 4298.315430
	Iteration 36Q: 3 clusters Score -625104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -625104.750000 Penalty: 4298.315430
	Iteration 37Q: 3 clusters Score -625104.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -625105.562500 Penalty: 4298.315430
	Iteration 38Q: 3 clusters Score -625105.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -625105.187500 Penalty: 4298.315430
	Iteration 39Q: 3 clusters Score -625105.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -625107.562500 Penalty: 4298.315430
	Iteration 40F: 3 clusters Score -625107.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -625109.187500 Penalty: 4298.315430
	Iteration 41Q: 3 clusters Score -625109.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -625109.187500 Penalty: 4298.315430
	Iteration 42F: 3 clusters Score -625109.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22127 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101583 members 
Mstep: Class 5 contains 38539 members 
Mstep: Class 6 contains 13725 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183323 members 
Mstep: Class 9 contains 15413 members 
Mstep: Class 10 contains 7207 members 
Mstep: Class 11 contains 17794 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75134 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13425 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37615 members 
Mstep: Class 20 contains 2032 members 
Mstep: Class 21 contains 139809 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13182 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25431 members 
Mstep: Class 29 contains 5772 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20439 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144740 members 
Mstep: Class 35 contains 26718 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28664 members 
Mstep: Class 38 contains 27252 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 2010 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16098 members 
Mstep: Class 47 contains 30001 members 
Mstep: Class 48 contains 12029 members 
Mstep: Class 49 contains 3506 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Mstep: Class 53 contains 3792 members 
Entering Unmasked Estep 
Score: -115175336.000000 Penalty: 182896.359375
Splitting cluster 43 changes total score from -115176512.000000 to -115175336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Entering Unmasked Estep 
Score: -68917.179688 Penalty: 1626.784546
	Iteration 0F: 2 clusters Score -68917.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -67220.265625 Penalty: 3253.569092
	Iteration 0F: 3 clusters Score -67220.27 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -67472.585938 Penalty: 3253.569092
	Iteration 1F: 3 clusters Score -67472.59 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -67546.085938 Penalty: 3253.569092
	Iteration 2F: 3 clusters Score -67546.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -67571.390625 Penalty: 3253.569092
	Iteration 3Q: 3 clusters Score -67571.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -67584.906250 Penalty: 3253.569092
	Iteration 4Q: 3 clusters Score -67584.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -67596.398438 Penalty: 3253.569092
	Iteration 5Q: 3 clusters Score -67596.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -67608.828125 Penalty: 3253.569092
	Iteration 6Q: 3 clusters Score -67608.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -67611.140625 Penalty: 3253.569092
	Iteration 7Q: 3 clusters Score -67611.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -67612.867188 Penalty: 3253.569092
	Iteration 8Q: 3 clusters Score -67612.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -67612.867188 Penalty: 3253.569092
	Iteration 9F: 3 clusters Score -67612.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (8737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Entering Unmasked Estep 
Score: -929429.875000 Penalty: 2250.679932
	Iteration 0F: 2 clusters Score -929429.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -922647.875000 Penalty: 4501.359863
	Iteration 0F: 3 clusters Score -922647.9 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -924444.937500 Penalty: 4501.359863
	Iteration 1F: 3 clusters Score -924444.9 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -924732.187500 Penalty: 4501.359863
	Iteration 2F: 3 clusters Score -924732.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -924960.062500 Penalty: 4501.359863
	Iteration 3F: 3 clusters Score -924960.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -925168.312500 Penalty: 4501.359863
	Iteration 4Q: 3 clusters Score -925168.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -925361.625000 Penalty: 4501.359863
	Iteration 5Q: 3 clusters Score -925361.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -925554.125000 Penalty: 4501.359863
	Iteration 6Q: 3 clusters Score -925554.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -925730.062500 Penalty: 4501.359863
	Iteration 7Q: 3 clusters Score -925730.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -925889.250000 Penalty: 4501.359863
	Iteration 8Q: 3 clusters Score -925889.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -926058.750000 Penalty: 4501.359863
	Iteration 9Q: 3 clusters Score -926058.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -926261.187500 Penalty: 4501.359863
	Iteration 10Q: 3 clusters Score -926261.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -926503.625000 Penalty: 4501.359863
	Iteration 11Q: 3 clusters Score -926503.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -926764.812500 Penalty: 4501.359863
	Iteration 12Q: 3 clusters Score -926764.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -927078.625000 Penalty: 4501.359863
	Iteration 13Q: 3 clusters Score -927078.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -927402.187500 Penalty: 4501.359863
	Iteration 14Q: 3 clusters Score -927402.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -927675.687500 Penalty: 4501.359863
	Iteration 15Q: 3 clusters Score -927675.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -927842.125000 Penalty: 4501.359863
	Iteration 16Q: 3 clusters Score -927842.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -927938.500000 Penalty: 4501.359863
	Iteration 17Q: 3 clusters Score -927938.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -927996.312500 Penalty: 4501.359863
	Iteration 18Q: 3 clusters Score -927996.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -928045.500000 Penalty: 4501.359863
	Iteration 19Q: 3 clusters Score -928045.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -928077.937500 Penalty: 4501.359863
	Iteration 20F: 3 clusters Score -928077.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -928101.500000 Penalty: 4501.359863
	Iteration 21Q: 3 clusters Score -928101.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -928119.000000 Penalty: 4501.359863
	Iteration 22Q: 3 clusters Score -928119 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -928132.812500 Penalty: 4501.359863
	Iteration 23Q: 3 clusters Score -928132.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -928142.750000 Penalty: 4501.359863
	Iteration 24Q: 3 clusters Score -928142.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -928147.875000 Penalty: 4501.359863
	Iteration 25Q: 3 clusters Score -928147.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -928154.750000 Penalty: 4501.359863
	Iteration 26Q: 3 clusters Score -928154.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -928156.687500 Penalty: 4501.359863
	Iteration 27Q: 3 clusters Score -928156.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -928161.437500 Penalty: 4501.359863
	Iteration 28Q: 3 clusters Score -928161.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -928162.875000 Penalty: 4501.359863
	Iteration 29Q: 3 clusters Score -928162.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -928168.125000 Penalty: 4501.359863
	Iteration 30Q: 3 clusters Score -928168.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -928171.125000 Penalty: 4501.359863
	Iteration 31Q: 3 clusters Score -928171.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -928173.187500 Penalty: 4501.359863
	Iteration 32Q: 3 clusters Score -928173.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -928176.250000 Penalty: 4501.359863
	Iteration 33Q: 3 clusters Score -928176.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -928177.375000 Penalty: 4501.359863
	Iteration 34Q: 3 clusters Score -928177.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -928182.187500 Penalty: 4501.359863
	Iteration 35Q: 3 clusters Score -928182.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -928179.875000 Penalty: 4501.359863
	Iteration 36Q: 3 clusters Score -928179.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -928182.187500 Penalty: 4501.359863
	Iteration 37Q: 3 clusters Score -928182.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -928183.000000 Penalty: 4501.359863
	Iteration 38Q: 3 clusters Score -928183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -928180.687500 Penalty: 4501.359863
	Iteration 39Q: 3 clusters Score -928180.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -928182.812500 Penalty: 4501.359863
	Iteration 40F: 3 clusters Score -928182.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -928183.937500 Penalty: 4501.359863
	Iteration 41Q: 3 clusters Score -928183.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -928184.187500 Penalty: 4501.359863
	Iteration 42Q: 3 clusters Score -928184.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -928185.687500 Penalty: 4501.359863
	Iteration 43Q: 3 clusters Score -928185.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -928186.375000 Penalty: 4501.359863
	Iteration 44Q: 3 clusters Score -928186.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -928186.500000 Penalty: 4501.359863
	Iteration 45Q: 3 clusters Score -928186.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -928186.750000 Penalty: 4501.359863
	Iteration 46Q: 3 clusters Score -928186.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -928186.750000 Penalty: 4501.359863
	Iteration 47Q: 3 clusters Score -928186.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -928186.937500 Penalty: 4501.359863
	Iteration 48Q: 3 clusters Score -928186.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -928186.937500 Penalty: 4501.359863
	Iteration 49F: 3 clusters Score -928186.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (16098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Entering Unmasked Estep 
Score: -1736543.875000 Penalty: 2402.239502
	Iteration 0F: 2 clusters Score -1736544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1724974.500000 Penalty: 4804.479004
	Iteration 0F: 3 clusters Score -1724974 nChanged 7001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1728904.250000 Penalty: 4804.479004
	Iteration 1F: 3 clusters Score -1728904 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1729613.375000 Penalty: 4804.479004
	Iteration 2F: 3 clusters Score -1729613 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1730353.500000 Penalty: 4804.479004
	Iteration 3F: 3 clusters Score -1730354 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1731096.625000 Penalty: 4804.479004
	Iteration 4F: 3 clusters Score -1731097 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1731875.500000 Penalty: 4804.479004
	Iteration 5F: 3 clusters Score -1731876 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1732569.500000 Penalty: 4804.479004
	Iteration 6F: 3 clusters Score -1732570 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1733122.625000 Penalty: 4804.479004
	Iteration 7F: 3 clusters Score -1733123 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1733529.250000 Penalty: 4804.479004
	Iteration 8Q: 3 clusters Score -1733529 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1733876.125000 Penalty: 4804.479004
	Iteration 9Q: 3 clusters Score -1733876 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1734155.875000 Penalty: 4804.479004
	Iteration 10Q: 3 clusters Score -1734156 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1734380.750000 Penalty: 4804.479004
	Iteration 11Q: 3 clusters Score -1734381 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1734517.750000 Penalty: 4804.479004
	Iteration 12Q: 3 clusters Score -1734518 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1734606.000000 Penalty: 4804.479004
	Iteration 13Q: 3 clusters Score -1734606 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1734675.875000 Penalty: 4804.479004
	Iteration 14Q: 3 clusters Score -1734676 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1734738.625000 Penalty: 4804.479004
	Iteration 15Q: 3 clusters Score -1734739 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1734788.500000 Penalty: 4804.479004
	Iteration 16Q: 3 clusters Score -1734788 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1734849.500000 Penalty: 4804.479004
	Iteration 17Q: 3 clusters Score -1734850 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1734905.750000 Penalty: 4804.479004
	Iteration 18Q: 3 clusters Score -1734906 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1734966.750000 Penalty: 4804.479004
	Iteration 19Q: 3 clusters Score -1734967 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1735031.750000 Penalty: 4804.479004
	Iteration 20F: 3 clusters Score -1735032 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1735116.750000 Penalty: 4804.479004
	Iteration 21Q: 3 clusters Score -1735117 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1735188.000000 Penalty: 4804.479004
	Iteration 22Q: 3 clusters Score -1735188 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1735266.375000 Penalty: 4804.479004
	Iteration 23Q: 3 clusters Score -1735266 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1735335.500000 Penalty: 4804.479004
	Iteration 24Q: 3 clusters Score -1735336 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1735378.750000 Penalty: 4804.479004
	Iteration 25Q: 3 clusters Score -1735379 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1735415.125000 Penalty: 4804.479004
	Iteration 26Q: 3 clusters Score -1735415 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1735458.000000 Penalty: 4804.479004
	Iteration 27Q: 3 clusters Score -1735458 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1735484.000000 Penalty: 4804.479004
	Iteration 28Q: 3 clusters Score -1735484 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1735502.750000 Penalty: 4804.479004
	Iteration 29Q: 3 clusters Score -1735503 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1735525.875000 Penalty: 4804.479004
	Iteration 30Q: 3 clusters Score -1735526 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1735544.125000 Penalty: 4804.479004
	Iteration 31Q: 3 clusters Score -1735544 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1735550.500000 Penalty: 4804.479004
	Iteration 32Q: 3 clusters Score -1735550 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1735558.500000 Penalty: 4804.479004
	Iteration 33Q: 3 clusters Score -1735558 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1735564.625000 Penalty: 4804.479004
	Iteration 34Q: 3 clusters Score -1735565 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1735568.875000 Penalty: 4804.479004
	Iteration 35Q: 3 clusters Score -1735569 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1735565.250000 Penalty: 4804.479004
	Iteration 36Q: 3 clusters Score -1735565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1735570.750000 Penalty: 4804.479004
	Iteration 37Q: 3 clusters Score -1735571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1735571.875000 Penalty: 4804.479004
	Iteration 38Q: 3 clusters Score -1735572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1735576.250000 Penalty: 4804.479004
	Iteration 39Q: 3 clusters Score -1735576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1735579.750000 Penalty: 4804.479004
	Iteration 40F: 3 clusters Score -1735580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1735580.000000 Penalty: 4804.479004
	Iteration 41Q: 3 clusters Score -1735580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1735585.000000 Penalty: 4804.479004
	Iteration 42Q: 3 clusters Score -1735585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1735583.875000 Penalty: 4804.479004
	Iteration 43Q: 3 clusters Score -1735584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1735587.875000 Penalty: 4804.479004
	Iteration 44Q: 3 clusters Score -1735588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1735591.000000 Penalty: 4804.479004
	Iteration 45Q: 3 clusters Score -1735591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1735590.875000 Penalty: 4804.479004
	Iteration 46Q: 3 clusters Score -1735591 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1735595.000000 Penalty: 4804.479004
	Iteration 47Q: 3 clusters Score -1735595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1735601.250000 Penalty: 4804.479004
	Iteration 48Q: 3 clusters Score -1735601 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1735599.875000 Penalty: 4804.479004
	Iteration 49Q: 3 clusters Score -1735600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1735601.250000 Penalty: 4804.479004
	Iteration 50Q: 3 clusters Score -1735601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1735601.250000 Penalty: 4804.479004
	Iteration 51Q: 3 clusters Score -1735601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1735603.375000 Penalty: 4804.479004
	Iteration 52Q: 3 clusters Score -1735603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1735604.125000 Penalty: 4804.479004
	Iteration 53Q: 3 clusters Score -1735604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1735605.500000 Penalty: 4804.479004
	Iteration 54Q: 3 clusters Score -1735606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1735609.625000 Penalty: 4804.479004
	Iteration 55Q: 3 clusters Score -1735610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1735611.750000 Penalty: 4804.479004
	Iteration 56Q: 3 clusters Score -1735612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1735609.750000 Penalty: 4804.479004
	Iteration 57Q: 3 clusters Score -1735610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1735613.250000 Penalty: 4804.479004
	Iteration 58Q: 3 clusters Score -1735613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1735613.500000 Penalty: 4804.479004
	Iteration 59Q: 3 clusters Score -1735614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1735614.750000 Penalty: 4804.479004
	Iteration 60F: 3 clusters Score -1735615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1735616.000000 Penalty: 4804.479004
	Iteration 61Q: 3 clusters Score -1735616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1735616.125000 Penalty: 4804.479004
	Iteration 62Q: 3 clusters Score -1735616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1735621.000000 Penalty: 4804.479004
	Iteration 63Q: 3 clusters Score -1735621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1735613.250000 Penalty: 4804.479004
	Iteration 64Q: 3 clusters Score -1735613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1735614.250000 Penalty: 4804.479004
	Iteration 65Q: 3 clusters Score -1735614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1735617.625000 Penalty: 4804.479004
	Iteration 66Q: 3 clusters Score -1735618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1735619.375000 Penalty: 4804.479004
	Iteration 67Q: 3 clusters Score -1735619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1735622.500000 Penalty: 4804.479004
	Iteration 68Q: 3 clusters Score -1735622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1735624.375000 Penalty: 4804.479004
	Iteration 69Q: 3 clusters Score -1735624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1735625.250000 Penalty: 4804.479004
	Iteration 70Q: 3 clusters Score -1735625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1735623.750000 Penalty: 4804.479004
	Iteration 71Q: 3 clusters Score -1735624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1735624.375000 Penalty: 4804.479004
	Iteration 72Q: 3 clusters Score -1735624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1735624.375000 Penalty: 4804.479004
	Iteration 73F: 3 clusters Score -1735624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (30001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30001 members 
Entering Unmasked Estep 
Score: -3241269.000000 Penalty: 2556.628418
	Iteration 0F: 2 clusters Score -3241269 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 14983 members 
Entering Unmasked Estep 
Score: -3220745.500000 Penalty: 5113.256836
	Iteration 0F: 3 clusters Score -3220746 nChanged 13432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -3228337.250000 Penalty: 5113.256836
	Iteration 1F: 3 clusters Score -3228337 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -3229002.500000 Penalty: 5113.256836
	Iteration 2F: 3 clusters Score -3229002 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -3229714.000000 Penalty: 5113.256836
	Iteration 3F: 3 clusters Score -3229714 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -3230399.000000 Penalty: 5113.256836
	Iteration 4F: 3 clusters Score -3230399 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -3231146.000000 Penalty: 5113.256836
	Iteration 5Q: 3 clusters Score -3231146 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -3231988.500000 Penalty: 5113.256836
	Iteration 6Q: 3 clusters Score -3231988 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -3233010.500000 Penalty: 5113.256836
	Iteration 7F: 3 clusters Score -3233010 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -3234168.750000 Penalty: 5113.256836
	Iteration 8F: 3 clusters Score -3234169 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -3235307.250000 Penalty: 5113.256836
	Iteration 9F: 3 clusters Score -3235307 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -3236354.000000 Penalty: 5113.256836
	Iteration 10Q: 3 clusters Score -3236354 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -3237128.000000 Penalty: 5113.256836
	Iteration 11Q: 3 clusters Score -3237128 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -3237676.000000 Penalty: 5113.256836
	Iteration 12Q: 3 clusters Score -3237676 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -3238093.250000 Penalty: 5113.256836
	Iteration 13Q: 3 clusters Score -3238093 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -3238364.000000 Penalty: 5113.256836
	Iteration 14Q: 3 clusters Score -3238364 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -3238613.500000 Penalty: 5113.256836
	Iteration 15Q: 3 clusters Score -3238614 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -3238792.250000 Penalty: 5113.256836
	Iteration 16Q: 3 clusters Score -3238792 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -3238951.000000 Penalty: 5113.256836
	Iteration 17Q: 3 clusters Score -3238951 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -3239115.000000 Penalty: 5113.256836
	Iteration 18Q: 3 clusters Score -3239115 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -3239296.000000 Penalty: 5113.256836
	Iteration 19Q: 3 clusters Score -3239296 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -3239471.250000 Penalty: 5113.256836
	Iteration 20F: 3 clusters Score -3239471 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -3239689.500000 Penalty: 5113.256836
	Iteration 21Q: 3 clusters Score -3239690 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -3239896.250000 Penalty: 5113.256836
	Iteration 22Q: 3 clusters Score -3239896 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -3240141.750000 Penalty: 5113.256836
	Iteration 23Q: 3 clusters Score -3240142 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -3240350.000000 Penalty: 5113.256836
	Iteration 24Q: 3 clusters Score -3240350 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -3240495.250000 Penalty: 5113.256836
	Iteration 25Q: 3 clusters Score -3240495 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -3240605.250000 Penalty: 5113.256836
	Iteration 26Q: 3 clusters Score -3240605 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -3240678.250000 Penalty: 5113.256836
	Iteration 27Q: 3 clusters Score -3240678 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -3240738.500000 Penalty: 5113.256836
	Iteration 28Q: 3 clusters Score -3240738 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -3240784.500000 Penalty: 5113.256836
	Iteration 29Q: 3 clusters Score -3240784 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -3240828.250000 Penalty: 5113.256836
	Iteration 30Q: 3 clusters Score -3240828 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -3240848.000000 Penalty: 5113.256836
	Iteration 31Q: 3 clusters Score -3240848 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -3240858.500000 Penalty: 5113.256836
	Iteration 32Q: 3 clusters Score -3240858 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -3240889.500000 Penalty: 5113.256836
	Iteration 33Q: 3 clusters Score -3240890 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -3240903.500000 Penalty: 5113.256836
	Iteration 34Q: 3 clusters Score -3240904 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -3240913.500000 Penalty: 5113.256836
	Iteration 35Q: 3 clusters Score -3240914 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -3240926.000000 Penalty: 5113.256836
	Iteration 36Q: 3 clusters Score -3240926 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -3240925.750000 Penalty: 5113.256836
	Iteration 37Q: 3 clusters Score -3240926 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -3240934.250000 Penalty: 5113.256836
	Iteration 38Q: 3 clusters Score -3240934 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -3240944.750000 Penalty: 5113.256836
	Iteration 39Q: 3 clusters Score -3240945 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -3240947.750000 Penalty: 5113.256836
	Iteration 40F: 3 clusters Score -3240948 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -3240962.000000 Penalty: 5113.256836
	Iteration 41Q: 3 clusters Score -3240962 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -3240969.250000 Penalty: 5113.256836
	Iteration 42Q: 3 clusters Score -3240969 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -3240972.750000 Penalty: 5113.256836
	Iteration 43Q: 3 clusters Score -3240973 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -3240969.500000 Penalty: 5113.256836
	Iteration 44Q: 3 clusters Score -3240970 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -3240976.000000 Penalty: 5113.256836
	Iteration 45Q: 3 clusters Score -3240976 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -3240980.500000 Penalty: 5113.256836
	Iteration 46Q: 3 clusters Score -3240980 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -3240984.500000 Penalty: 5113.256836
	Iteration 47Q: 3 clusters Score -3240984 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -3240994.750000 Penalty: 5113.256836
	Iteration 48Q: 3 clusters Score -3240995 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -3241000.000000 Penalty: 5113.256836
	Iteration 49Q: 3 clusters Score -3241000 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -3240991.750000 Penalty: 5113.256836
	Iteration 50Q: 3 clusters Score -3240992 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -3240997.250000 Penalty: 5113.256836
	Iteration 51Q: 3 clusters Score -3240997 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -3241008.750000 Penalty: 5113.256836
	Iteration 52Q: 3 clusters Score -3241009 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -3241008.250000 Penalty: 5113.256836
	Iteration 53Q: 3 clusters Score -3241008 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -3241001.250000 Penalty: 5113.256836
	Iteration 54Q: 3 clusters Score -3241001 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -3241005.250000 Penalty: 5113.256836
	Iteration 55Q: 3 clusters Score -3241005 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -3241008.750000 Penalty: 5113.256836
	Iteration 56Q: 3 clusters Score -3241009 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -3241015.000000 Penalty: 5113.256836
	Iteration 57Q: 3 clusters Score -3241015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -3241015.000000 Penalty: 5113.256836
	Iteration 58Q: 3 clusters Score -3241015 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -3241017.250000 Penalty: 5113.256836
	Iteration 59Q: 3 clusters Score -3241017 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -3241021.500000 Penalty: 5113.256836
	Iteration 60F: 3 clusters Score -3241022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -3241023.250000 Penalty: 5113.256836
	Iteration 61Q: 3 clusters Score -3241023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -3241020.750000 Penalty: 5113.256836
	Iteration 62Q: 3 clusters Score -3241021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -3241019.500000 Penalty: 5113.256836
	Iteration 63Q: 3 clusters Score -3241020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -3241025.500000 Penalty: 5113.256836
	Iteration 64Q: 3 clusters Score -3241026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -3241020.500000 Penalty: 5113.256836
	Iteration 65Q: 3 clusters Score -3241020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -3241026.250000 Penalty: 5113.256836
	Iteration 66Q: 3 clusters Score -3241026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -3241033.250000 Penalty: 5113.256836
	Iteration 67Q: 3 clusters Score -3241033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -3241032.750000 Penalty: 5113.256836
	Iteration 68Q: 3 clusters Score -3241033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -3241033.250000 Penalty: 5113.256836
	Iteration 69Q: 3 clusters Score -3241033 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -3241038.750000 Penalty: 5113.256836
	Iteration 70Q: 3 clusters Score -3241039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -3241038.000000 Penalty: 5113.256836
	Iteration 71Q: 3 clusters Score -3241038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -3241041.250000 Penalty: 5113.256836
	Iteration 72Q: 3 clusters Score -3241041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -3241041.750000 Penalty: 5113.256836
	Iteration 73Q: 3 clusters Score -3241042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -3241039.250000 Penalty: 5113.256836
	Iteration 74Q: 3 clusters Score -3241039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -3241045.000000 Penalty: 5113.256836
	Iteration 75Q: 3 clusters Score -3241045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -3241040.750000 Penalty: 5113.256836
	Iteration 76Q: 3 clusters Score -3241041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -3241040.750000 Penalty: 5113.256836
	Iteration 77F: 3 clusters Score -3241041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (12029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Entering Unmasked Estep 
Score: -1110262.250000 Penalty: 2329.978760
	Iteration 0F: 2 clusters Score -1110262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1101230.000000 Penalty: 4659.957520
	Iteration 0F: 3 clusters Score -1101230 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1104034.500000 Penalty: 4659.957520
	Iteration 1F: 3 clusters Score -1104034 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1104440.375000 Penalty: 4659.957520
	Iteration 2F: 3 clusters Score -1104440 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1104804.750000 Penalty: 4659.957520
	Iteration 3F: 3 clusters Score -1104805 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1105152.500000 Penalty: 4659.957520
	Iteration 4F: 3 clusters Score -1105152 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1105535.875000 Penalty: 4659.957520
	Iteration 5Q: 3 clusters Score -1105536 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1105886.125000 Penalty: 4659.957520
	Iteration 6Q: 3 clusters Score -1105886 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1106238.500000 Penalty: 4659.957520
	Iteration 7Q: 3 clusters Score -1106238 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1106551.125000 Penalty: 4659.957520
	Iteration 8Q: 3 clusters Score -1106551 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1106854.000000 Penalty: 4659.957520
	Iteration 9Q: 3 clusters Score -1106854 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1107116.625000 Penalty: 4659.957520
	Iteration 10Q: 3 clusters Score -1107117 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1107314.125000 Penalty: 4659.957520
	Iteration 11Q: 3 clusters Score -1107314 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1107483.125000 Penalty: 4659.957520
	Iteration 12Q: 3 clusters Score -1107483 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1107622.125000 Penalty: 4659.957520
	Iteration 13Q: 3 clusters Score -1107622 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1107731.875000 Penalty: 4659.957520
	Iteration 14Q: 3 clusters Score -1107732 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1107813.750000 Penalty: 4659.957520
	Iteration 15Q: 3 clusters Score -1107814 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1107873.375000 Penalty: 4659.957520
	Iteration 16Q: 3 clusters Score -1107873 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1107936.625000 Penalty: 4659.957520
	Iteration 17Q: 3 clusters Score -1107937 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1107989.625000 Penalty: 4659.957520
	Iteration 18Q: 3 clusters Score -1107990 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1108027.125000 Penalty: 4659.957520
	Iteration 19Q: 3 clusters Score -1108027 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1108060.875000 Penalty: 4659.957520
	Iteration 20F: 3 clusters Score -1108061 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1108087.625000 Penalty: 4659.957520
	Iteration 21Q: 3 clusters Score -1108088 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1108109.500000 Penalty: 4659.957520
	Iteration 22Q: 3 clusters Score -1108110 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1108120.375000 Penalty: 4659.957520
	Iteration 23Q: 3 clusters Score -1108120 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1108134.125000 Penalty: 4659.957520
	Iteration 24Q: 3 clusters Score -1108134 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1108139.875000 Penalty: 4659.957520
	Iteration 25Q: 3 clusters Score -1108140 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1108145.000000 Penalty: 4659.957520
	Iteration 26Q: 3 clusters Score -1108145 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1108153.000000 Penalty: 4659.957520
	Iteration 27Q: 3 clusters Score -1108153 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1108154.875000 Penalty: 4659.957520
	Iteration 28Q: 3 clusters Score -1108155 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1108156.875000 Penalty: 4659.957520
	Iteration 29Q: 3 clusters Score -1108157 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1108161.375000 Penalty: 4659.957520
	Iteration 30Q: 3 clusters Score -1108161 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1108157.125000 Penalty: 4659.957520
	Iteration 31Q: 3 clusters Score -1108157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1108161.625000 Penalty: 4659.957520
	Iteration 32Q: 3 clusters Score -1108162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1108166.875000 Penalty: 4659.957520
	Iteration 33Q: 3 clusters Score -1108167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1108166.125000 Penalty: 4659.957520
	Iteration 34Q: 3 clusters Score -1108166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1108167.750000 Penalty: 4659.957520
	Iteration 35Q: 3 clusters Score -1108168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1108172.250000 Penalty: 4659.957520
	Iteration 36Q: 3 clusters Score -1108172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1108169.500000 Penalty: 4659.957520
	Iteration 37Q: 3 clusters Score -1108170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1108173.375000 Penalty: 4659.957520
	Iteration 38Q: 3 clusters Score -1108173 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1108175.250000 Penalty: 4659.957520
	Iteration 39Q: 3 clusters Score -1108175 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1108180.875000 Penalty: 4659.957520
	Iteration 40F: 3 clusters Score -1108181 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1108180.750000 Penalty: 4659.957520
	Iteration 41Q: 3 clusters Score -1108181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1108182.500000 Penalty: 4659.957520
	Iteration 42Q: 3 clusters Score -1108182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1108184.750000 Penalty: 4659.957520
	Iteration 43Q: 3 clusters Score -1108185 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1108185.500000 Penalty: 4659.957520
	Iteration 44Q: 3 clusters Score -1108186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1108192.750000 Penalty: 4659.957520
	Iteration 45Q: 3 clusters Score -1108193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1108188.250000 Penalty: 4659.957520
	Iteration 46Q: 3 clusters Score -1108188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1108188.875000 Penalty: 4659.957520
	Iteration 47Q: 3 clusters Score -1108189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1108192.125000 Penalty: 4659.957520
	Iteration 48Q: 3 clusters Score -1108192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1108194.375000 Penalty: 4659.957520
	Iteration 49Q: 3 clusters Score -1108194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1108192.125000 Penalty: 4659.957520
	Iteration 50Q: 3 clusters Score -1108192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1108192.500000 Penalty: 4659.957520
	Iteration 51Q: 3 clusters Score -1108192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1108194.125000 Penalty: 4659.957520
	Iteration 52Q: 3 clusters Score -1108194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1108192.750000 Penalty: 4659.957520
	Iteration 53Q: 3 clusters Score -1108193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1108192.625000 Penalty: 4659.957520
	Iteration 54Q: 3 clusters Score -1108193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1108193.000000 Penalty: 4659.957520
	Iteration 55Q: 3 clusters Score -1108193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1108194.250000 Penalty: 4659.957520
	Iteration 56Q: 3 clusters Score -1108194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1108195.500000 Penalty: 4659.957520
	Iteration 57Q: 3 clusters Score -1108196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1108194.500000 Penalty: 4659.957520
	Iteration 58Q: 3 clusters Score -1108194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1108194.625000 Penalty: 4659.957520
	Iteration 59Q: 3 clusters Score -1108195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1108194.500000 Penalty: 4659.957520
	Iteration 60F: 3 clusters Score -1108194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1108197.500000 Penalty: 4659.957520
	Iteration 61Q: 3 clusters Score -1108198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1108198.750000 Penalty: 4659.957520
	Iteration 62Q: 3 clusters Score -1108199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1108201.375000 Penalty: 4659.957520
	Iteration 63Q: 3 clusters Score -1108201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1108201.875000 Penalty: 4659.957520
	Iteration 64Q: 3 clusters Score -1108202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1108202.625000 Penalty: 4659.957520
	Iteration 65Q: 3 clusters Score -1108203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1108201.750000 Penalty: 4659.957520
	Iteration 66Q: 3 clusters Score -1108202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1108197.875000 Penalty: 4659.957520
	Iteration 67Q: 3 clusters Score -1108198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1108200.625000 Penalty: 4659.957520
	Iteration 68Q: 3 clusters Score -1108201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1108199.250000 Penalty: 4659.957520
	Iteration 69Q: 3 clusters Score -1108199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1108199.250000 Penalty: 4659.957520
	Iteration 70F: 3 clusters Score -1108199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (3506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Entering Unmasked Estep 
Score: -302712.625000 Penalty: 2024.233398
	Iteration 0F: 2 clusters Score -302712.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -299189.312500 Penalty: 4048.466797
	Iteration 0F: 3 clusters Score -299189.3 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -300155.312500 Penalty: 4048.466797
	Iteration 1F: 3 clusters Score -300155.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -300577.906250 Penalty: 4048.466797
	Iteration 2F: 3 clusters Score -300577.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -300918.281250 Penalty: 4048.466797
	Iteration 3F: 3 clusters Score -300918.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -301180.031250 Penalty: 4048.466797
	Iteration 4F: 3 clusters Score -301180 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -301365.937500 Penalty: 4048.466797
	Iteration 5F: 3 clusters Score -301365.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -301479.343750 Penalty: 4048.466797
	Iteration 6Q: 3 clusters Score -301479.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -301556.312500 Penalty: 4048.466797
	Iteration 7Q: 3 clusters Score -301556.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -301608.000000 Penalty: 4048.466797
	Iteration 8Q: 3 clusters Score -301608 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -301643.875000 Penalty: 4048.466797
	Iteration 9Q: 3 clusters Score -301643.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -301674.781250 Penalty: 4048.466797
	Iteration 10Q: 3 clusters Score -301674.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -301702.687500 Penalty: 4048.466797
	Iteration 11Q: 3 clusters Score -301702.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -301729.875000 Penalty: 4048.466797
	Iteration 12Q: 3 clusters Score -301729.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -301747.125000 Penalty: 4048.466797
	Iteration 13Q: 3 clusters Score -301747.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -301757.718750 Penalty: 4048.466797
	Iteration 14Q: 3 clusters Score -301757.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -301766.687500 Penalty: 4048.466797
	Iteration 15Q: 3 clusters Score -301766.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -301772.718750 Penalty: 4048.466797
	Iteration 16Q: 3 clusters Score -301772.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -301778.531250 Penalty: 4048.466797
	Iteration 17Q: 3 clusters Score -301778.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -301785.312500 Penalty: 4048.466797
	Iteration 18Q: 3 clusters Score -301785.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -301793.281250 Penalty: 4048.466797
	Iteration 19Q: 3 clusters Score -301793.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -301798.781250 Penalty: 4048.466797
	Iteration 20F: 3 clusters Score -301798.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -301801.343750 Penalty: 4048.466797
	Iteration 21Q: 3 clusters Score -301801.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -301805.968750 Penalty: 4048.466797
	Iteration 22Q: 3 clusters Score -301806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -301810.812500 Penalty: 4048.466797
	Iteration 23Q: 3 clusters Score -301810.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -301818.687500 Penalty: 4048.466797
	Iteration 24Q: 3 clusters Score -301818.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -301821.718750 Penalty: 4048.466797
	Iteration 25Q: 3 clusters Score -301821.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -301823.562500 Penalty: 4048.466797
	Iteration 26Q: 3 clusters Score -301823.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -301825.312500 Penalty: 4048.466797
	Iteration 27Q: 3 clusters Score -301825.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -301825.750000 Penalty: 4048.466797
	Iteration 28Q: 3 clusters Score -301825.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -301828.843750 Penalty: 4048.466797
	Iteration 29Q: 3 clusters Score -301828.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -301830.125000 Penalty: 4048.466797
	Iteration 30Q: 3 clusters Score -301830.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -301830.625000 Penalty: 4048.466797
	Iteration 31Q: 3 clusters Score -301830.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -301831.093750 Penalty: 4048.466797
	Iteration 32Q: 3 clusters Score -301831.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -301831.437500 Penalty: 4048.466797
	Iteration 33Q: 3 clusters Score -301831.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -301831.437500 Penalty: 4048.466797
	Iteration 34F: 3 clusters Score -301831.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Entering Unmasked Estep 
Score: -219776.921875 Penalty: 1892.354370
	Iteration 0F: 2 clusters Score -219776.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -217078.343750 Penalty: 3784.708740
	Iteration 0F: 3 clusters Score -217078.3 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -217555.468750 Penalty: 3784.708740
	Iteration 1F: 3 clusters Score -217555.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -217689.734375 Penalty: 3784.708740
	Iteration 2F: 3 clusters Score -217689.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -217756.500000 Penalty: 3784.708740
	Iteration 3Q: 3 clusters Score -217756.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -217803.203125 Penalty: 3784.708740
	Iteration 4Q: 3 clusters Score -217803.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -217839.250000 Penalty: 3784.708740
	Iteration 5Q: 3 clusters Score -217839.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -217871.750000 Penalty: 3784.708740
	Iteration 6Q: 3 clusters Score -217871.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -217893.984375 Penalty: 3784.708740
	Iteration 7Q: 3 clusters Score -217894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -217910.343750 Penalty: 3784.708740
	Iteration 8Q: 3 clusters Score -217910.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -217928.875000 Penalty: 3784.708740
	Iteration 9Q: 3 clusters Score -217928.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -217941.234375 Penalty: 3784.708740
	Iteration 10Q: 3 clusters Score -217941.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -217946.703125 Penalty: 3784.708740
	Iteration 11Q: 3 clusters Score -217946.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -217949.171875 Penalty: 3784.708740
	Iteration 12Q: 3 clusters Score -217949.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -217957.546875 Penalty: 3784.708740
	Iteration 13Q: 3 clusters Score -217957.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -217961.156250 Penalty: 3784.708740
	Iteration 14Q: 3 clusters Score -217961.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -217967.984375 Penalty: 3784.708740
	Iteration 15Q: 3 clusters Score -217968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -217971.625000 Penalty: 3784.708740
	Iteration 16Q: 3 clusters Score -217971.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -217974.984375 Penalty: 3784.708740
	Iteration 17Q: 3 clusters Score -217975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -217976.765625 Penalty: 3784.708740
	Iteration 18Q: 3 clusters Score -217976.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -217978.937500 Penalty: 3784.708740
	Iteration 19Q: 3 clusters Score -217978.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -217979.296875 Penalty: 3784.708740
	Iteration 20F: 3 clusters Score -217979.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Entering Unmasked Estep 
Score: -172898.000000 Penalty: 1835.959106
	Iteration 0F: 2 clusters Score -172898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -170549.046875 Penalty: 3671.918213
	Iteration 0F: 3 clusters Score -170549 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -170944.515625 Penalty: 3671.918213
	Iteration 1F: 3 clusters Score -170944.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -171047.250000 Penalty: 3671.918213
	Iteration 2F: 3 clusters Score -171047.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -171114.312500 Penalty: 3671.918213
	Iteration 3Q: 3 clusters Score -171114.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -171166.093750 Penalty: 3671.918213
	Iteration 4Q: 3 clusters Score -171166.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -171210.984375 Penalty: 3671.918213
	Iteration 5Q: 3 clusters Score -171211 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -171258.000000 Penalty: 3671.918213
	Iteration 6Q: 3 clusters Score -171258 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -171295.234375 Penalty: 3671.918213
	Iteration 7Q: 3 clusters Score -171295.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -171327.000000 Penalty: 3671.918213
	Iteration 8Q: 3 clusters Score -171327 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -171373.125000 Penalty: 3671.918213
	Iteration 9Q: 3 clusters Score -171373.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -171433.890625 Penalty: 3671.918213
	Iteration 10Q: 3 clusters Score -171433.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -171486.203125 Penalty: 3671.918213
	Iteration 11Q: 3 clusters Score -171486.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -171526.078125 Penalty: 3671.918213
	Iteration 12Q: 3 clusters Score -171526.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -171567.984375 Penalty: 3671.918213
	Iteration 13Q: 3 clusters Score -171568 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -171624.921875 Penalty: 3671.918213
	Iteration 14Q: 3 clusters Score -171624.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -171695.593750 Penalty: 3671.918213
	Iteration 15Q: 3 clusters Score -171695.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -171748.859375 Penalty: 3671.918213
	Iteration 16Q: 3 clusters Score -171748.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -171784.750000 Penalty: 3671.918213
	Iteration 17Q: 3 clusters Score -171784.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -171808.140625 Penalty: 3671.918213
	Iteration 18Q: 3 clusters Score -171808.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -171835.453125 Penalty: 3671.918213
	Iteration 19Q: 3 clusters Score -171835.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -171865.125000 Penalty: 3671.918213
	Iteration 20F: 3 clusters Score -171865.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -171894.296875 Penalty: 3671.918213
	Iteration 21Q: 3 clusters Score -171894.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -171918.953125 Penalty: 3671.918213
	Iteration 22Q: 3 clusters Score -171919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -171929.218750 Penalty: 3671.918213
	Iteration 23Q: 3 clusters Score -171929.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -171937.781250 Penalty: 3671.918213
	Iteration 24Q: 3 clusters Score -171937.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -171941.921875 Penalty: 3671.918213
	Iteration 25Q: 3 clusters Score -171941.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -171945.593750 Penalty: 3671.918213
	Iteration 26Q: 3 clusters Score -171945.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -171946.187500 Penalty: 3671.918213
	Iteration 27Q: 3 clusters Score -171946.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -171946.187500 Penalty: 3671.918213
	Iteration 28F: 3 clusters Score -171946.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (1095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Entering Unmasked Estep 
Score: -111039.296875 Penalty: 1735.630371
	Iteration 0F: 2 clusters Score -111039.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -109065.140625 Penalty: 3471.260742
	Iteration 0F: 3 clusters Score -109065.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -109407.437500 Penalty: 3471.260742
	Iteration 1F: 3 clusters Score -109407.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -109525.468750 Penalty: 3471.260742
	Iteration 2F: 3 clusters Score -109525.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -109603.679688 Penalty: 3471.260742
	Iteration 3Q: 3 clusters Score -109603.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -109660.726562 Penalty: 3471.260742
	Iteration 4Q: 3 clusters Score -109660.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -109721.382812 Penalty: 3471.260742
	Iteration 5Q: 3 clusters Score -109721.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -109751.296875 Penalty: 3471.260742
	Iteration 6Q: 3 clusters Score -109751.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -109763.046875 Penalty: 3471.260742
	Iteration 7Q: 3 clusters Score -109763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -109780.625000 Penalty: 3471.260742
	Iteration 8Q: 3 clusters Score -109780.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -109799.640625 Penalty: 3471.260742
	Iteration 9Q: 3 clusters Score -109799.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -109817.914062 Penalty: 3471.260742
	Iteration 10Q: 3 clusters Score -109817.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -109840.359375 Penalty: 3471.260742
	Iteration 11Q: 3 clusters Score -109840.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -109863.421875 Penalty: 3471.260742
	Iteration 12Q: 3 clusters Score -109863.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -109903.460938 Penalty: 3471.260742
	Iteration 13Q: 3 clusters Score -109903.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -109922.703125 Penalty: 3471.260742
	Iteration 14Q: 3 clusters Score -109922.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -109934.031250 Penalty: 3471.260742
	Iteration 15Q: 3 clusters Score -109934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -109939.218750 Penalty: 3471.260742
	Iteration 16Q: 3 clusters Score -109939.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -109940.078125 Penalty: 3471.260742
	Iteration 17Q: 3 clusters Score -109940.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -109942.421875 Penalty: 3471.260742
	Iteration 18Q: 3 clusters Score -109942.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -109954.257812 Penalty: 3471.260742
	Iteration 19Q: 3 clusters Score -109954.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -109994.671875 Penalty: 3471.260742
	Iteration 20F: 3 clusters Score -109994.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -110011.109375 Penalty: 3471.260742
	Iteration 21Q: 3 clusters Score -110011.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -110029.398438 Penalty: 3471.260742
	Iteration 22Q: 3 clusters Score -110029.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -110052.937500 Penalty: 3471.260742
	Iteration 23Q: 3 clusters Score -110052.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -110079.101562 Penalty: 3471.260742
	Iteration 24Q: 3 clusters Score -110079.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -110099.046875 Penalty: 3471.260742
	Iteration 25Q: 3 clusters Score -110099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -110111.007812 Penalty: 3471.260742
	Iteration 26Q: 3 clusters Score -110111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -110124.726562 Penalty: 3471.260742
	Iteration 27Q: 3 clusters Score -110124.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -110135.304688 Penalty: 3471.260742
	Iteration 28Q: 3 clusters Score -110135.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -110142.828125 Penalty: 3471.260742
	Iteration 29Q: 3 clusters Score -110142.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -110146.265625 Penalty: 3471.260742
	Iteration 30Q: 3 clusters Score -110146.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -110152.414062 Penalty: 3471.260742
	Iteration 31Q: 3 clusters Score -110152.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -110157.617188 Penalty: 3471.260742
	Iteration 32Q: 3 clusters Score -110157.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -110161.609375 Penalty: 3471.260742
	Iteration 33Q: 3 clusters Score -110161.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -110164.703125 Penalty: 3471.260742
	Iteration 34Q: 3 clusters Score -110164.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -110168.648438 Penalty: 3471.260742
	Iteration 35Q: 3 clusters Score -110168.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -110173.117188 Penalty: 3471.260742
	Iteration 36Q: 3 clusters Score -110173.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -110175.671875 Penalty: 3471.260742
	Iteration 37Q: 3 clusters Score -110175.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -110182.414062 Penalty: 3471.260742
	Iteration 38Q: 3 clusters Score -110182.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -110190.406250 Penalty: 3471.260742
	Iteration 39Q: 3 clusters Score -110190.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -110198.976562 Penalty: 3471.260742
	Iteration 40F: 3 clusters Score -110199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -110205.929688 Penalty: 3471.260742
	Iteration 41Q: 3 clusters Score -110205.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -110208.835938 Penalty: 3471.260742
	Iteration 42Q: 3 clusters Score -110208.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -110212.109375 Penalty: 3471.260742
	Iteration 43Q: 3 clusters Score -110212.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -110217.132812 Penalty: 3471.260742
	Iteration 44Q: 3 clusters Score -110217.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -110217.640625 Penalty: 3471.260742
	Iteration 45Q: 3 clusters Score -110217.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -110217.640625 Penalty: 3471.260742
	Iteration 46F: 3 clusters Score -110217.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22127 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101583 members 
Mstep: Class 5 contains 38539 members 
Mstep: Class 6 contains 13725 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183323 members 
Mstep: Class 9 contains 15413 members 
Mstep: Class 10 contains 7207 members 
Mstep: Class 11 contains 17794 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75134 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13425 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37615 members 
Mstep: Class 20 contains 2032 members 
Mstep: Class 21 contains 139809 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13182 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25431 members 
Mstep: Class 29 contains 5772 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20439 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144740 members 
Mstep: Class 35 contains 26718 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28664 members 
Mstep: Class 38 contains 27252 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16098 members 
Mstep: Class 47 contains 30001 members 
Mstep: Class 48 contains 12029 members 
Mstep: Class 49 contains 3506 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176432.000000 Penalty: 179445.484375
Iteration 279Q: 53 clusters Score -1.151764e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22129 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101581 members 
Mstep: Class 5 contains 38540 members 
Mstep: Class 6 contains 13725 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183322 members 
Mstep: Class 9 contains 15413 members 
Mstep: Class 10 contains 7207 members 
Mstep: Class 11 contains 17793 members 
Mstep: Class 12 contains 7036 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75134 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13426 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37614 members 
Mstep: Class 20 contains 2032 members 
Mstep: Class 21 contains 139815 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13182 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25431 members 
Mstep: Class 29 contains 5774 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20439 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144736 members 
Mstep: Class 35 contains 26720 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28658 members 
Mstep: Class 38 contains 27252 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16098 members 
Mstep: Class 47 contains 30001 members 
Mstep: Class 48 contains 12029 members 
Mstep: Class 49 contains 3506 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176416.000000 Penalty: 179445.484375
Iteration 280F: 53 clusters Score -1.151764e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22128 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101578 members 
Mstep: Class 5 contains 38543 members 
Mstep: Class 6 contains 13725 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183321 members 
Mstep: Class 9 contains 15413 members 
Mstep: Class 10 contains 7207 members 
Mstep: Class 11 contains 17789 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75135 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13427 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37612 members 
Mstep: Class 20 contains 2032 members 
Mstep: Class 21 contains 139824 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13182 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25431 members 
Mstep: Class 29 contains 5776 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20439 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144732 members 
Mstep: Class 35 contains 26719 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28655 members 
Mstep: Class 38 contains 27252 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16098 members 
Mstep: Class 47 contains 30002 members 
Mstep: Class 48 contains 12032 members 
Mstep: Class 49 contains 3506 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176320.000000 Penalty: 179445.484375
Iteration 281Q: 53 clusters Score -1.151763e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22131 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101578 members 
Mstep: Class 5 contains 38545 members 
Mstep: Class 6 contains 13725 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183317 members 
Mstep: Class 9 contains 15414 members 
Mstep: Class 10 contains 7207 members 
Mstep: Class 11 contains 17788 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75135 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13426 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37613 members 
Mstep: Class 20 contains 2032 members 
Mstep: Class 21 contains 139827 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13183 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25427 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20438 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144737 members 
Mstep: Class 35 contains 26720 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28649 members 
Mstep: Class 38 contains 27252 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8736 members 
Mstep: Class 46 contains 16098 members 
Mstep: Class 47 contains 30001 members 
Mstep: Class 48 contains 12032 members 
Mstep: Class 49 contains 3506 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176352.000000 Penalty: 179445.484375
Iteration 282Q: 53 clusters Score -1.151764e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22131 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101576 members 
Mstep: Class 5 contains 38548 members 
Mstep: Class 6 contains 13725 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183330 members 
Mstep: Class 9 contains 15414 members 
Mstep: Class 10 contains 7207 members 
Mstep: Class 11 contains 17788 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75135 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13425 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37613 members 
Mstep: Class 20 contains 2032 members 
Mstep: Class 21 contains 139818 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13183 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25427 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20438 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144737 members 
Mstep: Class 35 contains 26721 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28646 members 
Mstep: Class 38 contains 27252 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16097 members 
Mstep: Class 47 contains 30000 members 
Mstep: Class 48 contains 12031 members 
Mstep: Class 49 contains 3506 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176288.000000 Penalty: 179445.484375
Iteration 283Q: 53 clusters Score -1.151763e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22132 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101574 members 
Mstep: Class 5 contains 38550 members 
Mstep: Class 6 contains 13725 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183329 members 
Mstep: Class 9 contains 15414 members 
Mstep: Class 10 contains 7207 members 
Mstep: Class 11 contains 17788 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75135 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13425 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37613 members 
Mstep: Class 20 contains 2031 members 
Mstep: Class 21 contains 139818 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13183 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25427 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20438 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144738 members 
Mstep: Class 35 contains 26722 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28644 members 
Mstep: Class 38 contains 27252 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16097 members 
Mstep: Class 47 contains 30000 members 
Mstep: Class 48 contains 12032 members 
Mstep: Class 49 contains 3506 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176312.000000 Penalty: 179445.484375
Iteration 284Q: 53 clusters Score -1.151763e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22133 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101572 members 
Mstep: Class 5 contains 38552 members 
Mstep: Class 6 contains 13725 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183333 members 
Mstep: Class 9 contains 15414 members 
Mstep: Class 10 contains 7207 members 
Mstep: Class 11 contains 17788 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75136 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13423 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37614 members 
Mstep: Class 20 contains 2031 members 
Mstep: Class 21 contains 139820 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13183 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25426 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20438 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144732 members 
Mstep: Class 35 contains 26722 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28643 members 
Mstep: Class 38 contains 27252 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16097 members 
Mstep: Class 47 contains 30000 members 
Mstep: Class 48 contains 12033 members 
Mstep: Class 49 contains 3506 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176344.000000 Penalty: 179445.484375
Iteration 285Q: 53 clusters Score -1.151763e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22130 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101571 members 
Mstep: Class 5 contains 38553 members 
Mstep: Class 6 contains 13725 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183339 members 
Mstep: Class 9 contains 15414 members 
Mstep: Class 10 contains 7207 members 
Mstep: Class 11 contains 17788 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75136 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13423 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37612 members 
Mstep: Class 20 contains 2031 members 
Mstep: Class 21 contains 139823 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13184 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25425 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20438 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144728 members 
Mstep: Class 35 contains 26723 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28643 members 
Mstep: Class 38 contains 27252 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16097 members 
Mstep: Class 47 contains 30000 members 
Mstep: Class 48 contains 12032 members 
Mstep: Class 49 contains 3506 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176240.000000 Penalty: 179445.484375
Iteration 286Q: 53 clusters Score -1.151762e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22129 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101571 members 
Mstep: Class 5 contains 38554 members 
Mstep: Class 6 contains 13725 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183340 members 
Mstep: Class 9 contains 15415 members 
Mstep: Class 10 contains 7207 members 
Mstep: Class 11 contains 17788 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75136 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13422 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37611 members 
Mstep: Class 20 contains 2031 members 
Mstep: Class 21 contains 139824 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13184 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25425 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20438 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144727 members 
Mstep: Class 35 contains 26723 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28643 members 
Mstep: Class 38 contains 27252 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16097 members 
Mstep: Class 47 contains 30000 members 
Mstep: Class 48 contains 12032 members 
Mstep: Class 49 contains 3506 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176264.000000 Penalty: 179445.484375
Iteration 287Q: 53 clusters Score -1.151763e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22128 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101570 members 
Mstep: Class 5 contains 38556 members 
Mstep: Class 6 contains 13725 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183341 members 
Mstep: Class 9 contains 15414 members 
Mstep: Class 10 contains 7207 members 
Mstep: Class 11 contains 17787 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75136 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13420 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37610 members 
Mstep: Class 20 contains 2031 members 
Mstep: Class 21 contains 139833 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13184 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25425 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20438 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144723 members 
Mstep: Class 35 contains 26724 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28642 members 
Mstep: Class 38 contains 27252 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16097 members 
Mstep: Class 47 contains 30000 members 
Mstep: Class 48 contains 12031 members 
Mstep: Class 49 contains 3506 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176280.000000 Penalty: 179445.484375
Iteration 288Q: 53 clusters Score -1.151763e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22128 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101568 members 
Mstep: Class 5 contains 38558 members 
Mstep: Class 6 contains 13725 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183339 members 
Mstep: Class 9 contains 15415 members 
Mstep: Class 10 contains 7207 members 
Mstep: Class 11 contains 17787 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75135 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13420 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37608 members 
Mstep: Class 20 contains 2031 members 
Mstep: Class 21 contains 139842 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13184 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25424 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20438 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144719 members 
Mstep: Class 35 contains 26725 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28641 members 
Mstep: Class 38 contains 27252 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16097 members 
Mstep: Class 47 contains 29999 members 
Mstep: Class 48 contains 12032 members 
Mstep: Class 49 contains 3506 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176264.000000 Penalty: 179445.484375
Iteration 289Q: 53 clusters Score -1.151763e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22128 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101565 members 
Mstep: Class 5 contains 38562 members 
Mstep: Class 6 contains 13725 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183338 members 
Mstep: Class 9 contains 15415 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17787 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75134 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13420 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37608 members 
Mstep: Class 20 contains 2031 members 
Mstep: Class 21 contains 139847 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13184 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25424 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20439 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144715 members 
Mstep: Class 35 contains 26727 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28641 members 
Mstep: Class 38 contains 27252 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16097 members 
Mstep: Class 47 contains 29997 members 
Mstep: Class 48 contains 12032 members 
Mstep: Class 49 contains 3506 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176256.000000 Penalty: 179445.484375
Iteration 290Q: 53 clusters Score -1.151763e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22128 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101562 members 
Mstep: Class 5 contains 38565 members 
Mstep: Class 6 contains 13725 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183340 members 
Mstep: Class 9 contains 15415 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17787 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75131 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13419 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37607 members 
Mstep: Class 20 contains 2031 members 
Mstep: Class 21 contains 139841 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13184 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25424 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20440 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144725 members 
Mstep: Class 35 contains 26727 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28640 members 
Mstep: Class 38 contains 27252 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16097 members 
Mstep: Class 47 contains 29997 members 
Mstep: Class 48 contains 12032 members 
Mstep: Class 49 contains 3506 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176120.000000 Penalty: 179445.484375
Iteration 291Q: 53 clusters Score -1.151761e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22128 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101560 members 
Mstep: Class 5 contains 38566 members 
Mstep: Class 6 contains 13725 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183338 members 
Mstep: Class 9 contains 15415 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17787 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75131 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13419 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37607 members 
Mstep: Class 20 contains 2031 members 
Mstep: Class 21 contains 139857 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13184 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25424 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20440 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144712 members 
Mstep: Class 35 contains 26728 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28640 members 
Mstep: Class 38 contains 27252 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16097 members 
Mstep: Class 47 contains 29996 members 
Mstep: Class 48 contains 12032 members 
Mstep: Class 49 contains 3506 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176184.000000 Penalty: 179445.484375
Iteration 292Q: 53 clusters Score -1.151762e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22128 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101559 members 
Mstep: Class 5 contains 38567 members 
Mstep: Class 6 contains 13725 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183335 members 
Mstep: Class 9 contains 15415 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17787 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75131 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13418 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37607 members 
Mstep: Class 20 contains 2031 members 
Mstep: Class 21 contains 139861 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13184 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25424 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144710 members 
Mstep: Class 35 contains 26727 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28641 members 
Mstep: Class 38 contains 27252 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16097 members 
Mstep: Class 47 contains 29996 members 
Mstep: Class 48 contains 12032 members 
Mstep: Class 49 contains 3506 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176232.000000 Penalty: 179445.484375
Iteration 293Q: 53 clusters Score -1.151762e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22128 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101558 members 
Mstep: Class 5 contains 38568 members 
Mstep: Class 6 contains 13725 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183337 members 
Mstep: Class 9 contains 15415 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17787 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75131 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13416 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37607 members 
Mstep: Class 20 contains 2031 members 
Mstep: Class 21 contains 139860 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13184 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25424 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144712 members 
Mstep: Class 35 contains 26727 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28640 members 
Mstep: Class 38 contains 27252 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16097 members 
Mstep: Class 47 contains 29996 members 
Mstep: Class 48 contains 12032 members 
Mstep: Class 49 contains 3506 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176152.000000 Penalty: 179445.484375
Iteration 294Q: 53 clusters Score -1.151762e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22129 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101558 members 
Mstep: Class 5 contains 38568 members 
Mstep: Class 6 contains 13725 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183338 members 
Mstep: Class 9 contains 15415 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17787 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75131 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13415 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37607 members 
Mstep: Class 20 contains 2031 members 
Mstep: Class 21 contains 139857 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13184 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25424 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144714 members 
Mstep: Class 35 contains 26727 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28640 members 
Mstep: Class 38 contains 27252 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16097 members 
Mstep: Class 47 contains 29996 members 
Mstep: Class 48 contains 12032 members 
Mstep: Class 49 contains 3506 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176192.000000 Penalty: 179445.484375
Iteration 295Q: 53 clusters Score -1.151762e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22129 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101558 members 
Mstep: Class 5 contains 38568 members 
Mstep: Class 6 contains 13725 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183340 members 
Mstep: Class 9 contains 15415 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17786 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75132 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13415 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37607 members 
Mstep: Class 20 contains 2031 members 
Mstep: Class 21 contains 139855 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13184 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25424 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144716 members 
Mstep: Class 35 contains 26728 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28639 members 
Mstep: Class 38 contains 27252 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16096 members 
Mstep: Class 47 contains 29996 members 
Mstep: Class 48 contains 12031 members 
Mstep: Class 49 contains 3506 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176280.000000 Penalty: 179445.484375
Iteration 296Q: 53 clusters Score -1.151763e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22128 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101558 members 
Mstep: Class 5 contains 38568 members 
Mstep: Class 6 contains 13725 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183344 members 
Mstep: Class 9 contains 15416 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17786 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75133 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13413 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37609 members 
Mstep: Class 20 contains 2031 members 
Mstep: Class 21 contains 139854 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13184 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25424 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20441 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144718 members 
Mstep: Class 35 contains 26728 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28635 members 
Mstep: Class 38 contains 27252 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16095 members 
Mstep: Class 47 contains 29996 members 
Mstep: Class 48 contains 12031 members 
Mstep: Class 49 contains 3506 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176288.000000 Penalty: 179445.484375
Iteration 297Q: 53 clusters Score -1.151763e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22128 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101557 members 
Mstep: Class 5 contains 38570 members 
Mstep: Class 6 contains 13725 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183346 members 
Mstep: Class 9 contains 15416 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17788 members 
Mstep: Class 12 contains 7036 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75132 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13414 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37610 members 
Mstep: Class 20 contains 2031 members 
Mstep: Class 21 contains 139839 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13184 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25424 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20440 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144726 members 
Mstep: Class 35 contains 26729 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28633 members 
Mstep: Class 38 contains 27253 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16094 members 
Mstep: Class 47 contains 29997 members 
Mstep: Class 48 contains 12031 members 
Mstep: Class 49 contains 3506 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176216.000000 Penalty: 179445.484375
Iteration 298Q: 53 clusters Score -1.151762e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22129 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101556 members 
Mstep: Class 5 contains 38572 members 
Mstep: Class 6 contains 13724 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183346 members 
Mstep: Class 9 contains 15416 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17787 members 
Mstep: Class 12 contains 7036 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75132 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13415 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37610 members 
Mstep: Class 20 contains 2031 members 
Mstep: Class 21 contains 139847 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13184 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25425 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20439 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144721 members 
Mstep: Class 35 contains 26729 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28630 members 
Mstep: Class 38 contains 27253 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16094 members 
Mstep: Class 47 contains 29996 members 
Mstep: Class 48 contains 12031 members 
Mstep: Class 49 contains 3506 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176376.000000 Penalty: 179445.484375
Iteration 299Q: 53 clusters Score -1.151764e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22131 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101554 members 
Mstep: Class 5 contains 38574 members 
Mstep: Class 6 contains 13724 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183341 members 
Mstep: Class 9 contains 15416 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17787 members 
Mstep: Class 12 contains 7036 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75132 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13415 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37610 members 
Mstep: Class 20 contains 2031 members 
Mstep: Class 21 contains 139856 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13184 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25425 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20439 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144716 members 
Mstep: Class 35 contains 26730 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28628 members 
Mstep: Class 38 contains 27253 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16094 members 
Mstep: Class 47 contains 29996 members 
Mstep: Class 48 contains 12031 members 
Mstep: Class 49 contains 3506 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176160.000000 Penalty: 179445.484375
Iteration 300F: 53 clusters Score -1.151762e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22133 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101553 members 
Mstep: Class 5 contains 38575 members 
Mstep: Class 6 contains 13723 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183343 members 
Mstep: Class 9 contains 15416 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17787 members 
Mstep: Class 12 contains 7036 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75132 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13415 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37610 members 
Mstep: Class 20 contains 2031 members 
Mstep: Class 21 contains 139856 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13184 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25425 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20439 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144714 members 
Mstep: Class 35 contains 26731 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28626 members 
Mstep: Class 38 contains 27253 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16094 members 
Mstep: Class 47 contains 29996 members 
Mstep: Class 48 contains 12031 members 
Mstep: Class 49 contains 3506 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176160.000000 Penalty: 179445.484375
Iteration 301Q: 53 clusters Score -1.151762e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22131 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101551 members 
Mstep: Class 5 contains 38578 members 
Mstep: Class 6 contains 13723 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183346 members 
Mstep: Class 9 contains 15417 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17787 members 
Mstep: Class 12 contains 7036 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75132 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13415 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37611 members 
Mstep: Class 20 contains 2031 members 
Mstep: Class 21 contains 139856 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13184 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25425 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20439 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144713 members 
Mstep: Class 35 contains 26731 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28624 members 
Mstep: Class 38 contains 27253 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16094 members 
Mstep: Class 47 contains 29996 members 
Mstep: Class 48 contains 12030 members 
Mstep: Class 49 contains 3506 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176208.000000 Penalty: 179445.484375
Iteration 302Q: 53 clusters Score -1.151762e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22128 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101552 members 
Mstep: Class 5 contains 38578 members 
Mstep: Class 6 contains 13723 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183349 members 
Mstep: Class 9 contains 15416 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17787 members 
Mstep: Class 12 contains 7036 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75132 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13415 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37611 members 
Mstep: Class 20 contains 2031 members 
Mstep: Class 21 contains 139853 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13184 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25425 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20439 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144718 members 
Mstep: Class 35 contains 26733 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28622 members 
Mstep: Class 38 contains 27253 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16093 members 
Mstep: Class 47 contains 29994 members 
Mstep: Class 48 contains 12030 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176272.000000 Penalty: 179445.484375
Iteration 303Q: 53 clusters Score -1.151763e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22127 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101552 members 
Mstep: Class 5 contains 38581 members 
Mstep: Class 6 contains 13723 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183339 members 
Mstep: Class 9 contains 15417 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17787 members 
Mstep: Class 12 contains 7036 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75132 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13415 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37613 members 
Mstep: Class 20 contains 2031 members 
Mstep: Class 21 contains 139875 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13184 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25425 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20439 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144705 members 
Mstep: Class 35 contains 26734 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28619 members 
Mstep: Class 38 contains 27253 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16092 members 
Mstep: Class 47 contains 29994 members 
Mstep: Class 48 contains 12029 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176264.000000 Penalty: 179445.484375
Iteration 304Q: 53 clusters Score -1.151763e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22125 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101552 members 
Mstep: Class 5 contains 38584 members 
Mstep: Class 6 contains 13722 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183334 members 
Mstep: Class 9 contains 15417 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17786 members 
Mstep: Class 12 contains 7036 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75132 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13415 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37613 members 
Mstep: Class 20 contains 2032 members 
Mstep: Class 21 contains 139884 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13184 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25425 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20440 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144700 members 
Mstep: Class 35 contains 26736 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28617 members 
Mstep: Class 38 contains 27253 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16092 members 
Mstep: Class 47 contains 29994 members 
Mstep: Class 48 contains 12029 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176168.000000 Penalty: 179445.484375
Iteration 305Q: 53 clusters Score -1.151762e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22121 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101548 members 
Mstep: Class 5 contains 38590 members 
Mstep: Class 6 contains 13722 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183339 members 
Mstep: Class 9 contains 15418 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17786 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75131 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13415 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37613 members 
Mstep: Class 20 contains 2033 members 
Mstep: Class 21 contains 139872 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13184 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25425 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20441 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144712 members 
Mstep: Class 35 contains 26735 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28615 members 
Mstep: Class 38 contains 27253 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16092 members 
Mstep: Class 47 contains 29994 members 
Mstep: Class 48 contains 12028 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176240.000000 Penalty: 179445.484375
Iteration 306Q: 53 clusters Score -1.151762e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22121 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101546 members 
Mstep: Class 5 contains 38592 members 
Mstep: Class 6 contains 13722 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183340 members 
Mstep: Class 9 contains 15418 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17786 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75131 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13415 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37616 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139870 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13184 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25425 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20441 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144712 members 
Mstep: Class 35 contains 26734 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28614 members 
Mstep: Class 38 contains 27253 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16092 members 
Mstep: Class 47 contains 29993 members 
Mstep: Class 48 contains 12028 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176184.000000 Penalty: 179445.484375
Iteration 307Q: 53 clusters Score -1.151762e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22126 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101545 members 
Mstep: Class 5 contains 38590 members 
Mstep: Class 6 contains 13722 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183342 members 
Mstep: Class 9 contains 15418 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17786 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75131 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13415 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37619 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139863 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13185 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25425 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144712 members 
Mstep: Class 35 contains 26734 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28613 members 
Mstep: Class 38 contains 27253 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16092 members 
Mstep: Class 47 contains 29993 members 
Mstep: Class 48 contains 12027 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176248.000000 Penalty: 179445.484375
Iteration 308Q: 53 clusters Score -1.151762e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22125 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101545 members 
Mstep: Class 5 contains 38591 members 
Mstep: Class 6 contains 13722 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183346 members 
Mstep: Class 9 contains 15418 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17785 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75131 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13415 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37621 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139862 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13185 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25425 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144714 members 
Mstep: Class 35 contains 26733 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28608 members 
Mstep: Class 38 contains 27253 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16092 members 
Mstep: Class 47 contains 29993 members 
Mstep: Class 48 contains 12027 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176224.000000 Penalty: 179445.484375
Iteration 309Q: 53 clusters Score -1.151762e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22123 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101544 members 
Mstep: Class 5 contains 38594 members 
Mstep: Class 6 contains 13722 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183344 members 
Mstep: Class 9 contains 15418 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17785 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75131 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13415 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37622 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139867 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13185 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25425 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144710 members 
Mstep: Class 35 contains 26735 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28604 members 
Mstep: Class 38 contains 27253 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16092 members 
Mstep: Class 47 contains 29993 members 
Mstep: Class 48 contains 12029 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176288.000000 Penalty: 179445.484375
Iteration 310Q: 53 clusters Score -1.151763e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22125 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101542 members 
Mstep: Class 5 contains 38596 members 
Mstep: Class 6 contains 13722 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183346 members 
Mstep: Class 9 contains 15418 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17785 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75131 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13415 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37623 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139872 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13185 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25426 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144701 members 
Mstep: Class 35 contains 26737 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28601 members 
Mstep: Class 38 contains 27253 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16092 members 
Mstep: Class 47 contains 29993 members 
Mstep: Class 48 contains 12028 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176240.000000 Penalty: 179445.484375
Iteration 311Q: 53 clusters Score -1.151762e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22127 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101543 members 
Mstep: Class 5 contains 38595 members 
Mstep: Class 6 contains 13722 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183346 members 
Mstep: Class 9 contains 15418 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17785 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75131 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13415 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37626 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139866 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13185 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25426 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144704 members 
Mstep: Class 35 contains 26738 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28597 members 
Mstep: Class 38 contains 27253 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16092 members 
Mstep: Class 47 contains 29993 members 
Mstep: Class 48 contains 12029 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176216.000000 Penalty: 179445.484375
Iteration 312Q: 53 clusters Score -1.151762e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22132 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101543 members 
Mstep: Class 5 contains 38595 members 
Mstep: Class 6 contains 13722 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183345 members 
Mstep: Class 9 contains 15418 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17786 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75132 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13415 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37630 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139866 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13185 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25426 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144700 members 
Mstep: Class 35 contains 26738 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28592 members 
Mstep: Class 38 contains 27253 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16092 members 
Mstep: Class 47 contains 29992 members 
Mstep: Class 48 contains 12029 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176232.000000 Penalty: 179445.484375
Iteration 313Q: 53 clusters Score -1.151762e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22138 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101543 members 
Mstep: Class 5 contains 38597 members 
Mstep: Class 6 contains 13722 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183350 members 
Mstep: Class 9 contains 15418 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17786 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75132 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13415 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37633 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139851 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13185 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25426 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144709 members 
Mstep: Class 35 contains 26737 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28584 members 
Mstep: Class 38 contains 27254 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16092 members 
Mstep: Class 47 contains 29991 members 
Mstep: Class 48 contains 12029 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176296.000000 Penalty: 179445.484375
Iteration 314Q: 53 clusters Score -1.151763e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22140 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101543 members 
Mstep: Class 5 contains 38598 members 
Mstep: Class 6 contains 13721 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183343 members 
Mstep: Class 9 contains 15419 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17786 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75133 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13415 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37635 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139868 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13185 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25426 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144701 members 
Mstep: Class 35 contains 26737 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28582 members 
Mstep: Class 38 contains 27255 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16092 members 
Mstep: Class 47 contains 29987 members 
Mstep: Class 48 contains 12026 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176256.000000 Penalty: 179445.484375
Iteration 315Q: 53 clusters Score -1.151763e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22139 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101543 members 
Mstep: Class 5 contains 38598 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183343 members 
Mstep: Class 9 contains 15419 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17786 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75133 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13415 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37635 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139870 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13185 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25426 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144701 members 
Mstep: Class 35 contains 26737 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28582 members 
Mstep: Class 38 contains 27255 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16092 members 
Mstep: Class 47 contains 29987 members 
Mstep: Class 48 contains 12026 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176248.000000 Penalty: 179445.484375
Iteration 316Q: 53 clusters Score -1.151762e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22138 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101543 members 
Mstep: Class 5 contains 38598 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183343 members 
Mstep: Class 9 contains 15419 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17787 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75133 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13415 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37635 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139872 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13185 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25426 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144700 members 
Mstep: Class 35 contains 26737 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28581 members 
Mstep: Class 38 contains 27255 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16092 members 
Mstep: Class 47 contains 29987 members 
Mstep: Class 48 contains 12026 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176368.000000 Penalty: 179445.484375
Iteration 317Q: 53 clusters Score -1.151764e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22138 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101543 members 
Mstep: Class 5 contains 38598 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183345 members 
Mstep: Class 9 contains 15419 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17787 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75133 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13415 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37635 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139870 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13185 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25426 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144700 members 
Mstep: Class 35 contains 26737 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28581 members 
Mstep: Class 38 contains 27255 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16092 members 
Mstep: Class 47 contains 29987 members 
Mstep: Class 48 contains 12026 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176280.000000 Penalty: 179445.484375
Iteration 318Q: 53 clusters Score -1.151763e+08 nChanged 8
Entering ConstructFrom: 
Score: -115176280.000000 Penalty: 179445.484375
Entering ConstructFrom: 
Trying to split cluster 1 (2761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Entering Unmasked Estep 
Score: -283962.468750 Penalty: 1964.990356
	Iteration 0F: 2 clusters Score -283962.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -280900.812500 Penalty: 3929.980713
	Iteration 0F: 3 clusters Score -280900.8 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -281553.875000 Penalty: 3929.980713
	Iteration 1F: 3 clusters Score -281553.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -281732.093750 Penalty: 3929.980713
	Iteration 2F: 3 clusters Score -281732.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -281833.187500 Penalty: 3929.980713
	Iteration 3Q: 3 clusters Score -281833.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -281926.187500 Penalty: 3929.980713
	Iteration 4Q: 3 clusters Score -281926.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -282014.218750 Penalty: 3929.980713
	Iteration 5Q: 3 clusters Score -282014.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -282109.125000 Penalty: 3929.980713
	Iteration 6Q: 3 clusters Score -282109.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -282226.093750 Penalty: 3929.980713
	Iteration 7Q: 3 clusters Score -282226.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -282357.593750 Penalty: 3929.980713
	Iteration 8Q: 3 clusters Score -282357.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -282499.000000 Penalty: 3929.980713
	Iteration 9Q: 3 clusters Score -282499 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -282626.156250 Penalty: 3929.980713
	Iteration 10Q: 3 clusters Score -282626.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -282723.843750 Penalty: 3929.980713
	Iteration 11Q: 3 clusters Score -282723.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -282792.468750 Penalty: 3929.980713
	Iteration 12Q: 3 clusters Score -282792.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -282846.375000 Penalty: 3929.980713
	Iteration 13Q: 3 clusters Score -282846.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -282880.625000 Penalty: 3929.980713
	Iteration 14Q: 3 clusters Score -282880.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -282915.250000 Penalty: 3929.980713
	Iteration 15Q: 3 clusters Score -282915.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -282937.031250 Penalty: 3929.980713
	Iteration 16Q: 3 clusters Score -282937 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -282952.281250 Penalty: 3929.980713
	Iteration 17Q: 3 clusters Score -282952.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -282959.937500 Penalty: 3929.980713
	Iteration 18Q: 3 clusters Score -282959.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -282966.125000 Penalty: 3929.980713
	Iteration 19Q: 3 clusters Score -282966.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -282968.593750 Penalty: 3929.980713
	Iteration 20F: 3 clusters Score -282968.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -282974.093750 Penalty: 3929.980713
	Iteration 21Q: 3 clusters Score -282974.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -282978.281250 Penalty: 3929.980713
	Iteration 22Q: 3 clusters Score -282978.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -282979.062500 Penalty: 3929.980713
	Iteration 23Q: 3 clusters Score -282979.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -282980.437500 Penalty: 3929.980713
	Iteration 24Q: 3 clusters Score -282980.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -282981.187500 Penalty: 3929.980713
	Iteration 25Q: 3 clusters Score -282981.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -282982.718750 Penalty: 3929.980713
	Iteration 26Q: 3 clusters Score -282982.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -282984.593750 Penalty: 3929.980713
	Iteration 27Q: 3 clusters Score -282984.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -282986.437500 Penalty: 3929.980713
	Iteration 28Q: 3 clusters Score -282986.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -282989.000000 Penalty: 3929.980713
	Iteration 29Q: 3 clusters Score -282989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -282990.500000 Penalty: 3929.980713
	Iteration 30Q: 3 clusters Score -282990.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -282993.250000 Penalty: 3929.980713
	Iteration 31Q: 3 clusters Score -282993.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -282996.906250 Penalty: 3929.980713
	Iteration 32Q: 3 clusters Score -282996.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -282998.250000 Penalty: 3929.980713
	Iteration 33Q: 3 clusters Score -282998.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -283000.718750 Penalty: 3929.980713
	Iteration 34Q: 3 clusters Score -283000.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -283001.375000 Penalty: 3929.980713
	Iteration 35Q: 3 clusters Score -283001.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -283001.375000 Penalty: 3929.980713
	Iteration 36F: 3 clusters Score -283001.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Entering Unmasked Estep 
Score: -2296251.250000 Penalty: 2481.252441
	Iteration 0F: 2 clusters Score -2296251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -2280741.000000 Penalty: 4962.504883
	Iteration 0F: 3 clusters Score -2280741 nChanged 9810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -2286030.500000 Penalty: 4962.504883
	Iteration 1F: 3 clusters Score -2286030 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -2286550.250000 Penalty: 4962.504883
	Iteration 2F: 3 clusters Score -2286550 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -2287001.250000 Penalty: 4962.504883
	Iteration 3F: 3 clusters Score -2287001 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -2287455.000000 Penalty: 4962.504883
	Iteration 4Q: 3 clusters Score -2287455 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -2287964.000000 Penalty: 4962.504883
	Iteration 5Q: 3 clusters Score -2287964 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -2288611.750000 Penalty: 4962.504883
	Iteration 6F: 3 clusters Score -2288612 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -2289371.000000 Penalty: 4962.504883
	Iteration 7F: 3 clusters Score -2289371 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -2290216.750000 Penalty: 4962.504883
	Iteration 8F: 3 clusters Score -2290217 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -2291114.750000 Penalty: 4962.504883
	Iteration 9F: 3 clusters Score -2291115 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -2291904.500000 Penalty: 4962.504883
	Iteration 10Q: 3 clusters Score -2291904 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -2292547.250000 Penalty: 4962.504883
	Iteration 11Q: 3 clusters Score -2292547 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -2293043.750000 Penalty: 4962.504883
	Iteration 12Q: 3 clusters Score -2293044 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -2293378.500000 Penalty: 4962.504883
	Iteration 13Q: 3 clusters Score -2293378 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -2293594.000000 Penalty: 4962.504883
	Iteration 14Q: 3 clusters Score -2293594 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -2293751.250000 Penalty: 4962.504883
	Iteration 15Q: 3 clusters Score -2293751 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -2293880.750000 Penalty: 4962.504883
	Iteration 16Q: 3 clusters Score -2293881 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -2293970.750000 Penalty: 4962.504883
	Iteration 17Q: 3 clusters Score -2293971 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -2294060.000000 Penalty: 4962.504883
	Iteration 18Q: 3 clusters Score -2294060 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -2294122.250000 Penalty: 4962.504883
	Iteration 19Q: 3 clusters Score -2294122 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -2294178.000000 Penalty: 4962.504883
	Iteration 20F: 3 clusters Score -2294178 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -2294242.000000 Penalty: 4962.504883
	Iteration 21Q: 3 clusters Score -2294242 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -2294283.500000 Penalty: 4962.504883
	Iteration 22Q: 3 clusters Score -2294284 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -2294311.250000 Penalty: 4962.504883
	Iteration 23Q: 3 clusters Score -2294311 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -2294340.250000 Penalty: 4962.504883
	Iteration 24Q: 3 clusters Score -2294340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -2294361.500000 Penalty: 4962.504883
	Iteration 25Q: 3 clusters Score -2294362 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -2294376.500000 Penalty: 4962.504883
	Iteration 26Q: 3 clusters Score -2294376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -2294395.500000 Penalty: 4962.504883
	Iteration 27Q: 3 clusters Score -2294396 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -2294400.500000 Penalty: 4962.504883
	Iteration 28Q: 3 clusters Score -2294400 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -2294417.750000 Penalty: 4962.504883
	Iteration 29Q: 3 clusters Score -2294418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -2294425.250000 Penalty: 4962.504883
	Iteration 30Q: 3 clusters Score -2294425 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -2294437.500000 Penalty: 4962.504883
	Iteration 31Q: 3 clusters Score -2294438 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -2294464.250000 Penalty: 4962.504883
	Iteration 32Q: 3 clusters Score -2294464 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -2294482.500000 Penalty: 4962.504883
	Iteration 33Q: 3 clusters Score -2294482 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -2294498.500000 Penalty: 4962.504883
	Iteration 34Q: 3 clusters Score -2294498 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -2294511.000000 Penalty: 4962.504883
	Iteration 35Q: 3 clusters Score -2294511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -2294523.250000 Penalty: 4962.504883
	Iteration 36Q: 3 clusters Score -2294523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -2294531.750000 Penalty: 4962.504883
	Iteration 37Q: 3 clusters Score -2294532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -2294540.000000 Penalty: 4962.504883
	Iteration 38Q: 3 clusters Score -2294540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -2294538.250000 Penalty: 4962.504883
	Iteration 39Q: 3 clusters Score -2294538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -2294541.000000 Penalty: 4962.504883
	Iteration 40F: 3 clusters Score -2294541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -2294542.250000 Penalty: 4962.504883
	Iteration 41Q: 3 clusters Score -2294542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -2294543.500000 Penalty: 4962.504883
	Iteration 42Q: 3 clusters Score -2294544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -2294539.500000 Penalty: 4962.504883
	Iteration 43Q: 3 clusters Score -2294540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -2294539.500000 Penalty: 4962.504883
	Iteration 44F: 3 clusters Score -2294540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Entering Unmasked Estep 
Score: -217008.421875 Penalty: 1892.113525
	Iteration 0F: 2 clusters Score -217008.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -214344.734375 Penalty: 3784.227051
	Iteration 0F: 3 clusters Score -214344.7 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -214800.453125 Penalty: 3784.227051
	Iteration 1F: 3 clusters Score -214800.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -214957.046875 Penalty: 3784.227051
	Iteration 2F: 3 clusters Score -214957 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -215050.343750 Penalty: 3784.227051
	Iteration 3F: 3 clusters Score -215050.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -215105.312500 Penalty: 3784.227051
	Iteration 4Q: 3 clusters Score -215105.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -215149.093750 Penalty: 3784.227051
	Iteration 5Q: 3 clusters Score -215149.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -215180.265625 Penalty: 3784.227051
	Iteration 6Q: 3 clusters Score -215180.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -215210.781250 Penalty: 3784.227051
	Iteration 7Q: 3 clusters Score -215210.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -215237.546875 Penalty: 3784.227051
	Iteration 8Q: 3 clusters Score -215237.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -215258.640625 Penalty: 3784.227051
	Iteration 9Q: 3 clusters Score -215258.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -215276.906250 Penalty: 3784.227051
	Iteration 10Q: 3 clusters Score -215276.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -215289.843750 Penalty: 3784.227051
	Iteration 11Q: 3 clusters Score -215289.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -215298.531250 Penalty: 3784.227051
	Iteration 12Q: 3 clusters Score -215298.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -215308.234375 Penalty: 3784.227051
	Iteration 13Q: 3 clusters Score -215308.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -215315.843750 Penalty: 3784.227051
	Iteration 14Q: 3 clusters Score -215315.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -215318.921875 Penalty: 3784.227051
	Iteration 15Q: 3 clusters Score -215318.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -215321.156250 Penalty: 3784.227051
	Iteration 16Q: 3 clusters Score -215321.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -215328.656250 Penalty: 3784.227051
	Iteration 17Q: 3 clusters Score -215328.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -215333.015625 Penalty: 3784.227051
	Iteration 18Q: 3 clusters Score -215333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -215336.843750 Penalty: 3784.227051
	Iteration 19Q: 3 clusters Score -215336.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -215340.625000 Penalty: 3784.227051
	Iteration 20F: 3 clusters Score -215340.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -215345.046875 Penalty: 3784.227051
	Iteration 21Q: 3 clusters Score -215345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -215350.390625 Penalty: 3784.227051
	Iteration 22Q: 3 clusters Score -215350.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -215357.000000 Penalty: 3784.227051
	Iteration 23Q: 3 clusters Score -215357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -215364.171875 Penalty: 3784.227051
	Iteration 24Q: 3 clusters Score -215364.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -215369.421875 Penalty: 3784.227051
	Iteration 25Q: 3 clusters Score -215369.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -215372.984375 Penalty: 3784.227051
	Iteration 26Q: 3 clusters Score -215373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -215375.703125 Penalty: 3784.227051
	Iteration 27Q: 3 clusters Score -215375.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -215378.765625 Penalty: 3784.227051
	Iteration 28Q: 3 clusters Score -215378.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -215380.015625 Penalty: 3784.227051
	Iteration 29Q: 3 clusters Score -215380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -215380.500000 Penalty: 3784.227051
	Iteration 30Q: 3 clusters Score -215380.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -215381.812500 Penalty: 3784.227051
	Iteration 31Q: 3 clusters Score -215381.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -215383.656250 Penalty: 3784.227051
	Iteration 32Q: 3 clusters Score -215383.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -215383.593750 Penalty: 3784.227051
	Iteration 33Q: 3 clusters Score -215383.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -215384.468750 Penalty: 3784.227051
	Iteration 34Q: 3 clusters Score -215384.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -215386.312500 Penalty: 3784.227051
	Iteration 35Q: 3 clusters Score -215386.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -215387.843750 Penalty: 3784.227051
	Iteration 36Q: 3 clusters Score -215387.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -215388.812500 Penalty: 3784.227051
	Iteration 37Q: 3 clusters Score -215388.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -215389.562500 Penalty: 3784.227051
	Iteration 38Q: 3 clusters Score -215389.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -215389.562500 Penalty: 3784.227051
	Iteration 39F: 3 clusters Score -215389.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (101543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101543 members 
Entering Unmasked Estep 
Score: -11203119.000000 Penalty: 2859.002930
	Iteration 0F: 2 clusters Score -1.120312e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50837 members 
Mstep: Class 2 contains 50706 members 
Entering Unmasked Estep 
Score: -11135235.000000 Penalty: 5718.005859
	Iteration 0F: 3 clusters Score -1.113524e+07 nChanged 48030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52293 members 
Mstep: Class 2 contains 49250 members 
Entering Unmasked Estep 
Score: -11162717.000000 Penalty: 5718.005859
	Iteration 1F: 3 clusters Score -1.116272e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53260 members 
Mstep: Class 2 contains 48283 members 
Entering Unmasked Estep 
Score: -11163588.000000 Penalty: 5718.005859
	Iteration 2Q: 3 clusters Score -1.116359e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54776 members 
Mstep: Class 2 contains 46767 members 
Entering Unmasked Estep 
Score: -11164582.000000 Penalty: 5718.005859
	Iteration 3Q: 3 clusters Score -1.116458e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57032 members 
Mstep: Class 2 contains 44511 members 
Entering Unmasked Estep 
Score: -11165907.000000 Penalty: 5718.005859
	Iteration 4Q: 3 clusters Score -1.116591e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60224 members 
Mstep: Class 2 contains 41319 members 
Entering Unmasked Estep 
Score: -11167777.000000 Penalty: 5718.005859
	Iteration 5Q: 3 clusters Score -1.116778e+07 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64695 members 
Mstep: Class 2 contains 36848 members 
Entering Unmasked Estep 
Score: -11170506.000000 Penalty: 5718.005859
	Iteration 6F: 3 clusters Score -1.117051e+07 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70433 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -11174687.000000 Penalty: 5718.005859
	Iteration 7F: 3 clusters Score -1.117469e+07 nChanged 7069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77090 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -11179680.000000 Penalty: 5718.005859
	Iteration 8F: 3 clusters Score -1.117968e+07 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83922 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -11185414.000000 Penalty: 5718.005859
	Iteration 9F: 3 clusters Score -1.118541e+07 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89870 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -11190791.000000 Penalty: 5718.005859
	Iteration 10F: 3 clusters Score -1.119079e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94388 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -11194998.000000 Penalty: 5718.005859
	Iteration 11Q: 3 clusters Score -1.1195e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97195 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -11197666.000000 Penalty: 5718.005859
	Iteration 12Q: 3 clusters Score -1.119767e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98637 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -11199035.000000 Penalty: 5718.005859
	Iteration 13Q: 3 clusters Score -1.119904e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99398 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -11199824.000000 Penalty: 5718.005859
	Iteration 14Q: 3 clusters Score -1.119982e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99779 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -11200216.000000 Penalty: 5718.005859
	Iteration 15Q: 3 clusters Score -1.120022e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99995 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -11200467.000000 Penalty: 5718.005859
	Iteration 16Q: 3 clusters Score -1.120047e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100142 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -11200636.000000 Penalty: 5718.005859
	Iteration 17Q: 3 clusters Score -1.120064e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100227 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -11200729.000000 Penalty: 5718.005859
	Iteration 18Q: 3 clusters Score -1.120073e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100294 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -11200790.000000 Penalty: 5718.005859
	Iteration 19Q: 3 clusters Score -1.120079e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100338 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -11200829.000000 Penalty: 5718.005859
	Iteration 20F: 3 clusters Score -1.120083e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100365 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -11200882.000000 Penalty: 5718.005859
	Iteration 21Q: 3 clusters Score -1.120088e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100392 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -11200907.000000 Penalty: 5718.005859
	Iteration 22Q: 3 clusters Score -1.120091e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100411 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -11200922.000000 Penalty: 5718.005859
	Iteration 23Q: 3 clusters Score -1.120092e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100421 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -11200939.000000 Penalty: 5718.005859
	Iteration 24Q: 3 clusters Score -1.120094e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100436 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -11200950.000000 Penalty: 5718.005859
	Iteration 25Q: 3 clusters Score -1.120095e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100448 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -11200941.000000 Penalty: 5718.005859
	Iteration 26Q: 3 clusters Score -1.120094e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100455 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -11200952.000000 Penalty: 5718.005859
	Iteration 27Q: 3 clusters Score -1.120095e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100459 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -11200957.000000 Penalty: 5718.005859
	Iteration 28Q: 3 clusters Score -1.120096e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100460 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -11200956.000000 Penalty: 5718.005859
	Iteration 29Q: 3 clusters Score -1.120096e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100462 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -11200953.000000 Penalty: 5718.005859
	Iteration 30Q: 3 clusters Score -1.120095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100463 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -11200952.000000 Penalty: 5718.005859
	Iteration 31Q: 3 clusters Score -1.120095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100465 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -11200962.000000 Penalty: 5718.005859
	Iteration 32Q: 3 clusters Score -1.120096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100466 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -11200964.000000 Penalty: 5718.005859
	Iteration 33Q: 3 clusters Score -1.120096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100469 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -11200959.000000 Penalty: 5718.005859
	Iteration 34Q: 3 clusters Score -1.120096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100472 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -11200964.000000 Penalty: 5718.005859
	Iteration 35Q: 3 clusters Score -1.120096e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100476 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -11200954.000000 Penalty: 5718.005859
	Iteration 36Q: 3 clusters Score -1.120095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100480 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -11200956.000000 Penalty: 5718.005859
	Iteration 37Q: 3 clusters Score -1.120096e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100484 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -11200960.000000 Penalty: 5718.005859
	Iteration 38Q: 3 clusters Score -1.120096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100489 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -11200966.000000 Penalty: 5718.005859
	Iteration 39Q: 3 clusters Score -1.120097e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100489 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -11200969.000000 Penalty: 5718.005859
	Iteration 40F: 3 clusters Score -1.120097e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100491 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -11200970.000000 Penalty: 5718.005859
	Iteration 41Q: 3 clusters Score -1.120097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100495 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -11200966.000000 Penalty: 5718.005859
	Iteration 42Q: 3 clusters Score -1.120097e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100495 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -11200958.000000 Penalty: 5718.005859
	Iteration 43Q: 3 clusters Score -1.120096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100497 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -11200970.000000 Penalty: 5718.005859
	Iteration 44Q: 3 clusters Score -1.120097e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100498 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -11200961.000000 Penalty: 5718.005859
	Iteration 45Q: 3 clusters Score -1.120096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100500 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -11200970.000000 Penalty: 5718.005859
	Iteration 46Q: 3 clusters Score -1.120097e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100505 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -11200972.000000 Penalty: 5718.005859
	Iteration 47Q: 3 clusters Score -1.120097e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100507 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -11200974.000000 Penalty: 5718.005859
	Iteration 48Q: 3 clusters Score -1.120097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100509 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -11200977.000000 Penalty: 5718.005859
	Iteration 49Q: 3 clusters Score -1.120098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100510 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -11200980.000000 Penalty: 5718.005859
	Iteration 50Q: 3 clusters Score -1.120098e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100510 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -11200980.000000 Penalty: 5718.005859
	Iteration 51F: 3 clusters Score -1.120098e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (38598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38598 members 
Entering Unmasked Estep 
Score: -3929629.500000 Penalty: 2619.117188
	Iteration 0F: 2 clusters Score -3929630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -3903610.250000 Penalty: 5238.234375
	Iteration 0F: 3 clusters Score -3903610 nChanged 17570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -3913647.250000 Penalty: 5238.234375
	Iteration 1F: 3 clusters Score -3913647 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -3914896.000000 Penalty: 5238.234375
	Iteration 2F: 3 clusters Score -3914896 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -3916567.000000 Penalty: 5238.234375
	Iteration 3F: 3 clusters Score -3916567 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -3918636.000000 Penalty: 5238.234375
	Iteration 4F: 3 clusters Score -3918636 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -3920660.750000 Penalty: 5238.234375
	Iteration 5F: 3 clusters Score -3920661 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -3922299.250000 Penalty: 5238.234375
	Iteration 6F: 3 clusters Score -3922299 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -3923368.750000 Penalty: 5238.234375
	Iteration 7F: 3 clusters Score -3923369 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -3924083.750000 Penalty: 5238.234375
	Iteration 8Q: 3 clusters Score -3924084 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -3924553.500000 Penalty: 5238.234375
	Iteration 9Q: 3 clusters Score -3924554 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -3924865.750000 Penalty: 5238.234375
	Iteration 10Q: 3 clusters Score -3924866 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -3925100.000000 Penalty: 5238.234375
	Iteration 11Q: 3 clusters Score -3925100 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -3925249.000000 Penalty: 5238.234375
	Iteration 12Q: 3 clusters Score -3925249 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -3925416.500000 Penalty: 5238.234375
	Iteration 13Q: 3 clusters Score -3925416 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -3925531.000000 Penalty: 5238.234375
	Iteration 14Q: 3 clusters Score -3925531 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -3925640.000000 Penalty: 5238.234375
	Iteration 15Q: 3 clusters Score -3925640 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -3925708.750000 Penalty: 5238.234375
	Iteration 16Q: 3 clusters Score -3925709 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -3925779.000000 Penalty: 5238.234375
	Iteration 17Q: 3 clusters Score -3925779 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -3925869.750000 Penalty: 5238.234375
	Iteration 18Q: 3 clusters Score -3925870 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -3925985.750000 Penalty: 5238.234375
	Iteration 19Q: 3 clusters Score -3925986 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -3926072.250000 Penalty: 5238.234375
	Iteration 20F: 3 clusters Score -3926072 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -3926155.750000 Penalty: 5238.234375
	Iteration 21Q: 3 clusters Score -3926156 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -3926227.500000 Penalty: 5238.234375
	Iteration 22Q: 3 clusters Score -3926228 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -3926320.750000 Penalty: 5238.234375
	Iteration 23Q: 3 clusters Score -3926321 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -3926420.750000 Penalty: 5238.234375
	Iteration 24Q: 3 clusters Score -3926421 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
Score: -3926537.000000 Penalty: 5238.234375
	Iteration 25Q: 3 clusters Score -3926537 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -3926645.000000 Penalty: 5238.234375
	Iteration 26Q: 3 clusters Score -3926645 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -3926824.500000 Penalty: 5238.234375
	Iteration 27Q: 3 clusters Score -3926824 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -3927021.750000 Penalty: 5238.234375
	Iteration 28Q: 3 clusters Score -3927022 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -3927201.500000 Penalty: 5238.234375
	Iteration 29Q: 3 clusters Score -3927202 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 31207 members 
Entering Unmasked Estep 
Score: -3927395.000000 Penalty: 5238.234375
	Iteration 30Q: 3 clusters Score -3927395 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -3927540.750000 Penalty: 5238.234375
	Iteration 31Q: 3 clusters Score -3927541 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -3927651.000000 Penalty: 5238.234375
	Iteration 32Q: 3 clusters Score -3927651 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -3927760.750000 Penalty: 5238.234375
	Iteration 33Q: 3 clusters Score -3927761 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -3927854.500000 Penalty: 5238.234375
	Iteration 34Q: 3 clusters Score -3927854 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -3927964.250000 Penalty: 5238.234375
	Iteration 35Q: 3 clusters Score -3927964 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -3928054.250000 Penalty: 5238.234375
	Iteration 36Q: 3 clusters Score -3928054 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -3928139.000000 Penalty: 5238.234375
	Iteration 37Q: 3 clusters Score -3928139 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -3928229.000000 Penalty: 5238.234375
	Iteration 38Q: 3 clusters Score -3928229 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -3928303.000000 Penalty: 5238.234375
	Iteration 39Q: 3 clusters Score -3928303 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 33911 members 
Entering Unmasked Estep 
Score: -3928336.000000 Penalty: 5238.234375
	Iteration 40F: 3 clusters Score -3928336 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -3928366.250000 Penalty: 5238.234375
	Iteration 41Q: 3 clusters Score -3928366 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 34182 members 
Entering Unmasked Estep 
Score: -3928400.250000 Penalty: 5238.234375
	Iteration 42Q: 3 clusters Score -3928400 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -3928438.500000 Penalty: 5238.234375
	Iteration 43Q: 3 clusters Score -3928438 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -3928467.750000 Penalty: 5238.234375
	Iteration 44Q: 3 clusters Score -3928468 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
Score: -3928477.500000 Penalty: 5238.234375
	Iteration 45Q: 3 clusters Score -3928478 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -3928492.750000 Penalty: 5238.234375
	Iteration 46Q: 3 clusters Score -3928493 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -3928521.250000 Penalty: 5238.234375
	Iteration 47Q: 3 clusters Score -3928521 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 34713 members 
Entering Unmasked Estep 
Score: -3928526.000000 Penalty: 5238.234375
	Iteration 48Q: 3 clusters Score -3928526 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -3928549.500000 Penalty: 5238.234375
	Iteration 49Q: 3 clusters Score -3928550 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 34818 members 
Entering Unmasked Estep 
Score: -3928557.750000 Penalty: 5238.234375
	Iteration 50Q: 3 clusters Score -3928558 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 34859 members 
Entering Unmasked Estep 
Score: -3928564.750000 Penalty: 5238.234375
	Iteration 51Q: 3 clusters Score -3928565 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 34902 members 
Entering Unmasked Estep 
Score: -3928569.750000 Penalty: 5238.234375
	Iteration 52Q: 3 clusters Score -3928570 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 34943 members 
Entering Unmasked Estep 
Score: -3928578.750000 Penalty: 5238.234375
	Iteration 53Q: 3 clusters Score -3928579 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -3928587.250000 Penalty: 5238.234375
	Iteration 54Q: 3 clusters Score -3928587 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -3928580.750000 Penalty: 5238.234375
	Iteration 55Q: 3 clusters Score -3928581 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -3928600.000000 Penalty: 5238.234375
	Iteration 56Q: 3 clusters Score -3928600 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -3928607.500000 Penalty: 5238.234375
	Iteration 57Q: 3 clusters Score -3928608 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -3928606.250000 Penalty: 5238.234375
	Iteration 58Q: 3 clusters Score -3928606 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -3928618.250000 Penalty: 5238.234375
	Iteration 59Q: 3 clusters Score -3928618 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -3928618.750000 Penalty: 5238.234375
	Iteration 60F: 3 clusters Score -3928619 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -3928619.000000 Penalty: 5238.234375
	Iteration 61Q: 3 clusters Score -3928619 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 35235 members 
Entering Unmasked Estep 
Score: -3928621.000000 Penalty: 5238.234375
	Iteration 62Q: 3 clusters Score -3928621 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
Score: -3928630.000000 Penalty: 5238.234375
	Iteration 63Q: 3 clusters Score -3928630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 35286 members 
Entering Unmasked Estep 
Score: -3928626.000000 Penalty: 5238.234375
	Iteration 64Q: 3 clusters Score -3928626 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 35315 members 
Entering Unmasked Estep 
Score: -3928629.750000 Penalty: 5238.234375
	Iteration 65Q: 3 clusters Score -3928630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 35337 members 
Entering Unmasked Estep 
Score: -3928640.500000 Penalty: 5238.234375
	Iteration 66Q: 3 clusters Score -3928640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 35353 members 
Entering Unmasked Estep 
Score: -3928638.500000 Penalty: 5238.234375
	Iteration 67Q: 3 clusters Score -3928638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -3928639.500000 Penalty: 5238.234375
	Iteration 68Q: 3 clusters Score -3928640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 35381 members 
Entering Unmasked Estep 
Score: -3928643.250000 Penalty: 5238.234375
	Iteration 69Q: 3 clusters Score -3928643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 35388 members 
Entering Unmasked Estep 
Score: -3928646.250000 Penalty: 5238.234375
	Iteration 70Q: 3 clusters Score -3928646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 35402 members 
Entering Unmasked Estep 
Score: -3928651.500000 Penalty: 5238.234375
	Iteration 71Q: 3 clusters Score -3928652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -3928652.500000 Penalty: 5238.234375
	Iteration 72Q: 3 clusters Score -3928652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
Score: -3928654.750000 Penalty: 5238.234375
	Iteration 73Q: 3 clusters Score -3928655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 35422 members 
Entering Unmasked Estep 
Score: -3928657.500000 Penalty: 5238.234375
	Iteration 74Q: 3 clusters Score -3928658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 35423 members 
Entering Unmasked Estep 
Score: -3928657.250000 Penalty: 5238.234375
	Iteration 75Q: 3 clusters Score -3928657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 35426 members 
Entering Unmasked Estep 
Score: -3928651.250000 Penalty: 5238.234375
	Iteration 76Q: 3 clusters Score -3928651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 35428 members 
Entering Unmasked Estep 
Score: -3928656.500000 Penalty: 5238.234375
	Iteration 77Q: 3 clusters Score -3928656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 35430 members 
Entering Unmasked Estep 
Score: -3928660.500000 Penalty: 5238.234375
	Iteration 78Q: 3 clusters Score -3928660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 35431 members 
Entering Unmasked Estep 
Score: -3928656.750000 Penalty: 5238.234375
	Iteration 79Q: 3 clusters Score -3928657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -3928654.500000 Penalty: 5238.234375
	Iteration 80F: 3 clusters Score -3928654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -3928657.250000 Penalty: 5238.234375
	Iteration 81Q: 3 clusters Score -3928657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -3928652.750000 Penalty: 5238.234375
	Iteration 82Q: 3 clusters Score -3928653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -3928652.750000 Penalty: 5238.234375
	Iteration 83F: 3 clusters Score -3928653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Entering Unmasked Estep 
Score: -1514841.750000 Penalty: 2362.599121
	Iteration 0F: 2 clusters Score -1514842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1504789.125000 Penalty: 4725.198242
	Iteration 0F: 3 clusters Score -1504789 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1508023.125000 Penalty: 4725.198242
	Iteration 1F: 3 clusters Score -1508023 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1508388.125000 Penalty: 4725.198242
	Iteration 2F: 3 clusters Score -1508388 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1508658.500000 Penalty: 4725.198242
	Iteration 3Q: 3 clusters Score -1508658 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1508886.000000 Penalty: 4725.198242
	Iteration 4Q: 3 clusters Score -1508886 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1509124.375000 Penalty: 4725.198242
	Iteration 5Q: 3 clusters Score -1509124 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1509395.250000 Penalty: 4725.198242
	Iteration 6Q: 3 clusters Score -1509395 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1509665.625000 Penalty: 4725.198242
	Iteration 7Q: 3 clusters Score -1509666 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1509939.000000 Penalty: 4725.198242
	Iteration 8Q: 3 clusters Score -1509939 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1510204.500000 Penalty: 4725.198242
	Iteration 9Q: 3 clusters Score -1510204 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1510473.375000 Penalty: 4725.198242
	Iteration 10Q: 3 clusters Score -1510473 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1510696.750000 Penalty: 4725.198242
	Iteration 11Q: 3 clusters Score -1510697 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1510871.000000 Penalty: 4725.198242
	Iteration 12Q: 3 clusters Score -1510871 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1510993.500000 Penalty: 4725.198242
	Iteration 13Q: 3 clusters Score -1510994 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1511086.125000 Penalty: 4725.198242
	Iteration 14Q: 3 clusters Score -1511086 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1511157.625000 Penalty: 4725.198242
	Iteration 15Q: 3 clusters Score -1511158 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1511209.625000 Penalty: 4725.198242
	Iteration 16Q: 3 clusters Score -1511210 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1511266.000000 Penalty: 4725.198242
	Iteration 17Q: 3 clusters Score -1511266 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1511299.625000 Penalty: 4725.198242
	Iteration 18Q: 3 clusters Score -1511300 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1511332.500000 Penalty: 4725.198242
	Iteration 19Q: 3 clusters Score -1511332 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1511359.375000 Penalty: 4725.198242
	Iteration 20F: 3 clusters Score -1511359 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1511384.500000 Penalty: 4725.198242
	Iteration 21Q: 3 clusters Score -1511384 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1511410.625000 Penalty: 4725.198242
	Iteration 22Q: 3 clusters Score -1511411 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1511444.625000 Penalty: 4725.198242
	Iteration 23Q: 3 clusters Score -1511445 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1511470.875000 Penalty: 4725.198242
	Iteration 24Q: 3 clusters Score -1511471 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1511501.750000 Penalty: 4725.198242
	Iteration 25Q: 3 clusters Score -1511502 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1511532.500000 Penalty: 4725.198242
	Iteration 26Q: 3 clusters Score -1511532 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1511555.750000 Penalty: 4725.198242
	Iteration 27Q: 3 clusters Score -1511556 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1511585.000000 Penalty: 4725.198242
	Iteration 28Q: 3 clusters Score -1511585 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1511606.375000 Penalty: 4725.198242
	Iteration 29Q: 3 clusters Score -1511606 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1511628.375000 Penalty: 4725.198242
	Iteration 30Q: 3 clusters Score -1511628 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1511665.750000 Penalty: 4725.198242
	Iteration 31Q: 3 clusters Score -1511666 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1511698.125000 Penalty: 4725.198242
	Iteration 32Q: 3 clusters Score -1511698 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1511722.375000 Penalty: 4725.198242
	Iteration 33Q: 3 clusters Score -1511722 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1511748.375000 Penalty: 4725.198242
	Iteration 34Q: 3 clusters Score -1511748 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1511767.750000 Penalty: 4725.198242
	Iteration 35Q: 3 clusters Score -1511768 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1511798.375000 Penalty: 4725.198242
	Iteration 36Q: 3 clusters Score -1511798 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1511838.500000 Penalty: 4725.198242
	Iteration 37Q: 3 clusters Score -1511838 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1511867.250000 Penalty: 4725.198242
	Iteration 38Q: 3 clusters Score -1511867 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1511905.375000 Penalty: 4725.198242
	Iteration 39Q: 3 clusters Score -1511905 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1511943.000000 Penalty: 4725.198242
	Iteration 40F: 3 clusters Score -1511943 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1511983.875000 Penalty: 4725.198242
	Iteration 41Q: 3 clusters Score -1511984 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1512019.500000 Penalty: 4725.198242
	Iteration 42Q: 3 clusters Score -1512020 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1512060.500000 Penalty: 4725.198242
	Iteration 43Q: 3 clusters Score -1512060 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1512088.000000 Penalty: 4725.198242
	Iteration 44Q: 3 clusters Score -1512088 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1512129.625000 Penalty: 4725.198242
	Iteration 45Q: 3 clusters Score -1512130 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1512174.000000 Penalty: 4725.198242
	Iteration 46Q: 3 clusters Score -1512174 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1512215.875000 Penalty: 4725.198242
	Iteration 47Q: 3 clusters Score -1512216 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1512256.750000 Penalty: 4725.198242
	Iteration 48Q: 3 clusters Score -1512257 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1512296.000000 Penalty: 4725.198242
	Iteration 49Q: 3 clusters Score -1512296 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1512327.625000 Penalty: 4725.198242
	Iteration 50Q: 3 clusters Score -1512328 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1512373.250000 Penalty: 4725.198242
	Iteration 51Q: 3 clusters Score -1512373 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1512418.250000 Penalty: 4725.198242
	Iteration 52Q: 3 clusters Score -1512418 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1512459.875000 Penalty: 4725.198242
	Iteration 53Q: 3 clusters Score -1512460 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1512489.875000 Penalty: 4725.198242
	Iteration 54Q: 3 clusters Score -1512490 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1512518.750000 Penalty: 4725.198242
	Iteration 55Q: 3 clusters Score -1512519 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1512555.875000 Penalty: 4725.198242
	Iteration 56Q: 3 clusters Score -1512556 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1512586.750000 Penalty: 4725.198242
	Iteration 57Q: 3 clusters Score -1512587 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1512605.125000 Penalty: 4725.198242
	Iteration 58Q: 3 clusters Score -1512605 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1512624.000000 Penalty: 4725.198242
	Iteration 59Q: 3 clusters Score -1512624 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1512641.375000 Penalty: 4725.198242
	Iteration 60F: 3 clusters Score -1512641 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1512655.125000 Penalty: 4725.198242
	Iteration 61Q: 3 clusters Score -1512655 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1512668.625000 Penalty: 4725.198242
	Iteration 62Q: 3 clusters Score -1512669 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1512673.875000 Penalty: 4725.198242
	Iteration 63Q: 3 clusters Score -1512674 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1512683.500000 Penalty: 4725.198242
	Iteration 64Q: 3 clusters Score -1512684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1512689.500000 Penalty: 4725.198242
	Iteration 65Q: 3 clusters Score -1512690 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1512695.625000 Penalty: 4725.198242
	Iteration 66Q: 3 clusters Score -1512696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1512701.625000 Penalty: 4725.198242
	Iteration 67Q: 3 clusters Score -1512702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1512706.875000 Penalty: 4725.198242
	Iteration 68Q: 3 clusters Score -1512707 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1512711.750000 Penalty: 4725.198242
	Iteration 69Q: 3 clusters Score -1512712 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1512722.250000 Penalty: 4725.198242
	Iteration 70Q: 3 clusters Score -1512722 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1512733.750000 Penalty: 4725.198242
	Iteration 71Q: 3 clusters Score -1512734 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1512742.125000 Penalty: 4725.198242
	Iteration 72Q: 3 clusters Score -1512742 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1512752.500000 Penalty: 4725.198242
	Iteration 73Q: 3 clusters Score -1512752 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1512757.875000 Penalty: 4725.198242
	Iteration 74Q: 3 clusters Score -1512758 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1512768.625000 Penalty: 4725.198242
	Iteration 75Q: 3 clusters Score -1512769 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1512775.375000 Penalty: 4725.198242
	Iteration 76Q: 3 clusters Score -1512775 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1512784.375000 Penalty: 4725.198242
	Iteration 77Q: 3 clusters Score -1512784 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1512793.625000 Penalty: 4725.198242
	Iteration 78Q: 3 clusters Score -1512794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1512799.125000 Penalty: 4725.198242
	Iteration 79Q: 3 clusters Score -1512799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1512801.500000 Penalty: 4725.198242
	Iteration 80F: 3 clusters Score -1512802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1512809.250000 Penalty: 4725.198242
	Iteration 81Q: 3 clusters Score -1512809 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1512815.625000 Penalty: 4725.198242
	Iteration 82Q: 3 clusters Score -1512816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1512817.500000 Penalty: 4725.198242
	Iteration 83Q: 3 clusters Score -1512818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1512821.000000 Penalty: 4725.198242
	Iteration 84Q: 3 clusters Score -1512821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1512822.875000 Penalty: 4725.198242
	Iteration 85Q: 3 clusters Score -1512823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1512830.375000 Penalty: 4725.198242
	Iteration 86Q: 3 clusters Score -1512830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1512830.375000 Penalty: 4725.198242
	Iteration 87Q: 3 clusters Score -1512830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1512830.125000 Penalty: 4725.198242
	Iteration 88Q: 3 clusters Score -1512830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1512830.500000 Penalty: 4725.198242
	Iteration 89Q: 3 clusters Score -1512830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1512831.000000 Penalty: 4725.198242
	Iteration 90Q: 3 clusters Score -1512831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1512833.375000 Penalty: 4725.198242
	Iteration 91Q: 3 clusters Score -1512833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1512833.375000 Penalty: 4725.198242
	Iteration 92Q: 3 clusters Score -1512833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1512835.750000 Penalty: 4725.198242
	Iteration 93Q: 3 clusters Score -1512836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1512837.875000 Penalty: 4725.198242
	Iteration 94Q: 3 clusters Score -1512838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1512838.000000 Penalty: 4725.198242
	Iteration 95Q: 3 clusters Score -1512838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1512839.125000 Penalty: 4725.198242
	Iteration 96Q: 3 clusters Score -1512839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1512843.625000 Penalty: 4725.198242
	Iteration 97Q: 3 clusters Score -1512844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1512844.750000 Penalty: 4725.198242
	Iteration 98Q: 3 clusters Score -1512845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1512848.625000 Penalty: 4725.198242
	Iteration 99Q: 3 clusters Score -1512849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1512851.250000 Penalty: 4725.198242
	Iteration 100F: 3 clusters Score -1512851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1512851.500000 Penalty: 4725.198242
	Iteration 101Q: 3 clusters Score -1512852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1512856.250000 Penalty: 4725.198242
	Iteration 102Q: 3 clusters Score -1512856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1512859.000000 Penalty: 4725.198242
	Iteration 103Q: 3 clusters Score -1512859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1512861.250000 Penalty: 4725.198242
	Iteration 104Q: 3 clusters Score -1512861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1512862.500000 Penalty: 4725.198242
	Iteration 105Q: 3 clusters Score -1512862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1512863.625000 Penalty: 4725.198242
	Iteration 106Q: 3 clusters Score -1512864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1512865.125000 Penalty: 4725.198242
	Iteration 107Q: 3 clusters Score -1512865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1512869.500000 Penalty: 4725.198242
	Iteration 108Q: 3 clusters Score -1512870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1512870.000000 Penalty: 4725.198242
	Iteration 109Q: 3 clusters Score -1512870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1512874.750000 Penalty: 4725.198242
	Iteration 110Q: 3 clusters Score -1512875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1512882.250000 Penalty: 4725.198242
	Iteration 111Q: 3 clusters Score -1512882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1512879.250000 Penalty: 4725.198242
	Iteration 112Q: 3 clusters Score -1512879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1512883.125000 Penalty: 4725.198242
	Iteration 113Q: 3 clusters Score -1512883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1512882.375000 Penalty: 4725.198242
	Iteration 114Q: 3 clusters Score -1512882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1512882.375000 Penalty: 4725.198242
	Iteration 115F: 3 clusters Score -1512882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Entering Unmasked Estep 
Score: -828220.625000 Penalty: 2216.234619
	Iteration 0F: 2 clusters Score -828220.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -822125.625000 Penalty: 4432.469238
	Iteration 0F: 3 clusters Score -822125.6 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -823753.250000 Penalty: 4432.469238
	Iteration 1F: 3 clusters Score -823753.2 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -823994.750000 Penalty: 4432.469238
	Iteration 2F: 3 clusters Score -823994.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -824159.687500 Penalty: 4432.469238
	Iteration 3Q: 3 clusters Score -824159.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -824281.562500 Penalty: 4432.469238
	Iteration 4Q: 3 clusters Score -824281.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -824393.562500 Penalty: 4432.469238
	Iteration 5Q: 3 clusters Score -824393.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -824510.000000 Penalty: 4432.469238
	Iteration 6Q: 3 clusters Score -824510 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -824623.250000 Penalty: 4432.469238
	Iteration 7Q: 3 clusters Score -824623.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -824760.687500 Penalty: 4432.469238
	Iteration 8Q: 3 clusters Score -824760.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -824904.625000 Penalty: 4432.469238
	Iteration 9Q: 3 clusters Score -824904.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -825105.687500 Penalty: 4432.469238
	Iteration 10Q: 3 clusters Score -825105.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -825331.250000 Penalty: 4432.469238
	Iteration 11Q: 3 clusters Score -825331.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -825612.125000 Penalty: 4432.469238
	Iteration 12Q: 3 clusters Score -825612.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -825972.875000 Penalty: 4432.469238
	Iteration 13Q: 3 clusters Score -825972.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -826335.125000 Penalty: 4432.469238
	Iteration 14Q: 3 clusters Score -826335.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -826618.312500 Penalty: 4432.469238
	Iteration 15Q: 3 clusters Score -826618.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -826835.000000 Penalty: 4432.469238
	Iteration 16Q: 3 clusters Score -826835 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -826991.812500 Penalty: 4432.469238
	Iteration 17Q: 3 clusters Score -826991.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -827131.312500 Penalty: 4432.469238
	Iteration 18Q: 3 clusters Score -827131.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -827304.375000 Penalty: 4432.469238
	Iteration 19Q: 3 clusters Score -827304.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -827559.125000 Penalty: 4432.469238
	Iteration 20F: 3 clusters Score -827559.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -827899.062500 Penalty: 4432.469238
	Iteration 21Q: 3 clusters Score -827899.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -828252.437500 Penalty: 4432.469238
	Iteration 22Q: 3 clusters Score -828252.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -828412.812500 Penalty: 4432.469238
	Iteration 23Q: 3 clusters Score -828412.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -828460.125000 Penalty: 4432.469238
	Iteration 24Q: 3 clusters Score -828460.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -828472.250000 Penalty: 4432.469238
	Iteration 25Q: 3 clusters Score -828472.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -828479.437500 Penalty: 4432.469238
	Iteration 26Q: 3 clusters Score -828479.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -828482.875000 Penalty: 4432.469238
	Iteration 27Q: 3 clusters Score -828482.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -828482.812500 Penalty: 4432.469238
	Iteration 28Q: 3 clusters Score -828482.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -828484.812500 Penalty: 4432.469238
	Iteration 29Q: 3 clusters Score -828484.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -828484.812500 Penalty: 4432.469238
	Iteration 30F: 3 clusters Score -828484.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22138 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101543 members 
Mstep: Class 5 contains 38598 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 3815 members 
Mstep: Class 8 contains 183346 members 
Mstep: Class 9 contains 15420 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17787 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75132 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13415 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37635 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139871 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13185 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25426 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144700 members 
Mstep: Class 35 contains 26737 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28579 members 
Mstep: Class 38 contains 27255 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16092 members 
Mstep: Class 47 contains 29987 members 
Mstep: Class 48 contains 12026 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Mstep: Class 53 contains 3789 members 
Entering Unmasked Estep 
Score: -115175712.000000 Penalty: 182896.359375
Splitting cluster 7 changes total score from -115176280.000000 to -115175712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (183346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183346 members 
Entering Unmasked Estep 
Score: -20404088.000000 Penalty: 3005.544189
	Iteration 0F: 2 clusters Score -2.040409e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91782 members 
Mstep: Class 2 contains 91564 members 
Entering Unmasked Estep 
Score: -20289642.000000 Penalty: 6011.088379
	Iteration 0F: 3 clusters Score -2.028964e+07 nChanged 87854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94364 members 
Mstep: Class 2 contains 88982 members 
Entering Unmasked Estep 
Score: -20340848.000000 Penalty: 6011.088379
	Iteration 1F: 3 clusters Score -2.034085e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96671 members 
Mstep: Class 2 contains 86675 members 
Entering Unmasked Estep 
Score: -20342168.000000 Penalty: 6011.088379
	Iteration 2Q: 3 clusters Score -2.034217e+07 nChanged 6692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100305 members 
Mstep: Class 2 contains 83041 members 
Entering Unmasked Estep 
Score: -20344026.000000 Penalty: 6011.088379
	Iteration 3Q: 3 clusters Score -2.034403e+07 nChanged 8046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105755 members 
Mstep: Class 2 contains 77591 members 
Entering Unmasked Estep 
Score: -20347132.000000 Penalty: 6011.088379
	Iteration 4Q: 3 clusters Score -2.034713e+07 nChanged 10286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113709 members 
Mstep: Class 2 contains 69637 members 
Entering Unmasked Estep 
Score: -20351868.000000 Penalty: 6011.088379
	Iteration 5F: 3 clusters Score -2.035187e+07 nChanged 12316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124135 members 
Mstep: Class 2 contains 59211 members 
Entering Unmasked Estep 
Score: -20359100.000000 Penalty: 6011.088379
	Iteration 6F: 3 clusters Score -2.03591e+07 nChanged 13549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136498 members 
Mstep: Class 2 contains 46848 members 
Entering Unmasked Estep 
Score: -20367894.000000 Penalty: 6011.088379
	Iteration 7F: 3 clusters Score -2.036789e+07 nChanged 13411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149341 members 
Mstep: Class 2 contains 34005 members 
Entering Unmasked Estep 
Score: -20377678.000000 Penalty: 6011.088379
	Iteration 8F: 3 clusters Score -2.037768e+07 nChanged 12267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161498 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -20387022.000000 Penalty: 6011.088379
	Iteration 9F: 3 clusters Score -2.038702e+07 nChanged 9917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171403 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -20393698.000000 Penalty: 6011.088379
	Iteration 10F: 3 clusters Score -2.03937e+07 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177828 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -20398094.000000 Penalty: 6011.088379
	Iteration 11Q: 3 clusters Score -2.039809e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180947 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -20400072.000000 Penalty: 6011.088379
	Iteration 12Q: 3 clusters Score -2.040007e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182131 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -20400964.000000 Penalty: 6011.088379
	Iteration 13Q: 3 clusters Score -2.040096e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182567 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -20401286.000000 Penalty: 6011.088379
	Iteration 14Q: 3 clusters Score -2.040129e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182737 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -20401376.000000 Penalty: 6011.088379
	Iteration 15Q: 3 clusters Score -2.040138e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182796 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -20401454.000000 Penalty: 6011.088379
	Iteration 16Q: 3 clusters Score -2.040145e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182835 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -20401470.000000 Penalty: 6011.088379
	Iteration 17Q: 3 clusters Score -2.040147e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182860 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -20401512.000000 Penalty: 6011.088379
	Iteration 18Q: 3 clusters Score -2.040151e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182878 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -20401566.000000 Penalty: 6011.088379
	Iteration 19Q: 3 clusters Score -2.040157e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182891 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -20401580.000000 Penalty: 6011.088379
	Iteration 20F: 3 clusters Score -2.040158e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182900 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -20401566.000000 Penalty: 6011.088379
	Iteration 21Q: 3 clusters Score -2.040157e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182906 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -20401578.000000 Penalty: 6011.088379
	Iteration 22Q: 3 clusters Score -2.040158e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182910 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -20401572.000000 Penalty: 6011.088379
	Iteration 23Q: 3 clusters Score -2.040157e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182911 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -20401578.000000 Penalty: 6011.088379
	Iteration 24Q: 3 clusters Score -2.040158e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182914 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -20401580.000000 Penalty: 6011.088379
	Iteration 25Q: 3 clusters Score -2.040158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182916 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -20401582.000000 Penalty: 6011.088379
	Iteration 26Q: 3 clusters Score -2.040158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182918 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -20401604.000000 Penalty: 6011.088379
	Iteration 27Q: 3 clusters Score -2.04016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182921 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -20401598.000000 Penalty: 6011.088379
	Iteration 28Q: 3 clusters Score -2.04016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182921 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -20401596.000000 Penalty: 6011.088379
	Iteration 29Q: 3 clusters Score -2.04016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182923 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -20401598.000000 Penalty: 6011.088379
	Iteration 30Q: 3 clusters Score -2.04016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182926 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -20401638.000000 Penalty: 6011.088379
	Iteration 31Q: 3 clusters Score -2.040164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182926 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -20401642.000000 Penalty: 6011.088379
	Iteration 32Q: 3 clusters Score -2.040164e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182927 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -20401614.000000 Penalty: 6011.088379
	Iteration 33Q: 3 clusters Score -2.040161e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182929 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -20401618.000000 Penalty: 6011.088379
	Iteration 34Q: 3 clusters Score -2.040162e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182931 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -20401620.000000 Penalty: 6011.088379
	Iteration 35Q: 3 clusters Score -2.040162e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182931 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -20401620.000000 Penalty: 6011.088379
	Iteration 36F: 3 clusters Score -2.040162e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Entering Unmasked Estep 
Score: -1503866.750000 Penalty: 2391.568115
	Iteration 0F: 2 clusters Score -1503867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1492747.250000 Penalty: 4783.136230
	Iteration 0F: 3 clusters Score -1492747 nChanged 6648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1496425.250000 Penalty: 4783.136230
	Iteration 1F: 3 clusters Score -1496425 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1496992.750000 Penalty: 4783.136230
	Iteration 2F: 3 clusters Score -1496993 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1497572.000000 Penalty: 4783.136230
	Iteration 3F: 3 clusters Score -1497572 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1498161.250000 Penalty: 4783.136230
	Iteration 4F: 3 clusters Score -1498161 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1498770.625000 Penalty: 4783.136230
	Iteration 5F: 3 clusters Score -1498771 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1499335.750000 Penalty: 4783.136230
	Iteration 6F: 3 clusters Score -1499336 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1499786.125000 Penalty: 4783.136230
	Iteration 7F: 3 clusters Score -1499786 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1500186.875000 Penalty: 4783.136230
	Iteration 8Q: 3 clusters Score -1500187 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1500509.750000 Penalty: 4783.136230
	Iteration 9Q: 3 clusters Score -1500510 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1500759.625000 Penalty: 4783.136230
	Iteration 10Q: 3 clusters Score -1500760 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1500943.000000 Penalty: 4783.136230
	Iteration 11Q: 3 clusters Score -1500943 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1501076.125000 Penalty: 4783.136230
	Iteration 12Q: 3 clusters Score -1501076 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1501165.250000 Penalty: 4783.136230
	Iteration 13Q: 3 clusters Score -1501165 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1501237.250000 Penalty: 4783.136230
	Iteration 14Q: 3 clusters Score -1501237 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1501290.375000 Penalty: 4783.136230
	Iteration 15Q: 3 clusters Score -1501290 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1501356.250000 Penalty: 4783.136230
	Iteration 16Q: 3 clusters Score -1501356 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1501391.500000 Penalty: 4783.136230
	Iteration 17Q: 3 clusters Score -1501392 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1501429.625000 Penalty: 4783.136230
	Iteration 18Q: 3 clusters Score -1501430 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1501452.625000 Penalty: 4783.136230
	Iteration 19Q: 3 clusters Score -1501453 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1501484.875000 Penalty: 4783.136230
	Iteration 20F: 3 clusters Score -1501485 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1501505.125000 Penalty: 4783.136230
	Iteration 21Q: 3 clusters Score -1501505 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1501524.500000 Penalty: 4783.136230
	Iteration 22Q: 3 clusters Score -1501524 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1501542.500000 Penalty: 4783.136230
	Iteration 23Q: 3 clusters Score -1501542 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1501551.875000 Penalty: 4783.136230
	Iteration 24Q: 3 clusters Score -1501552 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1501566.875000 Penalty: 4783.136230
	Iteration 25Q: 3 clusters Score -1501567 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1501578.625000 Penalty: 4783.136230
	Iteration 26Q: 3 clusters Score -1501579 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1501584.375000 Penalty: 4783.136230
	Iteration 27Q: 3 clusters Score -1501584 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1501598.500000 Penalty: 4783.136230
	Iteration 28Q: 3 clusters Score -1501598 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1501606.875000 Penalty: 4783.136230
	Iteration 29Q: 3 clusters Score -1501607 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1501615.000000 Penalty: 4783.136230
	Iteration 30Q: 3 clusters Score -1501615 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1501627.500000 Penalty: 4783.136230
	Iteration 31Q: 3 clusters Score -1501628 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1501647.125000 Penalty: 4783.136230
	Iteration 32Q: 3 clusters Score -1501647 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1501660.875000 Penalty: 4783.136230
	Iteration 33Q: 3 clusters Score -1501661 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1501673.000000 Penalty: 4783.136230
	Iteration 34Q: 3 clusters Score -1501673 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1501691.250000 Penalty: 4783.136230
	Iteration 35Q: 3 clusters Score -1501691 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1501708.125000 Penalty: 4783.136230
	Iteration 36Q: 3 clusters Score -1501708 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1501731.750000 Penalty: 4783.136230
	Iteration 37Q: 3 clusters Score -1501732 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1501748.250000 Penalty: 4783.136230
	Iteration 38Q: 3 clusters Score -1501748 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1501762.125000 Penalty: 4783.136230
	Iteration 39Q: 3 clusters Score -1501762 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1501777.000000 Penalty: 4783.136230
	Iteration 40F: 3 clusters Score -1501777 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1501787.750000 Penalty: 4783.136230
	Iteration 41Q: 3 clusters Score -1501788 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1501804.625000 Penalty: 4783.136230
	Iteration 42Q: 3 clusters Score -1501805 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1501820.750000 Penalty: 4783.136230
	Iteration 43Q: 3 clusters Score -1501821 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1501833.125000 Penalty: 4783.136230
	Iteration 44Q: 3 clusters Score -1501833 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1501842.750000 Penalty: 4783.136230
	Iteration 45Q: 3 clusters Score -1501843 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1501850.750000 Penalty: 4783.136230
	Iteration 46Q: 3 clusters Score -1501851 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1501867.375000 Penalty: 4783.136230
	Iteration 47Q: 3 clusters Score -1501867 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1501879.125000 Penalty: 4783.136230
	Iteration 48Q: 3 clusters Score -1501879 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1501894.125000 Penalty: 4783.136230
	Iteration 49Q: 3 clusters Score -1501894 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1501912.875000 Penalty: 4783.136230
	Iteration 50Q: 3 clusters Score -1501913 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1501918.125000 Penalty: 4783.136230
	Iteration 51Q: 3 clusters Score -1501918 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1501931.625000 Penalty: 4783.136230
	Iteration 52Q: 3 clusters Score -1501932 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1501937.375000 Penalty: 4783.136230
	Iteration 53Q: 3 clusters Score -1501937 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1501948.375000 Penalty: 4783.136230
	Iteration 54Q: 3 clusters Score -1501948 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1501962.625000 Penalty: 4783.136230
	Iteration 55Q: 3 clusters Score -1501963 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1501969.375000 Penalty: 4783.136230
	Iteration 56Q: 3 clusters Score -1501969 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1501979.375000 Penalty: 4783.136230
	Iteration 57Q: 3 clusters Score -1501979 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1501992.750000 Penalty: 4783.136230
	Iteration 58Q: 3 clusters Score -1501993 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1502003.375000 Penalty: 4783.136230
	Iteration 59Q: 3 clusters Score -1502003 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1502007.375000 Penalty: 4783.136230
	Iteration 60F: 3 clusters Score -1502007 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1502018.000000 Penalty: 4783.136230
	Iteration 61Q: 3 clusters Score -1502018 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1502027.000000 Penalty: 4783.136230
	Iteration 62Q: 3 clusters Score -1502027 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1502029.750000 Penalty: 4783.136230
	Iteration 63Q: 3 clusters Score -1502030 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1502041.875000 Penalty: 4783.136230
	Iteration 64Q: 3 clusters Score -1502042 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1502044.500000 Penalty: 4783.136230
	Iteration 65Q: 3 clusters Score -1502044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1502043.375000 Penalty: 4783.136230
	Iteration 66Q: 3 clusters Score -1502043 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1502047.500000 Penalty: 4783.136230
	Iteration 67Q: 3 clusters Score -1502048 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1502056.000000 Penalty: 4783.136230
	Iteration 68Q: 3 clusters Score -1502056 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1502063.625000 Penalty: 4783.136230
	Iteration 69Q: 3 clusters Score -1502064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1502065.000000 Penalty: 4783.136230
	Iteration 70Q: 3 clusters Score -1502065 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1502072.875000 Penalty: 4783.136230
	Iteration 71Q: 3 clusters Score -1502073 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1502075.250000 Penalty: 4783.136230
	Iteration 72Q: 3 clusters Score -1502075 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1502076.625000 Penalty: 4783.136230
	Iteration 73Q: 3 clusters Score -1502077 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1502083.625000 Penalty: 4783.136230
	Iteration 74Q: 3 clusters Score -1502084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1502090.000000 Penalty: 4783.136230
	Iteration 75Q: 3 clusters Score -1502090 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1502094.625000 Penalty: 4783.136230
	Iteration 76Q: 3 clusters Score -1502095 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1502094.875000 Penalty: 4783.136230
	Iteration 77Q: 3 clusters Score -1502095 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1502098.250000 Penalty: 4783.136230
	Iteration 78Q: 3 clusters Score -1502098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1502102.500000 Penalty: 4783.136230
	Iteration 79Q: 3 clusters Score -1502102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1502105.250000 Penalty: 4783.136230
	Iteration 80F: 3 clusters Score -1502105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1502107.625000 Penalty: 4783.136230
	Iteration 81Q: 3 clusters Score -1502108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -1502106.000000 Penalty: 4783.136230
	Iteration 82Q: 3 clusters Score -1502106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1502110.625000 Penalty: 4783.136230
	Iteration 83Q: 3 clusters Score -1502111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1502109.625000 Penalty: 4783.136230
	Iteration 84Q: 3 clusters Score -1502110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1502115.125000 Penalty: 4783.136230
	Iteration 85Q: 3 clusters Score -1502115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1502110.875000 Penalty: 4783.136230
	Iteration 86Q: 3 clusters Score -1502111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1502117.000000 Penalty: 4783.136230
	Iteration 87Q: 3 clusters Score -1502117 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -1502119.125000 Penalty: 4783.136230
	Iteration 88Q: 3 clusters Score -1502119 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1502122.875000 Penalty: 4783.136230
	Iteration 89Q: 3 clusters Score -1502123 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1502131.875000 Penalty: 4783.136230
	Iteration 90Q: 3 clusters Score -1502132 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1502132.250000 Penalty: 4783.136230
	Iteration 91Q: 3 clusters Score -1502132 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -1502137.625000 Penalty: 4783.136230
	Iteration 92Q: 3 clusters Score -1502138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1502137.375000 Penalty: 4783.136230
	Iteration 93Q: 3 clusters Score -1502137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1502138.875000 Penalty: 4783.136230
	Iteration 94Q: 3 clusters Score -1502139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1502138.375000 Penalty: 4783.136230
	Iteration 95Q: 3 clusters Score -1502138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1502140.750000 Penalty: 4783.136230
	Iteration 96Q: 3 clusters Score -1502141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1502142.875000 Penalty: 4783.136230
	Iteration 97Q: 3 clusters Score -1502143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1502143.750000 Penalty: 4783.136230
	Iteration 98Q: 3 clusters Score -1502144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -1502147.750000 Penalty: 4783.136230
	Iteration 99Q: 3 clusters Score -1502148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -1502151.500000 Penalty: 4783.136230
	Iteration 100F: 3 clusters Score -1502152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1502156.125000 Penalty: 4783.136230
	Iteration 101Q: 3 clusters Score -1502156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1502158.125000 Penalty: 4783.136230
	Iteration 102Q: 3 clusters Score -1502158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -1502154.500000 Penalty: 4783.136230
	Iteration 103Q: 3 clusters Score -1502154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1502153.625000 Penalty: 4783.136230
	Iteration 104Q: 3 clusters Score -1502154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1502153.875000 Penalty: 4783.136230
	Iteration 105Q: 3 clusters Score -1502154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -1502153.000000 Penalty: 4783.136230
	Iteration 106Q: 3 clusters Score -1502153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -1502153.000000 Penalty: 4783.136230
	Iteration 107F: 3 clusters Score -1502153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Entering Unmasked Estep 
Score: -741029.312500 Penalty: 2202.902100
	Iteration 0F: 2 clusters Score -741029.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -735161.375000 Penalty: 4405.804199
	Iteration 0F: 3 clusters Score -735161.4 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -736795.437500 Penalty: 4405.804199
	Iteration 1F: 3 clusters Score -736795.4 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -737106.937500 Penalty: 4405.804199
	Iteration 2F: 3 clusters Score -737106.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -737339.937500 Penalty: 4405.804199
	Iteration 3F: 3 clusters Score -737339.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -737548.312500 Penalty: 4405.804199
	Iteration 4Q: 3 clusters Score -737548.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -737763.500000 Penalty: 4405.804199
	Iteration 5Q: 3 clusters Score -737763.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -737991.375000 Penalty: 4405.804199
	Iteration 6Q: 3 clusters Score -737991.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -738217.000000 Penalty: 4405.804199
	Iteration 7Q: 3 clusters Score -738217 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -738494.875000 Penalty: 4405.804199
	Iteration 8Q: 3 clusters Score -738494.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -738816.625000 Penalty: 4405.804199
	Iteration 9Q: 3 clusters Score -738816.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -739144.312500 Penalty: 4405.804199
	Iteration 10Q: 3 clusters Score -739144.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -739387.312500 Penalty: 4405.804199
	Iteration 11Q: 3 clusters Score -739387.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -739606.062500 Penalty: 4405.804199
	Iteration 12Q: 3 clusters Score -739606.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -739788.375000 Penalty: 4405.804199
	Iteration 13Q: 3 clusters Score -739788.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -739946.187500 Penalty: 4405.804199
	Iteration 14Q: 3 clusters Score -739946.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -740114.625000 Penalty: 4405.804199
	Iteration 15Q: 3 clusters Score -740114.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -740261.625000 Penalty: 4405.804199
	Iteration 16Q: 3 clusters Score -740261.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -740401.062500 Penalty: 4405.804199
	Iteration 17Q: 3 clusters Score -740401.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -740578.812500 Penalty: 4405.804199
	Iteration 18Q: 3 clusters Score -740578.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -740791.562500 Penalty: 4405.804199
	Iteration 19Q: 3 clusters Score -740791.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -741003.687500 Penalty: 4405.804199
	Iteration 20F: 3 clusters Score -741003.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -741124.312500 Penalty: 4405.804199
	Iteration 21Q: 3 clusters Score -741124.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -741210.562500 Penalty: 4405.804199
	Iteration 22Q: 3 clusters Score -741210.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -741268.562500 Penalty: 4405.804199
	Iteration 23Q: 3 clusters Score -741268.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -741300.250000 Penalty: 4405.804199
	Iteration 24Q: 3 clusters Score -741300.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -741318.437500 Penalty: 4405.804199
	Iteration 25Q: 3 clusters Score -741318.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -741340.500000 Penalty: 4405.804199
	Iteration 26Q: 3 clusters Score -741340.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -741365.875000 Penalty: 4405.804199
	Iteration 27Q: 3 clusters Score -741365.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -741382.437500 Penalty: 4405.804199
	Iteration 28Q: 3 clusters Score -741382.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -741394.250000 Penalty: 4405.804199
	Iteration 29Q: 3 clusters Score -741394.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -741402.812500 Penalty: 4405.804199
	Iteration 30Q: 3 clusters Score -741402.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -741408.250000 Penalty: 4405.804199
	Iteration 31Q: 3 clusters Score -741408.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -741413.812500 Penalty: 4405.804199
	Iteration 32Q: 3 clusters Score -741413.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -741417.000000 Penalty: 4405.804199
	Iteration 33Q: 3 clusters Score -741417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -741417.812500 Penalty: 4405.804199
	Iteration 34Q: 3 clusters Score -741417.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -741420.062500 Penalty: 4405.804199
	Iteration 35Q: 3 clusters Score -741420.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -741420.875000 Penalty: 4405.804199
	Iteration 36Q: 3 clusters Score -741420.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -741424.687500 Penalty: 4405.804199
	Iteration 37Q: 3 clusters Score -741424.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -741425.062500 Penalty: 4405.804199
	Iteration 38Q: 3 clusters Score -741425.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -741428.062500 Penalty: 4405.804199
	Iteration 39Q: 3 clusters Score -741428.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -741426.812500 Penalty: 4405.804199
	Iteration 40F: 3 clusters Score -741426.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -741428.687500 Penalty: 4405.804199
	Iteration 41Q: 3 clusters Score -741428.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -741426.937500 Penalty: 4405.804199
	Iteration 42Q: 3 clusters Score -741426.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -741427.437500 Penalty: 4405.804199
	Iteration 43Q: 3 clusters Score -741427.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -741427.437500 Penalty: 4405.804199
	Iteration 44F: 3 clusters Score -741427.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22138 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101543 members 
Mstep: Class 5 contains 38598 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183346 members 
Mstep: Class 9 contains 15420 members 
Mstep: Class 10 contains 3157 members 
Mstep: Class 11 contains 17787 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75132 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13415 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37635 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139871 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13185 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25426 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144700 members 
Mstep: Class 35 contains 26737 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28579 members 
Mstep: Class 38 contains 27255 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16092 members 
Mstep: Class 47 contains 29987 members 
Mstep: Class 48 contains 12026 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Mstep: Class 53 contains 4049 members 
Entering Unmasked Estep 
Score: -115175256.000000 Penalty: 182896.359375
Splitting cluster 10 changes total score from -115176280.000000 to -115175256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (17787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Entering Unmasked Estep 
Score: -1754748.375000 Penalty: 2426.983398
	Iteration 0F: 2 clusters Score -1754748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1742280.750000 Penalty: 4853.966797
	Iteration 0F: 3 clusters Score -1742281 nChanged 7631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1746786.000000 Penalty: 4853.966797
	Iteration 1F: 3 clusters Score -1746786 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1747564.375000 Penalty: 4853.966797
	Iteration 2F: 3 clusters Score -1747564 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1748358.000000 Penalty: 4853.966797
	Iteration 3F: 3 clusters Score -1748358 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1749178.125000 Penalty: 4853.966797
	Iteration 4F: 3 clusters Score -1749178 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1750082.625000 Penalty: 4853.966797
	Iteration 5F: 3 clusters Score -1750083 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1750908.625000 Penalty: 4853.966797
	Iteration 6F: 3 clusters Score -1750909 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1751528.750000 Penalty: 4853.966797
	Iteration 7F: 3 clusters Score -1751529 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1751945.875000 Penalty: 4853.966797
	Iteration 8Q: 3 clusters Score -1751946 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1752220.625000 Penalty: 4853.966797
	Iteration 9Q: 3 clusters Score -1752221 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1752429.250000 Penalty: 4853.966797
	Iteration 10Q: 3 clusters Score -1752429 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1752585.750000 Penalty: 4853.966797
	Iteration 11Q: 3 clusters Score -1752586 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1752680.125000 Penalty: 4853.966797
	Iteration 12Q: 3 clusters Score -1752680 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1752771.500000 Penalty: 4853.966797
	Iteration 13Q: 3 clusters Score -1752772 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1752843.750000 Penalty: 4853.966797
	Iteration 14Q: 3 clusters Score -1752844 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1752909.750000 Penalty: 4853.966797
	Iteration 15Q: 3 clusters Score -1752910 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1752958.000000 Penalty: 4853.966797
	Iteration 16Q: 3 clusters Score -1752958 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1753021.000000 Penalty: 4853.966797
	Iteration 17Q: 3 clusters Score -1753021 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -1753063.625000 Penalty: 4853.966797
	Iteration 18Q: 3 clusters Score -1753064 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1753100.125000 Penalty: 4853.966797
	Iteration 19Q: 3 clusters Score -1753100 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1753124.750000 Penalty: 4853.966797
	Iteration 20F: 3 clusters Score -1753125 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -1753155.375000 Penalty: 4853.966797
	Iteration 21Q: 3 clusters Score -1753155 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1753172.875000 Penalty: 4853.966797
	Iteration 22Q: 3 clusters Score -1753173 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -1753198.625000 Penalty: 4853.966797
	Iteration 23Q: 3 clusters Score -1753199 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -1753224.000000 Penalty: 4853.966797
	Iteration 24Q: 3 clusters Score -1753224 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1753241.250000 Penalty: 4853.966797
	Iteration 25Q: 3 clusters Score -1753241 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -1753265.000000 Penalty: 4853.966797
	Iteration 26Q: 3 clusters Score -1753265 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -1753284.000000 Penalty: 4853.966797
	Iteration 27Q: 3 clusters Score -1753284 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -1753292.750000 Penalty: 4853.966797
	Iteration 28Q: 3 clusters Score -1753293 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -1753313.625000 Penalty: 4853.966797
	Iteration 29Q: 3 clusters Score -1753314 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -1753320.125000 Penalty: 4853.966797
	Iteration 30Q: 3 clusters Score -1753320 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -1753318.625000 Penalty: 4853.966797
	Iteration 31Q: 3 clusters Score -1753319 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1753330.500000 Penalty: 4853.966797
	Iteration 32Q: 3 clusters Score -1753330 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1753335.750000 Penalty: 4853.966797
	Iteration 33Q: 3 clusters Score -1753336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -1753340.875000 Penalty: 4853.966797
	Iteration 34Q: 3 clusters Score -1753341 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -1753349.375000 Penalty: 4853.966797
	Iteration 35Q: 3 clusters Score -1753349 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -1753353.875000 Penalty: 4853.966797
	Iteration 36Q: 3 clusters Score -1753354 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1753363.875000 Penalty: 4853.966797
	Iteration 37Q: 3 clusters Score -1753364 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1753379.500000 Penalty: 4853.966797
	Iteration 38Q: 3 clusters Score -1753380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -1753381.250000 Penalty: 4853.966797
	Iteration 39Q: 3 clusters Score -1753381 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -1753387.875000 Penalty: 4853.966797
	Iteration 40F: 3 clusters Score -1753388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -1753395.750000 Penalty: 4853.966797
	Iteration 41Q: 3 clusters Score -1753396 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -1753399.750000 Penalty: 4853.966797
	Iteration 42Q: 3 clusters Score -1753400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -1753403.500000 Penalty: 4853.966797
	Iteration 43Q: 3 clusters Score -1753404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -1753400.500000 Penalty: 4853.966797
	Iteration 44Q: 3 clusters Score -1753400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -1753399.500000 Penalty: 4853.966797
	Iteration 45Q: 3 clusters Score -1753400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -1753406.625000 Penalty: 4853.966797
	Iteration 46Q: 3 clusters Score -1753407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -1753401.000000 Penalty: 4853.966797
	Iteration 47Q: 3 clusters Score -1753401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -1753400.125000 Penalty: 4853.966797
	Iteration 48Q: 3 clusters Score -1753400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -1753400.500000 Penalty: 4853.966797
	Iteration 49Q: 3 clusters Score -1753400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -1753402.125000 Penalty: 4853.966797
	Iteration 50Q: 3 clusters Score -1753402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -1753404.500000 Penalty: 4853.966797
	Iteration 51Q: 3 clusters Score -1753404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1753406.875000 Penalty: 4853.966797
	Iteration 52Q: 3 clusters Score -1753407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -1753405.375000 Penalty: 4853.966797
	Iteration 53Q: 3 clusters Score -1753405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -1753407.125000 Penalty: 4853.966797
	Iteration 54Q: 3 clusters Score -1753407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -1753407.125000 Penalty: 4853.966797
	Iteration 55F: 3 clusters Score -1753407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Entering Unmasked Estep 
Score: -701020.062500 Penalty: 2196.910645
	Iteration 0F: 2 clusters Score -701020.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -695256.625000 Penalty: 4393.821289
	Iteration 0F: 3 clusters Score -695256.6 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -697043.687500 Penalty: 4393.821289
	Iteration 1F: 3 clusters Score -697043.7 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -697480.625000 Penalty: 4393.821289
	Iteration 2F: 3 clusters Score -697480.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -697845.437500 Penalty: 4393.821289
	Iteration 3F: 3 clusters Score -697845.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -698138.375000 Penalty: 4393.821289
	Iteration 4F: 3 clusters Score -698138.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -698446.125000 Penalty: 4393.821289
	Iteration 5F: 3 clusters Score -698446.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -698718.875000 Penalty: 4393.821289
	Iteration 6Q: 3 clusters Score -698718.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -698960.875000 Penalty: 4393.821289
	Iteration 7Q: 3 clusters Score -698960.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -699176.875000 Penalty: 4393.821289
	Iteration 8Q: 3 clusters Score -699176.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -699330.562500 Penalty: 4393.821289
	Iteration 9Q: 3 clusters Score -699330.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -699446.500000 Penalty: 4393.821289
	Iteration 10Q: 3 clusters Score -699446.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -699536.687500 Penalty: 4393.821289
	Iteration 11Q: 3 clusters Score -699536.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -699604.562500 Penalty: 4393.821289
	Iteration 12Q: 3 clusters Score -699604.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -699648.125000 Penalty: 4393.821289
	Iteration 13Q: 3 clusters Score -699648.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -699685.312500 Penalty: 4393.821289
	Iteration 14Q: 3 clusters Score -699685.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -699713.625000 Penalty: 4393.821289
	Iteration 15Q: 3 clusters Score -699713.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -699731.312500 Penalty: 4393.821289
	Iteration 16Q: 3 clusters Score -699731.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -699745.687500 Penalty: 4393.821289
	Iteration 17Q: 3 clusters Score -699745.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -699757.125000 Penalty: 4393.821289
	Iteration 18Q: 3 clusters Score -699757.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -699776.000000 Penalty: 4393.821289
	Iteration 19Q: 3 clusters Score -699776 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -699792.875000 Penalty: 4393.821289
	Iteration 20F: 3 clusters Score -699792.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -699814.062500 Penalty: 4393.821289
	Iteration 21Q: 3 clusters Score -699814.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -699836.625000 Penalty: 4393.821289
	Iteration 22Q: 3 clusters Score -699836.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -699860.375000 Penalty: 4393.821289
	Iteration 23Q: 3 clusters Score -699860.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -699889.562500 Penalty: 4393.821289
	Iteration 24Q: 3 clusters Score -699889.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -699924.437500 Penalty: 4393.821289
	Iteration 25Q: 3 clusters Score -699924.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -699957.250000 Penalty: 4393.821289
	Iteration 26Q: 3 clusters Score -699957.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -699975.875000 Penalty: 4393.821289
	Iteration 27Q: 3 clusters Score -699975.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -699987.125000 Penalty: 4393.821289
	Iteration 28Q: 3 clusters Score -699987.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -699993.125000 Penalty: 4393.821289
	Iteration 29Q: 3 clusters Score -699993.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -699996.187500 Penalty: 4393.821289
	Iteration 30Q: 3 clusters Score -699996.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -700001.687500 Penalty: 4393.821289
	Iteration 31Q: 3 clusters Score -700001.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -700007.625000 Penalty: 4393.821289
	Iteration 32Q: 3 clusters Score -700007.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -700008.937500 Penalty: 4393.821289
	Iteration 33Q: 3 clusters Score -700008.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -700010.812500 Penalty: 4393.821289
	Iteration 34Q: 3 clusters Score -700010.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -700011.125000 Penalty: 4393.821289
	Iteration 35Q: 3 clusters Score -700011.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -700011.375000 Penalty: 4393.821289
	Iteration 36Q: 3 clusters Score -700011.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -700011.375000 Penalty: 4393.821289
	Iteration 37F: 3 clusters Score -700011.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Entering Unmasked Estep 
Score: -33913.382812 Penalty: 1459.753784
	Iteration 0F: 2 clusters Score -33913.38 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 178 members 
Entering Unmasked Estep 
Score: -32580.265625 Penalty: 2919.507568
	Iteration 0F: 3 clusters Score -32580.27 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32750.378906 Penalty: 2919.507568
	Iteration 1F: 3 clusters Score -32750.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -32799.500000 Penalty: 2919.507568
	Iteration 2F: 3 clusters Score -32799.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -32886.941406 Penalty: 2919.507568
	Iteration 3Q: 3 clusters Score -32886.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -33009.894531 Penalty: 2919.507568
	Iteration 4Q: 3 clusters Score -33009.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -33177.726562 Penalty: 2919.507568
	Iteration 5Q: 3 clusters Score -33177.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -33266.601562 Penalty: 2919.507568
	Iteration 6Q: 3 clusters Score -33266.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -33298.855469 Penalty: 2919.507568
	Iteration 7Q: 3 clusters Score -33298.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -33328.234375 Penalty: 2919.507568
	Iteration 8Q: 3 clusters Score -33328.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -33334.992188 Penalty: 2919.507568
	Iteration 9Q: 3 clusters Score -33334.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -33334.992188 Penalty: 2919.507568
	Iteration 10F: 3 clusters Score -33334.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (75132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75132 members 
Entering Unmasked Estep 
Score: -8353399.000000 Penalty: 2784.296631
	Iteration 0F: 2 clusters Score -8353399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37468 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -8303065.000000 Penalty: 5568.593262
	Iteration 0F: 3 clusters Score -8303065 nChanged 35275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36749 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
Score: -8323382.500000 Penalty: 5568.593262
	Iteration 1F: 3 clusters Score -8323382 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 38978 members 
Entering Unmasked Estep 
Score: -8324207.500000 Penalty: 5568.593262
	Iteration 2Q: 3 clusters Score -8324208 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 39927 members 
Entering Unmasked Estep 
Score: -8325045.000000 Penalty: 5568.593262
	Iteration 3Q: 3 clusters Score -8325045 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 41310 members 
Entering Unmasked Estep 
Score: -8326167.000000 Penalty: 5568.593262
	Iteration 4Q: 3 clusters Score -8326167 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31919 members 
Mstep: Class 2 contains 43213 members 
Entering Unmasked Estep 
Score: -8327632.000000 Penalty: 5568.593262
	Iteration 5Q: 3 clusters Score -8327632 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 45757 members 
Entering Unmasked Estep 
Score: -8329702.000000 Penalty: 5568.593262
	Iteration 6Q: 3 clusters Score -8329702 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 48871 members 
Entering Unmasked Estep 
Score: -8332587.000000 Penalty: 5568.593262
	Iteration 7F: 3 clusters Score -8332587 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 52198 members 
Entering Unmasked Estep 
Score: -8335918.000000 Penalty: 5568.593262
	Iteration 8F: 3 clusters Score -8335918 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 55142 members 
Entering Unmasked Estep 
Score: -8338796.500000 Penalty: 5568.593262
	Iteration 9F: 3 clusters Score -8338796 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 57495 members 
Entering Unmasked Estep 
Score: -8340727.000000 Penalty: 5568.593262
	Iteration 10Q: 3 clusters Score -8340727 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 59513 members 
Entering Unmasked Estep 
Score: -8342022.000000 Penalty: 5568.593262
	Iteration 11Q: 3 clusters Score -8342022 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 61361 members 
Entering Unmasked Estep 
Score: -8343064.000000 Penalty: 5568.593262
	Iteration 12Q: 3 clusters Score -8343064 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 63139 members 
Entering Unmasked Estep 
Score: -8344034.000000 Penalty: 5568.593262
	Iteration 13Q: 3 clusters Score -8344034 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 64799 members 
Entering Unmasked Estep 
Score: -8344943.500000 Penalty: 5568.593262
	Iteration 14Q: 3 clusters Score -8344944 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 66412 members 
Entering Unmasked Estep 
Score: -8345916.500000 Penalty: 5568.593262
	Iteration 15Q: 3 clusters Score -8345916 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 67900 members 
Entering Unmasked Estep 
Score: -8346845.000000 Penalty: 5568.593262
	Iteration 16Q: 3 clusters Score -8346845 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 69134 members 
Entering Unmasked Estep 
Score: -8347682.000000 Penalty: 5568.593262
	Iteration 17Q: 3 clusters Score -8347682 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 70180 members 
Entering Unmasked Estep 
Score: -8348354.000000 Penalty: 5568.593262
	Iteration 18Q: 3 clusters Score -8348354 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 71023 members 
Entering Unmasked Estep 
Score: -8348887.500000 Penalty: 5568.593262
	Iteration 19Q: 3 clusters Score -8348888 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 71714 members 
Entering Unmasked Estep 
Score: -8349345.500000 Penalty: 5568.593262
	Iteration 20F: 3 clusters Score -8349346 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 72261 members 
Entering Unmasked Estep 
Score: -8349717.500000 Penalty: 5568.593262
	Iteration 21Q: 3 clusters Score -8349718 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 72696 members 
Entering Unmasked Estep 
Score: -8350001.000000 Penalty: 5568.593262
	Iteration 22Q: 3 clusters Score -8350001 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 73031 members 
Entering Unmasked Estep 
Score: -8350206.500000 Penalty: 5568.593262
	Iteration 23Q: 3 clusters Score -8350206 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 73303 members 
Entering Unmasked Estep 
Score: -8350390.000000 Penalty: 5568.593262
	Iteration 24Q: 3 clusters Score -8350390 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 73522 members 
Entering Unmasked Estep 
Score: -8350527.500000 Penalty: 5568.593262
	Iteration 25Q: 3 clusters Score -8350528 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 73679 members 
Entering Unmasked Estep 
Score: -8350641.000000 Penalty: 5568.593262
	Iteration 26Q: 3 clusters Score -8350641 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 73817 members 
Entering Unmasked Estep 
Score: -8350748.500000 Penalty: 5568.593262
	Iteration 27Q: 3 clusters Score -8350748 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 73920 members 
Entering Unmasked Estep 
Score: -8350809.500000 Penalty: 5568.593262
	Iteration 28Q: 3 clusters Score -8350810 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 74011 members 
Entering Unmasked Estep 
Score: -8350877.500000 Penalty: 5568.593262
	Iteration 29Q: 3 clusters Score -8350878 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 74077 members 
Entering Unmasked Estep 
Score: -8350898.500000 Penalty: 5568.593262
	Iteration 30Q: 3 clusters Score -8350898 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 74130 members 
Entering Unmasked Estep 
Score: -8350934.000000 Penalty: 5568.593262
	Iteration 31Q: 3 clusters Score -8350934 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 74174 members 
Entering Unmasked Estep 
Score: -8350963.000000 Penalty: 5568.593262
	Iteration 32Q: 3 clusters Score -8350963 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 74207 members 
Entering Unmasked Estep 
Score: -8350974.000000 Penalty: 5568.593262
	Iteration 33Q: 3 clusters Score -8350974 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 74233 members 
Entering Unmasked Estep 
Score: -8350980.000000 Penalty: 5568.593262
	Iteration 34Q: 3 clusters Score -8350980 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 74268 members 
Entering Unmasked Estep 
Score: -8351015.000000 Penalty: 5568.593262
	Iteration 35Q: 3 clusters Score -8351015 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 74293 members 
Entering Unmasked Estep 
Score: -8351018.000000 Penalty: 5568.593262
	Iteration 36Q: 3 clusters Score -8351018 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 74316 members 
Entering Unmasked Estep 
Score: -8351027.000000 Penalty: 5568.593262
	Iteration 37Q: 3 clusters Score -8351027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 74329 members 
Entering Unmasked Estep 
Score: -8351038.000000 Penalty: 5568.593262
	Iteration 38Q: 3 clusters Score -8351038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 74339 members 
Entering Unmasked Estep 
Score: -8351041.500000 Penalty: 5568.593262
	Iteration 39Q: 3 clusters Score -8351042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 74347 members 
Entering Unmasked Estep 
Score: -8351045.000000 Penalty: 5568.593262
	Iteration 40F: 3 clusters Score -8351045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 74361 members 
Entering Unmasked Estep 
Score: -8351063.000000 Penalty: 5568.593262
	Iteration 41Q: 3 clusters Score -8351063 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 74376 members 
Entering Unmasked Estep 
Score: -8351057.500000 Penalty: 5568.593262
	Iteration 42Q: 3 clusters Score -8351058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 74389 members 
Entering Unmasked Estep 
Score: -8351067.000000 Penalty: 5568.593262
	Iteration 43Q: 3 clusters Score -8351067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 74401 members 
Entering Unmasked Estep 
Score: -8351085.000000 Penalty: 5568.593262
	Iteration 44Q: 3 clusters Score -8351085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 74408 members 
Entering Unmasked Estep 
Score: -8351088.500000 Penalty: 5568.593262
	Iteration 45Q: 3 clusters Score -8351088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 74411 members 
Entering Unmasked Estep 
Score: -8351100.000000 Penalty: 5568.593262
	Iteration 46Q: 3 clusters Score -8351100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 74413 members 
Entering Unmasked Estep 
Score: -8351094.000000 Penalty: 5568.593262
	Iteration 47Q: 3 clusters Score -8351094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 74415 members 
Entering Unmasked Estep 
Score: -8351091.500000 Penalty: 5568.593262
	Iteration 48Q: 3 clusters Score -8351092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 74416 members 
Entering Unmasked Estep 
Score: -8351094.500000 Penalty: 5568.593262
	Iteration 49Q: 3 clusters Score -8351094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 74419 members 
Entering Unmasked Estep 
Score: -8351101.000000 Penalty: 5568.593262
	Iteration 50Q: 3 clusters Score -8351101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 74422 members 
Entering Unmasked Estep 
Score: -8351104.500000 Penalty: 5568.593262
	Iteration 51Q: 3 clusters Score -8351104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 74421 members 
Entering Unmasked Estep 
Score: -8351095.000000 Penalty: 5568.593262
	Iteration 52Q: 3 clusters Score -8351095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 74421 members 
Entering Unmasked Estep 
Score: -8351093.500000 Penalty: 5568.593262
	Iteration 53Q: 3 clusters Score -8351094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 74422 members 
Entering Unmasked Estep 
Score: -8351098.000000 Penalty: 5568.593262
	Iteration 54Q: 3 clusters Score -8351098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 74424 members 
Entering Unmasked Estep 
Score: -8351093.000000 Penalty: 5568.593262
	Iteration 55Q: 3 clusters Score -8351093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 74428 members 
Entering Unmasked Estep 
Score: -8351104.500000 Penalty: 5568.593262
	Iteration 56Q: 3 clusters Score -8351104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 74432 members 
Entering Unmasked Estep 
Score: -8351103.000000 Penalty: 5568.593262
	Iteration 57Q: 3 clusters Score -8351103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 74435 members 
Entering Unmasked Estep 
Score: -8351112.000000 Penalty: 5568.593262
	Iteration 58Q: 3 clusters Score -8351112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 74436 members 
Entering Unmasked Estep 
Score: -8351111.500000 Penalty: 5568.593262
	Iteration 59Q: 3 clusters Score -8351112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 74438 members 
Entering Unmasked Estep 
Score: -8351108.000000 Penalty: 5568.593262
	Iteration 60F: 3 clusters Score -8351108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 74440 members 
Entering Unmasked Estep 
Score: -8351114.000000 Penalty: 5568.593262
	Iteration 61Q: 3 clusters Score -8351114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 74443 members 
Entering Unmasked Estep 
Score: -8351121.000000 Penalty: 5568.593262
	Iteration 62Q: 3 clusters Score -8351121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 74444 members 
Entering Unmasked Estep 
Score: -8351118.500000 Penalty: 5568.593262
	Iteration 63Q: 3 clusters Score -8351118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 74446 members 
Entering Unmasked Estep 
Score: -8351114.500000 Penalty: 5568.593262
	Iteration 64Q: 3 clusters Score -8351114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 74449 members 
Entering Unmasked Estep 
Score: -8351116.000000 Penalty: 5568.593262
	Iteration 65Q: 3 clusters Score -8351116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 74448 members 
Entering Unmasked Estep 
Score: -8351117.000000 Penalty: 5568.593262
	Iteration 66Q: 3 clusters Score -8351117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 74449 members 
Entering Unmasked Estep 
Score: -8351121.500000 Penalty: 5568.593262
	Iteration 67Q: 3 clusters Score -8351122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 74450 members 
Entering Unmasked Estep 
Score: -8351114.500000 Penalty: 5568.593262
	Iteration 68Q: 3 clusters Score -8351114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 74452 members 
Entering Unmasked Estep 
Score: -8351124.500000 Penalty: 5568.593262
	Iteration 69Q: 3 clusters Score -8351124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 74454 members 
Entering Unmasked Estep 
Score: -8351121.500000 Penalty: 5568.593262
	Iteration 70Q: 3 clusters Score -8351122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 74458 members 
Entering Unmasked Estep 
Score: -8351125.500000 Penalty: 5568.593262
	Iteration 71Q: 3 clusters Score -8351126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 74458 members 
Entering Unmasked Estep 
Score: -8351125.500000 Penalty: 5568.593262
	Iteration 72F: 3 clusters Score -8351126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Entering Unmasked Estep 
Score: -269886.875000 Penalty: 1939.966309
	Iteration 0F: 2 clusters Score -269886.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -266951.437500 Penalty: 3879.932617
	Iteration 0F: 3 clusters Score -266951.4 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -267557.625000 Penalty: 3879.932617
	Iteration 1F: 3 clusters Score -267557.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -267723.593750 Penalty: 3879.932617
	Iteration 2F: 3 clusters Score -267723.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -267840.625000 Penalty: 3879.932617
	Iteration 3F: 3 clusters Score -267840.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -267943.125000 Penalty: 3879.932617
	Iteration 4Q: 3 clusters Score -267943.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -268027.281250 Penalty: 3879.932617
	Iteration 5Q: 3 clusters Score -268027.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -268111.625000 Penalty: 3879.932617
	Iteration 6Q: 3 clusters Score -268111.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -268177.312500 Penalty: 3879.932617
	Iteration 7Q: 3 clusters Score -268177.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -268231.031250 Penalty: 3879.932617
	Iteration 8Q: 3 clusters Score -268231 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -268272.062500 Penalty: 3879.932617
	Iteration 9Q: 3 clusters Score -268272.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -268314.031250 Penalty: 3879.932617
	Iteration 10Q: 3 clusters Score -268314 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -268351.062500 Penalty: 3879.932617
	Iteration 11Q: 3 clusters Score -268351.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -268384.250000 Penalty: 3879.932617
	Iteration 12Q: 3 clusters Score -268384.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -268410.156250 Penalty: 3879.932617
	Iteration 13Q: 3 clusters Score -268410.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -268427.843750 Penalty: 3879.932617
	Iteration 14Q: 3 clusters Score -268427.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -268444.625000 Penalty: 3879.932617
	Iteration 15Q: 3 clusters Score -268444.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -268453.718750 Penalty: 3879.932617
	Iteration 16Q: 3 clusters Score -268453.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -268460.156250 Penalty: 3879.932617
	Iteration 17Q: 3 clusters Score -268460.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -268462.781250 Penalty: 3879.932617
	Iteration 18Q: 3 clusters Score -268462.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -268464.093750 Penalty: 3879.932617
	Iteration 19Q: 3 clusters Score -268464.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -268464.843750 Penalty: 3879.932617
	Iteration 20F: 3 clusters Score -268464.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Entering Unmasked Estep 
Score: -1434565.875000 Penalty: 2357.023926
	Iteration 0F: 2 clusters Score -1434566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1424667.875000 Penalty: 4714.047852
	Iteration 0F: 3 clusters Score -1424668 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1427707.250000 Penalty: 4714.047852
	Iteration 1F: 3 clusters Score -1427707 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1428027.500000 Penalty: 4714.047852
	Iteration 2F: 3 clusters Score -1428028 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1428264.375000 Penalty: 4714.047852
	Iteration 3Q: 3 clusters Score -1428264 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1428470.375000 Penalty: 4714.047852
	Iteration 4Q: 3 clusters Score -1428470 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1428633.625000 Penalty: 4714.047852
	Iteration 5Q: 3 clusters Score -1428634 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1428805.750000 Penalty: 4714.047852
	Iteration 6Q: 3 clusters Score -1428806 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1428968.750000 Penalty: 4714.047852
	Iteration 7Q: 3 clusters Score -1428969 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1429158.625000 Penalty: 4714.047852
	Iteration 8Q: 3 clusters Score -1429159 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1429387.125000 Penalty: 4714.047852
	Iteration 9Q: 3 clusters Score -1429387 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1429673.000000 Penalty: 4714.047852
	Iteration 10Q: 3 clusters Score -1429673 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1430029.625000 Penalty: 4714.047852
	Iteration 11Q: 3 clusters Score -1430030 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1430455.250000 Penalty: 4714.047852
	Iteration 12Q: 3 clusters Score -1430455 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1430949.250000 Penalty: 4714.047852
	Iteration 13Q: 3 clusters Score -1430949 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1431387.125000 Penalty: 4714.047852
	Iteration 14Q: 3 clusters Score -1431387 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1431683.000000 Penalty: 4714.047852
	Iteration 15Q: 3 clusters Score -1431683 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1431866.000000 Penalty: 4714.047852
	Iteration 16Q: 3 clusters Score -1431866 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1432024.250000 Penalty: 4714.047852
	Iteration 17Q: 3 clusters Score -1432024 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1432144.625000 Penalty: 4714.047852
	Iteration 18Q: 3 clusters Score -1432145 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1432247.625000 Penalty: 4714.047852
	Iteration 19Q: 3 clusters Score -1432248 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1432344.750000 Penalty: 4714.047852
	Iteration 20F: 3 clusters Score -1432345 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1432406.125000 Penalty: 4714.047852
	Iteration 21Q: 3 clusters Score -1432406 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1432450.625000 Penalty: 4714.047852
	Iteration 22Q: 3 clusters Score -1432451 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1432491.625000 Penalty: 4714.047852
	Iteration 23Q: 3 clusters Score -1432492 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1432517.250000 Penalty: 4714.047852
	Iteration 24Q: 3 clusters Score -1432517 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1432536.000000 Penalty: 4714.047852
	Iteration 25Q: 3 clusters Score -1432536 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1432550.375000 Penalty: 4714.047852
	Iteration 26Q: 3 clusters Score -1432550 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1432564.125000 Penalty: 4714.047852
	Iteration 27Q: 3 clusters Score -1432564 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1432577.750000 Penalty: 4714.047852
	Iteration 28Q: 3 clusters Score -1432578 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1432587.625000 Penalty: 4714.047852
	Iteration 29Q: 3 clusters Score -1432588 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1432591.375000 Penalty: 4714.047852
	Iteration 30Q: 3 clusters Score -1432591 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1432595.875000 Penalty: 4714.047852
	Iteration 31Q: 3 clusters Score -1432596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1432602.500000 Penalty: 4714.047852
	Iteration 32Q: 3 clusters Score -1432602 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1432609.000000 Penalty: 4714.047852
	Iteration 33Q: 3 clusters Score -1432609 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1432609.125000 Penalty: 4714.047852
	Iteration 34Q: 3 clusters Score -1432609 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1432611.250000 Penalty: 4714.047852
	Iteration 35Q: 3 clusters Score -1432611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1432614.375000 Penalty: 4714.047852
	Iteration 36Q: 3 clusters Score -1432614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1432614.250000 Penalty: 4714.047852
	Iteration 37Q: 3 clusters Score -1432614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1432615.125000 Penalty: 4714.047852
	Iteration 38Q: 3 clusters Score -1432615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1432616.125000 Penalty: 4714.047852
	Iteration 39Q: 3 clusters Score -1432616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1432616.000000 Penalty: 4714.047852
	Iteration 40F: 3 clusters Score -1432616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1432615.250000 Penalty: 4714.047852
	Iteration 41Q: 3 clusters Score -1432615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1432617.000000 Penalty: 4714.047852
	Iteration 42Q: 3 clusters Score -1432617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1432620.000000 Penalty: 4714.047852
	Iteration 43Q: 3 clusters Score -1432620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1432618.625000 Penalty: 4714.047852
	Iteration 44Q: 3 clusters Score -1432619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1432620.125000 Penalty: 4714.047852
	Iteration 45Q: 3 clusters Score -1432620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1432622.625000 Penalty: 4714.047852
	Iteration 46Q: 3 clusters Score -1432623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1432624.000000 Penalty: 4714.047852
	Iteration 47Q: 3 clusters Score -1432624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1432622.875000 Penalty: 4714.047852
	Iteration 48Q: 3 clusters Score -1432623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1432622.750000 Penalty: 4714.047852
	Iteration 49Q: 3 clusters Score -1432623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1432621.500000 Penalty: 4714.047852
	Iteration 50Q: 3 clusters Score -1432622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1432623.875000 Penalty: 4714.047852
	Iteration 51Q: 3 clusters Score -1432624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1432623.000000 Penalty: 4714.047852
	Iteration 52Q: 3 clusters Score -1432623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1432623.000000 Penalty: 4714.047852
	Iteration 53F: 3 clusters Score -1432623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Entering Unmasked Estep 
Score: -167606.843750 Penalty: 1826.878418
	Iteration 0F: 2 clusters Score -167606.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -165265.765625 Penalty: 3653.756836
	Iteration 0F: 3 clusters Score -165265.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -165655.765625 Penalty: 3653.756836
	Iteration 1F: 3 clusters Score -165655.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -165747.546875 Penalty: 3653.756836
	Iteration 2F: 3 clusters Score -165747.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -165797.046875 Penalty: 3653.756836
	Iteration 3Q: 3 clusters Score -165797 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -165835.390625 Penalty: 3653.756836
	Iteration 4Q: 3 clusters Score -165835.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -165872.703125 Penalty: 3653.756836
	Iteration 5Q: 3 clusters Score -165872.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -165894.046875 Penalty: 3653.756836
	Iteration 6Q: 3 clusters Score -165894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -165904.468750 Penalty: 3653.756836
	Iteration 7Q: 3 clusters Score -165904.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -165909.906250 Penalty: 3653.756836
	Iteration 8Q: 3 clusters Score -165909.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -165918.562500 Penalty: 3653.756836
	Iteration 9Q: 3 clusters Score -165918.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -165923.109375 Penalty: 3653.756836
	Iteration 10Q: 3 clusters Score -165923.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -165924.265625 Penalty: 3653.756836
	Iteration 11Q: 3 clusters Score -165924.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -165926.093750 Penalty: 3653.756836
	Iteration 12Q: 3 clusters Score -165926.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -165928.437500 Penalty: 3653.756836
	Iteration 13Q: 3 clusters Score -165928.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -165929.687500 Penalty: 3653.756836
	Iteration 14Q: 3 clusters Score -165929.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -165931.000000 Penalty: 3653.756836
	Iteration 15Q: 3 clusters Score -165931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -165930.937500 Penalty: 3653.756836
	Iteration 16Q: 3 clusters Score -165930.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -165930.937500 Penalty: 3653.756836
	Iteration 17F: 3 clusters Score -165930.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -13971.347656 Penalty: 1280.866943
	Iteration 0F: 2 clusters Score -13971.35 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 94 members 
Entering Unmasked Estep 
Score: -12998.815430 Penalty: 2561.733887
	Iteration 0F: 3 clusters Score -12998.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13093.055664 Penalty: 2561.733887
	Iteration 1F: 3 clusters Score -13093.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13102.151367 Penalty: 2561.733887
	Iteration 2Q: 3 clusters Score -13102.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13105.486328 Penalty: 2561.733887
	Iteration 3Q: 3 clusters Score -13105.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13105.486328 Penalty: 2561.733887
	Iteration 4F: 3 clusters Score -13105.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Entering Unmasked Estep 
Score: -4151447.250000 Penalty: 2612.851074
	Iteration 0F: 2 clusters Score -4151447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -4126039.750000 Penalty: 5225.702148
	Iteration 0F: 3 clusters Score -4126040 nChanged 17069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -4135586.250000 Penalty: 5225.702148
	Iteration 1F: 3 clusters Score -4135586 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -4136210.000000 Penalty: 5225.702148
	Iteration 2Q: 3 clusters Score -4136210 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -4136874.000000 Penalty: 5225.702148
	Iteration 3Q: 3 clusters Score -4136874 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -4137569.750000 Penalty: 5225.702148
	Iteration 4Q: 3 clusters Score -4137570 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -4138315.000000 Penalty: 5225.702148
	Iteration 5Q: 3 clusters Score -4138315 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -4139061.750000 Penalty: 5225.702148
	Iteration 6Q: 3 clusters Score -4139062 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -4139846.750000 Penalty: 5225.702148
	Iteration 7Q: 3 clusters Score -4139847 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -4140643.000000 Penalty: 5225.702148
	Iteration 8Q: 3 clusters Score -4140643 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -4141437.250000 Penalty: 5225.702148
	Iteration 9Q: 3 clusters Score -4141437 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -4142307.250000 Penalty: 5225.702148
	Iteration 10Q: 3 clusters Score -4142307 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -4143265.000000 Penalty: 5225.702148
	Iteration 11Q: 3 clusters Score -4143265 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -4144279.500000 Penalty: 5225.702148
	Iteration 12Q: 3 clusters Score -4144280 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -4145129.750000 Penalty: 5225.702148
	Iteration 13Q: 3 clusters Score -4145130 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -4145627.500000 Penalty: 5225.702148
	Iteration 14Q: 3 clusters Score -4145628 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -4145917.250000 Penalty: 5225.702148
	Iteration 15Q: 3 clusters Score -4145917 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -4146055.000000 Penalty: 5225.702148
	Iteration 16Q: 3 clusters Score -4146055 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -4146186.750000 Penalty: 5225.702148
	Iteration 17Q: 3 clusters Score -4146187 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -4146285.500000 Penalty: 5225.702148
	Iteration 18Q: 3 clusters Score -4146286 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -4146353.500000 Penalty: 5225.702148
	Iteration 19Q: 3 clusters Score -4146354 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
Score: -4146425.500000 Penalty: 5225.702148
	Iteration 20F: 3 clusters Score -4146426 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -4146512.250000 Penalty: 5225.702148
	Iteration 21Q: 3 clusters Score -4146512 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -4146571.250000 Penalty: 5225.702148
	Iteration 22Q: 3 clusters Score -4146571 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -4146664.500000 Penalty: 5225.702148
	Iteration 23Q: 3 clusters Score -4146664 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -4146720.500000 Penalty: 5225.702148
	Iteration 24Q: 3 clusters Score -4146720 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -4146796.750000 Penalty: 5225.702148
	Iteration 25Q: 3 clusters Score -4146797 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -4146882.500000 Penalty: 5225.702148
	Iteration 26Q: 3 clusters Score -4146882 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -4146993.250000 Penalty: 5225.702148
	Iteration 27Q: 3 clusters Score -4146993 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -4147102.500000 Penalty: 5225.702148
	Iteration 28Q: 3 clusters Score -4147102 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -4147203.500000 Penalty: 5225.702148
	Iteration 29Q: 3 clusters Score -4147204 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -4147355.500000 Penalty: 5225.702148
	Iteration 30Q: 3 clusters Score -4147356 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -4147497.500000 Penalty: 5225.702148
	Iteration 31Q: 3 clusters Score -4147498 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -4147643.750000 Penalty: 5225.702148
	Iteration 32Q: 3 clusters Score -4147644 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -4147780.750000 Penalty: 5225.702148
	Iteration 33Q: 3 clusters Score -4147781 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -4147912.750000 Penalty: 5225.702148
	Iteration 34Q: 3 clusters Score -4147913 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -4148034.000000 Penalty: 5225.702148
	Iteration 35Q: 3 clusters Score -4148034 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -4148135.250000 Penalty: 5225.702148
	Iteration 36Q: 3 clusters Score -4148135 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 34995 members 
Entering Unmasked Estep 
Score: -4148256.250000 Penalty: 5225.702148
	Iteration 37Q: 3 clusters Score -4148256 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 35200 members 
Entering Unmasked Estep 
Score: -4148323.250000 Penalty: 5225.702148
	Iteration 38Q: 3 clusters Score -4148323 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -4148419.000000 Penalty: 5225.702148
	Iteration 39Q: 3 clusters Score -4148419 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -4148485.250000 Penalty: 5225.702148
	Iteration 40F: 3 clusters Score -4148485 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -4148570.250000 Penalty: 5225.702148
	Iteration 41Q: 3 clusters Score -4148570 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
Score: -4148634.000000 Penalty: 5225.702148
	Iteration 42Q: 3 clusters Score -4148634 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -4148696.500000 Penalty: 5225.702148
	Iteration 43Q: 3 clusters Score -4148696 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -4148740.000000 Penalty: 5225.702148
	Iteration 44Q: 3 clusters Score -4148740 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 36229 members 
Entering Unmasked Estep 
Score: -4148793.250000 Penalty: 5225.702148
	Iteration 45Q: 3 clusters Score -4148793 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 36312 members 
Entering Unmasked Estep 
Score: -4148819.750000 Penalty: 5225.702148
	Iteration 46Q: 3 clusters Score -4148820 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 36401 members 
Entering Unmasked Estep 
Score: -4148875.250000 Penalty: 5225.702148
	Iteration 47Q: 3 clusters Score -4148875 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 36479 members 
Entering Unmasked Estep 
Score: -4148907.750000 Penalty: 5225.702148
	Iteration 48Q: 3 clusters Score -4148908 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -4148944.250000 Penalty: 5225.702148
	Iteration 49Q: 3 clusters Score -4148944 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -4148963.250000 Penalty: 5225.702148
	Iteration 50Q: 3 clusters Score -4148963 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 36646 members 
Entering Unmasked Estep 
Score: -4148991.500000 Penalty: 5225.702148
	Iteration 51Q: 3 clusters Score -4148992 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 36687 members 
Entering Unmasked Estep 
Score: -4149007.250000 Penalty: 5225.702148
	Iteration 52Q: 3 clusters Score -4149007 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 36724 members 
Entering Unmasked Estep 
Score: -4149017.750000 Penalty: 5225.702148
	Iteration 53Q: 3 clusters Score -4149018 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 36762 members 
Entering Unmasked Estep 
Score: -4149039.500000 Penalty: 5225.702148
	Iteration 54Q: 3 clusters Score -4149040 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
Score: -4149059.500000 Penalty: 5225.702148
	Iteration 55Q: 3 clusters Score -4149060 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -4149066.000000 Penalty: 5225.702148
	Iteration 56Q: 3 clusters Score -4149066 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 36842 members 
Entering Unmasked Estep 
Score: -4149089.250000 Penalty: 5225.702148
	Iteration 57Q: 3 clusters Score -4149089 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
Score: -4149102.500000 Penalty: 5225.702148
	Iteration 58Q: 3 clusters Score -4149102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 36880 members 
Entering Unmasked Estep 
Score: -4149114.500000 Penalty: 5225.702148
	Iteration 59Q: 3 clusters Score -4149114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 36888 members 
Entering Unmasked Estep 
Score: -4149111.500000 Penalty: 5225.702148
	Iteration 60F: 3 clusters Score -4149112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -4149124.000000 Penalty: 5225.702148
	Iteration 61Q: 3 clusters Score -4149124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -4149133.000000 Penalty: 5225.702148
	Iteration 62Q: 3 clusters Score -4149133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 36918 members 
Entering Unmasked Estep 
Score: -4149135.250000 Penalty: 5225.702148
	Iteration 63Q: 3 clusters Score -4149135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 36930 members 
Entering Unmasked Estep 
Score: -4149146.500000 Penalty: 5225.702148
	Iteration 64Q: 3 clusters Score -4149146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 36940 members 
Entering Unmasked Estep 
Score: -4149147.500000 Penalty: 5225.702148
	Iteration 65Q: 3 clusters Score -4149148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -4149155.000000 Penalty: 5225.702148
	Iteration 66Q: 3 clusters Score -4149155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
Score: -4149157.250000 Penalty: 5225.702148
	Iteration 67Q: 3 clusters Score -4149157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 36962 members 
Entering Unmasked Estep 
Score: -4149161.500000 Penalty: 5225.702148
	Iteration 68Q: 3 clusters Score -4149162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -4149167.500000 Penalty: 5225.702148
	Iteration 69Q: 3 clusters Score -4149168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -4149176.250000 Penalty: 5225.702148
	Iteration 70Q: 3 clusters Score -4149176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 36985 members 
Entering Unmasked Estep 
Score: -4149178.250000 Penalty: 5225.702148
	Iteration 71Q: 3 clusters Score -4149178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 36992 members 
Entering Unmasked Estep 
Score: -4149189.250000 Penalty: 5225.702148
	Iteration 72Q: 3 clusters Score -4149189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
Score: -4149202.500000 Penalty: 5225.702148
	Iteration 73Q: 3 clusters Score -4149202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -4149197.500000 Penalty: 5225.702148
	Iteration 74Q: 3 clusters Score -4149198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -4149213.500000 Penalty: 5225.702148
	Iteration 75Q: 3 clusters Score -4149214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 37024 members 
Entering Unmasked Estep 
Score: -4149218.000000 Penalty: 5225.702148
	Iteration 76Q: 3 clusters Score -4149218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 37030 members 
Entering Unmasked Estep 
Score: -4149224.750000 Penalty: 5225.702148
	Iteration 77Q: 3 clusters Score -4149225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 37034 members 
Entering Unmasked Estep 
Score: -4149231.500000 Penalty: 5225.702148
	Iteration 78Q: 3 clusters Score -4149232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 37042 members 
Entering Unmasked Estep 
Score: -4149230.250000 Penalty: 5225.702148
	Iteration 79Q: 3 clusters Score -4149230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -4149242.000000 Penalty: 5225.702148
	Iteration 80F: 3 clusters Score -4149242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 37053 members 
Entering Unmasked Estep 
Score: -4149240.000000 Penalty: 5225.702148
	Iteration 81Q: 3 clusters Score -4149240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 37053 members 
Entering Unmasked Estep 
Score: -4149240.500000 Penalty: 5225.702148
	Iteration 82Q: 3 clusters Score -4149240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 37052 members 
Entering Unmasked Estep 
Score: -4149242.000000 Penalty: 5225.702148
	Iteration 83Q: 3 clusters Score -4149242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 37052 members 
Entering Unmasked Estep 
Score: -4149242.000000 Penalty: 5225.702148
	Iteration 84F: 3 clusters Score -4149242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Entering Unmasked Estep 
Score: -225557.375000 Penalty: 1889.204346
	Iteration 0F: 2 clusters Score -225557.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -222906.515625 Penalty: 3778.408691
	Iteration 0F: 3 clusters Score -222906.5 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -223316.796875 Penalty: 3778.408691
	Iteration 1F: 3 clusters Score -223316.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -223428.437500 Penalty: 3778.408691
	Iteration 2F: 3 clusters Score -223428.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -223494.421875 Penalty: 3778.408691
	Iteration 3Q: 3 clusters Score -223494.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -223542.093750 Penalty: 3778.408691
	Iteration 4Q: 3 clusters Score -223542.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -223577.109375 Penalty: 3778.408691
	Iteration 5Q: 3 clusters Score -223577.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -223599.062500 Penalty: 3778.408691
	Iteration 6Q: 3 clusters Score -223599.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -223621.062500 Penalty: 3778.408691
	Iteration 7Q: 3 clusters Score -223621.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -223636.500000 Penalty: 3778.408691
	Iteration 8Q: 3 clusters Score -223636.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -223653.453125 Penalty: 3778.408691
	Iteration 9Q: 3 clusters Score -223653.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -223663.953125 Penalty: 3778.408691
	Iteration 10Q: 3 clusters Score -223664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -223674.687500 Penalty: 3778.408691
	Iteration 11Q: 3 clusters Score -223674.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -223683.609375 Penalty: 3778.408691
	Iteration 12Q: 3 clusters Score -223683.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -223692.015625 Penalty: 3778.408691
	Iteration 13Q: 3 clusters Score -223692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -223699.546875 Penalty: 3778.408691
	Iteration 14Q: 3 clusters Score -223699.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -223706.406250 Penalty: 3778.408691
	Iteration 15Q: 3 clusters Score -223706.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -223707.890625 Penalty: 3778.408691
	Iteration 16Q: 3 clusters Score -223707.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -223708.625000 Penalty: 3778.408691
	Iteration 17Q: 3 clusters Score -223708.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -223709.562500 Penalty: 3778.408691
	Iteration 18Q: 3 clusters Score -223709.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -223711.703125 Penalty: 3778.408691
	Iteration 19Q: 3 clusters Score -223711.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -223714.484375 Penalty: 3778.408691
	Iteration 20F: 3 clusters Score -223714.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -223716.250000 Penalty: 3778.408691
	Iteration 21Q: 3 clusters Score -223716.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -223716.468750 Penalty: 3778.408691
	Iteration 22Q: 3 clusters Score -223716.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -223716.468750 Penalty: 3778.408691
	Iteration 23F: 3 clusters Score -223716.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (139871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139871 members 
Entering Unmasked Estep 
Score: -14325197.000000 Penalty: 2938.421875
	Iteration 0F: 2 clusters Score -1.43252e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69814 members 
Mstep: Class 2 contains 70057 members 
Entering Unmasked Estep 
Score: -14231683.000000 Penalty: 5876.843750
	Iteration 0F: 3 clusters Score -1.423168e+07 nChanged 66987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67575 members 
Mstep: Class 2 contains 72296 members 
Entering Unmasked Estep 
Score: -14270510.000000 Penalty: 5876.843750
	Iteration 1F: 3 clusters Score -1.427051e+07 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66222 members 
Mstep: Class 2 contains 73649 members 
Entering Unmasked Estep 
Score: -14272488.000000 Penalty: 5876.843750
	Iteration 2Q: 3 clusters Score -1.427249e+07 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64299 members 
Mstep: Class 2 contains 75572 members 
Entering Unmasked Estep 
Score: -14275291.000000 Penalty: 5876.843750
	Iteration 3Q: 3 clusters Score -1.427529e+07 nChanged 7350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61769 members 
Mstep: Class 2 contains 78102 members 
Entering Unmasked Estep 
Score: -14279290.000000 Penalty: 5876.843750
	Iteration 4F: 3 clusters Score -1.427929e+07 nChanged 8345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58672 members 
Mstep: Class 2 contains 81199 members 
Entering Unmasked Estep 
Score: -14284226.000000 Penalty: 5876.843750
	Iteration 5F: 3 clusters Score -1.428423e+07 nChanged 8997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55535 members 
Mstep: Class 2 contains 84336 members 
Entering Unmasked Estep 
Score: -14289925.000000 Penalty: 5876.843750
	Iteration 6F: 3 clusters Score -1.428992e+07 nChanged 8794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52571 members 
Mstep: Class 2 contains 87300 members 
Entering Unmasked Estep 
Score: -14294932.000000 Penalty: 5876.843750
	Iteration 7F: 3 clusters Score -1.429493e+07 nChanged 7781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49820 members 
Mstep: Class 2 contains 90051 members 
Entering Unmasked Estep 
Score: -14299441.000000 Penalty: 5876.843750
	Iteration 8F: 3 clusters Score -1.429944e+07 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47277 members 
Mstep: Class 2 contains 92594 members 
Entering Unmasked Estep 
Score: -14302849.000000 Penalty: 5876.843750
	Iteration 9Q: 3 clusters Score -1.430285e+07 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44827 members 
Mstep: Class 2 contains 95044 members 
Entering Unmasked Estep 
Score: -14305848.000000 Penalty: 5876.843750
	Iteration 10Q: 3 clusters Score -1.430585e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42414 members 
Mstep: Class 2 contains 97457 members 
Entering Unmasked Estep 
Score: -14308120.000000 Penalty: 5876.843750
	Iteration 11Q: 3 clusters Score -1.430812e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 99873 members 
Entering Unmasked Estep 
Score: -14309969.000000 Penalty: 5876.843750
	Iteration 12Q: 3 clusters Score -1.430997e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37600 members 
Mstep: Class 2 contains 102271 members 
Entering Unmasked Estep 
Score: -14311433.000000 Penalty: 5876.843750
	Iteration 13Q: 3 clusters Score -1.431143e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 104639 members 
Entering Unmasked Estep 
Score: -14312677.000000 Penalty: 5876.843750
	Iteration 14Q: 3 clusters Score -1.431268e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32974 members 
Mstep: Class 2 contains 106897 members 
Entering Unmasked Estep 
Score: -14313783.000000 Penalty: 5876.843750
	Iteration 15Q: 3 clusters Score -1.431378e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 109091 members 
Entering Unmasked Estep 
Score: -14314671.000000 Penalty: 5876.843750
	Iteration 16Q: 3 clusters Score -1.431467e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 111206 members 
Entering Unmasked Estep 
Score: -14315508.000000 Penalty: 5876.843750
	Iteration 17Q: 3 clusters Score -1.431551e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 113303 members 
Entering Unmasked Estep 
Score: -14316376.000000 Penalty: 5876.843750
	Iteration 18Q: 3 clusters Score -1.431638e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 115289 members 
Entering Unmasked Estep 
Score: -14317189.000000 Penalty: 5876.843750
	Iteration 19Q: 3 clusters Score -1.431719e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 117197 members 
Entering Unmasked Estep 
Score: -14318030.000000 Penalty: 5876.843750
	Iteration 20F: 3 clusters Score -1.431803e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 119046 members 
Entering Unmasked Estep 
Score: -14318804.000000 Penalty: 5876.843750
	Iteration 21Q: 3 clusters Score -1.43188e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 120794 members 
Entering Unmasked Estep 
Score: -14319586.000000 Penalty: 5876.843750
	Iteration 22Q: 3 clusters Score -1.431959e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 122420 members 
Entering Unmasked Estep 
Score: -14320196.000000 Penalty: 5876.843750
	Iteration 23Q: 3 clusters Score -1.43202e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 123846 members 
Entering Unmasked Estep 
Score: -14320931.000000 Penalty: 5876.843750
	Iteration 24Q: 3 clusters Score -1.432093e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 125102 members 
Entering Unmasked Estep 
Score: -14321505.000000 Penalty: 5876.843750
	Iteration 25Q: 3 clusters Score -1.43215e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 126245 members 
Entering Unmasked Estep 
Score: -14322003.000000 Penalty: 5876.843750
	Iteration 26Q: 3 clusters Score -1.4322e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 127241 members 
Entering Unmasked Estep 
Score: -14322477.000000 Penalty: 5876.843750
	Iteration 27Q: 3 clusters Score -1.432248e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 128109 members 
Entering Unmasked Estep 
Score: -14322867.000000 Penalty: 5876.843750
	Iteration 28Q: 3 clusters Score -1.432287e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 128834 members 
Entering Unmasked Estep 
Score: -14323104.000000 Penalty: 5876.843750
	Iteration 29Q: 3 clusters Score -1.43231e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 129476 members 
Entering Unmasked Estep 
Score: -14323291.000000 Penalty: 5876.843750
	Iteration 30Q: 3 clusters Score -1.432329e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 130041 members 
Entering Unmasked Estep 
Score: -14323475.000000 Penalty: 5876.843750
	Iteration 31Q: 3 clusters Score -1.432348e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 130531 members 
Entering Unmasked Estep 
Score: -14323581.000000 Penalty: 5876.843750
	Iteration 32Q: 3 clusters Score -1.432358e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 130975 members 
Entering Unmasked Estep 
Score: -14323657.000000 Penalty: 5876.843750
	Iteration 33Q: 3 clusters Score -1.432366e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 131355 members 
Entering Unmasked Estep 
Score: -14323712.000000 Penalty: 5876.843750
	Iteration 34Q: 3 clusters Score -1.432371e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 131704 members 
Entering Unmasked Estep 
Score: -14323803.000000 Penalty: 5876.843750
	Iteration 35Q: 3 clusters Score -1.43238e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 132039 members 
Entering Unmasked Estep 
Score: -14323798.000000 Penalty: 5876.843750
	Iteration 36Q: 3 clusters Score -1.43238e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 132318 members 
Entering Unmasked Estep 
Score: -14323869.000000 Penalty: 5876.843750
	Iteration 37Q: 3 clusters Score -1.432387e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 132550 members 
Entering Unmasked Estep 
Score: -14323936.000000 Penalty: 5876.843750
	Iteration 38Q: 3 clusters Score -1.432394e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 132733 members 
Entering Unmasked Estep 
Score: -14323969.000000 Penalty: 5876.843750
	Iteration 39Q: 3 clusters Score -1.432397e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 132871 members 
Entering Unmasked Estep 
Score: -14324004.000000 Penalty: 5876.843750
	Iteration 40F: 3 clusters Score -1.4324e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 132984 members 
Entering Unmasked Estep 
Score: -14324029.000000 Penalty: 5876.843750
	Iteration 41Q: 3 clusters Score -1.432403e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 133074 members 
Entering Unmasked Estep 
Score: -14324009.000000 Penalty: 5876.843750
	Iteration 42Q: 3 clusters Score -1.432401e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 133162 members 
Entering Unmasked Estep 
Score: -14324057.000000 Penalty: 5876.843750
	Iteration 43Q: 3 clusters Score -1.432406e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 133259 members 
Entering Unmasked Estep 
Score: -14324095.000000 Penalty: 5876.843750
	Iteration 44Q: 3 clusters Score -1.43241e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 133363 members 
Entering Unmasked Estep 
Score: -14324086.000000 Penalty: 5876.843750
	Iteration 45Q: 3 clusters Score -1.432409e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 133447 members 
Entering Unmasked Estep 
Score: -14324139.000000 Penalty: 5876.843750
	Iteration 46Q: 3 clusters Score -1.432414e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 133513 members 
Entering Unmasked Estep 
Score: -14324122.000000 Penalty: 5876.843750
	Iteration 47Q: 3 clusters Score -1.432412e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 133571 members 
Entering Unmasked Estep 
Score: -14324161.000000 Penalty: 5876.843750
	Iteration 48Q: 3 clusters Score -1.432416e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 133630 members 
Entering Unmasked Estep 
Score: -14324136.000000 Penalty: 5876.843750
	Iteration 49Q: 3 clusters Score -1.432414e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 133680 members 
Entering Unmasked Estep 
Score: -14324100.000000 Penalty: 5876.843750
	Iteration 50Q: 3 clusters Score -1.43241e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 133730 members 
Entering Unmasked Estep 
Score: -14324170.000000 Penalty: 5876.843750
	Iteration 51Q: 3 clusters Score -1.432417e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 133774 members 
Entering Unmasked Estep 
Score: -14324184.000000 Penalty: 5876.843750
	Iteration 52Q: 3 clusters Score -1.432418e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 133816 members 
Entering Unmasked Estep 
Score: -14324252.000000 Penalty: 5876.843750
	Iteration 53Q: 3 clusters Score -1.432425e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 133857 members 
Entering Unmasked Estep 
Score: -14324204.000000 Penalty: 5876.843750
	Iteration 54Q: 3 clusters Score -1.43242e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 133897 members 
Entering Unmasked Estep 
Score: -14324192.000000 Penalty: 5876.843750
	Iteration 55Q: 3 clusters Score -1.432419e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 133928 members 
Entering Unmasked Estep 
Score: -14324212.000000 Penalty: 5876.843750
	Iteration 56Q: 3 clusters Score -1.432421e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 133951 members 
Entering Unmasked Estep 
Score: -14324200.000000 Penalty: 5876.843750
	Iteration 57Q: 3 clusters Score -1.43242e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 133973 members 
Entering Unmasked Estep 
Score: -14324217.000000 Penalty: 5876.843750
	Iteration 58Q: 3 clusters Score -1.432422e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 133988 members 
Entering Unmasked Estep 
Score: -14324209.000000 Penalty: 5876.843750
	Iteration 59Q: 3 clusters Score -1.432421e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 134005 members 
Entering Unmasked Estep 
Score: -14324267.000000 Penalty: 5876.843750
	Iteration 60F: 3 clusters Score -1.432427e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 134021 members 
Entering Unmasked Estep 
Score: -14324241.000000 Penalty: 5876.843750
	Iteration 61Q: 3 clusters Score -1.432424e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 134036 members 
Entering Unmasked Estep 
Score: -14324256.000000 Penalty: 5876.843750
	Iteration 62Q: 3 clusters Score -1.432426e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 134045 members 
Entering Unmasked Estep 
Score: -14324246.000000 Penalty: 5876.843750
	Iteration 63Q: 3 clusters Score -1.432425e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 134055 members 
Entering Unmasked Estep 
Score: -14324239.000000 Penalty: 5876.843750
	Iteration 64Q: 3 clusters Score -1.432424e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 134065 members 
Entering Unmasked Estep 
Score: -14324249.000000 Penalty: 5876.843750
	Iteration 65Q: 3 clusters Score -1.432425e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 134078 members 
Entering Unmasked Estep 
Score: -14324270.000000 Penalty: 5876.843750
	Iteration 66Q: 3 clusters Score -1.432427e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 134090 members 
Entering Unmasked Estep 
Score: -14324272.000000 Penalty: 5876.843750
	Iteration 67Q: 3 clusters Score -1.432427e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 134107 members 
Entering Unmasked Estep 
Score: -14324263.000000 Penalty: 5876.843750
	Iteration 68Q: 3 clusters Score -1.432426e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 134126 members 
Entering Unmasked Estep 
Score: -14324231.000000 Penalty: 5876.843750
	Iteration 69Q: 3 clusters Score -1.432423e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 134140 members 
Entering Unmasked Estep 
Score: -14324208.000000 Penalty: 5876.843750
	Iteration 70Q: 3 clusters Score -1.432421e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 134151 members 
Entering Unmasked Estep 
Score: -14324234.000000 Penalty: 5876.843750
	Iteration 71Q: 3 clusters Score -1.432423e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 134169 members 
Entering Unmasked Estep 
Score: -14324244.000000 Penalty: 5876.843750
	Iteration 72Q: 3 clusters Score -1.432424e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 134182 members 
Entering Unmasked Estep 
Score: -14324185.000000 Penalty: 5876.843750
	Iteration 73Q: 3 clusters Score -1.432418e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 134192 members 
Entering Unmasked Estep 
Score: -14324180.000000 Penalty: 5876.843750
	Iteration 74Q: 3 clusters Score -1.432418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 134198 members 
Entering Unmasked Estep 
Score: -14324209.000000 Penalty: 5876.843750
	Iteration 75Q: 3 clusters Score -1.432421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 134198 members 
Entering Unmasked Estep 
Score: -14324209.000000 Penalty: 5876.843750
	Iteration 76F: 3 clusters Score -1.432421e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Entering Unmasked Estep 
Score: -349090.718750 Penalty: 2010.565186
	Iteration 0F: 2 clusters Score -349090.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -345653.562500 Penalty: 4021.130371
	Iteration 0F: 3 clusters Score -345653.6 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -346385.000000 Penalty: 4021.130371
	Iteration 1F: 3 clusters Score -346385 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -346569.750000 Penalty: 4021.130371
	Iteration 2F: 3 clusters Score -346569.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -346666.937500 Penalty: 4021.130371
	Iteration 3Q: 3 clusters Score -346666.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -346744.500000 Penalty: 4021.130371
	Iteration 4Q: 3 clusters Score -346744.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -346795.562500 Penalty: 4021.130371
	Iteration 5Q: 3 clusters Score -346795.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -346848.281250 Penalty: 4021.130371
	Iteration 6Q: 3 clusters Score -346848.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -346898.875000 Penalty: 4021.130371
	Iteration 7Q: 3 clusters Score -346898.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -346950.875000 Penalty: 4021.130371
	Iteration 8Q: 3 clusters Score -346950.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -347019.468750 Penalty: 4021.130371
	Iteration 9Q: 3 clusters Score -347019.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -347088.031250 Penalty: 4021.130371
	Iteration 10Q: 3 clusters Score -347088 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -347170.687500 Penalty: 4021.130371
	Iteration 11Q: 3 clusters Score -347170.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -347287.250000 Penalty: 4021.130371
	Iteration 12Q: 3 clusters Score -347287.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -347496.312500 Penalty: 4021.130371
	Iteration 13Q: 3 clusters Score -347496.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -347825.437500 Penalty: 4021.130371
	Iteration 14Q: 3 clusters Score -347825.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -348120.218750 Penalty: 4021.130371
	Iteration 15Q: 3 clusters Score -348120.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -348297.593750 Penalty: 4021.130371
	Iteration 16Q: 3 clusters Score -348297.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -348425.718750 Penalty: 4021.130371
	Iteration 17Q: 3 clusters Score -348425.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -348547.343750 Penalty: 4021.130371
	Iteration 18Q: 3 clusters Score -348547.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -348676.468750 Penalty: 4021.130371
	Iteration 19Q: 3 clusters Score -348676.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -348752.156250 Penalty: 4021.130371
	Iteration 20F: 3 clusters Score -348752.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -348782.281250 Penalty: 4021.130371
	Iteration 21Q: 3 clusters Score -348782.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -348788.718750 Penalty: 4021.130371
	Iteration 22Q: 3 clusters Score -348788.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -348792.531250 Penalty: 4021.130371
	Iteration 23Q: 3 clusters Score -348792.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -348794.406250 Penalty: 4021.130371
	Iteration 24Q: 3 clusters Score -348794.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -348796.062500 Penalty: 4021.130371
	Iteration 25Q: 3 clusters Score -348796.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -348796.062500 Penalty: 4021.130371
	Iteration 26F: 3 clusters Score -348796.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Entering Unmasked Estep 
Score: -1441763.375000 Penalty: 2352.735107
	Iteration 0F: 2 clusters Score -1441763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1432141.500000 Penalty: 4705.470215
	Iteration 0F: 3 clusters Score -1432142 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1435468.875000 Penalty: 4705.470215
	Iteration 1F: 3 clusters Score -1435469 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1436555.500000 Penalty: 4705.470215
	Iteration 2F: 3 clusters Score -1436556 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1438038.500000 Penalty: 4705.470215
	Iteration 3F: 3 clusters Score -1438038 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1439337.500000 Penalty: 4705.470215
	Iteration 4F: 3 clusters Score -1439338 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1440064.250000 Penalty: 4705.470215
	Iteration 5F: 3 clusters Score -1440064 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1440381.000000 Penalty: 4705.470215
	Iteration 6Q: 3 clusters Score -1440381 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1440509.875000 Penalty: 4705.470215
	Iteration 7Q: 3 clusters Score -1440510 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1440564.000000 Penalty: 4705.470215
	Iteration 8Q: 3 clusters Score -1440564 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1440600.250000 Penalty: 4705.470215
	Iteration 9Q: 3 clusters Score -1440600 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1440625.625000 Penalty: 4705.470215
	Iteration 10Q: 3 clusters Score -1440626 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1440642.250000 Penalty: 4705.470215
	Iteration 11Q: 3 clusters Score -1440642 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1440654.375000 Penalty: 4705.470215
	Iteration 12Q: 3 clusters Score -1440654 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1440673.250000 Penalty: 4705.470215
	Iteration 13Q: 3 clusters Score -1440673 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1440684.500000 Penalty: 4705.470215
	Iteration 14Q: 3 clusters Score -1440684 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1440698.250000 Penalty: 4705.470215
	Iteration 15Q: 3 clusters Score -1440698 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1440707.000000 Penalty: 4705.470215
	Iteration 16Q: 3 clusters Score -1440707 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1440719.375000 Penalty: 4705.470215
	Iteration 17Q: 3 clusters Score -1440719 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1440723.250000 Penalty: 4705.470215
	Iteration 18Q: 3 clusters Score -1440723 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1440728.625000 Penalty: 4705.470215
	Iteration 19Q: 3 clusters Score -1440729 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1440731.375000 Penalty: 4705.470215
	Iteration 20F: 3 clusters Score -1440731 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1440745.750000 Penalty: 4705.470215
	Iteration 21Q: 3 clusters Score -1440746 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1440750.250000 Penalty: 4705.470215
	Iteration 22Q: 3 clusters Score -1440750 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1440756.625000 Penalty: 4705.470215
	Iteration 23Q: 3 clusters Score -1440757 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1440757.875000 Penalty: 4705.470215
	Iteration 24Q: 3 clusters Score -1440758 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1440763.125000 Penalty: 4705.470215
	Iteration 25Q: 3 clusters Score -1440763 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1440768.250000 Penalty: 4705.470215
	Iteration 26Q: 3 clusters Score -1440768 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1440774.500000 Penalty: 4705.470215
	Iteration 27Q: 3 clusters Score -1440774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1440774.750000 Penalty: 4705.470215
	Iteration 28Q: 3 clusters Score -1440775 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1440777.250000 Penalty: 4705.470215
	Iteration 29Q: 3 clusters Score -1440777 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1440782.750000 Penalty: 4705.470215
	Iteration 30Q: 3 clusters Score -1440783 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1440784.750000 Penalty: 4705.470215
	Iteration 31Q: 3 clusters Score -1440785 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1440787.750000 Penalty: 4705.470215
	Iteration 32Q: 3 clusters Score -1440788 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1440798.250000 Penalty: 4705.470215
	Iteration 33Q: 3 clusters Score -1440798 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1440797.500000 Penalty: 4705.470215
	Iteration 34Q: 3 clusters Score -1440798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1440797.000000 Penalty: 4705.470215
	Iteration 35Q: 3 clusters Score -1440797 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1440798.500000 Penalty: 4705.470215
	Iteration 36Q: 3 clusters Score -1440798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1440798.000000 Penalty: 4705.470215
	Iteration 37Q: 3 clusters Score -1440798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1440800.375000 Penalty: 4705.470215
	Iteration 38Q: 3 clusters Score -1440800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1440804.375000 Penalty: 4705.470215
	Iteration 39Q: 3 clusters Score -1440804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1440803.125000 Penalty: 4705.470215
	Iteration 40F: 3 clusters Score -1440803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1440805.375000 Penalty: 4705.470215
	Iteration 41Q: 3 clusters Score -1440805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1440805.000000 Penalty: 4705.470215
	Iteration 42Q: 3 clusters Score -1440805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1440811.250000 Penalty: 4705.470215
	Iteration 43Q: 3 clusters Score -1440811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1440807.875000 Penalty: 4705.470215
	Iteration 44Q: 3 clusters Score -1440808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1440812.250000 Penalty: 4705.470215
	Iteration 45Q: 3 clusters Score -1440812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1440813.625000 Penalty: 4705.470215
	Iteration 46Q: 3 clusters Score -1440814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1440813.625000 Penalty: 4705.470215
	Iteration 47Q: 3 clusters Score -1440814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1440815.750000 Penalty: 4705.470215
	Iteration 48Q: 3 clusters Score -1440816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1440811.875000 Penalty: 4705.470215
	Iteration 49Q: 3 clusters Score -1440812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1440814.750000 Penalty: 4705.470215
	Iteration 50Q: 3 clusters Score -1440815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1440815.125000 Penalty: 4705.470215
	Iteration 51Q: 3 clusters Score -1440815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1440819.250000 Penalty: 4705.470215
	Iteration 52Q: 3 clusters Score -1440819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1440820.125000 Penalty: 4705.470215
	Iteration 53Q: 3 clusters Score -1440820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1440818.000000 Penalty: 4705.470215
	Iteration 54Q: 3 clusters Score -1440818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1440820.375000 Penalty: 4705.470215
	Iteration 55Q: 3 clusters Score -1440820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1440819.875000 Penalty: 4705.470215
	Iteration 56Q: 3 clusters Score -1440820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1440824.625000 Penalty: 4705.470215
	Iteration 57Q: 3 clusters Score -1440825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1440825.250000 Penalty: 4705.470215
	Iteration 58Q: 3 clusters Score -1440825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1440823.500000 Penalty: 4705.470215
	Iteration 59Q: 3 clusters Score -1440824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1440824.500000 Penalty: 4705.470215
	Iteration 60F: 3 clusters Score -1440824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1440824.250000 Penalty: 4705.470215
	Iteration 61Q: 3 clusters Score -1440824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1440825.500000 Penalty: 4705.470215
	Iteration 62Q: 3 clusters Score -1440826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1440829.000000 Penalty: 4705.470215
	Iteration 63Q: 3 clusters Score -1440829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1440832.000000 Penalty: 4705.470215
	Iteration 64Q: 3 clusters Score -1440832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1440833.500000 Penalty: 4705.470215
	Iteration 65Q: 3 clusters Score -1440834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1440834.500000 Penalty: 4705.470215
	Iteration 66Q: 3 clusters Score -1440834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1440837.125000 Penalty: 4705.470215
	Iteration 67Q: 3 clusters Score -1440837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1440837.875000 Penalty: 4705.470215
	Iteration 68Q: 3 clusters Score -1440838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1440839.750000 Penalty: 4705.470215
	Iteration 69Q: 3 clusters Score -1440840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1440839.500000 Penalty: 4705.470215
	Iteration 70Q: 3 clusters Score -1440840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1440842.125000 Penalty: 4705.470215
	Iteration 71Q: 3 clusters Score -1440842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1440843.000000 Penalty: 4705.470215
	Iteration 72Q: 3 clusters Score -1440843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1440841.500000 Penalty: 4705.470215
	Iteration 73Q: 3 clusters Score -1440842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1440840.500000 Penalty: 4705.470215
	Iteration 74Q: 3 clusters Score -1440840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1440842.625000 Penalty: 4705.470215
	Iteration 75Q: 3 clusters Score -1440843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1440840.250000 Penalty: 4705.470215
	Iteration 76Q: 3 clusters Score -1440840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1440843.000000 Penalty: 4705.470215
	Iteration 77Q: 3 clusters Score -1440843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1440845.500000 Penalty: 4705.470215
	Iteration 78Q: 3 clusters Score -1440846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1440849.000000 Penalty: 4705.470215
	Iteration 79Q: 3 clusters Score -1440849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1440851.125000 Penalty: 4705.470215
	Iteration 80F: 3 clusters Score -1440851 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1440853.625000 Penalty: 4705.470215
	Iteration 81Q: 3 clusters Score -1440854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1440853.875000 Penalty: 4705.470215
	Iteration 82Q: 3 clusters Score -1440854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1440855.375000 Penalty: 4705.470215
	Iteration 83Q: 3 clusters Score -1440855 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1440856.250000 Penalty: 4705.470215
	Iteration 84Q: 3 clusters Score -1440856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1440861.375000 Penalty: 4705.470215
	Iteration 85Q: 3 clusters Score -1440861 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1440861.125000 Penalty: 4705.470215
	Iteration 86Q: 3 clusters Score -1440861 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1440864.250000 Penalty: 4705.470215
	Iteration 87Q: 3 clusters Score -1440864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1440867.875000 Penalty: 4705.470215
	Iteration 88Q: 3 clusters Score -1440868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1440863.250000 Penalty: 4705.470215
	Iteration 89Q: 3 clusters Score -1440863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1440867.625000 Penalty: 4705.470215
	Iteration 90Q: 3 clusters Score -1440868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1440866.750000 Penalty: 4705.470215
	Iteration 91Q: 3 clusters Score -1440867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1440870.250000 Penalty: 4705.470215
	Iteration 92Q: 3 clusters Score -1440870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1440869.125000 Penalty: 4705.470215
	Iteration 93Q: 3 clusters Score -1440869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1440871.500000 Penalty: 4705.470215
	Iteration 94Q: 3 clusters Score -1440872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1440870.750000 Penalty: 4705.470215
	Iteration 95Q: 3 clusters Score -1440871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1440872.000000 Penalty: 4705.470215
	Iteration 96Q: 3 clusters Score -1440872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1440875.750000 Penalty: 4705.470215
	Iteration 97Q: 3 clusters Score -1440876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1440880.750000 Penalty: 4705.470215
	Iteration 98Q: 3 clusters Score -1440881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1440880.500000 Penalty: 4705.470215
	Iteration 99Q: 3 clusters Score -1440880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1440880.500000 Penalty: 4705.470215
	Iteration 100F: 3 clusters Score -1440880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Entering Unmasked Estep 
Score: -323928.343750 Penalty: 1979.469849
	Iteration 0F: 2 clusters Score -323928.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -320671.531250 Penalty: 3958.939697
	Iteration 0F: 3 clusters Score -320671.5 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -321309.562500 Penalty: 3958.939697
	Iteration 1F: 3 clusters Score -321309.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -321445.906250 Penalty: 3958.939697
	Iteration 2F: 3 clusters Score -321445.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -321553.531250 Penalty: 3958.939697
	Iteration 3Q: 3 clusters Score -321553.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -321620.812500 Penalty: 3958.939697
	Iteration 4Q: 3 clusters Score -321620.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -321659.156250 Penalty: 3958.939697
	Iteration 5Q: 3 clusters Score -321659.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -321689.718750 Penalty: 3958.939697
	Iteration 6Q: 3 clusters Score -321689.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -321711.000000 Penalty: 3958.939697
	Iteration 7Q: 3 clusters Score -321711 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -321728.531250 Penalty: 3958.939697
	Iteration 8Q: 3 clusters Score -321728.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -321744.562500 Penalty: 3958.939697
	Iteration 9Q: 3 clusters Score -321744.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -321760.125000 Penalty: 3958.939697
	Iteration 10Q: 3 clusters Score -321760.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -321768.406250 Penalty: 3958.939697
	Iteration 11Q: 3 clusters Score -321768.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -321773.187500 Penalty: 3958.939697
	Iteration 12Q: 3 clusters Score -321773.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -321777.718750 Penalty: 3958.939697
	Iteration 13Q: 3 clusters Score -321777.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -321782.156250 Penalty: 3958.939697
	Iteration 14Q: 3 clusters Score -321782.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -321786.406250 Penalty: 3958.939697
	Iteration 15Q: 3 clusters Score -321786.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -321793.000000 Penalty: 3958.939697
	Iteration 16Q: 3 clusters Score -321793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -321800.000000 Penalty: 3958.939697
	Iteration 17Q: 3 clusters Score -321800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -321806.343750 Penalty: 3958.939697
	Iteration 18Q: 3 clusters Score -321806.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -321811.312500 Penalty: 3958.939697
	Iteration 19Q: 3 clusters Score -321811.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -321819.156250 Penalty: 3958.939697
	Iteration 20F: 3 clusters Score -321819.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -321824.281250 Penalty: 3958.939697
	Iteration 21Q: 3 clusters Score -321824.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -321826.937500 Penalty: 3958.939697
	Iteration 22Q: 3 clusters Score -321826.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -321829.750000 Penalty: 3958.939697
	Iteration 23Q: 3 clusters Score -321829.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -321833.218750 Penalty: 3958.939697
	Iteration 24Q: 3 clusters Score -321833.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -321836.625000 Penalty: 3958.939697
	Iteration 25Q: 3 clusters Score -321836.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -321837.218750 Penalty: 3958.939697
	Iteration 26Q: 3 clusters Score -321837.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -321839.187500 Penalty: 3958.939697
	Iteration 27Q: 3 clusters Score -321839.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -321839.625000 Penalty: 3958.939697
	Iteration 28Q: 3 clusters Score -321839.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -321841.000000 Penalty: 3958.939697
	Iteration 29Q: 3 clusters Score -321841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -321841.000000 Penalty: 3958.939697
	Iteration 30F: 3 clusters Score -321841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Entering Unmasked Estep 
Score: -876134.125000 Penalty: 2232.852783
	Iteration 0F: 2 clusters Score -876134.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -869627.125000 Penalty: 4465.705566
	Iteration 0F: 3 clusters Score -869627.1 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -871396.812500 Penalty: 4465.705566
	Iteration 1F: 3 clusters Score -871396.8 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -871677.000000 Penalty: 4465.705566
	Iteration 2F: 3 clusters Score -871677 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -871902.875000 Penalty: 4465.705566
	Iteration 3F: 3 clusters Score -871902.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -872071.812500 Penalty: 4465.705566
	Iteration 4Q: 3 clusters Score -872071.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -872200.562500 Penalty: 4465.705566
	Iteration 5Q: 3 clusters Score -872200.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -872310.062500 Penalty: 4465.705566
	Iteration 6Q: 3 clusters Score -872310.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -872416.687500 Penalty: 4465.705566
	Iteration 7Q: 3 clusters Score -872416.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -872526.687500 Penalty: 4465.705566
	Iteration 8Q: 3 clusters Score -872526.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -872626.062500 Penalty: 4465.705566
	Iteration 9Q: 3 clusters Score -872626.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -872731.937500 Penalty: 4465.705566
	Iteration 10Q: 3 clusters Score -872731.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -872844.562500 Penalty: 4465.705566
	Iteration 11Q: 3 clusters Score -872844.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -872997.812500 Penalty: 4465.705566
	Iteration 12Q: 3 clusters Score -872997.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -873169.937500 Penalty: 4465.705566
	Iteration 13Q: 3 clusters Score -873169.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -873363.500000 Penalty: 4465.705566
	Iteration 14Q: 3 clusters Score -873363.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -873600.750000 Penalty: 4465.705566
	Iteration 15Q: 3 clusters Score -873600.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -873797.625000 Penalty: 4465.705566
	Iteration 16Q: 3 clusters Score -873797.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -873998.625000 Penalty: 4465.705566
	Iteration 17Q: 3 clusters Score -873998.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -874211.937500 Penalty: 4465.705566
	Iteration 18Q: 3 clusters Score -874211.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -874398.625000 Penalty: 4465.705566
	Iteration 19Q: 3 clusters Score -874398.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -874664.625000 Penalty: 4465.705566
	Iteration 20F: 3 clusters Score -874664.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -874878.437500 Penalty: 4465.705566
	Iteration 21Q: 3 clusters Score -874878.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -875034.187500 Penalty: 4465.705566
	Iteration 22Q: 3 clusters Score -875034.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -875119.000000 Penalty: 4465.705566
	Iteration 23Q: 3 clusters Score -875119 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -875163.437500 Penalty: 4465.705566
	Iteration 24Q: 3 clusters Score -875163.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -875202.187500 Penalty: 4465.705566
	Iteration 25Q: 3 clusters Score -875202.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -875238.000000 Penalty: 4465.705566
	Iteration 26Q: 3 clusters Score -875238 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -875264.187500 Penalty: 4465.705566
	Iteration 27Q: 3 clusters Score -875264.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -875285.000000 Penalty: 4465.705566
	Iteration 28Q: 3 clusters Score -875285 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -875293.312500 Penalty: 4465.705566
	Iteration 29Q: 3 clusters Score -875293.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -875297.437500 Penalty: 4465.705566
	Iteration 30Q: 3 clusters Score -875297.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -875297.125000 Penalty: 4465.705566
	Iteration 31Q: 3 clusters Score -875297.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -875298.125000 Penalty: 4465.705566
	Iteration 32Q: 3 clusters Score -875298.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -875298.812500 Penalty: 4465.705566
	Iteration 33Q: 3 clusters Score -875298.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -875298.812500 Penalty: 4465.705566
	Iteration 34F: 3 clusters Score -875298.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Entering Unmasked Estep 
Score: -422572.531250 Penalty: 2055.494385
	Iteration 0F: 2 clusters Score -422572.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -418670.000000 Penalty: 4110.988770
	Iteration 0F: 3 clusters Score -418670 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -419650.187500 Penalty: 4110.988770
	Iteration 1F: 3 clusters Score -419650.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -419903.093750 Penalty: 4110.988770
	Iteration 2F: 3 clusters Score -419903.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -420051.156250 Penalty: 4110.988770
	Iteration 3F: 3 clusters Score -420051.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -420149.156250 Penalty: 4110.988770
	Iteration 4Q: 3 clusters Score -420149.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -420227.968750 Penalty: 4110.988770
	Iteration 5Q: 3 clusters Score -420228 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -420292.843750 Penalty: 4110.988770
	Iteration 6Q: 3 clusters Score -420292.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -420359.468750 Penalty: 4110.988770
	Iteration 7Q: 3 clusters Score -420359.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -420411.625000 Penalty: 4110.988770
	Iteration 8Q: 3 clusters Score -420411.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -420463.125000 Penalty: 4110.988770
	Iteration 9Q: 3 clusters Score -420463.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -420527.750000 Penalty: 4110.988770
	Iteration 10Q: 3 clusters Score -420527.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -420598.062500 Penalty: 4110.988770
	Iteration 11Q: 3 clusters Score -420598.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -420684.218750 Penalty: 4110.988770
	Iteration 12Q: 3 clusters Score -420684.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -420833.312500 Penalty: 4110.988770
	Iteration 13Q: 3 clusters Score -420833.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -421041.468750 Penalty: 4110.988770
	Iteration 14Q: 3 clusters Score -421041.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -421282.562500 Penalty: 4110.988770
	Iteration 15Q: 3 clusters Score -421282.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -421553.906250 Penalty: 4110.988770
	Iteration 16Q: 3 clusters Score -421553.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -421757.437500 Penalty: 4110.988770
	Iteration 17Q: 3 clusters Score -421757.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -421925.750000 Penalty: 4110.988770
	Iteration 18Q: 3 clusters Score -421925.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -422078.656250 Penalty: 4110.988770
	Iteration 19Q: 3 clusters Score -422078.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -422221.000000 Penalty: 4110.988770
	Iteration 20F: 3 clusters Score -422221 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -422332.406250 Penalty: 4110.988770
	Iteration 21Q: 3 clusters Score -422332.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -422390.437500 Penalty: 4110.988770
	Iteration 22Q: 3 clusters Score -422390.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -422420.968750 Penalty: 4110.988770
	Iteration 23Q: 3 clusters Score -422421 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -422441.312500 Penalty: 4110.988770
	Iteration 24Q: 3 clusters Score -422441.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -422450.968750 Penalty: 4110.988770
	Iteration 25Q: 3 clusters Score -422451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -422455.906250 Penalty: 4110.988770
	Iteration 26Q: 3 clusters Score -422455.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -422458.437500 Penalty: 4110.988770
	Iteration 27Q: 3 clusters Score -422458.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -422458.781250 Penalty: 4110.988770
	Iteration 28Q: 3 clusters Score -422458.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -422458.781250 Penalty: 4110.988770
	Iteration 29F: 3 clusters Score -422458.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Entering Unmasked Estep 
Score: -438339.718750 Penalty: 2072.367432
	Iteration 0F: 2 clusters Score -438339.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -434312.187500 Penalty: 4144.734863
	Iteration 0F: 3 clusters Score -434312.2 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -435288.062500 Penalty: 4144.734863
	Iteration 1F: 3 clusters Score -435288.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -435560.687500 Penalty: 4144.734863
	Iteration 2F: 3 clusters Score -435560.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -435775.000000 Penalty: 4144.734863
	Iteration 3F: 3 clusters Score -435775 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -435965.093750 Penalty: 4144.734863
	Iteration 4F: 3 clusters Score -435965.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -436192.000000 Penalty: 4144.734863
	Iteration 5Q: 3 clusters Score -436192 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -436427.437500 Penalty: 4144.734863
	Iteration 6Q: 3 clusters Score -436427.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -436665.500000 Penalty: 4144.734863
	Iteration 7Q: 3 clusters Score -436665.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -436898.656250 Penalty: 4144.734863
	Iteration 8Q: 3 clusters Score -436898.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -437088.000000 Penalty: 4144.734863
	Iteration 9Q: 3 clusters Score -437088 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -437230.531250 Penalty: 4144.734863
	Iteration 10Q: 3 clusters Score -437230.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -437303.156250 Penalty: 4144.734863
	Iteration 11Q: 3 clusters Score -437303.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -437347.281250 Penalty: 4144.734863
	Iteration 12Q: 3 clusters Score -437347.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -437372.500000 Penalty: 4144.734863
	Iteration 13Q: 3 clusters Score -437372.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -437391.093750 Penalty: 4144.734863
	Iteration 14Q: 3 clusters Score -437391.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -437406.593750 Penalty: 4144.734863
	Iteration 15Q: 3 clusters Score -437406.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -437417.125000 Penalty: 4144.734863
	Iteration 16Q: 3 clusters Score -437417.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -437426.000000 Penalty: 4144.734863
	Iteration 17Q: 3 clusters Score -437426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -437433.187500 Penalty: 4144.734863
	Iteration 18Q: 3 clusters Score -437433.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -437440.218750 Penalty: 4144.734863
	Iteration 19Q: 3 clusters Score -437440.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -437448.718750 Penalty: 4144.734863
	Iteration 20F: 3 clusters Score -437448.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -437463.093750 Penalty: 4144.734863
	Iteration 21Q: 3 clusters Score -437463.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -437482.343750 Penalty: 4144.734863
	Iteration 22Q: 3 clusters Score -437482.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -437501.875000 Penalty: 4144.734863
	Iteration 23Q: 3 clusters Score -437501.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -437531.218750 Penalty: 4144.734863
	Iteration 24Q: 3 clusters Score -437531.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -437583.968750 Penalty: 4144.734863
	Iteration 25Q: 3 clusters Score -437584 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -437667.906250 Penalty: 4144.734863
	Iteration 26Q: 3 clusters Score -437667.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -437795.468750 Penalty: 4144.734863
	Iteration 27Q: 3 clusters Score -437795.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -437928.343750 Penalty: 4144.734863
	Iteration 28Q: 3 clusters Score -437928.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -438012.718750 Penalty: 4144.734863
	Iteration 29Q: 3 clusters Score -438012.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -438074.500000 Penalty: 4144.734863
	Iteration 30Q: 3 clusters Score -438074.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -438114.000000 Penalty: 4144.734863
	Iteration 31Q: 3 clusters Score -438114 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -438149.406250 Penalty: 4144.734863
	Iteration 32Q: 3 clusters Score -438149.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -438178.250000 Penalty: 4144.734863
	Iteration 33Q: 3 clusters Score -438178.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -438203.718750 Penalty: 4144.734863
	Iteration 34Q: 3 clusters Score -438203.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -438217.718750 Penalty: 4144.734863
	Iteration 35Q: 3 clusters Score -438217.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -438228.375000 Penalty: 4144.734863
	Iteration 36Q: 3 clusters Score -438228.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -438235.281250 Penalty: 4144.734863
	Iteration 37Q: 3 clusters Score -438235.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -438243.343750 Penalty: 4144.734863
	Iteration 38Q: 3 clusters Score -438243.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -438247.937500 Penalty: 4144.734863
	Iteration 39Q: 3 clusters Score -438247.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -438253.187500 Penalty: 4144.734863
	Iteration 40F: 3 clusters Score -438253.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -438258.156250 Penalty: 4144.734863
	Iteration 41Q: 3 clusters Score -438258.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -438260.156250 Penalty: 4144.734863
	Iteration 42Q: 3 clusters Score -438260.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -438263.500000 Penalty: 4144.734863
	Iteration 43Q: 3 clusters Score -438263.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -438264.156250 Penalty: 4144.734863
	Iteration 44Q: 3 clusters Score -438264.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -438265.281250 Penalty: 4144.734863
	Iteration 45Q: 3 clusters Score -438265.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -438265.906250 Penalty: 4144.734863
	Iteration 46Q: 3 clusters Score -438265.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -438265.906250 Penalty: 4144.734863
	Iteration 47F: 3 clusters Score -438265.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (25426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Entering Unmasked Estep 
Score: -2741115.500000 Penalty: 2515.594971
	Iteration 0F: 2 clusters Score -2741116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -2723430.500000 Penalty: 5031.189941
	Iteration 0F: 3 clusters Score -2723430 nChanged 11347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -2729520.000000 Penalty: 5031.189941
	Iteration 1F: 3 clusters Score -2729520 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2729953.750000 Penalty: 5031.189941
	Iteration 2Q: 3 clusters Score -2729954 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -2730340.250000 Penalty: 5031.189941
	Iteration 3Q: 3 clusters Score -2730340 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -2730698.250000 Penalty: 5031.189941
	Iteration 4Q: 3 clusters Score -2730698 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -2731111.250000 Penalty: 5031.189941
	Iteration 5Q: 3 clusters Score -2731111 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -2731653.250000 Penalty: 5031.189941
	Iteration 6Q: 3 clusters Score -2731653 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -2732451.000000 Penalty: 5031.189941
	Iteration 7F: 3 clusters Score -2732451 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -2733527.500000 Penalty: 5031.189941
	Iteration 8F: 3 clusters Score -2733528 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -2734816.750000 Penalty: 5031.189941
	Iteration 9F: 3 clusters Score -2734817 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -2736121.500000 Penalty: 5031.189941
	Iteration 10F: 3 clusters Score -2736122 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -2737189.500000 Penalty: 5031.189941
	Iteration 11Q: 3 clusters Score -2737190 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -2737830.000000 Penalty: 5031.189941
	Iteration 12Q: 3 clusters Score -2737830 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -2738246.500000 Penalty: 5031.189941
	Iteration 13Q: 3 clusters Score -2738246 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -2738523.000000 Penalty: 5031.189941
	Iteration 14Q: 3 clusters Score -2738523 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -2738716.750000 Penalty: 5031.189941
	Iteration 15Q: 3 clusters Score -2738717 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -2738851.000000 Penalty: 5031.189941
	Iteration 16Q: 3 clusters Score -2738851 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -2738934.000000 Penalty: 5031.189941
	Iteration 17Q: 3 clusters Score -2738934 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -2738967.500000 Penalty: 5031.189941
	Iteration 18Q: 3 clusters Score -2738968 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -2738991.750000 Penalty: 5031.189941
	Iteration 19Q: 3 clusters Score -2738992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -2739012.250000 Penalty: 5031.189941
	Iteration 20F: 3 clusters Score -2739012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -2739029.500000 Penalty: 5031.189941
	Iteration 21Q: 3 clusters Score -2739030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -2739041.750000 Penalty: 5031.189941
	Iteration 22Q: 3 clusters Score -2739042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -2739051.250000 Penalty: 5031.189941
	Iteration 23Q: 3 clusters Score -2739051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -2739062.250000 Penalty: 5031.189941
	Iteration 24Q: 3 clusters Score -2739062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -2739073.000000 Penalty: 5031.189941
	Iteration 25Q: 3 clusters Score -2739073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -2739082.250000 Penalty: 5031.189941
	Iteration 26Q: 3 clusters Score -2739082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -2739084.750000 Penalty: 5031.189941
	Iteration 27Q: 3 clusters Score -2739085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -2739102.000000 Penalty: 5031.189941
	Iteration 28Q: 3 clusters Score -2739102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -2739120.250000 Penalty: 5031.189941
	Iteration 29Q: 3 clusters Score -2739120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -2739124.500000 Penalty: 5031.189941
	Iteration 30Q: 3 clusters Score -2739124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -2739128.250000 Penalty: 5031.189941
	Iteration 31Q: 3 clusters Score -2739128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -2739136.000000 Penalty: 5031.189941
	Iteration 32Q: 3 clusters Score -2739136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -2739142.500000 Penalty: 5031.189941
	Iteration 33Q: 3 clusters Score -2739142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -2739147.750000 Penalty: 5031.189941
	Iteration 34Q: 3 clusters Score -2739148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -2739147.500000 Penalty: 5031.189941
	Iteration 35Q: 3 clusters Score -2739148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -2739148.500000 Penalty: 5031.189941
	Iteration 36Q: 3 clusters Score -2739148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -2739150.750000 Penalty: 5031.189941
	Iteration 37Q: 3 clusters Score -2739151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -2739154.000000 Penalty: 5031.189941
	Iteration 38Q: 3 clusters Score -2739154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -2739154.000000 Penalty: 5031.189941
	Iteration 39F: 3 clusters Score -2739154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Entering Unmasked Estep 
Score: -540224.937500 Penalty: 2148.129639
	Iteration 0F: 2 clusters Score -540224.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -535255.937500 Penalty: 4296.259277
	Iteration 0F: 3 clusters Score -535255.9 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -536701.375000 Penalty: 4296.259277
	Iteration 1F: 3 clusters Score -536701.4 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -537192.875000 Penalty: 4296.259277
	Iteration 2F: 3 clusters Score -537192.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -537641.000000 Penalty: 4296.259277
	Iteration 3F: 3 clusters Score -537641 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -538061.562500 Penalty: 4296.259277
	Iteration 4F: 3 clusters Score -538061.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -538459.812500 Penalty: 4296.259277
	Iteration 5F: 3 clusters Score -538459.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -538795.125000 Penalty: 4296.259277
	Iteration 6F: 3 clusters Score -538795.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -539082.500000 Penalty: 4296.259277
	Iteration 7F: 3 clusters Score -539082.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -539279.500000 Penalty: 4296.259277
	Iteration 8Q: 3 clusters Score -539279.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -539402.062500 Penalty: 4296.259277
	Iteration 9Q: 3 clusters Score -539402.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -539470.625000 Penalty: 4296.259277
	Iteration 10Q: 3 clusters Score -539470.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -539520.562500 Penalty: 4296.259277
	Iteration 11Q: 3 clusters Score -539520.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -539555.500000 Penalty: 4296.259277
	Iteration 12Q: 3 clusters Score -539555.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -539583.562500 Penalty: 4296.259277
	Iteration 13Q: 3 clusters Score -539583.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -539597.187500 Penalty: 4296.259277
	Iteration 14Q: 3 clusters Score -539597.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -539604.937500 Penalty: 4296.259277
	Iteration 15Q: 3 clusters Score -539604.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -539615.500000 Penalty: 4296.259277
	Iteration 16Q: 3 clusters Score -539615.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -539617.875000 Penalty: 4296.259277
	Iteration 17Q: 3 clusters Score -539617.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -539623.250000 Penalty: 4296.259277
	Iteration 18Q: 3 clusters Score -539623.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -539624.875000 Penalty: 4296.259277
	Iteration 19Q: 3 clusters Score -539624.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -539626.125000 Penalty: 4296.259277
	Iteration 20F: 3 clusters Score -539626.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -539628.000000 Penalty: 4296.259277
	Iteration 21Q: 3 clusters Score -539628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -539630.125000 Penalty: 4296.259277
	Iteration 22Q: 3 clusters Score -539630.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -539631.312500 Penalty: 4296.259277
	Iteration 23Q: 3 clusters Score -539631.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -539632.437500 Penalty: 4296.259277
	Iteration 24Q: 3 clusters Score -539632.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -539637.937500 Penalty: 4296.259277
	Iteration 25Q: 3 clusters Score -539637.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -539644.875000 Penalty: 4296.259277
	Iteration 26Q: 3 clusters Score -539644.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -539648.875000 Penalty: 4296.259277
	Iteration 27Q: 3 clusters Score -539648.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -539655.125000 Penalty: 4296.259277
	Iteration 28Q: 3 clusters Score -539655.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -539666.750000 Penalty: 4296.259277
	Iteration 29Q: 3 clusters Score -539666.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -539673.562500 Penalty: 4296.259277
	Iteration 30Q: 3 clusters Score -539673.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -539682.125000 Penalty: 4296.259277
	Iteration 31Q: 3 clusters Score -539682.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -539692.375000 Penalty: 4296.259277
	Iteration 32Q: 3 clusters Score -539692.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -539701.625000 Penalty: 4296.259277
	Iteration 33Q: 3 clusters Score -539701.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -539708.812500 Penalty: 4296.259277
	Iteration 34Q: 3 clusters Score -539708.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -539715.875000 Penalty: 4296.259277
	Iteration 35Q: 3 clusters Score -539715.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -539723.937500 Penalty: 4296.259277
	Iteration 36Q: 3 clusters Score -539723.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -539726.750000 Penalty: 4296.259277
	Iteration 37Q: 3 clusters Score -539726.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -539728.500000 Penalty: 4296.259277
	Iteration 38Q: 3 clusters Score -539728.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -539733.187500 Penalty: 4296.259277
	Iteration 39Q: 3 clusters Score -539733.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -539736.187500 Penalty: 4296.259277
	Iteration 40F: 3 clusters Score -539736.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -539738.500000 Penalty: 4296.259277
	Iteration 41Q: 3 clusters Score -539738.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -539739.062500 Penalty: 4296.259277
	Iteration 42Q: 3 clusters Score -539739.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -539739.062500 Penalty: 4296.259277
	Iteration 43F: 3 clusters Score -539739.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Entering Unmasked Estep 
Score: -148884.656250 Penalty: 1805.783569
	Iteration 0F: 2 clusters Score -148884.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -146637.937500 Penalty: 3611.567139
	Iteration 0F: 3 clusters Score -146637.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -147023.625000 Penalty: 3611.567139
	Iteration 1F: 3 clusters Score -147023.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -147165.625000 Penalty: 3611.567139
	Iteration 2F: 3 clusters Score -147165.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -147304.609375 Penalty: 3611.567139
	Iteration 3F: 3 clusters Score -147304.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -147410.906250 Penalty: 3611.567139
	Iteration 4F: 3 clusters Score -147410.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -147518.000000 Penalty: 3611.567139
	Iteration 5F: 3 clusters Score -147518 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -147618.437500 Penalty: 3611.567139
	Iteration 6Q: 3 clusters Score -147618.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -147709.484375 Penalty: 3611.567139
	Iteration 7Q: 3 clusters Score -147709.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -147799.390625 Penalty: 3611.567139
	Iteration 8Q: 3 clusters Score -147799.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -147858.234375 Penalty: 3611.567139
	Iteration 9Q: 3 clusters Score -147858.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -147903.156250 Penalty: 3611.567139
	Iteration 10Q: 3 clusters Score -147903.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -147938.046875 Penalty: 3611.567139
	Iteration 11Q: 3 clusters Score -147938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -147964.718750 Penalty: 3611.567139
	Iteration 12Q: 3 clusters Score -147964.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -147980.656250 Penalty: 3611.567139
	Iteration 13Q: 3 clusters Score -147980.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -147995.515625 Penalty: 3611.567139
	Iteration 14Q: 3 clusters Score -147995.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -148006.890625 Penalty: 3611.567139
	Iteration 15Q: 3 clusters Score -148006.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -148016.156250 Penalty: 3611.567139
	Iteration 16Q: 3 clusters Score -148016.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -148019.640625 Penalty: 3611.567139
	Iteration 17Q: 3 clusters Score -148019.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -148022.000000 Penalty: 3611.567139
	Iteration 18Q: 3 clusters Score -148022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -148026.203125 Penalty: 3611.567139
	Iteration 19Q: 3 clusters Score -148026.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -148032.078125 Penalty: 3611.567139
	Iteration 20F: 3 clusters Score -148032.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -148039.359375 Penalty: 3611.567139
	Iteration 21Q: 3 clusters Score -148039.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -148039.796875 Penalty: 3611.567139
	Iteration 22Q: 3 clusters Score -148039.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -148039.796875 Penalty: 3611.567139
	Iteration 23F: 3 clusters Score -148039.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Entering Unmasked Estep 
Score: -2107240.250000 Penalty: 2461.486084
	Iteration 0F: 2 clusters Score -2107240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -2093001.000000 Penalty: 4922.972168
	Iteration 0F: 3 clusters Score -2093001 nChanged 8972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -2097963.750000 Penalty: 4922.972168
	Iteration 1F: 3 clusters Score -2097964 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -2098615.250000 Penalty: 4922.972168
	Iteration 2F: 3 clusters Score -2098615 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -2099355.000000 Penalty: 4922.972168
	Iteration 3F: 3 clusters Score -2099355 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -2100129.750000 Penalty: 4922.972168
	Iteration 4F: 3 clusters Score -2100130 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -2100958.000000 Penalty: 4922.972168
	Iteration 5F: 3 clusters Score -2100958 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -2101823.750000 Penalty: 4922.972168
	Iteration 6F: 3 clusters Score -2101824 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -2102636.500000 Penalty: 4922.972168
	Iteration 7F: 3 clusters Score -2102636 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2103364.250000 Penalty: 4922.972168
	Iteration 8F: 3 clusters Score -2103364 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -2103901.500000 Penalty: 4922.972168
	Iteration 9Q: 3 clusters Score -2103902 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -2104271.750000 Penalty: 4922.972168
	Iteration 10Q: 3 clusters Score -2104272 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -2104520.000000 Penalty: 4922.972168
	Iteration 11Q: 3 clusters Score -2104520 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -2104684.500000 Penalty: 4922.972168
	Iteration 12Q: 3 clusters Score -2104684 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -2104796.250000 Penalty: 4922.972168
	Iteration 13Q: 3 clusters Score -2104796 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -2104885.500000 Penalty: 4922.972168
	Iteration 14Q: 3 clusters Score -2104886 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -2104952.000000 Penalty: 4922.972168
	Iteration 15Q: 3 clusters Score -2104952 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -2105001.500000 Penalty: 4922.972168
	Iteration 16Q: 3 clusters Score -2105002 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -2105036.000000 Penalty: 4922.972168
	Iteration 17Q: 3 clusters Score -2105036 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2105063.000000 Penalty: 4922.972168
	Iteration 18Q: 3 clusters Score -2105063 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -2105081.750000 Penalty: 4922.972168
	Iteration 19Q: 3 clusters Score -2105082 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -2105101.750000 Penalty: 4922.972168
	Iteration 20F: 3 clusters Score -2105102 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -2105111.000000 Penalty: 4922.972168
	Iteration 21Q: 3 clusters Score -2105111 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -2105126.500000 Penalty: 4922.972168
	Iteration 22Q: 3 clusters Score -2105126 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -2105142.250000 Penalty: 4922.972168
	Iteration 23Q: 3 clusters Score -2105142 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -2105149.250000 Penalty: 4922.972168
	Iteration 24Q: 3 clusters Score -2105149 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -2105151.750000 Penalty: 4922.972168
	Iteration 25Q: 3 clusters Score -2105152 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2105160.500000 Penalty: 4922.972168
	Iteration 26Q: 3 clusters Score -2105160 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2105171.750000 Penalty: 4922.972168
	Iteration 27Q: 3 clusters Score -2105172 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2105186.250000 Penalty: 4922.972168
	Iteration 28Q: 3 clusters Score -2105186 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -2105190.250000 Penalty: 4922.972168
	Iteration 29Q: 3 clusters Score -2105190 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -2105195.250000 Penalty: 4922.972168
	Iteration 30Q: 3 clusters Score -2105195 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2105199.250000 Penalty: 4922.972168
	Iteration 31Q: 3 clusters Score -2105199 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -2105201.250000 Penalty: 4922.972168
	Iteration 32Q: 3 clusters Score -2105201 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -2105208.750000 Penalty: 4922.972168
	Iteration 33Q: 3 clusters Score -2105209 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -2105216.750000 Penalty: 4922.972168
	Iteration 34Q: 3 clusters Score -2105217 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -2105222.750000 Penalty: 4922.972168
	Iteration 35Q: 3 clusters Score -2105223 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -2105226.000000 Penalty: 4922.972168
	Iteration 36Q: 3 clusters Score -2105226 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -2105223.750000 Penalty: 4922.972168
	Iteration 37Q: 3 clusters Score -2105224 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2105225.000000 Penalty: 4922.972168
	Iteration 38Q: 3 clusters Score -2105225 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -2105229.000000 Penalty: 4922.972168
	Iteration 39Q: 3 clusters Score -2105229 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -2105238.000000 Penalty: 4922.972168
	Iteration 40F: 3 clusters Score -2105238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -2105235.500000 Penalty: 4922.972168
	Iteration 41Q: 3 clusters Score -2105236 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -2105241.250000 Penalty: 4922.972168
	Iteration 42Q: 3 clusters Score -2105241 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -2105246.000000 Penalty: 4922.972168
	Iteration 43Q: 3 clusters Score -2105246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -2105245.750000 Penalty: 4922.972168
	Iteration 44Q: 3 clusters Score -2105246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -2105256.000000 Penalty: 4922.972168
	Iteration 45Q: 3 clusters Score -2105256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -2105254.250000 Penalty: 4922.972168
	Iteration 46Q: 3 clusters Score -2105254 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -2105255.500000 Penalty: 4922.972168
	Iteration 47Q: 3 clusters Score -2105256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -2105253.250000 Penalty: 4922.972168
	Iteration 48Q: 3 clusters Score -2105253 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -2105249.000000 Penalty: 4922.972168
	Iteration 49Q: 3 clusters Score -2105249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -2105258.000000 Penalty: 4922.972168
	Iteration 50Q: 3 clusters Score -2105258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2105261.750000 Penalty: 4922.972168
	Iteration 51Q: 3 clusters Score -2105262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2105258.500000 Penalty: 4922.972168
	Iteration 52Q: 3 clusters Score -2105258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2105261.250000 Penalty: 4922.972168
	Iteration 53Q: 3 clusters Score -2105261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2105261.000000 Penalty: 4922.972168
	Iteration 54Q: 3 clusters Score -2105261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -2105264.000000 Penalty: 4922.972168
	Iteration 55Q: 3 clusters Score -2105264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -2105265.250000 Penalty: 4922.972168
	Iteration 56Q: 3 clusters Score -2105265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -2105262.500000 Penalty: 4922.972168
	Iteration 57Q: 3 clusters Score -2105262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -2105265.750000 Penalty: 4922.972168
	Iteration 58Q: 3 clusters Score -2105266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -2105265.000000 Penalty: 4922.972168
	Iteration 59Q: 3 clusters Score -2105265 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2105268.750000 Penalty: 4922.972168
	Iteration 60F: 3 clusters Score -2105269 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -2105266.250000 Penalty: 4922.972168
	Iteration 61Q: 3 clusters Score -2105266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -2105259.750000 Penalty: 4922.972168
	Iteration 62Q: 3 clusters Score -2105260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -2105262.250000 Penalty: 4922.972168
	Iteration 63Q: 3 clusters Score -2105262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -2105262.250000 Penalty: 4922.972168
	Iteration 64Q: 3 clusters Score -2105262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -2105265.000000 Penalty: 4922.972168
	Iteration 65Q: 3 clusters Score -2105265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -2105266.000000 Penalty: 4922.972168
	Iteration 66Q: 3 clusters Score -2105266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -2105265.250000 Penalty: 4922.972168
	Iteration 67Q: 3 clusters Score -2105265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -2105266.500000 Penalty: 4922.972168
	Iteration 68Q: 3 clusters Score -2105266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -2105265.500000 Penalty: 4922.972168
	Iteration 69Q: 3 clusters Score -2105266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -2105268.250000 Penalty: 4922.972168
	Iteration 70Q: 3 clusters Score -2105268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -2105271.000000 Penalty: 4922.972168
	Iteration 71Q: 3 clusters Score -2105271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -2105269.500000 Penalty: 4922.972168
	Iteration 72Q: 3 clusters Score -2105270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -2105266.750000 Penalty: 4922.972168
	Iteration 73Q: 3 clusters Score -2105267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -2105268.500000 Penalty: 4922.972168
	Iteration 74Q: 3 clusters Score -2105268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -2105271.750000 Penalty: 4922.972168
	Iteration 75Q: 3 clusters Score -2105272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -2105271.750000 Penalty: 4922.972168
	Iteration 76Q: 3 clusters Score -2105272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -2105273.500000 Penalty: 4922.972168
	Iteration 77Q: 3 clusters Score -2105274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -2105276.750000 Penalty: 4922.972168
	Iteration 78Q: 3 clusters Score -2105277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2105278.500000 Penalty: 4922.972168
	Iteration 79Q: 3 clusters Score -2105278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -2105279.500000 Penalty: 4922.972168
	Iteration 80F: 3 clusters Score -2105280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2105279.250000 Penalty: 4922.972168
	Iteration 81Q: 3 clusters Score -2105279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2105276.750000 Penalty: 4922.972168
	Iteration 82Q: 3 clusters Score -2105277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -2105274.250000 Penalty: 4922.972168
	Iteration 83Q: 3 clusters Score -2105274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -2105277.000000 Penalty: 4922.972168
	Iteration 84Q: 3 clusters Score -2105277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -2105276.500000 Penalty: 4922.972168
	Iteration 85Q: 3 clusters Score -2105276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -2105280.250000 Penalty: 4922.972168
	Iteration 86Q: 3 clusters Score -2105280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -2105281.000000 Penalty: 4922.972168
	Iteration 87Q: 3 clusters Score -2105281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -2105279.500000 Penalty: 4922.972168
	Iteration 88Q: 3 clusters Score -2105280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2105281.000000 Penalty: 4922.972168
	Iteration 89Q: 3 clusters Score -2105281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -2105282.000000 Penalty: 4922.972168
	Iteration 90Q: 3 clusters Score -2105282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -2105282.000000 Penalty: 4922.972168
	Iteration 91F: 3 clusters Score -2105282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Entering Unmasked Estep 
Score: -348357.375000 Penalty: 2006.571655
	Iteration 0F: 2 clusters Score -348357.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -344944.375000 Penalty: 4013.143311
	Iteration 0F: 3 clusters Score -344944.4 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -345593.531250 Penalty: 4013.143311
	Iteration 1F: 3 clusters Score -345593.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -345754.000000 Penalty: 4013.143311
	Iteration 2F: 3 clusters Score -345754 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -345864.406250 Penalty: 4013.143311
	Iteration 3Q: 3 clusters Score -345864.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -345953.281250 Penalty: 4013.143311
	Iteration 4Q: 3 clusters Score -345953.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -346023.093750 Penalty: 4013.143311
	Iteration 5Q: 3 clusters Score -346023.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -346077.718750 Penalty: 4013.143311
	Iteration 6Q: 3 clusters Score -346077.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -346107.656250 Penalty: 4013.143311
	Iteration 7Q: 3 clusters Score -346107.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -346126.250000 Penalty: 4013.143311
	Iteration 8Q: 3 clusters Score -346126.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -346143.687500 Penalty: 4013.143311
	Iteration 9Q: 3 clusters Score -346143.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -346161.156250 Penalty: 4013.143311
	Iteration 10Q: 3 clusters Score -346161.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -346176.250000 Penalty: 4013.143311
	Iteration 11Q: 3 clusters Score -346176.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -346187.968750 Penalty: 4013.143311
	Iteration 12Q: 3 clusters Score -346188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -346196.437500 Penalty: 4013.143311
	Iteration 13Q: 3 clusters Score -346196.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -346204.312500 Penalty: 4013.143311
	Iteration 14Q: 3 clusters Score -346204.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -346215.093750 Penalty: 4013.143311
	Iteration 15Q: 3 clusters Score -346215.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -346226.968750 Penalty: 4013.143311
	Iteration 16Q: 3 clusters Score -346227 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -346234.500000 Penalty: 4013.143311
	Iteration 17Q: 3 clusters Score -346234.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -346241.500000 Penalty: 4013.143311
	Iteration 18Q: 3 clusters Score -346241.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -346249.281250 Penalty: 4013.143311
	Iteration 19Q: 3 clusters Score -346249.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -346256.031250 Penalty: 4013.143311
	Iteration 20F: 3 clusters Score -346256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -346262.562500 Penalty: 4013.143311
	Iteration 21Q: 3 clusters Score -346262.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -346270.687500 Penalty: 4013.143311
	Iteration 22Q: 3 clusters Score -346270.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -346278.718750 Penalty: 4013.143311
	Iteration 23Q: 3 clusters Score -346278.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -346285.843750 Penalty: 4013.143311
	Iteration 24Q: 3 clusters Score -346285.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -346291.343750 Penalty: 4013.143311
	Iteration 25Q: 3 clusters Score -346291.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -346296.250000 Penalty: 4013.143311
	Iteration 26Q: 3 clusters Score -346296.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -346302.093750 Penalty: 4013.143311
	Iteration 27Q: 3 clusters Score -346302.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -346308.250000 Penalty: 4013.143311
	Iteration 28Q: 3 clusters Score -346308.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -346315.531250 Penalty: 4013.143311
	Iteration 29Q: 3 clusters Score -346315.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -346327.843750 Penalty: 4013.143311
	Iteration 30Q: 3 clusters Score -346327.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -346340.125000 Penalty: 4013.143311
	Iteration 31Q: 3 clusters Score -346340.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -346352.500000 Penalty: 4013.143311
	Iteration 32Q: 3 clusters Score -346352.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -346369.312500 Penalty: 4013.143311
	Iteration 33Q: 3 clusters Score -346369.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -346383.125000 Penalty: 4013.143311
	Iteration 34Q: 3 clusters Score -346383.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -346395.687500 Penalty: 4013.143311
	Iteration 35Q: 3 clusters Score -346395.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -346409.375000 Penalty: 4013.143311
	Iteration 36Q: 3 clusters Score -346409.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -346423.156250 Penalty: 4013.143311
	Iteration 37Q: 3 clusters Score -346423.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -346435.031250 Penalty: 4013.143311
	Iteration 38Q: 3 clusters Score -346435 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -346443.687500 Penalty: 4013.143311
	Iteration 39Q: 3 clusters Score -346443.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -346451.000000 Penalty: 4013.143311
	Iteration 40F: 3 clusters Score -346451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -346456.062500 Penalty: 4013.143311
	Iteration 41Q: 3 clusters Score -346456.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -346463.000000 Penalty: 4013.143311
	Iteration 42Q: 3 clusters Score -346463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -346468.218750 Penalty: 4013.143311
	Iteration 43Q: 3 clusters Score -346468.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -346471.937500 Penalty: 4013.143311
	Iteration 44Q: 3 clusters Score -346471.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -346478.625000 Penalty: 4013.143311
	Iteration 45Q: 3 clusters Score -346478.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -346485.281250 Penalty: 4013.143311
	Iteration 46Q: 3 clusters Score -346485.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -346498.406250 Penalty: 4013.143311
	Iteration 47Q: 3 clusters Score -346498.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -346505.093750 Penalty: 4013.143311
	Iteration 48Q: 3 clusters Score -346505.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -346511.218750 Penalty: 4013.143311
	Iteration 49Q: 3 clusters Score -346511.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -346520.250000 Penalty: 4013.143311
	Iteration 50Q: 3 clusters Score -346520.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -346525.312500 Penalty: 4013.143311
	Iteration 51Q: 3 clusters Score -346525.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -346530.843750 Penalty: 4013.143311
	Iteration 52Q: 3 clusters Score -346530.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -346537.281250 Penalty: 4013.143311
	Iteration 53Q: 3 clusters Score -346537.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -346547.937500 Penalty: 4013.143311
	Iteration 54Q: 3 clusters Score -346547.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -346560.031250 Penalty: 4013.143311
	Iteration 55Q: 3 clusters Score -346560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -346571.500000 Penalty: 4013.143311
	Iteration 56Q: 3 clusters Score -346571.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -346587.406250 Penalty: 4013.143311
	Iteration 57Q: 3 clusters Score -346587.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -346600.156250 Penalty: 4013.143311
	Iteration 58Q: 3 clusters Score -346600.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -346616.281250 Penalty: 4013.143311
	Iteration 59Q: 3 clusters Score -346616.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -346631.187500 Penalty: 4013.143311
	Iteration 60F: 3 clusters Score -346631.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -346646.250000 Penalty: 4013.143311
	Iteration 61Q: 3 clusters Score -346646.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -346665.281250 Penalty: 4013.143311
	Iteration 62Q: 3 clusters Score -346665.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -346675.312500 Penalty: 4013.143311
	Iteration 63Q: 3 clusters Score -346675.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -346685.187500 Penalty: 4013.143311
	Iteration 64Q: 3 clusters Score -346685.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -346687.093750 Penalty: 4013.143311
	Iteration 65Q: 3 clusters Score -346687.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -346689.031250 Penalty: 4013.143311
	Iteration 66Q: 3 clusters Score -346689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -346691.750000 Penalty: 4013.143311
	Iteration 67Q: 3 clusters Score -346691.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -346696.156250 Penalty: 4013.143311
	Iteration 68Q: 3 clusters Score -346696.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -346699.875000 Penalty: 4013.143311
	Iteration 69Q: 3 clusters Score -346699.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -346705.218750 Penalty: 4013.143311
	Iteration 70Q: 3 clusters Score -346705.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -346708.093750 Penalty: 4013.143311
	Iteration 71Q: 3 clusters Score -346708.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -346709.906250 Penalty: 4013.143311
	Iteration 72Q: 3 clusters Score -346709.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -346711.000000 Penalty: 4013.143311
	Iteration 73Q: 3 clusters Score -346711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -346711.000000 Penalty: 4013.143311
	Iteration 74F: 3 clusters Score -346711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -38796.347656 Penalty: 1490.794312
	Iteration 0F: 2 clusters Score -38796.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -37420.953125 Penalty: 2981.588623
	Iteration 0F: 3 clusters Score -37420.95 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -37640.675781 Penalty: 2981.588623
	Iteration 1F: 3 clusters Score -37640.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -37717.542969 Penalty: 2981.588623
	Iteration 2F: 3 clusters Score -37717.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -37757.312500 Penalty: 2981.588623
	Iteration 3Q: 3 clusters Score -37757.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -37808.417969 Penalty: 2981.588623
	Iteration 4Q: 3 clusters Score -37808.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -37842.996094 Penalty: 2981.588623
	Iteration 5Q: 3 clusters Score -37843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -37871.339844 Penalty: 2981.588623
	Iteration 6Q: 3 clusters Score -37871.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -37888.718750 Penalty: 2981.588623
	Iteration 7Q: 3 clusters Score -37888.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -37897.808594 Penalty: 2981.588623
	Iteration 8Q: 3 clusters Score -37897.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -37904.335938 Penalty: 2981.588623
	Iteration 9Q: 3 clusters Score -37904.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -37904.777344 Penalty: 2981.588623
	Iteration 10Q: 3 clusters Score -37904.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -37906.257812 Penalty: 2981.588623
	Iteration 11Q: 3 clusters Score -37906.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -37906.257812 Penalty: 2981.588623
	Iteration 12F: 3 clusters Score -37906.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (144700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144700 members 
Entering Unmasked Estep 
Score: -15956284.000000 Penalty: 2946.839600
	Iteration 0F: 2 clusters Score -1.595628e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72371 members 
Mstep: Class 2 contains 72329 members 
Entering Unmasked Estep 
Score: -15859808.000000 Penalty: 5893.679199
	Iteration 0F: 3 clusters Score -1.585981e+07 nChanged 68995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73206 members 
Mstep: Class 2 contains 71494 members 
Entering Unmasked Estep 
Score: -15899798.000000 Penalty: 5893.679199
	Iteration 1F: 3 clusters Score -1.58998e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73442 members 
Mstep: Class 2 contains 71258 members 
Entering Unmasked Estep 
Score: -15900572.000000 Penalty: 5893.679199
	Iteration 2Q: 3 clusters Score -1.590057e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73917 members 
Mstep: Class 2 contains 70783 members 
Entering Unmasked Estep 
Score: -15901270.000000 Penalty: 5893.679199
	Iteration 3Q: 3 clusters Score -1.590127e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74568 members 
Mstep: Class 2 contains 70132 members 
Entering Unmasked Estep 
Score: -15902300.000000 Penalty: 5893.679199
	Iteration 4Q: 3 clusters Score -1.59023e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75439 members 
Mstep: Class 2 contains 69261 members 
Entering Unmasked Estep 
Score: -15903363.000000 Penalty: 5893.679199
	Iteration 5Q: 3 clusters Score -1.590336e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76643 members 
Mstep: Class 2 contains 68057 members 
Entering Unmasked Estep 
Score: -15904609.000000 Penalty: 5893.679199
	Iteration 6Q: 3 clusters Score -1.590461e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78305 members 
Mstep: Class 2 contains 66395 members 
Entering Unmasked Estep 
Score: -15906355.000000 Penalty: 5893.679199
	Iteration 7Q: 3 clusters Score -1.590636e+07 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80590 members 
Mstep: Class 2 contains 64110 members 
Entering Unmasked Estep 
Score: -15908972.000000 Penalty: 5893.679199
	Iteration 8Q: 3 clusters Score -1.590897e+07 nChanged 6874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83544 members 
Mstep: Class 2 contains 61156 members 
Entering Unmasked Estep 
Score: -15912669.000000 Penalty: 5893.679199
	Iteration 9Q: 3 clusters Score -1.591267e+07 nChanged 7744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86938 members 
Mstep: Class 2 contains 57762 members 
Entering Unmasked Estep 
Score: -15917608.000000 Penalty: 5893.679199
	Iteration 10F: 3 clusters Score -1.591761e+07 nChanged 8154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90172 members 
Mstep: Class 2 contains 54528 members 
Entering Unmasked Estep 
Score: -15923523.000000 Penalty: 5893.679199
	Iteration 11F: 3 clusters Score -1.592352e+07 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92823 members 
Mstep: Class 2 contains 51877 members 
Entering Unmasked Estep 
Score: -15927826.000000 Penalty: 5893.679199
	Iteration 12F: 3 clusters Score -1.592783e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94881 members 
Mstep: Class 2 contains 49819 members 
Entering Unmasked Estep 
Score: -15929953.000000 Penalty: 5893.679199
	Iteration 13Q: 3 clusters Score -1.592995e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96783 members 
Mstep: Class 2 contains 47917 members 
Entering Unmasked Estep 
Score: -15930812.000000 Penalty: 5893.679199
	Iteration 14Q: 3 clusters Score -1.593081e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98758 members 
Mstep: Class 2 contains 45942 members 
Entering Unmasked Estep 
Score: -15931402.000000 Penalty: 5893.679199
	Iteration 15Q: 3 clusters Score -1.59314e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100820 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -15931940.000000 Penalty: 5893.679199
	Iteration 16Q: 3 clusters Score -1.593194e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103042 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -15932637.000000 Penalty: 5893.679199
	Iteration 17Q: 3 clusters Score -1.593264e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105331 members 
Mstep: Class 2 contains 39369 members 
Entering Unmasked Estep 
Score: -15933420.000000 Penalty: 5893.679199
	Iteration 18Q: 3 clusters Score -1.593342e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107884 members 
Mstep: Class 2 contains 36816 members 
Entering Unmasked Estep 
Score: -15934296.000000 Penalty: 5893.679199
	Iteration 19Q: 3 clusters Score -1.59343e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110531 members 
Mstep: Class 2 contains 34169 members 
Entering Unmasked Estep 
Score: -15935348.000000 Penalty: 5893.679199
	Iteration 20F: 3 clusters Score -1.593535e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113325 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -15936460.000000 Penalty: 5893.679199
	Iteration 21Q: 3 clusters Score -1.593646e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116228 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -15937708.000000 Penalty: 5893.679199
	Iteration 22Q: 3 clusters Score -1.593771e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119106 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -15939076.000000 Penalty: 5893.679199
	Iteration 23Q: 3 clusters Score -1.593908e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122002 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -15940476.000000 Penalty: 5893.679199
	Iteration 24Q: 3 clusters Score -1.594048e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124881 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -15942054.000000 Penalty: 5893.679199
	Iteration 25Q: 3 clusters Score -1.594205e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127796 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -15943694.000000 Penalty: 5893.679199
	Iteration 26Q: 3 clusters Score -1.594369e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130581 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -15945310.000000 Penalty: 5893.679199
	Iteration 27Q: 3 clusters Score -1.594531e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133019 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -15946824.000000 Penalty: 5893.679199
	Iteration 28Q: 3 clusters Score -1.594682e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135230 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -15948367.000000 Penalty: 5893.679199
	Iteration 29Q: 3 clusters Score -1.594837e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137115 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -15949646.000000 Penalty: 5893.679199
	Iteration 30Q: 3 clusters Score -1.594965e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138694 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -15950822.000000 Penalty: 5893.679199
	Iteration 31Q: 3 clusters Score -1.595082e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139924 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -15951718.000000 Penalty: 5893.679199
	Iteration 32Q: 3 clusters Score -1.595172e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140848 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -15952451.000000 Penalty: 5893.679199
	Iteration 33Q: 3 clusters Score -1.595245e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141495 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -15952936.000000 Penalty: 5893.679199
	Iteration 34Q: 3 clusters Score -1.595294e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141947 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -15953341.000000 Penalty: 5893.679199
	Iteration 35Q: 3 clusters Score -1.595334e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142303 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -15953739.000000 Penalty: 5893.679199
	Iteration 36Q: 3 clusters Score -1.595374e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142511 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -15953911.000000 Penalty: 5893.679199
	Iteration 37Q: 3 clusters Score -1.595391e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142657 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -15954039.000000 Penalty: 5893.679199
	Iteration 38Q: 3 clusters Score -1.595404e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142769 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -15954105.000000 Penalty: 5893.679199
	Iteration 39Q: 3 clusters Score -1.59541e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142844 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -15954162.000000 Penalty: 5893.679199
	Iteration 40F: 3 clusters Score -1.595416e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142899 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -15954195.000000 Penalty: 5893.679199
	Iteration 41Q: 3 clusters Score -1.59542e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142943 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -15954242.000000 Penalty: 5893.679199
	Iteration 42Q: 3 clusters Score -1.595424e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142974 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -15954235.000000 Penalty: 5893.679199
	Iteration 43Q: 3 clusters Score -1.595424e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143001 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -15954278.000000 Penalty: 5893.679199
	Iteration 44Q: 3 clusters Score -1.595428e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143024 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -15954293.000000 Penalty: 5893.679199
	Iteration 45Q: 3 clusters Score -1.595429e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143045 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -15954321.000000 Penalty: 5893.679199
	Iteration 46Q: 3 clusters Score -1.595432e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143067 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -15954322.000000 Penalty: 5893.679199
	Iteration 47Q: 3 clusters Score -1.595432e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143084 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -15954332.000000 Penalty: 5893.679199
	Iteration 48Q: 3 clusters Score -1.595433e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143088 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -15954323.000000 Penalty: 5893.679199
	Iteration 49Q: 3 clusters Score -1.595432e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143099 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -15954325.000000 Penalty: 5893.679199
	Iteration 50Q: 3 clusters Score -1.595432e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143106 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -15954335.000000 Penalty: 5893.679199
	Iteration 51Q: 3 clusters Score -1.595434e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143108 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -15954321.000000 Penalty: 5893.679199
	Iteration 52Q: 3 clusters Score -1.595432e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143115 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -15954346.000000 Penalty: 5893.679199
	Iteration 53Q: 3 clusters Score -1.595435e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143122 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -15954340.000000 Penalty: 5893.679199
	Iteration 54Q: 3 clusters Score -1.595434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143126 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -15954333.000000 Penalty: 5893.679199
	Iteration 55Q: 3 clusters Score -1.595433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143126 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -15954329.000000 Penalty: 5893.679199
	Iteration 56Q: 3 clusters Score -1.595433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143122 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -15954322.000000 Penalty: 5893.679199
	Iteration 57Q: 3 clusters Score -1.595432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143119 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -15954315.000000 Penalty: 5893.679199
	Iteration 58Q: 3 clusters Score -1.595432e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143119 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -15954317.000000 Penalty: 5893.679199
	Iteration 59Q: 3 clusters Score -1.595432e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143119 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -15954315.000000 Penalty: 5893.679199
	Iteration 60F: 3 clusters Score -1.595432e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143123 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -15954313.000000 Penalty: 5893.679199
	Iteration 61Q: 3 clusters Score -1.595431e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143127 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -15954334.000000 Penalty: 5893.679199
	Iteration 62Q: 3 clusters Score -1.595433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143132 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -15954343.000000 Penalty: 5893.679199
	Iteration 63Q: 3 clusters Score -1.595434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143136 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -15954336.000000 Penalty: 5893.679199
	Iteration 64Q: 3 clusters Score -1.595434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143138 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -15954321.000000 Penalty: 5893.679199
	Iteration 65Q: 3 clusters Score -1.595432e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143138 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -15954321.000000 Penalty: 5893.679199
	Iteration 66F: 3 clusters Score -1.595432e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (26737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Entering Unmasked Estep 
Score: -2881557.500000 Penalty: 2528.063232
	Iteration 0F: 2 clusters Score -2881558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -2863124.000000 Penalty: 5056.126465
	Iteration 0F: 3 clusters Score -2863124 nChanged 11894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -2869464.000000 Penalty: 5056.126465
	Iteration 1F: 3 clusters Score -2869464 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -2869941.000000 Penalty: 5056.126465
	Iteration 2Q: 3 clusters Score -2869941 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2870417.750000 Penalty: 5056.126465
	Iteration 3Q: 3 clusters Score -2870418 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -2870942.500000 Penalty: 5056.126465
	Iteration 4Q: 3 clusters Score -2870942 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -2871497.250000 Penalty: 5056.126465
	Iteration 5Q: 3 clusters Score -2871497 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -2872128.250000 Penalty: 5056.126465
	Iteration 6F: 3 clusters Score -2872128 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2872836.500000 Penalty: 5056.126465
	Iteration 7F: 3 clusters Score -2872836 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -2873543.500000 Penalty: 5056.126465
	Iteration 8Q: 3 clusters Score -2873544 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -2874318.250000 Penalty: 5056.126465
	Iteration 9Q: 3 clusters Score -2874318 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -2875077.750000 Penalty: 5056.126465
	Iteration 10Q: 3 clusters Score -2875078 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -2875823.250000 Penalty: 5056.126465
	Iteration 11Q: 3 clusters Score -2875823 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -2876547.250000 Penalty: 5056.126465
	Iteration 12Q: 3 clusters Score -2876547 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -2877213.500000 Penalty: 5056.126465
	Iteration 13Q: 3 clusters Score -2877214 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2877797.250000 Penalty: 5056.126465
	Iteration 14Q: 3 clusters Score -2877797 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2878264.250000 Penalty: 5056.126465
	Iteration 15Q: 3 clusters Score -2878264 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2878589.750000 Penalty: 5056.126465
	Iteration 16Q: 3 clusters Score -2878590 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2878830.500000 Penalty: 5056.126465
	Iteration 17Q: 3 clusters Score -2878830 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2878995.500000 Penalty: 5056.126465
	Iteration 18Q: 3 clusters Score -2878996 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2879099.250000 Penalty: 5056.126465
	Iteration 19Q: 3 clusters Score -2879099 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2879169.500000 Penalty: 5056.126465
	Iteration 20F: 3 clusters Score -2879170 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2879214.750000 Penalty: 5056.126465
	Iteration 21Q: 3 clusters Score -2879215 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2879247.000000 Penalty: 5056.126465
	Iteration 22Q: 3 clusters Score -2879247 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2879281.250000 Penalty: 5056.126465
	Iteration 23Q: 3 clusters Score -2879281 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2879308.500000 Penalty: 5056.126465
	Iteration 24Q: 3 clusters Score -2879308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2879326.500000 Penalty: 5056.126465
	Iteration 25Q: 3 clusters Score -2879326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2879331.750000 Penalty: 5056.126465
	Iteration 26Q: 3 clusters Score -2879332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2879338.000000 Penalty: 5056.126465
	Iteration 27Q: 3 clusters Score -2879338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2879340.250000 Penalty: 5056.126465
	Iteration 28Q: 3 clusters Score -2879340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2879338.750000 Penalty: 5056.126465
	Iteration 29Q: 3 clusters Score -2879339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2879340.000000 Penalty: 5056.126465
	Iteration 30Q: 3 clusters Score -2879340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2879339.500000 Penalty: 5056.126465
	Iteration 31Q: 3 clusters Score -2879340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2879337.000000 Penalty: 5056.126465
	Iteration 32Q: 3 clusters Score -2879337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2879342.250000 Penalty: 5056.126465
	Iteration 33Q: 3 clusters Score -2879342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2879345.250000 Penalty: 5056.126465
	Iteration 34Q: 3 clusters Score -2879345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2879345.250000 Penalty: 5056.126465
	Iteration 35F: 3 clusters Score -2879345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Entering Unmasked Estep 
Score: -249556.281250 Penalty: 1933.013916
	Iteration 0F: 2 clusters Score -249556.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -246655.531250 Penalty: 3866.027832
	Iteration 0F: 3 clusters Score -246655.5 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -247250.546875 Penalty: 3866.027832
	Iteration 1F: 3 clusters Score -247250.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -247431.203125 Penalty: 3866.027832
	Iteration 2F: 3 clusters Score -247431.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -247520.390625 Penalty: 3866.027832
	Iteration 3Q: 3 clusters Score -247520.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -247606.390625 Penalty: 3866.027832
	Iteration 4Q: 3 clusters Score -247606.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -247739.265625 Penalty: 3866.027832
	Iteration 5Q: 3 clusters Score -247739.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -247896.921875 Penalty: 3866.027832
	Iteration 6Q: 3 clusters Score -247896.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -248048.015625 Penalty: 3866.027832
	Iteration 7Q: 3 clusters Score -248048 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -248176.390625 Penalty: 3866.027832
	Iteration 8Q: 3 clusters Score -248176.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -248283.140625 Penalty: 3866.027832
	Iteration 9Q: 3 clusters Score -248283.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -248373.984375 Penalty: 3866.027832
	Iteration 10Q: 3 clusters Score -248374 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -248428.796875 Penalty: 3866.027832
	Iteration 11Q: 3 clusters Score -248428.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -248481.203125 Penalty: 3866.027832
	Iteration 12Q: 3 clusters Score -248481.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -248516.187500 Penalty: 3866.027832
	Iteration 13Q: 3 clusters Score -248516.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -248535.765625 Penalty: 3866.027832
	Iteration 14Q: 3 clusters Score -248535.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -248554.625000 Penalty: 3866.027832
	Iteration 15Q: 3 clusters Score -248554.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -248569.687500 Penalty: 3866.027832
	Iteration 16Q: 3 clusters Score -248569.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -248580.171875 Penalty: 3866.027832
	Iteration 17Q: 3 clusters Score -248580.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -248587.578125 Penalty: 3866.027832
	Iteration 18Q: 3 clusters Score -248587.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -248594.250000 Penalty: 3866.027832
	Iteration 19Q: 3 clusters Score -248594.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -248609.031250 Penalty: 3866.027832
	Iteration 20F: 3 clusters Score -248609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -248624.093750 Penalty: 3866.027832
	Iteration 21Q: 3 clusters Score -248624.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -248640.343750 Penalty: 3866.027832
	Iteration 22Q: 3 clusters Score -248640.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -248655.359375 Penalty: 3866.027832
	Iteration 23Q: 3 clusters Score -248655.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -248668.328125 Penalty: 3866.027832
	Iteration 24Q: 3 clusters Score -248668.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -248682.203125 Penalty: 3866.027832
	Iteration 25Q: 3 clusters Score -248682.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -248695.093750 Penalty: 3866.027832
	Iteration 26Q: 3 clusters Score -248695.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -248702.656250 Penalty: 3866.027832
	Iteration 27Q: 3 clusters Score -248702.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -248707.765625 Penalty: 3866.027832
	Iteration 28Q: 3 clusters Score -248707.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -248712.062500 Penalty: 3866.027832
	Iteration 29Q: 3 clusters Score -248712.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -248717.500000 Penalty: 3866.027832
	Iteration 30Q: 3 clusters Score -248717.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -248720.328125 Penalty: 3866.027832
	Iteration 31Q: 3 clusters Score -248720.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -248722.875000 Penalty: 3866.027832
	Iteration 32Q: 3 clusters Score -248722.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -248723.562500 Penalty: 3866.027832
	Iteration 33Q: 3 clusters Score -248723.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -248724.875000 Penalty: 3866.027832
	Iteration 34Q: 3 clusters Score -248724.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -248725.671875 Penalty: 3866.027832
	Iteration 35Q: 3 clusters Score -248725.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -248726.937500 Penalty: 3866.027832
	Iteration 36Q: 3 clusters Score -248726.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -248729.421875 Penalty: 3866.027832
	Iteration 37Q: 3 clusters Score -248729.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -248730.203125 Penalty: 3866.027832
	Iteration 38Q: 3 clusters Score -248730.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -248730.203125 Penalty: 3866.027832
	Iteration 39F: 3 clusters Score -248730.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (28579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Entering Unmasked Estep 
Score: -2958022.750000 Penalty: 2544.585938
	Iteration 0F: 2 clusters Score -2958023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -2938392.000000 Penalty: 5089.171875
	Iteration 0F: 3 clusters Score -2938392 nChanged 12822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -2945601.750000 Penalty: 5089.171875
	Iteration 1F: 3 clusters Score -2945602 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -2946433.250000 Penalty: 5089.171875
	Iteration 2F: 3 clusters Score -2946433 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -2947420.000000 Penalty: 5089.171875
	Iteration 3F: 3 clusters Score -2947420 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -2948619.250000 Penalty: 5089.171875
	Iteration 4F: 3 clusters Score -2948619 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -2950001.750000 Penalty: 5089.171875
	Iteration 5F: 3 clusters Score -2950002 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -2951240.500000 Penalty: 5089.171875
	Iteration 6F: 3 clusters Score -2951240 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -2952204.000000 Penalty: 5089.171875
	Iteration 7F: 3 clusters Score -2952204 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -2952906.000000 Penalty: 5089.171875
	Iteration 8Q: 3 clusters Score -2952906 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -2953342.500000 Penalty: 5089.171875
	Iteration 9Q: 3 clusters Score -2953342 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -2953612.750000 Penalty: 5089.171875
	Iteration 10Q: 3 clusters Score -2953613 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -2953762.750000 Penalty: 5089.171875
	Iteration 11Q: 3 clusters Score -2953763 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -2953901.750000 Penalty: 5089.171875
	Iteration 12Q: 3 clusters Score -2953902 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -2953975.250000 Penalty: 5089.171875
	Iteration 13Q: 3 clusters Score -2953975 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -2954026.250000 Penalty: 5089.171875
	Iteration 14Q: 3 clusters Score -2954026 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -2954082.250000 Penalty: 5089.171875
	Iteration 15Q: 3 clusters Score -2954082 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -2954166.250000 Penalty: 5089.171875
	Iteration 16Q: 3 clusters Score -2954166 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -2954228.250000 Penalty: 5089.171875
	Iteration 17Q: 3 clusters Score -2954228 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -2954293.250000 Penalty: 5089.171875
	Iteration 18Q: 3 clusters Score -2954293 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -2954364.750000 Penalty: 5089.171875
	Iteration 19Q: 3 clusters Score -2954365 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -2954483.750000 Penalty: 5089.171875
	Iteration 20F: 3 clusters Score -2954484 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -2954624.000000 Penalty: 5089.171875
	Iteration 21Q: 3 clusters Score -2954624 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -2954826.750000 Penalty: 5089.171875
	Iteration 22Q: 3 clusters Score -2954827 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -2955118.250000 Penalty: 5089.171875
	Iteration 23Q: 3 clusters Score -2955118 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -2955490.000000 Penalty: 5089.171875
	Iteration 24Q: 3 clusters Score -2955490 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -2955945.750000 Penalty: 5089.171875
	Iteration 25Q: 3 clusters Score -2955946 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -2956342.250000 Penalty: 5089.171875
	Iteration 26Q: 3 clusters Score -2956342 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -2956665.250000 Penalty: 5089.171875
	Iteration 27Q: 3 clusters Score -2956665 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -2956865.500000 Penalty: 5089.171875
	Iteration 28Q: 3 clusters Score -2956866 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -2956994.750000 Penalty: 5089.171875
	Iteration 29Q: 3 clusters Score -2956995 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2957055.000000 Penalty: 5089.171875
	Iteration 30Q: 3 clusters Score -2957055 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -2957091.500000 Penalty: 5089.171875
	Iteration 31Q: 3 clusters Score -2957092 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2957100.750000 Penalty: 5089.171875
	Iteration 32Q: 3 clusters Score -2957101 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -2957108.750000 Penalty: 5089.171875
	Iteration 33Q: 3 clusters Score -2957109 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -2957124.000000 Penalty: 5089.171875
	Iteration 34Q: 3 clusters Score -2957124 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2957123.750000 Penalty: 5089.171875
	Iteration 35Q: 3 clusters Score -2957124 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -2957126.500000 Penalty: 5089.171875
	Iteration 36Q: 3 clusters Score -2957126 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -2957126.250000 Penalty: 5089.171875
	Iteration 37Q: 3 clusters Score -2957126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -2957131.250000 Penalty: 5089.171875
	Iteration 38Q: 3 clusters Score -2957131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -2957132.500000 Penalty: 5089.171875
	Iteration 39Q: 3 clusters Score -2957132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -2957135.750000 Penalty: 5089.171875
	Iteration 40F: 3 clusters Score -2957136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -2957132.500000 Penalty: 5089.171875
	Iteration 41Q: 3 clusters Score -2957132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2957135.000000 Penalty: 5089.171875
	Iteration 42Q: 3 clusters Score -2957135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -2957136.000000 Penalty: 5089.171875
	Iteration 43Q: 3 clusters Score -2957136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -2957138.500000 Penalty: 5089.171875
	Iteration 44Q: 3 clusters Score -2957138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -2957141.250000 Penalty: 5089.171875
	Iteration 45Q: 3 clusters Score -2957141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -2957141.000000 Penalty: 5089.171875
	Iteration 46Q: 3 clusters Score -2957141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -2957148.000000 Penalty: 5089.171875
	Iteration 47Q: 3 clusters Score -2957148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2957148.750000 Penalty: 5089.171875
	Iteration 48Q: 3 clusters Score -2957149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2957152.250000 Penalty: 5089.171875
	Iteration 49Q: 3 clusters Score -2957152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2957152.250000 Penalty: 5089.171875
	Iteration 50F: 3 clusters Score -2957152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (27255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Entering Unmasked Estep 
Score: -2968649.750000 Penalty: 2532.822266
	Iteration 0F: 2 clusters Score -2968650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -2949956.250000 Penalty: 5065.644531
	Iteration 0F: 3 clusters Score -2949956 nChanged 12195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -2956596.000000 Penalty: 5065.644531
	Iteration 1F: 3 clusters Score -2956596 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -2957186.250000 Penalty: 5065.644531
	Iteration 2F: 3 clusters Score -2957186 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -2957836.000000 Penalty: 5065.644531
	Iteration 3Q: 3 clusters Score -2957836 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -2958614.500000 Penalty: 5065.644531
	Iteration 4F: 3 clusters Score -2958614 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2959521.250000 Penalty: 5065.644531
	Iteration 5F: 3 clusters Score -2959521 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -2960597.000000 Penalty: 5065.644531
	Iteration 6F: 3 clusters Score -2960597 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -2961789.500000 Penalty: 5065.644531
	Iteration 7F: 3 clusters Score -2961790 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -2963071.250000 Penalty: 5065.644531
	Iteration 8F: 3 clusters Score -2963071 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -2964244.750000 Penalty: 5065.644531
	Iteration 9F: 3 clusters Score -2964245 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -2965222.500000 Penalty: 5065.644531
	Iteration 10Q: 3 clusters Score -2965222 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -2965830.250000 Penalty: 5065.644531
	Iteration 11Q: 3 clusters Score -2965830 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -2966238.500000 Penalty: 5065.644531
	Iteration 12Q: 3 clusters Score -2966238 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -2966591.000000 Penalty: 5065.644531
	Iteration 13Q: 3 clusters Score -2966591 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -2966932.000000 Penalty: 5065.644531
	Iteration 14Q: 3 clusters Score -2966932 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -2967240.750000 Penalty: 5065.644531
	Iteration 15Q: 3 clusters Score -2967241 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -2967532.750000 Penalty: 5065.644531
	Iteration 16Q: 3 clusters Score -2967533 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -2967770.750000 Penalty: 5065.644531
	Iteration 17Q: 3 clusters Score -2967771 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -2967906.500000 Penalty: 5065.644531
	Iteration 18Q: 3 clusters Score -2967906 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -2967975.500000 Penalty: 5065.644531
	Iteration 19Q: 3 clusters Score -2967976 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -2968022.000000 Penalty: 5065.644531
	Iteration 20F: 3 clusters Score -2968022 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -2968048.000000 Penalty: 5065.644531
	Iteration 21Q: 3 clusters Score -2968048 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -2968069.750000 Penalty: 5065.644531
	Iteration 22Q: 3 clusters Score -2968070 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -2968088.500000 Penalty: 5065.644531
	Iteration 23Q: 3 clusters Score -2968088 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -2968106.000000 Penalty: 5065.644531
	Iteration 24Q: 3 clusters Score -2968106 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -2968131.500000 Penalty: 5065.644531
	Iteration 25Q: 3 clusters Score -2968132 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -2968130.250000 Penalty: 5065.644531
	Iteration 26Q: 3 clusters Score -2968130 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -2968125.500000 Penalty: 5065.644531
	Iteration 27Q: 3 clusters Score -2968126 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -2968137.750000 Penalty: 5065.644531
	Iteration 28Q: 3 clusters Score -2968138 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -2968132.500000 Penalty: 5065.644531
	Iteration 29Q: 3 clusters Score -2968132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -2968142.750000 Penalty: 5065.644531
	Iteration 30Q: 3 clusters Score -2968143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -2968136.000000 Penalty: 5065.644531
	Iteration 31Q: 3 clusters Score -2968136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -2968135.000000 Penalty: 5065.644531
	Iteration 32Q: 3 clusters Score -2968135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -2968138.000000 Penalty: 5065.644531
	Iteration 33Q: 3 clusters Score -2968138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -2968137.000000 Penalty: 5065.644531
	Iteration 34Q: 3 clusters Score -2968137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -2968138.250000 Penalty: 5065.644531
	Iteration 35Q: 3 clusters Score -2968138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -2968142.500000 Penalty: 5065.644531
	Iteration 36Q: 3 clusters Score -2968142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -2968142.500000 Penalty: 5065.644531
	Iteration 37F: 3 clusters Score -2968142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Entering Unmasked Estep 
Score: -312775.593750 Penalty: 2006.723511
	Iteration 0F: 2 clusters Score -312775.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -309424.968750 Penalty: 4013.447021
	Iteration 0F: 3 clusters Score -309425 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -310216.281250 Penalty: 4013.447021
	Iteration 1F: 3 clusters Score -310216.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -310472.000000 Penalty: 4013.447021
	Iteration 2F: 3 clusters Score -310472 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -310622.781250 Penalty: 4013.447021
	Iteration 3F: 3 clusters Score -310622.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -310732.843750 Penalty: 4013.447021
	Iteration 4Q: 3 clusters Score -310732.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -310822.437500 Penalty: 4013.447021
	Iteration 5Q: 3 clusters Score -310822.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -310905.312500 Penalty: 4013.447021
	Iteration 6Q: 3 clusters Score -310905.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -310971.843750 Penalty: 4013.447021
	Iteration 7Q: 3 clusters Score -310971.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -311037.531250 Penalty: 4013.447021
	Iteration 8Q: 3 clusters Score -311037.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -311079.031250 Penalty: 4013.447021
	Iteration 9Q: 3 clusters Score -311079 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -311118.125000 Penalty: 4013.447021
	Iteration 10Q: 3 clusters Score -311118.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -311141.156250 Penalty: 4013.447021
	Iteration 11Q: 3 clusters Score -311141.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -311161.531250 Penalty: 4013.447021
	Iteration 12Q: 3 clusters Score -311161.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -311180.843750 Penalty: 4013.447021
	Iteration 13Q: 3 clusters Score -311180.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -311197.812500 Penalty: 4013.447021
	Iteration 14Q: 3 clusters Score -311197.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -311216.437500 Penalty: 4013.447021
	Iteration 15Q: 3 clusters Score -311216.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -311230.218750 Penalty: 4013.447021
	Iteration 16Q: 3 clusters Score -311230.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -311245.093750 Penalty: 4013.447021
	Iteration 17Q: 3 clusters Score -311245.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -311254.218750 Penalty: 4013.447021
	Iteration 18Q: 3 clusters Score -311254.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -311260.906250 Penalty: 4013.447021
	Iteration 19Q: 3 clusters Score -311260.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -311265.000000 Penalty: 4013.447021
	Iteration 20F: 3 clusters Score -311265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -311268.375000 Penalty: 4013.447021
	Iteration 21Q: 3 clusters Score -311268.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -311274.375000 Penalty: 4013.447021
	Iteration 22Q: 3 clusters Score -311274.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -311283.750000 Penalty: 4013.447021
	Iteration 23Q: 3 clusters Score -311283.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -311290.718750 Penalty: 4013.447021
	Iteration 24Q: 3 clusters Score -311290.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -311295.437500 Penalty: 4013.447021
	Iteration 25Q: 3 clusters Score -311295.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -311301.718750 Penalty: 4013.447021
	Iteration 26Q: 3 clusters Score -311301.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -311309.625000 Penalty: 4013.447021
	Iteration 27Q: 3 clusters Score -311309.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -311312.875000 Penalty: 4013.447021
	Iteration 28Q: 3 clusters Score -311312.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -311315.906250 Penalty: 4013.447021
	Iteration 29Q: 3 clusters Score -311315.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -311319.031250 Penalty: 4013.447021
	Iteration 30Q: 3 clusters Score -311319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -311321.843750 Penalty: 4013.447021
	Iteration 31Q: 3 clusters Score -311321.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -311323.906250 Penalty: 4013.447021
	Iteration 32Q: 3 clusters Score -311323.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -311324.468750 Penalty: 4013.447021
	Iteration 33Q: 3 clusters Score -311324.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -311325.000000 Penalty: 4013.447021
	Iteration 34Q: 3 clusters Score -311325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -311327.000000 Penalty: 4013.447021
	Iteration 35Q: 3 clusters Score -311327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -311328.312500 Penalty: 4013.447021
	Iteration 36Q: 3 clusters Score -311328.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -311329.968750 Penalty: 4013.447021
	Iteration 37Q: 3 clusters Score -311330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -311330.562500 Penalty: 4013.447021
	Iteration 38Q: 3 clusters Score -311330.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -311330.562500 Penalty: 4013.447021
	Iteration 39F: 3 clusters Score -311330.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Entering Unmasked Estep 
Score: -142284.937500 Penalty: 1795.681152
	Iteration 0F: 2 clusters Score -142284.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -140013.328125 Penalty: 3591.362305
	Iteration 0F: 3 clusters Score -140013.3 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -140406.687500 Penalty: 3591.362305
	Iteration 1F: 3 clusters Score -140406.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -140566.843750 Penalty: 3591.362305
	Iteration 2F: 3 clusters Score -140566.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -140653.593750 Penalty: 3591.362305
	Iteration 3F: 3 clusters Score -140653.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -140708.765625 Penalty: 3591.362305
	Iteration 4Q: 3 clusters Score -140708.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -140751.265625 Penalty: 3591.362305
	Iteration 5Q: 3 clusters Score -140751.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -140775.359375 Penalty: 3591.362305
	Iteration 6Q: 3 clusters Score -140775.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -140796.796875 Penalty: 3591.362305
	Iteration 7Q: 3 clusters Score -140796.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -140820.218750 Penalty: 3591.362305
	Iteration 8Q: 3 clusters Score -140820.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -140839.531250 Penalty: 3591.362305
	Iteration 9Q: 3 clusters Score -140839.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -140857.359375 Penalty: 3591.362305
	Iteration 10Q: 3 clusters Score -140857.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -140878.328125 Penalty: 3591.362305
	Iteration 11Q: 3 clusters Score -140878.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -140898.421875 Penalty: 3591.362305
	Iteration 12Q: 3 clusters Score -140898.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -140917.781250 Penalty: 3591.362305
	Iteration 13Q: 3 clusters Score -140917.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -140928.953125 Penalty: 3591.362305
	Iteration 14Q: 3 clusters Score -140929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -140939.468750 Penalty: 3591.362305
	Iteration 15Q: 3 clusters Score -140939.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -140953.765625 Penalty: 3591.362305
	Iteration 16Q: 3 clusters Score -140953.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -140958.937500 Penalty: 3591.362305
	Iteration 17Q: 3 clusters Score -140958.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -140966.468750 Penalty: 3591.362305
	Iteration 18Q: 3 clusters Score -140966.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -140973.093750 Penalty: 3591.362305
	Iteration 19Q: 3 clusters Score -140973.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -140976.578125 Penalty: 3591.362305
	Iteration 20F: 3 clusters Score -140976.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -140980.187500 Penalty: 3591.362305
	Iteration 21Q: 3 clusters Score -140980.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -140981.015625 Penalty: 3591.362305
	Iteration 22Q: 3 clusters Score -140981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -140983.828125 Penalty: 3591.362305
	Iteration 23Q: 3 clusters Score -140983.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -140986.640625 Penalty: 3591.362305
	Iteration 24Q: 3 clusters Score -140986.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -140987.000000 Penalty: 3591.362305
	Iteration 25Q: 3 clusters Score -140987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -140988.312500 Penalty: 3591.362305
	Iteration 26Q: 3 clusters Score -140988.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -140988.718750 Penalty: 3591.362305
	Iteration 27Q: 3 clusters Score -140988.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -140989.265625 Penalty: 3591.362305
	Iteration 28Q: 3 clusters Score -140989.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -140989.265625 Penalty: 3591.362305
	Iteration 29F: 3 clusters Score -140989.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Entering Unmasked Estep 
Score: -84467.984375 Penalty: 1665.415161
	Iteration 0F: 2 clusters Score -84467.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -82701.359375 Penalty: 3330.830322
	Iteration 0F: 3 clusters Score -82701.36 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -82961.289062 Penalty: 3330.830322
	Iteration 1F: 3 clusters Score -82961.29 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -83051.312500 Penalty: 3330.830322
	Iteration 2F: 3 clusters Score -83051.31 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -83105.796875 Penalty: 3330.830322
	Iteration 3Q: 3 clusters Score -83105.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -83138.070312 Penalty: 3330.830322
	Iteration 4Q: 3 clusters Score -83138.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -83176.007812 Penalty: 3330.830322
	Iteration 5Q: 3 clusters Score -83176.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -83195.164062 Penalty: 3330.830322
	Iteration 6Q: 3 clusters Score -83195.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -83214.726562 Penalty: 3330.830322
	Iteration 7Q: 3 clusters Score -83214.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -83232.984375 Penalty: 3330.830322
	Iteration 8Q: 3 clusters Score -83232.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -83243.460938 Penalty: 3330.830322
	Iteration 9Q: 3 clusters Score -83243.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -83259.312500 Penalty: 3330.830322
	Iteration 10Q: 3 clusters Score -83259.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -83265.156250 Penalty: 3330.830322
	Iteration 11Q: 3 clusters Score -83265.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -83271.625000 Penalty: 3330.830322
	Iteration 12Q: 3 clusters Score -83271.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -83284.453125 Penalty: 3330.830322
	Iteration 13Q: 3 clusters Score -83284.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -83295.507812 Penalty: 3330.830322
	Iteration 14Q: 3 clusters Score -83295.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -83307.710938 Penalty: 3330.830322
	Iteration 15Q: 3 clusters Score -83307.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -83312.851562 Penalty: 3330.830322
	Iteration 16Q: 3 clusters Score -83312.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -83316.882812 Penalty: 3330.830322
	Iteration 17Q: 3 clusters Score -83316.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -83320.414062 Penalty: 3330.830322
	Iteration 18Q: 3 clusters Score -83320.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -83323.468750 Penalty: 3330.830322
	Iteration 19Q: 3 clusters Score -83323.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -83329.468750 Penalty: 3330.830322
	Iteration 20F: 3 clusters Score -83329.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -83334.734375 Penalty: 3330.830322
	Iteration 21Q: 3 clusters Score -83334.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -83342.984375 Penalty: 3330.830322
	Iteration 22Q: 3 clusters Score -83342.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -83342.984375 Penalty: 3330.830322
	Iteration 23F: 3 clusters Score -83342.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Entering Unmasked Estep 
Score: -331614.531250 Penalty: 1991.944702
	Iteration 0F: 2 clusters Score -331614.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -328293.406250 Penalty: 3983.889404
	Iteration 0F: 3 clusters Score -328293.4 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -329013.625000 Penalty: 3983.889404
	Iteration 1F: 3 clusters Score -329013.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -329224.812500 Penalty: 3983.889404
	Iteration 2F: 3 clusters Score -329224.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -329341.812500 Penalty: 3983.889404
	Iteration 3Q: 3 clusters Score -329341.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -329436.500000 Penalty: 3983.889404
	Iteration 4Q: 3 clusters Score -329436.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -329517.218750 Penalty: 3983.889404
	Iteration 5Q: 3 clusters Score -329517.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -329577.406250 Penalty: 3983.889404
	Iteration 6Q: 3 clusters Score -329577.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -329630.406250 Penalty: 3983.889404
	Iteration 7Q: 3 clusters Score -329630.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -329681.781250 Penalty: 3983.889404
	Iteration 8Q: 3 clusters Score -329681.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -329729.843750 Penalty: 3983.889404
	Iteration 9Q: 3 clusters Score -329729.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -329761.468750 Penalty: 3983.889404
	Iteration 10Q: 3 clusters Score -329761.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -329802.843750 Penalty: 3983.889404
	Iteration 11Q: 3 clusters Score -329802.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -329850.000000 Penalty: 3983.889404
	Iteration 12Q: 3 clusters Score -329850 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -329894.968750 Penalty: 3983.889404
	Iteration 13Q: 3 clusters Score -329895 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -329944.781250 Penalty: 3983.889404
	Iteration 14Q: 3 clusters Score -329944.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -329983.906250 Penalty: 3983.889404
	Iteration 15Q: 3 clusters Score -329983.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -330018.281250 Penalty: 3983.889404
	Iteration 16Q: 3 clusters Score -330018.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -330050.906250 Penalty: 3983.889404
	Iteration 17Q: 3 clusters Score -330050.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -330080.281250 Penalty: 3983.889404
	Iteration 18Q: 3 clusters Score -330080.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -330093.968750 Penalty: 3983.889404
	Iteration 19Q: 3 clusters Score -330094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -330104.937500 Penalty: 3983.889404
	Iteration 20F: 3 clusters Score -330104.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -330110.812500 Penalty: 3983.889404
	Iteration 21Q: 3 clusters Score -330110.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -330118.125000 Penalty: 3983.889404
	Iteration 22Q: 3 clusters Score -330118.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -330122.500000 Penalty: 3983.889404
	Iteration 23Q: 3 clusters Score -330122.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -330123.718750 Penalty: 3983.889404
	Iteration 24Q: 3 clusters Score -330123.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -330123.875000 Penalty: 3983.889404
	Iteration 25Q: 3 clusters Score -330123.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -330124.625000 Penalty: 3983.889404
	Iteration 26Q: 3 clusters Score -330124.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -330124.625000 Penalty: 3983.889404
	Iteration 27F: 3 clusters Score -330124.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (5802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Entering Unmasked Estep 
Score: -624863.250000 Penalty: 2149.157715
	Iteration 0F: 2 clusters Score -624863.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -619781.812500 Penalty: 4298.315430
	Iteration 0F: 3 clusters Score -619781.8 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -621084.250000 Penalty: 4298.315430
	Iteration 1F: 3 clusters Score -621084.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -621399.187500 Penalty: 4298.315430
	Iteration 2F: 3 clusters Score -621399.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -621740.812500 Penalty: 4298.315430
	Iteration 3F: 3 clusters Score -621740.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -622124.062500 Penalty: 4298.315430
	Iteration 4F: 3 clusters Score -622124.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -622535.062500 Penalty: 4298.315430
	Iteration 5F: 3 clusters Score -622535.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -622953.312500 Penalty: 4298.315430
	Iteration 6F: 3 clusters Score -622953.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -623270.187500 Penalty: 4298.315430
	Iteration 7F: 3 clusters Score -623270.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -623479.375000 Penalty: 4298.315430
	Iteration 8Q: 3 clusters Score -623479.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -623643.750000 Penalty: 4298.315430
	Iteration 9Q: 3 clusters Score -623643.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -623796.375000 Penalty: 4298.315430
	Iteration 10Q: 3 clusters Score -623796.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -624006.187500 Penalty: 4298.315430
	Iteration 11Q: 3 clusters Score -624006.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -624414.250000 Penalty: 4298.315430
	Iteration 12Q: 3 clusters Score -624414.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -624805.187500 Penalty: 4298.315430
	Iteration 13Q: 3 clusters Score -624805.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -624927.375000 Penalty: 4298.315430
	Iteration 14Q: 3 clusters Score -624927.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -624963.000000 Penalty: 4298.315430
	Iteration 15Q: 3 clusters Score -624963 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -624982.687500 Penalty: 4298.315430
	Iteration 16Q: 3 clusters Score -624982.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -624991.750000 Penalty: 4298.315430
	Iteration 17Q: 3 clusters Score -624991.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -625001.312500 Penalty: 4298.315430
	Iteration 18Q: 3 clusters Score -625001.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -625007.875000 Penalty: 4298.315430
	Iteration 19Q: 3 clusters Score -625007.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -625011.125000 Penalty: 4298.315430
	Iteration 20F: 3 clusters Score -625011.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -625014.125000 Penalty: 4298.315430
	Iteration 21Q: 3 clusters Score -625014.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -625015.250000 Penalty: 4298.315430
	Iteration 22Q: 3 clusters Score -625015.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -625016.937500 Penalty: 4298.315430
	Iteration 23Q: 3 clusters Score -625016.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -625016.812500 Penalty: 4298.315430
	Iteration 24Q: 3 clusters Score -625016.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -625018.625000 Penalty: 4298.315430
	Iteration 25Q: 3 clusters Score -625018.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -625020.250000 Penalty: 4298.315430
	Iteration 26Q: 3 clusters Score -625020.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -625023.375000 Penalty: 4298.315430
	Iteration 27Q: 3 clusters Score -625023.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -625026.000000 Penalty: 4298.315430
	Iteration 28Q: 3 clusters Score -625026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -625029.812500 Penalty: 4298.315430
	Iteration 29Q: 3 clusters Score -625029.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -625036.812500 Penalty: 4298.315430
	Iteration 30Q: 3 clusters Score -625036.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -625041.562500 Penalty: 4298.315430
	Iteration 31Q: 3 clusters Score -625041.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -625044.812500 Penalty: 4298.315430
	Iteration 32Q: 3 clusters Score -625044.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -625050.187500 Penalty: 4298.315430
	Iteration 33Q: 3 clusters Score -625050.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -625056.312500 Penalty: 4298.315430
	Iteration 34Q: 3 clusters Score -625056.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -625060.375000 Penalty: 4298.315430
	Iteration 35Q: 3 clusters Score -625060.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -625064.312500 Penalty: 4298.315430
	Iteration 36Q: 3 clusters Score -625064.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -625066.812500 Penalty: 4298.315430
	Iteration 37Q: 3 clusters Score -625066.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -625070.125000 Penalty: 4298.315430
	Iteration 38Q: 3 clusters Score -625070.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -625073.437500 Penalty: 4298.315430
	Iteration 39Q: 3 clusters Score -625073.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -625076.062500 Penalty: 4298.315430
	Iteration 40F: 3 clusters Score -625076.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -625077.187500 Penalty: 4298.315430
	Iteration 41Q: 3 clusters Score -625077.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -625077.812500 Penalty: 4298.315430
	Iteration 42Q: 3 clusters Score -625077.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -625080.000000 Penalty: 4298.315430
	Iteration 43Q: 3 clusters Score -625080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -625082.875000 Penalty: 4298.315430
	Iteration 44Q: 3 clusters Score -625082.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -625082.875000 Penalty: 4298.315430
	Iteration 45Q: 3 clusters Score -625082.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -625084.187500 Penalty: 4298.315430
	Iteration 46Q: 3 clusters Score -625084.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -625084.687500 Penalty: 4298.315430
	Iteration 47Q: 3 clusters Score -625084.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -625086.812500 Penalty: 4298.315430
	Iteration 48Q: 3 clusters Score -625086.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -625088.000000 Penalty: 4298.315430
	Iteration 49Q: 3 clusters Score -625088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -625089.437500 Penalty: 4298.315430
	Iteration 50Q: 3 clusters Score -625089.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -625090.375000 Penalty: 4298.315430
	Iteration 51Q: 3 clusters Score -625090.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -625089.625000 Penalty: 4298.315430
	Iteration 52Q: 3 clusters Score -625089.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -625090.000000 Penalty: 4298.315430
	Iteration 53Q: 3 clusters Score -625090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -625090.000000 Penalty: 4298.315430
	Iteration 54F: 3 clusters Score -625090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22138 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101543 members 
Mstep: Class 5 contains 38598 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183346 members 
Mstep: Class 9 contains 15420 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17787 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75132 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13415 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37635 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139871 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13185 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25426 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144700 members 
Mstep: Class 35 contains 26737 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28579 members 
Mstep: Class 38 contains 27255 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 3520 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16092 members 
Mstep: Class 47 contains 29987 members 
Mstep: Class 48 contains 12026 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Mstep: Class 53 contains 2282 members 
Entering Unmasked Estep 
Score: -115175328.000000 Penalty: 182896.359375
Splitting cluster 43 changes total score from -115176280.000000 to -115175328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Entering Unmasked Estep 
Score: -68917.179688 Penalty: 1626.784546
	Iteration 0F: 2 clusters Score -68917.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -67242.648438 Penalty: 3253.569092
	Iteration 0F: 3 clusters Score -67242.65 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -67489.460938 Penalty: 3253.569092
	Iteration 1F: 3 clusters Score -67489.46 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -67555.796875 Penalty: 3253.569092
	Iteration 2Q: 3 clusters Score -67555.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -67589.648438 Penalty: 3253.569092
	Iteration 3Q: 3 clusters Score -67589.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -67615.609375 Penalty: 3253.569092
	Iteration 4Q: 3 clusters Score -67615.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -67638.484375 Penalty: 3253.569092
	Iteration 5Q: 3 clusters Score -67638.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -67653.882812 Penalty: 3253.569092
	Iteration 6Q: 3 clusters Score -67653.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -67667.468750 Penalty: 3253.569092
	Iteration 7Q: 3 clusters Score -67667.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -67669.992188 Penalty: 3253.569092
	Iteration 8Q: 3 clusters Score -67669.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -67670.703125 Penalty: 3253.569092
	Iteration 9Q: 3 clusters Score -67670.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -67671.679688 Penalty: 3253.569092
	Iteration 10Q: 3 clusters Score -67671.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -67675.015625 Penalty: 3253.569092
	Iteration 11Q: 3 clusters Score -67675.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -67681.164062 Penalty: 3253.569092
	Iteration 12Q: 3 clusters Score -67681.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -67687.304688 Penalty: 3253.569092
	Iteration 13Q: 3 clusters Score -67687.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -67689.617188 Penalty: 3253.569092
	Iteration 14Q: 3 clusters Score -67689.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -67692.914062 Penalty: 3253.569092
	Iteration 15Q: 3 clusters Score -67692.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -67695.750000 Penalty: 3253.569092
	Iteration 16Q: 3 clusters Score -67695.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -67696.992188 Penalty: 3253.569092
	Iteration 17Q: 3 clusters Score -67696.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -67696.992188 Penalty: 3253.569092
	Iteration 18F: 3 clusters Score -67696.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (8737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Entering Unmasked Estep 
Score: -929447.687500 Penalty: 2250.679932
	Iteration 0F: 2 clusters Score -929447.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -922565.375000 Penalty: 4501.359863
	Iteration 0F: 3 clusters Score -922565.4 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -924586.500000 Penalty: 4501.359863
	Iteration 1F: 3 clusters Score -924586.5 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -924966.875000 Penalty: 4501.359863
	Iteration 2F: 3 clusters Score -924966.9 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -925256.250000 Penalty: 4501.359863
	Iteration 3F: 3 clusters Score -925256.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -925497.312500 Penalty: 4501.359863
	Iteration 4Q: 3 clusters Score -925497.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -925724.875000 Penalty: 4501.359863
	Iteration 5Q: 3 clusters Score -925724.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -925946.875000 Penalty: 4501.359863
	Iteration 6Q: 3 clusters Score -925946.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -926168.312500 Penalty: 4501.359863
	Iteration 7Q: 3 clusters Score -926168.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -926375.937500 Penalty: 4501.359863
	Iteration 8Q: 3 clusters Score -926375.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -926641.812500 Penalty: 4501.359863
	Iteration 9Q: 3 clusters Score -926641.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -926896.000000 Penalty: 4501.359863
	Iteration 10Q: 3 clusters Score -926896 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -927120.312500 Penalty: 4501.359863
	Iteration 11Q: 3 clusters Score -927120.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -927306.625000 Penalty: 4501.359863
	Iteration 12Q: 3 clusters Score -927306.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -927469.812500 Penalty: 4501.359863
	Iteration 13Q: 3 clusters Score -927469.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -927636.750000 Penalty: 4501.359863
	Iteration 14Q: 3 clusters Score -927636.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -927794.562500 Penalty: 4501.359863
	Iteration 15Q: 3 clusters Score -927794.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -927921.562500 Penalty: 4501.359863
	Iteration 16Q: 3 clusters Score -927921.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -928039.437500 Penalty: 4501.359863
	Iteration 17Q: 3 clusters Score -928039.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -928143.062500 Penalty: 4501.359863
	Iteration 18Q: 3 clusters Score -928143.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -928267.562500 Penalty: 4501.359863
	Iteration 19Q: 3 clusters Score -928267.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -928422.000000 Penalty: 4501.359863
	Iteration 20F: 3 clusters Score -928422 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -928628.312500 Penalty: 4501.359863
	Iteration 21Q: 3 clusters Score -928628.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -928777.062500 Penalty: 4501.359863
	Iteration 22Q: 3 clusters Score -928777.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -928850.125000 Penalty: 4501.359863
	Iteration 23Q: 3 clusters Score -928850.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -928887.937500 Penalty: 4501.359863
	Iteration 24Q: 3 clusters Score -928887.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -928909.812500 Penalty: 4501.359863
	Iteration 25Q: 3 clusters Score -928909.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -928923.750000 Penalty: 4501.359863
	Iteration 26Q: 3 clusters Score -928923.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -928933.812500 Penalty: 4501.359863
	Iteration 27Q: 3 clusters Score -928933.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -928941.500000 Penalty: 4501.359863
	Iteration 28Q: 3 clusters Score -928941.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -928951.500000 Penalty: 4501.359863
	Iteration 29Q: 3 clusters Score -928951.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -928957.750000 Penalty: 4501.359863
	Iteration 30Q: 3 clusters Score -928957.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -928967.750000 Penalty: 4501.359863
	Iteration 31Q: 3 clusters Score -928967.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -928972.937500 Penalty: 4501.359863
	Iteration 32Q: 3 clusters Score -928972.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -928976.562500 Penalty: 4501.359863
	Iteration 33Q: 3 clusters Score -928976.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -928977.937500 Penalty: 4501.359863
	Iteration 34Q: 3 clusters Score -928977.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -928983.750000 Penalty: 4501.359863
	Iteration 35Q: 3 clusters Score -928983.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -928991.312500 Penalty: 4501.359863
	Iteration 36Q: 3 clusters Score -928991.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -928995.312500 Penalty: 4501.359863
	Iteration 37Q: 3 clusters Score -928995.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -929006.437500 Penalty: 4501.359863
	Iteration 38Q: 3 clusters Score -929006.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -929024.562500 Penalty: 4501.359863
	Iteration 39Q: 3 clusters Score -929024.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -929043.687500 Penalty: 4501.359863
	Iteration 40F: 3 clusters Score -929043.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -929055.125000 Penalty: 4501.359863
	Iteration 41Q: 3 clusters Score -929055.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -929065.812500 Penalty: 4501.359863
	Iteration 42Q: 3 clusters Score -929065.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -929071.687500 Penalty: 4501.359863
	Iteration 43Q: 3 clusters Score -929071.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -929074.250000 Penalty: 4501.359863
	Iteration 44Q: 3 clusters Score -929074.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -929077.937500 Penalty: 4501.359863
	Iteration 45Q: 3 clusters Score -929077.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -929078.312500 Penalty: 4501.359863
	Iteration 46Q: 3 clusters Score -929078.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -929079.875000 Penalty: 4501.359863
	Iteration 47Q: 3 clusters Score -929079.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -929084.625000 Penalty: 4501.359863
	Iteration 48Q: 3 clusters Score -929084.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -929088.062500 Penalty: 4501.359863
	Iteration 49Q: 3 clusters Score -929088.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -929089.687500 Penalty: 4501.359863
	Iteration 50Q: 3 clusters Score -929089.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -929089.312500 Penalty: 4501.359863
	Iteration 51Q: 3 clusters Score -929089.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -929091.062500 Penalty: 4501.359863
	Iteration 52Q: 3 clusters Score -929091.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -929091.062500 Penalty: 4501.359863
	Iteration 53F: 3 clusters Score -929091.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (16092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Entering Unmasked Estep 
Score: -1735899.625000 Penalty: 2402.147217
	Iteration 0F: 2 clusters Score -1735900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1724342.000000 Penalty: 4804.294434
	Iteration 0F: 3 clusters Score -1724342 nChanged 6915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1728297.750000 Penalty: 4804.294434
	Iteration 1F: 3 clusters Score -1728298 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1729083.000000 Penalty: 4804.294434
	Iteration 2F: 3 clusters Score -1729083 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1729814.875000 Penalty: 4804.294434
	Iteration 3F: 3 clusters Score -1729815 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1730576.375000 Penalty: 4804.294434
	Iteration 4F: 3 clusters Score -1730576 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1731384.750000 Penalty: 4804.294434
	Iteration 5F: 3 clusters Score -1731385 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1732254.750000 Penalty: 4804.294434
	Iteration 6F: 3 clusters Score -1732255 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1733086.875000 Penalty: 4804.294434
	Iteration 7F: 3 clusters Score -1733087 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1733775.000000 Penalty: 4804.294434
	Iteration 8Q: 3 clusters Score -1733775 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1734288.000000 Penalty: 4804.294434
	Iteration 9Q: 3 clusters Score -1734288 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1734615.625000 Penalty: 4804.294434
	Iteration 10Q: 3 clusters Score -1734616 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -1734790.500000 Penalty: 4804.294434
	Iteration 11Q: 3 clusters Score -1734790 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -1734909.375000 Penalty: 4804.294434
	Iteration 12Q: 3 clusters Score -1734909 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1734962.500000 Penalty: 4804.294434
	Iteration 13Q: 3 clusters Score -1734962 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -1735004.875000 Penalty: 4804.294434
	Iteration 14Q: 3 clusters Score -1735005 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -1735048.875000 Penalty: 4804.294434
	Iteration 15Q: 3 clusters Score -1735049 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -1735068.750000 Penalty: 4804.294434
	Iteration 16Q: 3 clusters Score -1735069 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -1735081.375000 Penalty: 4804.294434
	Iteration 17Q: 3 clusters Score -1735081 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -1735092.875000 Penalty: 4804.294434
	Iteration 18Q: 3 clusters Score -1735093 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1735096.250000 Penalty: 4804.294434
	Iteration 19Q: 3 clusters Score -1735096 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1735108.500000 Penalty: 4804.294434
	Iteration 20F: 3 clusters Score -1735108 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -1735115.125000 Penalty: 4804.294434
	Iteration 21Q: 3 clusters Score -1735115 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1735121.500000 Penalty: 4804.294434
	Iteration 22Q: 3 clusters Score -1735122 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -1735128.750000 Penalty: 4804.294434
	Iteration 23Q: 3 clusters Score -1735129 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1735132.000000 Penalty: 4804.294434
	Iteration 24Q: 3 clusters Score -1735132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1735129.625000 Penalty: 4804.294434
	Iteration 25Q: 3 clusters Score -1735130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1735134.125000 Penalty: 4804.294434
	Iteration 26Q: 3 clusters Score -1735134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1735132.875000 Penalty: 4804.294434
	Iteration 27Q: 3 clusters Score -1735133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1735132.375000 Penalty: 4804.294434
	Iteration 28Q: 3 clusters Score -1735132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1735132.375000 Penalty: 4804.294434
	Iteration 29F: 3 clusters Score -1735132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (29987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Entering Unmasked Estep 
Score: -3239791.250000 Penalty: 2556.512695
	Iteration 0F: 2 clusters Score -3239791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -3219285.000000 Penalty: 5113.025391
	Iteration 0F: 3 clusters Score -3219285 nChanged 13418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -3226775.750000 Penalty: 5113.025391
	Iteration 1F: 3 clusters Score -3226776 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -3227497.000000 Penalty: 5113.025391
	Iteration 2F: 3 clusters Score -3227497 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -3228277.000000 Penalty: 5113.025391
	Iteration 3F: 3 clusters Score -3228277 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -3229155.750000 Penalty: 5113.025391
	Iteration 4F: 3 clusters Score -3229156 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -3230161.750000 Penalty: 5113.025391
	Iteration 5F: 3 clusters Score -3230162 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -3231411.000000 Penalty: 5113.025391
	Iteration 6F: 3 clusters Score -3231411 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -3232885.000000 Penalty: 5113.025391
	Iteration 7F: 3 clusters Score -3232885 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -3234573.000000 Penalty: 5113.025391
	Iteration 8F: 3 clusters Score -3234573 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -3236012.000000 Penalty: 5113.025391
	Iteration 9F: 3 clusters Score -3236012 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -3237171.750000 Penalty: 5113.025391
	Iteration 10F: 3 clusters Score -3237172 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -3238001.750000 Penalty: 5113.025391
	Iteration 11Q: 3 clusters Score -3238002 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -3238502.000000 Penalty: 5113.025391
	Iteration 12Q: 3 clusters Score -3238502 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -3238754.750000 Penalty: 5113.025391
	Iteration 13Q: 3 clusters Score -3238755 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -3238925.000000 Penalty: 5113.025391
	Iteration 14Q: 3 clusters Score -3238925 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -3238995.000000 Penalty: 5113.025391
	Iteration 15Q: 3 clusters Score -3238995 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -3239050.750000 Penalty: 5113.025391
	Iteration 16Q: 3 clusters Score -3239051 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -3239103.250000 Penalty: 5113.025391
	Iteration 17Q: 3 clusters Score -3239103 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -3239128.750000 Penalty: 5113.025391
	Iteration 18Q: 3 clusters Score -3239129 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -3239145.000000 Penalty: 5113.025391
	Iteration 19Q: 3 clusters Score -3239145 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -3239167.000000 Penalty: 5113.025391
	Iteration 20F: 3 clusters Score -3239167 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -3239189.000000 Penalty: 5113.025391
	Iteration 21Q: 3 clusters Score -3239189 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -3239202.250000 Penalty: 5113.025391
	Iteration 22Q: 3 clusters Score -3239202 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -3239217.750000 Penalty: 5113.025391
	Iteration 23Q: 3 clusters Score -3239218 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -3239222.250000 Penalty: 5113.025391
	Iteration 24Q: 3 clusters Score -3239222 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -3239230.750000 Penalty: 5113.025391
	Iteration 25Q: 3 clusters Score -3239231 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -3239231.500000 Penalty: 5113.025391
	Iteration 26Q: 3 clusters Score -3239232 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -3239239.750000 Penalty: 5113.025391
	Iteration 27Q: 3 clusters Score -3239240 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -3239241.750000 Penalty: 5113.025391
	Iteration 28Q: 3 clusters Score -3239242 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -3239243.750000 Penalty: 5113.025391
	Iteration 29Q: 3 clusters Score -3239244 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -3239249.750000 Penalty: 5113.025391
	Iteration 30Q: 3 clusters Score -3239250 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -3239247.750000 Penalty: 5113.025391
	Iteration 31Q: 3 clusters Score -3239248 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -3239246.250000 Penalty: 5113.025391
	Iteration 32Q: 3 clusters Score -3239246 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -3239252.250000 Penalty: 5113.025391
	Iteration 33Q: 3 clusters Score -3239252 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -3239257.750000 Penalty: 5113.025391
	Iteration 34Q: 3 clusters Score -3239258 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -3239258.000000 Penalty: 5113.025391
	Iteration 35Q: 3 clusters Score -3239258 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -3239267.750000 Penalty: 5113.025391
	Iteration 36Q: 3 clusters Score -3239268 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -3239275.500000 Penalty: 5113.025391
	Iteration 37Q: 3 clusters Score -3239276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -3239272.000000 Penalty: 5113.025391
	Iteration 38Q: 3 clusters Score -3239272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -3239274.250000 Penalty: 5113.025391
	Iteration 39Q: 3 clusters Score -3239274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -3239282.000000 Penalty: 5113.025391
	Iteration 40F: 3 clusters Score -3239282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -3239271.750000 Penalty: 5113.025391
	Iteration 41Q: 3 clusters Score -3239272 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -3239272.000000 Penalty: 5113.025391
	Iteration 42Q: 3 clusters Score -3239272 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -3239273.000000 Penalty: 5113.025391
	Iteration 43Q: 3 clusters Score -3239273 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -3239272.750000 Penalty: 5113.025391
	Iteration 44Q: 3 clusters Score -3239273 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -3239270.000000 Penalty: 5113.025391
	Iteration 45Q: 3 clusters Score -3239270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -3239279.250000 Penalty: 5113.025391
	Iteration 46Q: 3 clusters Score -3239279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -3239275.750000 Penalty: 5113.025391
	Iteration 47Q: 3 clusters Score -3239276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -3239280.750000 Penalty: 5113.025391
	Iteration 48Q: 3 clusters Score -3239281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -3239280.500000 Penalty: 5113.025391
	Iteration 49Q: 3 clusters Score -3239280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -3239283.750000 Penalty: 5113.025391
	Iteration 50Q: 3 clusters Score -3239284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -3239283.250000 Penalty: 5113.025391
	Iteration 51Q: 3 clusters Score -3239283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -3239278.500000 Penalty: 5113.025391
	Iteration 52Q: 3 clusters Score -3239278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -3239278.500000 Penalty: 5113.025391
	Iteration 53Q: 3 clusters Score -3239278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -3239281.000000 Penalty: 5113.025391
	Iteration 54Q: 3 clusters Score -3239281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -3239283.250000 Penalty: 5113.025391
	Iteration 55Q: 3 clusters Score -3239283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -3239282.750000 Penalty: 5113.025391
	Iteration 56Q: 3 clusters Score -3239283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -3239288.500000 Penalty: 5113.025391
	Iteration 57Q: 3 clusters Score -3239288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -3239286.000000 Penalty: 5113.025391
	Iteration 58Q: 3 clusters Score -3239286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -3239289.000000 Penalty: 5113.025391
	Iteration 59Q: 3 clusters Score -3239289 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -3239294.250000 Penalty: 5113.025391
	Iteration 60F: 3 clusters Score -3239294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -3239295.250000 Penalty: 5113.025391
	Iteration 61Q: 3 clusters Score -3239295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -3239307.500000 Penalty: 5113.025391
	Iteration 62Q: 3 clusters Score -3239308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -3239297.000000 Penalty: 5113.025391
	Iteration 63Q: 3 clusters Score -3239297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -3239298.500000 Penalty: 5113.025391
	Iteration 64Q: 3 clusters Score -3239298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -3239297.000000 Penalty: 5113.025391
	Iteration 65Q: 3 clusters Score -3239297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -3239294.750000 Penalty: 5113.025391
	Iteration 66Q: 3 clusters Score -3239295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -3239292.500000 Penalty: 5113.025391
	Iteration 67Q: 3 clusters Score -3239292 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3239294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -3239300.500000 Penalty: 5113.025391
	Iteration 69Q: 3 clusters Score -3239300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -3239304.000000 Penalty: 5113.025391
	Iteration 70Q: 3 clusters Score -3239304 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -3239308.500000 Penalty: 5113.025391
	Iteration 71Q: 3 clusters Score -3239308 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -3239308.750000 Penalty: 5113.025391
	Iteration 72Q: 3 clusters Score -3239309 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -3239309.500000 Penalty: 5113.025391
	Iteration 73Q: 3 clusters Score -3239310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -3239306.000000 Penalty: 5113.025391
	Iteration 74Q: 3 clusters Score -3239306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3239310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -3239315.250000 Penalty: 5113.025391
	Iteration 76Q: 3 clusters Score -3239315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -3239312.000000 Penalty: 5113.025391
	Iteration 77Q: 3 clusters Score -3239312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -3239311.750000 Penalty: 5113.025391
	Iteration 78Q: 3 clusters Score -3239312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -3239317.750000 Penalty: 5113.025391
	Iteration 79Q: 3 clusters Score -3239318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -3239317.750000 Penalty: 5113.025391
	Iteration 80F: 3 clusters Score -3239318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -3239327.750000 Penalty: 5113.025391
	Iteration 81Q: 3 clusters Score -3239328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -3239328.750000 Penalty: 5113.025391
	Iteration 82Q: 3 clusters Score -3239329 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -3239329.000000 Penalty: 5113.025391
	Iteration 83Q: 3 clusters Score -3239329 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -3239329.750000 Penalty: 5113.025391
	Iteration 84Q: 3 clusters Score -3239330 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -3239337.500000 Penalty: 5113.025391
	Iteration 85Q: 3 clusters Score -3239338 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -3239346.500000 Penalty: 5113.025391
	Iteration 86Q: 3 clusters Score -3239346 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -3239330.750000 Penalty: 5113.025391
	Iteration 87Q: 3 clusters Score -3239331 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -3239334.750000 Penalty: 5113.025391
	Iteration 88Q: 3 clusters Score -3239335 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -3239341.000000 Penalty: 5113.025391
	Iteration 89Q: 3 clusters Score -3239341 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -3239334.500000 Penalty: 5113.025391
	Iteration 90Q: 3 clusters Score -3239334 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -3239334.750000 Penalty: 5113.025391
	Iteration 91Q: 3 clusters Score -3239335 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -3239343.750000 Penalty: 5113.025391
	Iteration 92Q: 3 clusters Score -3239344 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -3239347.000000 Penalty: 5113.025391
	Iteration 93Q: 3 clusters Score -3239347 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -3239362.500000 Penalty: 5113.025391
	Iteration 94Q: 3 clusters Score -3239362 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3239362 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -3239367.000000 Penalty: 5113.025391
	Iteration 96Q: 3 clusters Score -3239367 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -3239376.750000 Penalty: 5113.025391
	Iteration 97Q: 3 clusters Score -3239377 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -3239395.500000 Penalty: 5113.025391
	Iteration 98Q: 3 clusters Score -3239396 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -3239401.250000 Penalty: 5113.025391
	Iteration 99Q: 3 clusters Score -3239401 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -3239420.500000 Penalty: 5113.025391
	Iteration 100F: 3 clusters Score -3239420 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -3239435.750000 Penalty: 5113.025391
	Iteration 101Q: 3 clusters Score -3239436 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -3239441.500000 Penalty: 5113.025391
	Iteration 102Q: 3 clusters Score -3239442 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -3239463.750000 Penalty: 5113.025391
	Iteration 103Q: 3 clusters Score -3239464 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -3239473.750000 Penalty: 5113.025391
	Iteration 104Q: 3 clusters Score -3239474 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -3239477.750000 Penalty: 5113.025391
	Iteration 105Q: 3 clusters Score -3239478 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -3239490.500000 Penalty: 5113.025391
	Iteration 106Q: 3 clusters Score -3239490 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -3239497.750000 Penalty: 5113.025391
	Iteration 107Q: 3 clusters Score -3239498 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -3239503.750000 Penalty: 5113.025391
	Iteration 108Q: 3 clusters Score -3239504 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -3239511.500000 Penalty: 5113.025391
	Iteration 109Q: 3 clusters Score -3239512 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -3239526.000000 Penalty: 5113.025391
	Iteration 110Q: 3 clusters Score -3239526 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -3239530.000000 Penalty: 5113.025391
	Iteration 111Q: 3 clusters Score -3239530 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -3239530.750000 Penalty: 5113.025391
	Iteration 112Q: 3 clusters Score -3239531 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -3239527.250000 Penalty: 5113.025391
	Iteration 113Q: 3 clusters Score -3239527 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -3239537.500000 Penalty: 5113.025391
	Iteration 114Q: 3 clusters Score -3239538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -3239536.500000 Penalty: 5113.025391
	Iteration 115Q: 3 clusters Score -3239536 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -3239541.500000 Penalty: 5113.025391
	Iteration 116Q: 3 clusters Score -3239542 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -3239545.000000 Penalty: 5113.025391
	Iteration 117Q: 3 clusters Score -3239545 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -3239545.750000 Penalty: 5113.025391
	Iteration 118Q: 3 clusters Score -3239546 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -3239541.250000 Penalty: 5113.025391
	Iteration 119Q: 3 clusters Score -3239541 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -3239552.250000 Penalty: 5113.025391
	Iteration 120F: 3 clusters Score -3239552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -3239548.500000 Penalty: 5113.025391
	Iteration 121Q: 3 clusters Score -3239548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -3239550.250000 Penalty: 5113.025391
	Iteration 122Q: 3 clusters Score -3239550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -3239556.000000 Penalty: 5113.025391
	Iteration 123Q: 3 clusters Score -3239556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -3239558.750000 Penalty: 5113.025391
	Iteration 124Q: 3 clusters Score -3239559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -3239560.500000 Penalty: 5113.025391
	Iteration 125Q: 3 clusters Score -3239560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -3239563.000000 Penalty: 5113.025391
	Iteration 126Q: 3 clusters Score -3239563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -3239567.750000 Penalty: 5113.025391
	Iteration 127Q: 3 clusters Score -3239568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -3239564.750000 Penalty: 5113.025391
	Iteration 128Q: 3 clusters Score -3239565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -3239564.000000 Penalty: 5113.025391
	Iteration 129Q: 3 clusters Score -3239564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -3239571.500000 Penalty: 5113.025391
	Iteration 130Q: 3 clusters Score -3239572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -3239569.000000 Penalty: 5113.025391
	Iteration 131Q: 3 clusters Score -3239569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -3239573.000000 Penalty: 5113.025391
	Iteration 132Q: 3 clusters Score -3239573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -3239574.500000 Penalty: 5113.025391
	Iteration 133Q: 3 clusters Score -3239574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -3239574.750000 Penalty: 5113.025391
	Iteration 134Q: 3 clusters Score -3239575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -3239573.250000 Penalty: 5113.025391
	Iteration 135Q: 3 clusters Score -3239573 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -3239580.750000 Penalty: 5113.025391
	Iteration 136Q: 3 clusters Score -3239581 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -3239578.750000 Penalty: 5113.025391
	Iteration 137Q: 3 clusters Score -3239579 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -3239586.500000 Penalty: 5113.025391
	Iteration 138Q: 3 clusters Score -3239586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -3239584.250000 Penalty: 5113.025391
	Iteration 139Q: 3 clusters Score -3239584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -3239579.500000 Penalty: 5113.025391
	Iteration 140F: 3 clusters Score -3239580 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -3239579.750000 Penalty: 5113.025391
	Iteration 141Q: 3 clusters Score -3239580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -3239586.000000 Penalty: 5113.025391
	Iteration 142Q: 3 clusters Score -3239586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -3239590.000000 Penalty: 5113.025391
	Iteration 143Q: 3 clusters Score -3239590 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -3239589.750000 Penalty: 5113.025391
	Iteration 144Q: 3 clusters Score -3239590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -3239586.250000 Penalty: 5113.025391
	Iteration 145Q: 3 clusters Score -3239586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -3239586.250000 Penalty: 5113.025391
	Iteration 146Q: 3 clusters Score -3239586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -3239592.000000 Penalty: 5113.025391
	Iteration 147Q: 3 clusters Score -3239592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -3239593.000000 Penalty: 5113.025391
	Iteration 148Q: 3 clusters Score -3239593 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -3239591.750000 Penalty: 5113.025391
	Iteration 149Q: 3 clusters Score -3239592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -3239588.500000 Penalty: 5113.025391
	Iteration 150Q: 3 clusters Score -3239588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -3239588.500000 Penalty: 5113.025391
	Iteration 151Q: 3 clusters Score -3239588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -3239595.000000 Penalty: 5113.025391
	Iteration 152Q: 3 clusters Score -3239595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -3239589.500000 Penalty: 5113.025391
	Iteration 153Q: 3 clusters Score -3239590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -3239592.750000 Penalty: 5113.025391
	Iteration 154Q: 3 clusters Score -3239593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -3239591.500000 Penalty: 5113.025391
	Iteration 155Q: 3 clusters Score -3239592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -3239588.500000 Penalty: 5113.025391
	Iteration 156Q: 3 clusters Score -3239588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -3239595.750000 Penalty: 5113.025391
	Iteration 157Q: 3 clusters Score -3239596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -3239597.500000 Penalty: 5113.025391
	Iteration 158Q: 3 clusters Score -3239598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -3239597.750000 Penalty: 5113.025391
	Iteration 159Q: 3 clusters Score -3239598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -3239593.000000 Penalty: 5113.025391
	Iteration 160F: 3 clusters Score -3239593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -3239593.500000 Penalty: 5113.025391
	Iteration 161Q: 3 clusters Score -3239594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -3239591.750000 Penalty: 5113.025391
	Iteration 162Q: 3 clusters Score -3239592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -3239593.250000 Penalty: 5113.025391
	Iteration 163Q: 3 clusters Score -3239593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -3239591.500000 Penalty: 5113.025391
	Iteration 164Q: 3 clusters Score -3239592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -3239593.250000 Penalty: 5113.025391
	Iteration 165Q: 3 clusters Score -3239593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -3239593.250000 Penalty: 5113.025391
	Iteration 166F: 3 clusters Score -3239593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (12026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Entering Unmasked Estep 
Score: -1109969.500000 Penalty: 2329.916748
	Iteration 0F: 2 clusters Score -1109970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1101109.375000 Penalty: 4659.833496
	Iteration 0F: 3 clusters Score -1101109 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1103981.875000 Penalty: 4659.833496
	Iteration 1F: 3 clusters Score -1103982 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1104502.875000 Penalty: 4659.833496
	Iteration 2F: 3 clusters Score -1104503 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1104995.750000 Penalty: 4659.833496
	Iteration 3F: 3 clusters Score -1104996 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1105461.125000 Penalty: 4659.833496
	Iteration 4F: 3 clusters Score -1105461 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1105905.125000 Penalty: 4659.833496
	Iteration 5F: 3 clusters Score -1105905 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1106311.625000 Penalty: 4659.833496
	Iteration 6F: 3 clusters Score -1106312 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1106691.750000 Penalty: 4659.833496
	Iteration 7Q: 3 clusters Score -1106692 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1107036.375000 Penalty: 4659.833496
	Iteration 8Q: 3 clusters Score -1107036 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1107324.500000 Penalty: 4659.833496
	Iteration 9Q: 3 clusters Score -1107324 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1107539.625000 Penalty: 4659.833496
	Iteration 10Q: 3 clusters Score -1107540 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1107720.000000 Penalty: 4659.833496
	Iteration 11Q: 3 clusters Score -1107720 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1107830.125000 Penalty: 4659.833496
	Iteration 12Q: 3 clusters Score -1107830 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1107912.875000 Penalty: 4659.833496
	Iteration 13Q: 3 clusters Score -1107913 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1107984.375000 Penalty: 4659.833496
	Iteration 14Q: 3 clusters Score -1107984 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1108045.125000 Penalty: 4659.833496
	Iteration 15Q: 3 clusters Score -1108045 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1108098.125000 Penalty: 4659.833496
	Iteration 16Q: 3 clusters Score -1108098 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1108132.625000 Penalty: 4659.833496
	Iteration 17Q: 3 clusters Score -1108133 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1108173.625000 Penalty: 4659.833496
	Iteration 18Q: 3 clusters Score -1108174 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1108201.625000 Penalty: 4659.833496
	Iteration 19Q: 3 clusters Score -1108202 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1108226.750000 Penalty: 4659.833496
	Iteration 20F: 3 clusters Score -1108227 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1108259.250000 Penalty: 4659.833496
	Iteration 21Q: 3 clusters Score -1108259 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1108282.625000 Penalty: 4659.833496
	Iteration 22Q: 3 clusters Score -1108283 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1108310.125000 Penalty: 4659.833496
	Iteration 23Q: 3 clusters Score -1108310 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1108339.000000 Penalty: 4659.833496
	Iteration 24Q: 3 clusters Score -1108339 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1108362.750000 Penalty: 4659.833496
	Iteration 25Q: 3 clusters Score -1108363 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1108392.500000 Penalty: 4659.833496
	Iteration 26Q: 3 clusters Score -1108392 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1108417.625000 Penalty: 4659.833496
	Iteration 27Q: 3 clusters Score -1108418 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1108445.375000 Penalty: 4659.833496
	Iteration 28Q: 3 clusters Score -1108445 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1108465.625000 Penalty: 4659.833496
	Iteration 29Q: 3 clusters Score -1108466 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1108482.875000 Penalty: 4659.833496
	Iteration 30Q: 3 clusters Score -1108483 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1108498.500000 Penalty: 4659.833496
	Iteration 31Q: 3 clusters Score -1108498 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1108506.500000 Penalty: 4659.833496
	Iteration 32Q: 3 clusters Score -1108506 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1108513.000000 Penalty: 4659.833496
	Iteration 33Q: 3 clusters Score -1108513 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1108523.000000 Penalty: 4659.833496
	Iteration 34Q: 3 clusters Score -1108523 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1108531.250000 Penalty: 4659.833496
	Iteration 35Q: 3 clusters Score -1108531 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1108534.250000 Penalty: 4659.833496
	Iteration 36Q: 3 clusters Score -1108534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1108537.375000 Penalty: 4659.833496
	Iteration 37Q: 3 clusters Score -1108537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1108540.250000 Penalty: 4659.833496
	Iteration 38Q: 3 clusters Score -1108540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1108548.625000 Penalty: 4659.833496
	Iteration 39Q: 3 clusters Score -1108549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1108549.125000 Penalty: 4659.833496
	Iteration 40F: 3 clusters Score -1108549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1108551.500000 Penalty: 4659.833496
	Iteration 41Q: 3 clusters Score -1108552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1108555.375000 Penalty: 4659.833496
	Iteration 42Q: 3 clusters Score -1108555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1108557.125000 Penalty: 4659.833496
	Iteration 43Q: 3 clusters Score -1108557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1108554.500000 Penalty: 4659.833496
	Iteration 44Q: 3 clusters Score -1108554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1108555.875000 Penalty: 4659.833496
	Iteration 45Q: 3 clusters Score -1108556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1108556.750000 Penalty: 4659.833496
	Iteration 46Q: 3 clusters Score -1108557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1108557.750000 Penalty: 4659.833496
	Iteration 47Q: 3 clusters Score -1108558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1108556.875000 Penalty: 4659.833496
	Iteration 48Q: 3 clusters Score -1108557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1108556.875000 Penalty: 4659.833496
	Iteration 49F: 3 clusters Score -1108557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (3507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Entering Unmasked Estep 
Score: -302799.843750 Penalty: 2024.304077
	Iteration 0F: 2 clusters Score -302799.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -299292.406250 Penalty: 4048.608154
	Iteration 0F: 3 clusters Score -299292.4 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -300486.906250 Penalty: 4048.608154
	Iteration 1F: 3 clusters Score -300486.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -300874.437500 Penalty: 4048.608154
	Iteration 2F: 3 clusters Score -300874.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -301145.406250 Penalty: 4048.608154
	Iteration 3F: 3 clusters Score -301145.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -301365.500000 Penalty: 4048.608154
	Iteration 4F: 3 clusters Score -301365.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -301497.500000 Penalty: 4048.608154
	Iteration 5Q: 3 clusters Score -301497.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -301594.062500 Penalty: 4048.608154
	Iteration 6Q: 3 clusters Score -301594.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -301663.093750 Penalty: 4048.608154
	Iteration 7Q: 3 clusters Score -301663.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -301723.343750 Penalty: 4048.608154
	Iteration 8Q: 3 clusters Score -301723.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -301785.406250 Penalty: 4048.608154
	Iteration 9Q: 3 clusters Score -301785.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -301856.906250 Penalty: 4048.608154
	Iteration 10Q: 3 clusters Score -301856.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -301909.812500 Penalty: 4048.608154
	Iteration 11Q: 3 clusters Score -301909.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -301937.406250 Penalty: 4048.608154
	Iteration 12Q: 3 clusters Score -301937.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -301954.437500 Penalty: 4048.608154
	Iteration 13Q: 3 clusters Score -301954.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -301974.468750 Penalty: 4048.608154
	Iteration 14Q: 3 clusters Score -301974.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -301994.125000 Penalty: 4048.608154
	Iteration 15Q: 3 clusters Score -301994.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -302007.968750 Penalty: 4048.608154
	Iteration 16Q: 3 clusters Score -302008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -302016.437500 Penalty: 4048.608154
	Iteration 17Q: 3 clusters Score -302016.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -302024.718750 Penalty: 4048.608154
	Iteration 18Q: 3 clusters Score -302024.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -302031.062500 Penalty: 4048.608154
	Iteration 19Q: 3 clusters Score -302031.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -302036.218750 Penalty: 4048.608154
	Iteration 20F: 3 clusters Score -302036.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -302042.468750 Penalty: 4048.608154
	Iteration 21Q: 3 clusters Score -302042.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -302047.750000 Penalty: 4048.608154
	Iteration 22Q: 3 clusters Score -302047.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -302049.781250 Penalty: 4048.608154
	Iteration 23Q: 3 clusters Score -302049.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -302051.656250 Penalty: 4048.608154
	Iteration 24Q: 3 clusters Score -302051.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -302052.875000 Penalty: 4048.608154
	Iteration 25Q: 3 clusters Score -302052.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -302055.500000 Penalty: 4048.608154
	Iteration 26Q: 3 clusters Score -302055.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -302057.031250 Penalty: 4048.608154
	Iteration 27Q: 3 clusters Score -302057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -302057.281250 Penalty: 4048.608154
	Iteration 28Q: 3 clusters Score -302057.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -302058.187500 Penalty: 4048.608154
	Iteration 29Q: 3 clusters Score -302058.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -302058.187500 Penalty: 4048.608154
	Iteration 30F: 3 clusters Score -302058.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Entering Unmasked Estep 
Score: -219776.921875 Penalty: 1892.354370
	Iteration 0F: 2 clusters Score -219776.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -217083.515625 Penalty: 3784.708740
	Iteration 0F: 3 clusters Score -217083.5 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -217516.406250 Penalty: 3784.708740
	Iteration 1F: 3 clusters Score -217516.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -217634.500000 Penalty: 3784.708740
	Iteration 2F: 3 clusters Score -217634.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -217712.578125 Penalty: 3784.708740
	Iteration 3Q: 3 clusters Score -217712.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -217747.531250 Penalty: 3784.708740
	Iteration 4Q: 3 clusters Score -217747.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -217773.515625 Penalty: 3784.708740
	Iteration 5Q: 3 clusters Score -217773.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -217799.046875 Penalty: 3784.708740
	Iteration 6Q: 3 clusters Score -217799 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -217812.890625 Penalty: 3784.708740
	Iteration 7Q: 3 clusters Score -217812.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -217831.281250 Penalty: 3784.708740
	Iteration 8Q: 3 clusters Score -217831.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -217845.515625 Penalty: 3784.708740
	Iteration 9Q: 3 clusters Score -217845.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -217854.625000 Penalty: 3784.708740
	Iteration 10Q: 3 clusters Score -217854.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -217864.171875 Penalty: 3784.708740
	Iteration 11Q: 3 clusters Score -217864.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -217876.640625 Penalty: 3784.708740
	Iteration 12Q: 3 clusters Score -217876.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -217881.796875 Penalty: 3784.708740
	Iteration 13Q: 3 clusters Score -217881.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -217889.562500 Penalty: 3784.708740
	Iteration 14Q: 3 clusters Score -217889.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -217897.531250 Penalty: 3784.708740
	Iteration 15Q: 3 clusters Score -217897.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -217905.921875 Penalty: 3784.708740
	Iteration 16Q: 3 clusters Score -217905.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -217915.078125 Penalty: 3784.708740
	Iteration 17Q: 3 clusters Score -217915.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -217924.953125 Penalty: 3784.708740
	Iteration 18Q: 3 clusters Score -217925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -217929.203125 Penalty: 3784.708740
	Iteration 19Q: 3 clusters Score -217929.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -217934.500000 Penalty: 3784.708740
	Iteration 20F: 3 clusters Score -217934.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -217940.406250 Penalty: 3784.708740
	Iteration 21Q: 3 clusters Score -217940.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -217946.406250 Penalty: 3784.708740
	Iteration 22Q: 3 clusters Score -217946.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -217953.296875 Penalty: 3784.708740
	Iteration 23Q: 3 clusters Score -217953.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -217960.343750 Penalty: 3784.708740
	Iteration 24Q: 3 clusters Score -217960.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -217967.187500 Penalty: 3784.708740
	Iteration 25Q: 3 clusters Score -217967.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -217971.062500 Penalty: 3784.708740
	Iteration 26Q: 3 clusters Score -217971.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -217974.750000 Penalty: 3784.708740
	Iteration 27Q: 3 clusters Score -217974.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -217976.140625 Penalty: 3784.708740
	Iteration 28Q: 3 clusters Score -217976.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -217978.078125 Penalty: 3784.708740
	Iteration 29Q: 3 clusters Score -217978.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -217980.234375 Penalty: 3784.708740
	Iteration 30Q: 3 clusters Score -217980.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -217980.765625 Penalty: 3784.708740
	Iteration 31Q: 3 clusters Score -217980.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -217981.218750 Penalty: 3784.708740
	Iteration 32Q: 3 clusters Score -217981.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -217982.593750 Penalty: 3784.708740
	Iteration 33Q: 3 clusters Score -217982.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -217985.171875 Penalty: 3784.708740
	Iteration 34Q: 3 clusters Score -217985.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -217988.015625 Penalty: 3784.708740
	Iteration 35Q: 3 clusters Score -217988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -217991.171875 Penalty: 3784.708740
	Iteration 36Q: 3 clusters Score -217991.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -218000.531250 Penalty: 3784.708740
	Iteration 37Q: 3 clusters Score -218000.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -218006.859375 Penalty: 3784.708740
	Iteration 38Q: 3 clusters Score -218006.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -218013.281250 Penalty: 3784.708740
	Iteration 39Q: 3 clusters Score -218013.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -218020.312500 Penalty: 3784.708740
	Iteration 40F: 3 clusters Score -218020.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -218026.109375 Penalty: 3784.708740
	Iteration 41Q: 3 clusters Score -218026.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -218031.703125 Penalty: 3784.708740
	Iteration 42Q: 3 clusters Score -218031.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -218038.156250 Penalty: 3784.708740
	Iteration 43Q: 3 clusters Score -218038.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -218042.234375 Penalty: 3784.708740
	Iteration 44Q: 3 clusters Score -218042.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -218046.343750 Penalty: 3784.708740
	Iteration 45Q: 3 clusters Score -218046.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -218048.062500 Penalty: 3784.708740
	Iteration 46Q: 3 clusters Score -218048.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -218050.828125 Penalty: 3784.708740
	Iteration 47Q: 3 clusters Score -218050.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -218056.312500 Penalty: 3784.708740
	Iteration 48Q: 3 clusters Score -218056.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -218060.546875 Penalty: 3784.708740
	Iteration 49Q: 3 clusters Score -218060.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -218066.203125 Penalty: 3784.708740
	Iteration 50Q: 3 clusters Score -218066.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -218070.984375 Penalty: 3784.708740
	Iteration 51Q: 3 clusters Score -218071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -218073.078125 Penalty: 3784.708740
	Iteration 52Q: 3 clusters Score -218073.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -218073.968750 Penalty: 3784.708740
	Iteration 53Q: 3 clusters Score -218074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -218074.906250 Penalty: 3784.708740
	Iteration 54Q: 3 clusters Score -218074.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -218075.578125 Penalty: 3784.708740
	Iteration 55Q: 3 clusters Score -218075.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -218076.078125 Penalty: 3784.708740
	Iteration 56Q: 3 clusters Score -218076.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -218076.078125 Penalty: 3784.708740
	Iteration 57F: 3 clusters Score -218076.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Entering Unmasked Estep 
Score: -172898.000000 Penalty: 1835.959106
	Iteration 0F: 2 clusters Score -172898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -170497.843750 Penalty: 3671.918213
	Iteration 0F: 3 clusters Score -170497.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -170916.828125 Penalty: 3671.918213
	Iteration 1F: 3 clusters Score -170916.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -171041.937500 Penalty: 3671.918213
	Iteration 2F: 3 clusters Score -171041.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -171124.062500 Penalty: 3671.918213
	Iteration 3Q: 3 clusters Score -171124.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -171206.187500 Penalty: 3671.918213
	Iteration 4Q: 3 clusters Score -171206.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -171258.562500 Penalty: 3671.918213
	Iteration 5Q: 3 clusters Score -171258.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -171310.546875 Penalty: 3671.918213
	Iteration 6Q: 3 clusters Score -171310.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -171390.593750 Penalty: 3671.918213
	Iteration 7Q: 3 clusters Score -171390.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -171482.671875 Penalty: 3671.918213
	Iteration 8Q: 3 clusters Score -171482.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -171590.281250 Penalty: 3671.918213
	Iteration 9Q: 3 clusters Score -171590.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -171680.562500 Penalty: 3671.918213
	Iteration 10Q: 3 clusters Score -171680.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -171753.562500 Penalty: 3671.918213
	Iteration 11Q: 3 clusters Score -171753.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -171810.500000 Penalty: 3671.918213
	Iteration 12Q: 3 clusters Score -171810.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -171862.312500 Penalty: 3671.918213
	Iteration 13Q: 3 clusters Score -171862.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -171895.187500 Penalty: 3671.918213
	Iteration 14Q: 3 clusters Score -171895.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -171929.093750 Penalty: 3671.918213
	Iteration 15Q: 3 clusters Score -171929.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -171951.125000 Penalty: 3671.918213
	Iteration 16Q: 3 clusters Score -171951.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -171956.468750 Penalty: 3671.918213
	Iteration 17Q: 3 clusters Score -171956.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -171959.281250 Penalty: 3671.918213
	Iteration 18Q: 3 clusters Score -171959.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -171961.890625 Penalty: 3671.918213
	Iteration 19Q: 3 clusters Score -171961.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -171963.968750 Penalty: 3671.918213
	Iteration 20F: 3 clusters Score -171964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -171965.281250 Penalty: 3671.918213
	Iteration 21Q: 3 clusters Score -171965.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -171966.359375 Penalty: 3671.918213
	Iteration 22Q: 3 clusters Score -171966.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -171966.359375 Penalty: 3671.918213
	Iteration 23F: 3 clusters Score -171966.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (1095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Entering Unmasked Estep 
Score: -111039.296875 Penalty: 1735.630371
	Iteration 0F: 2 clusters Score -111039.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -109094.570312 Penalty: 3471.260742
	Iteration 0F: 3 clusters Score -109094.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -109452.250000 Penalty: 3471.260742
	Iteration 1F: 3 clusters Score -109452.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -109590.296875 Penalty: 3471.260742
	Iteration 2F: 3 clusters Score -109590.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -109685.382812 Penalty: 3471.260742
	Iteration 3Q: 3 clusters Score -109685.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -109794.781250 Penalty: 3471.260742
	Iteration 4Q: 3 clusters Score -109794.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -109899.929688 Penalty: 3471.260742
	Iteration 5Q: 3 clusters Score -109899.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -110016.476562 Penalty: 3471.260742
	Iteration 6Q: 3 clusters Score -110016.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -110140.617188 Penalty: 3471.260742
	Iteration 7Q: 3 clusters Score -110140.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -110204.945312 Penalty: 3471.260742
	Iteration 8Q: 3 clusters Score -110204.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -110243.625000 Penalty: 3471.260742
	Iteration 9Q: 3 clusters Score -110243.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -110265.429688 Penalty: 3471.260742
	Iteration 10Q: 3 clusters Score -110265.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -110278.234375 Penalty: 3471.260742
	Iteration 11Q: 3 clusters Score -110278.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -110291.484375 Penalty: 3471.260742
	Iteration 12Q: 3 clusters Score -110291.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -110307.953125 Penalty: 3471.260742
	Iteration 13Q: 3 clusters Score -110308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -110317.429688 Penalty: 3471.260742
	Iteration 14Q: 3 clusters Score -110317.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -110327.109375 Penalty: 3471.260742
	Iteration 15Q: 3 clusters Score -110327.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -110346.687500 Penalty: 3471.260742
	Iteration 16Q: 3 clusters Score -110346.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -110357.734375 Penalty: 3471.260742
	Iteration 17Q: 3 clusters Score -110357.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -110366.125000 Penalty: 3471.260742
	Iteration 18Q: 3 clusters Score -110366.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -110384.578125 Penalty: 3471.260742
	Iteration 19Q: 3 clusters Score -110384.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -110393.085938 Penalty: 3471.260742
	Iteration 20F: 3 clusters Score -110393.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -110396.554688 Penalty: 3471.260742
	Iteration 21Q: 3 clusters Score -110396.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -110401.328125 Penalty: 3471.260742
	Iteration 22Q: 3 clusters Score -110401.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -110402.867188 Penalty: 3471.260742
	Iteration 23Q: 3 clusters Score -110402.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -110407.835938 Penalty: 3471.260742
	Iteration 24Q: 3 clusters Score -110407.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -110413.921875 Penalty: 3471.260742
	Iteration 25Q: 3 clusters Score -110413.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -110419.265625 Penalty: 3471.260742
	Iteration 26Q: 3 clusters Score -110419.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -110435.343750 Penalty: 3471.260742
	Iteration 27Q: 3 clusters Score -110435.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -110445.273438 Penalty: 3471.260742
	Iteration 28Q: 3 clusters Score -110445.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -110455.125000 Penalty: 3471.260742
	Iteration 29Q: 3 clusters Score -110455.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -110468.976562 Penalty: 3471.260742
	Iteration 30Q: 3 clusters Score -110469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -110484.125000 Penalty: 3471.260742
	Iteration 31Q: 3 clusters Score -110484.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -110514.859375 Penalty: 3471.260742
	Iteration 32Q: 3 clusters Score -110514.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -110583.859375 Penalty: 3471.260742
	Iteration 33Q: 3 clusters Score -110583.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -110670.281250 Penalty: 3471.260742
	Iteration 34Q: 3 clusters Score -110670.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -110733.093750 Penalty: 3471.260742
	Iteration 35Q: 3 clusters Score -110733.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -110767.890625 Penalty: 3471.260742
	Iteration 36Q: 3 clusters Score -110767.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -110824.945312 Penalty: 3471.260742
	Iteration 37Q: 3 clusters Score -110824.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -110892.234375 Penalty: 3471.260742
	Iteration 38Q: 3 clusters Score -110892.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -110902.710938 Penalty: 3471.260742
	Iteration 39Q: 3 clusters Score -110902.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -110905.445312 Penalty: 3471.260742
	Iteration 40F: 3 clusters Score -110905.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -110909.789062 Penalty: 3471.260742
	Iteration 41Q: 3 clusters Score -110909.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -110912.742188 Penalty: 3471.260742
	Iteration 42Q: 3 clusters Score -110912.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -110914.375000 Penalty: 3471.260742
	Iteration 43Q: 3 clusters Score -110914.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -110914.375000 Penalty: 3471.260742
	Iteration 44F: 3 clusters Score -110914.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22138 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101543 members 
Mstep: Class 5 contains 38598 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183346 members 
Mstep: Class 9 contains 15420 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17787 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75132 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13415 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37635 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139871 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13185 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25426 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144700 members 
Mstep: Class 35 contains 26737 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28579 members 
Mstep: Class 38 contains 27255 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16092 members 
Mstep: Class 47 contains 29987 members 
Mstep: Class 48 contains 12026 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176336.000000 Penalty: 179445.484375
Iteration 319Q: 53 clusters Score -1.151763e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22140 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101543 members 
Mstep: Class 5 contains 38599 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183345 members 
Mstep: Class 9 contains 15420 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17787 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75133 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13415 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37635 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139872 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13185 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25426 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144699 members 
Mstep: Class 35 contains 26737 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28576 members 
Mstep: Class 38 contains 27255 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16092 members 
Mstep: Class 47 contains 29987 members 
Mstep: Class 48 contains 12026 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176304.000000 Penalty: 179445.484375
Iteration 320F: 53 clusters Score -1.151763e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22142 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101543 members 
Mstep: Class 5 contains 38600 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183345 members 
Mstep: Class 9 contains 15420 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17787 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75133 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13415 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37635 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139874 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13185 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25425 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144698 members 
Mstep: Class 35 contains 26737 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28573 members 
Mstep: Class 38 contains 27255 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16092 members 
Mstep: Class 47 contains 29987 members 
Mstep: Class 48 contains 12026 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176352.000000 Penalty: 179445.484375
Iteration 321Q: 53 clusters Score -1.151764e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22142 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101543 members 
Mstep: Class 5 contains 38602 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183345 members 
Mstep: Class 9 contains 15420 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17787 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75133 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13415 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37636 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139878 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13185 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25425 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144695 members 
Mstep: Class 35 contains 26737 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28569 members 
Mstep: Class 38 contains 27255 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16092 members 
Mstep: Class 47 contains 29987 members 
Mstep: Class 48 contains 12026 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176312.000000 Penalty: 179445.484375
Iteration 322Q: 53 clusters Score -1.151763e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22144 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101543 members 
Mstep: Class 5 contains 38602 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183343 members 
Mstep: Class 9 contains 15420 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17788 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75133 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13415 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37636 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139878 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13185 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25425 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144698 members 
Mstep: Class 35 contains 26736 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28566 members 
Mstep: Class 38 contains 27255 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16092 members 
Mstep: Class 47 contains 29987 members 
Mstep: Class 48 contains 12026 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176352.000000 Penalty: 179445.484375
Iteration 323Q: 53 clusters Score -1.151764e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22148 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101543 members 
Mstep: Class 5 contains 38603 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183345 members 
Mstep: Class 9 contains 15420 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17788 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75133 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13415 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37639 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139879 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13185 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25425 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144692 members 
Mstep: Class 35 contains 26736 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28562 members 
Mstep: Class 38 contains 27255 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16092 members 
Mstep: Class 47 contains 29987 members 
Mstep: Class 48 contains 12025 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176312.000000 Penalty: 179445.484375
Iteration 324Q: 53 clusters Score -1.151763e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22154 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101543 members 
Mstep: Class 5 contains 38603 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183346 members 
Mstep: Class 9 contains 15419 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17788 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75133 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13415 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37642 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139879 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13185 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25425 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144688 members 
Mstep: Class 35 contains 26736 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28555 members 
Mstep: Class 38 contains 27255 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16092 members 
Mstep: Class 47 contains 29987 members 
Mstep: Class 48 contains 12027 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176232.000000 Penalty: 179445.484375
Iteration 325Q: 53 clusters Score -1.151762e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22159 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101542 members 
Mstep: Class 5 contains 38605 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183347 members 
Mstep: Class 9 contains 15418 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17788 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75133 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13415 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37642 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139882 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13186 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25424 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144686 members 
Mstep: Class 35 contains 26737 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28547 members 
Mstep: Class 38 contains 27255 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16092 members 
Mstep: Class 47 contains 29987 members 
Mstep: Class 48 contains 12027 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176208.000000 Penalty: 179445.484375
Iteration 326Q: 53 clusters Score -1.151762e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22171 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101542 members 
Mstep: Class 5 contains 38608 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183348 members 
Mstep: Class 9 contains 15418 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 17788 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75133 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13415 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37642 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139879 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13186 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25424 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144685 members 
Mstep: Class 35 contains 26736 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28537 members 
Mstep: Class 38 contains 27255 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16092 members 
Mstep: Class 47 contains 29986 members 
Mstep: Class 48 contains 12027 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176264.000000 Penalty: 179445.484375
Iteration 327Q: 53 clusters Score -1.151763e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22177 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101544 members 
Mstep: Class 5 contains 38611 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183348 members 
Mstep: Class 9 contains 15418 members 
Mstep: Class 10 contains 7207 members 
Mstep: Class 11 contains 17788 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75132 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13415 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37642 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139880 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13186 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25424 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144684 members 
Mstep: Class 35 contains 26736 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28527 members 
Mstep: Class 38 contains 27255 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16092 members 
Mstep: Class 47 contains 29985 members 
Mstep: Class 48 contains 12027 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176248.000000 Penalty: 179445.484375
Iteration 328Q: 53 clusters Score -1.151762e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22185 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101542 members 
Mstep: Class 5 contains 38616 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183350 members 
Mstep: Class 9 contains 15418 members 
Mstep: Class 10 contains 7207 members 
Mstep: Class 11 contains 17788 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75133 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13415 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37641 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139872 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13186 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25424 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144683 members 
Mstep: Class 35 contains 26741 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28518 members 
Mstep: Class 38 contains 27255 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16092 members 
Mstep: Class 47 contains 29986 members 
Mstep: Class 48 contains 12026 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176208.000000 Penalty: 179445.484375
Iteration 329Q: 53 clusters Score -1.151762e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22194 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101539 members 
Mstep: Class 5 contains 38621 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183343 members 
Mstep: Class 9 contains 15417 members 
Mstep: Class 10 contains 7207 members 
Mstep: Class 11 contains 17788 members 
Mstep: Class 12 contains 7033 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75133 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13415 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37643 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139867 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13186 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25424 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144689 members 
Mstep: Class 35 contains 26743 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28512 members 
Mstep: Class 38 contains 27255 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16092 members 
Mstep: Class 47 contains 29986 members 
Mstep: Class 48 contains 12025 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176304.000000 Penalty: 179445.484375
Iteration 330Q: 53 clusters Score -1.151763e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22197 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101534 members 
Mstep: Class 5 contains 38626 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183338 members 
Mstep: Class 9 contains 15417 members 
Mstep: Class 10 contains 7207 members 
Mstep: Class 11 contains 17788 members 
Mstep: Class 12 contains 7033 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75133 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13415 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37643 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139876 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13186 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25424 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144685 members 
Mstep: Class 35 contains 26744 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28510 members 
Mstep: Class 38 contains 27255 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16092 members 
Mstep: Class 47 contains 29985 members 
Mstep: Class 48 contains 12024 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176072.000000 Penalty: 179445.484375
Iteration 331Q: 53 clusters Score -1.151761e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22196 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101529 members 
Mstep: Class 5 contains 38634 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183335 members 
Mstep: Class 9 contains 15417 members 
Mstep: Class 10 contains 7207 members 
Mstep: Class 11 contains 17788 members 
Mstep: Class 12 contains 7033 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75134 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13414 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37643 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139885 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13186 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25424 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20441 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144687 members 
Mstep: Class 35 contains 26742 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28504 members 
Mstep: Class 38 contains 27254 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16092 members 
Mstep: Class 47 contains 29985 members 
Mstep: Class 48 contains 12024 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176112.000000 Penalty: 179445.484375
Iteration 332Q: 53 clusters Score -1.151761e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22198 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101527 members 
Mstep: Class 5 contains 38641 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183338 members 
Mstep: Class 9 contains 15417 members 
Mstep: Class 10 contains 7207 members 
Mstep: Class 11 contains 17787 members 
Mstep: Class 12 contains 7033 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75135 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13414 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37646 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139870 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13186 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25422 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144695 members 
Mstep: Class 35 contains 26740 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28499 members 
Mstep: Class 38 contains 27254 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16093 members 
Mstep: Class 47 contains 29986 members 
Mstep: Class 48 contains 12024 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176304.000000 Penalty: 179445.484375
Iteration 333Q: 53 clusters Score -1.151763e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22198 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101524 members 
Mstep: Class 5 contains 38649 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183342 members 
Mstep: Class 9 contains 15417 members 
Mstep: Class 10 contains 7207 members 
Mstep: Class 11 contains 17787 members 
Mstep: Class 12 contains 7033 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75135 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13415 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37646 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139870 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13186 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25422 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144689 members 
Mstep: Class 35 contains 26740 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28496 members 
Mstep: Class 38 contains 27255 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16092 members 
Mstep: Class 47 contains 29986 members 
Mstep: Class 48 contains 12023 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176312.000000 Penalty: 179445.484375
Iteration 334Q: 53 clusters Score -1.151763e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22198 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101524 members 
Mstep: Class 5 contains 38655 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183334 members 
Mstep: Class 9 contains 15418 members 
Mstep: Class 10 contains 7207 members 
Mstep: Class 11 contains 17786 members 
Mstep: Class 12 contains 7032 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75134 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13414 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37648 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139882 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13186 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25422 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144686 members 
Mstep: Class 35 contains 26740 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28491 members 
Mstep: Class 38 contains 27255 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16092 members 
Mstep: Class 47 contains 29987 members 
Mstep: Class 48 contains 12021 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176368.000000 Penalty: 179445.484375
Iteration 335Q: 53 clusters Score -1.151764e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22194 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101524 members 
Mstep: Class 5 contains 38658 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183328 members 
Mstep: Class 9 contains 15417 members 
Mstep: Class 10 contains 7207 members 
Mstep: Class 11 contains 17787 members 
Mstep: Class 12 contains 7031 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75134 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13415 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37646 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139894 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13186 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25423 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144682 members 
Mstep: Class 35 contains 26739 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28492 members 
Mstep: Class 38 contains 27255 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16092 members 
Mstep: Class 47 contains 29987 members 
Mstep: Class 48 contains 12021 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176312.000000 Penalty: 179445.484375
Iteration 336Q: 53 clusters Score -1.151763e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22195 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101522 members 
Mstep: Class 5 contains 38661 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183333 members 
Mstep: Class 9 contains 15417 members 
Mstep: Class 10 contains 7207 members 
Mstep: Class 11 contains 17787 members 
Mstep: Class 12 contains 7032 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75134 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13415 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37646 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139880 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13186 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25423 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144690 members 
Mstep: Class 35 contains 26741 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28488 members 
Mstep: Class 38 contains 27255 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16092 members 
Mstep: Class 47 contains 29987 members 
Mstep: Class 48 contains 12021 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176344.000000 Penalty: 179445.484375
Iteration 337Q: 53 clusters Score -1.151763e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22196 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101521 members 
Mstep: Class 5 contains 38663 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183337 members 
Mstep: Class 9 contains 15417 members 
Mstep: Class 10 contains 7207 members 
Mstep: Class 11 contains 17787 members 
Mstep: Class 12 contains 7033 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75134 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13417 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37647 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139874 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13187 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25423 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144689 members 
Mstep: Class 35 contains 26741 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28485 members 
Mstep: Class 38 contains 27255 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16092 members 
Mstep: Class 47 contains 29987 members 
Mstep: Class 48 contains 12020 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176240.000000 Penalty: 179445.484375
Iteration 338Q: 53 clusters Score -1.151762e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22200 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101521 members 
Mstep: Class 5 contains 38664 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183335 members 
Mstep: Class 9 contains 15417 members 
Mstep: Class 10 contains 7207 members 
Mstep: Class 11 contains 17786 members 
Mstep: Class 12 contains 7033 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75133 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13418 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37646 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139893 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13187 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25423 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144677 members 
Mstep: Class 35 contains 26742 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28478 members 
Mstep: Class 38 contains 27255 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16092 members 
Mstep: Class 47 contains 29985 members 
Mstep: Class 48 contains 12020 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176192.000000 Penalty: 179445.484375
Iteration 339Q: 53 clusters Score -1.151762e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22204 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101519 members 
Mstep: Class 5 contains 38666 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183339 members 
Mstep: Class 9 contains 15417 members 
Mstep: Class 10 contains 7207 members 
Mstep: Class 11 contains 17787 members 
Mstep: Class 12 contains 7033 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75132 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13418 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37647 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139890 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13187 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25423 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144670 members 
Mstep: Class 35 contains 26744 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28476 members 
Mstep: Class 38 contains 27255 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16092 members 
Mstep: Class 47 contains 29986 members 
Mstep: Class 48 contains 12020 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176176.000000 Penalty: 179445.484375
Iteration 340F: 53 clusters Score -1.151762e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22204 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101519 members 
Mstep: Class 5 contains 38666 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183345 members 
Mstep: Class 9 contains 15417 members 
Mstep: Class 10 contains 7207 members 
Mstep: Class 11 contains 17787 members 
Mstep: Class 12 contains 7033 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75131 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13416 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37646 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139904 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13187 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25423 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144660 members 
Mstep: Class 35 contains 26743 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28473 members 
Mstep: Class 38 contains 27255 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16091 members 
Mstep: Class 47 contains 29985 members 
Mstep: Class 48 contains 12020 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176232.000000 Penalty: 179445.484375
Iteration 341Q: 53 clusters Score -1.151762e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22202 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101519 members 
Mstep: Class 5 contains 38667 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183346 members 
Mstep: Class 9 contains 15416 members 
Mstep: Class 10 contains 7207 members 
Mstep: Class 11 contains 17788 members 
Mstep: Class 12 contains 7033 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75131 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13416 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37649 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139901 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13187 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25422 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144661 members 
Mstep: Class 35 contains 26744 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28471 members 
Mstep: Class 38 contains 27256 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16090 members 
Mstep: Class 47 contains 29985 members 
Mstep: Class 48 contains 12021 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176272.000000 Penalty: 179445.484375
Iteration 342Q: 53 clusters Score -1.151763e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22198 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101519 members 
Mstep: Class 5 contains 38672 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183345 members 
Mstep: Class 9 contains 15416 members 
Mstep: Class 10 contains 7207 members 
Mstep: Class 11 contains 17788 members 
Mstep: Class 12 contains 7033 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75131 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13416 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37651 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139907 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13187 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25422 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144657 members 
Mstep: Class 35 contains 26744 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28468 members 
Mstep: Class 38 contains 27256 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16090 members 
Mstep: Class 47 contains 29984 members 
Mstep: Class 48 contains 12021 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176240.000000 Penalty: 179445.484375
Iteration 343Q: 53 clusters Score -1.151762e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22197 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101519 members 
Mstep: Class 5 contains 38672 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183344 members 
Mstep: Class 9 contains 15416 members 
Mstep: Class 10 contains 7207 members 
Mstep: Class 11 contains 17788 members 
Mstep: Class 12 contains 7033 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75131 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13416 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37652 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139917 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13187 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25422 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144648 members 
Mstep: Class 35 contains 26745 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28466 members 
Mstep: Class 38 contains 27256 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16090 members 
Mstep: Class 47 contains 29984 members 
Mstep: Class 48 contains 12022 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176280.000000 Penalty: 179445.484375
Iteration 344Q: 53 clusters Score -1.151763e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22193 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101519 members 
Mstep: Class 5 contains 38674 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183353 members 
Mstep: Class 9 contains 15416 members 
Mstep: Class 10 contains 7207 members 
Mstep: Class 11 contains 17788 members 
Mstep: Class 12 contains 7033 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75133 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13417 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37653 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139900 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13187 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25422 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20443 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144652 members 
Mstep: Class 35 contains 26747 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28464 members 
Mstep: Class 38 contains 27257 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16090 members 
Mstep: Class 47 contains 29984 members 
Mstep: Class 48 contains 12022 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176232.000000 Penalty: 179445.484375
Iteration 345Q: 53 clusters Score -1.151762e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22194 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101519 members 
Mstep: Class 5 contains 38674 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183352 members 
Mstep: Class 9 contains 15417 members 
Mstep: Class 10 contains 7207 members 
Mstep: Class 11 contains 17789 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75133 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13418 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37653 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139901 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13187 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25422 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20444 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144650 members 
Mstep: Class 35 contains 26746 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28463 members 
Mstep: Class 38 contains 27257 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16090 members 
Mstep: Class 47 contains 29984 members 
Mstep: Class 48 contains 12020 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176304.000000 Penalty: 179445.484375
Iteration 346Q: 53 clusters Score -1.151763e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22194 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101519 members 
Mstep: Class 5 contains 38674 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183352 members 
Mstep: Class 9 contains 15416 members 
Mstep: Class 10 contains 7207 members 
Mstep: Class 11 contains 17789 members 
Mstep: Class 12 contains 7036 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75133 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13418 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37653 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139895 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13186 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25422 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20443 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144659 members 
Mstep: Class 35 contains 26748 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28458 members 
Mstep: Class 38 contains 27257 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16090 members 
Mstep: Class 47 contains 29984 members 
Mstep: Class 48 contains 12021 members 
Mstep: Class 49 contains 3507 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176216.000000 Penalty: 179445.484375
Iteration 347Q: 53 clusters Score -1.151762e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22188 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101518 members 
Mstep: Class 5 contains 38680 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183350 members 
Mstep: Class 9 contains 15414 members 
Mstep: Class 10 contains 7207 members 
Mstep: Class 11 contains 17788 members 
Mstep: Class 12 contains 7038 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75133 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13418 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37651 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139894 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13186 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25423 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20443 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144663 members 
Mstep: Class 35 contains 26750 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28458 members 
Mstep: Class 38 contains 27257 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16090 members 
Mstep: Class 47 contains 29983 members 
Mstep: Class 48 contains 12021 members 
Mstep: Class 49 contains 3508 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176176.000000 Penalty: 179445.484375
Iteration 348Q: 53 clusters Score -1.151762e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22184 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101516 members 
Mstep: Class 5 contains 38683 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183354 members 
Mstep: Class 9 contains 15413 members 
Mstep: Class 10 contains 7207 members 
Mstep: Class 11 contains 17789 members 
Mstep: Class 12 contains 7036 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75133 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13419 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37651 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139892 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13186 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25425 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20443 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144661 members 
Mstep: Class 35 contains 26752 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28459 members 
Mstep: Class 38 contains 27257 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16090 members 
Mstep: Class 47 contains 29982 members 
Mstep: Class 48 contains 12021 members 
Mstep: Class 49 contains 3508 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176184.000000 Penalty: 179445.484375
Iteration 349Q: 53 clusters Score -1.151762e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22183 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101517 members 
Mstep: Class 5 contains 38681 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183358 members 
Mstep: Class 9 contains 15414 members 
Mstep: Class 10 contains 7207 members 
Mstep: Class 11 contains 17790 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75134 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13420 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37652 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139888 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13188 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25425 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20443 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144659 members 
Mstep: Class 35 contains 26752 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28458 members 
Mstep: Class 38 contains 27257 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16090 members 
Mstep: Class 47 contains 29981 members 
Mstep: Class 48 contains 12021 members 
Mstep: Class 49 contains 3508 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176224.000000 Penalty: 179445.484375
Iteration 350Q: 53 clusters Score -1.151762e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22182 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101511 members 
Mstep: Class 5 contains 38689 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183358 members 
Mstep: Class 9 contains 15414 members 
Mstep: Class 10 contains 7207 members 
Mstep: Class 11 contains 17790 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75135 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13420 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37652 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139881 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13190 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25425 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144668 members 
Mstep: Class 35 contains 26751 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28456 members 
Mstep: Class 38 contains 27257 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16090 members 
Mstep: Class 47 contains 29979 members 
Mstep: Class 48 contains 12021 members 
Mstep: Class 49 contains 3508 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176264.000000 Penalty: 179445.484375
Iteration 351Q: 53 clusters Score -1.151763e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22181 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101510 members 
Mstep: Class 5 contains 38690 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183357 members 
Mstep: Class 9 contains 15413 members 
Mstep: Class 10 contains 7208 members 
Mstep: Class 11 contains 17791 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75135 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13420 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37653 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139880 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13190 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25425 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144670 members 
Mstep: Class 35 contains 26751 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28456 members 
Mstep: Class 38 contains 27257 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16090 members 
Mstep: Class 47 contains 29978 members 
Mstep: Class 48 contains 12021 members 
Mstep: Class 49 contains 3508 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176248.000000 Penalty: 179445.484375
Iteration 352Q: 53 clusters Score -1.151762e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22181 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101509 members 
Mstep: Class 5 contains 38694 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183358 members 
Mstep: Class 9 contains 15412 members 
Mstep: Class 10 contains 7208 members 
Mstep: Class 11 contains 17792 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75135 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13420 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37652 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139877 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13190 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25425 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144673 members 
Mstep: Class 35 contains 26750 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28453 members 
Mstep: Class 38 contains 27257 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16090 members 
Mstep: Class 47 contains 29978 members 
Mstep: Class 48 contains 12021 members 
Mstep: Class 49 contains 3509 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176104.000000 Penalty: 179445.484375
Iteration 353Q: 53 clusters Score -1.151761e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22181 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101509 members 
Mstep: Class 5 contains 38698 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183361 members 
Mstep: Class 9 contains 15411 members 
Mstep: Class 10 contains 7208 members 
Mstep: Class 11 contains 17792 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75135 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13420 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37654 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139869 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13190 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25425 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144677 members 
Mstep: Class 35 contains 26751 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28448 members 
Mstep: Class 38 contains 27257 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16090 members 
Mstep: Class 47 contains 29978 members 
Mstep: Class 48 contains 12021 members 
Mstep: Class 49 contains 3509 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176120.000000 Penalty: 179445.484375
Iteration 354Q: 53 clusters Score -1.151761e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22181 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101509 members 
Mstep: Class 5 contains 38700 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183363 members 
Mstep: Class 9 contains 15411 members 
Mstep: Class 10 contains 7208 members 
Mstep: Class 11 contains 17791 members 
Mstep: Class 12 contains 7036 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75134 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13420 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37654 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139870 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13190 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8130 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25425 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144675 members 
Mstep: Class 35 contains 26753 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28442 members 
Mstep: Class 38 contains 27258 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16090 members 
Mstep: Class 47 contains 29979 members 
Mstep: Class 48 contains 12022 members 
Mstep: Class 49 contains 3509 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176208.000000 Penalty: 179445.484375
Iteration 355Q: 53 clusters Score -1.151762e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22183 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101509 members 
Mstep: Class 5 contains 38704 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183356 members 
Mstep: Class 9 contains 15409 members 
Mstep: Class 10 contains 7208 members 
Mstep: Class 11 contains 17791 members 
Mstep: Class 12 contains 7038 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75134 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13421 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37655 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139878 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13190 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8130 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25423 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144671 members 
Mstep: Class 35 contains 26753 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28437 members 
Mstep: Class 38 contains 27258 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16090 members 
Mstep: Class 47 contains 29980 members 
Mstep: Class 48 contains 12023 members 
Mstep: Class 49 contains 3509 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176136.000000 Penalty: 179445.484375
Iteration 356Q: 53 clusters Score -1.151761e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22180 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101506 members 
Mstep: Class 5 contains 38710 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183355 members 
Mstep: Class 9 contains 15409 members 
Mstep: Class 10 contains 7208 members 
Mstep: Class 11 contains 17791 members 
Mstep: Class 12 contains 7038 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75134 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13420 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37657 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139876 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13190 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8130 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25423 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144676 members 
Mstep: Class 35 contains 26753 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28436 members 
Mstep: Class 38 contains 27258 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16090 members 
Mstep: Class 47 contains 29980 members 
Mstep: Class 48 contains 12021 members 
Mstep: Class 49 contains 3509 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176128.000000 Penalty: 179445.484375
Iteration 357Q: 53 clusters Score -1.151761e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22177 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101503 members 
Mstep: Class 5 contains 38712 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183360 members 
Mstep: Class 9 contains 15409 members 
Mstep: Class 10 contains 7208 members 
Mstep: Class 11 contains 17791 members 
Mstep: Class 12 contains 7038 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75136 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13419 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37657 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139859 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13191 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8130 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25423 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20444 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144686 members 
Mstep: Class 35 contains 26754 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28436 members 
Mstep: Class 38 contains 27258 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16089 members 
Mstep: Class 47 contains 29981 members 
Mstep: Class 48 contains 12022 members 
Mstep: Class 49 contains 3509 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176120.000000 Penalty: 179445.484375
Iteration 358Q: 53 clusters Score -1.151761e+08 nChanged 43
Entering ConstructFrom: 
Score: -115176120.000000 Penalty: 179445.484375
Entering ConstructFrom: 
Trying to split cluster 1 (2761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Entering Unmasked Estep 
Score: -283962.468750 Penalty: 1964.990356
	Iteration 0F: 2 clusters Score -283962.5 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 1366 members 
Entering Unmasked Estep 
Score: -280879.156250 Penalty: 3929.980713
	Iteration 0F: 3 clusters Score -280879.2 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -281459.750000 Penalty: 3929.980713
	Iteration 1F: 3 clusters Score -281459.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -281603.875000 Penalty: 3929.980713
	Iteration 2F: 3 clusters Score -281603.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -281703.406250 Penalty: 3929.980713
	Iteration 3Q: 3 clusters Score -281703.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -281781.968750 Penalty: 3929.980713
	Iteration 4Q: 3 clusters Score -281782 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -281828.312500 Penalty: 3929.980713
	Iteration 5Q: 3 clusters Score -281828.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -281866.031250 Penalty: 3929.980713
	Iteration 6Q: 3 clusters Score -281866 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -281906.500000 Penalty: 3929.980713
	Iteration 7Q: 3 clusters Score -281906.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -281954.125000 Penalty: 3929.980713
	Iteration 8Q: 3 clusters Score -281954.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -282013.687500 Penalty: 3929.980713
	Iteration 9Q: 3 clusters Score -282013.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -282086.500000 Penalty: 3929.980713
	Iteration 10Q: 3 clusters Score -282086.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -282157.406250 Penalty: 3929.980713
	Iteration 11Q: 3 clusters Score -282157.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -282235.062500 Penalty: 3929.980713
	Iteration 12Q: 3 clusters Score -282235.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -282328.031250 Penalty: 3929.980713
	Iteration 13Q: 3 clusters Score -282328 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -282425.343750 Penalty: 3929.980713
	Iteration 14Q: 3 clusters Score -282425.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -282527.156250 Penalty: 3929.980713
	Iteration 15Q: 3 clusters Score -282527.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -282644.406250 Penalty: 3929.980713
	Iteration 16Q: 3 clusters Score -282644.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -282758.000000 Penalty: 3929.980713
	Iteration 17Q: 3 clusters Score -282758 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -282845.000000 Penalty: 3929.980713
	Iteration 18Q: 3 clusters Score -282845 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -282918.562500 Penalty: 3929.980713
	Iteration 19Q: 3 clusters Score -282918.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -282966.625000 Penalty: 3929.980713
	Iteration 20F: 3 clusters Score -282966.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -283015.531250 Penalty: 3929.980713
	Iteration 21Q: 3 clusters Score -283015.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -283049.593750 Penalty: 3929.980713
	Iteration 22Q: 3 clusters Score -283049.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -283075.843750 Penalty: 3929.980713
	Iteration 23Q: 3 clusters Score -283075.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -283091.250000 Penalty: 3929.980713
	Iteration 24Q: 3 clusters Score -283091.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -283098.593750 Penalty: 3929.980713
	Iteration 25Q: 3 clusters Score -283098.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -283102.843750 Penalty: 3929.980713
	Iteration 26Q: 3 clusters Score -283102.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -283109.281250 Penalty: 3929.980713
	Iteration 27Q: 3 clusters Score -283109.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -283115.187500 Penalty: 3929.980713
	Iteration 28Q: 3 clusters Score -283115.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -283120.187500 Penalty: 3929.980713
	Iteration 29Q: 3 clusters Score -283120.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -283123.625000 Penalty: 3929.980713
	Iteration 30Q: 3 clusters Score -283123.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -283127.718750 Penalty: 3929.980713
	Iteration 31Q: 3 clusters Score -283127.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -283131.906250 Penalty: 3929.980713
	Iteration 32Q: 3 clusters Score -283131.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -283137.187500 Penalty: 3929.980713
	Iteration 33Q: 3 clusters Score -283137.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -283143.093750 Penalty: 3929.980713
	Iteration 34Q: 3 clusters Score -283143.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -283148.250000 Penalty: 3929.980713
	Iteration 35Q: 3 clusters Score -283148.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -283154.656250 Penalty: 3929.980713
	Iteration 36Q: 3 clusters Score -283154.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -283157.187500 Penalty: 3929.980713
	Iteration 37Q: 3 clusters Score -283157.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -283157.187500 Penalty: 3929.980713
	Iteration 38F: 3 clusters Score -283157.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Entering Unmasked Estep 
Score: -2299958.500000 Penalty: 2481.655518
	Iteration 0F: 2 clusters Score -2299958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -2284434.000000 Penalty: 4963.311035
	Iteration 0F: 3 clusters Score -2284434 nChanged 9870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -2289841.500000 Penalty: 4963.311035
	Iteration 1F: 3 clusters Score -2289842 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2290491.500000 Penalty: 4963.311035
	Iteration 2F: 3 clusters Score -2290492 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -2291144.250000 Penalty: 4963.311035
	Iteration 3F: 3 clusters Score -2291144 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -2291767.500000 Penalty: 4963.311035
	Iteration 4F: 3 clusters Score -2291768 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -2292445.750000 Penalty: 4963.311035
	Iteration 5F: 3 clusters Score -2292446 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -2293181.000000 Penalty: 4963.311035
	Iteration 6F: 3 clusters Score -2293181 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -2293998.500000 Penalty: 4963.311035
	Iteration 7F: 3 clusters Score -2293998 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -2294785.500000 Penalty: 4963.311035
	Iteration 8F: 3 clusters Score -2294786 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -2295429.500000 Penalty: 4963.311035
	Iteration 9Q: 3 clusters Score -2295430 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -2295997.250000 Penalty: 4963.311035
	Iteration 10Q: 3 clusters Score -2295997 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -2296431.750000 Penalty: 4963.311035
	Iteration 11Q: 3 clusters Score -2296432 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -2296741.750000 Penalty: 4963.311035
	Iteration 12Q: 3 clusters Score -2296742 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -2296957.750000 Penalty: 4963.311035
	Iteration 13Q: 3 clusters Score -2296958 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -2297099.000000 Penalty: 4963.311035
	Iteration 14Q: 3 clusters Score -2297099 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -2297209.250000 Penalty: 4963.311035
	Iteration 15Q: 3 clusters Score -2297209 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -2297289.000000 Penalty: 4963.311035
	Iteration 16Q: 3 clusters Score -2297289 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -2297364.250000 Penalty: 4963.311035
	Iteration 17Q: 3 clusters Score -2297364 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -2297412.500000 Penalty: 4963.311035
	Iteration 18Q: 3 clusters Score -2297412 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -2297439.000000 Penalty: 4963.311035
	Iteration 19Q: 3 clusters Score -2297439 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -2297450.500000 Penalty: 4963.311035
	Iteration 20F: 3 clusters Score -2297450 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -2297470.000000 Penalty: 4963.311035
	Iteration 21Q: 3 clusters Score -2297470 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -2297483.500000 Penalty: 4963.311035
	Iteration 22Q: 3 clusters Score -2297484 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -2297493.750000 Penalty: 4963.311035
	Iteration 23Q: 3 clusters Score -2297494 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -2297494.750000 Penalty: 4963.311035
	Iteration 24Q: 3 clusters Score -2297495 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -2297500.000000 Penalty: 4963.311035
	Iteration 25Q: 3 clusters Score -2297500 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -2297516.750000 Penalty: 4963.311035
	Iteration 26Q: 3 clusters Score -2297517 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -2297526.000000 Penalty: 4963.311035
	Iteration 27Q: 3 clusters Score -2297526 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -2297545.500000 Penalty: 4963.311035
	Iteration 28Q: 3 clusters Score -2297546 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -2297549.000000 Penalty: 4963.311035
	Iteration 29Q: 3 clusters Score -2297549 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -2297559.750000 Penalty: 4963.311035
	Iteration 30Q: 3 clusters Score -2297560 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -2297568.000000 Penalty: 4963.311035
	Iteration 31Q: 3 clusters Score -2297568 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -2297573.000000 Penalty: 4963.311035
	Iteration 32Q: 3 clusters Score -2297573 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -2297579.500000 Penalty: 4963.311035
	Iteration 33Q: 3 clusters Score -2297580 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -2297586.000000 Penalty: 4963.311035
	Iteration 34Q: 3 clusters Score -2297586 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -2297578.750000 Penalty: 4963.311035
	Iteration 35Q: 3 clusters Score -2297579 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -2297586.500000 Penalty: 4963.311035
	Iteration 36Q: 3 clusters Score -2297586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -2297582.750000 Penalty: 4963.311035
	Iteration 37Q: 3 clusters Score -2297583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -2297587.250000 Penalty: 4963.311035
	Iteration 38Q: 3 clusters Score -2297587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -2297592.750000 Penalty: 4963.311035
	Iteration 39Q: 3 clusters Score -2297593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -2297598.250000 Penalty: 4963.311035
	Iteration 40F: 3 clusters Score -2297598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -2297595.250000 Penalty: 4963.311035
	Iteration 41Q: 3 clusters Score -2297595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -2297593.750000 Penalty: 4963.311035
	Iteration 42Q: 3 clusters Score -2297594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -2297595.750000 Penalty: 4963.311035
	Iteration 43Q: 3 clusters Score -2297596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -2297594.250000 Penalty: 4963.311035
	Iteration 44Q: 3 clusters Score -2297594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -2297595.000000 Penalty: 4963.311035
	Iteration 45Q: 3 clusters Score -2297595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -2297595.000000 Penalty: 4963.311035
	Iteration 46F: 3 clusters Score -2297595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Entering Unmasked Estep 
Score: -217008.421875 Penalty: 1892.113525
	Iteration 0F: 2 clusters Score -217008.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -214381.187500 Penalty: 3784.227051
	Iteration 0F: 3 clusters Score -214381.2 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -214827.312500 Penalty: 3784.227051
	Iteration 1F: 3 clusters Score -214827.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -214942.328125 Penalty: 3784.227051
	Iteration 2F: 3 clusters Score -214942.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -215007.000000 Penalty: 3784.227051
	Iteration 3Q: 3 clusters Score -215007 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -215047.484375 Penalty: 3784.227051
	Iteration 4Q: 3 clusters Score -215047.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -215078.031250 Penalty: 3784.227051
	Iteration 5Q: 3 clusters Score -215078 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -215106.812500 Penalty: 3784.227051
	Iteration 6Q: 3 clusters Score -215106.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -215121.453125 Penalty: 3784.227051
	Iteration 7Q: 3 clusters Score -215121.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -215136.281250 Penalty: 3784.227051
	Iteration 8Q: 3 clusters Score -215136.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -215143.781250 Penalty: 3784.227051
	Iteration 9Q: 3 clusters Score -215143.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -215150.359375 Penalty: 3784.227051
	Iteration 10Q: 3 clusters Score -215150.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -215156.046875 Penalty: 3784.227051
	Iteration 11Q: 3 clusters Score -215156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -215162.015625 Penalty: 3784.227051
	Iteration 12Q: 3 clusters Score -215162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -215165.812500 Penalty: 3784.227051
	Iteration 13Q: 3 clusters Score -215165.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -215167.953125 Penalty: 3784.227051
	Iteration 14Q: 3 clusters Score -215168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -215167.953125 Penalty: 3784.227051
	Iteration 15F: 3 clusters Score -215168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (101502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101502 members 
Entering Unmasked Estep 
Score: -11198836.000000 Penalty: 2858.902832
	Iteration 0F: 2 clusters Score -1.119884e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50636 members 
Mstep: Class 2 contains 50866 members 
Entering Unmasked Estep 
Score: -11131108.000000 Penalty: 5717.805664
	Iteration 0F: 3 clusters Score -1.113111e+07 nChanged 47955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48225 members 
Mstep: Class 2 contains 53277 members 
Entering Unmasked Estep 
Score: -11158686.000000 Penalty: 5717.805664
	Iteration 1F: 3 clusters Score -1.115869e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46547 members 
Mstep: Class 2 contains 54955 members 
Entering Unmasked Estep 
Score: -11159658.000000 Penalty: 5717.805664
	Iteration 2Q: 3 clusters Score -1.115966e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44078 members 
Mstep: Class 2 contains 57424 members 
Entering Unmasked Estep 
Score: -11160975.000000 Penalty: 5717.805664
	Iteration 3Q: 3 clusters Score -1.116098e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 61000 members 
Entering Unmasked Estep 
Score: -11162744.000000 Penalty: 5717.805664
	Iteration 4Q: 3 clusters Score -1.116274e+07 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 65954 members 
Entering Unmasked Estep 
Score: -11165538.000000 Penalty: 5717.805664
	Iteration 5F: 3 clusters Score -1.116554e+07 nChanged 6819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 72429 members 
Entering Unmasked Estep 
Score: -11169770.000000 Penalty: 5717.805664
	Iteration 6F: 3 clusters Score -1.116977e+07 nChanged 7682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 79993 members 
Entering Unmasked Estep 
Score: -11175896.000000 Penalty: 5717.805664
	Iteration 7F: 3 clusters Score -1.11759e+07 nChanged 7819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 87794 members 
Entering Unmasked Estep 
Score: -11182939.000000 Penalty: 5717.805664
	Iteration 8F: 3 clusters Score -1.118294e+07 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 94369 members 
Entering Unmasked Estep 
Score: -11189508.000000 Penalty: 5717.805664
	Iteration 9F: 3 clusters Score -1.118951e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 98472 members 
Entering Unmasked Estep 
Score: -11193623.000000 Penalty: 5717.805664
	Iteration 10Q: 3 clusters Score -1.119362e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 100263 members 
Entering Unmasked Estep 
Score: -11195294.000000 Penalty: 5717.805664
	Iteration 11Q: 3 clusters Score -1.119529e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 100850 members 
Entering Unmasked Estep 
Score: -11195846.000000 Penalty: 5717.805664
	Iteration 12Q: 3 clusters Score -1.119585e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 101041 members 
Entering Unmasked Estep 
Score: -11196073.000000 Penalty: 5717.805664
	Iteration 13Q: 3 clusters Score -1.119607e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 101119 members 
Entering Unmasked Estep 
Score: -11196184.000000 Penalty: 5717.805664
	Iteration 14Q: 3 clusters Score -1.119618e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 101160 members 
Entering Unmasked Estep 
Score: -11196256.000000 Penalty: 5717.805664
	Iteration 15Q: 3 clusters Score -1.119626e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 101185 members 
Entering Unmasked Estep 
Score: -11196326.000000 Penalty: 5717.805664
	Iteration 16Q: 3 clusters Score -1.119633e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 101199 members 
Entering Unmasked Estep 
Score: -11196359.000000 Penalty: 5717.805664
	Iteration 17Q: 3 clusters Score -1.119636e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 101202 members 
Entering Unmasked Estep 
Score: -11196391.000000 Penalty: 5717.805664
	Iteration 18Q: 3 clusters Score -1.119639e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 101209 members 
Entering Unmasked Estep 
Score: -11196394.000000 Penalty: 5717.805664
	Iteration 19Q: 3 clusters Score -1.119639e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 101211 members 
Entering Unmasked Estep 
Score: -11196414.000000 Penalty: 5717.805664
	Iteration 20F: 3 clusters Score -1.119641e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 101215 members 
Entering Unmasked Estep 
Score: -11196402.000000 Penalty: 5717.805664
	Iteration 21Q: 3 clusters Score -1.11964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 101218 members 
Entering Unmasked Estep 
Score: -11196412.000000 Penalty: 5717.805664
	Iteration 22Q: 3 clusters Score -1.119641e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 101222 members 
Entering Unmasked Estep 
Score: -11196423.000000 Penalty: 5717.805664
	Iteration 23Q: 3 clusters Score -1.119642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 101221 members 
Entering Unmasked Estep 
Score: -11196427.000000 Penalty: 5717.805664
	Iteration 24Q: 3 clusters Score -1.119643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 101220 members 
Entering Unmasked Estep 
Score: -11196429.000000 Penalty: 5717.805664
	Iteration 25Q: 3 clusters Score -1.119643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 101220 members 
Entering Unmasked Estep 
Score: -11196433.000000 Penalty: 5717.805664
	Iteration 26Q: 3 clusters Score -1.119643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 101218 members 
Entering Unmasked Estep 
Score: -11196436.000000 Penalty: 5717.805664
	Iteration 27Q: 3 clusters Score -1.119644e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 101218 members 
Entering Unmasked Estep 
Score: -11196436.000000 Penalty: 5717.805664
	Iteration 28F: 3 clusters Score -1.119644e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (38713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38713 members 
Entering Unmasked Estep 
Score: -3941419.000000 Penalty: 2619.854736
	Iteration 0F: 2 clusters Score -3941419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -3915085.750000 Penalty: 5239.709473
	Iteration 0F: 3 clusters Score -3915086 nChanged 17753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -3925511.750000 Penalty: 5239.709473
	Iteration 1F: 3 clusters Score -3925512 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -3926616.000000 Penalty: 5239.709473
	Iteration 2F: 3 clusters Score -3926616 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -3927864.250000 Penalty: 5239.709473
	Iteration 3F: 3 clusters Score -3927864 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -3929404.500000 Penalty: 5239.709473
	Iteration 4F: 3 clusters Score -3929404 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -3931142.750000 Penalty: 5239.709473
	Iteration 5F: 3 clusters Score -3931143 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -3932806.500000 Penalty: 5239.709473
	Iteration 6F: 3 clusters Score -3932806 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -3934264.750000 Penalty: 5239.709473
	Iteration 7F: 3 clusters Score -3934265 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -3935353.500000 Penalty: 5239.709473
	Iteration 8F: 3 clusters Score -3935354 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -3936182.000000 Penalty: 5239.709473
	Iteration 9Q: 3 clusters Score -3936182 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -3936860.500000 Penalty: 5239.709473
	Iteration 10Q: 3 clusters Score -3936860 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -3937431.750000 Penalty: 5239.709473
	Iteration 11Q: 3 clusters Score -3937432 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -3937976.250000 Penalty: 5239.709473
	Iteration 12Q: 3 clusters Score -3937976 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -3938455.750000 Penalty: 5239.709473
	Iteration 13Q: 3 clusters Score -3938456 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -3938879.750000 Penalty: 5239.709473
	Iteration 14Q: 3 clusters Score -3938880 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -3939235.750000 Penalty: 5239.709473
	Iteration 15Q: 3 clusters Score -3939236 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -3939516.750000 Penalty: 5239.709473
	Iteration 16Q: 3 clusters Score -3939517 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -3939764.750000 Penalty: 5239.709473
	Iteration 17Q: 3 clusters Score -3939765 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34826 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -3939967.500000 Penalty: 5239.709473
	Iteration 18Q: 3 clusters Score -3939968 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -3940131.750000 Penalty: 5239.709473
	Iteration 19Q: 3 clusters Score -3940132 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35344 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -3940221.500000 Penalty: 5239.709473
	Iteration 20F: 3 clusters Score -3940222 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -3940268.750000 Penalty: 5239.709473
	Iteration 21Q: 3 clusters Score -3940269 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -3940305.500000 Penalty: 5239.709473
	Iteration 22Q: 3 clusters Score -3940306 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -3940326.500000 Penalty: 5239.709473
	Iteration 23Q: 3 clusters Score -3940326 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35829 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -3940334.250000 Penalty: 5239.709473
	Iteration 24Q: 3 clusters Score -3940334 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -3940364.500000 Penalty: 5239.709473
	Iteration 25Q: 3 clusters Score -3940364 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -3940363.500000 Penalty: 5239.709473
	Iteration 26Q: 3 clusters Score -3940364 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36015 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -3940380.500000 Penalty: 5239.709473
	Iteration 27Q: 3 clusters Score -3940380 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36070 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -3940392.500000 Penalty: 5239.709473
	Iteration 28Q: 3 clusters Score -3940392 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -3940405.500000 Penalty: 5239.709473
	Iteration 29Q: 3 clusters Score -3940406 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -3940416.750000 Penalty: 5239.709473
	Iteration 30Q: 3 clusters Score -3940417 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36176 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -3940422.000000 Penalty: 5239.709473
	Iteration 31Q: 3 clusters Score -3940422 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36203 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -3940418.500000 Penalty: 5239.709473
	Iteration 32Q: 3 clusters Score -3940418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36217 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -3940426.750000 Penalty: 5239.709473
	Iteration 33Q: 3 clusters Score -3940427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -3940423.500000 Penalty: 5239.709473
	Iteration 34Q: 3 clusters Score -3940424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -3940426.000000 Penalty: 5239.709473
	Iteration 35Q: 3 clusters Score -3940426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -3940433.500000 Penalty: 5239.709473
	Iteration 36Q: 3 clusters Score -3940434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -3940436.000000 Penalty: 5239.709473
	Iteration 37Q: 3 clusters Score -3940436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -3940432.750000 Penalty: 5239.709473
	Iteration 38Q: 3 clusters Score -3940433 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -3940441.500000 Penalty: 5239.709473
	Iteration 39Q: 3 clusters Score -3940442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36302 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -3940440.750000 Penalty: 5239.709473
	Iteration 40F: 3 clusters Score -3940441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -3940441.500000 Penalty: 5239.709473
	Iteration 41Q: 3 clusters Score -3940442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3940445.250000 Penalty: 5239.709473
	Iteration 42Q: 3 clusters Score -3940445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36329 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -3940439.000000 Penalty: 5239.709473
	Iteration 43Q: 3 clusters Score -3940439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36336 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -3940443.250000 Penalty: 5239.709473
	Iteration 44Q: 3 clusters Score -3940443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36342 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3940437.500000 Penalty: 5239.709473
	Iteration 45Q: 3 clusters Score -3940438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -3940442.750000 Penalty: 5239.709473
	Iteration 46Q: 3 clusters Score -3940443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -3940442.750000 Penalty: 5239.709473
	Iteration 47F: 3 clusters Score -3940443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Entering Unmasked Estep 
Score: -1514841.750000 Penalty: 2362.599121
	Iteration 0F: 2 clusters Score -1514842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1504851.500000 Penalty: 4725.198242
	Iteration 0F: 3 clusters Score -1504852 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1507901.000000 Penalty: 4725.198242
	Iteration 1F: 3 clusters Score -1507901 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1508256.500000 Penalty: 4725.198242
	Iteration 2F: 3 clusters Score -1508256 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1508565.375000 Penalty: 4725.198242
	Iteration 3F: 3 clusters Score -1508565 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1508857.250000 Penalty: 4725.198242
	Iteration 4Q: 3 clusters Score -1508857 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1509226.000000 Penalty: 4725.198242
	Iteration 5Q: 3 clusters Score -1509226 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1509728.125000 Penalty: 4725.198242
	Iteration 6F: 3 clusters Score -1509728 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1510365.125000 Penalty: 4725.198242
	Iteration 7F: 3 clusters Score -1510365 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1510982.625000 Penalty: 4725.198242
	Iteration 8F: 3 clusters Score -1510983 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1511518.875000 Penalty: 4725.198242
	Iteration 9Q: 3 clusters Score -1511519 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1511941.625000 Penalty: 4725.198242
	Iteration 10Q: 3 clusters Score -1511942 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1512243.500000 Penalty: 4725.198242
	Iteration 11Q: 3 clusters Score -1512244 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1512441.250000 Penalty: 4725.198242
	Iteration 12Q: 3 clusters Score -1512441 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -1512544.875000 Penalty: 4725.198242
	Iteration 13Q: 3 clusters Score -1512545 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1512613.750000 Penalty: 4725.198242
	Iteration 14Q: 3 clusters Score -1512614 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1512665.625000 Penalty: 4725.198242
	Iteration 15Q: 3 clusters Score -1512666 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -1512705.125000 Penalty: 4725.198242
	Iteration 16Q: 3 clusters Score -1512705 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -1512735.625000 Penalty: 4725.198242
	Iteration 17Q: 3 clusters Score -1512736 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -1512765.625000 Penalty: 4725.198242
	Iteration 18Q: 3 clusters Score -1512766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1512784.750000 Penalty: 4725.198242
	Iteration 19Q: 3 clusters Score -1512785 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -1512797.500000 Penalty: 4725.198242
	Iteration 20F: 3 clusters Score -1512798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -1512812.125000 Penalty: 4725.198242
	Iteration 21Q: 3 clusters Score -1512812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -1512822.000000 Penalty: 4725.198242
	Iteration 22Q: 3 clusters Score -1512822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1512831.125000 Penalty: 4725.198242
	Iteration 23Q: 3 clusters Score -1512831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -1512839.125000 Penalty: 4725.198242
	Iteration 24Q: 3 clusters Score -1512839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -1512842.000000 Penalty: 4725.198242
	Iteration 25Q: 3 clusters Score -1512842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -1512846.750000 Penalty: 4725.198242
	Iteration 26Q: 3 clusters Score -1512847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1512848.250000 Penalty: 4725.198242
	Iteration 27Q: 3 clusters Score -1512848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -1512853.500000 Penalty: 4725.198242
	Iteration 28Q: 3 clusters Score -1512854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -1512853.500000 Penalty: 4725.198242
	Iteration 29F: 3 clusters Score -1512854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Entering Unmasked Estep 
Score: -828220.625000 Penalty: 2216.234619
	Iteration 0F: 2 clusters Score -828220.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -822078.187500 Penalty: 4432.469238
	Iteration 0F: 3 clusters Score -822078.2 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -823705.937500 Penalty: 4432.469238
	Iteration 1F: 3 clusters Score -823705.9 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -823987.562500 Penalty: 4432.469238
	Iteration 2F: 3 clusters Score -823987.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -824163.312500 Penalty: 4432.469238
	Iteration 3Q: 3 clusters Score -824163.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -824291.000000 Penalty: 4432.469238
	Iteration 4Q: 3 clusters Score -824291 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -824404.687500 Penalty: 4432.469238
	Iteration 5Q: 3 clusters Score -824404.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -824506.562500 Penalty: 4432.469238
	Iteration 6Q: 3 clusters Score -824506.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -824603.250000 Penalty: 4432.469238
	Iteration 7Q: 3 clusters Score -824603.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -824708.875000 Penalty: 4432.469238
	Iteration 8Q: 3 clusters Score -824708.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -824806.312500 Penalty: 4432.469238
	Iteration 9Q: 3 clusters Score -824806.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -824917.562500 Penalty: 4432.469238
	Iteration 10Q: 3 clusters Score -824917.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -825033.312500 Penalty: 4432.469238
	Iteration 11Q: 3 clusters Score -825033.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -825168.812500 Penalty: 4432.469238
	Iteration 12Q: 3 clusters Score -825168.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -825292.812500 Penalty: 4432.469238
	Iteration 13Q: 3 clusters Score -825292.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -825410.750000 Penalty: 4432.469238
	Iteration 14Q: 3 clusters Score -825410.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -825542.625000 Penalty: 4432.469238
	Iteration 15Q: 3 clusters Score -825542.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -825666.000000 Penalty: 4432.469238
	Iteration 16Q: 3 clusters Score -825666 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -825781.250000 Penalty: 4432.469238
	Iteration 17Q: 3 clusters Score -825781.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -825888.312500 Penalty: 4432.469238
	Iteration 18Q: 3 clusters Score -825888.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -825987.312500 Penalty: 4432.469238
	Iteration 19Q: 3 clusters Score -825987.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -826066.187500 Penalty: 4432.469238
	Iteration 20F: 3 clusters Score -826066.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -826120.937500 Penalty: 4432.469238
	Iteration 21Q: 3 clusters Score -826120.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -826160.937500 Penalty: 4432.469238
	Iteration 22Q: 3 clusters Score -826160.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -826193.312500 Penalty: 4432.469238
	Iteration 23Q: 3 clusters Score -826193.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -826213.500000 Penalty: 4432.469238
	Iteration 24Q: 3 clusters Score -826213.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -826229.750000 Penalty: 4432.469238
	Iteration 25Q: 3 clusters Score -826229.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -826243.750000 Penalty: 4432.469238
	Iteration 26Q: 3 clusters Score -826243.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -826254.812500 Penalty: 4432.469238
	Iteration 27Q: 3 clusters Score -826254.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -826268.062500 Penalty: 4432.469238
	Iteration 28Q: 3 clusters Score -826268.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -826282.312500 Penalty: 4432.469238
	Iteration 29Q: 3 clusters Score -826282.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -826296.062500 Penalty: 4432.469238
	Iteration 30Q: 3 clusters Score -826296.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -826308.312500 Penalty: 4432.469238
	Iteration 31Q: 3 clusters Score -826308.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -826312.000000 Penalty: 4432.469238
	Iteration 32Q: 3 clusters Score -826312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -826314.125000 Penalty: 4432.469238
	Iteration 33Q: 3 clusters Score -826314.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -826317.500000 Penalty: 4432.469238
	Iteration 34Q: 3 clusters Score -826317.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -826318.625000 Penalty: 4432.469238
	Iteration 35Q: 3 clusters Score -826318.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -826319.812500 Penalty: 4432.469238
	Iteration 36Q: 3 clusters Score -826319.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -826322.187500 Penalty: 4432.469238
	Iteration 37Q: 3 clusters Score -826322.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -826322.187500 Penalty: 4432.469238
	Iteration 38Q: 3 clusters Score -826322.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -826323.375000 Penalty: 4432.469238
	Iteration 39Q: 3 clusters Score -826323.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -826323.375000 Penalty: 4432.469238
	Iteration 40F: 3 clusters Score -826323.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (183364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183364 members 
Entering Unmasked Estep 
Score: -20405860.000000 Penalty: 3005.568604
	Iteration 0F: 2 clusters Score -2.040586e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91299 members 
Mstep: Class 2 contains 92065 members 
Entering Unmasked Estep 
Score: -20291350.000000 Penalty: 6011.137207
	Iteration 0F: 3 clusters Score -2.029135e+07 nChanged 88044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84299 members 
Mstep: Class 2 contains 99065 members 
Entering Unmasked Estep 
Score: -20343308.000000 Penalty: 6011.137207
	Iteration 1F: 3 clusters Score -2.034331e+07 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78874 members 
Mstep: Class 2 contains 104490 members 
Entering Unmasked Estep 
Score: -20345268.000000 Penalty: 6011.137207
	Iteration 2Q: 3 clusters Score -2.034527e+07 nChanged 9090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70604 members 
Mstep: Class 2 contains 112760 members 
Entering Unmasked Estep 
Score: -20349228.000000 Penalty: 6011.137207
	Iteration 3Q: 3 clusters Score -2.034923e+07 nChanged 12519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58513 members 
Mstep: Class 2 contains 124851 members 
Entering Unmasked Estep 
Score: -20356538.000000 Penalty: 6011.137207
	Iteration 4F: 3 clusters Score -2.035654e+07 nChanged 15917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42816 members 
Mstep: Class 2 contains 140548 members 
Entering Unmasked Estep 
Score: -20368818.000000 Penalty: 6011.137207
	Iteration 5F: 3 clusters Score -2.036882e+07 nChanged 16501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 156951 members 
Entering Unmasked Estep 
Score: -20383190.000000 Penalty: 6011.137207
	Iteration 6F: 3 clusters Score -2.038319e+07 nChanged 13398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 170317 members 
Entering Unmasked Estep 
Score: -20393758.000000 Penalty: 6011.137207
	Iteration 7F: 3 clusters Score -2.039376e+07 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 178113 members 
Entering Unmasked Estep 
Score: -20399518.000000 Penalty: 6011.137207
	Iteration 8Q: 3 clusters Score -2.039952e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 181484 members 
Entering Unmasked Estep 
Score: -20402028.000000 Penalty: 6011.137207
	Iteration 9Q: 3 clusters Score -2.040203e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 182506 members 
Entering Unmasked Estep 
Score: -20402864.000000 Penalty: 6011.137207
	Iteration 10Q: 3 clusters Score -2.040286e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 182787 members 
Entering Unmasked Estep 
Score: -20403056.000000 Penalty: 6011.137207
	Iteration 11Q: 3 clusters Score -2.040306e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 182872 members 
Entering Unmasked Estep 
Score: -20403116.000000 Penalty: 6011.137207
	Iteration 12Q: 3 clusters Score -2.040312e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 182907 members 
Entering Unmasked Estep 
Score: -20403184.000000 Penalty: 6011.137207
	Iteration 13Q: 3 clusters Score -2.040318e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 182932 members 
Entering Unmasked Estep 
Score: -20403208.000000 Penalty: 6011.137207
	Iteration 14Q: 3 clusters Score -2.040321e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 182947 members 
Entering Unmasked Estep 
Score: -20403244.000000 Penalty: 6011.137207
	Iteration 15Q: 3 clusters Score -2.040324e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 182963 members 
Entering Unmasked Estep 
Score: -20403240.000000 Penalty: 6011.137207
	Iteration 16Q: 3 clusters Score -2.040324e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 182969 members 
Entering Unmasked Estep 
Score: -20403246.000000 Penalty: 6011.137207
	Iteration 17Q: 3 clusters Score -2.040325e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 182966 members 
Entering Unmasked Estep 
Score: -20403256.000000 Penalty: 6011.137207
	Iteration 18Q: 3 clusters Score -2.040326e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 182966 members 
Entering Unmasked Estep 
Score: -20403248.000000 Penalty: 6011.137207
	Iteration 19Q: 3 clusters Score -2.040325e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 182966 members 
Entering Unmasked Estep 
Score: -20403256.000000 Penalty: 6011.137207
	Iteration 20F: 3 clusters Score -2.040326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 182969 members 
Entering Unmasked Estep 
Score: -20403248.000000 Penalty: 6011.137207
	Iteration 21Q: 3 clusters Score -2.040325e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 182972 members 
Entering Unmasked Estep 
Score: -20403268.000000 Penalty: 6011.137207
	Iteration 22Q: 3 clusters Score -2.040327e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 182973 members 
Entering Unmasked Estep 
Score: -20403280.000000 Penalty: 6011.137207
	Iteration 23Q: 3 clusters Score -2.040328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 182973 members 
Entering Unmasked Estep 
Score: -20403280.000000 Penalty: 6011.137207
	Iteration 24Q: 3 clusters Score -2.040328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 182974 members 
Entering Unmasked Estep 
Score: -20403282.000000 Penalty: 6011.137207
	Iteration 25Q: 3 clusters Score -2.040328e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 182974 members 
Entering Unmasked Estep 
Score: -20403282.000000 Penalty: 6011.137207
	Iteration 26F: 3 clusters Score -2.040328e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Entering Unmasked Estep 
Score: -1502796.250000 Penalty: 2391.391357
	Iteration 0F: 2 clusters Score -1502796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1491819.500000 Penalty: 4782.782715
	Iteration 0F: 3 clusters Score -1491820 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1495602.000000 Penalty: 4782.782715
	Iteration 1F: 3 clusters Score -1495602 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1496161.125000 Penalty: 4782.782715
	Iteration 2F: 3 clusters Score -1496161 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1496704.625000 Penalty: 4782.782715
	Iteration 3F: 3 clusters Score -1496705 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1497283.625000 Penalty: 4782.782715
	Iteration 4F: 3 clusters Score -1497284 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1497819.500000 Penalty: 4782.782715
	Iteration 5F: 3 clusters Score -1497820 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1498297.875000 Penalty: 4782.782715
	Iteration 6F: 3 clusters Score -1498298 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1498716.250000 Penalty: 4782.782715
	Iteration 7Q: 3 clusters Score -1498716 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1499080.625000 Penalty: 4782.782715
	Iteration 8Q: 3 clusters Score -1499081 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1499355.875000 Penalty: 4782.782715
	Iteration 9Q: 3 clusters Score -1499356 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1499552.875000 Penalty: 4782.782715
	Iteration 10Q: 3 clusters Score -1499553 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1499695.750000 Penalty: 4782.782715
	Iteration 11Q: 3 clusters Score -1499696 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1499798.500000 Penalty: 4782.782715
	Iteration 12Q: 3 clusters Score -1499798 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1499887.625000 Penalty: 4782.782715
	Iteration 13Q: 3 clusters Score -1499888 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1499964.500000 Penalty: 4782.782715
	Iteration 14Q: 3 clusters Score -1499964 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1500015.375000 Penalty: 4782.782715
	Iteration 15Q: 3 clusters Score -1500015 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1500065.875000 Penalty: 4782.782715
	Iteration 16Q: 3 clusters Score -1500066 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1500120.125000 Penalty: 4782.782715
	Iteration 17Q: 3 clusters Score -1500120 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1500175.125000 Penalty: 4782.782715
	Iteration 18Q: 3 clusters Score -1500175 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1500223.375000 Penalty: 4782.782715
	Iteration 19Q: 3 clusters Score -1500223 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1500251.125000 Penalty: 4782.782715
	Iteration 20F: 3 clusters Score -1500251 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1500284.500000 Penalty: 4782.782715
	Iteration 21Q: 3 clusters Score -1500284 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1500302.625000 Penalty: 4782.782715
	Iteration 22Q: 3 clusters Score -1500303 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1500317.250000 Penalty: 4782.782715
	Iteration 23Q: 3 clusters Score -1500317 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1500330.125000 Penalty: 4782.782715
	Iteration 24Q: 3 clusters Score -1500330 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1500337.125000 Penalty: 4782.782715
	Iteration 25Q: 3 clusters Score -1500337 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1500351.750000 Penalty: 4782.782715
	Iteration 26Q: 3 clusters Score -1500352 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1500360.000000 Penalty: 4782.782715
	Iteration 27Q: 3 clusters Score -1500360 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1500362.125000 Penalty: 4782.782715
	Iteration 28Q: 3 clusters Score -1500362 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1500366.000000 Penalty: 4782.782715
	Iteration 29Q: 3 clusters Score -1500366 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1500374.500000 Penalty: 4782.782715
	Iteration 30Q: 3 clusters Score -1500374 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1500384.000000 Penalty: 4782.782715
	Iteration 31Q: 3 clusters Score -1500384 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1500385.000000 Penalty: 4782.782715
	Iteration 32Q: 3 clusters Score -1500385 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1500395.875000 Penalty: 4782.782715
	Iteration 33Q: 3 clusters Score -1500396 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1500403.125000 Penalty: 4782.782715
	Iteration 34Q: 3 clusters Score -1500403 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1500411.625000 Penalty: 4782.782715
	Iteration 35Q: 3 clusters Score -1500412 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1500416.250000 Penalty: 4782.782715
	Iteration 36Q: 3 clusters Score -1500416 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1500415.750000 Penalty: 4782.782715
	Iteration 37Q: 3 clusters Score -1500416 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1500423.250000 Penalty: 4782.782715
	Iteration 38Q: 3 clusters Score -1500423 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1500440.875000 Penalty: 4782.782715
	Iteration 39Q: 3 clusters Score -1500441 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1500444.375000 Penalty: 4782.782715
	Iteration 40F: 3 clusters Score -1500444 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1500445.000000 Penalty: 4782.782715
	Iteration 41Q: 3 clusters Score -1500445 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1500451.500000 Penalty: 4782.782715
	Iteration 42Q: 3 clusters Score -1500452 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1500454.000000 Penalty: 4782.782715
	Iteration 43Q: 3 clusters Score -1500454 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1500465.875000 Penalty: 4782.782715
	Iteration 44Q: 3 clusters Score -1500466 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1500469.875000 Penalty: 4782.782715
	Iteration 45Q: 3 clusters Score -1500470 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1500477.250000 Penalty: 4782.782715
	Iteration 46Q: 3 clusters Score -1500477 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1500480.500000 Penalty: 4782.782715
	Iteration 47Q: 3 clusters Score -1500480 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1500483.500000 Penalty: 4782.782715
	Iteration 48Q: 3 clusters Score -1500484 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1500488.125000 Penalty: 4782.782715
	Iteration 49Q: 3 clusters Score -1500488 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1500494.500000 Penalty: 4782.782715
	Iteration 50Q: 3 clusters Score -1500494 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1500496.750000 Penalty: 4782.782715
	Iteration 51Q: 3 clusters Score -1500497 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1500498.250000 Penalty: 4782.782715
	Iteration 52Q: 3 clusters Score -1500498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1500502.250000 Penalty: 4782.782715
	Iteration 53Q: 3 clusters Score -1500502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1500500.000000 Penalty: 4782.782715
	Iteration 54Q: 3 clusters Score -1500500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1500505.000000 Penalty: 4782.782715
	Iteration 55Q: 3 clusters Score -1500505 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1500506.000000 Penalty: 4782.782715
	Iteration 56Q: 3 clusters Score -1500506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1500514.125000 Penalty: 4782.782715
	Iteration 57Q: 3 clusters Score -1500514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1500516.375000 Penalty: 4782.782715
	Iteration 58Q: 3 clusters Score -1500516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1500513.625000 Penalty: 4782.782715
	Iteration 59Q: 3 clusters Score -1500514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1500524.375000 Penalty: 4782.782715
	Iteration 60F: 3 clusters Score -1500524 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1500522.000000 Penalty: 4782.782715
	Iteration 61Q: 3 clusters Score -1500522 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1500524.750000 Penalty: 4782.782715
	Iteration 62Q: 3 clusters Score -1500525 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1500524.125000 Penalty: 4782.782715
	Iteration 63Q: 3 clusters Score -1500524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1500529.375000 Penalty: 4782.782715
	Iteration 64Q: 3 clusters Score -1500529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1500533.250000 Penalty: 4782.782715
	Iteration 65Q: 3 clusters Score -1500533 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1500531.500000 Penalty: 4782.782715
	Iteration 66Q: 3 clusters Score -1500532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1500535.000000 Penalty: 4782.782715
	Iteration 67Q: 3 clusters Score -1500535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1500534.750000 Penalty: 4782.782715
	Iteration 68Q: 3 clusters Score -1500535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1500533.625000 Penalty: 4782.782715
	Iteration 69Q: 3 clusters Score -1500534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1500536.125000 Penalty: 4782.782715
	Iteration 70Q: 3 clusters Score -1500536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1500533.375000 Penalty: 4782.782715
	Iteration 71Q: 3 clusters Score -1500533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1500538.125000 Penalty: 4782.782715
	Iteration 72Q: 3 clusters Score -1500538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1500539.875000 Penalty: 4782.782715
	Iteration 73Q: 3 clusters Score -1500540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1500540.250000 Penalty: 4782.782715
	Iteration 74Q: 3 clusters Score -1500540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1500540.125000 Penalty: 4782.782715
	Iteration 75Q: 3 clusters Score -1500540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1500543.000000 Penalty: 4782.782715
	Iteration 76Q: 3 clusters Score -1500543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1500541.000000 Penalty: 4782.782715
	Iteration 77Q: 3 clusters Score -1500541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1500545.000000 Penalty: 4782.782715
	Iteration 78Q: 3 clusters Score -1500545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1500546.250000 Penalty: 4782.782715
	Iteration 79Q: 3 clusters Score -1500546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1500545.875000 Penalty: 4782.782715
	Iteration 80F: 3 clusters Score -1500546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Entering Unmasked Estep 
Score: -741239.000000 Penalty: 2202.970947
	Iteration 0F: 2 clusters Score -741239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -735299.687500 Penalty: 4405.941895
	Iteration 0F: 3 clusters Score -735299.7 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -737162.125000 Penalty: 4405.941895
	Iteration 1F: 3 clusters Score -737162.1 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -737871.000000 Penalty: 4405.941895
	Iteration 2F: 3 clusters Score -737871 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -738650.562500 Penalty: 4405.941895
	Iteration 3F: 3 clusters Score -738650.6 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -739379.625000 Penalty: 4405.941895
	Iteration 4F: 3 clusters Score -739379.6 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -739870.312500 Penalty: 4405.941895
	Iteration 5F: 3 clusters Score -739870.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -740162.750000 Penalty: 4405.941895
	Iteration 6F: 3 clusters Score -740162.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -740348.875000 Penalty: 4405.941895
	Iteration 7Q: 3 clusters Score -740348.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -740445.500000 Penalty: 4405.941895
	Iteration 8Q: 3 clusters Score -740445.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -740507.937500 Penalty: 4405.941895
	Iteration 9Q: 3 clusters Score -740507.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -740549.750000 Penalty: 4405.941895
	Iteration 10Q: 3 clusters Score -740549.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -740582.687500 Penalty: 4405.941895
	Iteration 11Q: 3 clusters Score -740582.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -740608.250000 Penalty: 4405.941895
	Iteration 12Q: 3 clusters Score -740608.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -740630.812500 Penalty: 4405.941895
	Iteration 13Q: 3 clusters Score -740630.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -740649.187500 Penalty: 4405.941895
	Iteration 14Q: 3 clusters Score -740649.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -740670.312500 Penalty: 4405.941895
	Iteration 15Q: 3 clusters Score -740670.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -740678.937500 Penalty: 4405.941895
	Iteration 16Q: 3 clusters Score -740678.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -740688.562500 Penalty: 4405.941895
	Iteration 17Q: 3 clusters Score -740688.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -740701.500000 Penalty: 4405.941895
	Iteration 18Q: 3 clusters Score -740701.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -740711.750000 Penalty: 4405.941895
	Iteration 19Q: 3 clusters Score -740711.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -740718.937500 Penalty: 4405.941895
	Iteration 20F: 3 clusters Score -740718.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -740722.500000 Penalty: 4405.941895
	Iteration 21Q: 3 clusters Score -740722.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -740726.562500 Penalty: 4405.941895
	Iteration 22Q: 3 clusters Score -740726.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -740730.375000 Penalty: 4405.941895
	Iteration 23Q: 3 clusters Score -740730.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -740732.812500 Penalty: 4405.941895
	Iteration 24Q: 3 clusters Score -740732.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -740736.000000 Penalty: 4405.941895
	Iteration 25Q: 3 clusters Score -740736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -740742.312500 Penalty: 4405.941895
	Iteration 26Q: 3 clusters Score -740742.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -740746.312500 Penalty: 4405.941895
	Iteration 27Q: 3 clusters Score -740746.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -740748.000000 Penalty: 4405.941895
	Iteration 28Q: 3 clusters Score -740748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -740752.375000 Penalty: 4405.941895
	Iteration 29Q: 3 clusters Score -740752.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -740757.250000 Penalty: 4405.941895
	Iteration 30Q: 3 clusters Score -740757.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -740758.312500 Penalty: 4405.941895
	Iteration 31Q: 3 clusters Score -740758.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -740761.625000 Penalty: 4405.941895
	Iteration 32Q: 3 clusters Score -740761.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -740762.000000 Penalty: 4405.941895
	Iteration 33Q: 3 clusters Score -740762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -740763.750000 Penalty: 4405.941895
	Iteration 34Q: 3 clusters Score -740763.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -740769.250000 Penalty: 4405.941895
	Iteration 35Q: 3 clusters Score -740769.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -740771.125000 Penalty: 4405.941895
	Iteration 36Q: 3 clusters Score -740771.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -740775.312500 Penalty: 4405.941895
	Iteration 37Q: 3 clusters Score -740775.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -740777.500000 Penalty: 4405.941895
	Iteration 38Q: 3 clusters Score -740777.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -740783.062500 Penalty: 4405.941895
	Iteration 39Q: 3 clusters Score -740783.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -740785.125000 Penalty: 4405.941895
	Iteration 40F: 3 clusters Score -740785.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -740794.250000 Penalty: 4405.941895
	Iteration 41Q: 3 clusters Score -740794.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -740806.875000 Penalty: 4405.941895
	Iteration 42Q: 3 clusters Score -740806.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -740824.437500 Penalty: 4405.941895
	Iteration 43Q: 3 clusters Score -740824.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -740863.687500 Penalty: 4405.941895
	Iteration 44Q: 3 clusters Score -740863.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -740948.125000 Penalty: 4405.941895
	Iteration 45Q: 3 clusters Score -740948.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -741090.125000 Penalty: 4405.941895
	Iteration 46Q: 3 clusters Score -741090.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -741287.125000 Penalty: 4405.941895
	Iteration 47Q: 3 clusters Score -741287.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -741565.625000 Penalty: 4405.941895
	Iteration 48Q: 3 clusters Score -741565.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -741843.875000 Penalty: 4405.941895
	Iteration 49Q: 3 clusters Score -741843.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -742064.375000 Penalty: 4405.941895
	Iteration 50Q: 3 clusters Score -742064.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -742178.500000 Penalty: 4405.941895
	Iteration 51Q: 3 clusters Score -742178.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -742232.062500 Penalty: 4405.941895
	Iteration 52Q: 3 clusters Score -742232.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -742264.812500 Penalty: 4405.941895
	Iteration 53Q: 3 clusters Score -742264.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -742288.687500 Penalty: 4405.941895
	Iteration 54Q: 3 clusters Score -742288.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -742307.500000 Penalty: 4405.941895
	Iteration 55Q: 3 clusters Score -742307.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -742323.750000 Penalty: 4405.941895
	Iteration 56Q: 3 clusters Score -742323.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -742333.812500 Penalty: 4405.941895
	Iteration 57Q: 3 clusters Score -742333.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -742342.000000 Penalty: 4405.941895
	Iteration 58Q: 3 clusters Score -742342 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -742352.187500 Penalty: 4405.941895
	Iteration 59Q: 3 clusters Score -742352.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -742358.750000 Penalty: 4405.941895
	Iteration 60F: 3 clusters Score -742358.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -742362.000000 Penalty: 4405.941895
	Iteration 61Q: 3 clusters Score -742362 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -742370.312500 Penalty: 4405.941895
	Iteration 62Q: 3 clusters Score -742370.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -742376.312500 Penalty: 4405.941895
	Iteration 63Q: 3 clusters Score -742376.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -742381.125000 Penalty: 4405.941895
	Iteration 64Q: 3 clusters Score -742381.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -742384.750000 Penalty: 4405.941895
	Iteration 65Q: 3 clusters Score -742384.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -742391.000000 Penalty: 4405.941895
	Iteration 66Q: 3 clusters Score -742391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -742395.312500 Penalty: 4405.941895
	Iteration 67Q: 3 clusters Score -742395.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -742397.625000 Penalty: 4405.941895
	Iteration 68Q: 3 clusters Score -742397.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -742401.875000 Penalty: 4405.941895
	Iteration 69Q: 3 clusters Score -742401.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -742403.937500 Penalty: 4405.941895
	Iteration 70Q: 3 clusters Score -742403.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -742409.437500 Penalty: 4405.941895
	Iteration 71Q: 3 clusters Score -742409.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -742417.000000 Penalty: 4405.941895
	Iteration 72Q: 3 clusters Score -742417 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -742425.562500 Penalty: 4405.941895
	Iteration 73Q: 3 clusters Score -742425.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -742430.437500 Penalty: 4405.941895
	Iteration 74Q: 3 clusters Score -742430.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -742436.750000 Penalty: 4405.941895
	Iteration 75Q: 3 clusters Score -742436.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -742446.687500 Penalty: 4405.941895
	Iteration 76Q: 3 clusters Score -742446.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -742456.125000 Penalty: 4405.941895
	Iteration 77Q: 3 clusters Score -742456.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -742469.000000 Penalty: 4405.941895
	Iteration 78Q: 3 clusters Score -742469 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -742481.875000 Penalty: 4405.941895
	Iteration 79Q: 3 clusters Score -742481.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -742498.562500 Penalty: 4405.941895
	Iteration 80F: 3 clusters Score -742498.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -742530.625000 Penalty: 4405.941895
	Iteration 81Q: 3 clusters Score -742530.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -742561.750000 Penalty: 4405.941895
	Iteration 82Q: 3 clusters Score -742561.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -742587.125000 Penalty: 4405.941895
	Iteration 83Q: 3 clusters Score -742587.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -742607.250000 Penalty: 4405.941895
	Iteration 84Q: 3 clusters Score -742607.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -742614.062500 Penalty: 4405.941895
	Iteration 85Q: 3 clusters Score -742614.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -742620.062500 Penalty: 4405.941895
	Iteration 86Q: 3 clusters Score -742620.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -742622.125000 Penalty: 4405.941895
	Iteration 87Q: 3 clusters Score -742622.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -742622.625000 Penalty: 4405.941895
	Iteration 88Q: 3 clusters Score -742622.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -742626.687500 Penalty: 4405.941895
	Iteration 89Q: 3 clusters Score -742626.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -742628.375000 Penalty: 4405.941895
	Iteration 90Q: 3 clusters Score -742628.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -742629.312500 Penalty: 4405.941895
	Iteration 91Q: 3 clusters Score -742629.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -742631.187500 Penalty: 4405.941895
	Iteration 92Q: 3 clusters Score -742631.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -742630.000000 Penalty: 4405.941895
	Iteration 93Q: 3 clusters Score -742630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -742628.312500 Penalty: 4405.941895
	Iteration 94Q: 3 clusters Score -742628.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -742629.375000 Penalty: 4405.941895
	Iteration 95Q: 3 clusters Score -742629.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -742631.500000 Penalty: 4405.941895
	Iteration 96Q: 3 clusters Score -742631.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -742629.687500 Penalty: 4405.941895
	Iteration 97Q: 3 clusters Score -742629.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -742631.000000 Penalty: 4405.941895
	Iteration 98Q: 3 clusters Score -742631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -742632.250000 Penalty: 4405.941895
	Iteration 99Q: 3 clusters Score -742632.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -742631.375000 Penalty: 4405.941895
	Iteration 100F: 3 clusters Score -742631.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22174 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101502 members 
Mstep: Class 5 contains 38713 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183364 members 
Mstep: Class 9 contains 15409 members 
Mstep: Class 10 contains 2722 members 
Mstep: Class 11 contains 17791 members 
Mstep: Class 12 contains 7038 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75134 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13419 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37659 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139864 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13191 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8130 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25423 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20444 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144679 members 
Mstep: Class 35 contains 26755 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28436 members 
Mstep: Class 38 contains 27259 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16088 members 
Mstep: Class 47 contains 29980 members 
Mstep: Class 48 contains 12023 members 
Mstep: Class 49 contains 3509 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Mstep: Class 53 contains 4486 members 
Entering Unmasked Estep 
Score: -115176040.000000 Penalty: 182896.359375
Splitting cluster 10 changes total score from -115176120.000000 to -115176040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (17791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Entering Unmasked Estep 
Score: -1755148.875000 Penalty: 2427.039062
	Iteration 0F: 2 clusters Score -1755149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1742607.250000 Penalty: 4854.078125
	Iteration 0F: 3 clusters Score -1742607 nChanged 7745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1746988.000000 Penalty: 4854.078125
	Iteration 1F: 3 clusters Score -1746988 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1747717.500000 Penalty: 4854.078125
	Iteration 2F: 3 clusters Score -1747718 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1748447.250000 Penalty: 4854.078125
	Iteration 3F: 3 clusters Score -1748447 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1749133.875000 Penalty: 4854.078125
	Iteration 4F: 3 clusters Score -1749134 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1749747.750000 Penalty: 4854.078125
	Iteration 5F: 3 clusters Score -1749748 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1750309.000000 Penalty: 4854.078125
	Iteration 6F: 3 clusters Score -1750309 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1750815.250000 Penalty: 4854.078125
	Iteration 7Q: 3 clusters Score -1750815 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1751260.625000 Penalty: 4854.078125
	Iteration 8Q: 3 clusters Score -1751261 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1751654.375000 Penalty: 4854.078125
	Iteration 9Q: 3 clusters Score -1751654 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1752018.625000 Penalty: 4854.078125
	Iteration 10Q: 3 clusters Score -1752019 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1752343.875000 Penalty: 4854.078125
	Iteration 11Q: 3 clusters Score -1752344 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1752572.000000 Penalty: 4854.078125
	Iteration 12Q: 3 clusters Score -1752572 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1752721.250000 Penalty: 4854.078125
	Iteration 13Q: 3 clusters Score -1752721 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1752831.125000 Penalty: 4854.078125
	Iteration 14Q: 3 clusters Score -1752831 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1752914.875000 Penalty: 4854.078125
	Iteration 15Q: 3 clusters Score -1752915 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1752983.375000 Penalty: 4854.078125
	Iteration 16Q: 3 clusters Score -1752983 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1753027.875000 Penalty: 4854.078125
	Iteration 17Q: 3 clusters Score -1753028 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1753071.500000 Penalty: 4854.078125
	Iteration 18Q: 3 clusters Score -1753072 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1753108.625000 Penalty: 4854.078125
	Iteration 19Q: 3 clusters Score -1753109 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1753138.500000 Penalty: 4854.078125
	Iteration 20F: 3 clusters Score -1753138 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1753166.875000 Penalty: 4854.078125
	Iteration 21Q: 3 clusters Score -1753167 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -1753190.750000 Penalty: 4854.078125
	Iteration 22Q: 3 clusters Score -1753191 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1753207.750000 Penalty: 4854.078125
	Iteration 23Q: 3 clusters Score -1753208 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1753229.625000 Penalty: 4854.078125
	Iteration 24Q: 3 clusters Score -1753230 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1753248.750000 Penalty: 4854.078125
	Iteration 25Q: 3 clusters Score -1753249 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -1753266.125000 Penalty: 4854.078125
	Iteration 26Q: 3 clusters Score -1753266 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1753290.625000 Penalty: 4854.078125
	Iteration 27Q: 3 clusters Score -1753291 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1753307.750000 Penalty: 4854.078125
	Iteration 28Q: 3 clusters Score -1753308 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1753326.500000 Penalty: 4854.078125
	Iteration 29Q: 3 clusters Score -1753326 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1753339.375000 Penalty: 4854.078125
	Iteration 30Q: 3 clusters Score -1753339 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1753356.875000 Penalty: 4854.078125
	Iteration 31Q: 3 clusters Score -1753357 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1753377.250000 Penalty: 4854.078125
	Iteration 32Q: 3 clusters Score -1753377 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1753404.750000 Penalty: 4854.078125
	Iteration 33Q: 3 clusters Score -1753405 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -1753427.000000 Penalty: 4854.078125
	Iteration 34Q: 3 clusters Score -1753427 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -1753450.625000 Penalty: 4854.078125
	Iteration 35Q: 3 clusters Score -1753451 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -1753476.250000 Penalty: 4854.078125
	Iteration 36Q: 3 clusters Score -1753476 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1753509.375000 Penalty: 4854.078125
	Iteration 37Q: 3 clusters Score -1753509 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -1753540.125000 Penalty: 4854.078125
	Iteration 38Q: 3 clusters Score -1753540 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -1753571.375000 Penalty: 4854.078125
	Iteration 39Q: 3 clusters Score -1753571 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1753590.875000 Penalty: 4854.078125
	Iteration 40F: 3 clusters Score -1753591 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -1753617.125000 Penalty: 4854.078125
	Iteration 41Q: 3 clusters Score -1753617 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1753639.500000 Penalty: 4854.078125
	Iteration 42Q: 3 clusters Score -1753640 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -1753648.625000 Penalty: 4854.078125
	Iteration 43Q: 3 clusters Score -1753649 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -1753668.750000 Penalty: 4854.078125
	Iteration 44Q: 3 clusters Score -1753669 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -1753685.000000 Penalty: 4854.078125
	Iteration 45Q: 3 clusters Score -1753685 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1753698.250000 Penalty: 4854.078125
	Iteration 46Q: 3 clusters Score -1753698 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -1753709.750000 Penalty: 4854.078125
	Iteration 47Q: 3 clusters Score -1753710 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1753722.125000 Penalty: 4854.078125
	Iteration 48Q: 3 clusters Score -1753722 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -1753734.375000 Penalty: 4854.078125
	Iteration 49Q: 3 clusters Score -1753734 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -1753744.875000 Penalty: 4854.078125
	Iteration 50Q: 3 clusters Score -1753745 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -1753755.875000 Penalty: 4854.078125
	Iteration 51Q: 3 clusters Score -1753756 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -1753760.000000 Penalty: 4854.078125
	Iteration 52Q: 3 clusters Score -1753760 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -1753767.375000 Penalty: 4854.078125
	Iteration 53Q: 3 clusters Score -1753767 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -1753765.875000 Penalty: 4854.078125
	Iteration 54Q: 3 clusters Score -1753766 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1753774.875000 Penalty: 4854.078125
	Iteration 55Q: 3 clusters Score -1753775 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -1753779.000000 Penalty: 4854.078125
	Iteration 56Q: 3 clusters Score -1753779 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1753781.625000 Penalty: 4854.078125
	Iteration 57Q: 3 clusters Score -1753782 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -1753793.000000 Penalty: 4854.078125
	Iteration 58Q: 3 clusters Score -1753793 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -1753797.125000 Penalty: 4854.078125
	Iteration 59Q: 3 clusters Score -1753797 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -1753802.125000 Penalty: 4854.078125
	Iteration 60F: 3 clusters Score -1753802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -1753804.750000 Penalty: 4854.078125
	Iteration 61Q: 3 clusters Score -1753805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -1753806.625000 Penalty: 4854.078125
	Iteration 62Q: 3 clusters Score -1753807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -1753807.375000 Penalty: 4854.078125
	Iteration 63Q: 3 clusters Score -1753807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -1753807.000000 Penalty: 4854.078125
	Iteration 64Q: 3 clusters Score -1753807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -1753808.000000 Penalty: 4854.078125
	Iteration 65Q: 3 clusters Score -1753808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -1753809.250000 Penalty: 4854.078125
	Iteration 66Q: 3 clusters Score -1753809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -1753807.625000 Penalty: 4854.078125
	Iteration 67Q: 3 clusters Score -1753808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1753805.375000 Penalty: 4854.078125
	Iteration 68Q: 3 clusters Score -1753805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -1753805.250000 Penalty: 4854.078125
	Iteration 69Q: 3 clusters Score -1753805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -1753806.500000 Penalty: 4854.078125
	Iteration 70Q: 3 clusters Score -1753806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -1753806.500000 Penalty: 4854.078125
	Iteration 71F: 3 clusters Score -1753806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Entering Unmasked Estep 
Score: -701394.937500 Penalty: 2197.051758
	Iteration 0F: 2 clusters Score -701394.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -695609.562500 Penalty: 4394.103516
	Iteration 0F: 3 clusters Score -695609.6 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -697261.875000 Penalty: 4394.103516
	Iteration 1F: 3 clusters Score -697261.9 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -697730.250000 Penalty: 4394.103516
	Iteration 2F: 3 clusters Score -697730.2 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -698155.500000 Penalty: 4394.103516
	Iteration 3F: 3 clusters Score -698155.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -698534.312500 Penalty: 4394.103516
	Iteration 4F: 3 clusters Score -698534.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -698890.500000 Penalty: 4394.103516
	Iteration 5F: 3 clusters Score -698890.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -699165.062500 Penalty: 4394.103516
	Iteration 6F: 3 clusters Score -699165.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -699367.562500 Penalty: 4394.103516
	Iteration 7Q: 3 clusters Score -699367.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -699520.625000 Penalty: 4394.103516
	Iteration 8Q: 3 clusters Score -699520.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -699614.812500 Penalty: 4394.103516
	Iteration 9Q: 3 clusters Score -699614.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -699674.937500 Penalty: 4394.103516
	Iteration 10Q: 3 clusters Score -699674.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -699711.187500 Penalty: 4394.103516
	Iteration 11Q: 3 clusters Score -699711.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -699736.125000 Penalty: 4394.103516
	Iteration 12Q: 3 clusters Score -699736.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -699759.187500 Penalty: 4394.103516
	Iteration 13Q: 3 clusters Score -699759.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -699775.687500 Penalty: 4394.103516
	Iteration 14Q: 3 clusters Score -699775.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -699788.875000 Penalty: 4394.103516
	Iteration 15Q: 3 clusters Score -699788.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -699799.312500 Penalty: 4394.103516
	Iteration 16Q: 3 clusters Score -699799.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -699812.312500 Penalty: 4394.103516
	Iteration 17Q: 3 clusters Score -699812.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -699823.500000 Penalty: 4394.103516
	Iteration 18Q: 3 clusters Score -699823.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -699835.375000 Penalty: 4394.103516
	Iteration 19Q: 3 clusters Score -699835.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -699849.187500 Penalty: 4394.103516
	Iteration 20F: 3 clusters Score -699849.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -699864.312500 Penalty: 4394.103516
	Iteration 21Q: 3 clusters Score -699864.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -699895.500000 Penalty: 4394.103516
	Iteration 22Q: 3 clusters Score -699895.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -699934.562500 Penalty: 4394.103516
	Iteration 23Q: 3 clusters Score -699934.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -699962.125000 Penalty: 4394.103516
	Iteration 24Q: 3 clusters Score -699962.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -699989.187500 Penalty: 4394.103516
	Iteration 25Q: 3 clusters Score -699989.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -700018.062500 Penalty: 4394.103516
	Iteration 26Q: 3 clusters Score -700018.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -700044.437500 Penalty: 4394.103516
	Iteration 27Q: 3 clusters Score -700044.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -700063.750000 Penalty: 4394.103516
	Iteration 28Q: 3 clusters Score -700063.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -700081.875000 Penalty: 4394.103516
	Iteration 29Q: 3 clusters Score -700081.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -700091.062500 Penalty: 4394.103516
	Iteration 30Q: 3 clusters Score -700091.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -700101.625000 Penalty: 4394.103516
	Iteration 31Q: 3 clusters Score -700101.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -700113.187500 Penalty: 4394.103516
	Iteration 32Q: 3 clusters Score -700113.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -700119.937500 Penalty: 4394.103516
	Iteration 33Q: 3 clusters Score -700119.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -700128.625000 Penalty: 4394.103516
	Iteration 34Q: 3 clusters Score -700128.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -700136.500000 Penalty: 4394.103516
	Iteration 35Q: 3 clusters Score -700136.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -700145.125000 Penalty: 4394.103516
	Iteration 36Q: 3 clusters Score -700145.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -700151.875000 Penalty: 4394.103516
	Iteration 37Q: 3 clusters Score -700151.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -700159.500000 Penalty: 4394.103516
	Iteration 38Q: 3 clusters Score -700159.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -700164.875000 Penalty: 4394.103516
	Iteration 39Q: 3 clusters Score -700164.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -700169.187500 Penalty: 4394.103516
	Iteration 40F: 3 clusters Score -700169.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -700176.500000 Penalty: 4394.103516
	Iteration 41Q: 3 clusters Score -700176.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -700188.875000 Penalty: 4394.103516
	Iteration 42Q: 3 clusters Score -700188.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -700202.625000 Penalty: 4394.103516
	Iteration 43Q: 3 clusters Score -700202.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -700224.312500 Penalty: 4394.103516
	Iteration 44Q: 3 clusters Score -700224.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -700251.000000 Penalty: 4394.103516
	Iteration 45Q: 3 clusters Score -700251 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -700300.500000 Penalty: 4394.103516
	Iteration 46Q: 3 clusters Score -700300.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -700363.000000 Penalty: 4394.103516
	Iteration 47Q: 3 clusters Score -700363 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -700405.500000 Penalty: 4394.103516
	Iteration 48Q: 3 clusters Score -700405.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -700428.312500 Penalty: 4394.103516
	Iteration 49Q: 3 clusters Score -700428.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -700437.500000 Penalty: 4394.103516
	Iteration 50Q: 3 clusters Score -700437.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -700445.687500 Penalty: 4394.103516
	Iteration 51Q: 3 clusters Score -700445.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -700450.875000 Penalty: 4394.103516
	Iteration 52Q: 3 clusters Score -700450.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -700454.812500 Penalty: 4394.103516
	Iteration 53Q: 3 clusters Score -700454.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -700459.250000 Penalty: 4394.103516
	Iteration 54Q: 3 clusters Score -700459.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -700460.437500 Penalty: 4394.103516
	Iteration 55Q: 3 clusters Score -700460.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -700464.187500 Penalty: 4394.103516
	Iteration 56Q: 3 clusters Score -700464.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -700464.875000 Penalty: 4394.103516
	Iteration 57Q: 3 clusters Score -700464.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -700465.562500 Penalty: 4394.103516
	Iteration 58Q: 3 clusters Score -700465.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -700466.875000 Penalty: 4394.103516
	Iteration 59Q: 3 clusters Score -700466.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -700468.000000 Penalty: 4394.103516
	Iteration 60F: 3 clusters Score -700468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -700466.562500 Penalty: 4394.103516
	Iteration 61Q: 3 clusters Score -700466.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -700471.125000 Penalty: 4394.103516
	Iteration 62Q: 3 clusters Score -700471.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -700473.250000 Penalty: 4394.103516
	Iteration 63Q: 3 clusters Score -700473.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -700472.312500 Penalty: 4394.103516
	Iteration 64Q: 3 clusters Score -700472.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -700470.937500 Penalty: 4394.103516
	Iteration 65Q: 3 clusters Score -700470.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -700472.937500 Penalty: 4394.103516
	Iteration 66Q: 3 clusters Score -700472.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -700474.875000 Penalty: 4394.103516
	Iteration 67Q: 3 clusters Score -700474.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -700474.937500 Penalty: 4394.103516
	Iteration 68Q: 3 clusters Score -700474.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -700474.937500 Penalty: 4394.103516
	Iteration 69F: 3 clusters Score -700474.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Entering Unmasked Estep 
Score: -33913.382812 Penalty: 1459.753784
	Iteration 0F: 2 clusters Score -33913.38 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 184 members 
Entering Unmasked Estep 
Score: -32622.279297 Penalty: 2919.507568
	Iteration 0F: 3 clusters Score -32622.28 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -32807.878906 Penalty: 2919.507568
	Iteration 1F: 3 clusters Score -32807.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -32914.953125 Penalty: 2919.507568
	Iteration 2F: 3 clusters Score -32914.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -32955.988281 Penalty: 2919.507568
	Iteration 3Q: 3 clusters Score -32955.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -32975.667969 Penalty: 2919.507568
	Iteration 4Q: 3 clusters Score -32975.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -32982.996094 Penalty: 2919.507568
	Iteration 5Q: 3 clusters Score -32983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -32993.519531 Penalty: 2919.507568
	Iteration 6Q: 3 clusters Score -32993.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -33005.910156 Penalty: 2919.507568
	Iteration 7Q: 3 clusters Score -33005.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -33034.679688 Penalty: 2919.507568
	Iteration 8Q: 3 clusters Score -33034.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -33077.437500 Penalty: 2919.507568
	Iteration 9Q: 3 clusters Score -33077.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -33102.500000 Penalty: 2919.507568
	Iteration 10Q: 3 clusters Score -33102.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -33105.222656 Penalty: 2919.507568
	Iteration 11Q: 3 clusters Score -33105.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -33107.375000 Penalty: 2919.507568
	Iteration 12Q: 3 clusters Score -33107.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -33110.218750 Penalty: 2919.507568
	Iteration 13Q: 3 clusters Score -33110.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -33110.218750 Penalty: 2919.507568
	Iteration 14F: 3 clusters Score -33110.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (75134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75134 members 
Entering Unmasked Estep 
Score: -8353610.500000 Penalty: 2784.303223
	Iteration 0F: 2 clusters Score -8353610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37439 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -8303113.000000 Penalty: 5568.606445
	Iteration 0F: 3 clusters Score -8303113 nChanged 35238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 38797 members 
Entering Unmasked Estep 
Score: -8323253.000000 Penalty: 5568.606445
	Iteration 1F: 3 clusters Score -8323253 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35631 members 
Mstep: Class 2 contains 39503 members 
Entering Unmasked Estep 
Score: -8323928.000000 Penalty: 5568.606445
	Iteration 2Q: 3 clusters Score -8323928 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -8324635.000000 Penalty: 5568.606445
	Iteration 3Q: 3 clusters Score -8324635 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 42087 members 
Entering Unmasked Estep 
Score: -8325512.500000 Penalty: 5568.606445
	Iteration 4Q: 3 clusters Score -8325512 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 44301 members 
Entering Unmasked Estep 
Score: -8326646.500000 Penalty: 5568.606445
	Iteration 5Q: 3 clusters Score -8326646 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 47452 members 
Entering Unmasked Estep 
Score: -8328416.000000 Penalty: 5568.606445
	Iteration 6Q: 3 clusters Score -8328416 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 51754 members 
Entering Unmasked Estep 
Score: -8331162.000000 Penalty: 5568.606445
	Iteration 7F: 3 clusters Score -8331162 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 57103 members 
Entering Unmasked Estep 
Score: -8335236.500000 Penalty: 5568.606445
	Iteration 8F: 3 clusters Score -8335236 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 62931 members 
Entering Unmasked Estep 
Score: -8340284.500000 Penalty: 5568.606445
	Iteration 9F: 3 clusters Score -8340284 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 68064 members 
Entering Unmasked Estep 
Score: -8344946.500000 Penalty: 5568.606445
	Iteration 10F: 3 clusters Score -8344946 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 71511 members 
Entering Unmasked Estep 
Score: -8348065.000000 Penalty: 5568.606445
	Iteration 11Q: 3 clusters Score -8348065 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 73365 members 
Entering Unmasked Estep 
Score: -8349821.000000 Penalty: 5568.606445
	Iteration 12Q: 3 clusters Score -8349821 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 74140 members 
Entering Unmasked Estep 
Score: -8350544.500000 Penalty: 5568.606445
	Iteration 13Q: 3 clusters Score -8350544 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 74409 members 
Entering Unmasked Estep 
Score: -8350858.500000 Penalty: 5568.606445
	Iteration 14Q: 3 clusters Score -8350858 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 74524 members 
Entering Unmasked Estep 
Score: -8351010.500000 Penalty: 5568.606445
	Iteration 15Q: 3 clusters Score -8351010 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 74574 members 
Entering Unmasked Estep 
Score: -8351073.500000 Penalty: 5568.606445
	Iteration 16Q: 3 clusters Score -8351074 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 74600 members 
Entering Unmasked Estep 
Score: -8351112.000000 Penalty: 5568.606445
	Iteration 17Q: 3 clusters Score -8351112 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 74621 members 
Entering Unmasked Estep 
Score: -8351147.000000 Penalty: 5568.606445
	Iteration 18Q: 3 clusters Score -8351147 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 74634 members 
Entering Unmasked Estep 
Score: -8351183.000000 Penalty: 5568.606445
	Iteration 19Q: 3 clusters Score -8351183 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 74637 members 
Entering Unmasked Estep 
Score: -8351206.000000 Penalty: 5568.606445
	Iteration 20F: 3 clusters Score -8351206 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 74644 members 
Entering Unmasked Estep 
Score: -8351225.500000 Penalty: 5568.606445
	Iteration 21Q: 3 clusters Score -8351226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 74646 members 
Entering Unmasked Estep 
Score: -8351243.500000 Penalty: 5568.606445
	Iteration 22Q: 3 clusters Score -8351244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 74650 members 
Entering Unmasked Estep 
Score: -8351252.000000 Penalty: 5568.606445
	Iteration 23Q: 3 clusters Score -8351252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 74654 members 
Entering Unmasked Estep 
Score: -8351260.000000 Penalty: 5568.606445
	Iteration 24Q: 3 clusters Score -8351260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 74659 members 
Entering Unmasked Estep 
Score: -8351257.500000 Penalty: 5568.606445
	Iteration 25Q: 3 clusters Score -8351258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 74664 members 
Entering Unmasked Estep 
Score: -8351267.500000 Penalty: 5568.606445
	Iteration 26Q: 3 clusters Score -8351268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 74664 members 
Entering Unmasked Estep 
Score: -8351271.500000 Penalty: 5568.606445
	Iteration 27Q: 3 clusters Score -8351272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 74666 members 
Entering Unmasked Estep 
Score: -8351271.000000 Penalty: 5568.606445
	Iteration 28Q: 3 clusters Score -8351271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 74668 members 
Entering Unmasked Estep 
Score: -8351270.500000 Penalty: 5568.606445
	Iteration 29Q: 3 clusters Score -8351270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 74669 members 
Entering Unmasked Estep 
Score: -8351278.500000 Penalty: 5568.606445
	Iteration 30Q: 3 clusters Score -8351278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 74670 members 
Entering Unmasked Estep 
Score: -8351277.500000 Penalty: 5568.606445
	Iteration 31Q: 3 clusters Score -8351278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 74674 members 
Entering Unmasked Estep 
Score: -8351294.000000 Penalty: 5568.606445
	Iteration 32Q: 3 clusters Score -8351294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 74680 members 
Entering Unmasked Estep 
Score: -8351294.500000 Penalty: 5568.606445
	Iteration 33Q: 3 clusters Score -8351294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 74686 members 
Entering Unmasked Estep 
Score: -8351300.500000 Penalty: 5568.606445
	Iteration 34Q: 3 clusters Score -8351300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 74691 members 
Entering Unmasked Estep 
Score: -8351320.000000 Penalty: 5568.606445
	Iteration 35Q: 3 clusters Score -8351320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 74701 members 
Entering Unmasked Estep 
Score: -8351343.000000 Penalty: 5568.606445
	Iteration 36Q: 3 clusters Score -8351343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 74707 members 
Entering Unmasked Estep 
Score: -8351354.000000 Penalty: 5568.606445
	Iteration 37Q: 3 clusters Score -8351354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 74712 members 
Entering Unmasked Estep 
Score: -8351365.000000 Penalty: 5568.606445
	Iteration 38Q: 3 clusters Score -8351365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 74715 members 
Entering Unmasked Estep 
Score: -8351374.500000 Penalty: 5568.606445
	Iteration 39Q: 3 clusters Score -8351374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 74720 members 
Entering Unmasked Estep 
Score: -8351377.000000 Penalty: 5568.606445
	Iteration 40F: 3 clusters Score -8351377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 74724 members 
Entering Unmasked Estep 
Score: -8351378.500000 Penalty: 5568.606445
	Iteration 41Q: 3 clusters Score -8351378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 74724 members 
Entering Unmasked Estep 
Score: -8351384.000000 Penalty: 5568.606445
	Iteration 42Q: 3 clusters Score -8351384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 74723 members 
Entering Unmasked Estep 
Score: -8351390.000000 Penalty: 5568.606445
	Iteration 43Q: 3 clusters Score -8351390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 74723 members 
Entering Unmasked Estep 
Score: -8351390.000000 Penalty: 5568.606445
	Iteration 44F: 3 clusters Score -8351390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Entering Unmasked Estep 
Score: -269886.875000 Penalty: 1939.966309
	Iteration 0F: 2 clusters Score -269886.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -266950.062500 Penalty: 3879.932617
	Iteration 0F: 3 clusters Score -266950.1 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -267571.468750 Penalty: 3879.932617
	Iteration 1F: 3 clusters Score -267571.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -267743.718750 Penalty: 3879.932617
	Iteration 2F: 3 clusters Score -267743.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -267873.156250 Penalty: 3879.932617
	Iteration 3F: 3 clusters Score -267873.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -267985.093750 Penalty: 3879.932617
	Iteration 4F: 3 clusters Score -267985.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -268075.500000 Penalty: 3879.932617
	Iteration 5Q: 3 clusters Score -268075.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -268161.281250 Penalty: 3879.932617
	Iteration 6Q: 3 clusters Score -268161.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -268256.875000 Penalty: 3879.932617
	Iteration 7Q: 3 clusters Score -268256.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -268332.718750 Penalty: 3879.932617
	Iteration 8Q: 3 clusters Score -268332.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -268380.281250 Penalty: 3879.932617
	Iteration 9Q: 3 clusters Score -268380.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -268416.781250 Penalty: 3879.932617
	Iteration 10Q: 3 clusters Score -268416.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -268442.687500 Penalty: 3879.932617
	Iteration 11Q: 3 clusters Score -268442.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -268455.468750 Penalty: 3879.932617
	Iteration 12Q: 3 clusters Score -268455.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -268467.093750 Penalty: 3879.932617
	Iteration 13Q: 3 clusters Score -268467.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -268474.750000 Penalty: 3879.932617
	Iteration 14Q: 3 clusters Score -268474.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -268480.281250 Penalty: 3879.932617
	Iteration 15Q: 3 clusters Score -268480.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -268485.406250 Penalty: 3879.932617
	Iteration 16Q: 3 clusters Score -268485.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -268486.968750 Penalty: 3879.932617
	Iteration 17Q: 3 clusters Score -268487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -268490.531250 Penalty: 3879.932617
	Iteration 18Q: 3 clusters Score -268490.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -268492.375000 Penalty: 3879.932617
	Iteration 19Q: 3 clusters Score -268492.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -268494.093750 Penalty: 3879.932617
	Iteration 20F: 3 clusters Score -268494.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -268494.812500 Penalty: 3879.932617
	Iteration 21Q: 3 clusters Score -268494.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -268494.812500 Penalty: 3879.932617
	Iteration 22F: 3 clusters Score -268494.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Entering Unmasked Estep 
Score: -1434995.750000 Penalty: 2357.097900
	Iteration 0F: 2 clusters Score -1434996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1425151.750000 Penalty: 4714.195801
	Iteration 0F: 3 clusters Score -1425152 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1428312.375000 Penalty: 4714.195801
	Iteration 1F: 3 clusters Score -1428312 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1428781.875000 Penalty: 4714.195801
	Iteration 2F: 3 clusters Score -1428782 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1429171.875000 Penalty: 4714.195801
	Iteration 3F: 3 clusters Score -1429172 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1429522.750000 Penalty: 4714.195801
	Iteration 4Q: 3 clusters Score -1429523 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1429843.750000 Penalty: 4714.195801
	Iteration 5Q: 3 clusters Score -1429844 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1430126.750000 Penalty: 4714.195801
	Iteration 6Q: 3 clusters Score -1430127 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1430421.625000 Penalty: 4714.195801
	Iteration 7Q: 3 clusters Score -1430422 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1430688.875000 Penalty: 4714.195801
	Iteration 8Q: 3 clusters Score -1430689 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1430948.625000 Penalty: 4714.195801
	Iteration 9Q: 3 clusters Score -1430949 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1431220.750000 Penalty: 4714.195801
	Iteration 10Q: 3 clusters Score -1431221 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1431459.000000 Penalty: 4714.195801
	Iteration 11Q: 3 clusters Score -1431459 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1431682.125000 Penalty: 4714.195801
	Iteration 12Q: 3 clusters Score -1431682 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1431830.500000 Penalty: 4714.195801
	Iteration 13Q: 3 clusters Score -1431830 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1431930.125000 Penalty: 4714.195801
	Iteration 14Q: 3 clusters Score -1431930 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1431997.000000 Penalty: 4714.195801
	Iteration 15Q: 3 clusters Score -1431997 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1432041.250000 Penalty: 4714.195801
	Iteration 16Q: 3 clusters Score -1432041 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1432072.500000 Penalty: 4714.195801
	Iteration 17Q: 3 clusters Score -1432072 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1432109.750000 Penalty: 4714.195801
	Iteration 18Q: 3 clusters Score -1432110 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1432139.250000 Penalty: 4714.195801
	Iteration 19Q: 3 clusters Score -1432139 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1432162.500000 Penalty: 4714.195801
	Iteration 20F: 3 clusters Score -1432162 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1432182.125000 Penalty: 4714.195801
	Iteration 21Q: 3 clusters Score -1432182 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1432208.000000 Penalty: 4714.195801
	Iteration 22Q: 3 clusters Score -1432208 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1432233.375000 Penalty: 4714.195801
	Iteration 23Q: 3 clusters Score -1432233 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1432261.875000 Penalty: 4714.195801
	Iteration 24Q: 3 clusters Score -1432262 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1432286.625000 Penalty: 4714.195801
	Iteration 25Q: 3 clusters Score -1432287 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1432316.500000 Penalty: 4714.195801
	Iteration 26Q: 3 clusters Score -1432316 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1432340.875000 Penalty: 4714.195801
	Iteration 27Q: 3 clusters Score -1432341 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1432361.500000 Penalty: 4714.195801
	Iteration 28Q: 3 clusters Score -1432362 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1432374.125000 Penalty: 4714.195801
	Iteration 29Q: 3 clusters Score -1432374 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1432392.625000 Penalty: 4714.195801
	Iteration 30Q: 3 clusters Score -1432393 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1432414.500000 Penalty: 4714.195801
	Iteration 31Q: 3 clusters Score -1432414 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1432428.625000 Penalty: 4714.195801
	Iteration 32Q: 3 clusters Score -1432429 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1432445.250000 Penalty: 4714.195801
	Iteration 33Q: 3 clusters Score -1432445 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1432458.000000 Penalty: 4714.195801
	Iteration 34Q: 3 clusters Score -1432458 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1432472.500000 Penalty: 4714.195801
	Iteration 35Q: 3 clusters Score -1432472 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1432483.125000 Penalty: 4714.195801
	Iteration 36Q: 3 clusters Score -1432483 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1432492.625000 Penalty: 4714.195801
	Iteration 37Q: 3 clusters Score -1432493 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1432501.500000 Penalty: 4714.195801
	Iteration 38Q: 3 clusters Score -1432502 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1432510.375000 Penalty: 4714.195801
	Iteration 39Q: 3 clusters Score -1432510 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1432516.750000 Penalty: 4714.195801
	Iteration 40F: 3 clusters Score -1432517 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1432522.500000 Penalty: 4714.195801
	Iteration 41Q: 3 clusters Score -1432522 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1432527.250000 Penalty: 4714.195801
	Iteration 42Q: 3 clusters Score -1432527 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1432530.500000 Penalty: 4714.195801
	Iteration 43Q: 3 clusters Score -1432530 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1432533.125000 Penalty: 4714.195801
	Iteration 44Q: 3 clusters Score -1432533 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1432541.000000 Penalty: 4714.195801
	Iteration 45Q: 3 clusters Score -1432541 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1432545.500000 Penalty: 4714.195801
	Iteration 46Q: 3 clusters Score -1432546 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1432551.500000 Penalty: 4714.195801
	Iteration 47Q: 3 clusters Score -1432552 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1432554.875000 Penalty: 4714.195801
	Iteration 48Q: 3 clusters Score -1432555 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1432557.250000 Penalty: 4714.195801
	Iteration 49Q: 3 clusters Score -1432557 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1432562.125000 Penalty: 4714.195801
	Iteration 50Q: 3 clusters Score -1432562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1432565.875000 Penalty: 4714.195801
	Iteration 51Q: 3 clusters Score -1432566 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1432570.375000 Penalty: 4714.195801
	Iteration 52Q: 3 clusters Score -1432570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1432571.000000 Penalty: 4714.195801
	Iteration 53Q: 3 clusters Score -1432571 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1432575.375000 Penalty: 4714.195801
	Iteration 54Q: 3 clusters Score -1432575 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1432573.625000 Penalty: 4714.195801
	Iteration 55Q: 3 clusters Score -1432574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1432571.500000 Penalty: 4714.195801
	Iteration 56Q: 3 clusters Score -1432572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1432575.125000 Penalty: 4714.195801
	Iteration 57Q: 3 clusters Score -1432575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1432576.125000 Penalty: 4714.195801
	Iteration 58Q: 3 clusters Score -1432576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1432580.875000 Penalty: 4714.195801
	Iteration 59Q: 3 clusters Score -1432581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1432583.750000 Penalty: 4714.195801
	Iteration 60F: 3 clusters Score -1432584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1432581.375000 Penalty: 4714.195801
	Iteration 61Q: 3 clusters Score -1432581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1432583.250000 Penalty: 4714.195801
	Iteration 62Q: 3 clusters Score -1432583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1432583.875000 Penalty: 4714.195801
	Iteration 63Q: 3 clusters Score -1432584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1432586.500000 Penalty: 4714.195801
	Iteration 64Q: 3 clusters Score -1432586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1432586.375000 Penalty: 4714.195801
	Iteration 65Q: 3 clusters Score -1432586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1432587.375000 Penalty: 4714.195801
	Iteration 66Q: 3 clusters Score -1432587 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1432588.125000 Penalty: 4714.195801
	Iteration 67Q: 3 clusters Score -1432588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1432589.500000 Penalty: 4714.195801
	Iteration 68Q: 3 clusters Score -1432590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1432591.500000 Penalty: 4714.195801
	Iteration 69Q: 3 clusters Score -1432592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1432588.250000 Penalty: 4714.195801
	Iteration 70Q: 3 clusters Score -1432588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1432592.000000 Penalty: 4714.195801
	Iteration 71Q: 3 clusters Score -1432592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1432593.125000 Penalty: 4714.195801
	Iteration 72Q: 3 clusters Score -1432593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1432596.375000 Penalty: 4714.195801
	Iteration 73Q: 3 clusters Score -1432596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1432599.500000 Penalty: 4714.195801
	Iteration 74Q: 3 clusters Score -1432600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1432597.375000 Penalty: 4714.195801
	Iteration 75Q: 3 clusters Score -1432597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1432597.375000 Penalty: 4714.195801
	Iteration 76Q: 3 clusters Score -1432597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1432596.500000 Penalty: 4714.195801
	Iteration 77Q: 3 clusters Score -1432596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1432600.375000 Penalty: 4714.195801
	Iteration 78Q: 3 clusters Score -1432600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1432604.375000 Penalty: 4714.195801
	Iteration 79Q: 3 clusters Score -1432604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1432604.125000 Penalty: 4714.195801
	Iteration 80F: 3 clusters Score -1432604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Entering Unmasked Estep 
Score: -167606.843750 Penalty: 1826.878418
	Iteration 0F: 2 clusters Score -167606.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -165266.359375 Penalty: 3653.756836
	Iteration 0F: 3 clusters Score -165266.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -165653.109375 Penalty: 3653.756836
	Iteration 1F: 3 clusters Score -165653.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -165732.078125 Penalty: 3653.756836
	Iteration 2F: 3 clusters Score -165732.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -165782.234375 Penalty: 3653.756836
	Iteration 3Q: 3 clusters Score -165782.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -165828.093750 Penalty: 3653.756836
	Iteration 4Q: 3 clusters Score -165828.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -165847.984375 Penalty: 3653.756836
	Iteration 5Q: 3 clusters Score -165848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -165862.906250 Penalty: 3653.756836
	Iteration 6Q: 3 clusters Score -165862.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -165873.812500 Penalty: 3653.756836
	Iteration 7Q: 3 clusters Score -165873.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -165886.406250 Penalty: 3653.756836
	Iteration 8Q: 3 clusters Score -165886.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -165894.359375 Penalty: 3653.756836
	Iteration 9Q: 3 clusters Score -165894.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -165901.875000 Penalty: 3653.756836
	Iteration 10Q: 3 clusters Score -165901.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -165908.484375 Penalty: 3653.756836
	Iteration 11Q: 3 clusters Score -165908.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -165917.046875 Penalty: 3653.756836
	Iteration 12Q: 3 clusters Score -165917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -165921.109375 Penalty: 3653.756836
	Iteration 13Q: 3 clusters Score -165921.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -165922.765625 Penalty: 3653.756836
	Iteration 14Q: 3 clusters Score -165922.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -165926.390625 Penalty: 3653.756836
	Iteration 15Q: 3 clusters Score -165926.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -165927.328125 Penalty: 3653.756836
	Iteration 16Q: 3 clusters Score -165927.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -165927.328125 Penalty: 3653.756836
	Iteration 17F: 3 clusters Score -165927.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -13971.347656 Penalty: 1280.866943
	Iteration 0F: 2 clusters Score -13971.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12941.232422 Penalty: 2561.733887
	Iteration 0F: 3 clusters Score -12941.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13012.518555 Penalty: 2561.733887
	Iteration 1F: 3 clusters Score -13012.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13026.009766 Penalty: 2561.733887
	Iteration 2Q: 3 clusters Score -13026.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13028.714844 Penalty: 2561.733887
	Iteration 3Q: 3 clusters Score -13028.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13028.714844 Penalty: 2561.733887
	Iteration 4F: 3 clusters Score -13028.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37659 members 
Entering Unmasked Estep 
Score: -4154124.500000 Penalty: 2613.009277
	Iteration 0F: 2 clusters Score -4154124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -4128619.750000 Penalty: 5226.018555
	Iteration 0F: 3 clusters Score -4128620 nChanged 17068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -4137770.750000 Penalty: 5226.018555
	Iteration 1F: 3 clusters Score -4137771 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -4138189.750000 Penalty: 5226.018555
	Iteration 2Q: 3 clusters Score -4138190 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -4138593.000000 Penalty: 5226.018555
	Iteration 3Q: 3 clusters Score -4138593 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -4139003.500000 Penalty: 5226.018555
	Iteration 4Q: 3 clusters Score -4139004 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -4139555.250000 Penalty: 5226.018555
	Iteration 5Q: 3 clusters Score -4139555 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -4140299.500000 Penalty: 5226.018555
	Iteration 6Q: 3 clusters Score -4140300 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -4141468.250000 Penalty: 5226.018555
	Iteration 7F: 3 clusters Score -4141468 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -4143374.250000 Penalty: 5226.018555
	Iteration 8F: 3 clusters Score -4143374 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -4145931.000000 Penalty: 5226.018555
	Iteration 9F: 3 clusters Score -4145931 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -4148536.250000 Penalty: 5226.018555
	Iteration 10F: 3 clusters Score -4148536 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -4150276.750000 Penalty: 5226.018555
	Iteration 11Q: 3 clusters Score -4150277 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36908 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4151157.250000 Penalty: 5226.018555
	Iteration 12Q: 3 clusters Score -4151157 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4151520.500000 Penalty: 5226.018555
	Iteration 13Q: 3 clusters Score -4151520 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4151674.750000 Penalty: 5226.018555
	Iteration 14Q: 3 clusters Score -4151675 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4151732.500000 Penalty: 5226.018555
	Iteration 15Q: 3 clusters Score -4151732 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4151773.500000 Penalty: 5226.018555
	Iteration 16Q: 3 clusters Score -4151774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4151794.250000 Penalty: 5226.018555
	Iteration 17Q: 3 clusters Score -4151794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4151804.500000 Penalty: 5226.018555
	Iteration 18Q: 3 clusters Score -4151804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -4151811.000000 Penalty: 5226.018555
	Iteration 19Q: 3 clusters Score -4151811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -4151809.250000 Penalty: 5226.018555
	Iteration 20F: 3 clusters Score -4151809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4151813.500000 Penalty: 5226.018555
	Iteration 21Q: 3 clusters Score -4151814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -4151816.500000 Penalty: 5226.018555
	Iteration 22Q: 3 clusters Score -4151816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37426 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4151820.250000 Penalty: 5226.018555
	Iteration 23Q: 3 clusters Score -4151820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37426 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4151820.250000 Penalty: 5226.018555
	Iteration 24F: 3 clusters Score -4151820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Entering Unmasked Estep 
Score: -225557.375000 Penalty: 1889.204346
	Iteration 0F: 2 clusters Score -225557.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -222915.218750 Penalty: 3778.408691
	Iteration 0F: 3 clusters Score -222915.2 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -223360.984375 Penalty: 3778.408691
	Iteration 1F: 3 clusters Score -223361 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -223475.078125 Penalty: 3778.408691
	Iteration 2F: 3 clusters Score -223475.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -223554.046875 Penalty: 3778.408691
	Iteration 3Q: 3 clusters Score -223554 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -223597.625000 Penalty: 3778.408691
	Iteration 4Q: 3 clusters Score -223597.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -223628.437500 Penalty: 3778.408691
	Iteration 5Q: 3 clusters Score -223628.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -223660.140625 Penalty: 3778.408691
	Iteration 6Q: 3 clusters Score -223660.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -223692.453125 Penalty: 3778.408691
	Iteration 7Q: 3 clusters Score -223692.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -223726.281250 Penalty: 3778.408691
	Iteration 8Q: 3 clusters Score -223726.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -223748.890625 Penalty: 3778.408691
	Iteration 9Q: 3 clusters Score -223748.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -223757.453125 Penalty: 3778.408691
	Iteration 10Q: 3 clusters Score -223757.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -223764.593750 Penalty: 3778.408691
	Iteration 11Q: 3 clusters Score -223764.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -223773.359375 Penalty: 3778.408691
	Iteration 12Q: 3 clusters Score -223773.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -223777.656250 Penalty: 3778.408691
	Iteration 13Q: 3 clusters Score -223777.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -223779.515625 Penalty: 3778.408691
	Iteration 14Q: 3 clusters Score -223779.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -223780.437500 Penalty: 3778.408691
	Iteration 15Q: 3 clusters Score -223780.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -223780.437500 Penalty: 3778.408691
	Iteration 16F: 3 clusters Score -223780.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (139864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139864 members 
Entering Unmasked Estep 
Score: -14324726.000000 Penalty: 2938.409668
	Iteration 0F: 2 clusters Score -1.432473e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69611 members 
Mstep: Class 2 contains 70253 members 
Entering Unmasked Estep 
Score: -14231846.000000 Penalty: 5876.819336
	Iteration 0F: 3 clusters Score -1.423185e+07 nChanged 66756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65519 members 
Mstep: Class 2 contains 74345 members 
Entering Unmasked Estep 
Score: -14270786.000000 Penalty: 5876.819336
	Iteration 1F: 3 clusters Score -1.427079e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63179 members 
Mstep: Class 2 contains 76685 members 
Entering Unmasked Estep 
Score: -14272288.000000 Penalty: 5876.819336
	Iteration 2Q: 3 clusters Score -1.427229e+07 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59600 members 
Mstep: Class 2 contains 80264 members 
Entering Unmasked Estep 
Score: -14274554.000000 Penalty: 5876.819336
	Iteration 3Q: 3 clusters Score -1.427455e+07 nChanged 7103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54329 members 
Mstep: Class 2 contains 85535 members 
Entering Unmasked Estep 
Score: -14278130.000000 Penalty: 5876.819336
	Iteration 4F: 3 clusters Score -1.427813e+07 nChanged 8624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47107 members 
Mstep: Class 2 contains 92757 members 
Entering Unmasked Estep 
Score: -14283775.000000 Penalty: 5876.819336
	Iteration 5F: 3 clusters Score -1.428378e+07 nChanged 10006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 101653 members 
Entering Unmasked Estep 
Score: -14291704.000000 Penalty: 5876.819336
	Iteration 6F: 3 clusters Score -1.42917e+07 nChanged 10243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 110992 members 
Entering Unmasked Estep 
Score: -14300592.000000 Penalty: 5876.819336
	Iteration 7F: 3 clusters Score -1.430059e+07 nChanged 8571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 118847 members 
Entering Unmasked Estep 
Score: -14308426.000000 Penalty: 5876.819336
	Iteration 8F: 3 clusters Score -1.430843e+07 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 124451 members 
Entering Unmasked Estep 
Score: -14314148.000000 Penalty: 5876.819336
	Iteration 9Q: 3 clusters Score -1.431415e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 127986 members 
Entering Unmasked Estep 
Score: -14317646.000000 Penalty: 5876.819336
	Iteration 10Q: 3 clusters Score -1.431765e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 130152 members 
Entering Unmasked Estep 
Score: -14319696.000000 Penalty: 5876.819336
	Iteration 11Q: 3 clusters Score -1.43197e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 131515 members 
Entering Unmasked Estep 
Score: -14320825.000000 Penalty: 5876.819336
	Iteration 12Q: 3 clusters Score -1.432082e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 132441 members 
Entering Unmasked Estep 
Score: -14321754.000000 Penalty: 5876.819336
	Iteration 13Q: 3 clusters Score -1.432175e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 133080 members 
Entering Unmasked Estep 
Score: -14322466.000000 Penalty: 5876.819336
	Iteration 14Q: 3 clusters Score -1.432247e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 133492 members 
Entering Unmasked Estep 
Score: -14322883.000000 Penalty: 5876.819336
	Iteration 15Q: 3 clusters Score -1.432288e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 133802 members 
Entering Unmasked Estep 
Score: -14323169.000000 Penalty: 5876.819336
	Iteration 16Q: 3 clusters Score -1.432317e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 134024 members 
Entering Unmasked Estep 
Score: -14323387.000000 Penalty: 5876.819336
	Iteration 17Q: 3 clusters Score -1.432339e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 134181 members 
Entering Unmasked Estep 
Score: -14323541.000000 Penalty: 5876.819336
	Iteration 18Q: 3 clusters Score -1.432354e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 134298 members 
Entering Unmasked Estep 
Score: -14323590.000000 Penalty: 5876.819336
	Iteration 19Q: 3 clusters Score -1.432359e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 134420 members 
Entering Unmasked Estep 
Score: -14323649.000000 Penalty: 5876.819336
	Iteration 20F: 3 clusters Score -1.432365e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 134508 members 
Entering Unmasked Estep 
Score: -14323719.000000 Penalty: 5876.819336
	Iteration 21Q: 3 clusters Score -1.432372e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 134569 members 
Entering Unmasked Estep 
Score: -14323750.000000 Penalty: 5876.819336
	Iteration 22Q: 3 clusters Score -1.432375e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 134599 members 
Entering Unmasked Estep 
Score: -14323702.000000 Penalty: 5876.819336
	Iteration 23Q: 3 clusters Score -1.43237e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 134637 members 
Entering Unmasked Estep 
Score: -14323677.000000 Penalty: 5876.819336
	Iteration 24Q: 3 clusters Score -1.432368e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 134656 members 
Entering Unmasked Estep 
Score: -14323658.000000 Penalty: 5876.819336
	Iteration 25Q: 3 clusters Score -1.432366e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 134677 members 
Entering Unmasked Estep 
Score: -14323690.000000 Penalty: 5876.819336
	Iteration 26Q: 3 clusters Score -1.432369e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 134698 members 
Entering Unmasked Estep 
Score: -14323784.000000 Penalty: 5876.819336
	Iteration 27Q: 3 clusters Score -1.432378e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 134722 members 
Entering Unmasked Estep 
Score: -14323688.000000 Penalty: 5876.819336
	Iteration 28Q: 3 clusters Score -1.432369e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 134750 members 
Entering Unmasked Estep 
Score: -14323782.000000 Penalty: 5876.819336
	Iteration 29Q: 3 clusters Score -1.432378e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 134769 members 
Entering Unmasked Estep 
Score: -14323824.000000 Penalty: 5876.819336
	Iteration 30Q: 3 clusters Score -1.432382e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 134777 members 
Entering Unmasked Estep 
Score: -14323803.000000 Penalty: 5876.819336
	Iteration 31Q: 3 clusters Score -1.43238e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 134786 members 
Entering Unmasked Estep 
Score: -14323823.000000 Penalty: 5876.819336
	Iteration 32Q: 3 clusters Score -1.432382e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 134793 members 
Entering Unmasked Estep 
Score: -14323814.000000 Penalty: 5876.819336
	Iteration 33Q: 3 clusters Score -1.432381e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 134805 members 
Entering Unmasked Estep 
Score: -14323769.000000 Penalty: 5876.819336
	Iteration 34Q: 3 clusters Score -1.432377e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 134816 members 
Entering Unmasked Estep 
Score: -14323795.000000 Penalty: 5876.819336
	Iteration 35Q: 3 clusters Score -1.43238e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 134821 members 
Entering Unmasked Estep 
Score: -14323787.000000 Penalty: 5876.819336
	Iteration 36Q: 3 clusters Score -1.432379e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 134822 members 
Entering Unmasked Estep 
Score: -14323795.000000 Penalty: 5876.819336
	Iteration 37Q: 3 clusters Score -1.43238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 134823 members 
Entering Unmasked Estep 
Score: -14323782.000000 Penalty: 5876.819336
	Iteration 38Q: 3 clusters Score -1.432378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 134826 members 
Entering Unmasked Estep 
Score: -14323772.000000 Penalty: 5876.819336
	Iteration 39Q: 3 clusters Score -1.432377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 134824 members 
Entering Unmasked Estep 
Score: -14323772.000000 Penalty: 5876.819336
	Iteration 40F: 3 clusters Score -1.432377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 134824 members 
Entering Unmasked Estep 
Score: -14323761.000000 Penalty: 5876.819336
	Iteration 41Q: 3 clusters Score -1.432376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 134825 members 
Entering Unmasked Estep 
Score: -14323759.000000 Penalty: 5876.819336
	Iteration 42Q: 3 clusters Score -1.432376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 134824 members 
Entering Unmasked Estep 
Score: -14323762.000000 Penalty: 5876.819336
	Iteration 43Q: 3 clusters Score -1.432376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 134823 members 
Entering Unmasked Estep 
Score: -14323765.000000 Penalty: 5876.819336
	Iteration 44Q: 3 clusters Score -1.432376e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 134823 members 
Entering Unmasked Estep 
Score: -14323765.000000 Penalty: 5876.819336
	Iteration 45F: 3 clusters Score -1.432376e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Entering Unmasked Estep 
Score: -349090.718750 Penalty: 2010.565186
	Iteration 0F: 2 clusters Score -349090.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -345631.218750 Penalty: 4021.130371
	Iteration 0F: 3 clusters Score -345631.2 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -346353.250000 Penalty: 4021.130371
	Iteration 1F: 3 clusters Score -346353.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -346529.812500 Penalty: 4021.130371
	Iteration 2F: 3 clusters Score -346529.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -346629.250000 Penalty: 4021.130371
	Iteration 3Q: 3 clusters Score -346629.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -346721.656250 Penalty: 4021.130371
	Iteration 4Q: 3 clusters Score -346721.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -346799.000000 Penalty: 4021.130371
	Iteration 5Q: 3 clusters Score -346799 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -346859.687500 Penalty: 4021.130371
	Iteration 6Q: 3 clusters Score -346859.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -346919.281250 Penalty: 4021.130371
	Iteration 7Q: 3 clusters Score -346919.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -346969.593750 Penalty: 4021.130371
	Iteration 8Q: 3 clusters Score -346969.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -347015.937500 Penalty: 4021.130371
	Iteration 9Q: 3 clusters Score -347015.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -347061.750000 Penalty: 4021.130371
	Iteration 10Q: 3 clusters Score -347061.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -347119.281250 Penalty: 4021.130371
	Iteration 11Q: 3 clusters Score -347119.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -347163.812500 Penalty: 4021.130371
	Iteration 12Q: 3 clusters Score -347163.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -347190.250000 Penalty: 4021.130371
	Iteration 13Q: 3 clusters Score -347190.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -347201.187500 Penalty: 4021.130371
	Iteration 14Q: 3 clusters Score -347201.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -347210.875000 Penalty: 4021.130371
	Iteration 15Q: 3 clusters Score -347210.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -347220.500000 Penalty: 4021.130371
	Iteration 16Q: 3 clusters Score -347220.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -347227.375000 Penalty: 4021.130371
	Iteration 17Q: 3 clusters Score -347227.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -347233.468750 Penalty: 4021.130371
	Iteration 18Q: 3 clusters Score -347233.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -347240.156250 Penalty: 4021.130371
	Iteration 19Q: 3 clusters Score -347240.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -347244.875000 Penalty: 4021.130371
	Iteration 20F: 3 clusters Score -347244.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -347250.281250 Penalty: 4021.130371
	Iteration 21Q: 3 clusters Score -347250.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -347253.000000 Penalty: 4021.130371
	Iteration 22Q: 3 clusters Score -347253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -347256.750000 Penalty: 4021.130371
	Iteration 23Q: 3 clusters Score -347256.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -347258.187500 Penalty: 4021.130371
	Iteration 24Q: 3 clusters Score -347258.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -347259.750000 Penalty: 4021.130371
	Iteration 25Q: 3 clusters Score -347259.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -347260.093750 Penalty: 4021.130371
	Iteration 26Q: 3 clusters Score -347260.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -347262.562500 Penalty: 4021.130371
	Iteration 27Q: 3 clusters Score -347262.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -347264.281250 Penalty: 4021.130371
	Iteration 28Q: 3 clusters Score -347264.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -347264.406250 Penalty: 4021.130371
	Iteration 29Q: 3 clusters Score -347264.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -347264.406250 Penalty: 4021.130371
	Iteration 30F: 3 clusters Score -347264.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Entering Unmasked Estep 
Score: -1442399.000000 Penalty: 2352.847900
	Iteration 0F: 2 clusters Score -1442399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1432696.000000 Penalty: 4705.695801
	Iteration 0F: 3 clusters Score -1432696 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1435655.375000 Penalty: 4705.695801
	Iteration 1F: 3 clusters Score -1435655 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1436015.000000 Penalty: 4705.695801
	Iteration 2F: 3 clusters Score -1436015 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1436268.250000 Penalty: 4705.695801
	Iteration 3F: 3 clusters Score -1436268 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1436473.375000 Penalty: 4705.695801
	Iteration 4Q: 3 clusters Score -1436473 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1436659.250000 Penalty: 4705.695801
	Iteration 5Q: 3 clusters Score -1436659 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1436846.625000 Penalty: 4705.695801
	Iteration 6Q: 3 clusters Score -1436847 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1437076.500000 Penalty: 4705.695801
	Iteration 7Q: 3 clusters Score -1437076 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1437456.000000 Penalty: 4705.695801
	Iteration 8Q: 3 clusters Score -1437456 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1438062.625000 Penalty: 4705.695801
	Iteration 9F: 3 clusters Score -1438063 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1438875.750000 Penalty: 4705.695801
	Iteration 10F: 3 clusters Score -1438876 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1439672.250000 Penalty: 4705.695801
	Iteration 11F: 3 clusters Score -1439672 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1440199.875000 Penalty: 4705.695801
	Iteration 12F: 3 clusters Score -1440200 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1440478.375000 Penalty: 4705.695801
	Iteration 13Q: 3 clusters Score -1440478 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1440643.000000 Penalty: 4705.695801
	Iteration 14Q: 3 clusters Score -1440643 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1440736.000000 Penalty: 4705.695801
	Iteration 15Q: 3 clusters Score -1440736 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1440808.625000 Penalty: 4705.695801
	Iteration 16Q: 3 clusters Score -1440809 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1440857.125000 Penalty: 4705.695801
	Iteration 17Q: 3 clusters Score -1440857 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1440886.375000 Penalty: 4705.695801
	Iteration 18Q: 3 clusters Score -1440886 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1440902.625000 Penalty: 4705.695801
	Iteration 19Q: 3 clusters Score -1440903 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1440916.375000 Penalty: 4705.695801
	Iteration 20F: 3 clusters Score -1440916 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1440924.500000 Penalty: 4705.695801
	Iteration 21Q: 3 clusters Score -1440924 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1440925.500000 Penalty: 4705.695801
	Iteration 22Q: 3 clusters Score -1440926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1440926.625000 Penalty: 4705.695801
	Iteration 23Q: 3 clusters Score -1440927 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1440929.875000 Penalty: 4705.695801
	Iteration 24Q: 3 clusters Score -1440930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1440933.500000 Penalty: 4705.695801
	Iteration 25Q: 3 clusters Score -1440934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1440933.750000 Penalty: 4705.695801
	Iteration 26Q: 3 clusters Score -1440934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1440932.000000 Penalty: 4705.695801
	Iteration 27Q: 3 clusters Score -1440932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1440939.250000 Penalty: 4705.695801
	Iteration 28Q: 3 clusters Score -1440939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1440937.250000 Penalty: 4705.695801
	Iteration 29Q: 3 clusters Score -1440937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1440941.375000 Penalty: 4705.695801
	Iteration 30Q: 3 clusters Score -1440941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1440940.500000 Penalty: 4705.695801
	Iteration 31Q: 3 clusters Score -1440940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1440943.500000 Penalty: 4705.695801
	Iteration 32Q: 3 clusters Score -1440944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1440942.375000 Penalty: 4705.695801
	Iteration 33Q: 3 clusters Score -1440942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1440943.875000 Penalty: 4705.695801
	Iteration 34Q: 3 clusters Score -1440944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1440945.375000 Penalty: 4705.695801
	Iteration 35Q: 3 clusters Score -1440945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1440947.250000 Penalty: 4705.695801
	Iteration 36Q: 3 clusters Score -1440947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1440945.250000 Penalty: 4705.695801
	Iteration 37Q: 3 clusters Score -1440945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1440948.500000 Penalty: 4705.695801
	Iteration 38Q: 3 clusters Score -1440948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1440949.500000 Penalty: 4705.695801
	Iteration 39Q: 3 clusters Score -1440950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1440949.500000 Penalty: 4705.695801
	Iteration 40F: 3 clusters Score -1440950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Entering Unmasked Estep 
Score: -323928.343750 Penalty: 1979.469849
	Iteration 0F: 2 clusters Score -323928.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -320707.937500 Penalty: 3958.939697
	Iteration 0F: 3 clusters Score -320707.9 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -321397.593750 Penalty: 3958.939697
	Iteration 1F: 3 clusters Score -321397.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -321548.437500 Penalty: 3958.939697
	Iteration 2F: 3 clusters Score -321548.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -321614.625000 Penalty: 3958.939697
	Iteration 3Q: 3 clusters Score -321614.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -321653.156250 Penalty: 3958.939697
	Iteration 4Q: 3 clusters Score -321653.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -321682.250000 Penalty: 3958.939697
	Iteration 5Q: 3 clusters Score -321682.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -321712.562500 Penalty: 3958.939697
	Iteration 6Q: 3 clusters Score -321712.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -321732.375000 Penalty: 3958.939697
	Iteration 7Q: 3 clusters Score -321732.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -321749.937500 Penalty: 3958.939697
	Iteration 8Q: 3 clusters Score -321749.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -321771.750000 Penalty: 3958.939697
	Iteration 9Q: 3 clusters Score -321771.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -321787.593750 Penalty: 3958.939697
	Iteration 10Q: 3 clusters Score -321787.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -321801.343750 Penalty: 3958.939697
	Iteration 11Q: 3 clusters Score -321801.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -321817.125000 Penalty: 3958.939697
	Iteration 12Q: 3 clusters Score -321817.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -321831.937500 Penalty: 3958.939697
	Iteration 13Q: 3 clusters Score -321831.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -321842.750000 Penalty: 3958.939697
	Iteration 14Q: 3 clusters Score -321842.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -321852.781250 Penalty: 3958.939697
	Iteration 15Q: 3 clusters Score -321852.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -321864.125000 Penalty: 3958.939697
	Iteration 16Q: 3 clusters Score -321864.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -321871.937500 Penalty: 3958.939697
	Iteration 17Q: 3 clusters Score -321871.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -321880.406250 Penalty: 3958.939697
	Iteration 18Q: 3 clusters Score -321880.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -321886.312500 Penalty: 3958.939697
	Iteration 19Q: 3 clusters Score -321886.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -321890.156250 Penalty: 3958.939697
	Iteration 20F: 3 clusters Score -321890.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -321893.250000 Penalty: 3958.939697
	Iteration 21Q: 3 clusters Score -321893.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -321896.343750 Penalty: 3958.939697
	Iteration 22Q: 3 clusters Score -321896.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -321899.656250 Penalty: 3958.939697
	Iteration 23Q: 3 clusters Score -321899.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -321902.375000 Penalty: 3958.939697
	Iteration 24Q: 3 clusters Score -321902.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -321907.375000 Penalty: 3958.939697
	Iteration 25Q: 3 clusters Score -321907.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -321914.562500 Penalty: 3958.939697
	Iteration 26Q: 3 clusters Score -321914.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -321918.187500 Penalty: 3958.939697
	Iteration 27Q: 3 clusters Score -321918.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -321921.312500 Penalty: 3958.939697
	Iteration 28Q: 3 clusters Score -321921.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -321923.562500 Penalty: 3958.939697
	Iteration 29Q: 3 clusters Score -321923.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -321926.500000 Penalty: 3958.939697
	Iteration 30Q: 3 clusters Score -321926.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -321931.468750 Penalty: 3958.939697
	Iteration 31Q: 3 clusters Score -321931.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -321933.937500 Penalty: 3958.939697
	Iteration 32Q: 3 clusters Score -321933.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -321936.187500 Penalty: 3958.939697
	Iteration 33Q: 3 clusters Score -321936.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -321940.187500 Penalty: 3958.939697
	Iteration 34Q: 3 clusters Score -321940.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -321944.000000 Penalty: 3958.939697
	Iteration 35Q: 3 clusters Score -321944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -321949.312500 Penalty: 3958.939697
	Iteration 36Q: 3 clusters Score -321949.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -321952.750000 Penalty: 3958.939697
	Iteration 37Q: 3 clusters Score -321952.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -321954.718750 Penalty: 3958.939697
	Iteration 38Q: 3 clusters Score -321954.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -321957.218750 Penalty: 3958.939697
	Iteration 39Q: 3 clusters Score -321957.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -321958.437500 Penalty: 3958.939697
	Iteration 40F: 3 clusters Score -321958.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -321958.875000 Penalty: 3958.939697
	Iteration 41Q: 3 clusters Score -321958.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -321960.218750 Penalty: 3958.939697
	Iteration 42Q: 3 clusters Score -321960.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -321960.812500 Penalty: 3958.939697
	Iteration 43Q: 3 clusters Score -321960.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -321961.343750 Penalty: 3958.939697
	Iteration 44Q: 3 clusters Score -321961.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -321961.562500 Penalty: 3958.939697
	Iteration 45Q: 3 clusters Score -321961.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -321961.906250 Penalty: 3958.939697
	Iteration 46Q: 3 clusters Score -321961.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -321963.156250 Penalty: 3958.939697
	Iteration 47Q: 3 clusters Score -321963.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -321964.187500 Penalty: 3958.939697
	Iteration 48Q: 3 clusters Score -321964.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -321964.187500 Penalty: 3958.939697
	Iteration 49F: 3 clusters Score -321964.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Entering Unmasked Estep 
Score: -876021.500000 Penalty: 2232.822266
	Iteration 0F: 2 clusters Score -876021.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -869607.750000 Penalty: 4465.644531
	Iteration 0F: 3 clusters Score -869607.8 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -871253.937500 Penalty: 4465.644531
	Iteration 1F: 3 clusters Score -871253.9 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -871484.937500 Penalty: 4465.644531
	Iteration 2F: 3 clusters Score -871484.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -871634.937500 Penalty: 4465.644531
	Iteration 3Q: 3 clusters Score -871634.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -871734.937500 Penalty: 4465.644531
	Iteration 4Q: 3 clusters Score -871734.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -871828.875000 Penalty: 4465.644531
	Iteration 5Q: 3 clusters Score -871828.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -871924.812500 Penalty: 4465.644531
	Iteration 6Q: 3 clusters Score -871924.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -872024.937500 Penalty: 4465.644531
	Iteration 7Q: 3 clusters Score -872024.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -872148.562500 Penalty: 4465.644531
	Iteration 8Q: 3 clusters Score -872148.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -872273.375000 Penalty: 4465.644531
	Iteration 9Q: 3 clusters Score -872273.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -872424.125000 Penalty: 4465.644531
	Iteration 10Q: 3 clusters Score -872424.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -872570.125000 Penalty: 4465.644531
	Iteration 11Q: 3 clusters Score -872570.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -872752.562500 Penalty: 4465.644531
	Iteration 12Q: 3 clusters Score -872752.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -872960.500000 Penalty: 4465.644531
	Iteration 13Q: 3 clusters Score -872960.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -873163.125000 Penalty: 4465.644531
	Iteration 14Q: 3 clusters Score -873163.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -873339.187500 Penalty: 4465.644531
	Iteration 15Q: 3 clusters Score -873339.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -873478.062500 Penalty: 4465.644531
	Iteration 16Q: 3 clusters Score -873478.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -873598.187500 Penalty: 4465.644531
	Iteration 17Q: 3 clusters Score -873598.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -873684.187500 Penalty: 4465.644531
	Iteration 18Q: 3 clusters Score -873684.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -873772.500000 Penalty: 4465.644531
	Iteration 19Q: 3 clusters Score -873772.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -873829.562500 Penalty: 4465.644531
	Iteration 20F: 3 clusters Score -873829.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -873876.125000 Penalty: 4465.644531
	Iteration 21Q: 3 clusters Score -873876.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -873905.625000 Penalty: 4465.644531
	Iteration 22Q: 3 clusters Score -873905.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -873933.750000 Penalty: 4465.644531
	Iteration 23Q: 3 clusters Score -873933.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -873952.125000 Penalty: 4465.644531
	Iteration 24Q: 3 clusters Score -873952.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -873975.000000 Penalty: 4465.644531
	Iteration 25Q: 3 clusters Score -873975 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -874002.875000 Penalty: 4465.644531
	Iteration 26Q: 3 clusters Score -874002.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -874034.187500 Penalty: 4465.644531
	Iteration 27Q: 3 clusters Score -874034.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -874055.937500 Penalty: 4465.644531
	Iteration 28Q: 3 clusters Score -874055.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -874078.875000 Penalty: 4465.644531
	Iteration 29Q: 3 clusters Score -874078.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -874094.312500 Penalty: 4465.644531
	Iteration 30Q: 3 clusters Score -874094.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -874109.125000 Penalty: 4465.644531
	Iteration 31Q: 3 clusters Score -874109.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -874123.312500 Penalty: 4465.644531
	Iteration 32Q: 3 clusters Score -874123.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -874128.437500 Penalty: 4465.644531
	Iteration 33Q: 3 clusters Score -874128.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -874137.312500 Penalty: 4465.644531
	Iteration 34Q: 3 clusters Score -874137.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -874143.062500 Penalty: 4465.644531
	Iteration 35Q: 3 clusters Score -874143.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -874149.687500 Penalty: 4465.644531
	Iteration 36Q: 3 clusters Score -874149.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -874155.375000 Penalty: 4465.644531
	Iteration 37Q: 3 clusters Score -874155.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -874162.187500 Penalty: 4465.644531
	Iteration 38Q: 3 clusters Score -874162.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -874164.562500 Penalty: 4465.644531
	Iteration 39Q: 3 clusters Score -874164.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -874167.812500 Penalty: 4465.644531
	Iteration 40F: 3 clusters Score -874167.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -874170.562500 Penalty: 4465.644531
	Iteration 41Q: 3 clusters Score -874170.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -874169.500000 Penalty: 4465.644531
	Iteration 42Q: 3 clusters Score -874169.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -874173.000000 Penalty: 4465.644531
	Iteration 43Q: 3 clusters Score -874173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -874175.625000 Penalty: 4465.644531
	Iteration 44Q: 3 clusters Score -874175.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -874176.375000 Penalty: 4465.644531
	Iteration 45Q: 3 clusters Score -874176.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -874180.437500 Penalty: 4465.644531
	Iteration 46Q: 3 clusters Score -874180.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -874182.312500 Penalty: 4465.644531
	Iteration 47Q: 3 clusters Score -874182.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -874185.875000 Penalty: 4465.644531
	Iteration 48Q: 3 clusters Score -874185.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -874187.562500 Penalty: 4465.644531
	Iteration 49Q: 3 clusters Score -874187.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -874188.000000 Penalty: 4465.644531
	Iteration 50Q: 3 clusters Score -874188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -874188.000000 Penalty: 4465.644531
	Iteration 51F: 3 clusters Score -874188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Entering Unmasked Estep 
Score: -422572.531250 Penalty: 2055.494385
	Iteration 0F: 2 clusters Score -422572.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -418664.437500 Penalty: 4110.988770
	Iteration 0F: 3 clusters Score -418664.4 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -419546.906250 Penalty: 4110.988770
	Iteration 1F: 3 clusters Score -419546.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -419767.750000 Penalty: 4110.988770
	Iteration 2F: 3 clusters Score -419767.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -419895.687500 Penalty: 4110.988770
	Iteration 3Q: 3 clusters Score -419895.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -419992.687500 Penalty: 4110.988770
	Iteration 4Q: 3 clusters Score -419992.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -420094.125000 Penalty: 4110.988770
	Iteration 5Q: 3 clusters Score -420094.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -420179.375000 Penalty: 4110.988770
	Iteration 6Q: 3 clusters Score -420179.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -420252.906250 Penalty: 4110.988770
	Iteration 7Q: 3 clusters Score -420252.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -420336.281250 Penalty: 4110.988770
	Iteration 8Q: 3 clusters Score -420336.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -420431.062500 Penalty: 4110.988770
	Iteration 9Q: 3 clusters Score -420431.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -420547.875000 Penalty: 4110.988770
	Iteration 10Q: 3 clusters Score -420547.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -420675.718750 Penalty: 4110.988770
	Iteration 11Q: 3 clusters Score -420675.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -420824.125000 Penalty: 4110.988770
	Iteration 12Q: 3 clusters Score -420824.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -420950.281250 Penalty: 4110.988770
	Iteration 13Q: 3 clusters Score -420950.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -421042.968750 Penalty: 4110.988770
	Iteration 14Q: 3 clusters Score -421043 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -421136.843750 Penalty: 4110.988770
	Iteration 15Q: 3 clusters Score -421136.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -421256.406250 Penalty: 4110.988770
	Iteration 16Q: 3 clusters Score -421256.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -421412.531250 Penalty: 4110.988770
	Iteration 17Q: 3 clusters Score -421412.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -421655.531250 Penalty: 4110.988770
	Iteration 18Q: 3 clusters Score -421655.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -421902.718750 Penalty: 4110.988770
	Iteration 19Q: 3 clusters Score -421902.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -422147.625000 Penalty: 4110.988770
	Iteration 20F: 3 clusters Score -422147.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -422257.875000 Penalty: 4110.988770
	Iteration 21Q: 3 clusters Score -422257.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -422305.093750 Penalty: 4110.988770
	Iteration 22Q: 3 clusters Score -422305.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -422326.531250 Penalty: 4110.988770
	Iteration 23Q: 3 clusters Score -422326.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -422337.718750 Penalty: 4110.988770
	Iteration 24Q: 3 clusters Score -422337.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -422345.968750 Penalty: 4110.988770
	Iteration 25Q: 3 clusters Score -422346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -422349.468750 Penalty: 4110.988770
	Iteration 26Q: 3 clusters Score -422349.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -422351.875000 Penalty: 4110.988770
	Iteration 27Q: 3 clusters Score -422351.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -422351.875000 Penalty: 4110.988770
	Iteration 28F: 3 clusters Score -422351.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Entering Unmasked Estep 
Score: -438339.718750 Penalty: 2072.367432
	Iteration 0F: 2 clusters Score -438339.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -434298.187500 Penalty: 4144.734863
	Iteration 0F: 3 clusters Score -434298.2 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -435291.593750 Penalty: 4144.734863
	Iteration 1F: 3 clusters Score -435291.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -435636.406250 Penalty: 4144.734863
	Iteration 2F: 3 clusters Score -435636.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -435956.406250 Penalty: 4144.734863
	Iteration 3F: 3 clusters Score -435956.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -436292.562500 Penalty: 4144.734863
	Iteration 4F: 3 clusters Score -436292.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -436630.250000 Penalty: 4144.734863
	Iteration 5F: 3 clusters Score -436630.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -436899.000000 Penalty: 4144.734863
	Iteration 6F: 3 clusters Score -436899 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -437116.906250 Penalty: 4144.734863
	Iteration 7Q: 3 clusters Score -437116.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -437249.593750 Penalty: 4144.734863
	Iteration 8Q: 3 clusters Score -437249.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -437332.937500 Penalty: 4144.734863
	Iteration 9Q: 3 clusters Score -437332.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -437398.468750 Penalty: 4144.734863
	Iteration 10Q: 3 clusters Score -437398.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -437435.187500 Penalty: 4144.734863
	Iteration 11Q: 3 clusters Score -437435.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -437459.687500 Penalty: 4144.734863
	Iteration 12Q: 3 clusters Score -437459.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -437475.468750 Penalty: 4144.734863
	Iteration 13Q: 3 clusters Score -437475.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -437485.656250 Penalty: 4144.734863
	Iteration 14Q: 3 clusters Score -437485.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -437491.968750 Penalty: 4144.734863
	Iteration 15Q: 3 clusters Score -437492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -437494.625000 Penalty: 4144.734863
	Iteration 16Q: 3 clusters Score -437494.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -437494.625000 Penalty: 4144.734863
	Iteration 17F: 3 clusters Score -437494.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (25423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Entering Unmasked Estep 
Score: -2740815.000000 Penalty: 2515.565674
	Iteration 0F: 2 clusters Score -2740815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -2723170.750000 Penalty: 5031.131348
	Iteration 0F: 3 clusters Score -2723171 nChanged 11379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -2729379.250000 Penalty: 5031.131348
	Iteration 1F: 3 clusters Score -2729379 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -2729911.250000 Penalty: 5031.131348
	Iteration 2F: 3 clusters Score -2729911 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -2730416.000000 Penalty: 5031.131348
	Iteration 3Q: 3 clusters Score -2730416 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -2730998.500000 Penalty: 5031.131348
	Iteration 4Q: 3 clusters Score -2730998 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -2731620.000000 Penalty: 5031.131348
	Iteration 5Q: 3 clusters Score -2731620 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -2732357.000000 Penalty: 5031.131348
	Iteration 6F: 3 clusters Score -2732357 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -2733277.750000 Penalty: 5031.131348
	Iteration 7F: 3 clusters Score -2733278 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -2734313.500000 Penalty: 5031.131348
	Iteration 8F: 3 clusters Score -2734314 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -2735339.250000 Penalty: 5031.131348
	Iteration 9F: 3 clusters Score -2735339 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -2736295.000000 Penalty: 5031.131348
	Iteration 10Q: 3 clusters Score -2736295 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -2737093.250000 Penalty: 5031.131348
	Iteration 11Q: 3 clusters Score -2737093 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -2737637.000000 Penalty: 5031.131348
	Iteration 12Q: 3 clusters Score -2737637 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -2737978.250000 Penalty: 5031.131348
	Iteration 13Q: 3 clusters Score -2737978 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -2738213.250000 Penalty: 5031.131348
	Iteration 14Q: 3 clusters Score -2738213 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -2738403.750000 Penalty: 5031.131348
	Iteration 15Q: 3 clusters Score -2738404 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -2738529.750000 Penalty: 5031.131348
	Iteration 16Q: 3 clusters Score -2738530 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -2738618.750000 Penalty: 5031.131348
	Iteration 17Q: 3 clusters Score -2738619 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -2738674.750000 Penalty: 5031.131348
	Iteration 18Q: 3 clusters Score -2738675 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -2738713.000000 Penalty: 5031.131348
	Iteration 19Q: 3 clusters Score -2738713 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -2738736.000000 Penalty: 5031.131348
	Iteration 20F: 3 clusters Score -2738736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -2738749.500000 Penalty: 5031.131348
	Iteration 21Q: 3 clusters Score -2738750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -2738760.250000 Penalty: 5031.131348
	Iteration 22Q: 3 clusters Score -2738760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -2738767.500000 Penalty: 5031.131348
	Iteration 23Q: 3 clusters Score -2738768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -2738773.250000 Penalty: 5031.131348
	Iteration 24Q: 3 clusters Score -2738773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -2738771.750000 Penalty: 5031.131348
	Iteration 25Q: 3 clusters Score -2738772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -2738780.000000 Penalty: 5031.131348
	Iteration 26Q: 3 clusters Score -2738780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -2738780.750000 Penalty: 5031.131348
	Iteration 27Q: 3 clusters Score -2738781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -2738782.000000 Penalty: 5031.131348
	Iteration 28Q: 3 clusters Score -2738782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -2738783.000000 Penalty: 5031.131348
	Iteration 29Q: 3 clusters Score -2738783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -2738786.250000 Penalty: 5031.131348
	Iteration 30Q: 3 clusters Score -2738786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -2738786.250000 Penalty: 5031.131348
	Iteration 31F: 3 clusters Score -2738786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Entering Unmasked Estep 
Score: -540224.937500 Penalty: 2148.129639
	Iteration 0F: 2 clusters Score -540224.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -535301.875000 Penalty: 4296.259277
	Iteration 0F: 3 clusters Score -535301.9 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -537004.437500 Penalty: 4296.259277
	Iteration 1F: 3 clusters Score -537004.4 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -537774.562500 Penalty: 4296.259277
	Iteration 2F: 3 clusters Score -537774.6 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -538290.937500 Penalty: 4296.259277
	Iteration 3F: 3 clusters Score -538290.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -538615.687500 Penalty: 4296.259277
	Iteration 4F: 3 clusters Score -538615.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -538856.687500 Penalty: 4296.259277
	Iteration 5F: 3 clusters Score -538856.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -539001.375000 Penalty: 4296.259277
	Iteration 6Q: 3 clusters Score -539001.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -539086.625000 Penalty: 4296.259277
	Iteration 7Q: 3 clusters Score -539086.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -539150.250000 Penalty: 4296.259277
	Iteration 8Q: 3 clusters Score -539150.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -539195.812500 Penalty: 4296.259277
	Iteration 9Q: 3 clusters Score -539195.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -539225.687500 Penalty: 4296.259277
	Iteration 10Q: 3 clusters Score -539225.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -539252.000000 Penalty: 4296.259277
	Iteration 11Q: 3 clusters Score -539252 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -539270.937500 Penalty: 4296.259277
	Iteration 12Q: 3 clusters Score -539270.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -539290.062500 Penalty: 4296.259277
	Iteration 13Q: 3 clusters Score -539290.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -539313.812500 Penalty: 4296.259277
	Iteration 14Q: 3 clusters Score -539313.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -539332.312500 Penalty: 4296.259277
	Iteration 15Q: 3 clusters Score -539332.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -539356.437500 Penalty: 4296.259277
	Iteration 16Q: 3 clusters Score -539356.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -539379.625000 Penalty: 4296.259277
	Iteration 17Q: 3 clusters Score -539379.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -539393.187500 Penalty: 4296.259277
	Iteration 18Q: 3 clusters Score -539393.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -539404.562500 Penalty: 4296.259277
	Iteration 19Q: 3 clusters Score -539404.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -539416.187500 Penalty: 4296.259277
	Iteration 20F: 3 clusters Score -539416.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -539427.625000 Penalty: 4296.259277
	Iteration 21Q: 3 clusters Score -539427.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -539437.125000 Penalty: 4296.259277
	Iteration 22Q: 3 clusters Score -539437.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -539446.187500 Penalty: 4296.259277
	Iteration 23Q: 3 clusters Score -539446.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -539456.062500 Penalty: 4296.259277
	Iteration 24Q: 3 clusters Score -539456.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -539465.125000 Penalty: 4296.259277
	Iteration 25Q: 3 clusters Score -539465.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -539471.687500 Penalty: 4296.259277
	Iteration 26Q: 3 clusters Score -539471.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -539480.500000 Penalty: 4296.259277
	Iteration 27Q: 3 clusters Score -539480.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -539487.375000 Penalty: 4296.259277
	Iteration 28Q: 3 clusters Score -539487.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -539495.937500 Penalty: 4296.259277
	Iteration 29Q: 3 clusters Score -539495.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -539506.250000 Penalty: 4296.259277
	Iteration 30Q: 3 clusters Score -539506.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -539514.187500 Penalty: 4296.259277
	Iteration 31Q: 3 clusters Score -539514.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -539526.125000 Penalty: 4296.259277
	Iteration 32Q: 3 clusters Score -539526.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -539535.062500 Penalty: 4296.259277
	Iteration 33Q: 3 clusters Score -539535.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -539543.687500 Penalty: 4296.259277
	Iteration 34Q: 3 clusters Score -539543.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -539549.187500 Penalty: 4296.259277
	Iteration 35Q: 3 clusters Score -539549.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -539554.937500 Penalty: 4296.259277
	Iteration 36Q: 3 clusters Score -539554.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -539559.937500 Penalty: 4296.259277
	Iteration 37Q: 3 clusters Score -539559.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -539563.750000 Penalty: 4296.259277
	Iteration 38Q: 3 clusters Score -539563.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -539566.625000 Penalty: 4296.259277
	Iteration 39Q: 3 clusters Score -539566.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -539567.937500 Penalty: 4296.259277
	Iteration 40F: 3 clusters Score -539567.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -539568.062500 Penalty: 4296.259277
	Iteration 41Q: 3 clusters Score -539568.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -539568.062500 Penalty: 4296.259277
	Iteration 42F: 3 clusters Score -539568.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Entering Unmasked Estep 
Score: -148884.656250 Penalty: 1805.783569
	Iteration 0F: 2 clusters Score -148884.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -146611.437500 Penalty: 3611.567139
	Iteration 0F: 3 clusters Score -146611.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -147058.562500 Penalty: 3611.567139
	Iteration 1F: 3 clusters Score -147058.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -147244.984375 Penalty: 3611.567139
	Iteration 2F: 3 clusters Score -147245 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -147335.281250 Penalty: 3611.567139
	Iteration 3F: 3 clusters Score -147335.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -147391.437500 Penalty: 3611.567139
	Iteration 4Q: 3 clusters Score -147391.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -147427.500000 Penalty: 3611.567139
	Iteration 5Q: 3 clusters Score -147427.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -147458.218750 Penalty: 3611.567139
	Iteration 6Q: 3 clusters Score -147458.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -147496.484375 Penalty: 3611.567139
	Iteration 7Q: 3 clusters Score -147496.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -147541.781250 Penalty: 3611.567139
	Iteration 8Q: 3 clusters Score -147541.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -147599.140625 Penalty: 3611.567139
	Iteration 9Q: 3 clusters Score -147599.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -147630.718750 Penalty: 3611.567139
	Iteration 10Q: 3 clusters Score -147630.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -147650.234375 Penalty: 3611.567139
	Iteration 11Q: 3 clusters Score -147650.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -147663.093750 Penalty: 3611.567139
	Iteration 12Q: 3 clusters Score -147663.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -147673.140625 Penalty: 3611.567139
	Iteration 13Q: 3 clusters Score -147673.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -147677.453125 Penalty: 3611.567139
	Iteration 14Q: 3 clusters Score -147677.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -147682.375000 Penalty: 3611.567139
	Iteration 15Q: 3 clusters Score -147682.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -147690.484375 Penalty: 3611.567139
	Iteration 16Q: 3 clusters Score -147690.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -147700.656250 Penalty: 3611.567139
	Iteration 17Q: 3 clusters Score -147700.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -147719.500000 Penalty: 3611.567139
	Iteration 18Q: 3 clusters Score -147719.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -147735.859375 Penalty: 3611.567139
	Iteration 19Q: 3 clusters Score -147735.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -147747.796875 Penalty: 3611.567139
	Iteration 20F: 3 clusters Score -147747.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -147765.375000 Penalty: 3611.567139
	Iteration 21Q: 3 clusters Score -147765.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -147789.484375 Penalty: 3611.567139
	Iteration 22Q: 3 clusters Score -147789.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -147816.343750 Penalty: 3611.567139
	Iteration 23Q: 3 clusters Score -147816.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -147846.906250 Penalty: 3611.567139
	Iteration 24Q: 3 clusters Score -147846.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -147869.062500 Penalty: 3611.567139
	Iteration 25Q: 3 clusters Score -147869.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -147887.187500 Penalty: 3611.567139
	Iteration 26Q: 3 clusters Score -147887.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -147897.578125 Penalty: 3611.567139
	Iteration 27Q: 3 clusters Score -147897.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -147902.484375 Penalty: 3611.567139
	Iteration 28Q: 3 clusters Score -147902.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -147913.031250 Penalty: 3611.567139
	Iteration 29Q: 3 clusters Score -147913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -147921.093750 Penalty: 3611.567139
	Iteration 30Q: 3 clusters Score -147921.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -147939.093750 Penalty: 3611.567139
	Iteration 31Q: 3 clusters Score -147939.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -147959.000000 Penalty: 3611.567139
	Iteration 32Q: 3 clusters Score -147959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -147975.500000 Penalty: 3611.567139
	Iteration 33Q: 3 clusters Score -147975.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -147986.828125 Penalty: 3611.567139
	Iteration 34Q: 3 clusters Score -147986.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -147995.062500 Penalty: 3611.567139
	Iteration 35Q: 3 clusters Score -147995.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -148003.156250 Penalty: 3611.567139
	Iteration 36Q: 3 clusters Score -148003.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -148010.562500 Penalty: 3611.567139
	Iteration 37Q: 3 clusters Score -148010.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -148023.671875 Penalty: 3611.567139
	Iteration 38Q: 3 clusters Score -148023.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -148035.156250 Penalty: 3611.567139
	Iteration 39Q: 3 clusters Score -148035.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -148044.328125 Penalty: 3611.567139
	Iteration 40F: 3 clusters Score -148044.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -148051.375000 Penalty: 3611.567139
	Iteration 41Q: 3 clusters Score -148051.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -148053.625000 Penalty: 3611.567139
	Iteration 42Q: 3 clusters Score -148053.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -148053.625000 Penalty: 3611.567139
	Iteration 43F: 3 clusters Score -148053.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Entering Unmasked Estep 
Score: -2107408.750000 Penalty: 2461.510254
	Iteration 0F: 2 clusters Score -2107409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -2092962.125000 Penalty: 4923.020508
	Iteration 0F: 3 clusters Score -2092962 nChanged 9080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -2097945.750000 Penalty: 4923.020508
	Iteration 1F: 3 clusters Score -2097946 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -2098613.750000 Penalty: 4923.020508
	Iteration 2F: 3 clusters Score -2098614 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2099354.500000 Penalty: 4923.020508
	Iteration 3F: 3 clusters Score -2099354 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2100200.000000 Penalty: 4923.020508
	Iteration 4F: 3 clusters Score -2100200 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -2101023.750000 Penalty: 4923.020508
	Iteration 5F: 3 clusters Score -2101024 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -2101740.000000 Penalty: 4923.020508
	Iteration 6F: 3 clusters Score -2101740 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -2102421.250000 Penalty: 4923.020508
	Iteration 7F: 3 clusters Score -2102421 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -2103142.750000 Penalty: 4923.020508
	Iteration 8Q: 3 clusters Score -2103143 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -2103775.250000 Penalty: 4923.020508
	Iteration 9Q: 3 clusters Score -2103775 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -2104244.000000 Penalty: 4923.020508
	Iteration 10Q: 3 clusters Score -2104244 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -2104551.750000 Penalty: 4923.020508
	Iteration 11Q: 3 clusters Score -2104552 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -2104760.750000 Penalty: 4923.020508
	Iteration 12Q: 3 clusters Score -2104761 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -2104911.000000 Penalty: 4923.020508
	Iteration 13Q: 3 clusters Score -2104911 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -2105029.000000 Penalty: 4923.020508
	Iteration 14Q: 3 clusters Score -2105029 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -2105105.000000 Penalty: 4923.020508
	Iteration 15Q: 3 clusters Score -2105105 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -2105166.250000 Penalty: 4923.020508
	Iteration 16Q: 3 clusters Score -2105166 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -2105204.000000 Penalty: 4923.020508
	Iteration 17Q: 3 clusters Score -2105204 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -2105238.000000 Penalty: 4923.020508
	Iteration 18Q: 3 clusters Score -2105238 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -2105263.500000 Penalty: 4923.020508
	Iteration 19Q: 3 clusters Score -2105264 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -2105282.000000 Penalty: 4923.020508
	Iteration 20F: 3 clusters Score -2105282 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -2105318.250000 Penalty: 4923.020508
	Iteration 21Q: 3 clusters Score -2105318 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -2105340.500000 Penalty: 4923.020508
	Iteration 22Q: 3 clusters Score -2105340 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -2105355.500000 Penalty: 4923.020508
	Iteration 23Q: 3 clusters Score -2105356 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -2105371.500000 Penalty: 4923.020508
	Iteration 24Q: 3 clusters Score -2105372 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -2105375.000000 Penalty: 4923.020508
	Iteration 25Q: 3 clusters Score -2105375 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -2105391.500000 Penalty: 4923.020508
	Iteration 26Q: 3 clusters Score -2105392 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -2105403.500000 Penalty: 4923.020508
	Iteration 27Q: 3 clusters Score -2105404 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -2105423.250000 Penalty: 4923.020508
	Iteration 28Q: 3 clusters Score -2105423 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -2105446.000000 Penalty: 4923.020508
	Iteration 29Q: 3 clusters Score -2105446 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -2105459.000000 Penalty: 4923.020508
	Iteration 30Q: 3 clusters Score -2105459 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -2105475.000000 Penalty: 4923.020508
	Iteration 31Q: 3 clusters Score -2105475 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -2105495.250000 Penalty: 4923.020508
	Iteration 32Q: 3 clusters Score -2105495 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -2105510.250000 Penalty: 4923.020508
	Iteration 33Q: 3 clusters Score -2105510 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -2105515.250000 Penalty: 4923.020508
	Iteration 34Q: 3 clusters Score -2105515 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -2105527.750000 Penalty: 4923.020508
	Iteration 35Q: 3 clusters Score -2105528 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -2105534.750000 Penalty: 4923.020508
	Iteration 36Q: 3 clusters Score -2105535 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -2105540.500000 Penalty: 4923.020508
	Iteration 37Q: 3 clusters Score -2105540 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -2105545.000000 Penalty: 4923.020508
	Iteration 38Q: 3 clusters Score -2105545 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -2105548.750000 Penalty: 4923.020508
	Iteration 39Q: 3 clusters Score -2105549 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -2105547.250000 Penalty: 4923.020508
	Iteration 40F: 3 clusters Score -2105547 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -2105552.000000 Penalty: 4923.020508
	Iteration 41Q: 3 clusters Score -2105552 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -2105559.500000 Penalty: 4923.020508
	Iteration 42Q: 3 clusters Score -2105560 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -2105561.250000 Penalty: 4923.020508
	Iteration 43Q: 3 clusters Score -2105561 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -2105568.750000 Penalty: 4923.020508
	Iteration 44Q: 3 clusters Score -2105569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -2105571.250000 Penalty: 4923.020508
	Iteration 45Q: 3 clusters Score -2105571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -2105571.000000 Penalty: 4923.020508
	Iteration 46Q: 3 clusters Score -2105571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -2105567.500000 Penalty: 4923.020508
	Iteration 47Q: 3 clusters Score -2105568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -2105569.000000 Penalty: 4923.020508
	Iteration 48Q: 3 clusters Score -2105569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -2105566.500000 Penalty: 4923.020508
	Iteration 49Q: 3 clusters Score -2105566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -2105569.500000 Penalty: 4923.020508
	Iteration 50Q: 3 clusters Score -2105570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -2105575.500000 Penalty: 4923.020508
	Iteration 51Q: 3 clusters Score -2105576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -2105579.250000 Penalty: 4923.020508
	Iteration 52Q: 3 clusters Score -2105579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -2105575.750000 Penalty: 4923.020508
	Iteration 53Q: 3 clusters Score -2105576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -2105577.500000 Penalty: 4923.020508
	Iteration 54Q: 3 clusters Score -2105578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -2105576.250000 Penalty: 4923.020508
	Iteration 55Q: 3 clusters Score -2105576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -2105579.500000 Penalty: 4923.020508
	Iteration 56Q: 3 clusters Score -2105580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -2105574.500000 Penalty: 4923.020508
	Iteration 57Q: 3 clusters Score -2105574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -2105571.750000 Penalty: 4923.020508
	Iteration 58Q: 3 clusters Score -2105572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -2105572.500000 Penalty: 4923.020508
	Iteration 59Q: 3 clusters Score -2105572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -2105574.500000 Penalty: 4923.020508
	Iteration 60F: 3 clusters Score -2105574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -2105575.250000 Penalty: 4923.020508
	Iteration 61Q: 3 clusters Score -2105575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -2105576.250000 Penalty: 4923.020508
	Iteration 62Q: 3 clusters Score -2105576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -2105574.500000 Penalty: 4923.020508
	Iteration 63Q: 3 clusters Score -2105574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -2105579.000000 Penalty: 4923.020508
	Iteration 64Q: 3 clusters Score -2105579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -2105579.250000 Penalty: 4923.020508
	Iteration 65Q: 3 clusters Score -2105579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -2105578.500000 Penalty: 4923.020508
	Iteration 66Q: 3 clusters Score -2105578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -2105581.000000 Penalty: 4923.020508
	Iteration 67Q: 3 clusters Score -2105581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -2105583.000000 Penalty: 4923.020508
	Iteration 68Q: 3 clusters Score -2105583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -2105583.000000 Penalty: 4923.020508
	Iteration 69Q: 3 clusters Score -2105583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -2105583.000000 Penalty: 4923.020508
	Iteration 70F: 3 clusters Score -2105583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Entering Unmasked Estep 
Score: -348357.375000 Penalty: 2006.571655
	Iteration 0F: 2 clusters Score -348357.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -344913.468750 Penalty: 4013.143311
	Iteration 0F: 3 clusters Score -344913.5 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -345638.500000 Penalty: 4013.143311
	Iteration 1F: 3 clusters Score -345638.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -345809.218750 Penalty: 4013.143311
	Iteration 2F: 3 clusters Score -345809.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -345911.250000 Penalty: 4013.143311
	Iteration 3Q: 3 clusters Score -345911.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -345980.593750 Penalty: 4013.143311
	Iteration 4Q: 3 clusters Score -345980.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -346031.531250 Penalty: 4013.143311
	Iteration 5Q: 3 clusters Score -346031.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -346070.375000 Penalty: 4013.143311
	Iteration 6Q: 3 clusters Score -346070.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -346111.718750 Penalty: 4013.143311
	Iteration 7Q: 3 clusters Score -346111.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -346135.125000 Penalty: 4013.143311
	Iteration 8Q: 3 clusters Score -346135.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -346162.187500 Penalty: 4013.143311
	Iteration 9Q: 3 clusters Score -346162.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -346187.718750 Penalty: 4013.143311
	Iteration 10Q: 3 clusters Score -346187.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -346207.156250 Penalty: 4013.143311
	Iteration 11Q: 3 clusters Score -346207.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -346219.531250 Penalty: 4013.143311
	Iteration 12Q: 3 clusters Score -346219.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -346233.437500 Penalty: 4013.143311
	Iteration 13Q: 3 clusters Score -346233.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -346247.125000 Penalty: 4013.143311
	Iteration 14Q: 3 clusters Score -346247.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -346260.375000 Penalty: 4013.143311
	Iteration 15Q: 3 clusters Score -346260.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -346276.343750 Penalty: 4013.143311
	Iteration 16Q: 3 clusters Score -346276.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -346292.531250 Penalty: 4013.143311
	Iteration 17Q: 3 clusters Score -346292.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -346312.468750 Penalty: 4013.143311
	Iteration 18Q: 3 clusters Score -346312.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -346323.687500 Penalty: 4013.143311
	Iteration 19Q: 3 clusters Score -346323.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -346330.687500 Penalty: 4013.143311
	Iteration 20F: 3 clusters Score -346330.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -346338.937500 Penalty: 4013.143311
	Iteration 21Q: 3 clusters Score -346338.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -346345.343750 Penalty: 4013.143311
	Iteration 22Q: 3 clusters Score -346345.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -346347.750000 Penalty: 4013.143311
	Iteration 23Q: 3 clusters Score -346347.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -346354.468750 Penalty: 4013.143311
	Iteration 24Q: 3 clusters Score -346354.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -346363.781250 Penalty: 4013.143311
	Iteration 25Q: 3 clusters Score -346363.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -346370.343750 Penalty: 4013.143311
	Iteration 26Q: 3 clusters Score -346370.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -346378.875000 Penalty: 4013.143311
	Iteration 27Q: 3 clusters Score -346378.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -346386.781250 Penalty: 4013.143311
	Iteration 28Q: 3 clusters Score -346386.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -346392.437500 Penalty: 4013.143311
	Iteration 29Q: 3 clusters Score -346392.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -346400.437500 Penalty: 4013.143311
	Iteration 30Q: 3 clusters Score -346400.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -346409.781250 Penalty: 4013.143311
	Iteration 31Q: 3 clusters Score -346409.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -346415.031250 Penalty: 4013.143311
	Iteration 32Q: 3 clusters Score -346415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -346420.343750 Penalty: 4013.143311
	Iteration 33Q: 3 clusters Score -346420.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -346428.625000 Penalty: 4013.143311
	Iteration 34Q: 3 clusters Score -346428.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -346432.750000 Penalty: 4013.143311
	Iteration 35Q: 3 clusters Score -346432.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -346436.781250 Penalty: 4013.143311
	Iteration 36Q: 3 clusters Score -346436.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -346439.906250 Penalty: 4013.143311
	Iteration 37Q: 3 clusters Score -346439.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -346442.093750 Penalty: 4013.143311
	Iteration 38Q: 3 clusters Score -346442.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -346442.937500 Penalty: 4013.143311
	Iteration 39Q: 3 clusters Score -346442.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -346443.843750 Penalty: 4013.143311
	Iteration 40F: 3 clusters Score -346443.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -346445.187500 Penalty: 4013.143311
	Iteration 41Q: 3 clusters Score -346445.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -346445.875000 Penalty: 4013.143311
	Iteration 42Q: 3 clusters Score -346445.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -346446.718750 Penalty: 4013.143311
	Iteration 43Q: 3 clusters Score -346446.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -346447.593750 Penalty: 4013.143311
	Iteration 44Q: 3 clusters Score -346447.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -346448.312500 Penalty: 4013.143311
	Iteration 45Q: 3 clusters Score -346448.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -346449.125000 Penalty: 4013.143311
	Iteration 46Q: 3 clusters Score -346449.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -346452.125000 Penalty: 4013.143311
	Iteration 47Q: 3 clusters Score -346452.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -346454.656250 Penalty: 4013.143311
	Iteration 48Q: 3 clusters Score -346454.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -346459.125000 Penalty: 4013.143311
	Iteration 49Q: 3 clusters Score -346459.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -346462.281250 Penalty: 4013.143311
	Iteration 50Q: 3 clusters Score -346462.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -346468.250000 Penalty: 4013.143311
	Iteration 51Q: 3 clusters Score -346468.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -346472.250000 Penalty: 4013.143311
	Iteration 52Q: 3 clusters Score -346472.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -346478.406250 Penalty: 4013.143311
	Iteration 53Q: 3 clusters Score -346478.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -346484.062500 Penalty: 4013.143311
	Iteration 54Q: 3 clusters Score -346484.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -346490.156250 Penalty: 4013.143311
	Iteration 55Q: 3 clusters Score -346490.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -346493.812500 Penalty: 4013.143311
	Iteration 56Q: 3 clusters Score -346493.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -346497.312500 Penalty: 4013.143311
	Iteration 57Q: 3 clusters Score -346497.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -346499.031250 Penalty: 4013.143311
	Iteration 58Q: 3 clusters Score -346499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -346501.656250 Penalty: 4013.143311
	Iteration 59Q: 3 clusters Score -346501.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -346504.375000 Penalty: 4013.143311
	Iteration 60F: 3 clusters Score -346504.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -346508.718750 Penalty: 4013.143311
	Iteration 61Q: 3 clusters Score -346508.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -346509.906250 Penalty: 4013.143311
	Iteration 62Q: 3 clusters Score -346509.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -346510.750000 Penalty: 4013.143311
	Iteration 63Q: 3 clusters Score -346510.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -346510.750000 Penalty: 4013.143311
	Iteration 64F: 3 clusters Score -346510.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -38796.347656 Penalty: 1490.794312
	Iteration 0F: 2 clusters Score -38796.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -37376.750000 Penalty: 2981.588623
	Iteration 0F: 3 clusters Score -37376.75 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -37514.605469 Penalty: 2981.588623
	Iteration 1F: 3 clusters Score -37514.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -37547.726562 Penalty: 2981.588623
	Iteration 2Q: 3 clusters Score -37547.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -37572.179688 Penalty: 2981.588623
	Iteration 3Q: 3 clusters Score -37572.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -37590.660156 Penalty: 2981.588623
	Iteration 4Q: 3 clusters Score -37590.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -37630.437500 Penalty: 2981.588623
	Iteration 5Q: 3 clusters Score -37630.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -37631.496094 Penalty: 2981.588623
	Iteration 6Q: 3 clusters Score -37631.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -37638.671875 Penalty: 2981.588623
	Iteration 7Q: 3 clusters Score -37638.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -37643.792969 Penalty: 2981.588623
	Iteration 8Q: 3 clusters Score -37643.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -37647.011719 Penalty: 2981.588623
	Iteration 9Q: 3 clusters Score -37647.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -37649.343750 Penalty: 2981.588623
	Iteration 10Q: 3 clusters Score -37649.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -37652.953125 Penalty: 2981.588623
	Iteration 11Q: 3 clusters Score -37652.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -37654.683594 Penalty: 2981.588623
	Iteration 12Q: 3 clusters Score -37654.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -37655.789062 Penalty: 2981.588623
	Iteration 13Q: 3 clusters Score -37655.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -37655.789062 Penalty: 2981.588623
	Iteration 14F: 3 clusters Score -37655.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (144679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144679 members 
Entering Unmasked Estep 
Score: -15953889.000000 Penalty: 2946.803711
	Iteration 0F: 2 clusters Score -1.595389e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72047 members 
Mstep: Class 2 contains 72632 members 
Entering Unmasked Estep 
Score: -15856996.000000 Penalty: 5893.607422
	Iteration 0F: 3 clusters Score -1.5857e+07 nChanged 69232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67489 members 
Mstep: Class 2 contains 77190 members 
Entering Unmasked Estep 
Score: -15897218.000000 Penalty: 5893.607422
	Iteration 1F: 3 clusters Score -1.589722e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64588 members 
Mstep: Class 2 contains 80091 members 
Entering Unmasked Estep 
Score: -15898449.000000 Penalty: 5893.607422
	Iteration 2Q: 3 clusters Score -1.589845e+07 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60184 members 
Mstep: Class 2 contains 84495 members 
Entering Unmasked Estep 
Score: -15900497.000000 Penalty: 5893.607422
	Iteration 3Q: 3 clusters Score -1.59005e+07 nChanged 7203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53649 members 
Mstep: Class 2 contains 91030 members 
Entering Unmasked Estep 
Score: -15903748.000000 Penalty: 5893.607422
	Iteration 4Q: 3 clusters Score -1.590375e+07 nChanged 9602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 100268 members 
Entering Unmasked Estep 
Score: -15909821.000000 Penalty: 5893.607422
	Iteration 5F: 3 clusters Score -1.590982e+07 nChanged 12003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32554 members 
Mstep: Class 2 contains 112125 members 
Entering Unmasked Estep 
Score: -15919828.000000 Penalty: 5893.607422
	Iteration 6F: 3 clusters Score -1.591983e+07 nChanged 12595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 124664 members 
Entering Unmasked Estep 
Score: -15931724.000000 Penalty: 5893.607422
	Iteration 7F: 3 clusters Score -1.593172e+07 nChanged 10174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 134816 members 
Entering Unmasked Estep 
Score: -15941912.000000 Penalty: 5893.607422
	Iteration 8F: 3 clusters Score -1.594191e+07 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 140761 members 
Entering Unmasked Estep 
Score: -15947789.000000 Penalty: 5893.607422
	Iteration 9Q: 3 clusters Score -1.594779e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 143196 members 
Entering Unmasked Estep 
Score: -15949967.000000 Penalty: 5893.607422
	Iteration 10Q: 3 clusters Score -1.594997e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 143976 members 
Entering Unmasked Estep 
Score: -15950738.000000 Penalty: 5893.607422
	Iteration 11Q: 3 clusters Score -1.595074e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 144220 members 
Entering Unmasked Estep 
Score: -15950978.000000 Penalty: 5893.607422
	Iteration 12Q: 3 clusters Score -1.595098e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 144318 members 
Entering Unmasked Estep 
Score: -15951123.000000 Penalty: 5893.607422
	Iteration 13Q: 3 clusters Score -1.595112e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 144356 members 
Entering Unmasked Estep 
Score: -15951191.000000 Penalty: 5893.607422
	Iteration 14Q: 3 clusters Score -1.595119e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 144368 members 
Entering Unmasked Estep 
Score: -15951231.000000 Penalty: 5893.607422
	Iteration 15Q: 3 clusters Score -1.595123e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 144374 members 
Entering Unmasked Estep 
Score: -15951237.000000 Penalty: 5893.607422
	Iteration 16Q: 3 clusters Score -1.595124e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 144375 members 
Entering Unmasked Estep 
Score: -15951261.000000 Penalty: 5893.607422
	Iteration 17Q: 3 clusters Score -1.595126e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 144376 members 
Entering Unmasked Estep 
Score: -15951252.000000 Penalty: 5893.607422
	Iteration 18Q: 3 clusters Score -1.595125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 144377 members 
Entering Unmasked Estep 
Score: -15951271.000000 Penalty: 5893.607422
	Iteration 19Q: 3 clusters Score -1.595127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 144377 members 
Entering Unmasked Estep 
Score: -15951257.000000 Penalty: 5893.607422
	Iteration 20F: 3 clusters Score -1.595126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 144379 members 
Entering Unmasked Estep 
Score: -15951269.000000 Penalty: 5893.607422
	Iteration 21Q: 3 clusters Score -1.595127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 144381 members 
Entering Unmasked Estep 
Score: -15951259.000000 Penalty: 5893.607422
	Iteration 22Q: 3 clusters Score -1.595126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 144382 members 
Entering Unmasked Estep 
Score: -15951263.000000 Penalty: 5893.607422
	Iteration 23Q: 3 clusters Score -1.595126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 144384 members 
Entering Unmasked Estep 
Score: -15951271.000000 Penalty: 5893.607422
	Iteration 24Q: 3 clusters Score -1.595127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 144385 members 
Entering Unmasked Estep 
Score: -15951283.000000 Penalty: 5893.607422
	Iteration 25Q: 3 clusters Score -1.595128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 144385 members 
Entering Unmasked Estep 
Score: -15951279.000000 Penalty: 5893.607422
	Iteration 26Q: 3 clusters Score -1.595128e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 144385 members 
Entering Unmasked Estep 
Score: -15951279.000000 Penalty: 5893.607422
	Iteration 27F: 3 clusters Score -1.595128e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (26755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Entering Unmasked Estep 
Score: -2883420.500000 Penalty: 2528.230225
	Iteration 0F: 2 clusters Score -2883420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -2864912.750000 Penalty: 5056.460449
	Iteration 0F: 3 clusters Score -2864913 nChanged 11940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -2871396.250000 Penalty: 5056.460449
	Iteration 1F: 3 clusters Score -2871396 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -2871814.750000 Penalty: 5056.460449
	Iteration 2Q: 3 clusters Score -2871815 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -2872209.250000 Penalty: 5056.460449
	Iteration 3Q: 3 clusters Score -2872209 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -2872568.250000 Penalty: 5056.460449
	Iteration 4Q: 3 clusters Score -2872568 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -2872946.000000 Penalty: 5056.460449
	Iteration 5Q: 3 clusters Score -2872946 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -2873361.000000 Penalty: 5056.460449
	Iteration 6Q: 3 clusters Score -2873361 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -2873863.250000 Penalty: 5056.460449
	Iteration 7Q: 3 clusters Score -2873863 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -2874511.750000 Penalty: 5056.460449
	Iteration 8Q: 3 clusters Score -2874512 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -2875425.000000 Penalty: 5056.460449
	Iteration 9F: 3 clusters Score -2875425 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -2876576.250000 Penalty: 5056.460449
	Iteration 10F: 3 clusters Score -2876576 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -2877844.250000 Penalty: 5056.460449
	Iteration 11F: 3 clusters Score -2877844 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -2878963.000000 Penalty: 5056.460449
	Iteration 12F: 3 clusters Score -2878963 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -2879775.500000 Penalty: 5056.460449
	Iteration 13Q: 3 clusters Score -2879776 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -2880333.500000 Penalty: 5056.460449
	Iteration 14Q: 3 clusters Score -2880334 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -2880664.750000 Penalty: 5056.460449
	Iteration 15Q: 3 clusters Score -2880665 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -2880856.500000 Penalty: 5056.460449
	Iteration 16Q: 3 clusters Score -2880856 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -2880979.000000 Penalty: 5056.460449
	Iteration 17Q: 3 clusters Score -2880979 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -2881046.750000 Penalty: 5056.460449
	Iteration 18Q: 3 clusters Score -2881047 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -2881102.250000 Penalty: 5056.460449
	Iteration 19Q: 3 clusters Score -2881102 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -2881124.000000 Penalty: 5056.460449
	Iteration 20F: 3 clusters Score -2881124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -2881150.750000 Penalty: 5056.460449
	Iteration 21Q: 3 clusters Score -2881151 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -2881173.250000 Penalty: 5056.460449
	Iteration 22Q: 3 clusters Score -2881173 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -2881188.250000 Penalty: 5056.460449
	Iteration 23Q: 3 clusters Score -2881188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -2881201.500000 Penalty: 5056.460449
	Iteration 24Q: 3 clusters Score -2881202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -2881204.750000 Penalty: 5056.460449
	Iteration 25Q: 3 clusters Score -2881205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -2881219.750000 Penalty: 5056.460449
	Iteration 26Q: 3 clusters Score -2881220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -2881226.000000 Penalty: 5056.460449
	Iteration 27Q: 3 clusters Score -2881226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -2881232.500000 Penalty: 5056.460449
	Iteration 28Q: 3 clusters Score -2881232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -2881242.250000 Penalty: 5056.460449
	Iteration 29Q: 3 clusters Score -2881242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -2881251.250000 Penalty: 5056.460449
	Iteration 30Q: 3 clusters Score -2881251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -2881255.500000 Penalty: 5056.460449
	Iteration 31Q: 3 clusters Score -2881256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -2881263.250000 Penalty: 5056.460449
	Iteration 32Q: 3 clusters Score -2881263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -2881273.250000 Penalty: 5056.460449
	Iteration 33Q: 3 clusters Score -2881273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -2881274.250000 Penalty: 5056.460449
	Iteration 34Q: 3 clusters Score -2881274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -2881278.250000 Penalty: 5056.460449
	Iteration 35Q: 3 clusters Score -2881278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -2881286.250000 Penalty: 5056.460449
	Iteration 36Q: 3 clusters Score -2881286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -2881286.500000 Penalty: 5056.460449
	Iteration 37Q: 3 clusters Score -2881286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -2881286.500000 Penalty: 5056.460449
	Iteration 38F: 3 clusters Score -2881286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Entering Unmasked Estep 
Score: -249556.281250 Penalty: 1933.013916
	Iteration 0F: 2 clusters Score -249556.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -246696.875000 Penalty: 3866.027832
	Iteration 0F: 3 clusters Score -246696.9 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -247383.906250 Penalty: 3866.027832
	Iteration 1F: 3 clusters Score -247383.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -247609.734375 Penalty: 3866.027832
	Iteration 2F: 3 clusters Score -247609.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -247732.140625 Penalty: 3866.027832
	Iteration 3F: 3 clusters Score -247732.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -247808.250000 Penalty: 3866.027832
	Iteration 4Q: 3 clusters Score -247808.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -247874.015625 Penalty: 3866.027832
	Iteration 5Q: 3 clusters Score -247874 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -247932.968750 Penalty: 3866.027832
	Iteration 6Q: 3 clusters Score -247933 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -247996.375000 Penalty: 3866.027832
	Iteration 7Q: 3 clusters Score -247996.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -248059.968750 Penalty: 3866.027832
	Iteration 8Q: 3 clusters Score -248060 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -248135.953125 Penalty: 3866.027832
	Iteration 9Q: 3 clusters Score -248136 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -248202.593750 Penalty: 3866.027832
	Iteration 10Q: 3 clusters Score -248202.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -248256.015625 Penalty: 3866.027832
	Iteration 11Q: 3 clusters Score -248256 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -248279.593750 Penalty: 3866.027832
	Iteration 12Q: 3 clusters Score -248279.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -248304.640625 Penalty: 3866.027832
	Iteration 13Q: 3 clusters Score -248304.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -248323.625000 Penalty: 3866.027832
	Iteration 14Q: 3 clusters Score -248323.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -248343.875000 Penalty: 3866.027832
	Iteration 15Q: 3 clusters Score -248343.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -248357.421875 Penalty: 3866.027832
	Iteration 16Q: 3 clusters Score -248357.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -248371.859375 Penalty: 3866.027832
	Iteration 17Q: 3 clusters Score -248371.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -248386.093750 Penalty: 3866.027832
	Iteration 18Q: 3 clusters Score -248386.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -248413.062500 Penalty: 3866.027832
	Iteration 19Q: 3 clusters Score -248413.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -248469.625000 Penalty: 3866.027832
	Iteration 20F: 3 clusters Score -248469.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -248553.312500 Penalty: 3866.027832
	Iteration 21Q: 3 clusters Score -248553.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -248644.250000 Penalty: 3866.027832
	Iteration 22Q: 3 clusters Score -248644.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -248730.609375 Penalty: 3866.027832
	Iteration 23Q: 3 clusters Score -248730.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -248803.734375 Penalty: 3866.027832
	Iteration 24Q: 3 clusters Score -248803.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -248839.234375 Penalty: 3866.027832
	Iteration 25Q: 3 clusters Score -248839.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -248872.015625 Penalty: 3866.027832
	Iteration 26Q: 3 clusters Score -248872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -248895.796875 Penalty: 3866.027832
	Iteration 27Q: 3 clusters Score -248895.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -248919.484375 Penalty: 3866.027832
	Iteration 28Q: 3 clusters Score -248919.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -248942.375000 Penalty: 3866.027832
	Iteration 29Q: 3 clusters Score -248942.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -248959.515625 Penalty: 3866.027832
	Iteration 30Q: 3 clusters Score -248959.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -248982.171875 Penalty: 3866.027832
	Iteration 31Q: 3 clusters Score -248982.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -249000.031250 Penalty: 3866.027832
	Iteration 32Q: 3 clusters Score -249000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -249023.234375 Penalty: 3866.027832
	Iteration 33Q: 3 clusters Score -249023.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -249053.906250 Penalty: 3866.027832
	Iteration 34Q: 3 clusters Score -249053.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -249090.468750 Penalty: 3866.027832
	Iteration 35Q: 3 clusters Score -249090.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -249159.156250 Penalty: 3866.027832
	Iteration 36Q: 3 clusters Score -249159.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -249224.843750 Penalty: 3866.027832
	Iteration 37Q: 3 clusters Score -249224.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -249283.125000 Penalty: 3866.027832
	Iteration 38Q: 3 clusters Score -249283.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -249353.015625 Penalty: 3866.027832
	Iteration 39Q: 3 clusters Score -249353 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -249453.625000 Penalty: 3866.027832
	Iteration 40F: 3 clusters Score -249453.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -249606.843750 Penalty: 3866.027832
	Iteration 41Q: 3 clusters Score -249606.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -249793.375000 Penalty: 3866.027832
	Iteration 42Q: 3 clusters Score -249793.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -249919.656250 Penalty: 3866.027832
	Iteration 43Q: 3 clusters Score -249919.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -249953.640625 Penalty: 3866.027832
	Iteration 44Q: 3 clusters Score -249953.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -249957.343750 Penalty: 3866.027832
	Iteration 45Q: 3 clusters Score -249957.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -249958.234375 Penalty: 3866.027832
	Iteration 46Q: 3 clusters Score -249958.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -249958.562500 Penalty: 3866.027832
	Iteration 47F: 3 clusters Score -249958.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -249960.109375 Penalty: 3866.027832
	Iteration 48Q: 3 clusters Score -249960.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -249960.687500 Penalty: 3866.027832
	Iteration 49Q: 3 clusters Score -249960.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -249960.687500 Penalty: 3866.027832
	Iteration 50F: 3 clusters Score -249960.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22174 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101502 members 
Mstep: Class 5 contains 38713 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183364 members 
Mstep: Class 9 contains 15409 members 
Mstep: Class 10 contains 7208 members 
Mstep: Class 11 contains 17791 members 
Mstep: Class 12 contains 7038 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75134 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13419 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37659 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139864 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13191 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8130 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25423 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20444 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144679 members 
Mstep: Class 35 contains 26755 members 
Mstep: Class 36 contains 1206 members 
Mstep: Class 37 contains 28436 members 
Mstep: Class 38 contains 27259 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16088 members 
Mstep: Class 47 contains 29980 members 
Mstep: Class 48 contains 12023 members 
Mstep: Class 49 contains 3509 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Mstep: Class 53 contains 1221 members 
Entering Unmasked Estep 
Score: -115175104.000000 Penalty: 182896.359375
Splitting cluster 36 changes total score from -115176120.000000 to -115175104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (28436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Entering Unmasked Estep 
Score: -2943413.750000 Penalty: 2543.342041
	Iteration 0F: 2 clusters Score -2943414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -2923916.750000 Penalty: 5086.684082
	Iteration 0F: 3 clusters Score -2923917 nChanged 12741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2930744.500000 Penalty: 5086.684082
	Iteration 1F: 3 clusters Score -2930744 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -2931378.000000 Penalty: 5086.684082
	Iteration 2F: 3 clusters Score -2931378 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -2932029.500000 Penalty: 5086.684082
	Iteration 3F: 3 clusters Score -2932030 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -2932670.250000 Penalty: 5086.684082
	Iteration 4Q: 3 clusters Score -2932670 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -2933333.750000 Penalty: 5086.684082
	Iteration 5Q: 3 clusters Score -2933334 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -2933995.500000 Penalty: 5086.684082
	Iteration 6Q: 3 clusters Score -2933996 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -2934778.500000 Penalty: 5086.684082
	Iteration 7F: 3 clusters Score -2934778 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -2935624.000000 Penalty: 5086.684082
	Iteration 8F: 3 clusters Score -2935624 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -2936491.750000 Penalty: 5086.684082
	Iteration 9Q: 3 clusters Score -2936492 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2937313.000000 Penalty: 5086.684082
	Iteration 10Q: 3 clusters Score -2937313 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -2938129.250000 Penalty: 5086.684082
	Iteration 11Q: 3 clusters Score -2938129 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -2938820.000000 Penalty: 5086.684082
	Iteration 12Q: 3 clusters Score -2938820 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -2939326.500000 Penalty: 5086.684082
	Iteration 13Q: 3 clusters Score -2939326 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -2939697.750000 Penalty: 5086.684082
	Iteration 14Q: 3 clusters Score -2939698 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2940019.250000 Penalty: 5086.684082
	Iteration 15Q: 3 clusters Score -2940019 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2940268.750000 Penalty: 5086.684082
	Iteration 16Q: 3 clusters Score -2940269 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -2940490.250000 Penalty: 5086.684082
	Iteration 17Q: 3 clusters Score -2940490 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -2940657.250000 Penalty: 5086.684082
	Iteration 18Q: 3 clusters Score -2940657 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2940788.500000 Penalty: 5086.684082
	Iteration 19Q: 3 clusters Score -2940788 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -2940904.500000 Penalty: 5086.684082
	Iteration 20F: 3 clusters Score -2940904 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -2940985.250000 Penalty: 5086.684082
	Iteration 21Q: 3 clusters Score -2940985 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -2941055.250000 Penalty: 5086.684082
	Iteration 22Q: 3 clusters Score -2941055 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -2941128.750000 Penalty: 5086.684082
	Iteration 23Q: 3 clusters Score -2941129 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -2941192.750000 Penalty: 5086.684082
	Iteration 24Q: 3 clusters Score -2941193 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -2941231.500000 Penalty: 5086.684082
	Iteration 25Q: 3 clusters Score -2941232 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -2941295.250000 Penalty: 5086.684082
	Iteration 26Q: 3 clusters Score -2941295 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -2941311.500000 Penalty: 5086.684082
	Iteration 27Q: 3 clusters Score -2941312 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -2941332.500000 Penalty: 5086.684082
	Iteration 28Q: 3 clusters Score -2941332 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -2941354.250000 Penalty: 5086.684082
	Iteration 29Q: 3 clusters Score -2941354 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -2941366.750000 Penalty: 5086.684082
	Iteration 30Q: 3 clusters Score -2941367 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -2941389.500000 Penalty: 5086.684082
	Iteration 31Q: 3 clusters Score -2941390 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -2941397.500000 Penalty: 5086.684082
	Iteration 32Q: 3 clusters Score -2941398 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -2941414.000000 Penalty: 5086.684082
	Iteration 33Q: 3 clusters Score -2941414 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -2941429.000000 Penalty: 5086.684082
	Iteration 34Q: 3 clusters Score -2941429 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -2941442.000000 Penalty: 5086.684082
	Iteration 35Q: 3 clusters Score -2941442 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -2941463.500000 Penalty: 5086.684082
	Iteration 36Q: 3 clusters Score -2941464 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -2941470.500000 Penalty: 5086.684082
	Iteration 37Q: 3 clusters Score -2941470 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -2941476.500000 Penalty: 5086.684082
	Iteration 38Q: 3 clusters Score -2941476 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -2941478.000000 Penalty: 5086.684082
	Iteration 39Q: 3 clusters Score -2941478 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -2941481.750000 Penalty: 5086.684082
	Iteration 40F: 3 clusters Score -2941482 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -2941482.750000 Penalty: 5086.684082
	Iteration 41Q: 3 clusters Score -2941483 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -2941495.750000 Penalty: 5086.684082
	Iteration 42Q: 3 clusters Score -2941496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -2941496.250000 Penalty: 5086.684082
	Iteration 43Q: 3 clusters Score -2941496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2941498.750000 Penalty: 5086.684082
	Iteration 44Q: 3 clusters Score -2941499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -2941487.750000 Penalty: 5086.684082
	Iteration 45Q: 3 clusters Score -2941488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -2941493.250000 Penalty: 5086.684082
	Iteration 46Q: 3 clusters Score -2941493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -2941493.500000 Penalty: 5086.684082
	Iteration 47Q: 3 clusters Score -2941494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -2941489.000000 Penalty: 5086.684082
	Iteration 48Q: 3 clusters Score -2941489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -2941488.750000 Penalty: 5086.684082
	Iteration 49Q: 3 clusters Score -2941489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -2941490.500000 Penalty: 5086.684082
	Iteration 50Q: 3 clusters Score -2941490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -2941488.250000 Penalty: 5086.684082
	Iteration 51Q: 3 clusters Score -2941488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -2941493.250000 Penalty: 5086.684082
	Iteration 52Q: 3 clusters Score -2941493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -2941496.000000 Penalty: 5086.684082
	Iteration 53Q: 3 clusters Score -2941496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -2941497.250000 Penalty: 5086.684082
	Iteration 54Q: 3 clusters Score -2941497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -2941494.000000 Penalty: 5086.684082
	Iteration 55Q: 3 clusters Score -2941494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -2941499.500000 Penalty: 5086.684082
	Iteration 56Q: 3 clusters Score -2941500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -2941496.000000 Penalty: 5086.684082
	Iteration 57Q: 3 clusters Score -2941496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -2941504.250000 Penalty: 5086.684082
	Iteration 58Q: 3 clusters Score -2941504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -2941502.500000 Penalty: 5086.684082
	Iteration 59Q: 3 clusters Score -2941502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -2941504.750000 Penalty: 5086.684082
	Iteration 60F: 3 clusters Score -2941505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (27259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Entering Unmasked Estep 
Score: -2969057.250000 Penalty: 2532.858398
	Iteration 0F: 2 clusters Score -2969057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -2950248.500000 Penalty: 5065.716797
	Iteration 0F: 3 clusters Score -2950248 nChanged 12236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -2957072.750000 Penalty: 5065.716797
	Iteration 1F: 3 clusters Score -2957073 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -2957621.750000 Penalty: 5065.716797
	Iteration 2Q: 3 clusters Score -2957622 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -2958317.250000 Penalty: 5065.716797
	Iteration 3F: 3 clusters Score -2958317 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2959214.750000 Penalty: 5065.716797
	Iteration 4F: 3 clusters Score -2959215 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -2960237.500000 Penalty: 5065.716797
	Iteration 5F: 3 clusters Score -2960238 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -2961406.500000 Penalty: 5065.716797
	Iteration 6F: 3 clusters Score -2961406 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2962674.250000 Penalty: 5065.716797
	Iteration 7F: 3 clusters Score -2962674 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -2963810.000000 Penalty: 5065.716797
	Iteration 8F: 3 clusters Score -2963810 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -2964640.500000 Penalty: 5065.716797
	Iteration 9Q: 3 clusters Score -2964640 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2965172.000000 Penalty: 5065.716797
	Iteration 10Q: 3 clusters Score -2965172 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2965513.000000 Penalty: 5065.716797
	Iteration 11Q: 3 clusters Score -2965513 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -2965782.000000 Penalty: 5065.716797
	Iteration 12Q: 3 clusters Score -2965782 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -2966022.000000 Penalty: 5065.716797
	Iteration 13Q: 3 clusters Score -2966022 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -2966225.750000 Penalty: 5065.716797
	Iteration 14Q: 3 clusters Score -2966226 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2966403.000000 Penalty: 5065.716797
	Iteration 15Q: 3 clusters Score -2966403 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -2966522.500000 Penalty: 5065.716797
	Iteration 16Q: 3 clusters Score -2966522 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2966604.250000 Penalty: 5065.716797
	Iteration 17Q: 3 clusters Score -2966604 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -2966663.500000 Penalty: 5065.716797
	Iteration 18Q: 3 clusters Score -2966664 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -2966701.750000 Penalty: 5065.716797
	Iteration 19Q: 3 clusters Score -2966702 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2966729.500000 Penalty: 5065.716797
	Iteration 20F: 3 clusters Score -2966730 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -2966748.500000 Penalty: 5065.716797
	Iteration 21Q: 3 clusters Score -2966748 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2966762.750000 Penalty: 5065.716797
	Iteration 22Q: 3 clusters Score -2966763 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -2966785.500000 Penalty: 5065.716797
	Iteration 23Q: 3 clusters Score -2966786 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2966788.500000 Penalty: 5065.716797
	Iteration 24Q: 3 clusters Score -2966788 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -2966801.250000 Penalty: 5065.716797
	Iteration 25Q: 3 clusters Score -2966801 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -2966800.500000 Penalty: 5065.716797
	Iteration 26Q: 3 clusters Score -2966800 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2966812.250000 Penalty: 5065.716797
	Iteration 27Q: 3 clusters Score -2966812 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -2966814.750000 Penalty: 5065.716797
	Iteration 28Q: 3 clusters Score -2966815 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -2966813.500000 Penalty: 5065.716797
	Iteration 29Q: 3 clusters Score -2966814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -2966819.000000 Penalty: 5065.716797
	Iteration 30Q: 3 clusters Score -2966819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -2966815.750000 Penalty: 5065.716797
	Iteration 31Q: 3 clusters Score -2966816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2966817.000000 Penalty: 5065.716797
	Iteration 32Q: 3 clusters Score -2966817 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -2966823.000000 Penalty: 5065.716797
	Iteration 33Q: 3 clusters Score -2966823 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2966826.750000 Penalty: 5065.716797
	Iteration 34Q: 3 clusters Score -2966827 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -2966825.000000 Penalty: 5065.716797
	Iteration 35Q: 3 clusters Score -2966825 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -2966827.500000 Penalty: 5065.716797
	Iteration 36Q: 3 clusters Score -2966828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -2966832.250000 Penalty: 5065.716797
	Iteration 37Q: 3 clusters Score -2966832 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -2966825.500000 Penalty: 5065.716797
	Iteration 38Q: 3 clusters Score -2966826 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -2966833.500000 Penalty: 5065.716797
	Iteration 39Q: 3 clusters Score -2966834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -2966840.500000 Penalty: 5065.716797
	Iteration 40F: 3 clusters Score -2966840 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -2966839.750000 Penalty: 5065.716797
	Iteration 41Q: 3 clusters Score -2966840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2966846.000000 Penalty: 5065.716797
	Iteration 42Q: 3 clusters Score -2966846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -2966845.250000 Penalty: 5065.716797
	Iteration 43Q: 3 clusters Score -2966845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -2966841.000000 Penalty: 5065.716797
	Iteration 44Q: 3 clusters Score -2966841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -2966847.500000 Penalty: 5065.716797
	Iteration 45Q: 3 clusters Score -2966848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -2966852.750000 Penalty: 5065.716797
	Iteration 46Q: 3 clusters Score -2966853 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -2966852.750000 Penalty: 5065.716797
	Iteration 47Q: 3 clusters Score -2966853 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -2966854.750000 Penalty: 5065.716797
	Iteration 48Q: 3 clusters Score -2966855 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -2966864.750000 Penalty: 5065.716797
	Iteration 49Q: 3 clusters Score -2966865 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -2966867.750000 Penalty: 5065.716797
	Iteration 50Q: 3 clusters Score -2966868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -2966863.750000 Penalty: 5065.716797
	Iteration 51Q: 3 clusters Score -2966864 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -2966876.000000 Penalty: 5065.716797
	Iteration 52Q: 3 clusters Score -2966876 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -2966890.750000 Penalty: 5065.716797
	Iteration 53Q: 3 clusters Score -2966891 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -2966910.500000 Penalty: 5065.716797
	Iteration 54Q: 3 clusters Score -2966910 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -2966920.750000 Penalty: 5065.716797
	Iteration 55Q: 3 clusters Score -2966921 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -2966946.500000 Penalty: 5065.716797
	Iteration 56Q: 3 clusters Score -2966946 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -2966956.750000 Penalty: 5065.716797
	Iteration 57Q: 3 clusters Score -2966957 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -2966981.250000 Penalty: 5065.716797
	Iteration 58Q: 3 clusters Score -2966981 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -2967019.750000 Penalty: 5065.716797
	Iteration 59Q: 3 clusters Score -2967020 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -2967091.750000 Penalty: 5065.716797
	Iteration 60F: 3 clusters Score -2967092 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -2967168.250000 Penalty: 5065.716797
	Iteration 61Q: 3 clusters Score -2967168 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -2967269.000000 Penalty: 5065.716797
	Iteration 62Q: 3 clusters Score -2967269 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -2967354.250000 Penalty: 5065.716797
	Iteration 63Q: 3 clusters Score -2967354 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -2967444.500000 Penalty: 5065.716797
	Iteration 64Q: 3 clusters Score -2967444 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -2967484.000000 Penalty: 5065.716797
	Iteration 65Q: 3 clusters Score -2967484 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -2967507.750000 Penalty: 5065.716797
	Iteration 66Q: 3 clusters Score -2967508 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -2967521.750000 Penalty: 5065.716797
	Iteration 67Q: 3 clusters Score -2967522 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -2967543.500000 Penalty: 5065.716797
	Iteration 68Q: 3 clusters Score -2967544 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -2967557.250000 Penalty: 5065.716797
	Iteration 69Q: 3 clusters Score -2967557 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -2967568.500000 Penalty: 5065.716797
	Iteration 70Q: 3 clusters Score -2967568 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -2967584.000000 Penalty: 5065.716797
	Iteration 71Q: 3 clusters Score -2967584 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -2967589.250000 Penalty: 5065.716797
	Iteration 72Q: 3 clusters Score -2967589 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2967598.250000 Penalty: 5065.716797
	Iteration 73Q: 3 clusters Score -2967598 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -2967599.000000 Penalty: 5065.716797
	Iteration 74Q: 3 clusters Score -2967599 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2967612.500000 Penalty: 5065.716797
	Iteration 75Q: 3 clusters Score -2967612 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -2967616.500000 Penalty: 5065.716797
	Iteration 76Q: 3 clusters Score -2967616 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -2967617.750000 Penalty: 5065.716797
	Iteration 77Q: 3 clusters Score -2967618 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -2967624.500000 Penalty: 5065.716797
	Iteration 78Q: 3 clusters Score -2967624 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2967626.000000 Penalty: 5065.716797
	Iteration 79Q: 3 clusters Score -2967626 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -2967635.750000 Penalty: 5065.716797
	Iteration 80F: 3 clusters Score -2967636 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -2967636.250000 Penalty: 5065.716797
	Iteration 81Q: 3 clusters Score -2967636 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -2967638.750000 Penalty: 5065.716797
	Iteration 82Q: 3 clusters Score -2967639 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -2967653.500000 Penalty: 5065.716797
	Iteration 83Q: 3 clusters Score -2967654 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -2967665.750000 Penalty: 5065.716797
	Iteration 84Q: 3 clusters Score -2967666 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -2967670.000000 Penalty: 5065.716797
	Iteration 85Q: 3 clusters Score -2967670 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -2967691.250000 Penalty: 5065.716797
	Iteration 86Q: 3 clusters Score -2967691 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -2967711.000000 Penalty: 5065.716797
	Iteration 87Q: 3 clusters Score -2967711 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -2967715.750000 Penalty: 5065.716797
	Iteration 88Q: 3 clusters Score -2967716 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -2967740.500000 Penalty: 5065.716797
	Iteration 89Q: 3 clusters Score -2967740 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -2967782.500000 Penalty: 5065.716797
	Iteration 90Q: 3 clusters Score -2967782 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -2967829.250000 Penalty: 5065.716797
	Iteration 91Q: 3 clusters Score -2967829 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -2967880.000000 Penalty: 5065.716797
	Iteration 92Q: 3 clusters Score -2967880 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -2967936.250000 Penalty: 5065.716797
	Iteration 93Q: 3 clusters Score -2967936 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -2968021.000000 Penalty: 5065.716797
	Iteration 94Q: 3 clusters Score -2968021 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -2968140.500000 Penalty: 5065.716797
	Iteration 95Q: 3 clusters Score -2968140 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -2968291.000000 Penalty: 5065.716797
	Iteration 96Q: 3 clusters Score -2968291 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -2968391.500000 Penalty: 5065.716797
	Iteration 97Q: 3 clusters Score -2968392 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -2968452.000000 Penalty: 5065.716797
	Iteration 98Q: 3 clusters Score -2968452 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -2968499.500000 Penalty: 5065.716797
	Iteration 99Q: 3 clusters Score -2968500 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -2968511.750000 Penalty: 5065.716797
	Iteration 100F: 3 clusters Score -2968512 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2968535.750000 Penalty: 5065.716797
	Iteration 101Q: 3 clusters Score -2968536 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -2968540.750000 Penalty: 5065.716797
	Iteration 102Q: 3 clusters Score -2968541 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -2968545.250000 Penalty: 5065.716797
	Iteration 103Q: 3 clusters Score -2968545 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -2968553.500000 Penalty: 5065.716797
	Iteration 104Q: 3 clusters Score -2968554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -2968555.250000 Penalty: 5065.716797
	Iteration 105Q: 3 clusters Score -2968555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -2968555.500000 Penalty: 5065.716797
	Iteration 106Q: 3 clusters Score -2968556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -2968549.500000 Penalty: 5065.716797
	Iteration 107Q: 3 clusters Score -2968550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -2968555.000000 Penalty: 5065.716797
	Iteration 108Q: 3 clusters Score -2968555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -2968547.500000 Penalty: 5065.716797
	Iteration 109Q: 3 clusters Score -2968548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -2968549.000000 Penalty: 5065.716797
	Iteration 110Q: 3 clusters Score -2968549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -2968554.750000 Penalty: 5065.716797
	Iteration 111Q: 3 clusters Score -2968555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -2968552.500000 Penalty: 5065.716797
	Iteration 112Q: 3 clusters Score -2968552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -2968551.000000 Penalty: 5065.716797
	Iteration 113Q: 3 clusters Score -2968551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -2968555.250000 Penalty: 5065.716797
	Iteration 114Q: 3 clusters Score -2968555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -2968555.500000 Penalty: 5065.716797
	Iteration 115Q: 3 clusters Score -2968556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -2968555.500000 Penalty: 5065.716797
	Iteration 116Q: 3 clusters Score -2968556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -2968552.000000 Penalty: 5065.716797
	Iteration 117Q: 3 clusters Score -2968552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -2968553.500000 Penalty: 5065.716797
	Iteration 118Q: 3 clusters Score -2968554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -2968555.250000 Penalty: 5065.716797
	Iteration 119Q: 3 clusters Score -2968555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -2968554.250000 Penalty: 5065.716797
	Iteration 120F: 3 clusters Score -2968554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -2968558.750000 Penalty: 5065.716797
	Iteration 121Q: 3 clusters Score -2968559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -2968557.000000 Penalty: 5065.716797
	Iteration 122Q: 3 clusters Score -2968557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -2968558.750000 Penalty: 5065.716797
	Iteration 123Q: 3 clusters Score -2968559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -2968558.500000 Penalty: 5065.716797
	Iteration 124Q: 3 clusters Score -2968558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -2968559.250000 Penalty: 5065.716797
	Iteration 125Q: 3 clusters Score -2968559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -2968559.250000 Penalty: 5065.716797
	Iteration 126F: 3 clusters Score -2968559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Entering Unmasked Estep 
Score: -312775.593750 Penalty: 2006.723511
	Iteration 0F: 2 clusters Score -312775.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -309359.468750 Penalty: 4013.447021
	Iteration 0F: 3 clusters Score -309359.5 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -310126.562500 Penalty: 4013.447021
	Iteration 1F: 3 clusters Score -310126.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -310338.875000 Penalty: 4013.447021
	Iteration 2F: 3 clusters Score -310338.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -310484.218750 Penalty: 4013.447021
	Iteration 3F: 3 clusters Score -310484.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -310574.906250 Penalty: 4013.447021
	Iteration 4Q: 3 clusters Score -310574.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -310640.750000 Penalty: 4013.447021
	Iteration 5Q: 3 clusters Score -310640.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -310696.906250 Penalty: 4013.447021
	Iteration 6Q: 3 clusters Score -310696.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -310743.093750 Penalty: 4013.447021
	Iteration 7Q: 3 clusters Score -310743.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -310779.750000 Penalty: 4013.447021
	Iteration 8Q: 3 clusters Score -310779.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -310802.125000 Penalty: 4013.447021
	Iteration 9Q: 3 clusters Score -310802.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -310824.562500 Penalty: 4013.447021
	Iteration 10Q: 3 clusters Score -310824.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -310850.156250 Penalty: 4013.447021
	Iteration 11Q: 3 clusters Score -310850.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -310873.156250 Penalty: 4013.447021
	Iteration 12Q: 3 clusters Score -310873.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -310898.343750 Penalty: 4013.447021
	Iteration 13Q: 3 clusters Score -310898.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -310918.312500 Penalty: 4013.447021
	Iteration 14Q: 3 clusters Score -310918.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -310947.437500 Penalty: 4013.447021
	Iteration 15Q: 3 clusters Score -310947.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -310967.656250 Penalty: 4013.447021
	Iteration 16Q: 3 clusters Score -310967.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -310981.656250 Penalty: 4013.447021
	Iteration 17Q: 3 clusters Score -310981.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -310998.031250 Penalty: 4013.447021
	Iteration 18Q: 3 clusters Score -310998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -311007.062500 Penalty: 4013.447021
	Iteration 19Q: 3 clusters Score -311007.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -311018.968750 Penalty: 4013.447021
	Iteration 20F: 3 clusters Score -311019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -311026.656250 Penalty: 4013.447021
	Iteration 21Q: 3 clusters Score -311026.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -311029.656250 Penalty: 4013.447021
	Iteration 22Q: 3 clusters Score -311029.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -311033.937500 Penalty: 4013.447021
	Iteration 23Q: 3 clusters Score -311033.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -311035.468750 Penalty: 4013.447021
	Iteration 24Q: 3 clusters Score -311035.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -311036.218750 Penalty: 4013.447021
	Iteration 25Q: 3 clusters Score -311036.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -311039.406250 Penalty: 4013.447021
	Iteration 26Q: 3 clusters Score -311039.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -311042.843750 Penalty: 4013.447021
	Iteration 27Q: 3 clusters Score -311042.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -311046.718750 Penalty: 4013.447021
	Iteration 28Q: 3 clusters Score -311046.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -311050.750000 Penalty: 4013.447021
	Iteration 29Q: 3 clusters Score -311050.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -311054.906250 Penalty: 4013.447021
	Iteration 30Q: 3 clusters Score -311054.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -311056.750000 Penalty: 4013.447021
	Iteration 31Q: 3 clusters Score -311056.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -311059.718750 Penalty: 4013.447021
	Iteration 32Q: 3 clusters Score -311059.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -311062.593750 Penalty: 4013.447021
	Iteration 33Q: 3 clusters Score -311062.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -311064.718750 Penalty: 4013.447021
	Iteration 34Q: 3 clusters Score -311064.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -311067.125000 Penalty: 4013.447021
	Iteration 35Q: 3 clusters Score -311067.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -311071.687500 Penalty: 4013.447021
	Iteration 36Q: 3 clusters Score -311071.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -311073.906250 Penalty: 4013.447021
	Iteration 37Q: 3 clusters Score -311073.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -311076.218750 Penalty: 4013.447021
	Iteration 38Q: 3 clusters Score -311076.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -311077.656250 Penalty: 4013.447021
	Iteration 39Q: 3 clusters Score -311077.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -311079.500000 Penalty: 4013.447021
	Iteration 40F: 3 clusters Score -311079.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -311081.500000 Penalty: 4013.447021
	Iteration 41Q: 3 clusters Score -311081.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -311081.906250 Penalty: 4013.447021
	Iteration 42Q: 3 clusters Score -311081.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -311082.562500 Penalty: 4013.447021
	Iteration 43Q: 3 clusters Score -311082.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -311082.562500 Penalty: 4013.447021
	Iteration 44F: 3 clusters Score -311082.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Entering Unmasked Estep 
Score: -142284.937500 Penalty: 1795.681152
	Iteration 0F: 2 clusters Score -142284.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -140066.484375 Penalty: 3591.362305
	Iteration 0F: 3 clusters Score -140066.5 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -140465.921875 Penalty: 3591.362305
	Iteration 1F: 3 clusters Score -140465.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -140619.359375 Penalty: 3591.362305
	Iteration 2F: 3 clusters Score -140619.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -140701.968750 Penalty: 3591.362305
	Iteration 3F: 3 clusters Score -140702 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -140769.156250 Penalty: 3591.362305
	Iteration 4Q: 3 clusters Score -140769.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -140817.625000 Penalty: 3591.362305
	Iteration 5Q: 3 clusters Score -140817.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -140872.984375 Penalty: 3591.362305
	Iteration 6Q: 3 clusters Score -140873 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -140909.937500 Penalty: 3591.362305
	Iteration 7Q: 3 clusters Score -140909.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -140957.562500 Penalty: 3591.362305
	Iteration 8Q: 3 clusters Score -140957.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -140992.765625 Penalty: 3591.362305
	Iteration 9Q: 3 clusters Score -140992.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -141022.343750 Penalty: 3591.362305
	Iteration 10Q: 3 clusters Score -141022.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -141047.843750 Penalty: 3591.362305
	Iteration 11Q: 3 clusters Score -141047.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -141078.703125 Penalty: 3591.362305
	Iteration 12Q: 3 clusters Score -141078.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -141122.281250 Penalty: 3591.362305
	Iteration 13Q: 3 clusters Score -141122.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -141174.734375 Penalty: 3591.362305
	Iteration 14Q: 3 clusters Score -141174.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -141262.000000 Penalty: 3591.362305
	Iteration 15Q: 3 clusters Score -141262 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -141440.812500 Penalty: 3591.362305
	Iteration 16Q: 3 clusters Score -141440.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -141750.812500 Penalty: 3591.362305
	Iteration 17Q: 3 clusters Score -141750.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -141974.046875 Penalty: 3591.362305
	Iteration 18Q: 3 clusters Score -141974 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -142064.609375 Penalty: 3591.362305
	Iteration 19Q: 3 clusters Score -142064.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -142128.312500 Penalty: 3591.362305
	Iteration 20F: 3 clusters Score -142128.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -142193.671875 Penalty: 3591.362305
	Iteration 21Q: 3 clusters Score -142193.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -142242.609375 Penalty: 3591.362305
	Iteration 22Q: 3 clusters Score -142242.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -142284.656250 Penalty: 3591.362305
	Iteration 23Q: 3 clusters Score -142284.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -142308.062500 Penalty: 3591.362305
	Iteration 24Q: 3 clusters Score -142308.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -142317.812500 Penalty: 3591.362305
	Iteration 25Q: 3 clusters Score -142317.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -142322.812500 Penalty: 3591.362305
	Iteration 26Q: 3 clusters Score -142322.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -142325.015625 Penalty: 3591.362305
	Iteration 27Q: 3 clusters Score -142325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -142325.015625 Penalty: 3591.362305
	Iteration 28F: 3 clusters Score -142325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22174 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101502 members 
Mstep: Class 5 contains 38713 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183364 members 
Mstep: Class 9 contains 15409 members 
Mstep: Class 10 contains 7208 members 
Mstep: Class 11 contains 17791 members 
Mstep: Class 12 contains 7038 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75134 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13419 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37659 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139864 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13191 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8130 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25423 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20444 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144679 members 
Mstep: Class 35 contains 26755 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28436 members 
Mstep: Class 38 contains 27259 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 567 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16088 members 
Mstep: Class 47 contains 29980 members 
Mstep: Class 48 contains 12023 members 
Mstep: Class 49 contains 3509 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Mstep: Class 53 contains 828 members 
Entering Unmasked Estep 
Score: -115174512.000000 Penalty: 182896.359375
Splitting cluster 40 changes total score from -115176120.000000 to -115174512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Entering Unmasked Estep 
Score: -84467.984375 Penalty: 1665.415161
	Iteration 0F: 2 clusters Score -84467.98 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 424 members 
Entering Unmasked Estep 
Score: -82723.304688 Penalty: 3330.830322
	Iteration 0F: 3 clusters Score -82723.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -82997.382812 Penalty: 3330.830322
	Iteration 1F: 3 clusters Score -82997.38 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -83068.015625 Penalty: 3330.830322
	Iteration 2F: 3 clusters Score -83068.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -83100.523438 Penalty: 3330.830322
	Iteration 3Q: 3 clusters Score -83100.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -83108.718750 Penalty: 3330.830322
	Iteration 4Q: 3 clusters Score -83108.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -83111.843750 Penalty: 3330.830322
	Iteration 5Q: 3 clusters Score -83111.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -83119.132812 Penalty: 3330.830322
	Iteration 6Q: 3 clusters Score -83119.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -83122.539062 Penalty: 3330.830322
	Iteration 7Q: 3 clusters Score -83122.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -83126.320312 Penalty: 3330.830322
	Iteration 8Q: 3 clusters Score -83126.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -83128.226562 Penalty: 3330.830322
	Iteration 9Q: 3 clusters Score -83128.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -83130.242188 Penalty: 3330.830322
	Iteration 10Q: 3 clusters Score -83130.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -83133.351562 Penalty: 3330.830322
	Iteration 11Q: 3 clusters Score -83133.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -83134.578125 Penalty: 3330.830322
	Iteration 12Q: 3 clusters Score -83134.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -83134.578125 Penalty: 3330.830322
	Iteration 13F: 3 clusters Score -83134.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Entering Unmasked Estep 
Score: -331614.531250 Penalty: 1991.944702
	Iteration 0F: 2 clusters Score -331614.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -328349.062500 Penalty: 3983.889404
	Iteration 0F: 3 clusters Score -328349.1 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -329031.687500 Penalty: 3983.889404
	Iteration 1F: 3 clusters Score -329031.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -329197.812500 Penalty: 3983.889404
	Iteration 2F: 3 clusters Score -329197.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -329301.843750 Penalty: 3983.889404
	Iteration 3Q: 3 clusters Score -329301.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -329388.031250 Penalty: 3983.889404
	Iteration 4Q: 3 clusters Score -329388 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -329482.312500 Penalty: 3983.889404
	Iteration 5Q: 3 clusters Score -329482.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -329587.031250 Penalty: 3983.889404
	Iteration 6Q: 3 clusters Score -329587 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -329686.437500 Penalty: 3983.889404
	Iteration 7Q: 3 clusters Score -329686.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -329783.156250 Penalty: 3983.889404
	Iteration 8Q: 3 clusters Score -329783.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -329859.500000 Penalty: 3983.889404
	Iteration 9Q: 3 clusters Score -329859.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -329913.562500 Penalty: 3983.889404
	Iteration 10Q: 3 clusters Score -329913.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -329959.812500 Penalty: 3983.889404
	Iteration 11Q: 3 clusters Score -329959.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -329997.562500 Penalty: 3983.889404
	Iteration 12Q: 3 clusters Score -329997.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -330025.781250 Penalty: 3983.889404
	Iteration 13Q: 3 clusters Score -330025.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -330052.500000 Penalty: 3983.889404
	Iteration 14Q: 3 clusters Score -330052.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -330072.593750 Penalty: 3983.889404
	Iteration 15Q: 3 clusters Score -330072.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -330095.187500 Penalty: 3983.889404
	Iteration 16Q: 3 clusters Score -330095.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -330116.781250 Penalty: 3983.889404
	Iteration 17Q: 3 clusters Score -330116.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -330133.968750 Penalty: 3983.889404
	Iteration 18Q: 3 clusters Score -330134 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -330151.343750 Penalty: 3983.889404
	Iteration 19Q: 3 clusters Score -330151.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -330158.656250 Penalty: 3983.889404
	Iteration 20F: 3 clusters Score -330158.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -330163.312500 Penalty: 3983.889404
	Iteration 21Q: 3 clusters Score -330163.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -330167.437500 Penalty: 3983.889404
	Iteration 22Q: 3 clusters Score -330167.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -330171.000000 Penalty: 3983.889404
	Iteration 23Q: 3 clusters Score -330171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -330173.406250 Penalty: 3983.889404
	Iteration 24Q: 3 clusters Score -330173.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -330175.843750 Penalty: 3983.889404
	Iteration 25Q: 3 clusters Score -330175.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -330178.593750 Penalty: 3983.889404
	Iteration 26Q: 3 clusters Score -330178.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -330178.593750 Penalty: 3983.889404
	Iteration 27F: 3 clusters Score -330178.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (5802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Entering Unmasked Estep 
Score: -624863.250000 Penalty: 2149.157715
	Iteration 0F: 2 clusters Score -624863.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -619785.312500 Penalty: 4298.315430
	Iteration 0F: 3 clusters Score -619785.3 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -621027.187500 Penalty: 4298.315430
	Iteration 1F: 3 clusters Score -621027.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -621231.250000 Penalty: 4298.315430
	Iteration 2F: 3 clusters Score -621231.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -621380.937500 Penalty: 4298.315430
	Iteration 3Q: 3 clusters Score -621380.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -621500.750000 Penalty: 4298.315430
	Iteration 4Q: 3 clusters Score -621500.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -621602.000000 Penalty: 4298.315430
	Iteration 5Q: 3 clusters Score -621602 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -621723.437500 Penalty: 4298.315430
	Iteration 6Q: 3 clusters Score -621723.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -621848.562500 Penalty: 4298.315430
	Iteration 7Q: 3 clusters Score -621848.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -622008.125000 Penalty: 4298.315430
	Iteration 8Q: 3 clusters Score -622008.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -622279.125000 Penalty: 4298.315430
	Iteration 9Q: 3 clusters Score -622279.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -622699.625000 Penalty: 4298.315430
	Iteration 10F: 3 clusters Score -622699.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -623349.062500 Penalty: 4298.315430
	Iteration 11F: 3 clusters Score -623349.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -624064.250000 Penalty: 4298.315430
	Iteration 12F: 3 clusters Score -624064.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -624560.687500 Penalty: 4298.315430
	Iteration 13F: 3 clusters Score -624560.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -624771.000000 Penalty: 4298.315430
	Iteration 14Q: 3 clusters Score -624771 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -624905.687500 Penalty: 4298.315430
	Iteration 15Q: 3 clusters Score -624905.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -624983.000000 Penalty: 4298.315430
	Iteration 16Q: 3 clusters Score -624983 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -625034.375000 Penalty: 4298.315430
	Iteration 17Q: 3 clusters Score -625034.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -625065.875000 Penalty: 4298.315430
	Iteration 18Q: 3 clusters Score -625065.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -625085.625000 Penalty: 4298.315430
	Iteration 19Q: 3 clusters Score -625085.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -625096.937500 Penalty: 4298.315430
	Iteration 20F: 3 clusters Score -625096.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -625103.687500 Penalty: 4298.315430
	Iteration 21Q: 3 clusters Score -625103.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -625108.937500 Penalty: 4298.315430
	Iteration 22Q: 3 clusters Score -625108.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -625111.500000 Penalty: 4298.315430
	Iteration 23Q: 3 clusters Score -625111.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -625112.375000 Penalty: 4298.315430
	Iteration 24Q: 3 clusters Score -625112.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -625112.937500 Penalty: 4298.315430
	Iteration 25Q: 3 clusters Score -625112.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -625112.937500 Penalty: 4298.315430
	Iteration 26F: 3 clusters Score -625112.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22174 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101502 members 
Mstep: Class 5 contains 38713 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183364 members 
Mstep: Class 9 contains 15409 members 
Mstep: Class 10 contains 7208 members 
Mstep: Class 11 contains 17791 members 
Mstep: Class 12 contains 7038 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75134 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13419 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37659 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139864 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13191 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8130 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25423 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20444 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144679 members 
Mstep: Class 35 contains 26755 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28436 members 
Mstep: Class 38 contains 27259 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 2176 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16088 members 
Mstep: Class 47 contains 29980 members 
Mstep: Class 48 contains 12023 members 
Mstep: Class 49 contains 3509 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Mstep: Class 53 contains 3626 members 
Entering Unmasked Estep 
Score: -115175144.000000 Penalty: 182896.359375
Splitting cluster 43 changes total score from -115176120.000000 to -115175144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Entering Unmasked Estep 
Score: -68917.179688 Penalty: 1626.784546
	Iteration 0F: 2 clusters Score -68917.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -67229.335938 Penalty: 3253.569092
	Iteration 0F: 3 clusters Score -67229.34 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -67473.937500 Penalty: 3253.569092
	Iteration 1F: 3 clusters Score -67473.94 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -67545.109375 Penalty: 3253.569092
	Iteration 2F: 3 clusters Score -67545.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -67578.039062 Penalty: 3253.569092
	Iteration 3Q: 3 clusters Score -67578.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -67609.992188 Penalty: 3253.569092
	Iteration 4Q: 3 clusters Score -67609.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -67632.773438 Penalty: 3253.569092
	Iteration 5Q: 3 clusters Score -67632.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -67646.851562 Penalty: 3253.569092
	Iteration 6Q: 3 clusters Score -67646.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -67657.343750 Penalty: 3253.569092
	Iteration 7Q: 3 clusters Score -67657.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -67663.203125 Penalty: 3253.569092
	Iteration 8Q: 3 clusters Score -67663.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -67672.375000 Penalty: 3253.569092
	Iteration 9Q: 3 clusters Score -67672.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -67674.671875 Penalty: 3253.569092
	Iteration 10Q: 3 clusters Score -67674.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -67676.015625 Penalty: 3253.569092
	Iteration 11Q: 3 clusters Score -67676.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -67676.015625 Penalty: 3253.569092
	Iteration 12F: 3 clusters Score -67676.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (8737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Entering Unmasked Estep 
Score: -929447.687500 Penalty: 2250.679932
	Iteration 0F: 2 clusters Score -929447.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -922533.500000 Penalty: 4501.359863
	Iteration 0F: 3 clusters Score -922533.5 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -924486.125000 Penalty: 4501.359863
	Iteration 1F: 3 clusters Score -924486.1 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -924812.750000 Penalty: 4501.359863
	Iteration 2F: 3 clusters Score -924812.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -925105.750000 Penalty: 4501.359863
	Iteration 3F: 3 clusters Score -925105.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -925379.437500 Penalty: 4501.359863
	Iteration 4F: 3 clusters Score -925379.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -925670.000000 Penalty: 4501.359863
	Iteration 5Q: 3 clusters Score -925670 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -925995.000000 Penalty: 4501.359863
	Iteration 6Q: 3 clusters Score -925995 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -926381.312500 Penalty: 4501.359863
	Iteration 7F: 3 clusters Score -926381.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -926743.875000 Penalty: 4501.359863
	Iteration 8F: 3 clusters Score -926743.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -927055.937500 Penalty: 4501.359863
	Iteration 9Q: 3 clusters Score -927055.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -927318.750000 Penalty: 4501.359863
	Iteration 10Q: 3 clusters Score -927318.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -927531.250000 Penalty: 4501.359863
	Iteration 11Q: 3 clusters Score -927531.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -927731.000000 Penalty: 4501.359863
	Iteration 12Q: 3 clusters Score -927731 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -927923.312500 Penalty: 4501.359863
	Iteration 13Q: 3 clusters Score -927923.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -928065.312500 Penalty: 4501.359863
	Iteration 14Q: 3 clusters Score -928065.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -928166.375000 Penalty: 4501.359863
	Iteration 15Q: 3 clusters Score -928166.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -928218.437500 Penalty: 4501.359863
	Iteration 16Q: 3 clusters Score -928218.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -928245.687500 Penalty: 4501.359863
	Iteration 17Q: 3 clusters Score -928245.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -928257.125000 Penalty: 4501.359863
	Iteration 18Q: 3 clusters Score -928257.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -928261.750000 Penalty: 4501.359863
	Iteration 19Q: 3 clusters Score -928261.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -928266.812500 Penalty: 4501.359863
	Iteration 20F: 3 clusters Score -928266.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -928273.375000 Penalty: 4501.359863
	Iteration 21Q: 3 clusters Score -928273.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -928279.312500 Penalty: 4501.359863
	Iteration 22Q: 3 clusters Score -928279.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -928282.312500 Penalty: 4501.359863
	Iteration 23Q: 3 clusters Score -928282.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -928286.562500 Penalty: 4501.359863
	Iteration 24Q: 3 clusters Score -928286.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -928288.125000 Penalty: 4501.359863
	Iteration 25Q: 3 clusters Score -928288.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -928289.125000 Penalty: 4501.359863
	Iteration 26Q: 3 clusters Score -928289.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -928289.625000 Penalty: 4501.359863
	Iteration 27Q: 3 clusters Score -928289.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -928290.500000 Penalty: 4501.359863
	Iteration 28Q: 3 clusters Score -928290.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -928290.500000 Penalty: 4501.359863
	Iteration 29F: 3 clusters Score -928290.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (16088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Entering Unmasked Estep 
Score: -1735462.000000 Penalty: 2402.085693
	Iteration 0F: 2 clusters Score -1735462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1723845.000000 Penalty: 4804.171387
	Iteration 0F: 3 clusters Score -1723845 nChanged 6994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1727671.250000 Penalty: 4804.171387
	Iteration 1F: 3 clusters Score -1727671 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1728206.125000 Penalty: 4804.171387
	Iteration 2F: 3 clusters Score -1728206 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1728777.750000 Penalty: 4804.171387
	Iteration 3F: 3 clusters Score -1728778 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1729434.500000 Penalty: 4804.171387
	Iteration 4F: 3 clusters Score -1729434 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1730141.000000 Penalty: 4804.171387
	Iteration 5F: 3 clusters Score -1730141 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1730935.875000 Penalty: 4804.171387
	Iteration 6F: 3 clusters Score -1730936 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1731770.500000 Penalty: 4804.171387
	Iteration 7F: 3 clusters Score -1731770 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1732491.750000 Penalty: 4804.171387
	Iteration 8F: 3 clusters Score -1732492 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1732976.750000 Penalty: 4804.171387
	Iteration 9Q: 3 clusters Score -1732977 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1733341.500000 Penalty: 4804.171387
	Iteration 10Q: 3 clusters Score -1733342 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1733569.125000 Penalty: 4804.171387
	Iteration 11Q: 3 clusters Score -1733569 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1733723.375000 Penalty: 4804.171387
	Iteration 12Q: 3 clusters Score -1733723 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1733817.250000 Penalty: 4804.171387
	Iteration 13Q: 3 clusters Score -1733817 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1733895.250000 Penalty: 4804.171387
	Iteration 14Q: 3 clusters Score -1733895 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1733954.250000 Penalty: 4804.171387
	Iteration 15Q: 3 clusters Score -1733954 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1734000.500000 Penalty: 4804.171387
	Iteration 16Q: 3 clusters Score -1734000 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1734052.000000 Penalty: 4804.171387
	Iteration 17Q: 3 clusters Score -1734052 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1734096.750000 Penalty: 4804.171387
	Iteration 18Q: 3 clusters Score -1734097 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1734132.250000 Penalty: 4804.171387
	Iteration 19Q: 3 clusters Score -1734132 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1734185.625000 Penalty: 4804.171387
	Iteration 20F: 3 clusters Score -1734186 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1734227.750000 Penalty: 4804.171387
	Iteration 21Q: 3 clusters Score -1734228 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1734263.250000 Penalty: 4804.171387
	Iteration 22Q: 3 clusters Score -1734263 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1734298.625000 Penalty: 4804.171387
	Iteration 23Q: 3 clusters Score -1734299 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1734314.250000 Penalty: 4804.171387
	Iteration 24Q: 3 clusters Score -1734314 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1734339.625000 Penalty: 4804.171387
	Iteration 25Q: 3 clusters Score -1734340 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1734366.375000 Penalty: 4804.171387
	Iteration 26Q: 3 clusters Score -1734366 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1734386.125000 Penalty: 4804.171387
	Iteration 27Q: 3 clusters Score -1734386 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1734409.500000 Penalty: 4804.171387
	Iteration 28Q: 3 clusters Score -1734410 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1734437.125000 Penalty: 4804.171387
	Iteration 29Q: 3 clusters Score -1734437 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1734457.250000 Penalty: 4804.171387
	Iteration 30Q: 3 clusters Score -1734457 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1734486.250000 Penalty: 4804.171387
	Iteration 31Q: 3 clusters Score -1734486 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1734504.375000 Penalty: 4804.171387
	Iteration 32Q: 3 clusters Score -1734504 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1734528.250000 Penalty: 4804.171387
	Iteration 33Q: 3 clusters Score -1734528 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1734549.750000 Penalty: 4804.171387
	Iteration 34Q: 3 clusters Score -1734550 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1734565.375000 Penalty: 4804.171387
	Iteration 35Q: 3 clusters Score -1734565 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1734576.250000 Penalty: 4804.171387
	Iteration 36Q: 3 clusters Score -1734576 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1734581.500000 Penalty: 4804.171387
	Iteration 37Q: 3 clusters Score -1734582 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1734590.000000 Penalty: 4804.171387
	Iteration 38Q: 3 clusters Score -1734590 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1734593.500000 Penalty: 4804.171387
	Iteration 39Q: 3 clusters Score -1734594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1734601.500000 Penalty: 4804.171387
	Iteration 40F: 3 clusters Score -1734602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1734603.750000 Penalty: 4804.171387
	Iteration 41Q: 3 clusters Score -1734604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1734608.625000 Penalty: 4804.171387
	Iteration 42Q: 3 clusters Score -1734609 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1734612.000000 Penalty: 4804.171387
	Iteration 43Q: 3 clusters Score -1734612 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1734616.250000 Penalty: 4804.171387
	Iteration 44Q: 3 clusters Score -1734616 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1734626.125000 Penalty: 4804.171387
	Iteration 45Q: 3 clusters Score -1734626 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1734642.375000 Penalty: 4804.171387
	Iteration 46Q: 3 clusters Score -1734642 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1734644.875000 Penalty: 4804.171387
	Iteration 47Q: 3 clusters Score -1734645 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1734650.250000 Penalty: 4804.171387
	Iteration 48Q: 3 clusters Score -1734650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1734663.125000 Penalty: 4804.171387
	Iteration 49Q: 3 clusters Score -1734663 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1734668.000000 Penalty: 4804.171387
	Iteration 50Q: 3 clusters Score -1734668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1734671.625000 Penalty: 4804.171387
	Iteration 51Q: 3 clusters Score -1734672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1734680.000000 Penalty: 4804.171387
	Iteration 52Q: 3 clusters Score -1734680 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1734683.250000 Penalty: 4804.171387
	Iteration 53Q: 3 clusters Score -1734683 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1734692.000000 Penalty: 4804.171387
	Iteration 54Q: 3 clusters Score -1734692 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1734699.625000 Penalty: 4804.171387
	Iteration 55Q: 3 clusters Score -1734700 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1734709.250000 Penalty: 4804.171387
	Iteration 56Q: 3 clusters Score -1734709 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1734717.750000 Penalty: 4804.171387
	Iteration 57Q: 3 clusters Score -1734718 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1734720.250000 Penalty: 4804.171387
	Iteration 58Q: 3 clusters Score -1734720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1734724.625000 Penalty: 4804.171387
	Iteration 59Q: 3 clusters Score -1734725 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1734730.875000 Penalty: 4804.171387
	Iteration 60F: 3 clusters Score -1734731 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1734730.125000 Penalty: 4804.171387
	Iteration 61Q: 3 clusters Score -1734730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1734738.750000 Penalty: 4804.171387
	Iteration 62Q: 3 clusters Score -1734739 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1734743.250000 Penalty: 4804.171387
	Iteration 63Q: 3 clusters Score -1734743 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1734753.375000 Penalty: 4804.171387
	Iteration 64Q: 3 clusters Score -1734753 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1734764.750000 Penalty: 4804.171387
	Iteration 65Q: 3 clusters Score -1734765 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1734771.375000 Penalty: 4804.171387
	Iteration 66Q: 3 clusters Score -1734771 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1734778.375000 Penalty: 4804.171387
	Iteration 67Q: 3 clusters Score -1734778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1734782.750000 Penalty: 4804.171387
	Iteration 68Q: 3 clusters Score -1734783 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1734787.500000 Penalty: 4804.171387
	Iteration 69Q: 3 clusters Score -1734788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1734790.625000 Penalty: 4804.171387
	Iteration 70Q: 3 clusters Score -1734791 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1734795.875000 Penalty: 4804.171387
	Iteration 71Q: 3 clusters Score -1734796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1734805.375000 Penalty: 4804.171387
	Iteration 72Q: 3 clusters Score -1734805 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1734812.000000 Penalty: 4804.171387
	Iteration 73Q: 3 clusters Score -1734812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1734813.125000 Penalty: 4804.171387
	Iteration 74Q: 3 clusters Score -1734813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1734815.125000 Penalty: 4804.171387
	Iteration 75Q: 3 clusters Score -1734815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1734819.125000 Penalty: 4804.171387
	Iteration 76Q: 3 clusters Score -1734819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1734821.875000 Penalty: 4804.171387
	Iteration 77Q: 3 clusters Score -1734822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1734826.000000 Penalty: 4804.171387
	Iteration 78Q: 3 clusters Score -1734826 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1734835.875000 Penalty: 4804.171387
	Iteration 79Q: 3 clusters Score -1734836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1734841.250000 Penalty: 4804.171387
	Iteration 80F: 3 clusters Score -1734841 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1734849.000000 Penalty: 4804.171387
	Iteration 81Q: 3 clusters Score -1734849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1734850.000000 Penalty: 4804.171387
	Iteration 82Q: 3 clusters Score -1734850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1734853.625000 Penalty: 4804.171387
	Iteration 83Q: 3 clusters Score -1734854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1734859.875000 Penalty: 4804.171387
	Iteration 84Q: 3 clusters Score -1734860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1734861.125000 Penalty: 4804.171387
	Iteration 85Q: 3 clusters Score -1734861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1734860.625000 Penalty: 4804.171387
	Iteration 86Q: 3 clusters Score -1734861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1734863.375000 Penalty: 4804.171387
	Iteration 87Q: 3 clusters Score -1734863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1734863.750000 Penalty: 4804.171387
	Iteration 88Q: 3 clusters Score -1734864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1734864.500000 Penalty: 4804.171387
	Iteration 89Q: 3 clusters Score -1734864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1734865.000000 Penalty: 4804.171387
	Iteration 90Q: 3 clusters Score -1734865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1734865.000000 Penalty: 4804.171387
	Iteration 91F: 3 clusters Score -1734865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (29980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Entering Unmasked Estep 
Score: -3239072.250000 Penalty: 2556.454834
	Iteration 0F: 2 clusters Score -3239072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -3218403.000000 Penalty: 5112.909668
	Iteration 0F: 3 clusters Score -3218403 nChanged 13503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -3225910.250000 Penalty: 5112.909668
	Iteration 1F: 3 clusters Score -3225910 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -3226597.250000 Penalty: 5112.909668
	Iteration 2F: 3 clusters Score -3226597 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -3227399.250000 Penalty: 5112.909668
	Iteration 3F: 3 clusters Score -3227399 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -3228433.000000 Penalty: 5112.909668
	Iteration 4F: 3 clusters Score -3228433 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -3229912.250000 Penalty: 5112.909668
	Iteration 5F: 3 clusters Score -3229912 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -3231830.250000 Penalty: 5112.909668
	Iteration 6F: 3 clusters Score -3231830 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -3234059.250000 Penalty: 5112.909668
	Iteration 7F: 3 clusters Score -3234059 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -3236080.500000 Penalty: 5112.909668
	Iteration 8F: 3 clusters Score -3236080 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -3237526.000000 Penalty: 5112.909668
	Iteration 9F: 3 clusters Score -3237526 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -3238232.500000 Penalty: 5112.909668
	Iteration 10Q: 3 clusters Score -3238232 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -3238432.500000 Penalty: 5112.909668
	Iteration 11Q: 3 clusters Score -3238432 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -3238529.000000 Penalty: 5112.909668
	Iteration 12Q: 3 clusters Score -3238529 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -3238571.000000 Penalty: 5112.909668
	Iteration 13Q: 3 clusters Score -3238571 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -3238613.250000 Penalty: 5112.909668
	Iteration 14Q: 3 clusters Score -3238613 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -3238623.750000 Penalty: 5112.909668
	Iteration 15Q: 3 clusters Score -3238624 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -3238639.000000 Penalty: 5112.909668
	Iteration 16Q: 3 clusters Score -3238639 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -3238655.250000 Penalty: 5112.909668
	Iteration 17Q: 3 clusters Score -3238655 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -3238677.500000 Penalty: 5112.909668
	Iteration 18Q: 3 clusters Score -3238678 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -3238688.750000 Penalty: 5112.909668
	Iteration 19Q: 3 clusters Score -3238689 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -3238705.250000 Penalty: 5112.909668
	Iteration 20F: 3 clusters Score -3238705 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -3238720.750000 Penalty: 5112.909668
	Iteration 21Q: 3 clusters Score -3238721 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -3238735.250000 Penalty: 5112.909668
	Iteration 22Q: 3 clusters Score -3238735 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -3238755.500000 Penalty: 5112.909668
	Iteration 23Q: 3 clusters Score -3238756 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -3238758.250000 Penalty: 5112.909668
	Iteration 24Q: 3 clusters Score -3238758 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -3238757.000000 Penalty: 5112.909668
	Iteration 25Q: 3 clusters Score -3238757 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -3238776.750000 Penalty: 5112.909668
	Iteration 26Q: 3 clusters Score -3238777 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -3238771.750000 Penalty: 5112.909668
	Iteration 27Q: 3 clusters Score -3238772 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -3238773.750000 Penalty: 5112.909668
	Iteration 28Q: 3 clusters Score -3238774 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -3238781.000000 Penalty: 5112.909668
	Iteration 29Q: 3 clusters Score -3238781 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -3238780.500000 Penalty: 5112.909668
	Iteration 30Q: 3 clusters Score -3238780 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -3238784.500000 Penalty: 5112.909668
	Iteration 31Q: 3 clusters Score -3238784 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -3238785.250000 Penalty: 5112.909668
	Iteration 32Q: 3 clusters Score -3238785 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -3238791.000000 Penalty: 5112.909668
	Iteration 33Q: 3 clusters Score -3238791 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -3238793.000000 Penalty: 5112.909668
	Iteration 34Q: 3 clusters Score -3238793 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -3238795.500000 Penalty: 5112.909668
	Iteration 35Q: 3 clusters Score -3238796 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -3238801.000000 Penalty: 5112.909668
	Iteration 36Q: 3 clusters Score -3238801 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -3238794.750000 Penalty: 5112.909668
	Iteration 37Q: 3 clusters Score -3238795 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -3238810.250000 Penalty: 5112.909668
	Iteration 38Q: 3 clusters Score -3238810 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -3238807.500000 Penalty: 5112.909668
	Iteration 39Q: 3 clusters Score -3238808 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -3238808.250000 Penalty: 5112.909668
	Iteration 40F: 3 clusters Score -3238808 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -3238827.250000 Penalty: 5112.909668
	Iteration 41Q: 3 clusters Score -3238827 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -3238826.250000 Penalty: 5112.909668
	Iteration 42Q: 3 clusters Score -3238826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -3238827.250000 Penalty: 5112.909668
	Iteration 43Q: 3 clusters Score -3238827 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -3238829.500000 Penalty: 5112.909668
	Iteration 44Q: 3 clusters Score -3238830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -3238828.500000 Penalty: 5112.909668
	Iteration 45Q: 3 clusters Score -3238828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -3238836.500000 Penalty: 5112.909668
	Iteration 46Q: 3 clusters Score -3238836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -3238837.750000 Penalty: 5112.909668
	Iteration 47Q: 3 clusters Score -3238838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -3238838.500000 Penalty: 5112.909668
	Iteration 48Q: 3 clusters Score -3238838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -3238837.750000 Penalty: 5112.909668
	Iteration 49Q: 3 clusters Score -3238838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -3238838.000000 Penalty: 5112.909668
	Iteration 50Q: 3 clusters Score -3238838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -3238838.500000 Penalty: 5112.909668
	Iteration 51Q: 3 clusters Score -3238838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -3238837.000000 Penalty: 5112.909668
	Iteration 52Q: 3 clusters Score -3238837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -3238839.000000 Penalty: 5112.909668
	Iteration 53Q: 3 clusters Score -3238839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -3238834.250000 Penalty: 5112.909668
	Iteration 54Q: 3 clusters Score -3238834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -3238843.000000 Penalty: 5112.909668
	Iteration 55Q: 3 clusters Score -3238843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -3238841.750000 Penalty: 5112.909668
	Iteration 56Q: 3 clusters Score -3238842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -3238842.750000 Penalty: 5112.909668
	Iteration 57Q: 3 clusters Score -3238843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -3238838.750000 Penalty: 5112.909668
	Iteration 58Q: 3 clusters Score -3238839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -3238841.500000 Penalty: 5112.909668
	Iteration 59Q: 3 clusters Score -3238842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -3238838.000000 Penalty: 5112.909668
	Iteration 60F: 3 clusters Score -3238838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -3238838.750000 Penalty: 5112.909668
	Iteration 61Q: 3 clusters Score -3238839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -3238836.500000 Penalty: 5112.909668
	Iteration 62Q: 3 clusters Score -3238836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -3238835.500000 Penalty: 5112.909668
	Iteration 63Q: 3 clusters Score -3238836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -3238844.250000 Penalty: 5112.909668
	Iteration 64Q: 3 clusters Score -3238844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -3238843.750000 Penalty: 5112.909668
	Iteration 65Q: 3 clusters Score -3238844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -3238843.250000 Penalty: 5112.909668
	Iteration 66Q: 3 clusters Score -3238843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -3238842.000000 Penalty: 5112.909668
	Iteration 67Q: 3 clusters Score -3238842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -3238845.250000 Penalty: 5112.909668
	Iteration 68Q: 3 clusters Score -3238845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -3238847.250000 Penalty: 5112.909668
	Iteration 69Q: 3 clusters Score -3238847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -3238847.250000 Penalty: 5112.909668
	Iteration 70F: 3 clusters Score -3238847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (12023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Entering Unmasked Estep 
Score: -1109645.750000 Penalty: 2329.854980
	Iteration 0F: 2 clusters Score -1109646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1100681.625000 Penalty: 4659.709961
	Iteration 0F: 3 clusters Score -1100682 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1103486.375000 Penalty: 4659.709961
	Iteration 1F: 3 clusters Score -1103486 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1103924.750000 Penalty: 4659.709961
	Iteration 2F: 3 clusters Score -1103925 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1104302.375000 Penalty: 4659.709961
	Iteration 3F: 3 clusters Score -1104302 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1104714.125000 Penalty: 4659.709961
	Iteration 4F: 3 clusters Score -1104714 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1105117.000000 Penalty: 4659.709961
	Iteration 5Q: 3 clusters Score -1105117 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1105513.500000 Penalty: 4659.709961
	Iteration 6F: 3 clusters Score -1105514 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1105943.625000 Penalty: 4659.709961
	Iteration 7F: 3 clusters Score -1105944 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1106318.125000 Penalty: 4659.709961
	Iteration 8Q: 3 clusters Score -1106318 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1106583.125000 Penalty: 4659.709961
	Iteration 9Q: 3 clusters Score -1106583 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1106795.500000 Penalty: 4659.709961
	Iteration 10Q: 3 clusters Score -1106796 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1106964.125000 Penalty: 4659.709961
	Iteration 11Q: 3 clusters Score -1106964 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1107090.375000 Penalty: 4659.709961
	Iteration 12Q: 3 clusters Score -1107090 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1107198.000000 Penalty: 4659.709961
	Iteration 13Q: 3 clusters Score -1107198 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1107286.500000 Penalty: 4659.709961
	Iteration 14Q: 3 clusters Score -1107286 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1107365.250000 Penalty: 4659.709961
	Iteration 15Q: 3 clusters Score -1107365 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1107440.750000 Penalty: 4659.709961
	Iteration 16Q: 3 clusters Score -1107441 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1107508.250000 Penalty: 4659.709961
	Iteration 17Q: 3 clusters Score -1107508 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1107570.750000 Penalty: 4659.709961
	Iteration 18Q: 3 clusters Score -1107571 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1107624.000000 Penalty: 4659.709961
	Iteration 19Q: 3 clusters Score -1107624 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1107679.250000 Penalty: 4659.709961
	Iteration 20F: 3 clusters Score -1107679 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1107753.125000 Penalty: 4659.709961
	Iteration 21Q: 3 clusters Score -1107753 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1107823.125000 Penalty: 4659.709961
	Iteration 22Q: 3 clusters Score -1107823 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1107874.500000 Penalty: 4659.709961
	Iteration 23Q: 3 clusters Score -1107874 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1107916.000000 Penalty: 4659.709961
	Iteration 24Q: 3 clusters Score -1107916 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1107945.000000 Penalty: 4659.709961
	Iteration 25Q: 3 clusters Score -1107945 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1107970.750000 Penalty: 4659.709961
	Iteration 26Q: 3 clusters Score -1107971 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1107992.500000 Penalty: 4659.709961
	Iteration 27Q: 3 clusters Score -1107992 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1108007.875000 Penalty: 4659.709961
	Iteration 28Q: 3 clusters Score -1108008 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1108020.750000 Penalty: 4659.709961
	Iteration 29Q: 3 clusters Score -1108021 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1108038.375000 Penalty: 4659.709961
	Iteration 30Q: 3 clusters Score -1108038 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1108046.000000 Penalty: 4659.709961
	Iteration 31Q: 3 clusters Score -1108046 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1108055.875000 Penalty: 4659.709961
	Iteration 32Q: 3 clusters Score -1108056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1108058.500000 Penalty: 4659.709961
	Iteration 33Q: 3 clusters Score -1108058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1108061.375000 Penalty: 4659.709961
	Iteration 34Q: 3 clusters Score -1108061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1108059.750000 Penalty: 4659.709961
	Iteration 35Q: 3 clusters Score -1108060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1108061.250000 Penalty: 4659.709961
	Iteration 36Q: 3 clusters Score -1108061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1108063.125000 Penalty: 4659.709961
	Iteration 37Q: 3 clusters Score -1108063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1108064.250000 Penalty: 4659.709961
	Iteration 38Q: 3 clusters Score -1108064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1108066.000000 Penalty: 4659.709961
	Iteration 39Q: 3 clusters Score -1108066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1108065.000000 Penalty: 4659.709961
	Iteration 40F: 3 clusters Score -1108065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (3509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Entering Unmasked Estep 
Score: -302977.031250 Penalty: 2024.445312
	Iteration 0F: 2 clusters Score -302977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -299391.281250 Penalty: 4048.890625
	Iteration 0F: 3 clusters Score -299391.3 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -300399.656250 Penalty: 4048.890625
	Iteration 1F: 3 clusters Score -300399.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -300818.968750 Penalty: 4048.890625
	Iteration 2F: 3 clusters Score -300819 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -301213.062500 Penalty: 4048.890625
	Iteration 3F: 3 clusters Score -301213.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -301577.187500 Penalty: 4048.890625
	Iteration 4F: 3 clusters Score -301577.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -301894.687500 Penalty: 4048.890625
	Iteration 5F: 3 clusters Score -301894.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -302092.062500 Penalty: 4048.890625
	Iteration 6F: 3 clusters Score -302092.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -302202.343750 Penalty: 4048.890625
	Iteration 7Q: 3 clusters Score -302202.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -302307.125000 Penalty: 4048.890625
	Iteration 8Q: 3 clusters Score -302307.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -302367.406250 Penalty: 4048.890625
	Iteration 9Q: 3 clusters Score -302367.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -302408.031250 Penalty: 4048.890625
	Iteration 10Q: 3 clusters Score -302408 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -302437.125000 Penalty: 4048.890625
	Iteration 11Q: 3 clusters Score -302437.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -302458.312500 Penalty: 4048.890625
	Iteration 12Q: 3 clusters Score -302458.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -302472.843750 Penalty: 4048.890625
	Iteration 13Q: 3 clusters Score -302472.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -302482.625000 Penalty: 4048.890625
	Iteration 14Q: 3 clusters Score -302482.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -302487.875000 Penalty: 4048.890625
	Iteration 15Q: 3 clusters Score -302487.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -302493.312500 Penalty: 4048.890625
	Iteration 16Q: 3 clusters Score -302493.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -302497.031250 Penalty: 4048.890625
	Iteration 17Q: 3 clusters Score -302497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -302500.375000 Penalty: 4048.890625
	Iteration 18Q: 3 clusters Score -302500.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -302504.906250 Penalty: 4048.890625
	Iteration 19Q: 3 clusters Score -302504.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -302509.187500 Penalty: 4048.890625
	Iteration 20F: 3 clusters Score -302509.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -302513.281250 Penalty: 4048.890625
	Iteration 21Q: 3 clusters Score -302513.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -302519.312500 Penalty: 4048.890625
	Iteration 22Q: 3 clusters Score -302519.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -302523.312500 Penalty: 4048.890625
	Iteration 23Q: 3 clusters Score -302523.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -302526.687500 Penalty: 4048.890625
	Iteration 24Q: 3 clusters Score -302526.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -302531.531250 Penalty: 4048.890625
	Iteration 25Q: 3 clusters Score -302531.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -302533.562500 Penalty: 4048.890625
	Iteration 26Q: 3 clusters Score -302533.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -302536.500000 Penalty: 4048.890625
	Iteration 27Q: 3 clusters Score -302536.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -302537.843750 Penalty: 4048.890625
	Iteration 28Q: 3 clusters Score -302537.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -302537.843750 Penalty: 4048.890625
	Iteration 29Q: 3 clusters Score -302537.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -302537.843750 Penalty: 4048.890625
	Iteration 30F: 3 clusters Score -302537.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Entering Unmasked Estep 
Score: -219776.921875 Penalty: 1892.354370
	Iteration 0F: 2 clusters Score -219776.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -217119.828125 Penalty: 3784.708740
	Iteration 0F: 3 clusters Score -217119.8 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -217572.843750 Penalty: 3784.708740
	Iteration 1F: 3 clusters Score -217572.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -217681.078125 Penalty: 3784.708740
	Iteration 2F: 3 clusters Score -217681.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -217743.281250 Penalty: 3784.708740
	Iteration 3Q: 3 clusters Score -217743.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -217776.250000 Penalty: 3784.708740
	Iteration 4Q: 3 clusters Score -217776.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -217799.703125 Penalty: 3784.708740
	Iteration 5Q: 3 clusters Score -217799.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -217820.578125 Penalty: 3784.708740
	Iteration 6Q: 3 clusters Score -217820.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -217832.109375 Penalty: 3784.708740
	Iteration 7Q: 3 clusters Score -217832.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -217839.890625 Penalty: 3784.708740
	Iteration 8Q: 3 clusters Score -217839.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -217844.625000 Penalty: 3784.708740
	Iteration 9Q: 3 clusters Score -217844.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -217849.531250 Penalty: 3784.708740
	Iteration 10Q: 3 clusters Score -217849.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -217852.781250 Penalty: 3784.708740
	Iteration 11Q: 3 clusters Score -217852.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -217855.046875 Penalty: 3784.708740
	Iteration 12Q: 3 clusters Score -217855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -217859.312500 Penalty: 3784.708740
	Iteration 13Q: 3 clusters Score -217859.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -217868.312500 Penalty: 3784.708740
	Iteration 14Q: 3 clusters Score -217868.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -217877.125000 Penalty: 3784.708740
	Iteration 15Q: 3 clusters Score -217877.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -217890.921875 Penalty: 3784.708740
	Iteration 16Q: 3 clusters Score -217890.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -217900.828125 Penalty: 3784.708740
	Iteration 17Q: 3 clusters Score -217900.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -217911.156250 Penalty: 3784.708740
	Iteration 18Q: 3 clusters Score -217911.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -217923.328125 Penalty: 3784.708740
	Iteration 19Q: 3 clusters Score -217923.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -217935.953125 Penalty: 3784.708740
	Iteration 20F: 3 clusters Score -217936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -217945.343750 Penalty: 3784.708740
	Iteration 21Q: 3 clusters Score -217945.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -217950.562500 Penalty: 3784.708740
	Iteration 22Q: 3 clusters Score -217950.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -217954.937500 Penalty: 3784.708740
	Iteration 23Q: 3 clusters Score -217954.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -217957.343750 Penalty: 3784.708740
	Iteration 24Q: 3 clusters Score -217957.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -217959.796875 Penalty: 3784.708740
	Iteration 25Q: 3 clusters Score -217959.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -217964.031250 Penalty: 3784.708740
	Iteration 26Q: 3 clusters Score -217964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -217964.890625 Penalty: 3784.708740
	Iteration 27Q: 3 clusters Score -217964.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -217964.890625 Penalty: 3784.708740
	Iteration 28F: 3 clusters Score -217964.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Entering Unmasked Estep 
Score: -172898.000000 Penalty: 1835.959106
	Iteration 0F: 2 clusters Score -172898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -170522.812500 Penalty: 3671.918213
	Iteration 0F: 3 clusters Score -170522.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -170923.828125 Penalty: 3671.918213
	Iteration 1F: 3 clusters Score -170923.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -171037.687500 Penalty: 3671.918213
	Iteration 2F: 3 clusters Score -171037.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -171111.984375 Penalty: 3671.918213
	Iteration 3Q: 3 clusters Score -171112 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -171170.468750 Penalty: 3671.918213
	Iteration 4Q: 3 clusters Score -171170.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -171224.437500 Penalty: 3671.918213
	Iteration 5Q: 3 clusters Score -171224.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -171280.718750 Penalty: 3671.918213
	Iteration 6Q: 3 clusters Score -171280.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -171317.515625 Penalty: 3671.918213
	Iteration 7Q: 3 clusters Score -171317.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -171350.328125 Penalty: 3671.918213
	Iteration 8Q: 3 clusters Score -171350.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -171380.609375 Penalty: 3671.918213
	Iteration 9Q: 3 clusters Score -171380.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -171397.750000 Penalty: 3671.918213
	Iteration 10Q: 3 clusters Score -171397.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -171413.078125 Penalty: 3671.918213
	Iteration 11Q: 3 clusters Score -171413.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -171437.218750 Penalty: 3671.918213
	Iteration 12Q: 3 clusters Score -171437.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -171469.828125 Penalty: 3671.918213
	Iteration 13Q: 3 clusters Score -171469.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -171508.781250 Penalty: 3671.918213
	Iteration 14Q: 3 clusters Score -171508.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -171558.593750 Penalty: 3671.918213
	Iteration 15Q: 3 clusters Score -171558.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -171624.734375 Penalty: 3671.918213
	Iteration 16Q: 3 clusters Score -171624.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -171685.515625 Penalty: 3671.918213
	Iteration 17Q: 3 clusters Score -171685.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -171758.093750 Penalty: 3671.918213
	Iteration 18Q: 3 clusters Score -171758.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -171818.796875 Penalty: 3671.918213
	Iteration 19Q: 3 clusters Score -171818.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -171851.234375 Penalty: 3671.918213
	Iteration 20F: 3 clusters Score -171851.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -171874.765625 Penalty: 3671.918213
	Iteration 21Q: 3 clusters Score -171874.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -171888.656250 Penalty: 3671.918213
	Iteration 22Q: 3 clusters Score -171888.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -171902.875000 Penalty: 3671.918213
	Iteration 23Q: 3 clusters Score -171902.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -171920.765625 Penalty: 3671.918213
	Iteration 24Q: 3 clusters Score -171920.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -171922.437500 Penalty: 3671.918213
	Iteration 25Q: 3 clusters Score -171922.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -171922.437500 Penalty: 3671.918213
	Iteration 26F: 3 clusters Score -171922.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (1095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Entering Unmasked Estep 
Score: -111039.296875 Penalty: 1735.630371
	Iteration 0F: 2 clusters Score -111039.3 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 537 members 
Entering Unmasked Estep 
Score: -109089.359375 Penalty: 3471.260742
	Iteration 0F: 3 clusters Score -109089.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -109423.812500 Penalty: 3471.260742
	Iteration 1F: 3 clusters Score -109423.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -109579.679688 Penalty: 3471.260742
	Iteration 2F: 3 clusters Score -109579.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -109695.046875 Penalty: 3471.260742
	Iteration 3F: 3 clusters Score -109695 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -109782.687500 Penalty: 3471.260742
	Iteration 4Q: 3 clusters Score -109782.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -109871.757812 Penalty: 3471.260742
	Iteration 5Q: 3 clusters Score -109871.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -109957.226562 Penalty: 3471.260742
	Iteration 6Q: 3 clusters Score -109957.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -110018.859375 Penalty: 3471.260742
	Iteration 7Q: 3 clusters Score -110018.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -110059.289062 Penalty: 3471.260742
	Iteration 8Q: 3 clusters Score -110059.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -110097.781250 Penalty: 3471.260742
	Iteration 9Q: 3 clusters Score -110097.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -110141.632812 Penalty: 3471.260742
	Iteration 10Q: 3 clusters Score -110141.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -110208.859375 Penalty: 3471.260742
	Iteration 11Q: 3 clusters Score -110208.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -110261.789062 Penalty: 3471.260742
	Iteration 12Q: 3 clusters Score -110261.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -110317.070312 Penalty: 3471.260742
	Iteration 13Q: 3 clusters Score -110317.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -110348.304688 Penalty: 3471.260742
	Iteration 14Q: 3 clusters Score -110348.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -110368.367188 Penalty: 3471.260742
	Iteration 15Q: 3 clusters Score -110368.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -110390.554688 Penalty: 3471.260742
	Iteration 16Q: 3 clusters Score -110390.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -110407.242188 Penalty: 3471.260742
	Iteration 17Q: 3 clusters Score -110407.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -110421.562500 Penalty: 3471.260742
	Iteration 18Q: 3 clusters Score -110421.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -110433.664062 Penalty: 3471.260742
	Iteration 19Q: 3 clusters Score -110433.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -110438.015625 Penalty: 3471.260742
	Iteration 20F: 3 clusters Score -110438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -110445.453125 Penalty: 3471.260742
	Iteration 21Q: 3 clusters Score -110445.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -110468.179688 Penalty: 3471.260742
	Iteration 22Q: 3 clusters Score -110468.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -110481.093750 Penalty: 3471.260742
	Iteration 23Q: 3 clusters Score -110481.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -110485.046875 Penalty: 3471.260742
	Iteration 24Q: 3 clusters Score -110485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -110490.085938 Penalty: 3471.260742
	Iteration 25Q: 3 clusters Score -110490.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -110490.789062 Penalty: 3471.260742
	Iteration 26Q: 3 clusters Score -110490.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -110490.789062 Penalty: 3471.260742
	Iteration 27F: 3 clusters Score -110490.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22174 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101502 members 
Mstep: Class 5 contains 38713 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183364 members 
Mstep: Class 9 contains 15409 members 
Mstep: Class 10 contains 7208 members 
Mstep: Class 11 contains 17791 members 
Mstep: Class 12 contains 7038 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75134 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13419 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37659 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139864 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13191 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8130 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25423 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20444 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144679 members 
Mstep: Class 35 contains 26755 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28436 members 
Mstep: Class 38 contains 27259 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16088 members 
Mstep: Class 47 contains 29980 members 
Mstep: Class 48 contains 12023 members 
Mstep: Class 49 contains 3509 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176152.000000 Penalty: 179445.484375
Iteration 359Q: 53 clusters Score -1.151762e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22174 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101499 members 
Mstep: Class 5 contains 38717 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183355 members 
Mstep: Class 9 contains 15409 members 
Mstep: Class 10 contains 7208 members 
Mstep: Class 11 contains 17791 members 
Mstep: Class 12 contains 7038 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75133 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13419 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37661 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139881 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13191 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8130 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25423 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20443 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144671 members 
Mstep: Class 35 contains 26754 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28435 members 
Mstep: Class 38 contains 27260 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16087 members 
Mstep: Class 47 contains 29980 members 
Mstep: Class 48 contains 12024 members 
Mstep: Class 49 contains 3509 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176128.000000 Penalty: 179445.484375
Iteration 360F: 53 clusters Score -1.151761e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22173 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101498 members 
Mstep: Class 5 contains 38720 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 183355 members 
Mstep: Class 9 contains 15409 members 
Mstep: Class 10 contains 7208 members 
Mstep: Class 11 contains 17791 members 
Mstep: Class 12 contains 7038 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75133 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13419 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37661 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139884 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13191 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8130 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25423 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20443 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144668 members 
Mstep: Class 35 contains 26753 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28435 members 
Mstep: Class 38 contains 27260 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16087 members 
Mstep: Class 47 contains 29979 members 
Mstep: Class 48 contains 12025 members 
Mstep: Class 49 contains 3509 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176104.000000 Penalty: 179445.484375
Iteration 361Q: 53 clusters Score -1.151761e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22172 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101498 members 
Mstep: Class 5 contains 38721 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7605 members 
Mstep: Class 8 contains 183358 members 
Mstep: Class 9 contains 15409 members 
Mstep: Class 10 contains 7208 members 
Mstep: Class 11 contains 17791 members 
Mstep: Class 12 contains 7038 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75133 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13419 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37661 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139877 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13191 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8130 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25423 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20443 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144671 members 
Mstep: Class 35 contains 26754 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28435 members 
Mstep: Class 38 contains 27260 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16087 members 
Mstep: Class 47 contains 29978 members 
Mstep: Class 48 contains 12025 members 
Mstep: Class 49 contains 3509 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176064.000000 Penalty: 179445.484375
Iteration 362Q: 53 clusters Score -1.151761e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22173 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101498 members 
Mstep: Class 5 contains 38721 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7605 members 
Mstep: Class 8 contains 183360 members 
Mstep: Class 9 contains 15409 members 
Mstep: Class 10 contains 7208 members 
Mstep: Class 11 contains 17791 members 
Mstep: Class 12 contains 7038 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75133 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13419 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37661 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139871 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13191 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25423 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20443 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144675 members 
Mstep: Class 35 contains 26754 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28435 members 
Mstep: Class 38 contains 27260 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16086 members 
Mstep: Class 47 contains 29977 members 
Mstep: Class 48 contains 12025 members 
Mstep: Class 49 contains 3509 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176224.000000 Penalty: 179445.484375
Iteration 363Q: 53 clusters Score -1.151762e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22173 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101498 members 
Mstep: Class 5 contains 38721 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7605 members 
Mstep: Class 8 contains 183356 members 
Mstep: Class 9 contains 15409 members 
Mstep: Class 10 contains 7208 members 
Mstep: Class 11 contains 17791 members 
Mstep: Class 12 contains 7038 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75133 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13419 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37661 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139876 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13191 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8132 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25423 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20443 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144673 members 
Mstep: Class 35 contains 26754 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28435 members 
Mstep: Class 38 contains 27260 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16085 members 
Mstep: Class 47 contains 29977 members 
Mstep: Class 48 contains 12026 members 
Mstep: Class 49 contains 3509 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176208.000000 Penalty: 179445.484375
Iteration 364Q: 53 clusters Score -1.151762e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22174 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101498 members 
Mstep: Class 5 contains 38721 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7605 members 
Mstep: Class 8 contains 183351 members 
Mstep: Class 9 contains 15409 members 
Mstep: Class 10 contains 7208 members 
Mstep: Class 11 contains 17791 members 
Mstep: Class 12 contains 7038 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75133 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13419 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37662 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139874 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13191 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8132 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25423 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20443 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144678 members 
Mstep: Class 35 contains 26754 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28435 members 
Mstep: Class 38 contains 27260 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16085 members 
Mstep: Class 47 contains 29977 members 
Mstep: Class 48 contains 12026 members 
Mstep: Class 49 contains 3509 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176200.000000 Penalty: 179445.484375
Iteration 365Q: 53 clusters Score -1.151762e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22175 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101498 members 
Mstep: Class 5 contains 38721 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7605 members 
Mstep: Class 8 contains 183351 members 
Mstep: Class 9 contains 15409 members 
Mstep: Class 10 contains 7208 members 
Mstep: Class 11 contains 17791 members 
Mstep: Class 12 contains 7038 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75133 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13419 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37662 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139875 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13191 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8132 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25423 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20443 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144676 members 
Mstep: Class 35 contains 26754 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28435 members 
Mstep: Class 38 contains 27260 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16085 members 
Mstep: Class 47 contains 29977 members 
Mstep: Class 48 contains 12026 members 
Mstep: Class 49 contains 3509 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176168.000000 Penalty: 179445.484375
Iteration 366Q: 53 clusters Score -1.151762e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22175 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101498 members 
Mstep: Class 5 contains 38721 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7605 members 
Mstep: Class 8 contains 183354 members 
Mstep: Class 9 contains 15409 members 
Mstep: Class 10 contains 7208 members 
Mstep: Class 11 contains 17791 members 
Mstep: Class 12 contains 7038 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75133 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13419 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37663 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139872 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13191 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8132 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25423 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20443 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144675 members 
Mstep: Class 35 contains 26754 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28435 members 
Mstep: Class 38 contains 27260 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16084 members 
Mstep: Class 47 contains 29978 members 
Mstep: Class 48 contains 12026 members 
Mstep: Class 49 contains 3509 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176104.000000 Penalty: 179445.484375
Iteration 367Q: 53 clusters Score -1.151761e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22176 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101498 members 
Mstep: Class 5 contains 38721 members 
Mstep: Class 6 contains 13718 members 
Mstep: Class 7 contains 7605 members 
Mstep: Class 8 contains 183360 members 
Mstep: Class 9 contains 15410 members 
Mstep: Class 10 contains 7208 members 
Mstep: Class 11 contains 17792 members 
Mstep: Class 12 contains 7038 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75133 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13418 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37663 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139864 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13191 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8132 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25423 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20444 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144677 members 
Mstep: Class 35 contains 26754 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28434 members 
Mstep: Class 38 contains 27260 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16085 members 
Mstep: Class 47 contains 29977 members 
Mstep: Class 48 contains 12026 members 
Mstep: Class 49 contains 3509 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176152.000000 Penalty: 179445.484375
Iteration 368Q: 53 clusters Score -1.151762e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22176 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101498 members 
Mstep: Class 5 contains 38721 members 
Mstep: Class 6 contains 13718 members 
Mstep: Class 7 contains 7605 members 
Mstep: Class 8 contains 183360 members 
Mstep: Class 9 contains 15410 members 
Mstep: Class 10 contains 7208 members 
Mstep: Class 11 contains 17795 members 
Mstep: Class 12 contains 7038 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75132 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13418 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37663 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139876 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13191 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8132 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 25423 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20444 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144667 members 
Mstep: Class 35 contains 26754 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28434 members 
Mstep: Class 38 contains 27260 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16083 members 
Mstep: Class 47 contains 29975 members 
Mstep: Class 48 contains 12026 members 
Mstep: Class 49 contains 3509 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176304.000000 Penalty: 179445.484375
Iteration 369Q: 53 clusters Score -1.151763e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22177 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101498 members 
Mstep: Class 5 contains 38721 members 
Mstep: Class 6 contains 13718 members 
Mstep: Class 7 contains 7605 members 
Mstep: Class 8 contains 183355 members 
Mstep: Class 9 contains 15410 members 
Mstep: Class 10 contains 7208 members 
Mstep: Class 11 contains 17796 members 
Mstep: Class 12 contains 7038 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75131 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13418 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37663 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139885 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13191 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8132 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4258 members 
Mstep: Class 28 contains 25423 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20444 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144663 members 
Mstep: Class 35 contains 26754 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28434 members 
Mstep: Class 38 contains 27260 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16082 members 
Mstep: Class 47 contains 29974 members 
Mstep: Class 48 contains 12026 members 
Mstep: Class 49 contains 3509 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176224.000000 Penalty: 179445.484375
Iteration 370Q: 53 clusters Score -1.151762e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22177 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101498 members 
Mstep: Class 5 contains 38721 members 
Mstep: Class 6 contains 13718 members 
Mstep: Class 7 contains 7605 members 
Mstep: Class 8 contains 183356 members 
Mstep: Class 9 contains 15410 members 
Mstep: Class 10 contains 7208 members 
Mstep: Class 11 contains 17796 members 
Mstep: Class 12 contains 7038 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75131 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13418 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37663 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139883 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13191 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8132 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4258 members 
Mstep: Class 28 contains 25424 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20444 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144663 members 
Mstep: Class 35 contains 26754 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28434 members 
Mstep: Class 38 contains 27260 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16081 members 
Mstep: Class 47 contains 29975 members 
Mstep: Class 48 contains 12026 members 
Mstep: Class 49 contains 3509 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176224.000000 Penalty: 179445.484375
Iteration 371Q: 53 clusters Score -1.151762e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22176 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101498 members 
Mstep: Class 5 contains 38722 members 
Mstep: Class 6 contains 13718 members 
Mstep: Class 7 contains 7605 members 
Mstep: Class 8 contains 183357 members 
Mstep: Class 9 contains 15410 members 
Mstep: Class 10 contains 7208 members 
Mstep: Class 11 contains 17796 members 
Mstep: Class 12 contains 7038 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75131 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13418 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37663 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139881 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13191 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8132 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4258 members 
Mstep: Class 28 contains 25424 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20444 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144664 members 
Mstep: Class 35 contains 26754 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28434 members 
Mstep: Class 38 contains 27260 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16081 members 
Mstep: Class 47 contains 29975 members 
Mstep: Class 48 contains 12026 members 
Mstep: Class 49 contains 3509 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176128.000000 Penalty: 179445.484375
Iteration 372Q: 53 clusters Score -1.151761e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22174 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101497 members 
Mstep: Class 5 contains 38724 members 
Mstep: Class 6 contains 13718 members 
Mstep: Class 7 contains 7605 members 
Mstep: Class 8 contains 183358 members 
Mstep: Class 9 contains 15410 members 
Mstep: Class 10 contains 7208 members 
Mstep: Class 11 contains 17796 members 
Mstep: Class 12 contains 7038 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75131 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13418 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37663 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139880 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13191 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8132 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4258 members 
Mstep: Class 28 contains 25424 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20444 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144664 members 
Mstep: Class 35 contains 26755 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28434 members 
Mstep: Class 38 contains 27260 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16081 members 
Mstep: Class 47 contains 29975 members 
Mstep: Class 48 contains 12026 members 
Mstep: Class 49 contains 3509 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176104.000000 Penalty: 179445.484375
Iteration 373Q: 53 clusters Score -1.151761e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22173 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101497 members 
Mstep: Class 5 contains 38724 members 
Mstep: Class 6 contains 13718 members 
Mstep: Class 7 contains 7605 members 
Mstep: Class 8 contains 183358 members 
Mstep: Class 9 contains 15410 members 
Mstep: Class 10 contains 7208 members 
Mstep: Class 11 contains 17796 members 
Mstep: Class 12 contains 7039 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75131 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13418 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37663 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139880 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13191 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8132 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4258 members 
Mstep: Class 28 contains 25424 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20444 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144664 members 
Mstep: Class 35 contains 26755 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28434 members 
Mstep: Class 38 contains 27260 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16081 members 
Mstep: Class 47 contains 29975 members 
Mstep: Class 48 contains 12026 members 
Mstep: Class 49 contains 3509 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176136.000000 Penalty: 179445.484375
Iteration 374Q: 53 clusters Score -1.151761e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22172 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101497 members 
Mstep: Class 5 contains 38724 members 
Mstep: Class 6 contains 13718 members 
Mstep: Class 7 contains 7605 members 
Mstep: Class 8 contains 183358 members 
Mstep: Class 9 contains 15410 members 
Mstep: Class 10 contains 7208 members 
Mstep: Class 11 contains 17796 members 
Mstep: Class 12 contains 7039 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75131 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13418 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37663 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139880 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13191 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8132 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4258 members 
Mstep: Class 28 contains 25424 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20444 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144664 members 
Mstep: Class 35 contains 26756 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28434 members 
Mstep: Class 38 contains 27260 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16081 members 
Mstep: Class 47 contains 29975 members 
Mstep: Class 48 contains 12026 members 
Mstep: Class 49 contains 3509 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176144.000000 Penalty: 179445.484375
Iteration 375Q: 53 clusters Score -1.151761e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22172 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101497 members 
Mstep: Class 5 contains 38724 members 
Mstep: Class 6 contains 13717 members 
Mstep: Class 7 contains 7605 members 
Mstep: Class 8 contains 183358 members 
Mstep: Class 9 contains 15410 members 
Mstep: Class 10 contains 7208 members 
Mstep: Class 11 contains 17796 members 
Mstep: Class 12 contains 7039 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75131 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13418 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37664 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139880 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13191 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8132 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4258 members 
Mstep: Class 28 contains 25424 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20444 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144664 members 
Mstep: Class 35 contains 26756 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28434 members 
Mstep: Class 38 contains 27260 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16081 members 
Mstep: Class 47 contains 29975 members 
Mstep: Class 48 contains 12026 members 
Mstep: Class 49 contains 3509 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176112.000000 Penalty: 179445.484375
Iteration 376Q: 53 clusters Score -1.151761e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22172 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101497 members 
Mstep: Class 5 contains 38724 members 
Mstep: Class 6 contains 13716 members 
Mstep: Class 7 contains 7605 members 
Mstep: Class 8 contains 183357 members 
Mstep: Class 9 contains 15410 members 
Mstep: Class 10 contains 7208 members 
Mstep: Class 11 contains 17796 members 
Mstep: Class 12 contains 7039 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75131 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13418 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37664 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139880 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13191 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8132 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4258 members 
Mstep: Class 28 contains 25424 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20444 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144664 members 
Mstep: Class 35 contains 26758 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28434 members 
Mstep: Class 38 contains 27260 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16081 members 
Mstep: Class 47 contains 29975 members 
Mstep: Class 48 contains 12026 members 
Mstep: Class 49 contains 3509 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176160.000000 Penalty: 179445.484375
Iteration 377Q: 53 clusters Score -1.151762e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22172 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101497 members 
Mstep: Class 5 contains 38724 members 
Mstep: Class 6 contains 13716 members 
Mstep: Class 7 contains 7605 members 
Mstep: Class 8 contains 183357 members 
Mstep: Class 9 contains 15410 members 
Mstep: Class 10 contains 7208 members 
Mstep: Class 11 contains 17796 members 
Mstep: Class 12 contains 7039 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75131 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13418 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37664 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139880 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13191 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8132 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4258 members 
Mstep: Class 28 contains 25424 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20444 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144664 members 
Mstep: Class 35 contains 26758 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28434 members 
Mstep: Class 38 contains 27260 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16081 members 
Mstep: Class 47 contains 29975 members 
Mstep: Class 48 contains 12026 members 
Mstep: Class 49 contains 3509 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115176160.000000 Penalty: 179445.484375
Iteration 378F: 53 clusters Score -1.151762e+08 nChanged 0
Entering ConstructFrom: 
Score: -115176160.000000 Penalty: 179445.484375
Entering ConstructFrom: 
Trying to split cluster 1 (2761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Entering Unmasked Estep 
Score: -283962.468750 Penalty: 1964.990356
	Iteration 0F: 2 clusters Score -283962.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -280870.531250 Penalty: 3929.980713
	Iteration 0F: 3 clusters Score -280870.5 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -281450.312500 Penalty: 3929.980713
	Iteration 1F: 3 clusters Score -281450.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -281604.531250 Penalty: 3929.980713
	Iteration 2F: 3 clusters Score -281604.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -281700.000000 Penalty: 3929.980713
	Iteration 3Q: 3 clusters Score -281700 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -281778.250000 Penalty: 3929.980713
	Iteration 4Q: 3 clusters Score -281778.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -281844.625000 Penalty: 3929.980713
	Iteration 5Q: 3 clusters Score -281844.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -281930.218750 Penalty: 3929.980713
	Iteration 6Q: 3 clusters Score -281930.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -282034.750000 Penalty: 3929.980713
	Iteration 7Q: 3 clusters Score -282034.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -282146.375000 Penalty: 3929.980713
	Iteration 8Q: 3 clusters Score -282146.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -282277.000000 Penalty: 3929.980713
	Iteration 9Q: 3 clusters Score -282277 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -282399.312500 Penalty: 3929.980713
	Iteration 10Q: 3 clusters Score -282399.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -282515.656250 Penalty: 3929.980713
	Iteration 11Q: 3 clusters Score -282515.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -282621.250000 Penalty: 3929.980713
	Iteration 12Q: 3 clusters Score -282621.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -282712.156250 Penalty: 3929.980713
	Iteration 13Q: 3 clusters Score -282712.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -282759.812500 Penalty: 3929.980713
	Iteration 14Q: 3 clusters Score -282759.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -282801.750000 Penalty: 3929.980713
	Iteration 15Q: 3 clusters Score -282801.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -282826.875000 Penalty: 3929.980713
	Iteration 16Q: 3 clusters Score -282826.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -282843.656250 Penalty: 3929.980713
	Iteration 17Q: 3 clusters Score -282843.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -282865.656250 Penalty: 3929.980713
	Iteration 18Q: 3 clusters Score -282865.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -282885.156250 Penalty: 3929.980713
	Iteration 19Q: 3 clusters Score -282885.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -282899.281250 Penalty: 3929.980713
	Iteration 20F: 3 clusters Score -282899.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -282913.750000 Penalty: 3929.980713
	Iteration 21Q: 3 clusters Score -282913.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -282931.593750 Penalty: 3929.980713
	Iteration 22Q: 3 clusters Score -282931.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -282943.250000 Penalty: 3929.980713
	Iteration 23Q: 3 clusters Score -282943.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -282955.968750 Penalty: 3929.980713
	Iteration 24Q: 3 clusters Score -282956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -282964.718750 Penalty: 3929.980713
	Iteration 25Q: 3 clusters Score -282964.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -282968.656250 Penalty: 3929.980713
	Iteration 26Q: 3 clusters Score -282968.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -282970.187500 Penalty: 3929.980713
	Iteration 27Q: 3 clusters Score -282970.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -282973.750000 Penalty: 3929.980713
	Iteration 28Q: 3 clusters Score -282973.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -282975.718750 Penalty: 3929.980713
	Iteration 29Q: 3 clusters Score -282975.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -282978.062500 Penalty: 3929.980713
	Iteration 30Q: 3 clusters Score -282978.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -282978.750000 Penalty: 3929.980713
	Iteration 31Q: 3 clusters Score -282978.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -282979.343750 Penalty: 3929.980713
	Iteration 32Q: 3 clusters Score -282979.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -282979.343750 Penalty: 3929.980713
	Iteration 33F: 3 clusters Score -282979.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Entering Unmasked Estep 
Score: -2299737.000000 Penalty: 2481.633057
	Iteration 0F: 2 clusters Score -2299737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2284155.750000 Penalty: 4963.266113
	Iteration 0F: 3 clusters Score -2284156 nChanged 9868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -2289375.250000 Penalty: 4963.266113
	Iteration 1F: 3 clusters Score -2289375 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -2289774.250000 Penalty: 4963.266113
	Iteration 2F: 3 clusters Score -2289774 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -2290221.250000 Penalty: 4963.266113
	Iteration 3Q: 3 clusters Score -2290221 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -2290756.000000 Penalty: 4963.266113
	Iteration 4F: 3 clusters Score -2290756 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -2291431.500000 Penalty: 4963.266113
	Iteration 5F: 3 clusters Score -2291432 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -2292263.500000 Penalty: 4963.266113
	Iteration 6F: 3 clusters Score -2292264 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -2293188.750000 Penalty: 4963.266113
	Iteration 7F: 3 clusters Score -2293189 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -2294195.750000 Penalty: 4963.266113
	Iteration 8F: 3 clusters Score -2294196 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -2295147.000000 Penalty: 4963.266113
	Iteration 9F: 3 clusters Score -2295147 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2295890.000000 Penalty: 4963.266113
	Iteration 10Q: 3 clusters Score -2295890 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2296406.000000 Penalty: 4963.266113
	Iteration 11Q: 3 clusters Score -2296406 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -2296772.000000 Penalty: 4963.266113
	Iteration 12Q: 3 clusters Score -2296772 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2297074.250000 Penalty: 4963.266113
	Iteration 13Q: 3 clusters Score -2297074 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2297324.000000 Penalty: 4963.266113
	Iteration 14Q: 3 clusters Score -2297324 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2297534.750000 Penalty: 4963.266113
	Iteration 15Q: 3 clusters Score -2297535 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2297701.500000 Penalty: 4963.266113
	Iteration 16Q: 3 clusters Score -2297702 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2297866.000000 Penalty: 4963.266113
	Iteration 17Q: 3 clusters Score -2297866 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2297942.500000 Penalty: 4963.266113
	Iteration 18Q: 3 clusters Score -2297942 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2297986.250000 Penalty: 4963.266113
	Iteration 19Q: 3 clusters Score -2297986 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2298015.500000 Penalty: 4963.266113
	Iteration 20F: 3 clusters Score -2298016 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2298042.000000 Penalty: 4963.266113
	Iteration 21Q: 3 clusters Score -2298042 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2298056.500000 Penalty: 4963.266113
	Iteration 22Q: 3 clusters Score -2298056 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2298060.750000 Penalty: 4963.266113
	Iteration 23Q: 3 clusters Score -2298061 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2298073.000000 Penalty: 4963.266113
	Iteration 24Q: 3 clusters Score -2298073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2298067.250000 Penalty: 4963.266113
	Iteration 25Q: 3 clusters Score -2298067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2298075.250000 Penalty: 4963.266113
	Iteration 26Q: 3 clusters Score -2298075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2298077.250000 Penalty: 4963.266113
	Iteration 27Q: 3 clusters Score -2298077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2298077.250000 Penalty: 4963.266113
	Iteration 28Q: 3 clusters Score -2298077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2298083.250000 Penalty: 4963.266113
	Iteration 29Q: 3 clusters Score -2298083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2298080.500000 Penalty: 4963.266113
	Iteration 30Q: 3 clusters Score -2298080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2298084.750000 Penalty: 4963.266113
	Iteration 31Q: 3 clusters Score -2298085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2298083.500000 Penalty: 4963.266113
	Iteration 32Q: 3 clusters Score -2298084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2298083.250000 Penalty: 4963.266113
	Iteration 33Q: 3 clusters Score -2298083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2298081.000000 Penalty: 4963.266113
	Iteration 34Q: 3 clusters Score -2298081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2298081.000000 Penalty: 4963.266113
	Iteration 35Q: 3 clusters Score -2298081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2298086.250000 Penalty: 4963.266113
	Iteration 36Q: 3 clusters Score -2298086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2298083.500000 Penalty: 4963.266113
	Iteration 37Q: 3 clusters Score -2298084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2298085.750000 Penalty: 4963.266113
	Iteration 38Q: 3 clusters Score -2298086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2298087.750000 Penalty: 4963.266113
	Iteration 39Q: 3 clusters Score -2298088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2298087.750000 Penalty: 4963.266113
	Iteration 40F: 3 clusters Score -2298088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Entering Unmasked Estep 
Score: -217008.421875 Penalty: 1892.113525
	Iteration 0F: 2 clusters Score -217008.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -214327.687500 Penalty: 3784.227051
	Iteration 0F: 3 clusters Score -214327.7 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -214795.359375 Penalty: 3784.227051
	Iteration 1F: 3 clusters Score -214795.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -214926.531250 Penalty: 3784.227051
	Iteration 2F: 3 clusters Score -214926.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -214981.703125 Penalty: 3784.227051
	Iteration 3Q: 3 clusters Score -214981.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -215029.375000 Penalty: 3784.227051
	Iteration 4Q: 3 clusters Score -215029.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -215061.312500 Penalty: 3784.227051
	Iteration 5Q: 3 clusters Score -215061.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -215089.078125 Penalty: 3784.227051
	Iteration 6Q: 3 clusters Score -215089.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -215111.109375 Penalty: 3784.227051
	Iteration 7Q: 3 clusters Score -215111.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -215127.234375 Penalty: 3784.227051
	Iteration 8Q: 3 clusters Score -215127.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -215134.468750 Penalty: 3784.227051
	Iteration 9Q: 3 clusters Score -215134.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -215140.718750 Penalty: 3784.227051
	Iteration 10Q: 3 clusters Score -215140.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -215148.437500 Penalty: 3784.227051
	Iteration 11Q: 3 clusters Score -215148.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -215151.968750 Penalty: 3784.227051
	Iteration 12Q: 3 clusters Score -215152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -215154.531250 Penalty: 3784.227051
	Iteration 13Q: 3 clusters Score -215154.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -215158.937500 Penalty: 3784.227051
	Iteration 14Q: 3 clusters Score -215158.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -215162.031250 Penalty: 3784.227051
	Iteration 15Q: 3 clusters Score -215162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -215163.531250 Penalty: 3784.227051
	Iteration 16Q: 3 clusters Score -215163.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -215166.421875 Penalty: 3784.227051
	Iteration 17Q: 3 clusters Score -215166.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -215168.125000 Penalty: 3784.227051
	Iteration 18Q: 3 clusters Score -215168.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -215169.781250 Penalty: 3784.227051
	Iteration 19Q: 3 clusters Score -215169.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -215170.468750 Penalty: 3784.227051
	Iteration 20F: 3 clusters Score -215170.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -215173.031250 Penalty: 3784.227051
	Iteration 21Q: 3 clusters Score -215173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -215174.125000 Penalty: 3784.227051
	Iteration 22Q: 3 clusters Score -215174.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -215174.375000 Penalty: 3784.227051
	Iteration 23Q: 3 clusters Score -215174.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -215174.375000 Penalty: 3784.227051
	Iteration 24F: 3 clusters Score -215174.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (101497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101497 members 
Entering Unmasked Estep 
Score: -11198303.000000 Penalty: 2858.890625
	Iteration 0F: 2 clusters Score -1.11983e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51044 members 
Mstep: Class 2 contains 50453 members 
Entering Unmasked Estep 
Score: -11130211.000000 Penalty: 5717.781250
	Iteration 0F: 3 clusters Score -1.113021e+07 nChanged 48323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54865 members 
Mstep: Class 2 contains 46632 members 
Entering Unmasked Estep 
Score: -11158318.000000 Penalty: 5717.781250
	Iteration 1F: 3 clusters Score -1.115832e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57182 members 
Mstep: Class 2 contains 44315 members 
Entering Unmasked Estep 
Score: -11159414.000000 Penalty: 5717.781250
	Iteration 2Q: 3 clusters Score -1.115941e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60601 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -11161109.000000 Penalty: 5717.781250
	Iteration 3Q: 3 clusters Score -1.116111e+07 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65698 members 
Mstep: Class 2 contains 35799 members 
Entering Unmasked Estep 
Score: -11164032.000000 Penalty: 5717.781250
	Iteration 4F: 3 clusters Score -1.116403e+07 nChanged 7316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72744 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -11168954.000000 Penalty: 5717.781250
	Iteration 5F: 3 clusters Score -1.116895e+07 nChanged 8817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81441 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -11176631.000000 Penalty: 5717.781250
	Iteration 6F: 3 clusters Score -1.117663e+07 nChanged 8638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90045 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -11185099.000000 Penalty: 5717.781250
	Iteration 7F: 3 clusters Score -1.11851e+07 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96226 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -11191069.000000 Penalty: 5717.781250
	Iteration 8F: 3 clusters Score -1.119107e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99329 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -11194110.000000 Penalty: 5717.781250
	Iteration 9Q: 3 clusters Score -1.119411e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100477 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -11195183.000000 Penalty: 5717.781250
	Iteration 10Q: 3 clusters Score -1.119518e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100859 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -11195593.000000 Penalty: 5717.781250
	Iteration 11Q: 3 clusters Score -1.119559e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100993 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -11195728.000000 Penalty: 5717.781250
	Iteration 12Q: 3 clusters Score -1.119573e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101042 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -11195819.000000 Penalty: 5717.781250
	Iteration 13Q: 3 clusters Score -1.119582e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101063 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -11195864.000000 Penalty: 5717.781250
	Iteration 14Q: 3 clusters Score -1.119586e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101071 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -11195879.000000 Penalty: 5717.781250
	Iteration 15Q: 3 clusters Score -1.119588e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101076 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -11195891.000000 Penalty: 5717.781250
	Iteration 16Q: 3 clusters Score -1.119589e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101080 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -11195906.000000 Penalty: 5717.781250
	Iteration 17Q: 3 clusters Score -1.119591e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101081 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -11195904.000000 Penalty: 5717.781250
	Iteration 18Q: 3 clusters Score -1.11959e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101084 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -11195919.000000 Penalty: 5717.781250
	Iteration 19Q: 3 clusters Score -1.119592e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101088 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -11195910.000000 Penalty: 5717.781250
	Iteration 20F: 3 clusters Score -1.119591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101088 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -11195919.000000 Penalty: 5717.781250
	Iteration 21Q: 3 clusters Score -1.119592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101089 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -11195932.000000 Penalty: 5717.781250
	Iteration 22Q: 3 clusters Score -1.119593e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101090 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -11195930.000000 Penalty: 5717.781250
	Iteration 23Q: 3 clusters Score -1.119593e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101089 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -11195931.000000 Penalty: 5717.781250
	Iteration 24Q: 3 clusters Score -1.119593e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101090 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -11195926.000000 Penalty: 5717.781250
	Iteration 25Q: 3 clusters Score -1.119593e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101090 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -11195926.000000 Penalty: 5717.781250
	Iteration 26F: 3 clusters Score -1.119593e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -3942568.250000 Penalty: 2619.925293
	Iteration 0F: 2 clusters Score -3942568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -3916290.750000 Penalty: 5239.850586
	Iteration 0F: 3 clusters Score -3916291 nChanged 17590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -3926396.750000 Penalty: 5239.850586
	Iteration 1F: 3 clusters Score -3926397 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -3927291.250000 Penalty: 5239.850586
	Iteration 2F: 3 clusters Score -3927291 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -3928308.500000 Penalty: 5239.850586
	Iteration 3F: 3 clusters Score -3928308 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -3929673.500000 Penalty: 5239.850586
	Iteration 4F: 3 clusters Score -3929674 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -3931316.000000 Penalty: 5239.850586
	Iteration 5F: 3 clusters Score -3931316 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -3932965.750000 Penalty: 5239.850586
	Iteration 6F: 3 clusters Score -3932966 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -3934364.750000 Penalty: 5239.850586
	Iteration 7F: 3 clusters Score -3934365 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -3935293.500000 Penalty: 5239.850586
	Iteration 8Q: 3 clusters Score -3935294 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -3935894.000000 Penalty: 5239.850586
	Iteration 9Q: 3 clusters Score -3935894 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -3936382.250000 Penalty: 5239.850586
	Iteration 10Q: 3 clusters Score -3936382 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -3936676.750000 Penalty: 5239.850586
	Iteration 11Q: 3 clusters Score -3936677 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -3936846.500000 Penalty: 5239.850586
	Iteration 12Q: 3 clusters Score -3936846 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -3936968.750000 Penalty: 5239.850586
	Iteration 13Q: 3 clusters Score -3936969 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -3937076.250000 Penalty: 5239.850586
	Iteration 14Q: 3 clusters Score -3937076 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -3937151.250000 Penalty: 5239.850586
	Iteration 15Q: 3 clusters Score -3937151 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -3937224.250000 Penalty: 5239.850586
	Iteration 16Q: 3 clusters Score -3937224 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -3937257.750000 Penalty: 5239.850586
	Iteration 17Q: 3 clusters Score -3937258 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -3937282.750000 Penalty: 5239.850586
	Iteration 18Q: 3 clusters Score -3937283 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -3937330.250000 Penalty: 5239.850586
	Iteration 19Q: 3 clusters Score -3937330 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -3937365.250000 Penalty: 5239.850586
	Iteration 20F: 3 clusters Score -3937365 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -3937421.000000 Penalty: 5239.850586
	Iteration 21Q: 3 clusters Score -3937421 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -3937458.750000 Penalty: 5239.850586
	Iteration 22Q: 3 clusters Score -3937459 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -3937510.000000 Penalty: 5239.850586
	Iteration 23Q: 3 clusters Score -3937510 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -3937562.750000 Penalty: 5239.850586
	Iteration 24Q: 3 clusters Score -3937563 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -3937610.750000 Penalty: 5239.850586
	Iteration 25Q: 3 clusters Score -3937611 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -3937641.750000 Penalty: 5239.850586
	Iteration 26Q: 3 clusters Score -3937642 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -3937659.250000 Penalty: 5239.850586
	Iteration 27Q: 3 clusters Score -3937659 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -3937699.750000 Penalty: 5239.850586
	Iteration 28Q: 3 clusters Score -3937700 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -3937735.500000 Penalty: 5239.850586
	Iteration 29Q: 3 clusters Score -3937736 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -3937754.250000 Penalty: 5239.850586
	Iteration 30Q: 3 clusters Score -3937754 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -3937794.000000 Penalty: 5239.850586
	Iteration 31Q: 3 clusters Score -3937794 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -3937843.000000 Penalty: 5239.850586
	Iteration 32Q: 3 clusters Score -3937843 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -3937909.750000 Penalty: 5239.850586
	Iteration 33Q: 3 clusters Score -3937910 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -3937943.250000 Penalty: 5239.850586
	Iteration 34Q: 3 clusters Score -3937943 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -3938006.750000 Penalty: 5239.850586
	Iteration 35Q: 3 clusters Score -3938007 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -3938082.000000 Penalty: 5239.850586
	Iteration 36Q: 3 clusters Score -3938082 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -3938148.750000 Penalty: 5239.850586
	Iteration 37Q: 3 clusters Score -3938149 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 26707 members 
Entering Unmasked Estep 
Score: -3938216.250000 Penalty: 5239.850586
	Iteration 38Q: 3 clusters Score -3938216 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -3938295.000000 Penalty: 5239.850586
	Iteration 39Q: 3 clusters Score -3938295 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -3938350.000000 Penalty: 5239.850586
	Iteration 40F: 3 clusters Score -3938350 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -3938409.000000 Penalty: 5239.850586
	Iteration 41Q: 3 clusters Score -3938409 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -3938466.750000 Penalty: 5239.850586
	Iteration 42Q: 3 clusters Score -3938467 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -3938540.000000 Penalty: 5239.850586
	Iteration 43Q: 3 clusters Score -3938540 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -3938587.250000 Penalty: 5239.850586
	Iteration 44Q: 3 clusters Score -3938587 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -3938624.250000 Penalty: 5239.850586
	Iteration 45Q: 3 clusters Score -3938624 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -3938668.250000 Penalty: 5239.850586
	Iteration 46Q: 3 clusters Score -3938668 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -3938704.250000 Penalty: 5239.850586
	Iteration 47Q: 3 clusters Score -3938704 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -3938758.250000 Penalty: 5239.850586
	Iteration 48Q: 3 clusters Score -3938758 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -3938785.750000 Penalty: 5239.850586
	Iteration 49Q: 3 clusters Score -3938786 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -3938828.000000 Penalty: 5239.850586
	Iteration 50Q: 3 clusters Score -3938828 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 29731 members 
Entering Unmasked Estep 
Score: -3938880.000000 Penalty: 5239.850586
	Iteration 51Q: 3 clusters Score -3938880 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -3938958.000000 Penalty: 5239.850586
	Iteration 52Q: 3 clusters Score -3938958 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -3939008.750000 Penalty: 5239.850586
	Iteration 53Q: 3 clusters Score -3939009 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -3939091.250000 Penalty: 5239.850586
	Iteration 54Q: 3 clusters Score -3939091 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -3939144.500000 Penalty: 5239.850586
	Iteration 55Q: 3 clusters Score -3939144 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -3939232.250000 Penalty: 5239.850586
	Iteration 56Q: 3 clusters Score -3939232 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
Score: -3939304.750000 Penalty: 5239.850586
	Iteration 57Q: 3 clusters Score -3939305 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -3939401.000000 Penalty: 5239.850586
	Iteration 58Q: 3 clusters Score -3939401 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -3939481.250000 Penalty: 5239.850586
	Iteration 59Q: 3 clusters Score -3939481 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -3939580.750000 Penalty: 5239.850586
	Iteration 60F: 3 clusters Score -3939581 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -3939696.250000 Penalty: 5239.850586
	Iteration 61Q: 3 clusters Score -3939696 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 32937 members 
Entering Unmasked Estep 
Score: -3939833.250000 Penalty: 5239.850586
	Iteration 62Q: 3 clusters Score -3939833 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -3939969.500000 Penalty: 5239.850586
	Iteration 63Q: 3 clusters Score -3939970 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
Score: -3940099.250000 Penalty: 5239.850586
	Iteration 64Q: 3 clusters Score -3940099 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -3940218.000000 Penalty: 5239.850586
	Iteration 65Q: 3 clusters Score -3940218 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -3940361.000000 Penalty: 5239.850586
	Iteration 66Q: 3 clusters Score -3940361 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -3940495.500000 Penalty: 5239.850586
	Iteration 67Q: 3 clusters Score -3940496 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -3940618.500000 Penalty: 5239.850586
	Iteration 68Q: 3 clusters Score -3940618 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 34999 members 
Entering Unmasked Estep 
Score: -3940773.750000 Penalty: 5239.850586
	Iteration 69Q: 3 clusters Score -3940774 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 35230 members 
Entering Unmasked Estep 
Score: -3940901.500000 Penalty: 5239.850586
	Iteration 70Q: 3 clusters Score -3940902 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
Score: -3941033.000000 Penalty: 5239.850586
	Iteration 71Q: 3 clusters Score -3941033 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 35583 members 
Entering Unmasked Estep 
Score: -3941173.000000 Penalty: 5239.850586
	Iteration 72Q: 3 clusters Score -3941173 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -3941273.250000 Penalty: 5239.850586
	Iteration 73Q: 3 clusters Score -3941273 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -3941366.500000 Penalty: 5239.850586
	Iteration 74Q: 3 clusters Score -3941366 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -3941448.000000 Penalty: 5239.850586
	Iteration 75Q: 3 clusters Score -3941448 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -3941483.250000 Penalty: 5239.850586
	Iteration 76Q: 3 clusters Score -3941483 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -3941499.000000 Penalty: 5239.850586
	Iteration 77Q: 3 clusters Score -3941499 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 36133 members 
Entering Unmasked Estep 
Score: -3941532.000000 Penalty: 5239.850586
	Iteration 78Q: 3 clusters Score -3941532 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -3941539.250000 Penalty: 5239.850586
	Iteration 79Q: 3 clusters Score -3941539 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 36222 members 
Entering Unmasked Estep 
Score: -3941554.000000 Penalty: 5239.850586
	Iteration 80F: 3 clusters Score -3941554 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 36254 members 
Entering Unmasked Estep 
Score: -3941572.000000 Penalty: 5239.850586
	Iteration 81Q: 3 clusters Score -3941572 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
Score: -3941584.500000 Penalty: 5239.850586
	Iteration 82Q: 3 clusters Score -3941584 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 36312 members 
Entering Unmasked Estep 
Score: -3941587.750000 Penalty: 5239.850586
	Iteration 83Q: 3 clusters Score -3941588 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 36328 members 
Entering Unmasked Estep 
Score: -3941594.250000 Penalty: 5239.850586
	Iteration 84Q: 3 clusters Score -3941594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 36338 members 
Entering Unmasked Estep 
Score: -3941599.500000 Penalty: 5239.850586
	Iteration 85Q: 3 clusters Score -3941600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 36350 members 
Entering Unmasked Estep 
Score: -3941604.250000 Penalty: 5239.850586
	Iteration 86Q: 3 clusters Score -3941604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -3941609.750000 Penalty: 5239.850586
	Iteration 87Q: 3 clusters Score -3941610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -3941626.000000 Penalty: 5239.850586
	Iteration 88Q: 3 clusters Score -3941626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -3941617.000000 Penalty: 5239.850586
	Iteration 89Q: 3 clusters Score -3941617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -3941619.750000 Penalty: 5239.850586
	Iteration 90Q: 3 clusters Score -3941620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 36395 members 
Entering Unmasked Estep 
Score: -3941619.750000 Penalty: 5239.850586
	Iteration 91Q: 3 clusters Score -3941620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 36400 members 
Entering Unmasked Estep 
Score: -3941621.500000 Penalty: 5239.850586
	Iteration 92Q: 3 clusters Score -3941622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 36407 members 
Entering Unmasked Estep 
Score: -3941616.750000 Penalty: 5239.850586
	Iteration 93Q: 3 clusters Score -3941617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -3941621.500000 Penalty: 5239.850586
	Iteration 94Q: 3 clusters Score -3941622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -3941624.250000 Penalty: 5239.850586
	Iteration 95Q: 3 clusters Score -3941624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 36426 members 
Entering Unmasked Estep 
Score: -3941622.250000 Penalty: 5239.850586
	Iteration 96Q: 3 clusters Score -3941622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -3941619.000000 Penalty: 5239.850586
	Iteration 97Q: 3 clusters Score -3941619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
Score: -3941622.250000 Penalty: 5239.850586
	Iteration 98Q: 3 clusters Score -3941622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 36439 members 
Entering Unmasked Estep 
Score: -3941616.250000 Penalty: 5239.850586
	Iteration 99Q: 3 clusters Score -3941616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 36442 members 
Entering Unmasked Estep 
Score: -3941617.750000 Penalty: 5239.850586
	Iteration 100F: 3 clusters Score -3941618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 36441 members 
Entering Unmasked Estep 
Score: -3941619.750000 Penalty: 5239.850586
	Iteration 101Q: 3 clusters Score -3941620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 36441 members 
Entering Unmasked Estep 
Score: -3941619.750000 Penalty: 5239.850586
	Iteration 102F: 3 clusters Score -3941620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Entering Unmasked Estep 
Score: -1514412.500000 Penalty: 2362.527100
	Iteration 0F: 2 clusters Score -1514412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1504394.750000 Penalty: 4725.054199
	Iteration 0F: 3 clusters Score -1504395 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1507487.250000 Penalty: 4725.054199
	Iteration 1F: 3 clusters Score -1507487 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1507821.625000 Penalty: 4725.054199
	Iteration 2F: 3 clusters Score -1507822 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1508086.625000 Penalty: 4725.054199
	Iteration 3Q: 3 clusters Score -1508087 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1508343.500000 Penalty: 4725.054199
	Iteration 4Q: 3 clusters Score -1508344 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1508598.250000 Penalty: 4725.054199
	Iteration 5Q: 3 clusters Score -1508598 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1508867.250000 Penalty: 4725.054199
	Iteration 6Q: 3 clusters Score -1508867 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1509153.750000 Penalty: 4725.054199
	Iteration 7Q: 3 clusters Score -1509154 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1509479.250000 Penalty: 4725.054199
	Iteration 8Q: 3 clusters Score -1509479 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1509887.250000 Penalty: 4725.054199
	Iteration 9Q: 3 clusters Score -1509887 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1510329.375000 Penalty: 4725.054199
	Iteration 10F: 3 clusters Score -1510329 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1510760.875000 Penalty: 4725.054199
	Iteration 11Q: 3 clusters Score -1510761 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1511109.500000 Penalty: 4725.054199
	Iteration 12Q: 3 clusters Score -1511110 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1511391.750000 Penalty: 4725.054199
	Iteration 13Q: 3 clusters Score -1511392 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1511633.500000 Penalty: 4725.054199
	Iteration 14Q: 3 clusters Score -1511634 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1511832.125000 Penalty: 4725.054199
	Iteration 15Q: 3 clusters Score -1511832 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1511957.000000 Penalty: 4725.054199
	Iteration 16Q: 3 clusters Score -1511957 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1512054.125000 Penalty: 4725.054199
	Iteration 17Q: 3 clusters Score -1512054 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -1512122.000000 Penalty: 4725.054199
	Iteration 18Q: 3 clusters Score -1512122 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1512184.750000 Penalty: 4725.054199
	Iteration 19Q: 3 clusters Score -1512185 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1512236.000000 Penalty: 4725.054199
	Iteration 20F: 3 clusters Score -1512236 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -1512275.875000 Penalty: 4725.054199
	Iteration 21Q: 3 clusters Score -1512276 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1512315.375000 Penalty: 4725.054199
	Iteration 22Q: 3 clusters Score -1512315 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1512338.250000 Penalty: 4725.054199
	Iteration 23Q: 3 clusters Score -1512338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1512348.000000 Penalty: 4725.054199
	Iteration 24Q: 3 clusters Score -1512348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1512355.125000 Penalty: 4725.054199
	Iteration 25Q: 3 clusters Score -1512355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -1512361.625000 Penalty: 4725.054199
	Iteration 26Q: 3 clusters Score -1512362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -1512367.375000 Penalty: 4725.054199
	Iteration 27Q: 3 clusters Score -1512367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -1512374.875000 Penalty: 4725.054199
	Iteration 28Q: 3 clusters Score -1512375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -1512385.250000 Penalty: 4725.054199
	Iteration 29Q: 3 clusters Score -1512385 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1512393.125000 Penalty: 4725.054199
	Iteration 30Q: 3 clusters Score -1512393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -1512397.125000 Penalty: 4725.054199
	Iteration 31Q: 3 clusters Score -1512397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -1512401.250000 Penalty: 4725.054199
	Iteration 32Q: 3 clusters Score -1512401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -1512404.875000 Penalty: 4725.054199
	Iteration 33Q: 3 clusters Score -1512405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1512409.250000 Penalty: 4725.054199
	Iteration 34Q: 3 clusters Score -1512409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -1512410.250000 Penalty: 4725.054199
	Iteration 35Q: 3 clusters Score -1512410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1512414.625000 Penalty: 4725.054199
	Iteration 36Q: 3 clusters Score -1512415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -1512416.750000 Penalty: 4725.054199
	Iteration 37Q: 3 clusters Score -1512417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -1512421.750000 Penalty: 4725.054199
	Iteration 38Q: 3 clusters Score -1512422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1512424.750000 Penalty: 4725.054199
	Iteration 39Q: 3 clusters Score -1512425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1512426.000000 Penalty: 4725.054199
	Iteration 40F: 3 clusters Score -1512426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -1512429.375000 Penalty: 4725.054199
	Iteration 41Q: 3 clusters Score -1512429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1512432.625000 Penalty: 4725.054199
	Iteration 42Q: 3 clusters Score -1512433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1512431.750000 Penalty: 4725.054199
	Iteration 43Q: 3 clusters Score -1512432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -1512430.750000 Penalty: 4725.054199
	Iteration 44Q: 3 clusters Score -1512431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -1512430.750000 Penalty: 4725.054199
	Iteration 45F: 3 clusters Score -1512431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Entering Unmasked Estep 
Score: -828325.000000 Penalty: 2216.267334
	Iteration 0F: 2 clusters Score -828325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -822182.000000 Penalty: 4432.534668
	Iteration 0F: 3 clusters Score -822182 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -823892.562500 Penalty: 4432.534668
	Iteration 1F: 3 clusters Score -823892.6 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -824239.500000 Penalty: 4432.534668
	Iteration 2F: 3 clusters Score -824239.5 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -824502.375000 Penalty: 4432.534668
	Iteration 3F: 3 clusters Score -824502.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -824736.750000 Penalty: 4432.534668
	Iteration 4F: 3 clusters Score -824736.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -824937.062500 Penalty: 4432.534668
	Iteration 5Q: 3 clusters Score -824937.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -825118.687500 Penalty: 4432.534668
	Iteration 6Q: 3 clusters Score -825118.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -825271.187500 Penalty: 4432.534668
	Iteration 7Q: 3 clusters Score -825271.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -825440.250000 Penalty: 4432.534668
	Iteration 8Q: 3 clusters Score -825440.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -825585.437500 Penalty: 4432.534668
	Iteration 9Q: 3 clusters Score -825585.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -825719.750000 Penalty: 4432.534668
	Iteration 10Q: 3 clusters Score -825719.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -825818.937500 Penalty: 4432.534668
	Iteration 11Q: 3 clusters Score -825818.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -825902.250000 Penalty: 4432.534668
	Iteration 12Q: 3 clusters Score -825902.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -825974.875000 Penalty: 4432.534668
	Iteration 13Q: 3 clusters Score -825974.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -826032.187500 Penalty: 4432.534668
	Iteration 14Q: 3 clusters Score -826032.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -826074.625000 Penalty: 4432.534668
	Iteration 15Q: 3 clusters Score -826074.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -826116.750000 Penalty: 4432.534668
	Iteration 16Q: 3 clusters Score -826116.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -826161.125000 Penalty: 4432.534668
	Iteration 17Q: 3 clusters Score -826161.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -826210.125000 Penalty: 4432.534668
	Iteration 18Q: 3 clusters Score -826210.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -826258.937500 Penalty: 4432.534668
	Iteration 19Q: 3 clusters Score -826258.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -826294.250000 Penalty: 4432.534668
	Iteration 20F: 3 clusters Score -826294.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -826326.750000 Penalty: 4432.534668
	Iteration 21Q: 3 clusters Score -826326.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -826361.062500 Penalty: 4432.534668
	Iteration 22Q: 3 clusters Score -826361.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -826398.000000 Penalty: 4432.534668
	Iteration 23Q: 3 clusters Score -826398 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -826424.750000 Penalty: 4432.534668
	Iteration 24Q: 3 clusters Score -826424.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -826442.437500 Penalty: 4432.534668
	Iteration 25Q: 3 clusters Score -826442.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -826458.625000 Penalty: 4432.534668
	Iteration 26Q: 3 clusters Score -826458.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -826474.375000 Penalty: 4432.534668
	Iteration 27Q: 3 clusters Score -826474.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -826494.125000 Penalty: 4432.534668
	Iteration 28Q: 3 clusters Score -826494.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -826520.937500 Penalty: 4432.534668
	Iteration 29Q: 3 clusters Score -826520.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -826548.875000 Penalty: 4432.534668
	Iteration 30Q: 3 clusters Score -826548.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -826562.312500 Penalty: 4432.534668
	Iteration 31Q: 3 clusters Score -826562.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -826572.875000 Penalty: 4432.534668
	Iteration 32Q: 3 clusters Score -826572.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -826576.250000 Penalty: 4432.534668
	Iteration 33Q: 3 clusters Score -826576.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -826577.937500 Penalty: 4432.534668
	Iteration 34Q: 3 clusters Score -826577.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -826578.750000 Penalty: 4432.534668
	Iteration 35Q: 3 clusters Score -826578.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -826583.812500 Penalty: 4432.534668
	Iteration 36Q: 3 clusters Score -826583.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -826587.187500 Penalty: 4432.534668
	Iteration 37Q: 3 clusters Score -826587.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -826588.750000 Penalty: 4432.534668
	Iteration 38Q: 3 clusters Score -826588.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -826591.062500 Penalty: 4432.534668
	Iteration 39Q: 3 clusters Score -826591.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -826591.062500 Penalty: 4432.534668
	Iteration 40F: 3 clusters Score -826591.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (183357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183357 members 
Entering Unmasked Estep 
Score: -20405188.000000 Penalty: 3005.559082
	Iteration 0F: 2 clusters Score -2.040519e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91931 members 
Mstep: Class 2 contains 91426 members 
Entering Unmasked Estep 
Score: -20290172.000000 Penalty: 6011.118164
	Iteration 0F: 3 clusters Score -2.029017e+07 nChanged 88278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96787 members 
Mstep: Class 2 contains 86570 members 
Entering Unmasked Estep 
Score: -20342040.000000 Penalty: 6011.118164
	Iteration 1F: 3 clusters Score -2.034204e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100032 members 
Mstep: Class 2 contains 83325 members 
Entering Unmasked Estep 
Score: -20343268.000000 Penalty: 6011.118164
	Iteration 2Q: 3 clusters Score -2.034327e+07 nChanged 6634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105062 members 
Mstep: Class 2 contains 78295 members 
Entering Unmasked Estep 
Score: -20345350.000000 Penalty: 6011.118164
	Iteration 3Q: 3 clusters Score -2.034535e+07 nChanged 8687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112743 members 
Mstep: Class 2 contains 70614 members 
Entering Unmasked Estep 
Score: -20349052.000000 Penalty: 6011.118164
	Iteration 4Q: 3 clusters Score -2.034905e+07 nChanged 11667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123860 members 
Mstep: Class 2 contains 59497 members 
Entering Unmasked Estep 
Score: -20355652.000000 Penalty: 6011.118164
	Iteration 5F: 3 clusters Score -2.035565e+07 nChanged 14509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138103 members 
Mstep: Class 2 contains 45254 members 
Entering Unmasked Estep 
Score: -20365908.000000 Penalty: 6011.118164
	Iteration 6F: 3 clusters Score -2.036591e+07 nChanged 15687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153710 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -20379420.000000 Penalty: 6011.118164
	Iteration 7F: 3 clusters Score -2.037942e+07 nChanged 13872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167562 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -20390462.000000 Penalty: 6011.118164
	Iteration 8F: 3 clusters Score -2.039046e+07 nChanged 9035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176593 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -20397370.000000 Penalty: 6011.118164
	Iteration 9Q: 3 clusters Score -2.039737e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180862 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -20400618.000000 Penalty: 6011.118164
	Iteration 10Q: 3 clusters Score -2.040062e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182331 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -20401920.000000 Penalty: 6011.118164
	Iteration 11Q: 3 clusters Score -2.040192e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182765 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -20402314.000000 Penalty: 6011.118164
	Iteration 12Q: 3 clusters Score -2.040231e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182881 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -20402512.000000 Penalty: 6011.118164
	Iteration 13Q: 3 clusters Score -2.040251e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182929 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -20402608.000000 Penalty: 6011.118164
	Iteration 14Q: 3 clusters Score -2.040261e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182956 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -20402662.000000 Penalty: 6011.118164
	Iteration 15Q: 3 clusters Score -2.040266e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182965 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -20402732.000000 Penalty: 6011.118164
	Iteration 16Q: 3 clusters Score -2.040273e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182973 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -20402760.000000 Penalty: 6011.118164
	Iteration 17Q: 3 clusters Score -2.040276e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182980 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -20402786.000000 Penalty: 6011.118164
	Iteration 18Q: 3 clusters Score -2.040279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182980 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -20402790.000000 Penalty: 6011.118164
	Iteration 19Q: 3 clusters Score -2.040279e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182979 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -20402788.000000 Penalty: 6011.118164
	Iteration 20F: 3 clusters Score -2.040279e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182979 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -20402804.000000 Penalty: 6011.118164
	Iteration 21Q: 3 clusters Score -2.04028e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182983 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -20402812.000000 Penalty: 6011.118164
	Iteration 22Q: 3 clusters Score -2.040281e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182983 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -20402828.000000 Penalty: 6011.118164
	Iteration 23Q: 3 clusters Score -2.040283e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182983 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -20402828.000000 Penalty: 6011.118164
	Iteration 24F: 3 clusters Score -2.040283e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Entering Unmasked Estep 
Score: -1502892.500000 Penalty: 2391.407471
	Iteration 0F: 2 clusters Score -1502892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1491771.750000 Penalty: 4782.814941
	Iteration 0F: 3 clusters Score -1491772 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1495649.875000 Penalty: 4782.814941
	Iteration 1F: 3 clusters Score -1495650 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1496294.250000 Penalty: 4782.814941
	Iteration 2F: 3 clusters Score -1496294 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1496951.750000 Penalty: 4782.814941
	Iteration 3F: 3 clusters Score -1496952 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1497646.250000 Penalty: 4782.814941
	Iteration 4F: 3 clusters Score -1497646 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1498305.500000 Penalty: 4782.814941
	Iteration 5F: 3 clusters Score -1498306 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1498858.500000 Penalty: 4782.814941
	Iteration 6F: 3 clusters Score -1498858 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1499273.625000 Penalty: 4782.814941
	Iteration 7Q: 3 clusters Score -1499274 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1499573.625000 Penalty: 4782.814941
	Iteration 8Q: 3 clusters Score -1499574 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1499748.375000 Penalty: 4782.814941
	Iteration 9Q: 3 clusters Score -1499748 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1499895.125000 Penalty: 4782.814941
	Iteration 10Q: 3 clusters Score -1499895 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1500011.250000 Penalty: 4782.814941
	Iteration 11Q: 3 clusters Score -1500011 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1500085.500000 Penalty: 4782.814941
	Iteration 12Q: 3 clusters Score -1500086 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1500139.250000 Penalty: 4782.814941
	Iteration 13Q: 3 clusters Score -1500139 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1500193.375000 Penalty: 4782.814941
	Iteration 14Q: 3 clusters Score -1500193 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1500233.750000 Penalty: 4782.814941
	Iteration 15Q: 3 clusters Score -1500234 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1500265 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1500291.625000 Penalty: 4782.814941
	Iteration 17Q: 3 clusters Score -1500292 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1500331.125000 Penalty: 4782.814941
	Iteration 18Q: 3 clusters Score -1500331 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1500350.750000 Penalty: 4782.814941
	Iteration 19Q: 3 clusters Score -1500351 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1500371.875000 Penalty: 4782.814941
	Iteration 20F: 3 clusters Score -1500372 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1500395.125000 Penalty: 4782.814941
	Iteration 21Q: 3 clusters Score -1500395 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1500409 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1500424.125000 Penalty: 4782.814941
	Iteration 23Q: 3 clusters Score -1500424 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1500447.000000 Penalty: 4782.814941
	Iteration 24Q: 3 clusters Score -1500447 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1500470 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1500488 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1500505.875000 Penalty: 4782.814941
	Iteration 27Q: 3 clusters Score -1500506 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1500518.125000 Penalty: 4782.814941
	Iteration 28Q: 3 clusters Score -1500518 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1500540 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1500555 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1500562.375000 Penalty: 4782.814941
	Iteration 31Q: 3 clusters Score -1500562 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1500570 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1500574.250000 Penalty: 4782.814941
	Iteration 33Q: 3 clusters Score -1500574 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1500584.500000 Penalty: 4782.814941
	Iteration 34Q: 3 clusters Score -1500584 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1500595.125000 Penalty: 4782.814941
	Iteration 35Q: 3 clusters Score -1500595 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1500600 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1500603.750000 Penalty: 4782.814941
	Iteration 37Q: 3 clusters Score -1500604 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1500614.750000 Penalty: 4782.814941
	Iteration 38Q: 3 clusters Score -1500615 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1500616 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1500632.750000 Penalty: 4782.814941
	Iteration 40F: 3 clusters Score -1500633 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1500641 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1500647.875000 Penalty: 4782.814941
	Iteration 42Q: 3 clusters Score -1500648 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1500660.375000 Penalty: 4782.814941
	Iteration 43Q: 3 clusters Score -1500660 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1500670 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1500681.250000 Penalty: 4782.814941
	Iteration 45Q: 3 clusters Score -1500681 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1500682 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1500687.625000 Penalty: 4782.814941
	Iteration 47Q: 3 clusters Score -1500688 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1500692.625000 Penalty: 4782.814941
	Iteration 48Q: 3 clusters Score -1500693 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1500699.125000 Penalty: 4782.814941
	Iteration 49Q: 3 clusters Score -1500699 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1500701.750000 Penalty: 4782.814941
	Iteration 50Q: 3 clusters Score -1500702 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1500708.875000 Penalty: 4782.814941
	Iteration 51Q: 3 clusters Score -1500709 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1500714 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1500724 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1500730 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1500746 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1500755.375000 Penalty: 4782.814941
	Iteration 56Q: 3 clusters Score -1500755 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1500757 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1500764.875000 Penalty: 4782.814941
	Iteration 58Q: 3 clusters Score -1500765 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1500780.500000 Penalty: 4782.814941
	Iteration 59Q: 3 clusters Score -1500780 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1500787.250000 Penalty: 4782.814941
	Iteration 60F: 3 clusters Score -1500787 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1500793.625000 Penalty: 4782.814941
	Iteration 61Q: 3 clusters Score -1500794 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1500795.000000 Penalty: 4782.814941
	Iteration 62Q: 3 clusters Score -1500795 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1500802.625000 Penalty: 4782.814941
	Iteration 63Q: 3 clusters Score -1500803 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1500810.500000 Penalty: 4782.814941
	Iteration 64Q: 3 clusters Score -1500810 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1500814.375000 Penalty: 4782.814941
	Iteration 65Q: 3 clusters Score -1500814 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1500821.250000 Penalty: 4782.814941
	Iteration 66Q: 3 clusters Score -1500821 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1500829.250000 Penalty: 4782.814941
	Iteration 67Q: 3 clusters Score -1500829 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1500833.500000 Penalty: 4782.814941
	Iteration 68Q: 3 clusters Score -1500834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1500835.375000 Penalty: 4782.814941
	Iteration 69Q: 3 clusters Score -1500835 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1500836.750000 Penalty: 4782.814941
	Iteration 70Q: 3 clusters Score -1500837 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1500847.625000 Penalty: 4782.814941
	Iteration 71Q: 3 clusters Score -1500848 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1500851.750000 Penalty: 4782.814941
	Iteration 72Q: 3 clusters Score -1500852 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1500863.250000 Penalty: 4782.814941
	Iteration 73Q: 3 clusters Score -1500863 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1500873.375000 Penalty: 4782.814941
	Iteration 74Q: 3 clusters Score -1500873 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1500874.625000 Penalty: 4782.814941
	Iteration 75Q: 3 clusters Score -1500875 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1500885.875000 Penalty: 4782.814941
	Iteration 76Q: 3 clusters Score -1500886 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1500897.250000 Penalty: 4782.814941
	Iteration 77Q: 3 clusters Score -1500897 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1500908.000000 Penalty: 4782.814941
	Iteration 78Q: 3 clusters Score -1500908 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1500915.875000 Penalty: 4782.814941
	Iteration 79Q: 3 clusters Score -1500916 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1500921.750000 Penalty: 4782.814941
	Iteration 80F: 3 clusters Score -1500922 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1500939.125000 Penalty: 4782.814941
	Iteration 81Q: 3 clusters Score -1500939 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1500954.875000 Penalty: 4782.814941
	Iteration 82Q: 3 clusters Score -1500955 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1500965.625000 Penalty: 4782.814941
	Iteration 83Q: 3 clusters Score -1500966 nChanged 64
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Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1500977.875000 Penalty: 4782.814941
	Iteration 84Q: 3 clusters Score -1500978 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1500985 nChanged 56
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1500994.250000 Penalty: 4782.814941
	Iteration 86Q: 3 clusters Score -1500994 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1501006.750000 Penalty: 4782.814941
	Iteration 87Q: 3 clusters Score -1501007 nChanged 47
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1501017.625000 Penalty: 4782.814941
	Iteration 88Q: 3 clusters Score -1501018 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1501026.000000 Penalty: 4782.814941
	Iteration 89Q: 3 clusters Score -1501026 nChanged 47
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1501033.375000 Penalty: 4782.814941
	Iteration 90Q: 3 clusters Score -1501033 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
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Entering Unmasked Estep 
Score: -1501040.875000 Penalty: 4782.814941
	Iteration 91Q: 3 clusters Score -1501041 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1501046.000000 Penalty: 4782.814941
	Iteration 92Q: 3 clusters Score -1501046 nChanged 27
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Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1501054.875000 Penalty: 4782.814941
	Iteration 93Q: 3 clusters Score -1501055 nChanged 33
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1501062.375000 Penalty: 4782.814941
	Iteration 94Q: 3 clusters Score -1501062 nChanged 34
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Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1501070.000000 Penalty: 4782.814941
	Iteration 95Q: 3 clusters Score -1501070 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1501073.375000 Penalty: 4782.814941
	Iteration 96Q: 3 clusters Score -1501073 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1501082.125000 Penalty: 4782.814941
	Iteration 97Q: 3 clusters Score -1501082 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1501085.000000 Penalty: 4782.814941
	Iteration 98Q: 3 clusters Score -1501085 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1501088.250000 Penalty: 4782.814941
	Iteration 99Q: 3 clusters Score -1501088 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1501092.500000 Penalty: 4782.814941
	Iteration 100F: 3 clusters Score -1501092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1501097.500000 Penalty: 4782.814941
	Iteration 101Q: 3 clusters Score -1501098 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1501103.375000 Penalty: 4782.814941
	Iteration 102Q: 3 clusters Score -1501103 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1501106.250000 Penalty: 4782.814941
	Iteration 103Q: 3 clusters Score -1501106 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1501110.500000 Penalty: 4782.814941
	Iteration 104Q: 3 clusters Score -1501110 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1501118.375000 Penalty: 4782.814941
	Iteration 105Q: 3 clusters Score -1501118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1501118.125000 Penalty: 4782.814941
	Iteration 106Q: 3 clusters Score -1501118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1501123.250000 Penalty: 4782.814941
	Iteration 107Q: 3 clusters Score -1501123 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1501127.750000 Penalty: 4782.814941
	Iteration 108Q: 3 clusters Score -1501128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1501126.375000 Penalty: 4782.814941
	Iteration 109Q: 3 clusters Score -1501126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1501133.000000 Penalty: 4782.814941
	Iteration 110Q: 3 clusters Score -1501133 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1501136.250000 Penalty: 4782.814941
	Iteration 111Q: 3 clusters Score -1501136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -1501137.625000 Penalty: 4782.814941
	Iteration 112Q: 3 clusters Score -1501138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1501139.125000 Penalty: 4782.814941
	Iteration 113Q: 3 clusters Score -1501139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1501136.250000 Penalty: 4782.814941
	Iteration 114Q: 3 clusters Score -1501136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1501141.250000 Penalty: 4782.814941
	Iteration 115Q: 3 clusters Score -1501141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1501143.250000 Penalty: 4782.814941
	Iteration 116Q: 3 clusters Score -1501143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -1501148.125000 Penalty: 4782.814941
	Iteration 117Q: 3 clusters Score -1501148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1501151.625000 Penalty: 4782.814941
	Iteration 118Q: 3 clusters Score -1501152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1501151.875000 Penalty: 4782.814941
	Iteration 119Q: 3 clusters Score -1501152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1501154.625000 Penalty: 4782.814941
	Iteration 120F: 3 clusters Score -1501155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1501154.875000 Penalty: 4782.814941
	Iteration 121Q: 3 clusters Score -1501155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1501150.625000 Penalty: 4782.814941
	Iteration 122Q: 3 clusters Score -1501151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1501155.000000 Penalty: 4782.814941
	Iteration 123Q: 3 clusters Score -1501155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1501161.250000 Penalty: 4782.814941
	Iteration 124Q: 3 clusters Score -1501161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1501162.375000 Penalty: 4782.814941
	Iteration 125Q: 3 clusters Score -1501162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1501161.375000 Penalty: 4782.814941
	Iteration 126Q: 3 clusters Score -1501161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1501159.625000 Penalty: 4782.814941
	Iteration 127Q: 3 clusters Score -1501160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1501160.500000 Penalty: 4782.814941
	Iteration 128Q: 3 clusters Score -1501160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1501162.375000 Penalty: 4782.814941
	Iteration 129Q: 3 clusters Score -1501162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1501161.750000 Penalty: 4782.814941
	Iteration 130Q: 3 clusters Score -1501162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1501169.375000 Penalty: 4782.814941
	Iteration 131Q: 3 clusters Score -1501169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1501172.500000 Penalty: 4782.814941
	Iteration 132Q: 3 clusters Score -1501172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1501172.500000 Penalty: 4782.814941
	Iteration 133Q: 3 clusters Score -1501172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1501172.125000 Penalty: 4782.814941
	Iteration 134Q: 3 clusters Score -1501172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1501174.875000 Penalty: 4782.814941
	Iteration 135Q: 3 clusters Score -1501175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1501174.250000 Penalty: 4782.814941
	Iteration 136Q: 3 clusters Score -1501174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1501178.000000 Penalty: 4782.814941
	Iteration 137Q: 3 clusters Score -1501178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1501177.500000 Penalty: 4782.814941
	Iteration 138Q: 3 clusters Score -1501178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -1501175.500000 Penalty: 4782.814941
	Iteration 139Q: 3 clusters Score -1501176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1501176.750000 Penalty: 4782.814941
	Iteration 140F: 3 clusters Score -1501177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -1501176.250000 Penalty: 4782.814941
	Iteration 141Q: 3 clusters Score -1501176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1501174.125000 Penalty: 4782.814941
	Iteration 142Q: 3 clusters Score -1501174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1501174.000000 Penalty: 4782.814941
	Iteration 143Q: 3 clusters Score -1501174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -1501175.625000 Penalty: 4782.814941
	Iteration 144Q: 3 clusters Score -1501176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -1501174.500000 Penalty: 4782.814941
	Iteration 145Q: 3 clusters Score -1501174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1501173.875000 Penalty: 4782.814941
	Iteration 146Q: 3 clusters Score -1501174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1501176.750000 Penalty: 4782.814941
	Iteration 147Q: 3 clusters Score -1501177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -1501176.375000 Penalty: 4782.814941
	Iteration 148Q: 3 clusters Score -1501176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1501180.000000 Penalty: 4782.814941
	Iteration 149Q: 3 clusters Score -1501180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1501178.500000 Penalty: 4782.814941
	Iteration 150Q: 3 clusters Score -1501178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1501179.250000 Penalty: 4782.814941
	Iteration 151Q: 3 clusters Score -1501179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1501179.250000 Penalty: 4782.814941
	Iteration 152F: 3 clusters Score -1501179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Entering Unmasked Estep 
Score: -741239.000000 Penalty: 2202.970947
	Iteration 0F: 2 clusters Score -741239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -735404.375000 Penalty: 4405.941895
	Iteration 0F: 3 clusters Score -735404.4 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -737237.687500 Penalty: 4405.941895
	Iteration 1F: 3 clusters Score -737237.7 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -737749.750000 Penalty: 4405.941895
	Iteration 2F: 3 clusters Score -737749.8 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -738261.312500 Penalty: 4405.941895
	Iteration 3F: 3 clusters Score -738261.3 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -738789.062500 Penalty: 4405.941895
	Iteration 4F: 3 clusters Score -738789.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -739297.125000 Penalty: 4405.941895
	Iteration 5F: 3 clusters Score -739297.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -739713.062500 Penalty: 4405.941895
	Iteration 6F: 3 clusters Score -739713.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -740023.000000 Penalty: 4405.941895
	Iteration 7Q: 3 clusters Score -740023 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -740285.812500 Penalty: 4405.941895
	Iteration 8Q: 3 clusters Score -740285.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -740545.687500 Penalty: 4405.941895
	Iteration 9Q: 3 clusters Score -740545.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -740710.312500 Penalty: 4405.941895
	Iteration 10Q: 3 clusters Score -740710.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -740815.000000 Penalty: 4405.941895
	Iteration 11Q: 3 clusters Score -740815 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -740932.875000 Penalty: 4405.941895
	Iteration 12Q: 3 clusters Score -740932.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -741050.000000 Penalty: 4405.941895
	Iteration 13Q: 3 clusters Score -741050 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -741188.500000 Penalty: 4405.941895
	Iteration 14Q: 3 clusters Score -741188.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -741342.500000 Penalty: 4405.941895
	Iteration 15Q: 3 clusters Score -741342.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -741484.562500 Penalty: 4405.941895
	Iteration 16Q: 3 clusters Score -741484.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -741580.375000 Penalty: 4405.941895
	Iteration 17Q: 3 clusters Score -741580.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -741697.187500 Penalty: 4405.941895
	Iteration 18Q: 3 clusters Score -741697.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -741914.062500 Penalty: 4405.941895
	Iteration 19Q: 3 clusters Score -741914.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -742201.375000 Penalty: 4405.941895
	Iteration 20F: 3 clusters Score -742201.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -742435.187500 Penalty: 4405.941895
	Iteration 21Q: 3 clusters Score -742435.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -742520.375000 Penalty: 4405.941895
	Iteration 22Q: 3 clusters Score -742520.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -742565.375000 Penalty: 4405.941895
	Iteration 23Q: 3 clusters Score -742565.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -742579.437500 Penalty: 4405.941895
	Iteration 24Q: 3 clusters Score -742579.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -742592.625000 Penalty: 4405.941895
	Iteration 25Q: 3 clusters Score -742592.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -742599.500000 Penalty: 4405.941895
	Iteration 26Q: 3 clusters Score -742599.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -742609.812500 Penalty: 4405.941895
	Iteration 27Q: 3 clusters Score -742609.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -742619.000000 Penalty: 4405.941895
	Iteration 28Q: 3 clusters Score -742619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -742624.125000 Penalty: 4405.941895
	Iteration 29Q: 3 clusters Score -742624.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -742624.375000 Penalty: 4405.941895
	Iteration 30Q: 3 clusters Score -742624.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -742626.812500 Penalty: 4405.941895
	Iteration 31Q: 3 clusters Score -742626.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -742626.437500 Penalty: 4405.941895
	Iteration 32Q: 3 clusters Score -742626.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -742626.750000 Penalty: 4405.941895
	Iteration 33Q: 3 clusters Score -742626.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -742625.812500 Penalty: 4405.941895
	Iteration 34Q: 3 clusters Score -742625.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -742625.812500 Penalty: 4405.941895
	Iteration 35F: 3 clusters Score -742625.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22172 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 101497 members 
Mstep: Class 5 contains 38724 members 
Mstep: Class 6 contains 13716 members 
Mstep: Class 7 contains 7605 members 
Mstep: Class 8 contains 183357 members 
Mstep: Class 9 contains 15410 members 
Mstep: Class 10 contains 2739 members 
Mstep: Class 11 contains 17796 members 
Mstep: Class 12 contains 7039 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 75131 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13418 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 37664 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 139880 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 13191 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 8132 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 4258 members 
Mstep: Class 28 contains 25424 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 20444 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 408 members 
Mstep: Class 34 contains 144664 members 
Mstep: Class 35 contains 26758 members 
Mstep: Class 36 contains 2427 members 
Mstep: Class 37 contains 28434 members 
Mstep: Class 38 contains 27260 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 825 members 
Mstep: Class 42 contains 3078 members 
Mstep: Class 43 contains 5802 members 
Mstep: Class 44 contains 706 members 
Mstep: Class 45 contains 8737 members 
Mstep: Class 46 contains 16081 members 
Mstep: Class 47 contains 29975 members 
Mstep: Class 48 contains 12026 members 
Mstep: Class 49 contains 3509 members 
Mstep: Class 50 contains 2060 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1095 members 
Mstep: Class 53 contains 4469 members 
Entering Unmasked Estep 
Score: -115175992.000000 Penalty: 182896.359375
Splitting cluster 10 changes total score from -115176160.000000 to -115175992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (17796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Entering Unmasked Estep 
Score: -1755650.250000 Penalty: 2427.108643
	Iteration 0F: 2 clusters Score -1755650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1742997.375000 Penalty: 4854.217285
	Iteration 0F: 3 clusters Score -1742997 nChanged 7810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1747750.500000 Penalty: 4854.217285
	Iteration 1F: 3 clusters Score -1747750 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1748756.875000 Penalty: 4854.217285
	Iteration 2F: 3 clusters Score -1748757 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1749767.250000 Penalty: 4854.217285
	Iteration 3F: 3 clusters Score -1749767 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1750746.625000 Penalty: 4854.217285
	Iteration 4F: 3 clusters Score -1750747 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1751554.750000 Penalty: 4854.217285
	Iteration 5F: 3 clusters Score -1751555 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1752167.250000 Penalty: 4854.217285
	Iteration 6F: 3 clusters Score -1752167 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1752537.375000 Penalty: 4854.217285
	Iteration 7Q: 3 clusters Score -1752537 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1752742.750000 Penalty: 4854.217285
	Iteration 8Q: 3 clusters Score -1752743 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1752871.500000 Penalty: 4854.217285
	Iteration 9Q: 3 clusters Score -1752872 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1752959.875000 Penalty: 4854.217285
	Iteration 10Q: 3 clusters Score -1752960 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1753024.750000 Penalty: 4854.217285
	Iteration 11Q: 3 clusters Score -1753025 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1753089.500000 Penalty: 4854.217285
	Iteration 12Q: 3 clusters Score -1753090 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1753134.375000 Penalty: 4854.217285
	Iteration 13Q: 3 clusters Score -1753134 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1753180.625000 Penalty: 4854.217285
	Iteration 14Q: 3 clusters Score -1753181 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1753215.750000 Penalty: 4854.217285
	Iteration 15Q: 3 clusters Score -1753216 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1753248.375000 Penalty: 4854.217285
	Iteration 16Q: 3 clusters Score -1753248 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1753277.250000 Penalty: 4854.217285
	Iteration 17Q: 3 clusters Score -1753277 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1753303.875000 Penalty: 4854.217285
	Iteration 18Q: 3 clusters Score -1753304 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1753330.000000 Penalty: 4854.217285
	Iteration 19Q: 3 clusters Score -1753330 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1753355.375000 Penalty: 4854.217285
	Iteration 20F: 3 clusters Score -1753355 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1753374.375000 Penalty: 4854.217285
	Iteration 21Q: 3 clusters Score -1753374 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1753395.125000 Penalty: 4854.217285
	Iteration 22Q: 3 clusters Score -1753395 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1753418.000000 Penalty: 4854.217285
	Iteration 23Q: 3 clusters Score -1753418 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1753454.375000 Penalty: 4854.217285
	Iteration 24Q: 3 clusters Score -1753454 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1753482.875000 Penalty: 4854.217285
	Iteration 25Q: 3 clusters Score -1753483 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1753515.000000 Penalty: 4854.217285
	Iteration 26Q: 3 clusters Score -1753515 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1753545.375000 Penalty: 4854.217285
	Iteration 27Q: 3 clusters Score -1753545 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1753585.750000 Penalty: 4854.217285
	Iteration 28Q: 3 clusters Score -1753586 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1753613.000000 Penalty: 4854.217285
	Iteration 29Q: 3 clusters Score -1753613 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1753648.750000 Penalty: 4854.217285
	Iteration 30Q: 3 clusters Score -1753649 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1753708.250000 Penalty: 4854.217285
	Iteration 31Q: 3 clusters Score -1753708 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1753759.875000 Penalty: 4854.217285
	Iteration 32Q: 3 clusters Score -1753760 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1753811.250000 Penalty: 4854.217285
	Iteration 33Q: 3 clusters Score -1753811 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1753848.250000 Penalty: 4854.217285
	Iteration 34Q: 3 clusters Score -1753848 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1753874.250000 Penalty: 4854.217285
	Iteration 35Q: 3 clusters Score -1753874 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1753895.750000 Penalty: 4854.217285
	Iteration 36Q: 3 clusters Score -1753896 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1753914.250000 Penalty: 4854.217285
	Iteration 37Q: 3 clusters Score -1753914 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1753933.625000 Penalty: 4854.217285
	Iteration 38Q: 3 clusters Score -1753934 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1753961.750000 Penalty: 4854.217285
	Iteration 39Q: 3 clusters Score -1753962 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1753978.000000 Penalty: 4854.217285
	Iteration 40F: 3 clusters Score -1753978 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1753997.500000 Penalty: 4854.217285
	Iteration 41Q: 3 clusters Score -1753998 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1754017.625000 Penalty: 4854.217285
	Iteration 42Q: 3 clusters Score -1754018 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1754029.000000 Penalty: 4854.217285
	Iteration 43Q: 3 clusters Score -1754029 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1754048.125000 Penalty: 4854.217285
	Iteration 44Q: 3 clusters Score -1754048 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1754056.000000 Penalty: 4854.217285
	Iteration 45Q: 3 clusters Score -1754056 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1754073.375000 Penalty: 4854.217285
	Iteration 46Q: 3 clusters Score -1754073 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1754088.125000 Penalty: 4854.217285
	Iteration 47Q: 3 clusters Score -1754088 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1754092.250000 Penalty: 4854.217285
	Iteration 48Q: 3 clusters Score -1754092 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1754110.125000 Penalty: 4854.217285
	Iteration 49Q: 3 clusters Score -1754110 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1754118.500000 Penalty: 4854.217285
	Iteration 50Q: 3 clusters Score -1754118 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1754131.625000 Penalty: 4854.217285
	Iteration 51Q: 3 clusters Score -1754132 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1754143.250000 Penalty: 4854.217285
	Iteration 52Q: 3 clusters Score -1754143 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1754145.125000 Penalty: 4854.217285
	Iteration 53Q: 3 clusters Score -1754145 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1754157.625000 Penalty: 4854.217285
	Iteration 54Q: 3 clusters Score -1754158 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1754161.750000 Penalty: 4854.217285
	Iteration 55Q: 3 clusters Score -1754162 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1754172.250000 Penalty: 4854.217285
	Iteration 56Q: 3 clusters Score -1754172 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1754187.750000 Penalty: 4854.217285
	Iteration 57Q: 3 clusters Score -1754188 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1754191.750000 Penalty: 4854.217285
	Iteration 58Q: 3 clusters Score -1754192 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1754207.250000 Penalty: 4854.217285
	Iteration 59Q: 3 clusters Score -1754207 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1754213.375000 Penalty: 4854.217285
	Iteration 60F: 3 clusters Score -1754213 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1754224.750000 Penalty: 4854.217285
	Iteration 61Q: 3 clusters Score -1754225 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1754226.250000 Penalty: 4854.217285
	Iteration 62Q: 3 clusters Score -1754226 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1754234.375000 Penalty: 4854.217285
	Iteration 63Q: 3 clusters Score -1754234 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1754249.125000 Penalty: 4854.217285
	Iteration 64Q: 3 clusters Score -1754249 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1754256.750000 Penalty: 4854.217285
	Iteration 65Q: 3 clusters Score -1754257 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1754264.750000 Penalty: 4854.217285
	Iteration 66Q: 3 clusters Score -1754265 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1754269.125000 Penalty: 4854.217285
	Iteration 67Q: 3 clusters Score -1754269 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1754281.250000 Penalty: 4854.217285
	Iteration 68Q: 3 clusters Score -1754281 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1754285.625000 Penalty: 4854.217285
	Iteration 69Q: 3 clusters Score -1754286 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1754294.500000 Penalty: 4854.217285
	Iteration 70Q: 3 clusters Score -1754294 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1754302.375000 Penalty: 4854.217285
	Iteration 71Q: 3 clusters Score -1754302 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1754313.875000 Penalty: 4854.217285
	Iteration 72Q: 3 clusters Score -1754314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1754316.375000 Penalty: 4854.217285
	Iteration 73Q: 3 clusters Score -1754316 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1754327.625000 Penalty: 4854.217285
	Iteration 74Q: 3 clusters Score -1754328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1754331.875000 Penalty: 4854.217285
	Iteration 75Q: 3 clusters Score -1754332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1754330.500000 Penalty: 4854.217285
	Iteration 76Q: 3 clusters Score -1754330 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1754334.125000 Penalty: 4854.217285
	Iteration 77Q: 3 clusters Score -1754334 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1754344.375000 Penalty: 4854.217285
	Iteration 78Q: 3 clusters Score -1754344 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1754350.375000 Penalty: 4854.217285
	Iteration 79Q: 3 clusters Score -1754350 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1754358.375000 Penalty: 4854.217285
	Iteration 80F: 3 clusters Score -1754358 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1754361.875000 Penalty: 4854.217285
	Iteration 81Q: 3 clusters Score -1754362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1754371.125000 Penalty: 4854.217285
	Iteration 82Q: 3 clusters Score -1754371 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1754372.375000 Penalty: 4854.217285
	Iteration 83Q: 3 clusters Score -1754372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1754373.250000 Penalty: 4854.217285
	Iteration 84Q: 3 clusters Score -1754373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1754376.375000 Penalty: 4854.217285
	Iteration 85Q: 3 clusters Score -1754376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1754374.125000 Penalty: 4854.217285
	Iteration 86Q: 3 clusters Score -1754374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1754376.000000 Penalty: 4854.217285
	Iteration 87Q: 3 clusters Score -1754376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1754378.500000 Penalty: 4854.217285
	Iteration 88Q: 3 clusters Score -1754378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1754374.875000 Penalty: 4854.217285
	Iteration 89Q: 3 clusters Score -1754375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1754378.125000 Penalty: 4854.217285
	Iteration 90Q: 3 clusters Score -1754378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1754374.125000 Penalty: 4854.217285
	Iteration 91Q: 3 clusters Score -1754374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1754374.125000 Penalty: 4854.217285
	Iteration 92F: 3 clusters Score -1754374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Entering Unmasked Estep 
Score: -701498.562500 Penalty: 2197.086914
	Iteration 0F: 2 clusters Score -701498.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -695631.812500 Penalty: 4394.173828
	Iteration 0F: 3 clusters Score -695631.8 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -697220.437500 Penalty: 4394.173828
	Iteration 1F: 3 clusters Score -697220.4 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -697515.812500 Penalty: 4394.173828
	Iteration 2F: 3 clusters Score -697515.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -697791.625000 Penalty: 4394.173828
	Iteration 3F: 3 clusters Score -697791.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -698086.125000 Penalty: 4394.173828
	Iteration 4F: 3 clusters Score -698086.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -698441.562500 Penalty: 4394.173828
	Iteration 5F: 3 clusters Score -698441.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -698772.187500 Penalty: 4394.173828
	Iteration 6F: 3 clusters Score -698772.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -699067.562500 Penalty: 4394.173828
	Iteration 7Q: 3 clusters Score -699067.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -699326.750000 Penalty: 4394.173828
	Iteration 8Q: 3 clusters Score -699326.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -699538.000000 Penalty: 4394.173828
	Iteration 9Q: 3 clusters Score -699538 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -699692.562500 Penalty: 4394.173828
	Iteration 10Q: 3 clusters Score -699692.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -699790.875000 Penalty: 4394.173828
	Iteration 11Q: 3 clusters Score -699790.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -699873.250000 Penalty: 4394.173828
	Iteration 12Q: 3 clusters Score -699873.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -699925.562500 Penalty: 4394.173828
	Iteration 13Q: 3 clusters Score -699925.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -699964.062500 Penalty: 4394.173828
	Iteration 14Q: 3 clusters Score -699964.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -699996.187500 Penalty: 4394.173828
	Iteration 15Q: 3 clusters Score -699996.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -700018.375000 Penalty: 4394.173828
	Iteration 16Q: 3 clusters Score -700018.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -700031.062500 Penalty: 4394.173828
	Iteration 17Q: 3 clusters Score -700031.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -700045.937500 Penalty: 4394.173828
	Iteration 18Q: 3 clusters Score -700045.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -700062.062500 Penalty: 4394.173828
	Iteration 19Q: 3 clusters Score -700062.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -700070.875000 Penalty: 4394.173828
	Iteration 20F: 3 clusters Score -700070.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -700080.750000 Penalty: 4394.173828
	Iteration 21Q: 3 clusters Score -700080.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -700086.062500 Penalty: 4394.173828
	Iteration 22Q: 3 clusters Score -700086.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -700091.562500 Penalty: 4394.173828
	Iteration 23Q: 3 clusters Score -700091.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -700099.000000 Penalty: 4394.173828
	Iteration 24Q: 3 clusters Score -700099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -700103.937500 Penalty: 4394.173828
	Iteration 25Q: 3 clusters Score -700103.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -700106.687500 Penalty: 4394.173828
	Iteration 26Q: 3 clusters Score -700106.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -700108.062500 Penalty: 4394.173828
	Iteration 27Q: 3 clusters Score -700108.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -700108.625000 Penalty: 4394.173828
	Iteration 28Q: 3 clusters Score -700108.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -700107.437500 Penalty: 4394.173828
	Iteration 29Q: 3 clusters Score -700107.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -700110.250000 Penalty: 4394.173828
	Iteration 30Q: 3 clusters Score -700110.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -700110.500000 Penalty: 4394.173828
	Iteration 31Q: 3 clusters Score -700110.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -700113.437500 Penalty: 4394.173828
	Iteration 32Q: 3 clusters Score -700113.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -700114.625000 Penalty: 4394.173828
	Iteration 33Q: 3 clusters Score -700114.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -700116.625000 Penalty: 4394.173828
	Iteration 34Q: 3 clusters Score -700116.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -700116.250000 Penalty: 4394.173828
	Iteration 35Q: 3 clusters Score -700116.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -700117.500000 Penalty: 4394.173828
	Iteration 36Q: 3 clusters Score -700117.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -700119.187500 Penalty: 4394.173828
	Iteration 37Q: 3 clusters Score -700119.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -700119.000000 Penalty: 4394.173828
	Iteration 38Q: 3 clusters Score -700119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -700120.437500 Penalty: 4394.173828
	Iteration 39Q: 3 clusters Score -700120.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -700120.625000 Penalty: 4394.173828
	Iteration 40F: 3 clusters Score -700120.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -700120.312500 Penalty: 4394.173828
	Iteration 41Q: 3 clusters Score -700120.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -700120.000000 Penalty: 4394.173828
	Iteration 42Q: 3 clusters Score -700120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -700121.375000 Penalty: 4394.173828
	Iteration 43Q: 3 clusters Score -700121.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -700124.500000 Penalty: 4394.173828
	Iteration 44Q: 3 clusters Score -700124.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -700123.750000 Penalty: 4394.173828
	Iteration 45Q: 3 clusters Score -700123.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -700123.125000 Penalty: 4394.173828
	Iteration 46Q: 3 clusters Score -700123.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -700122.937500 Penalty: 4394.173828
	Iteration 47Q: 3 clusters Score -700122.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -700123.937500 Penalty: 4394.173828
	Iteration 48Q: 3 clusters Score -700123.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -700124.750000 Penalty: 4394.173828
	Iteration 49Q: 3 clusters Score -700124.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -700123.437500 Penalty: 4394.173828
	Iteration 50Q: 3 clusters Score -700123.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -700125.062500 Penalty: 4394.173828
	Iteration 51Q: 3 clusters Score -700125.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -700129.062500 Penalty: 4394.173828
	Iteration 52Q: 3 clusters Score -700129.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -700132.750000 Penalty: 4394.173828
	Iteration 53Q: 3 clusters Score -700132.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -700135.437500 Penalty: 4394.173828
	Iteration 54Q: 3 clusters Score -700135.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -700139.625000 Penalty: 4394.173828
	Iteration 55Q: 3 clusters Score -700139.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -700142.750000 Penalty: 4394.173828
	Iteration 56Q: 3 clusters Score -700142.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -700145.625000 Penalty: 4394.173828
	Iteration 57Q: 3 clusters Score -700145.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -700148.875000 Penalty: 4394.173828
	Iteration 58Q: 3 clusters Score -700148.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -700154.625000 Penalty: 4394.173828
	Iteration 59Q: 3 clusters Score -700154.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -700168.812500 Penalty: 4394.173828
	Iteration 60F: 3 clusters Score -700168.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -700195.437500 Penalty: 4394.173828
	Iteration 61Q: 3 clusters Score -700195.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -700250.687500 Penalty: 4394.173828
	Iteration 62Q: 3 clusters Score -700250.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -700319.000000 Penalty: 4394.173828
	Iteration 63Q: 3 clusters Score -700319 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -700380.750000 Penalty: 4394.173828
	Iteration 64Q: 3 clusters Score -700380.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -700414.125000 Penalty: 4394.173828
	Iteration 65Q: 3 clusters Score -700414.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -700441.125000 Penalty: 4394.173828
	Iteration 66Q: 3 clusters Score -700441.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -700457.937500 Penalty: 4394.173828
	Iteration 67Q: 3 clusters Score -700457.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -700468.062500 Penalty: 4394.173828
	Iteration 68Q: 3 clusters Score -700468.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -700480.937500 Penalty: 4394.173828
	Iteration 69Q: 3 clusters Score -700480.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -700485.562500 Penalty: 4394.173828
	Iteration 70Q: 3 clusters Score -700485.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -700494.437500 Penalty: 4394.173828
	Iteration 71Q: 3 clusters Score -700494.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -700502.187500 Penalty: 4394.173828
	Iteration 72Q: 3 clusters Score -700502.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -700505.562500 Penalty: 4394.173828
	Iteration 73Q: 3 clusters Score -700505.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -700514.312500 Penalty: 4394.173828
	Iteration 74Q: 3 clusters Score -700514.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -700532.062500 Penalty: 4394.173828
	Iteration 75Q: 3 clusters Score -700532.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -700553.375000 Penalty: 4394.173828
	Iteration 76Q: 3 clusters Score -700553.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -700578.375000 Penalty: 4394.173828
	Iteration 77Q: 3 clusters Score -700578.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -700602.750000 Penalty: 4394.173828
	Iteration 78Q: 3 clusters Score -700602.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -700626.875000 Penalty: 4394.173828
	Iteration 79Q: 3 clusters Score -700626.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -700649.062500 Penalty: 4394.173828
	Iteration 80F: 3 clusters Score -700649.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -700665.687500 Penalty: 4394.173828
	Iteration 81Q: 3 clusters Score -700665.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -700679.750000 Penalty: 4394.173828
	Iteration 82Q: 3 clusters Score -700679.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -700698.875000 Penalty: 4394.173828
	Iteration 83Q: 3 clusters Score -700698.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -700708.562500 Penalty: 4394.173828
	Iteration 84Q: 3 clusters Score -700708.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -700711.750000 Penalty: 4394.173828
	Iteration 85Q: 3 clusters Score -700711.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -700717.812500 Penalty: 4394.173828
	Iteration 86Q: 3 clusters Score -700717.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -700719.562500 Penalty: 4394.173828
	Iteration 87Q: 3 clusters Score -700719.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -700721.812500 Penalty: 4394.173828
	Iteration 88Q: 3 clusters Score -700721.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -700722.937500 Penalty: 4394.173828
	Iteration 89Q: 3 clusters Score -700722.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -700724.312500 Penalty: 4394.173828
	Iteration 90Q: 3 clusters Score -700724.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -700723.687500 Penalty: 4394.173828
	Iteration 91Q: 3 clusters Score -700723.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -700724.625000 Penalty: 4394.173828
	Iteration 92Q: 3 clusters Score -700724.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -700727.000000 Penalty: 4394.173828
	Iteration 93Q: 3 clusters Score -700727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -700727.000000 Penalty: 4394.173828
	Iteration 94F: 3 clusters Score -700727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Entering Unmasked Estep 
Score: -33913.382812 Penalty: 1459.753784
	Iteration 0F: 2 clusters Score -33913.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -32576.832031 Penalty: 2919.507568
	Iteration 0F: 3 clusters Score -32576.83 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -32722.677734 Penalty: 2919.507568
	Iteration 1F: 3 clusters Score -32722.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -32764.429688 Penalty: 2919.507568
	Iteration 2F: 3 clusters Score -32764.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -32810.960938 Penalty: 2919.507568
	Iteration 3Q: 3 clusters Score -32810.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -32836.695312 Penalty: 2919.507568
	Iteration 4Q: 3 clusters Score -32836.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -32854.496094 Penalty: 2919.507568
	Iteration 5Q: 3 clusters Score -32854.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -32860.171875 Penalty: 2919.507568
	Iteration 6Q: 3 clusters Score -32860.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -32864.414062 Penalty: 2919.507568
	Iteration 7Q: 3 clusters Score -32864.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -32867.578125 Penalty: 2919.507568
	Iteration 8Q: 3 clusters Score -32867.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32874.546875 Penalty: 2919.507568
	Iteration 9Q: 3 clusters Score -32874.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -32885.660156 Penalty: 2919.507568
	Iteration 10Q: 3 clusters Score -32885.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -32897.617188 Penalty: 2919.507568
	Iteration 11Q: 3 clusters Score -32897.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -32900.925781 Penalty: 2919.507568
	Iteration 12Q: 3 clusters Score -32900.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -32904.230469 Penalty: 2919.507568
	Iteration 13Q: 3 clusters Score -32904.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -32905.625000 Penalty: 2919.507568
	Iteration 14Q: 3 clusters Score -32905.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -32908.054688 Penalty: 2919.507568
	Iteration 15Q: 3 clusters Score -32908.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -32910.171875 Penalty: 2919.507568
	Iteration 16Q: 3 clusters Score -32910.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -32912.355469 Penalty: 2919.507568
	Iteration 17Q: 3 clusters Score -32912.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -32912.355469 Penalty: 2919.507568
	Iteration 18F: 3 clusters Score -32912.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (75131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75131 members 
Entering Unmasked Estep 
Score: -8353288.500000 Penalty: 2784.293213
	Iteration 0F: 2 clusters Score -8353288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37486 members 
Mstep: Class 2 contains 37645 members 
Entering Unmasked Estep 
Score: -8302876.500000 Penalty: 5568.586426
	Iteration 0F: 3 clusters Score -8302876 nChanged 35212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -8322943.500000 Penalty: 5568.586426
	Iteration 1F: 3 clusters Score -8322944 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36825 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
Score: -8323540.000000 Penalty: 5568.586426
	Iteration 2Q: 3 clusters Score -8323540 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36340 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
Score: -8324159.000000 Penalty: 5568.586426
	Iteration 3Q: 3 clusters Score -8324159 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35593 members 
Mstep: Class 2 contains 39538 members 
Entering Unmasked Estep 
Score: -8324848.500000 Penalty: 5568.586426
	Iteration 4Q: 3 clusters Score -8324848 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 40538 members 
Entering Unmasked Estep 
Score: -8325631.000000 Penalty: 5568.586426
	Iteration 5Q: 3 clusters Score -8325631 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 41897 members 
Entering Unmasked Estep 
Score: -8326636.000000 Penalty: 5568.586426
	Iteration 6Q: 3 clusters Score -8326636 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -8328020.000000 Penalty: 5568.586426
	Iteration 7Q: 3 clusters Score -8328020 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 46133 members 
Entering Unmasked Estep 
Score: -8329799.500000 Penalty: 5568.586426
	Iteration 8Q: 3 clusters Score -8329800 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 49032 members 
Entering Unmasked Estep 
Score: -8332051.000000 Penalty: 5568.586426
	Iteration 9F: 3 clusters Score -8332051 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 52360 members 
Entering Unmasked Estep 
Score: -8334693.000000 Penalty: 5568.586426
	Iteration 10F: 3 clusters Score -8334693 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 55804 members 
Entering Unmasked Estep 
Score: -8337388.000000 Penalty: 5568.586426
	Iteration 11F: 3 clusters Score -8337388 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 59027 members 
Entering Unmasked Estep 
Score: -8339782.500000 Penalty: 5568.586426
	Iteration 12Q: 3 clusters Score -8339782 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 61987 members 
Entering Unmasked Estep 
Score: -8341910.500000 Penalty: 5568.586426
	Iteration 13Q: 3 clusters Score -8341910 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 64696 members 
Entering Unmasked Estep 
Score: -8343770.000000 Penalty: 5568.586426
	Iteration 14Q: 3 clusters Score -8343770 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 67122 members 
Entering Unmasked Estep 
Score: -8345488.000000 Penalty: 5568.586426
	Iteration 15Q: 3 clusters Score -8345488 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 69213 members 
Entering Unmasked Estep 
Score: -8346857.500000 Penalty: 5568.586426
	Iteration 16Q: 3 clusters Score -8346858 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 70927 members 
Entering Unmasked Estep 
Score: -8348030.000000 Penalty: 5568.586426
	Iteration 17Q: 3 clusters Score -8348030 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 72247 members 
Entering Unmasked Estep 
Score: -8348983.500000 Penalty: 5568.586426
	Iteration 18Q: 3 clusters Score -8348984 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 73202 members 
Entering Unmasked Estep 
Score: -8349630.000000 Penalty: 5568.586426
	Iteration 19Q: 3 clusters Score -8349630 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 73856 members 
Entering Unmasked Estep 
Score: -8350098.000000 Penalty: 5568.586426
	Iteration 20F: 3 clusters Score -8350098 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 74214 members 
Entering Unmasked Estep 
Score: -8350367.000000 Penalty: 5568.586426
	Iteration 21Q: 3 clusters Score -8350367 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 74422 members 
Entering Unmasked Estep 
Score: -8350500.000000 Penalty: 5568.586426
	Iteration 22Q: 3 clusters Score -8350500 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 74551 members 
Entering Unmasked Estep 
Score: -8350618.000000 Penalty: 5568.586426
	Iteration 23Q: 3 clusters Score -8350618 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 74624 members 
Entering Unmasked Estep 
Score: -8350695.500000 Penalty: 5568.586426
	Iteration 24Q: 3 clusters Score -8350696 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 74676 members 
Entering Unmasked Estep 
Score: -8350745.000000 Penalty: 5568.586426
	Iteration 25Q: 3 clusters Score -8350745 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 74698 members 
Entering Unmasked Estep 
Score: -8350768.000000 Penalty: 5568.586426
	Iteration 26Q: 3 clusters Score -8350768 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 74720 members 
Entering Unmasked Estep 
Score: -8350793.000000 Penalty: 5568.586426
	Iteration 27Q: 3 clusters Score -8350793 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 74737 members 
Entering Unmasked Estep 
Score: -8350797.000000 Penalty: 5568.586426
	Iteration 28Q: 3 clusters Score -8350797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 74741 members 
Entering Unmasked Estep 
Score: -8350804.500000 Penalty: 5568.586426
	Iteration 29Q: 3 clusters Score -8350804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 74747 members 
Entering Unmasked Estep 
Score: -8350821.000000 Penalty: 5568.586426
	Iteration 30Q: 3 clusters Score -8350821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 74752 members 
Entering Unmasked Estep 
Score: -8350832.500000 Penalty: 5568.586426
	Iteration 31Q: 3 clusters Score -8350832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 74753 members 
Entering Unmasked Estep 
Score: -8350837.000000 Penalty: 5568.586426
	Iteration 32Q: 3 clusters Score -8350837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 74755 members 
Entering Unmasked Estep 
Score: -8350827.500000 Penalty: 5568.586426
	Iteration 33Q: 3 clusters Score -8350828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 74757 members 
Entering Unmasked Estep 
Score: -8350836.000000 Penalty: 5568.586426
	Iteration 34Q: 3 clusters Score -8350836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 74759 members 
Entering Unmasked Estep 
Score: -8350848.500000 Penalty: 5568.586426
	Iteration 35Q: 3 clusters Score -8350848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 74759 members 
Entering Unmasked Estep 
Score: -8350847.500000 Penalty: 5568.586426
	Iteration 36Q: 3 clusters Score -8350848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 74763 members 
Entering Unmasked Estep 
Score: -8350852.000000 Penalty: 5568.586426
	Iteration 37Q: 3 clusters Score -8350852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 74765 members 
Entering Unmasked Estep 
Score: -8350856.000000 Penalty: 5568.586426
	Iteration 38Q: 3 clusters Score -8350856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 74767 members 
Entering Unmasked Estep 
Score: -8350858.000000 Penalty: 5568.586426
	Iteration 39Q: 3 clusters Score -8350858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 74767 members 
Entering Unmasked Estep 
Score: -8350858.000000 Penalty: 5568.586426
	Iteration 40F: 3 clusters Score -8350858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Entering Unmasked Estep 
Score: -269886.875000 Penalty: 1939.966309
	Iteration 0F: 2 clusters Score -269886.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -266959.531250 Penalty: 3879.932617
	Iteration 0F: 3 clusters Score -266959.5 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -267527.812500 Penalty: 3879.932617
	Iteration 1F: 3 clusters Score -267527.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -267676.406250 Penalty: 3879.932617
	Iteration 2F: 3 clusters Score -267676.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -267770.187500 Penalty: 3879.932617
	Iteration 3Q: 3 clusters Score -267770.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -267830.281250 Penalty: 3879.932617
	Iteration 4Q: 3 clusters Score -267830.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -267874.500000 Penalty: 3879.932617
	Iteration 5Q: 3 clusters Score -267874.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -267917.843750 Penalty: 3879.932617
	Iteration 6Q: 3 clusters Score -267917.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -267962.500000 Penalty: 3879.932617
	Iteration 7Q: 3 clusters Score -267962.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -268017.593750 Penalty: 3879.932617
	Iteration 8Q: 3 clusters Score -268017.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -268082.593750 Penalty: 3879.932617
	Iteration 9Q: 3 clusters Score -268082.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -268124.625000 Penalty: 3879.932617
	Iteration 10Q: 3 clusters Score -268124.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -268157.312500 Penalty: 3879.932617
	Iteration 11Q: 3 clusters Score -268157.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -268190.250000 Penalty: 3879.932617
	Iteration 12Q: 3 clusters Score -268190.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -268225.156250 Penalty: 3879.932617
	Iteration 13Q: 3 clusters Score -268225.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -268257.281250 Penalty: 3879.932617
	Iteration 14Q: 3 clusters Score -268257.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -268281.875000 Penalty: 3879.932617
	Iteration 15Q: 3 clusters Score -268281.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -268312.843750 Penalty: 3879.932617
	Iteration 16Q: 3 clusters Score -268312.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -268341.718750 Penalty: 3879.932617
	Iteration 17Q: 3 clusters Score -268341.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -268369.375000 Penalty: 3879.932617
	Iteration 18Q: 3 clusters Score -268369.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -268392.687500 Penalty: 3879.932617
	Iteration 19Q: 3 clusters Score -268392.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -268409.000000 Penalty: 3879.932617
	Iteration 20F: 3 clusters Score -268409 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -268418.406250 Penalty: 3879.932617
	Iteration 21Q: 3 clusters Score -268418.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -268422.187500 Penalty: 3879.932617
	Iteration 22Q: 3 clusters Score -268422.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -268425.593750 Penalty: 3879.932617
	Iteration 23Q: 3 clusters Score -268425.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -268428.593750 Penalty: 3879.932617
	Iteration 24Q: 3 clusters Score -268428.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -268433.531250 Penalty: 3879.932617
	Iteration 25Q: 3 clusters Score -268433.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -268436.000000 Penalty: 3879.932617
	Iteration 26Q: 3 clusters Score -268436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -268440.031250 Penalty: 3879.932617
	Iteration 27Q: 3 clusters Score -268440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -268444.843750 Penalty: 3879.932617
	Iteration 28Q: 3 clusters Score -268444.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -268449.468750 Penalty: 3879.932617
	Iteration 29Q: 3 clusters Score -268449.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -268453.031250 Penalty: 3879.932617
	Iteration 30Q: 3 clusters Score -268453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -268454.000000 Penalty: 3879.932617
	Iteration 31Q: 3 clusters Score -268454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -268455.125000 Penalty: 3879.932617
	Iteration 32Q: 3 clusters Score -268455.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -268455.625000 Penalty: 3879.932617
	Iteration 33Q: 3 clusters Score -268455.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -268455.625000 Penalty: 3879.932617
	Iteration 34F: 3 clusters Score -268455.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Entering Unmasked Estep 
Score: -1434890.875000 Penalty: 2357.079346
	Iteration 0F: 2 clusters Score -1434891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1425030.375000 Penalty: 4714.158691
	Iteration 0F: 3 clusters Score -1425030 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1428136.625000 Penalty: 4714.158691
	Iteration 1F: 3 clusters Score -1428137 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1428490.625000 Penalty: 4714.158691
	Iteration 2F: 3 clusters Score -1428491 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1428741.625000 Penalty: 4714.158691
	Iteration 3Q: 3 clusters Score -1428742 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1428970.750000 Penalty: 4714.158691
	Iteration 4Q: 3 clusters Score -1428971 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1429163.125000 Penalty: 4714.158691
	Iteration 5Q: 3 clusters Score -1429163 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1429379.250000 Penalty: 4714.158691
	Iteration 6Q: 3 clusters Score -1429379 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1429591.500000 Penalty: 4714.158691
	Iteration 7Q: 3 clusters Score -1429592 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1429778.500000 Penalty: 4714.158691
	Iteration 8Q: 3 clusters Score -1429778 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1429998.625000 Penalty: 4714.158691
	Iteration 9Q: 3 clusters Score -1429999 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1430241.375000 Penalty: 4714.158691
	Iteration 10Q: 3 clusters Score -1430241 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1430548.375000 Penalty: 4714.158691
	Iteration 11Q: 3 clusters Score -1430548 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1430896.500000 Penalty: 4714.158691
	Iteration 12Q: 3 clusters Score -1430896 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1431227.875000 Penalty: 4714.158691
	Iteration 13Q: 3 clusters Score -1431228 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1431542.250000 Penalty: 4714.158691
	Iteration 14Q: 3 clusters Score -1431542 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1431808.500000 Penalty: 4714.158691
	Iteration 15Q: 3 clusters Score -1431808 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1432023.000000 Penalty: 4714.158691
	Iteration 16Q: 3 clusters Score -1432023 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1432161.000000 Penalty: 4714.158691
	Iteration 17Q: 3 clusters Score -1432161 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1432268.250000 Penalty: 4714.158691
	Iteration 18Q: 3 clusters Score -1432268 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1432352.625000 Penalty: 4714.158691
	Iteration 19Q: 3 clusters Score -1432353 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1432416.625000 Penalty: 4714.158691
	Iteration 20F: 3 clusters Score -1432417 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1432480.500000 Penalty: 4714.158691
	Iteration 21Q: 3 clusters Score -1432480 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1432545.125000 Penalty: 4714.158691
	Iteration 22Q: 3 clusters Score -1432545 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1432608.625000 Penalty: 4714.158691
	Iteration 23Q: 3 clusters Score -1432609 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1432650.250000 Penalty: 4714.158691
	Iteration 24Q: 3 clusters Score -1432650 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1432698.250000 Penalty: 4714.158691
	Iteration 25Q: 3 clusters Score -1432698 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1432734.875000 Penalty: 4714.158691
	Iteration 26Q: 3 clusters Score -1432735 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1432782.125000 Penalty: 4714.158691
	Iteration 27Q: 3 clusters Score -1432782 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1432816.125000 Penalty: 4714.158691
	Iteration 28Q: 3 clusters Score -1432816 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1432847.875000 Penalty: 4714.158691
	Iteration 29Q: 3 clusters Score -1432848 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1432883.375000 Penalty: 4714.158691
	Iteration 30Q: 3 clusters Score -1432883 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1432909.750000 Penalty: 4714.158691
	Iteration 31Q: 3 clusters Score -1432910 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1432927.250000 Penalty: 4714.158691
	Iteration 32Q: 3 clusters Score -1432927 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1432951.250000 Penalty: 4714.158691
	Iteration 33Q: 3 clusters Score -1432951 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1432970.750000 Penalty: 4714.158691
	Iteration 34Q: 3 clusters Score -1432971 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1433001.250000 Penalty: 4714.158691
	Iteration 35Q: 3 clusters Score -1433001 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1433011.750000 Penalty: 4714.158691
	Iteration 36Q: 3 clusters Score -1433012 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1433016.125000 Penalty: 4714.158691
	Iteration 37Q: 3 clusters Score -1433016 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1433027.125000 Penalty: 4714.158691
	Iteration 38Q: 3 clusters Score -1433027 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1433033.250000 Penalty: 4714.158691
	Iteration 39Q: 3 clusters Score -1433033 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1433036.750000 Penalty: 4714.158691
	Iteration 40F: 3 clusters Score -1433037 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1433047.875000 Penalty: 4714.158691
	Iteration 41Q: 3 clusters Score -1433048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1433047.125000 Penalty: 4714.158691
	Iteration 42Q: 3 clusters Score -1433047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1433050.500000 Penalty: 4714.158691
	Iteration 43Q: 3 clusters Score -1433050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1433050.625000 Penalty: 4714.158691
	Iteration 44Q: 3 clusters Score -1433051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1433053.000000 Penalty: 4714.158691
	Iteration 45Q: 3 clusters Score -1433053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1433056.125000 Penalty: 4714.158691
	Iteration 46Q: 3 clusters Score -1433056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1433055.125000 Penalty: 4714.158691
	Iteration 47Q: 3 clusters Score -1433055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1433052.125000 Penalty: 4714.158691
	Iteration 48Q: 3 clusters Score -1433052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1433052.875000 Penalty: 4714.158691
	Iteration 49Q: 3 clusters Score -1433053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1433053.875000 Penalty: 4714.158691
	Iteration 50Q: 3 clusters Score -1433054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1433053.875000 Penalty: 4714.158691
	Iteration 51Q: 3 clusters Score -1433054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1433053.875000 Penalty: 4714.158691
	Iteration 52F: 3 clusters Score -1433054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Entering Unmasked Estep 
Score: -167606.843750 Penalty: 1826.878418
	Iteration 0F: 2 clusters Score -167606.8 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 783 members 
Entering Unmasked Estep 
Score: -165214.031250 Penalty: 3653.756836
	Iteration 0F: 3 clusters Score -165214 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -165577.031250 Penalty: 3653.756836
	Iteration 1F: 3 clusters Score -165577 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -165683.859375 Penalty: 3653.756836
	Iteration 2F: 3 clusters Score -165683.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -165751.703125 Penalty: 3653.756836
	Iteration 3Q: 3 clusters Score -165751.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -165789.593750 Penalty: 3653.756836
	Iteration 4Q: 3 clusters Score -165789.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -165819.125000 Penalty: 3653.756836
	Iteration 5Q: 3 clusters Score -165819.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -165841.968750 Penalty: 3653.756836
	Iteration 6Q: 3 clusters Score -165842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -165854.984375 Penalty: 3653.756836
	Iteration 7Q: 3 clusters Score -165855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -165865.421875 Penalty: 3653.756836
	Iteration 8Q: 3 clusters Score -165865.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -165875.078125 Penalty: 3653.756836
	Iteration 9Q: 3 clusters Score -165875.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -165879.828125 Penalty: 3653.756836
	Iteration 10Q: 3 clusters Score -165879.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -165886.421875 Penalty: 3653.756836
	Iteration 11Q: 3 clusters Score -165886.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -165890.968750 Penalty: 3653.756836
	Iteration 12Q: 3 clusters Score -165891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -165891.953125 Penalty: 3653.756836
	Iteration 13Q: 3 clusters Score -165892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -165892.687500 Penalty: 3653.756836
	Iteration 14Q: 3 clusters Score -165892.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -165892.750000 Penalty: 3653.756836
	Iteration 15Q: 3 clusters Score -165892.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -165894.859375 Penalty: 3653.756836
	Iteration 16Q: 3 clusters Score -165894.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -165896.484375 Penalty: 3653.756836
	Iteration 17Q: 3 clusters Score -165896.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -165896.484375 Penalty: 3653.756836
	Iteration 18F: 3 clusters Score -165896.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -13971.347656 Penalty: 1280.866943
	Iteration 0F: 2 clusters Score -13971.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12993.559570 Penalty: 2561.733887
	Iteration 0F: 3 clusters Score -12993.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -13066.313477 Penalty: 2561.733887
	Iteration 1F: 3 clusters Score -13066.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -13086.927734 Penalty: 2561.733887
	Iteration 2Q: 3 clusters Score -13086.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -13093.272461 Penalty: 2561.733887
	Iteration 3Q: 3 clusters Score -13093.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13096.481445 Penalty: 2561.733887
	Iteration 4Q: 3 clusters Score -13096.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13096.481445 Penalty: 2561.733887
	Iteration 5F: 3 clusters Score -13096.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37664 members 
Entering Unmasked Estep 
Score: -4154649.500000 Penalty: 2613.041992
	Iteration 0F: 2 clusters Score -4154650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -4128932.500000 Penalty: 5226.083984
	Iteration 0F: 3 clusters Score -4128932 nChanged 17273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -4138441.250000 Penalty: 5226.083984
	Iteration 1F: 3 clusters Score -4138441 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -4138936.250000 Penalty: 5226.083984
	Iteration 2Q: 3 clusters Score -4138936 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -4139389.750000 Penalty: 5226.083984
	Iteration 3Q: 3 clusters Score -4139390 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -4139818.500000 Penalty: 5226.083984
	Iteration 4Q: 3 clusters Score -4139818 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -4140242.000000 Penalty: 5226.083984
	Iteration 5Q: 3 clusters Score -4140242 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -4140720.000000 Penalty: 5226.083984
	Iteration 6Q: 3 clusters Score -4140720 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -4141195.750000 Penalty: 5226.083984
	Iteration 7Q: 3 clusters Score -4141196 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -4141773.250000 Penalty: 5226.083984
	Iteration 8Q: 3 clusters Score -4141773 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -4142492.000000 Penalty: 5226.083984
	Iteration 9Q: 3 clusters Score -4142492 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -4143399.250000 Penalty: 5226.083984
	Iteration 10Q: 3 clusters Score -4143399 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -4144568.500000 Penalty: 5226.083984
	Iteration 11F: 3 clusters Score -4144568 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -4145996.500000 Penalty: 5226.083984
	Iteration 12F: 3 clusters Score -4145996 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 31409 members 
Entering Unmasked Estep 
Score: -4147535.000000 Penalty: 5226.083984
	Iteration 13F: 3 clusters Score -4147535 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 33176 members 
Entering Unmasked Estep 
Score: -4149024.000000 Penalty: 5226.083984
	Iteration 14Q: 3 clusters Score -4149024 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 34617 members 
Entering Unmasked Estep 
Score: -4150280.000000 Penalty: 5226.083984
	Iteration 15Q: 3 clusters Score -4150280 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 35576 members 
Entering Unmasked Estep 
Score: -4151071.500000 Penalty: 5226.083984
	Iteration 16Q: 3 clusters Score -4151072 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 36178 members 
Entering Unmasked Estep 
Score: -4151527.250000 Penalty: 5226.083984
	Iteration 17Q: 3 clusters Score -4151527 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 36525 members 
Entering Unmasked Estep 
Score: -4151791.250000 Penalty: 5226.083984
	Iteration 18Q: 3 clusters Score -4151791 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -4151983.750000 Penalty: 5226.083984
	Iteration 19Q: 3 clusters Score -4151984 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 36873 members 
Entering Unmasked Estep 
Score: -4152099.500000 Penalty: 5226.083984
	Iteration 20F: 3 clusters Score -4152100 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -4152174.750000 Penalty: 5226.083984
	Iteration 21Q: 3 clusters Score -4152175 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 37034 members 
Entering Unmasked Estep 
Score: -4152232.250000 Penalty: 5226.083984
	Iteration 22Q: 3 clusters Score -4152232 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 37079 members 
Entering Unmasked Estep 
Score: -4152270.750000 Penalty: 5226.083984
	Iteration 23Q: 3 clusters Score -4152271 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 37105 members 
Entering Unmasked Estep 
Score: -4152288.500000 Penalty: 5226.083984
	Iteration 24Q: 3 clusters Score -4152288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -4152316.750000 Penalty: 5226.083984
	Iteration 25Q: 3 clusters Score -4152317 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 37141 members 
Entering Unmasked Estep 
Score: -4152326.750000 Penalty: 5226.083984
	Iteration 26Q: 3 clusters Score -4152327 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 37153 members 
Entering Unmasked Estep 
Score: -4152331.750000 Penalty: 5226.083984
	Iteration 27Q: 3 clusters Score -4152332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -4152341.000000 Penalty: 5226.083984
	Iteration 28Q: 3 clusters Score -4152341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 37174 members 
Entering Unmasked Estep 
Score: -4152347.500000 Penalty: 5226.083984
	Iteration 29Q: 3 clusters Score -4152348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -4152353.250000 Penalty: 5226.083984
	Iteration 30Q: 3 clusters Score -4152353 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
Score: -4152364.500000 Penalty: 5226.083984
	Iteration 31Q: 3 clusters Score -4152364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -4152372.250000 Penalty: 5226.083984
	Iteration 32Q: 3 clusters Score -4152372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -4152380.250000 Penalty: 5226.083984
	Iteration 33Q: 3 clusters Score -4152380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -4152390.500000 Penalty: 5226.083984
	Iteration 34Q: 3 clusters Score -4152390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -4152401.000000 Penalty: 5226.083984
	Iteration 35Q: 3 clusters Score -4152401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 37226 members 
Entering Unmasked Estep 
Score: -4152407.750000 Penalty: 5226.083984
	Iteration 36Q: 3 clusters Score -4152408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -4152407.250000 Penalty: 5226.083984
	Iteration 37Q: 3 clusters Score -4152407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 37232 members 
Entering Unmasked Estep 
Score: -4152406.000000 Penalty: 5226.083984
	Iteration 38Q: 3 clusters Score -4152406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 37232 members 
Entering Unmasked Estep 
Score: -4152406.000000 Penalty: 5226.083984
	Iteration 39F: 3 clusters Score -4152406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Entering Unmasked Estep 
Score: -225557.375000 Penalty: 1889.204346
	Iteration 0F: 2 clusters Score -225557.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -222888.656250 Penalty: 3778.408691
	Iteration 0F: 3 clusters Score -222888.7 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -223355.234375 Penalty: 3778.408691
	Iteration 1F: 3 clusters Score -223355.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -223486.593750 Penalty: 3778.408691
	Iteration 2F: 3 clusters Score -223486.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -223552.125000 Penalty: 3778.408691
	Iteration 3Q: 3 clusters Score -223552.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -223601.734375 Penalty: 3778.408691
	Iteration 4Q: 3 clusters Score -223601.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -223645.359375 Penalty: 3778.408691
	Iteration 5Q: 3 clusters Score -223645.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -223678.640625 Penalty: 3778.408691
	Iteration 6Q: 3 clusters Score -223678.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -223703.625000 Penalty: 3778.408691
	Iteration 7Q: 3 clusters Score -223703.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -223718.593750 Penalty: 3778.408691
	Iteration 8Q: 3 clusters Score -223718.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -223727.781250 Penalty: 3778.408691
	Iteration 9Q: 3 clusters Score -223727.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -223731.265625 Penalty: 3778.408691
	Iteration 10Q: 3 clusters Score -223731.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -223734.015625 Penalty: 3778.408691
	Iteration 11Q: 3 clusters Score -223734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -223737.203125 Penalty: 3778.408691
	Iteration 12Q: 3 clusters Score -223737.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -223741.437500 Penalty: 3778.408691
	Iteration 13Q: 3 clusters Score -223741.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -223745.953125 Penalty: 3778.408691
	Iteration 14Q: 3 clusters Score -223746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -223748.468750 Penalty: 3778.408691
	Iteration 15Q: 3 clusters Score -223748.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -223750.671875 Penalty: 3778.408691
	Iteration 16Q: 3 clusters Score -223750.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -223752.375000 Penalty: 3778.408691
	Iteration 17Q: 3 clusters Score -223752.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -223754.500000 Penalty: 3778.408691
	Iteration 18Q: 3 clusters Score -223754.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -223754.812500 Penalty: 3778.408691
	Iteration 19Q: 3 clusters Score -223754.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -223754.812500 Penalty: 3778.408691
	Iteration 20F: 3 clusters Score -223754.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (139880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139880 members 
Entering Unmasked Estep 
Score: -14326409.000000 Penalty: 2938.437988
	Iteration 0F: 2 clusters Score -1.432641e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69942 members 
Mstep: Class 2 contains 69938 members 
Entering Unmasked Estep 
Score: -14233263.000000 Penalty: 5876.875977
	Iteration 0F: 3 clusters Score -1.423326e+07 nChanged 66923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68339 members 
Mstep: Class 2 contains 71541 members 
Entering Unmasked Estep 
Score: -14272406.000000 Penalty: 5876.875977
	Iteration 1F: 3 clusters Score -1.427241e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67565 members 
Mstep: Class 2 contains 72315 members 
Entering Unmasked Estep 
Score: -14274748.000000 Penalty: 5876.875977
	Iteration 2Q: 3 clusters Score -1.427475e+07 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66329 members 
Mstep: Class 2 contains 73551 members 
Entering Unmasked Estep 
Score: -14277757.000000 Penalty: 5876.875977
	Iteration 3Q: 3 clusters Score -1.427776e+07 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64546 members 
Mstep: Class 2 contains 75334 members 
Entering Unmasked Estep 
Score: -14282191.000000 Penalty: 5876.875977
	Iteration 4F: 3 clusters Score -1.428219e+07 nChanged 8704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62202 members 
Mstep: Class 2 contains 77678 members 
Entering Unmasked Estep 
Score: -14287271.000000 Penalty: 5876.875977
	Iteration 5F: 3 clusters Score -1.428727e+07 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59555 members 
Mstep: Class 2 contains 80325 members 
Entering Unmasked Estep 
Score: -14292970.000000 Penalty: 5876.875977
	Iteration 6F: 3 clusters Score -1.429297e+07 nChanged 8481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56950 members 
Mstep: Class 2 contains 82930 members 
Entering Unmasked Estep 
Score: -14297675.000000 Penalty: 5876.875977
	Iteration 7F: 3 clusters Score -1.429768e+07 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54681 members 
Mstep: Class 2 contains 85199 members 
Entering Unmasked Estep 
Score: -14301480.000000 Penalty: 5876.875977
	Iteration 8F: 3 clusters Score -1.430148e+07 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52675 members 
Mstep: Class 2 contains 87205 members 
Entering Unmasked Estep 
Score: -14304477.000000 Penalty: 5876.875977
	Iteration 9Q: 3 clusters Score -1.430448e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50697 members 
Mstep: Class 2 contains 89183 members 
Entering Unmasked Estep 
Score: -14306864.000000 Penalty: 5876.875977
	Iteration 10Q: 3 clusters Score -1.430686e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48689 members 
Mstep: Class 2 contains 91191 members 
Entering Unmasked Estep 
Score: -14308440.000000 Penalty: 5876.875977
	Iteration 11Q: 3 clusters Score -1.430844e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46657 members 
Mstep: Class 2 contains 93223 members 
Entering Unmasked Estep 
Score: -14309710.000000 Penalty: 5876.875977
	Iteration 12Q: 3 clusters Score -1.430971e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44701 members 
Mstep: Class 2 contains 95179 members 
Entering Unmasked Estep 
Score: -14310722.000000 Penalty: 5876.875977
	Iteration 13Q: 3 clusters Score -1.431072e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42711 members 
Mstep: Class 2 contains 97169 members 
Entering Unmasked Estep 
Score: -14311520.000000 Penalty: 5876.875977
	Iteration 14Q: 3 clusters Score -1.431152e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40732 members 
Mstep: Class 2 contains 99148 members 
Entering Unmasked Estep 
Score: -14312209.000000 Penalty: 5876.875977
	Iteration 15Q: 3 clusters Score -1.431221e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38772 members 
Mstep: Class 2 contains 101108 members 
Entering Unmasked Estep 
Score: -14312855.000000 Penalty: 5876.875977
	Iteration 16Q: 3 clusters Score -1.431286e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36800 members 
Mstep: Class 2 contains 103080 members 
Entering Unmasked Estep 
Score: -14313650.000000 Penalty: 5876.875977
	Iteration 17Q: 3 clusters Score -1.431365e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 105112 members 
Entering Unmasked Estep 
Score: -14314290.000000 Penalty: 5876.875977
	Iteration 18Q: 3 clusters Score -1.431429e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32797 members 
Mstep: Class 2 contains 107083 members 
Entering Unmasked Estep 
Score: -14314925.000000 Penalty: 5876.875977
	Iteration 19Q: 3 clusters Score -1.431492e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 109082 members 
Entering Unmasked Estep 
Score: -14315540.000000 Penalty: 5876.875977
	Iteration 20F: 3 clusters Score -1.431554e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 111122 members 
Entering Unmasked Estep 
Score: -14316385.000000 Penalty: 5876.875977
	Iteration 21Q: 3 clusters Score -1.431638e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 113154 members 
Entering Unmasked Estep 
Score: -14317129.000000 Penalty: 5876.875977
	Iteration 22Q: 3 clusters Score -1.431713e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 115078 members 
Entering Unmasked Estep 
Score: -14317915.000000 Penalty: 5876.875977
	Iteration 23Q: 3 clusters Score -1.431792e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 116927 members 
Entering Unmasked Estep 
Score: -14318599.000000 Penalty: 5876.875977
	Iteration 24Q: 3 clusters Score -1.43186e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 118670 members 
Entering Unmasked Estep 
Score: -14319304.000000 Penalty: 5876.875977
	Iteration 25Q: 3 clusters Score -1.43193e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 120294 members 
Entering Unmasked Estep 
Score: -14320072.000000 Penalty: 5876.875977
	Iteration 26Q: 3 clusters Score -1.432007e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 121862 members 
Entering Unmasked Estep 
Score: -14320798.000000 Penalty: 5876.875977
	Iteration 27Q: 3 clusters Score -1.43208e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 123391 members 
Entering Unmasked Estep 
Score: -14321507.000000 Penalty: 5876.875977
	Iteration 28Q: 3 clusters Score -1.432151e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 124772 members 
Entering Unmasked Estep 
Score: -14322163.000000 Penalty: 5876.875977
	Iteration 29Q: 3 clusters Score -1.432216e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 126044 members 
Entering Unmasked Estep 
Score: -14322701.000000 Penalty: 5876.875977
	Iteration 30Q: 3 clusters Score -1.43227e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 127182 members 
Entering Unmasked Estep 
Score: -14323257.000000 Penalty: 5876.875977
	Iteration 31Q: 3 clusters Score -1.432326e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 128160 members 
Entering Unmasked Estep 
Score: -14323705.000000 Penalty: 5876.875977
	Iteration 32Q: 3 clusters Score -1.43237e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 128992 members 
Entering Unmasked Estep 
Score: -14324172.000000 Penalty: 5876.875977
	Iteration 33Q: 3 clusters Score -1.432417e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 129702 members 
Entering Unmasked Estep 
Score: -14324400.000000 Penalty: 5876.875977
	Iteration 34Q: 3 clusters Score -1.43244e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 130235 members 
Entering Unmasked Estep 
Score: -14324616.000000 Penalty: 5876.875977
	Iteration 35Q: 3 clusters Score -1.432462e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 130726 members 
Entering Unmasked Estep 
Score: -14324746.000000 Penalty: 5876.875977
	Iteration 36Q: 3 clusters Score -1.432475e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 131171 members 
Entering Unmasked Estep 
Score: -14324896.000000 Penalty: 5876.875977
	Iteration 37Q: 3 clusters Score -1.43249e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 131553 members 
Entering Unmasked Estep 
Score: -14324959.000000 Penalty: 5876.875977
	Iteration 38Q: 3 clusters Score -1.432496e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 131880 members 
Entering Unmasked Estep 
Score: -14325035.000000 Penalty: 5876.875977
	Iteration 39Q: 3 clusters Score -1.432504e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 132194 members 
Entering Unmasked Estep 
Score: -14325058.000000 Penalty: 5876.875977
	Iteration 40F: 3 clusters Score -1.432506e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 132451 members 
Entering Unmasked Estep 
Score: -14325097.000000 Penalty: 5876.875977
	Iteration 41Q: 3 clusters Score -1.43251e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 132678 members 
Entering Unmasked Estep 
Score: -14325133.000000 Penalty: 5876.875977
	Iteration 42Q: 3 clusters Score -1.432513e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 132856 members 
Entering Unmasked Estep 
Score: -14325186.000000 Penalty: 5876.875977
	Iteration 43Q: 3 clusters Score -1.432519e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 132987 members 
Entering Unmasked Estep 
Score: -14325182.000000 Penalty: 5876.875977
	Iteration 44Q: 3 clusters Score -1.432518e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 133092 members 
Entering Unmasked Estep 
Score: -14325255.000000 Penalty: 5876.875977
	Iteration 45Q: 3 clusters Score -1.432526e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 133194 members 
Entering Unmasked Estep 
Score: -14325271.000000 Penalty: 5876.875977
	Iteration 46Q: 3 clusters Score -1.432527e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 133290 members 
Entering Unmasked Estep 
Score: -14325296.000000 Penalty: 5876.875977
	Iteration 47Q: 3 clusters Score -1.43253e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 133397 members 
Entering Unmasked Estep 
Score: -14325381.000000 Penalty: 5876.875977
	Iteration 48Q: 3 clusters Score -1.432538e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 133504 members 
Entering Unmasked Estep 
Score: -14325364.000000 Penalty: 5876.875977
	Iteration 49Q: 3 clusters Score -1.432536e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 133575 members 
Entering Unmasked Estep 
Score: -14325395.000000 Penalty: 5876.875977
	Iteration 50Q: 3 clusters Score -1.43254e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 133634 members 
Entering Unmasked Estep 
Score: -14325419.000000 Penalty: 5876.875977
	Iteration 51Q: 3 clusters Score -1.432542e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 133691 members 
Entering Unmasked Estep 
Score: -14325336.000000 Penalty: 5876.875977
	Iteration 52Q: 3 clusters Score -1.432534e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 133742 members 
Entering Unmasked Estep 
Score: -14325359.000000 Penalty: 5876.875977
	Iteration 53Q: 3 clusters Score -1.432536e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 133794 members 
Entering Unmasked Estep 
Score: -14325484.000000 Penalty: 5876.875977
	Iteration 54Q: 3 clusters Score -1.432548e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 133831 members 
Entering Unmasked Estep 
Score: -14325499.000000 Penalty: 5876.875977
	Iteration 55Q: 3 clusters Score -1.43255e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 133865 members 
Entering Unmasked Estep 
Score: -14325463.000000 Penalty: 5876.875977
	Iteration 56Q: 3 clusters Score -1.432546e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 133895 members 
Entering Unmasked Estep 
Score: -14325344.000000 Penalty: 5876.875977
	Iteration 57Q: 3 clusters Score -1.432534e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 133922 members 
Entering Unmasked Estep 
Score: -14325366.000000 Penalty: 5876.875977
	Iteration 58Q: 3 clusters Score -1.432537e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 133941 members 
Entering Unmasked Estep 
Score: -14325409.000000 Penalty: 5876.875977
	Iteration 59Q: 3 clusters Score -1.432541e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 133953 members 
Entering Unmasked Estep 
Score: -14325468.000000 Penalty: 5876.875977
	Iteration 60F: 3 clusters Score -1.432547e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 133966 members 
Entering Unmasked Estep 
Score: -14325497.000000 Penalty: 5876.875977
	Iteration 61Q: 3 clusters Score -1.43255e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 133979 members 
Entering Unmasked Estep 
Score: -14325446.000000 Penalty: 5876.875977
	Iteration 62Q: 3 clusters Score -1.432545e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 133997 members 
Entering Unmasked Estep 
Score: -14325502.000000 Penalty: 5876.875977
	Iteration 63Q: 3 clusters Score -1.43255e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 134013 members 
Entering Unmasked Estep 
Score: -14325463.000000 Penalty: 5876.875977
	Iteration 64Q: 3 clusters Score -1.432546e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 134025 members 
Entering Unmasked Estep 
Score: -14325507.000000 Penalty: 5876.875977
	Iteration 65Q: 3 clusters Score -1.432551e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 134040 members 
Entering Unmasked Estep 
Score: -14325498.000000 Penalty: 5876.875977
	Iteration 66Q: 3 clusters Score -1.43255e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 134060 members 
Entering Unmasked Estep 
Score: -14325475.000000 Penalty: 5876.875977
	Iteration 67Q: 3 clusters Score -1.432548e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 134069 members 
Entering Unmasked Estep 
Score: -14325484.000000 Penalty: 5876.875977
	Iteration 68Q: 3 clusters Score -1.432548e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 134080 members 
Entering Unmasked Estep 
Score: -14325461.000000 Penalty: 5876.875977
	Iteration 69Q: 3 clusters Score -1.432546e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 134089 members 
Entering Unmasked Estep 
Score: -14325455.000000 Penalty: 5876.875977
	Iteration 70Q: 3 clusters Score -1.432546e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 134097 members 
Entering Unmasked Estep 
Score: -14325479.000000 Penalty: 5876.875977
	Iteration 71Q: 3 clusters Score -1.432548e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 134112 members 
Entering Unmasked Estep 
Score: -14325505.000000 Penalty: 5876.875977
	Iteration 72Q: 3 clusters Score -1.43255e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 134126 members 
Entering Unmasked Estep 
Score: -14325494.000000 Penalty: 5876.875977
	Iteration 73Q: 3 clusters Score -1.432549e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 134137 members 
Entering Unmasked Estep 
Score: -14325477.000000 Penalty: 5876.875977
	Iteration 74Q: 3 clusters Score -1.432548e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 134144 members 
Entering Unmasked Estep 
Score: -14325486.000000 Penalty: 5876.875977
	Iteration 75Q: 3 clusters Score -1.432549e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 134158 members 
Entering Unmasked Estep 
Score: -14325461.000000 Penalty: 5876.875977
	Iteration 76Q: 3 clusters Score -1.432546e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 134167 members 
Entering Unmasked Estep 
Score: -14325454.000000 Penalty: 5876.875977
	Iteration 77Q: 3 clusters Score -1.432545e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 134177 members 
Entering Unmasked Estep 
Score: -14325495.000000 Penalty: 5876.875977
	Iteration 78Q: 3 clusters Score -1.43255e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 134185 members 
Entering Unmasked Estep 
Score: -14325501.000000 Penalty: 5876.875977
	Iteration 79Q: 3 clusters Score -1.43255e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 134193 members 
Entering Unmasked Estep 
Score: -14325507.000000 Penalty: 5876.875977
	Iteration 80F: 3 clusters Score -1.432551e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 134201 members 
Entering Unmasked Estep 
Score: -14325510.000000 Penalty: 5876.875977
	Iteration 81Q: 3 clusters Score -1.432551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 134206 members 
Entering Unmasked Estep 
Score: -14325500.000000 Penalty: 5876.875977
	Iteration 82Q: 3 clusters Score -1.43255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 134207 members 
Entering Unmasked Estep 
Score: -14325504.000000 Penalty: 5876.875977
	Iteration 83Q: 3 clusters Score -1.43255e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 134207 members 
Entering Unmasked Estep 
Score: -14325504.000000 Penalty: 5876.875977
	Iteration 84F: 3 clusters Score -1.43255e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Entering Unmasked Estep 
Score: -349090.718750 Penalty: 2010.565186
	Iteration 0F: 2 clusters Score -349090.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -345646.750000 Penalty: 4021.130371
	Iteration 0F: 3 clusters Score -345646.8 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -346359.968750 Penalty: 4021.130371
	Iteration 1F: 3 clusters Score -346360 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -346529.218750 Penalty: 4021.130371
	Iteration 2F: 3 clusters Score -346529.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -346640.812500 Penalty: 4021.130371
	Iteration 3Q: 3 clusters Score -346640.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -346740.687500 Penalty: 4021.130371
	Iteration 4Q: 3 clusters Score -346740.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -346823.031250 Penalty: 4021.130371
	Iteration 5Q: 3 clusters Score -346823 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -346887.093750 Penalty: 4021.130371
	Iteration 6Q: 3 clusters Score -346887.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -346958.468750 Penalty: 4021.130371
	Iteration 7Q: 3 clusters Score -346958.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -347020.125000 Penalty: 4021.130371
	Iteration 8Q: 3 clusters Score -347020.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -347075.406250 Penalty: 4021.130371
	Iteration 9Q: 3 clusters Score -347075.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -347114.312500 Penalty: 4021.130371
	Iteration 10Q: 3 clusters Score -347114.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -347139.312500 Penalty: 4021.130371
	Iteration 11Q: 3 clusters Score -347139.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -347160.750000 Penalty: 4021.130371
	Iteration 12Q: 3 clusters Score -347160.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -347180.625000 Penalty: 4021.130371
	Iteration 13Q: 3 clusters Score -347180.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -347198.281250 Penalty: 4021.130371
	Iteration 14Q: 3 clusters Score -347198.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -347223.531250 Penalty: 4021.130371
	Iteration 15Q: 3 clusters Score -347223.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -347242.875000 Penalty: 4021.130371
	Iteration 16Q: 3 clusters Score -347242.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -347253.281250 Penalty: 4021.130371
	Iteration 17Q: 3 clusters Score -347253.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -347263.875000 Penalty: 4021.130371
	Iteration 18Q: 3 clusters Score -347263.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -347273.687500 Penalty: 4021.130371
	Iteration 19Q: 3 clusters Score -347273.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -347282.968750 Penalty: 4021.130371
	Iteration 20F: 3 clusters Score -347283 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -347291.031250 Penalty: 4021.130371
	Iteration 21Q: 3 clusters Score -347291 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -347301.187500 Penalty: 4021.130371
	Iteration 22Q: 3 clusters Score -347301.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -347308.875000 Penalty: 4021.130371
	Iteration 23Q: 3 clusters Score -347308.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -347318.687500 Penalty: 4021.130371
	Iteration 24Q: 3 clusters Score -347318.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -347325.406250 Penalty: 4021.130371
	Iteration 25Q: 3 clusters Score -347325.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -347328.781250 Penalty: 4021.130371
	Iteration 26Q: 3 clusters Score -347328.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -347331.343750 Penalty: 4021.130371
	Iteration 27Q: 3 clusters Score -347331.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -347336.750000 Penalty: 4021.130371
	Iteration 28Q: 3 clusters Score -347336.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -347343.281250 Penalty: 4021.130371
	Iteration 29Q: 3 clusters Score -347343.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -347348.781250 Penalty: 4021.130371
	Iteration 30Q: 3 clusters Score -347348.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -347353.125000 Penalty: 4021.130371
	Iteration 31Q: 3 clusters Score -347353.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -347360.593750 Penalty: 4021.130371
	Iteration 32Q: 3 clusters Score -347360.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -347369.343750 Penalty: 4021.130371
	Iteration 33Q: 3 clusters Score -347369.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -347374.093750 Penalty: 4021.130371
	Iteration 34Q: 3 clusters Score -347374.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -347377.437500 Penalty: 4021.130371
	Iteration 35Q: 3 clusters Score -347377.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -347381.718750 Penalty: 4021.130371
	Iteration 36Q: 3 clusters Score -347381.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -347387.562500 Penalty: 4021.130371
	Iteration 37Q: 3 clusters Score -347387.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -347394.781250 Penalty: 4021.130371
	Iteration 38Q: 3 clusters Score -347394.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -347396.906250 Penalty: 4021.130371
	Iteration 39Q: 3 clusters Score -347396.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -347397.343750 Penalty: 4021.130371
	Iteration 40F: 3 clusters Score -347397.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Entering Unmasked Estep 
Score: -1442399.000000 Penalty: 2352.847900
	Iteration 0F: 2 clusters Score -1442399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1432675.625000 Penalty: 4705.695801
	Iteration 0F: 3 clusters Score -1432676 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1435680.375000 Penalty: 4705.695801
	Iteration 1F: 3 clusters Score -1435680 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1436106.000000 Penalty: 4705.695801
	Iteration 2F: 3 clusters Score -1436106 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1436563.125000 Penalty: 4705.695801
	Iteration 3F: 3 clusters Score -1436563 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1437175.125000 Penalty: 4705.695801
	Iteration 4F: 3 clusters Score -1437175 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1438067.625000 Penalty: 4705.695801
	Iteration 5F: 3 clusters Score -1438068 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1439154.375000 Penalty: 4705.695801
	Iteration 6F: 3 clusters Score -1439154 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1439965.250000 Penalty: 4705.695801
	Iteration 7F: 3 clusters Score -1439965 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1440393.375000 Penalty: 4705.695801
	Iteration 8Q: 3 clusters Score -1440393 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1440609.125000 Penalty: 4705.695801
	Iteration 9Q: 3 clusters Score -1440609 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1440734.875000 Penalty: 4705.695801
	Iteration 10Q: 3 clusters Score -1440735 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1440812.750000 Penalty: 4705.695801
	Iteration 11Q: 3 clusters Score -1440813 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1440848.750000 Penalty: 4705.695801
	Iteration 12Q: 3 clusters Score -1440849 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1440869.875000 Penalty: 4705.695801
	Iteration 13Q: 3 clusters Score -1440870 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1440882.375000 Penalty: 4705.695801
	Iteration 14Q: 3 clusters Score -1440882 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1440894.500000 Penalty: 4705.695801
	Iteration 15Q: 3 clusters Score -1440894 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1440896.250000 Penalty: 4705.695801
	Iteration 16Q: 3 clusters Score -1440896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1440901.875000 Penalty: 4705.695801
	Iteration 17Q: 3 clusters Score -1440902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1440905.500000 Penalty: 4705.695801
	Iteration 18Q: 3 clusters Score -1440906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1440906.875000 Penalty: 4705.695801
	Iteration 19Q: 3 clusters Score -1440907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1440906.500000 Penalty: 4705.695801
	Iteration 20F: 3 clusters Score -1440906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1440907.000000 Penalty: 4705.695801
	Iteration 21Q: 3 clusters Score -1440907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1440908.250000 Penalty: 4705.695801
	Iteration 22Q: 3 clusters Score -1440908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1440910.250000 Penalty: 4705.695801
	Iteration 23Q: 3 clusters Score -1440910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1440908.500000 Penalty: 4705.695801
	Iteration 24Q: 3 clusters Score -1440908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1440909.000000 Penalty: 4705.695801
	Iteration 25Q: 3 clusters Score -1440909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1440909.000000 Penalty: 4705.695801
	Iteration 26F: 3 clusters Score -1440909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Entering Unmasked Estep 
Score: -323928.343750 Penalty: 1979.469849
	Iteration 0F: 2 clusters Score -323928.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -320717.437500 Penalty: 3958.939697
	Iteration 0F: 3 clusters Score -320717.4 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -321362.437500 Penalty: 3958.939697
	Iteration 1F: 3 clusters Score -321362.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -321512.281250 Penalty: 3958.939697
	Iteration 2F: 3 clusters Score -321512.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -321599.250000 Penalty: 3958.939697
	Iteration 3Q: 3 clusters Score -321599.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -321658.718750 Penalty: 3958.939697
	Iteration 4Q: 3 clusters Score -321658.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -321695.968750 Penalty: 3958.939697
	Iteration 5Q: 3 clusters Score -321696 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -321717.750000 Penalty: 3958.939697
	Iteration 6Q: 3 clusters Score -321717.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -321737.906250 Penalty: 3958.939697
	Iteration 7Q: 3 clusters Score -321737.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -321749.968750 Penalty: 3958.939697
	Iteration 8Q: 3 clusters Score -321750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -321757.875000 Penalty: 3958.939697
	Iteration 9Q: 3 clusters Score -321757.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -321762.000000 Penalty: 3958.939697
	Iteration 10Q: 3 clusters Score -321762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -321766.500000 Penalty: 3958.939697
	Iteration 11Q: 3 clusters Score -321766.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -321769.906250 Penalty: 3958.939697
	Iteration 12Q: 3 clusters Score -321769.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -321773.843750 Penalty: 3958.939697
	Iteration 13Q: 3 clusters Score -321773.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -321777.718750 Penalty: 3958.939697
	Iteration 14Q: 3 clusters Score -321777.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -321780.093750 Penalty: 3958.939697
	Iteration 15Q: 3 clusters Score -321780.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -321783.031250 Penalty: 3958.939697
	Iteration 16Q: 3 clusters Score -321783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -321785.000000 Penalty: 3958.939697
	Iteration 17Q: 3 clusters Score -321785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -321785.875000 Penalty: 3958.939697
	Iteration 18Q: 3 clusters Score -321785.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -321787.625000 Penalty: 3958.939697
	Iteration 19Q: 3 clusters Score -321787.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -321788.875000 Penalty: 3958.939697
	Iteration 20F: 3 clusters Score -321788.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -321792.093750 Penalty: 3958.939697
	Iteration 21Q: 3 clusters Score -321792.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -321792.718750 Penalty: 3958.939697
	Iteration 22Q: 3 clusters Score -321792.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -321793.531250 Penalty: 3958.939697
	Iteration 23Q: 3 clusters Score -321793.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -321793.531250 Penalty: 3958.939697
	Iteration 24F: 3 clusters Score -321793.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Entering Unmasked Estep 
Score: -876235.187500 Penalty: 2232.883301
	Iteration 0F: 2 clusters Score -876235.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -869757.437500 Penalty: 4465.766602
	Iteration 0F: 3 clusters Score -869757.4 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -871586.187500 Penalty: 4465.766602
	Iteration 1F: 3 clusters Score -871586.2 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -871937.875000 Penalty: 4465.766602
	Iteration 2F: 3 clusters Score -871937.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -872260.375000 Penalty: 4465.766602
	Iteration 3F: 3 clusters Score -872260.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -872571.687500 Penalty: 4465.766602
	Iteration 4F: 3 clusters Score -872571.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -872898.375000 Penalty: 4465.766602
	Iteration 5F: 3 clusters Score -872898.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -873208.500000 Penalty: 4465.766602
	Iteration 6F: 3 clusters Score -873208.5 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -873507.062500 Penalty: 4465.766602
	Iteration 7Q: 3 clusters Score -873507.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -873776.875000 Penalty: 4465.766602
	Iteration 8Q: 3 clusters Score -873776.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -874033.937500 Penalty: 4465.766602
	Iteration 9Q: 3 clusters Score -874033.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -874305.375000 Penalty: 4465.766602
	Iteration 10Q: 3 clusters Score -874305.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -874579.250000 Penalty: 4465.766602
	Iteration 11Q: 3 clusters Score -874579.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -874764.500000 Penalty: 4465.766602
	Iteration 12Q: 3 clusters Score -874764.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -874882.437500 Penalty: 4465.766602
	Iteration 13Q: 3 clusters Score -874882.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -874925.687500 Penalty: 4465.766602
	Iteration 14Q: 3 clusters Score -874925.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -874951.687500 Penalty: 4465.766602
	Iteration 15Q: 3 clusters Score -874951.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -874972.062500 Penalty: 4465.766602
	Iteration 16Q: 3 clusters Score -874972.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -874992.750000 Penalty: 4465.766602
	Iteration 17Q: 3 clusters Score -874992.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -875023.250000 Penalty: 4465.766602
	Iteration 18Q: 3 clusters Score -875023.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -875059.687500 Penalty: 4465.766602
	Iteration 19Q: 3 clusters Score -875059.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -875098.875000 Penalty: 4465.766602
	Iteration 20F: 3 clusters Score -875098.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -875168.375000 Penalty: 4465.766602
	Iteration 21Q: 3 clusters Score -875168.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -875249.062500 Penalty: 4465.766602
	Iteration 22Q: 3 clusters Score -875249.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -875326.500000 Penalty: 4465.766602
	Iteration 23Q: 3 clusters Score -875326.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -875367.500000 Penalty: 4465.766602
	Iteration 24Q: 3 clusters Score -875367.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -875386.375000 Penalty: 4465.766602
	Iteration 25Q: 3 clusters Score -875386.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -875399.375000 Penalty: 4465.766602
	Iteration 26Q: 3 clusters Score -875399.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -875403.312500 Penalty: 4465.766602
	Iteration 27Q: 3 clusters Score -875403.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -875408.187500 Penalty: 4465.766602
	Iteration 28Q: 3 clusters Score -875408.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -875411.750000 Penalty: 4465.766602
	Iteration 29Q: 3 clusters Score -875411.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -875414.562500 Penalty: 4465.766602
	Iteration 30Q: 3 clusters Score -875414.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -875415.687500 Penalty: 4465.766602
	Iteration 31Q: 3 clusters Score -875415.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -875417.062500 Penalty: 4465.766602
	Iteration 32Q: 3 clusters Score -875417.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -875416.062500 Penalty: 4465.766602
	Iteration 33Q: 3 clusters Score -875416.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -875416.375000 Penalty: 4465.766602
	Iteration 34Q: 3 clusters Score -875416.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -875417.187500 Penalty: 4465.766602
	Iteration 35Q: 3 clusters Score -875417.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -875417.437500 Penalty: 4465.766602
	Iteration 36Q: 3 clusters Score -875417.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -875417.437500 Penalty: 4465.766602
	Iteration 37F: 3 clusters Score -875417.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Entering Unmasked Estep 
Score: -422572.531250 Penalty: 2055.494385
	Iteration 0F: 2 clusters Score -422572.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -418775.125000 Penalty: 4110.988770
	Iteration 0F: 3 clusters Score -418775.1 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -419679.968750 Penalty: 4110.988770
	Iteration 1F: 3 clusters Score -419680 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -419940.187500 Penalty: 4110.988770
	Iteration 2F: 3 clusters Score -419940.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -420173.281250 Penalty: 4110.988770
	Iteration 3F: 3 clusters Score -420173.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -420331.625000 Penalty: 4110.988770
	Iteration 4Q: 3 clusters Score -420331.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -420438.593750 Penalty: 4110.988770
	Iteration 5Q: 3 clusters Score -420438.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -420518.281250 Penalty: 4110.988770
	Iteration 6Q: 3 clusters Score -420518.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -420573.406250 Penalty: 4110.988770
	Iteration 7Q: 3 clusters Score -420573.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -420620.656250 Penalty: 4110.988770
	Iteration 8Q: 3 clusters Score -420620.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -420659.906250 Penalty: 4110.988770
	Iteration 9Q: 3 clusters Score -420659.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -420703.468750 Penalty: 4110.988770
	Iteration 10Q: 3 clusters Score -420703.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -420733.906250 Penalty: 4110.988770
	Iteration 11Q: 3 clusters Score -420733.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -420767.093750 Penalty: 4110.988770
	Iteration 12Q: 3 clusters Score -420767.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -420799.750000 Penalty: 4110.988770
	Iteration 13Q: 3 clusters Score -420799.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -420823.750000 Penalty: 4110.988770
	Iteration 14Q: 3 clusters Score -420823.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -420844.968750 Penalty: 4110.988770
	Iteration 15Q: 3 clusters Score -420845 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -420878.218750 Penalty: 4110.988770
	Iteration 16Q: 3 clusters Score -420878.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -420905.312500 Penalty: 4110.988770
	Iteration 17Q: 3 clusters Score -420905.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -420923.531250 Penalty: 4110.988770
	Iteration 18Q: 3 clusters Score -420923.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -420939.000000 Penalty: 4110.988770
	Iteration 19Q: 3 clusters Score -420939 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -420954.531250 Penalty: 4110.988770
	Iteration 20F: 3 clusters Score -420954.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -420969.187500 Penalty: 4110.988770
	Iteration 21Q: 3 clusters Score -420969.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -420985.812500 Penalty: 4110.988770
	Iteration 22Q: 3 clusters Score -420985.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -420997.468750 Penalty: 4110.988770
	Iteration 23Q: 3 clusters Score -420997.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -421008.281250 Penalty: 4110.988770
	Iteration 24Q: 3 clusters Score -421008.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -421015.187500 Penalty: 4110.988770
	Iteration 25Q: 3 clusters Score -421015.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -421019.875000 Penalty: 4110.988770
	Iteration 26Q: 3 clusters Score -421019.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -421025.781250 Penalty: 4110.988770
	Iteration 27Q: 3 clusters Score -421025.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -421031.000000 Penalty: 4110.988770
	Iteration 28Q: 3 clusters Score -421031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -421032.500000 Penalty: 4110.988770
	Iteration 29Q: 3 clusters Score -421032.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -421034.687500 Penalty: 4110.988770
	Iteration 30Q: 3 clusters Score -421034.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -421036.937500 Penalty: 4110.988770
	Iteration 31Q: 3 clusters Score -421036.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -421040.250000 Penalty: 4110.988770
	Iteration 32Q: 3 clusters Score -421040.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -421042.062500 Penalty: 4110.988770
	Iteration 33Q: 3 clusters Score -421042.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -421042.656250 Penalty: 4110.988770
	Iteration 34Q: 3 clusters Score -421042.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -421044.718750 Penalty: 4110.988770
	Iteration 35Q: 3 clusters Score -421044.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -421045.625000 Penalty: 4110.988770
	Iteration 36Q: 3 clusters Score -421045.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -421046.343750 Penalty: 4110.988770
	Iteration 37Q: 3 clusters Score -421046.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -421045.812500 Penalty: 4110.988770
	Iteration 38Q: 3 clusters Score -421045.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -421047.000000 Penalty: 4110.988770
	Iteration 39Q: 3 clusters Score -421047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -421048.500000 Penalty: 4110.988770
	Iteration 40F: 3 clusters Score -421048.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -421049.718750 Penalty: 4110.988770
	Iteration 41Q: 3 clusters Score -421049.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -421052.125000 Penalty: 4110.988770
	Iteration 42Q: 3 clusters Score -421052.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -421054.562500 Penalty: 4110.988770
	Iteration 43Q: 3 clusters Score -421054.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -421056.812500 Penalty: 4110.988770
	Iteration 44Q: 3 clusters Score -421056.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -421058.093750 Penalty: 4110.988770
	Iteration 45Q: 3 clusters Score -421058.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -421061.281250 Penalty: 4110.988770
	Iteration 46Q: 3 clusters Score -421061.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -421064.875000 Penalty: 4110.988770
	Iteration 47Q: 3 clusters Score -421064.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -421066.687500 Penalty: 4110.988770
	Iteration 48Q: 3 clusters Score -421066.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -421069.437500 Penalty: 4110.988770
	Iteration 49Q: 3 clusters Score -421069.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -421070.593750 Penalty: 4110.988770
	Iteration 50Q: 3 clusters Score -421070.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -421074.906250 Penalty: 4110.988770
	Iteration 51Q: 3 clusters Score -421074.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -421078.250000 Penalty: 4110.988770
	Iteration 52Q: 3 clusters Score -421078.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -421081.968750 Penalty: 4110.988770
	Iteration 53Q: 3 clusters Score -421082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -421084.906250 Penalty: 4110.988770
	Iteration 54Q: 3 clusters Score -421084.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -421087.968750 Penalty: 4110.988770
	Iteration 55Q: 3 clusters Score -421088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -421091.312500 Penalty: 4110.988770
	Iteration 56Q: 3 clusters Score -421091.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -421095.281250 Penalty: 4110.988770
	Iteration 57Q: 3 clusters Score -421095.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -421095.968750 Penalty: 4110.988770
	Iteration 58Q: 3 clusters Score -421096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -421097.843750 Penalty: 4110.988770
	Iteration 59Q: 3 clusters Score -421097.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -421098.937500 Penalty: 4110.988770
	Iteration 60F: 3 clusters Score -421098.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Entering Unmasked Estep 
Score: -438443.218750 Penalty: 2072.425537
	Iteration 0F: 2 clusters Score -438443.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -434405.937500 Penalty: 4144.851074
	Iteration 0F: 3 clusters Score -434405.9 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -435418.875000 Penalty: 4144.851074
	Iteration 1F: 3 clusters Score -435418.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -435886.125000 Penalty: 4144.851074
	Iteration 2F: 3 clusters Score -435886.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -436314.187500 Penalty: 4144.851074
	Iteration 3F: 3 clusters Score -436314.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -436704.843750 Penalty: 4144.851074
	Iteration 4F: 3 clusters Score -436704.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -436997.500000 Penalty: 4144.851074
	Iteration 5F: 3 clusters Score -436997.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -437189.687500 Penalty: 4144.851074
	Iteration 6Q: 3 clusters Score -437189.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -437288.687500 Penalty: 4144.851074
	Iteration 7Q: 3 clusters Score -437288.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -437368.343750 Penalty: 4144.851074
	Iteration 8Q: 3 clusters Score -437368.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -437431.406250 Penalty: 4144.851074
	Iteration 9Q: 3 clusters Score -437431.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -437482.000000 Penalty: 4144.851074
	Iteration 10Q: 3 clusters Score -437482 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -437511.812500 Penalty: 4144.851074
	Iteration 11Q: 3 clusters Score -437511.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -437537.125000 Penalty: 4144.851074
	Iteration 12Q: 3 clusters Score -437537.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -437554.281250 Penalty: 4144.851074
	Iteration 13Q: 3 clusters Score -437554.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -437570.156250 Penalty: 4144.851074
	Iteration 14Q: 3 clusters Score -437570.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -437577.906250 Penalty: 4144.851074
	Iteration 15Q: 3 clusters Score -437577.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -437584.281250 Penalty: 4144.851074
	Iteration 16Q: 3 clusters Score -437584.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -437590.968750 Penalty: 4144.851074
	Iteration 17Q: 3 clusters Score -437591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -437594.593750 Penalty: 4144.851074
	Iteration 18Q: 3 clusters Score -437594.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -437599.312500 Penalty: 4144.851074
	Iteration 19Q: 3 clusters Score -437599.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -437600.187500 Penalty: 4144.851074
	Iteration 20F: 3 clusters Score -437600.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -437600.125000 Penalty: 4144.851074
	Iteration 21Q: 3 clusters Score -437600.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -437600.406250 Penalty: 4144.851074
	Iteration 22Q: 3 clusters Score -437600.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -437601.218750 Penalty: 4144.851074
	Iteration 23Q: 3 clusters Score -437601.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -437601.593750 Penalty: 4144.851074
	Iteration 24Q: 3 clusters Score -437601.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -437602.468750 Penalty: 4144.851074
	Iteration 25Q: 3 clusters Score -437602.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -437602.781250 Penalty: 4144.851074
	Iteration 26Q: 3 clusters Score -437602.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -437603.781250 Penalty: 4144.851074
	Iteration 27Q: 3 clusters Score -437603.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -437603.937500 Penalty: 4144.851074
	Iteration 28Q: 3 clusters Score -437603.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -437603.937500 Penalty: 4144.851074
	Iteration 29F: 3 clusters Score -437603.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (25424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Entering Unmasked Estep 
Score: -2740918.000000 Penalty: 2515.575195
	Iteration 0F: 2 clusters Score -2740918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -2723509.750000 Penalty: 5031.150391
	Iteration 0F: 3 clusters Score -2723510 nChanged 11161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -2729476.750000 Penalty: 5031.150391
	Iteration 1F: 3 clusters Score -2729477 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -2729986.250000 Penalty: 5031.150391
	Iteration 2F: 3 clusters Score -2729986 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -2730580.000000 Penalty: 5031.150391
	Iteration 3Q: 3 clusters Score -2730580 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -2731402.250000 Penalty: 5031.150391
	Iteration 4F: 3 clusters Score -2731402 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -2732498.500000 Penalty: 5031.150391
	Iteration 5F: 3 clusters Score -2732498 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -2733952.750000 Penalty: 5031.150391
	Iteration 6F: 3 clusters Score -2733953 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -2735662.500000 Penalty: 5031.150391
	Iteration 7F: 3 clusters Score -2735662 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -2737173.500000 Penalty: 5031.150391
	Iteration 8F: 3 clusters Score -2737174 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -2738213.500000 Penalty: 5031.150391
	Iteration 9Q: 3 clusters Score -2738214 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2738768.250000 Penalty: 5031.150391
	Iteration 10Q: 3 clusters Score -2738768 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2739065.250000 Penalty: 5031.150391
	Iteration 11Q: 3 clusters Score -2739065 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2739231.250000 Penalty: 5031.150391
	Iteration 12Q: 3 clusters Score -2739231 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2739300.750000 Penalty: 5031.150391
	Iteration 13Q: 3 clusters Score -2739301 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2739371.500000 Penalty: 5031.150391
	Iteration 14Q: 3 clusters Score -2739372 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2739401.750000 Penalty: 5031.150391
	Iteration 15Q: 3 clusters Score -2739402 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2739416.750000 Penalty: 5031.150391
	Iteration 16Q: 3 clusters Score -2739417 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2739423.500000 Penalty: 5031.150391
	Iteration 17Q: 3 clusters Score -2739424 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2739435.250000 Penalty: 5031.150391
	Iteration 18Q: 3 clusters Score -2739435 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2739439.250000 Penalty: 5031.150391
	Iteration 19Q: 3 clusters Score -2739439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2739441.000000 Penalty: 5031.150391
	Iteration 20F: 3 clusters Score -2739441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2739446.500000 Penalty: 5031.150391
	Iteration 21Q: 3 clusters Score -2739446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2739449.750000 Penalty: 5031.150391
	Iteration 22Q: 3 clusters Score -2739450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2739445.750000 Penalty: 5031.150391
	Iteration 23Q: 3 clusters Score -2739446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2739457.750000 Penalty: 5031.150391
	Iteration 24Q: 3 clusters Score -2739458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2739452.750000 Penalty: 5031.150391
	Iteration 25Q: 3 clusters Score -2739453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2739455.250000 Penalty: 5031.150391
	Iteration 26Q: 3 clusters Score -2739455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2739460.250000 Penalty: 5031.150391
	Iteration 27Q: 3 clusters Score -2739460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2739455.250000 Penalty: 5031.150391
	Iteration 28Q: 3 clusters Score -2739455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2739456.000000 Penalty: 5031.150391
	Iteration 29Q: 3 clusters Score -2739456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2739452.000000 Penalty: 5031.150391
	Iteration 30Q: 3 clusters Score -2739452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2739453.000000 Penalty: 5031.150391
	Iteration 31Q: 3 clusters Score -2739453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2739457.000000 Penalty: 5031.150391
	Iteration 32Q: 3 clusters Score -2739457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2739457.000000 Penalty: 5031.150391
	Iteration 33F: 3 clusters Score -2739457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Entering Unmasked Estep 
Score: -540224.937500 Penalty: 2148.129639
	Iteration 0F: 2 clusters Score -540224.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -535254.000000 Penalty: 4296.259277
	Iteration 0F: 3 clusters Score -535254 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -536929.125000 Penalty: 4296.259277
	Iteration 1F: 3 clusters Score -536929.1 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -537487.875000 Penalty: 4296.259277
	Iteration 2F: 3 clusters Score -537487.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -537845.500000 Penalty: 4296.259277
	Iteration 3F: 3 clusters Score -537845.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -538160.000000 Penalty: 4296.259277
	Iteration 4F: 3 clusters Score -538160 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -538484.562500 Penalty: 4296.259277
	Iteration 5F: 3 clusters Score -538484.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -538731.625000 Penalty: 4296.259277
	Iteration 6Q: 3 clusters Score -538731.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -538961.187500 Penalty: 4296.259277
	Iteration 7Q: 3 clusters Score -538961.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -539150.250000 Penalty: 4296.259277
	Iteration 8Q: 3 clusters Score -539150.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -539312.937500 Penalty: 4296.259277
	Iteration 9Q: 3 clusters Score -539312.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -539447.062500 Penalty: 4296.259277
	Iteration 10Q: 3 clusters Score -539447.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -539539.937500 Penalty: 4296.259277
	Iteration 11Q: 3 clusters Score -539539.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -539591.562500 Penalty: 4296.259277
	Iteration 12Q: 3 clusters Score -539591.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -539629.937500 Penalty: 4296.259277
	Iteration 13Q: 3 clusters Score -539629.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -539657.687500 Penalty: 4296.259277
	Iteration 14Q: 3 clusters Score -539657.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -539681.687500 Penalty: 4296.259277
	Iteration 15Q: 3 clusters Score -539681.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -539701.187500 Penalty: 4296.259277
	Iteration 16Q: 3 clusters Score -539701.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -539711.187500 Penalty: 4296.259277
	Iteration 17Q: 3 clusters Score -539711.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -539722.562500 Penalty: 4296.259277
	Iteration 18Q: 3 clusters Score -539722.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -539727.250000 Penalty: 4296.259277
	Iteration 19Q: 3 clusters Score -539727.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -539730.687500 Penalty: 4296.259277
	Iteration 20F: 3 clusters Score -539730.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -539734.375000 Penalty: 4296.259277
	Iteration 21Q: 3 clusters Score -539734.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -539736.812500 Penalty: 4296.259277
	Iteration 22Q: 3 clusters Score -539736.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -539738.312500 Penalty: 4296.259277
	Iteration 23Q: 3 clusters Score -539738.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -539740.375000 Penalty: 4296.259277
	Iteration 24Q: 3 clusters Score -539740.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -539742.625000 Penalty: 4296.259277
	Iteration 25Q: 3 clusters Score -539742.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -539742.937500 Penalty: 4296.259277
	Iteration 26Q: 3 clusters Score -539742.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -539742.937500 Penalty: 4296.259277
	Iteration 27F: 3 clusters Score -539742.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Entering Unmasked Estep 
Score: -148884.656250 Penalty: 1805.783569
	Iteration 0F: 2 clusters Score -148884.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -146642.906250 Penalty: 3611.567139
	Iteration 0F: 3 clusters Score -146642.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -147033.421875 Penalty: 3611.567139
	Iteration 1F: 3 clusters Score -147033.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -147158.109375 Penalty: 3611.567139
	Iteration 2F: 3 clusters Score -147158.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -147267.828125 Penalty: 3611.567139
	Iteration 3Q: 3 clusters Score -147267.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -147368.312500 Penalty: 3611.567139
	Iteration 4Q: 3 clusters Score -147368.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -147478.625000 Penalty: 3611.567139
	Iteration 5Q: 3 clusters Score -147478.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -147603.500000 Penalty: 3611.567139
	Iteration 6F: 3 clusters Score -147603.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -147731.906250 Penalty: 3611.567139
	Iteration 7F: 3 clusters Score -147731.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -147835.984375 Penalty: 3611.567139
	Iteration 8Q: 3 clusters Score -147836 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -147904.656250 Penalty: 3611.567139
	Iteration 9Q: 3 clusters Score -147904.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -147945.218750 Penalty: 3611.567139
	Iteration 10Q: 3 clusters Score -147945.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -147996.609375 Penalty: 3611.567139
	Iteration 11Q: 3 clusters Score -147996.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -148030.203125 Penalty: 3611.567139
	Iteration 12Q: 3 clusters Score -148030.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -148049.656250 Penalty: 3611.567139
	Iteration 13Q: 3 clusters Score -148049.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -148062.593750 Penalty: 3611.567139
	Iteration 14Q: 3 clusters Score -148062.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -148071.140625 Penalty: 3611.567139
	Iteration 15Q: 3 clusters Score -148071.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -148075.937500 Penalty: 3611.567139
	Iteration 16Q: 3 clusters Score -148075.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -148077.625000 Penalty: 3611.567139
	Iteration 17Q: 3 clusters Score -148077.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -148078.125000 Penalty: 3611.567139
	Iteration 18Q: 3 clusters Score -148078.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -148078.125000 Penalty: 3611.567139
	Iteration 19F: 3 clusters Score -148078.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Entering Unmasked Estep 
Score: -2107408.750000 Penalty: 2461.510254
	Iteration 0F: 2 clusters Score -2107409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2093123.875000 Penalty: 4923.020508
	Iteration 0F: 3 clusters Score -2093124 nChanged 9053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -2098014.500000 Penalty: 4923.020508
	Iteration 1F: 3 clusters Score -2098014 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -2098470.500000 Penalty: 4923.020508
	Iteration 2F: 3 clusters Score -2098470 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -2098906.500000 Penalty: 4923.020508
	Iteration 3Q: 3 clusters Score -2098906 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -2099416.250000 Penalty: 4923.020508
	Iteration 4F: 3 clusters Score -2099416 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -2100022.750000 Penalty: 4923.020508
	Iteration 5F: 3 clusters Score -2100023 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -2100766.500000 Penalty: 4923.020508
	Iteration 6F: 3 clusters Score -2100766 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2101578.500000 Penalty: 4923.020508
	Iteration 7F: 3 clusters Score -2101578 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -2102338.000000 Penalty: 4923.020508
	Iteration 8F: 3 clusters Score -2102338 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2103027.000000 Penalty: 4923.020508
	Iteration 9F: 3 clusters Score -2103027 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -2103600.500000 Penalty: 4923.020508
	Iteration 10Q: 3 clusters Score -2103600 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2104064.500000 Penalty: 4923.020508
	Iteration 11Q: 3 clusters Score -2104064 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -2104400.000000 Penalty: 4923.020508
	Iteration 12Q: 3 clusters Score -2104400 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2104627.250000 Penalty: 4923.020508
	Iteration 13Q: 3 clusters Score -2104627 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -2104785.000000 Penalty: 4923.020508
	Iteration 14Q: 3 clusters Score -2104785 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -2104899.500000 Penalty: 4923.020508
	Iteration 15Q: 3 clusters Score -2104900 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -2105000.250000 Penalty: 4923.020508
	Iteration 16Q: 3 clusters Score -2105000 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -2105067.500000 Penalty: 4923.020508
	Iteration 17Q: 3 clusters Score -2105068 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -2105123.500000 Penalty: 4923.020508
	Iteration 18Q: 3 clusters Score -2105124 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -2105167.500000 Penalty: 4923.020508
	Iteration 19Q: 3 clusters Score -2105168 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -2105194.750000 Penalty: 4923.020508
	Iteration 20F: 3 clusters Score -2105195 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -2105217.500000 Penalty: 4923.020508
	Iteration 21Q: 3 clusters Score -2105218 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -2105226.750000 Penalty: 4923.020508
	Iteration 22Q: 3 clusters Score -2105227 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -2105248.250000 Penalty: 4923.020508
	Iteration 23Q: 3 clusters Score -2105248 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -2105267.000000 Penalty: 4923.020508
	Iteration 24Q: 3 clusters Score -2105267 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -2105280.250000 Penalty: 4923.020508
	Iteration 25Q: 3 clusters Score -2105280 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -2105289.250000 Penalty: 4923.020508
	Iteration 26Q: 3 clusters Score -2105289 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -2105309.250000 Penalty: 4923.020508
	Iteration 27Q: 3 clusters Score -2105309 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -2105325.250000 Penalty: 4923.020508
	Iteration 28Q: 3 clusters Score -2105325 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -2105343.250000 Penalty: 4923.020508
	Iteration 29Q: 3 clusters Score -2105343 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -2105348.000000 Penalty: 4923.020508
	Iteration 30Q: 3 clusters Score -2105348 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -2105355.000000 Penalty: 4923.020508
	Iteration 31Q: 3 clusters Score -2105355 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -2105361.250000 Penalty: 4923.020508
	Iteration 32Q: 3 clusters Score -2105361 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -2105372.750000 Penalty: 4923.020508
	Iteration 33Q: 3 clusters Score -2105373 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -2105380.250000 Penalty: 4923.020508
	Iteration 34Q: 3 clusters Score -2105380 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -2105389.500000 Penalty: 4923.020508
	Iteration 35Q: 3 clusters Score -2105390 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -2105384.250000 Penalty: 4923.020508
	Iteration 36Q: 3 clusters Score -2105384 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -2105398.500000 Penalty: 4923.020508
	Iteration 37Q: 3 clusters Score -2105398 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -2105399.500000 Penalty: 4923.020508
	Iteration 38Q: 3 clusters Score -2105400 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -2105409.000000 Penalty: 4923.020508
	Iteration 39Q: 3 clusters Score -2105409 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2105407.750000 Penalty: 4923.020508
	Iteration 40F: 3 clusters Score -2105408 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -2105412.750000 Penalty: 4923.020508
	Iteration 41Q: 3 clusters Score -2105413 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2105414.750000 Penalty: 4923.020508
	Iteration 42Q: 3 clusters Score -2105415 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -2105414.250000 Penalty: 4923.020508
	Iteration 43Q: 3 clusters Score -2105414 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2105420.500000 Penalty: 4923.020508
	Iteration 44Q: 3 clusters Score -2105420 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -2105425.000000 Penalty: 4923.020508
	Iteration 45Q: 3 clusters Score -2105425 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -2105423.000000 Penalty: 4923.020508
	Iteration 46Q: 3 clusters Score -2105423 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -2105428.500000 Penalty: 4923.020508
	Iteration 47Q: 3 clusters Score -2105428 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -2105440.000000 Penalty: 4923.020508
	Iteration 48Q: 3 clusters Score -2105440 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -2105441.250000 Penalty: 4923.020508
	Iteration 49Q: 3 clusters Score -2105441 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -2105441.000000 Penalty: 4923.020508
	Iteration 50Q: 3 clusters Score -2105441 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -2105450.500000 Penalty: 4923.020508
	Iteration 51Q: 3 clusters Score -2105450 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -2105456.250000 Penalty: 4923.020508
	Iteration 52Q: 3 clusters Score -2105456 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -2105458.500000 Penalty: 4923.020508
	Iteration 53Q: 3 clusters Score -2105458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -2105460.250000 Penalty: 4923.020508
	Iteration 54Q: 3 clusters Score -2105460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -2105460.250000 Penalty: 4923.020508
	Iteration 55Q: 3 clusters Score -2105460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -2105462.000000 Penalty: 4923.020508
	Iteration 56Q: 3 clusters Score -2105462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -2105460.500000 Penalty: 4923.020508
	Iteration 57Q: 3 clusters Score -2105460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -2105462.000000 Penalty: 4923.020508
	Iteration 58Q: 3 clusters Score -2105462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -2105459.000000 Penalty: 4923.020508
	Iteration 59Q: 3 clusters Score -2105459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -2105465.000000 Penalty: 4923.020508
	Iteration 60F: 3 clusters Score -2105465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -2105465.000000 Penalty: 4923.020508
	Iteration 61Q: 3 clusters Score -2105465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -2105462.500000 Penalty: 4923.020508
	Iteration 62Q: 3 clusters Score -2105462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -2105459.000000 Penalty: 4923.020508
	Iteration 63Q: 3 clusters Score -2105459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -2105456.500000 Penalty: 4923.020508
	Iteration 64Q: 3 clusters Score -2105456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -2105456.500000 Penalty: 4923.020508
	Iteration 65F: 3 clusters Score -2105456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Entering Unmasked Estep 
Score: -348357.375000 Penalty: 2006.571655
	Iteration 0F: 2 clusters Score -348357.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -344922.000000 Penalty: 4013.143311
	Iteration 0F: 3 clusters Score -344922 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -345659.312500 Penalty: 4013.143311
	Iteration 1F: 3 clusters Score -345659.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -345835.187500 Penalty: 4013.143311
	Iteration 2F: 3 clusters Score -345835.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -345932.500000 Penalty: 4013.143311
	Iteration 3F: 3 clusters Score -345932.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -345987.375000 Penalty: 4013.143311
	Iteration 4Q: 3 clusters Score -345987.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -346037.531250 Penalty: 4013.143311
	Iteration 5Q: 3 clusters Score -346037.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -346092.968750 Penalty: 4013.143311
	Iteration 6Q: 3 clusters Score -346093 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -346129.218750 Penalty: 4013.143311
	Iteration 7Q: 3 clusters Score -346129.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -346175.156250 Penalty: 4013.143311
	Iteration 8Q: 3 clusters Score -346175.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -346206.375000 Penalty: 4013.143311
	Iteration 9Q: 3 clusters Score -346206.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -346233.593750 Penalty: 4013.143311
	Iteration 10Q: 3 clusters Score -346233.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -346269.437500 Penalty: 4013.143311
	Iteration 11Q: 3 clusters Score -346269.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -346312.062500 Penalty: 4013.143311
	Iteration 12Q: 3 clusters Score -346312.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -346370.281250 Penalty: 4013.143311
	Iteration 13Q: 3 clusters Score -346370.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -346418.562500 Penalty: 4013.143311
	Iteration 14Q: 3 clusters Score -346418.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -346451.500000 Penalty: 4013.143311
	Iteration 15Q: 3 clusters Score -346451.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -346483.125000 Penalty: 4013.143311
	Iteration 16Q: 3 clusters Score -346483.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -346515.375000 Penalty: 4013.143311
	Iteration 17Q: 3 clusters Score -346515.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -346560.781250 Penalty: 4013.143311
	Iteration 18Q: 3 clusters Score -346560.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -346595.062500 Penalty: 4013.143311
	Iteration 19Q: 3 clusters Score -346595.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -346621.093750 Penalty: 4013.143311
	Iteration 20F: 3 clusters Score -346621.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -346642.437500 Penalty: 4013.143311
	Iteration 21Q: 3 clusters Score -346642.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -346657.562500 Penalty: 4013.143311
	Iteration 22Q: 3 clusters Score -346657.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -346672.000000 Penalty: 4013.143311
	Iteration 23Q: 3 clusters Score -346672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -346684.531250 Penalty: 4013.143311
	Iteration 24Q: 3 clusters Score -346684.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -346698.875000 Penalty: 4013.143311
	Iteration 25Q: 3 clusters Score -346698.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -346709.281250 Penalty: 4013.143311
	Iteration 26Q: 3 clusters Score -346709.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -346722.687500 Penalty: 4013.143311
	Iteration 27Q: 3 clusters Score -346722.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -346734.031250 Penalty: 4013.143311
	Iteration 28Q: 3 clusters Score -346734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -346746.718750 Penalty: 4013.143311
	Iteration 29Q: 3 clusters Score -346746.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -346754.718750 Penalty: 4013.143311
	Iteration 30Q: 3 clusters Score -346754.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -346760.625000 Penalty: 4013.143311
	Iteration 31Q: 3 clusters Score -346760.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -346766.718750 Penalty: 4013.143311
	Iteration 32Q: 3 clusters Score -346766.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -346772.687500 Penalty: 4013.143311
	Iteration 33Q: 3 clusters Score -346772.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -346779.031250 Penalty: 4013.143311
	Iteration 34Q: 3 clusters Score -346779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -346783.062500 Penalty: 4013.143311
	Iteration 35Q: 3 clusters Score -346783.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -346785.437500 Penalty: 4013.143311
	Iteration 36Q: 3 clusters Score -346785.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -346789.875000 Penalty: 4013.143311
	Iteration 37Q: 3 clusters Score -346789.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -346791.312500 Penalty: 4013.143311
	Iteration 38Q: 3 clusters Score -346791.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -346794.625000 Penalty: 4013.143311
	Iteration 39Q: 3 clusters Score -346794.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -346797.843750 Penalty: 4013.143311
	Iteration 40F: 3 clusters Score -346797.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -346801.468750 Penalty: 4013.143311
	Iteration 41Q: 3 clusters Score -346801.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -346803.281250 Penalty: 4013.143311
	Iteration 42Q: 3 clusters Score -346803.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -346804.031250 Penalty: 4013.143311
	Iteration 43Q: 3 clusters Score -346804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -346804.031250 Penalty: 4013.143311
	Iteration 44F: 3 clusters Score -346804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -38796.347656 Penalty: 1490.794312
	Iteration 0F: 2 clusters Score -38796.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -37433.996094 Penalty: 2981.588623
	Iteration 0F: 3 clusters Score -37434 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -37639.289062 Penalty: 2981.588623
	Iteration 1F: 3 clusters Score -37639.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -37709.324219 Penalty: 2981.588623
	Iteration 2F: 3 clusters Score -37709.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -37745.683594 Penalty: 2981.588623
	Iteration 3Q: 3 clusters Score -37745.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -37766.148438 Penalty: 2981.588623
	Iteration 4Q: 3 clusters Score -37766.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -37779.226562 Penalty: 2981.588623
	Iteration 5Q: 3 clusters Score -37779.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -37793.453125 Penalty: 2981.588623
	Iteration 6Q: 3 clusters Score -37793.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -37796.609375 Penalty: 2981.588623
	Iteration 7Q: 3 clusters Score -37796.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -37799.859375 Penalty: 2981.588623
	Iteration 8Q: 3 clusters Score -37799.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -37801.910156 Penalty: 2981.588623
	Iteration 9Q: 3 clusters Score -37801.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -37806.277344 Penalty: 2981.588623
	Iteration 10Q: 3 clusters Score -37806.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -37808.628906 Penalty: 2981.588623
	Iteration 11Q: 3 clusters Score -37808.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -37818.308594 Penalty: 2981.588623
	Iteration 12Q: 3 clusters Score -37818.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -37821.730469 Penalty: 2981.588623
	Iteration 13Q: 3 clusters Score -37821.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -37822.335938 Penalty: 2981.588623
	Iteration 14Q: 3 clusters Score -37822.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -37822.335938 Penalty: 2981.588623
	Iteration 15F: 3 clusters Score -37822.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (144664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144664 members 
Entering Unmasked Estep 
Score: -15952244.000000 Penalty: 2946.777832
	Iteration 0F: 2 clusters Score -1.595224e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72125 members 
Mstep: Class 2 contains 72539 members 
Entering Unmasked Estep 
Score: -15855657.000000 Penalty: 5893.555664
	Iteration 0F: 3 clusters Score -1.585566e+07 nChanged 69126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69637 members 
Mstep: Class 2 contains 75027 members 
Entering Unmasked Estep 
Score: -15895278.000000 Penalty: 5893.555664
	Iteration 1F: 3 clusters Score -1.589528e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67691 members 
Mstep: Class 2 contains 76973 members 
Entering Unmasked Estep 
Score: -15896540.000000 Penalty: 5893.555664
	Iteration 2Q: 3 clusters Score -1.589654e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64733 members 
Mstep: Class 2 contains 79931 members 
Entering Unmasked Estep 
Score: -15898264.000000 Penalty: 5893.555664
	Iteration 3Q: 3 clusters Score -1.589826e+07 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60328 members 
Mstep: Class 2 contains 84336 members 
Entering Unmasked Estep 
Score: -15900644.000000 Penalty: 5893.555664
	Iteration 4Q: 3 clusters Score -1.590064e+07 nChanged 7261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54071 members 
Mstep: Class 2 contains 90593 members 
Entering Unmasked Estep 
Score: -15904207.000000 Penalty: 5893.555664
	Iteration 5F: 3 clusters Score -1.590421e+07 nChanged 8989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 99062 members 
Entering Unmasked Estep 
Score: -15909935.000000 Penalty: 5893.555664
	Iteration 6F: 3 clusters Score -1.590994e+07 nChanged 10828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 109654 members 
Entering Unmasked Estep 
Score: -15918374.000000 Penalty: 5893.555664
	Iteration 7F: 3 clusters Score -1.591837e+07 nChanged 11687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 121243 members 
Entering Unmasked Estep 
Score: -15928542.000000 Penalty: 5893.555664
	Iteration 8F: 3 clusters Score -1.592854e+07 nChanged 10278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 131505 members 
Entering Unmasked Estep 
Score: -15937894.000000 Penalty: 5893.555664
	Iteration 9F: 3 clusters Score -1.593789e+07 nChanged 6902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 138401 members 
Entering Unmasked Estep 
Score: -15944251.000000 Penalty: 5893.555664
	Iteration 10Q: 3 clusters Score -1.594425e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 142033 members 
Entering Unmasked Estep 
Score: -15947580.000000 Penalty: 5893.555664
	Iteration 11Q: 3 clusters Score -1.594758e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 143542 members 
Entering Unmasked Estep 
Score: -15948820.000000 Penalty: 5893.555664
	Iteration 12Q: 3 clusters Score -1.594882e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 144079 members 
Entering Unmasked Estep 
Score: -15949290.000000 Penalty: 5893.555664
	Iteration 13Q: 3 clusters Score -1.594929e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 144256 members 
Entering Unmasked Estep 
Score: -15949469.000000 Penalty: 5893.555664
	Iteration 14Q: 3 clusters Score -1.594947e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 144312 members 
Entering Unmasked Estep 
Score: -15949541.000000 Penalty: 5893.555664
	Iteration 15Q: 3 clusters Score -1.594954e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 144329 members 
Entering Unmasked Estep 
Score: -15949573.000000 Penalty: 5893.555664
	Iteration 16Q: 3 clusters Score -1.594957e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 144345 members 
Entering Unmasked Estep 
Score: -15949604.000000 Penalty: 5893.555664
	Iteration 17Q: 3 clusters Score -1.59496e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 144356 members 
Entering Unmasked Estep 
Score: -15949638.000000 Penalty: 5893.555664
	Iteration 18Q: 3 clusters Score -1.594964e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 144364 members 
Entering Unmasked Estep 
Score: -15949651.000000 Penalty: 5893.555664
	Iteration 19Q: 3 clusters Score -1.594965e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 144369 members 
Entering Unmasked Estep 
Score: -15949671.000000 Penalty: 5893.555664
	Iteration 20F: 3 clusters Score -1.594967e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 144369 members 
Entering Unmasked Estep 
Score: -15949668.000000 Penalty: 5893.555664
	Iteration 21Q: 3 clusters Score -1.594967e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 144370 members 
Entering Unmasked Estep 
Score: -15949670.000000 Penalty: 5893.555664
	Iteration 22Q: 3 clusters Score -1.594967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 144371 members 
Entering Unmasked Estep 
Score: -15949665.000000 Penalty: 5893.555664
	Iteration 23Q: 3 clusters Score -1.594966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 144372 members 
Entering Unmasked Estep 
Score: -15949668.000000 Penalty: 5893.555664
	Iteration 24Q: 3 clusters Score -1.594967e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 144370 members 
Entering Unmasked Estep 
Score: -15949659.000000 Penalty: 5893.555664
	Iteration 25Q: 3 clusters Score -1.594966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 144371 members 
Entering Unmasked Estep 
Score: -15949668.000000 Penalty: 5893.555664
	Iteration 26Q: 3 clusters Score -1.594967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 144372 members 
Entering Unmasked Estep 
Score: -15949664.000000 Penalty: 5893.555664
	Iteration 27Q: 3 clusters Score -1.594966e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 144372 members 
Entering Unmasked Estep 
Score: -15949664.000000 Penalty: 5893.555664
	Iteration 28F: 3 clusters Score -1.594966e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (26758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Entering Unmasked Estep 
Score: -2883738.750000 Penalty: 2528.258057
	Iteration 0F: 2 clusters Score -2883739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -2865342.500000 Penalty: 5056.516113
	Iteration 0F: 3 clusters Score -2865342 nChanged 12008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -2871919.750000 Penalty: 5056.516113
	Iteration 1F: 3 clusters Score -2871920 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2872471.250000 Penalty: 5056.516113
	Iteration 2F: 3 clusters Score -2872471 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -2873049.000000 Penalty: 5056.516113
	Iteration 3Q: 3 clusters Score -2873049 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -2873628.750000 Penalty: 5056.516113
	Iteration 4F: 3 clusters Score -2873629 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2874229.750000 Penalty: 5056.516113
	Iteration 5Q: 3 clusters Score -2874230 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -2874840.500000 Penalty: 5056.516113
	Iteration 6Q: 3 clusters Score -2874840 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -2875467.750000 Penalty: 5056.516113
	Iteration 7Q: 3 clusters Score -2875468 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -2876050.500000 Penalty: 5056.516113
	Iteration 8Q: 3 clusters Score -2876050 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -2876670.000000 Penalty: 5056.516113
	Iteration 9Q: 3 clusters Score -2876670 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -2877262.500000 Penalty: 5056.516113
	Iteration 10Q: 3 clusters Score -2877262 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -2877915.250000 Penalty: 5056.516113
	Iteration 11Q: 3 clusters Score -2877915 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -2878577.250000 Penalty: 5056.516113
	Iteration 12Q: 3 clusters Score -2878577 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -2879197.250000 Penalty: 5056.516113
	Iteration 13Q: 3 clusters Score -2879197 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -2879723.250000 Penalty: 5056.516113
	Iteration 14Q: 3 clusters Score -2879723 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -2880148.000000 Penalty: 5056.516113
	Iteration 15Q: 3 clusters Score -2880148 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -2880496.000000 Penalty: 5056.516113
	Iteration 16Q: 3 clusters Score -2880496 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -2880772.500000 Penalty: 5056.516113
	Iteration 17Q: 3 clusters Score -2880772 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -2880968.250000 Penalty: 5056.516113
	Iteration 18Q: 3 clusters Score -2880968 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -2881112.500000 Penalty: 5056.516113
	Iteration 19Q: 3 clusters Score -2881112 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -2881193.000000 Penalty: 5056.516113
	Iteration 20F: 3 clusters Score -2881193 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -2881269.000000 Penalty: 5056.516113
	Iteration 21Q: 3 clusters Score -2881269 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -2881318.750000 Penalty: 5056.516113
	Iteration 22Q: 3 clusters Score -2881319 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -2881365.500000 Penalty: 5056.516113
	Iteration 23Q: 3 clusters Score -2881366 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -2881398.000000 Penalty: 5056.516113
	Iteration 24Q: 3 clusters Score -2881398 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -2881425.500000 Penalty: 5056.516113
	Iteration 25Q: 3 clusters Score -2881426 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -2881436.250000 Penalty: 5056.516113
	Iteration 26Q: 3 clusters Score -2881436 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -2881457.500000 Penalty: 5056.516113
	Iteration 27Q: 3 clusters Score -2881458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -2881475.500000 Penalty: 5056.516113
	Iteration 28Q: 3 clusters Score -2881476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -2881484.250000 Penalty: 5056.516113
	Iteration 29Q: 3 clusters Score -2881484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -2881491.000000 Penalty: 5056.516113
	Iteration 30Q: 3 clusters Score -2881491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -2881499.750000 Penalty: 5056.516113
	Iteration 31Q: 3 clusters Score -2881500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -2881508.750000 Penalty: 5056.516113
	Iteration 32Q: 3 clusters Score -2881509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -2881512.750000 Penalty: 5056.516113
	Iteration 33Q: 3 clusters Score -2881513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -2881513.500000 Penalty: 5056.516113
	Iteration 34Q: 3 clusters Score -2881514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -2881517.000000 Penalty: 5056.516113
	Iteration 35Q: 3 clusters Score -2881517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -2881516.750000 Penalty: 5056.516113
	Iteration 36Q: 3 clusters Score -2881517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -2881514.250000 Penalty: 5056.516113
	Iteration 37Q: 3 clusters Score -2881514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -2881518.500000 Penalty: 5056.516113
	Iteration 38Q: 3 clusters Score -2881518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -2881521.750000 Penalty: 5056.516113
	Iteration 39Q: 3 clusters Score -2881522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -2881521.750000 Penalty: 5056.516113
	Iteration 40F: 3 clusters Score -2881522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Entering Unmasked Estep 
Score: -249556.281250 Penalty: 1933.013916
	Iteration 0F: 2 clusters Score -249556.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -246685.921875 Penalty: 3866.027832
	Iteration 0F: 3 clusters Score -246685.9 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -247290.500000 Penalty: 3866.027832
	Iteration 1F: 3 clusters Score -247290.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -247492.062500 Penalty: 3866.027832
	Iteration 2F: 3 clusters Score -247492.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -247609.781250 Penalty: 3866.027832
	Iteration 3F: 3 clusters Score -247609.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -247720.125000 Penalty: 3866.027832
	Iteration 4Q: 3 clusters Score -247720.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -247859.125000 Penalty: 3866.027832
	Iteration 5Q: 3 clusters Score -247859.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -248047.765625 Penalty: 3866.027832
	Iteration 6Q: 3 clusters Score -248047.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -248247.921875 Penalty: 3866.027832
	Iteration 7F: 3 clusters Score -248247.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -248408.718750 Penalty: 3866.027832
	Iteration 8Q: 3 clusters Score -248408.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -248519.593750 Penalty: 3866.027832
	Iteration 9Q: 3 clusters Score -248519.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -248592.890625 Penalty: 3866.027832
	Iteration 10Q: 3 clusters Score -248592.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -248648.093750 Penalty: 3866.027832
	Iteration 11Q: 3 clusters Score -248648.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -248685.578125 Penalty: 3866.027832
	Iteration 12Q: 3 clusters Score -248685.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -248714.812500 Penalty: 3866.027832
	Iteration 13Q: 3 clusters Score -248714.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -248731.828125 Penalty: 3866.027832
	Iteration 14Q: 3 clusters Score -248731.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -248738.421875 Penalty: 3866.027832
	Iteration 15Q: 3 clusters Score -248738.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -248741.625000 Penalty: 3866.027832
	Iteration 16Q: 3 clusters Score -248741.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -248745.093750 Penalty: 3866.027832
	Iteration 17Q: 3 clusters Score -248745.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -248747.750000 Penalty: 3866.027832
	Iteration 18Q: 3 clusters Score -248747.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -248748.984375 Penalty: 3866.027832
	Iteration 19Q: 3 clusters Score -248749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -248749.171875 Penalty: 3866.027832
	Iteration 20F: 3 clusters Score -248749.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (28434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Entering Unmasked Estep 
Score: -2943199.000000 Penalty: 2543.324463
	Iteration 0F: 2 clusters Score -2943199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -2923629.500000 Penalty: 5086.648926
	Iteration 0F: 3 clusters Score -2923630 nChanged 12870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -2930746.250000 Penalty: 5086.648926
	Iteration 1F: 3 clusters Score -2930746 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -2931325.750000 Penalty: 5086.648926
	Iteration 2F: 3 clusters Score -2931326 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -2931916.500000 Penalty: 5086.648926
	Iteration 3Q: 3 clusters Score -2931916 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -2932556.250000 Penalty: 5086.648926
	Iteration 4Q: 3 clusters Score -2932556 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -2933238.500000 Penalty: 5086.648926
	Iteration 5Q: 3 clusters Score -2933238 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -2934039.500000 Penalty: 5086.648926
	Iteration 6F: 3 clusters Score -2934040 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -2934924.000000 Penalty: 5086.648926
	Iteration 7F: 3 clusters Score -2934924 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -2935845.000000 Penalty: 5086.648926
	Iteration 8F: 3 clusters Score -2935845 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -2936830.250000 Penalty: 5086.648926
	Iteration 9Q: 3 clusters Score -2936830 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -2937776.750000 Penalty: 5086.648926
	Iteration 10Q: 3 clusters Score -2937777 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -2938639.000000 Penalty: 5086.648926
	Iteration 11Q: 3 clusters Score -2938639 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -2939223.250000 Penalty: 5086.648926
	Iteration 12Q: 3 clusters Score -2939223 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -2939626.000000 Penalty: 5086.648926
	Iteration 13Q: 3 clusters Score -2939626 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -2939942.000000 Penalty: 5086.648926
	Iteration 14Q: 3 clusters Score -2939942 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -2940188.250000 Penalty: 5086.648926
	Iteration 15Q: 3 clusters Score -2940188 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -2940368.250000 Penalty: 5086.648926
	Iteration 16Q: 3 clusters Score -2940368 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -2940518.500000 Penalty: 5086.648926
	Iteration 17Q: 3 clusters Score -2940518 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -2940622.750000 Penalty: 5086.648926
	Iteration 18Q: 3 clusters Score -2940623 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -2940688.500000 Penalty: 5086.648926
	Iteration 19Q: 3 clusters Score -2940688 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -2940723.500000 Penalty: 5086.648926
	Iteration 20F: 3 clusters Score -2940724 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -2940767.500000 Penalty: 5086.648926
	Iteration 21Q: 3 clusters Score -2940768 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -2940830.750000 Penalty: 5086.648926
	Iteration 22Q: 3 clusters Score -2940831 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -2940883.250000 Penalty: 5086.648926
	Iteration 23Q: 3 clusters Score -2940883 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -2940913.500000 Penalty: 5086.648926
	Iteration 24Q: 3 clusters Score -2940914 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -2940943.750000 Penalty: 5086.648926
	Iteration 25Q: 3 clusters Score -2940944 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -2940965.250000 Penalty: 5086.648926
	Iteration 26Q: 3 clusters Score -2940965 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -2940989.500000 Penalty: 5086.648926
	Iteration 27Q: 3 clusters Score -2940990 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -2941010.500000 Penalty: 5086.648926
	Iteration 28Q: 3 clusters Score -2941010 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -2941037.250000 Penalty: 5086.648926
	Iteration 29Q: 3 clusters Score -2941037 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -2941069.500000 Penalty: 5086.648926
	Iteration 30Q: 3 clusters Score -2941070 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -2941096.000000 Penalty: 5086.648926
	Iteration 31Q: 3 clusters Score -2941096 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -2941102.750000 Penalty: 5086.648926
	Iteration 32Q: 3 clusters Score -2941103 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -2941131.250000 Penalty: 5086.648926
	Iteration 33Q: 3 clusters Score -2941131 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -2941154.250000 Penalty: 5086.648926
	Iteration 34Q: 3 clusters Score -2941154 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -2941170.750000 Penalty: 5086.648926
	Iteration 35Q: 3 clusters Score -2941171 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -2941176.500000 Penalty: 5086.648926
	Iteration 36Q: 3 clusters Score -2941176 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -2941179.750000 Penalty: 5086.648926
	Iteration 37Q: 3 clusters Score -2941180 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -2941187.000000 Penalty: 5086.648926
	Iteration 38Q: 3 clusters Score -2941187 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -2941201.250000 Penalty: 5086.648926
	Iteration 39Q: 3 clusters Score -2941201 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -2941218.000000 Penalty: 5086.648926
	Iteration 40F: 3 clusters Score -2941218 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -2941217.250000 Penalty: 5086.648926
	Iteration 41Q: 3 clusters Score -2941217 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -2941222.750000 Penalty: 5086.648926
	Iteration 42Q: 3 clusters Score -2941223 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -2941240.750000 Penalty: 5086.648926
	Iteration 43Q: 3 clusters Score -2941241 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -2941244.250000 Penalty: 5086.648926
	Iteration 44Q: 3 clusters Score -2941244 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -2941256.750000 Penalty: 5086.648926
	Iteration 45Q: 3 clusters Score -2941257 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -2941279.750000 Penalty: 5086.648926
	Iteration 46Q: 3 clusters Score -2941280 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -2941285.000000 Penalty: 5086.648926
	Iteration 47Q: 3 clusters Score -2941285 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -2941286.000000 Penalty: 5086.648926
	Iteration 48Q: 3 clusters Score -2941286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -2941295.250000 Penalty: 5086.648926
	Iteration 49Q: 3 clusters Score -2941295 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -2941292.000000 Penalty: 5086.648926
	Iteration 50Q: 3 clusters Score -2941292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -2941291.000000 Penalty: 5086.648926
	Iteration 51Q: 3 clusters Score -2941291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -2941293.500000 Penalty: 5086.648926
	Iteration 52Q: 3 clusters Score -2941294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -2941293.500000 Penalty: 5086.648926
	Iteration 53Q: 3 clusters Score -2941294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -2941299.000000 Penalty: 5086.648926
	Iteration 54Q: 3 clusters Score -2941299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -2941298.500000 Penalty: 5086.648926
	Iteration 55Q: 3 clusters Score -2941298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -2941303.750000 Penalty: 5086.648926
	Iteration 56Q: 3 clusters Score -2941304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -2941307.000000 Penalty: 5086.648926
	Iteration 57Q: 3 clusters Score -2941307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -2941311.000000 Penalty: 5086.648926
	Iteration 58Q: 3 clusters Score -2941311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -2941313.500000 Penalty: 5086.648926
	Iteration 59Q: 3 clusters Score -2941314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -2941311.000000 Penalty: 5086.648926
	Iteration 60F: 3 clusters Score -2941311 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -2941315.250000 Penalty: 5086.648926
	Iteration 61Q: 3 clusters Score -2941315 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -2941325.500000 Penalty: 5086.648926
	Iteration 62Q: 3 clusters Score -2941326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -2941334.750000 Penalty: 5086.648926
	Iteration 63Q: 3 clusters Score -2941335 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -2941330.000000 Penalty: 5086.648926
	Iteration 64Q: 3 clusters Score -2941330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -2941339.000000 Penalty: 5086.648926
	Iteration 65Q: 3 clusters Score -2941339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -2941335.750000 Penalty: 5086.648926
	Iteration 66Q: 3 clusters Score -2941336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -2941339.000000 Penalty: 5086.648926
	Iteration 67Q: 3 clusters Score -2941339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -2941340.500000 Penalty: 5086.648926
	Iteration 68Q: 3 clusters Score -2941340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -2941343.000000 Penalty: 5086.648926
	Iteration 69Q: 3 clusters Score -2941343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -2941344.250000 Penalty: 5086.648926
	Iteration 70Q: 3 clusters Score -2941344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -2941343.750000 Penalty: 5086.648926
	Iteration 71Q: 3 clusters Score -2941344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -2941337.000000 Penalty: 5086.648926
	Iteration 72Q: 3 clusters Score -2941337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -2941341.000000 Penalty: 5086.648926
	Iteration 73Q: 3 clusters Score -2941341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -2941342.250000 Penalty: 5086.648926
	Iteration 74Q: 3 clusters Score -2941342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -2941339.500000 Penalty: 5086.648926
	Iteration 75Q: 3 clusters Score -2941340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -2941339.500000 Penalty: 5086.648926
	Iteration 76F: 3 clusters Score -2941340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (27260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Entering Unmasked Estep 
Score: -2969165.500000 Penalty: 2532.867676
	Iteration 0F: 2 clusters Score -2969166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -2950408.500000 Penalty: 5065.735352
	Iteration 0F: 3 clusters Score -2950408 nChanged 12161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -2957216.000000 Penalty: 5065.735352
	Iteration 1F: 3 clusters Score -2957216 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -2957902.750000 Penalty: 5065.735352
	Iteration 2F: 3 clusters Score -2957903 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -2958630.250000 Penalty: 5065.735352
	Iteration 3F: 3 clusters Score -2958630 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -2959396.250000 Penalty: 5065.735352
	Iteration 4F: 3 clusters Score -2959396 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -2960359.500000 Penalty: 5065.735352
	Iteration 5F: 3 clusters Score -2960360 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2961568.750000 Penalty: 5065.735352
	Iteration 6F: 3 clusters Score -2961569 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -2963029.000000 Penalty: 5065.735352
	Iteration 7F: 3 clusters Score -2963029 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2964453.000000 Penalty: 5065.735352
	Iteration 8F: 3 clusters Score -2964453 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -2965347.750000 Penalty: 5065.735352
	Iteration 9F: 3 clusters Score -2965348 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -2965805.750000 Penalty: 5065.735352
	Iteration 10Q: 3 clusters Score -2965806 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -2966069.750000 Penalty: 5065.735352
	Iteration 11Q: 3 clusters Score -2966070 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -2966214.250000 Penalty: 5065.735352
	Iteration 12Q: 3 clusters Score -2966214 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -2966328.250000 Penalty: 5065.735352
	Iteration 13Q: 3 clusters Score -2966328 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -2966393.500000 Penalty: 5065.735352
	Iteration 14Q: 3 clusters Score -2966394 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -2966439.250000 Penalty: 5065.735352
	Iteration 15Q: 3 clusters Score -2966439 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2966466.250000 Penalty: 5065.735352
	Iteration 16Q: 3 clusters Score -2966466 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -2966487.250000 Penalty: 5065.735352
	Iteration 17Q: 3 clusters Score -2966487 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -2966502.000000 Penalty: 5065.735352
	Iteration 18Q: 3 clusters Score -2966502 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -2966519.000000 Penalty: 5065.735352
	Iteration 19Q: 3 clusters Score -2966519 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -2966522.750000 Penalty: 5065.735352
	Iteration 20F: 3 clusters Score -2966523 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -2966530.250000 Penalty: 5065.735352
	Iteration 21Q: 3 clusters Score -2966530 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -2966533.000000 Penalty: 5065.735352
	Iteration 22Q: 3 clusters Score -2966533 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -2966528.500000 Penalty: 5065.735352
	Iteration 23Q: 3 clusters Score -2966528 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -2966531.250000 Penalty: 5065.735352
	Iteration 24Q: 3 clusters Score -2966531 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -2966531.250000 Penalty: 5065.735352
	Iteration 25Q: 3 clusters Score -2966531 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -2966535.000000 Penalty: 5065.735352
	Iteration 26Q: 3 clusters Score -2966535 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -2966541.750000 Penalty: 5065.735352
	Iteration 27Q: 3 clusters Score -2966542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -2966539.500000 Penalty: 5065.735352
	Iteration 28Q: 3 clusters Score -2966540 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2966540.000000 Penalty: 5065.735352
	Iteration 29Q: 3 clusters Score -2966540 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -2966537.000000 Penalty: 5065.735352
	Iteration 30Q: 3 clusters Score -2966537 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -2966540.500000 Penalty: 5065.735352
	Iteration 31Q: 3 clusters Score -2966540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -2966541.250000 Penalty: 5065.735352
	Iteration 32Q: 3 clusters Score -2966541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -2966548.000000 Penalty: 5065.735352
	Iteration 33Q: 3 clusters Score -2966548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2966548.000000 Penalty: 5065.735352
	Iteration 34Q: 3 clusters Score -2966548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -2966553.750000 Penalty: 5065.735352
	Iteration 35Q: 3 clusters Score -2966554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2966554.500000 Penalty: 5065.735352
	Iteration 36Q: 3 clusters Score -2966554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -2966550.750000 Penalty: 5065.735352
	Iteration 37Q: 3 clusters Score -2966551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2966552.000000 Penalty: 5065.735352
	Iteration 38Q: 3 clusters Score -2966552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -2966556.750000 Penalty: 5065.735352
	Iteration 39Q: 3 clusters Score -2966557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2966556.000000 Penalty: 5065.735352
	Iteration 40F: 3 clusters Score -2966556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -2966552.250000 Penalty: 5065.735352
	Iteration 41Q: 3 clusters Score -2966552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -2966552.250000 Penalty: 5065.735352
	Iteration 42F: 3 clusters Score -2966552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Entering Unmasked Estep 
Score: -312775.593750 Penalty: 2006.723511
	Iteration 0F: 2 clusters Score -312775.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -309385.406250 Penalty: 4013.447021
	Iteration 0F: 3 clusters Score -309385.4 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -310138.562500 Penalty: 4013.447021
	Iteration 1F: 3 clusters Score -310138.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -310323.125000 Penalty: 4013.447021
	Iteration 2F: 3 clusters Score -310323.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -310455.750000 Penalty: 4013.447021
	Iteration 3F: 3 clusters Score -310455.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -310550.843750 Penalty: 4013.447021
	Iteration 4Q: 3 clusters Score -310550.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -310619.968750 Penalty: 4013.447021
	Iteration 5Q: 3 clusters Score -310620 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -310684.781250 Penalty: 4013.447021
	Iteration 6Q: 3 clusters Score -310684.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -310741.406250 Penalty: 4013.447021
	Iteration 7Q: 3 clusters Score -310741.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -310802.500000 Penalty: 4013.447021
	Iteration 8Q: 3 clusters Score -310802.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -310865.593750 Penalty: 4013.447021
	Iteration 9Q: 3 clusters Score -310865.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -310919.437500 Penalty: 4013.447021
	Iteration 10Q: 3 clusters Score -310919.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -310960.875000 Penalty: 4013.447021
	Iteration 11Q: 3 clusters Score -310960.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -310983.406250 Penalty: 4013.447021
	Iteration 12Q: 3 clusters Score -310983.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -311004.593750 Penalty: 4013.447021
	Iteration 13Q: 3 clusters Score -311004.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -311021.250000 Penalty: 4013.447021
	Iteration 14Q: 3 clusters Score -311021.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -311031.312500 Penalty: 4013.447021
	Iteration 15Q: 3 clusters Score -311031.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -311037.218750 Penalty: 4013.447021
	Iteration 16Q: 3 clusters Score -311037.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -311041.875000 Penalty: 4013.447021
	Iteration 17Q: 3 clusters Score -311041.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -311045.937500 Penalty: 4013.447021
	Iteration 18Q: 3 clusters Score -311045.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -311050.406250 Penalty: 4013.447021
	Iteration 19Q: 3 clusters Score -311050.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -311054.031250 Penalty: 4013.447021
	Iteration 20F: 3 clusters Score -311054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -311055.875000 Penalty: 4013.447021
	Iteration 21Q: 3 clusters Score -311055.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -311059.031250 Penalty: 4013.447021
	Iteration 22Q: 3 clusters Score -311059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -311061.218750 Penalty: 4013.447021
	Iteration 23Q: 3 clusters Score -311061.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -311062.281250 Penalty: 4013.447021
	Iteration 24Q: 3 clusters Score -311062.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -311063.625000 Penalty: 4013.447021
	Iteration 25Q: 3 clusters Score -311063.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -311065.031250 Penalty: 4013.447021
	Iteration 26Q: 3 clusters Score -311065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -311066.062500 Penalty: 4013.447021
	Iteration 27Q: 3 clusters Score -311066.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -311066.968750 Penalty: 4013.447021
	Iteration 28Q: 3 clusters Score -311067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -311068.781250 Penalty: 4013.447021
	Iteration 29Q: 3 clusters Score -311068.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -311069.843750 Penalty: 4013.447021
	Iteration 30Q: 3 clusters Score -311069.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -311071.406250 Penalty: 4013.447021
	Iteration 31Q: 3 clusters Score -311071.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -311071.343750 Penalty: 4013.447021
	Iteration 32Q: 3 clusters Score -311071.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -311072.750000 Penalty: 4013.447021
	Iteration 33Q: 3 clusters Score -311072.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -311073.500000 Penalty: 4013.447021
	Iteration 34Q: 3 clusters Score -311073.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -311076.531250 Penalty: 4013.447021
	Iteration 35Q: 3 clusters Score -311076.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -311078.843750 Penalty: 4013.447021
	Iteration 36Q: 3 clusters Score -311078.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -311079.843750 Penalty: 4013.447021
	Iteration 37Q: 3 clusters Score -311079.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -311080.593750 Penalty: 4013.447021
	Iteration 38Q: 3 clusters Score -311080.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -311080.875000 Penalty: 4013.447021
	Iteration 39Q: 3 clusters Score -311080.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -311081.843750 Penalty: 4013.447021
	Iteration 40F: 3 clusters Score -311081.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -311082.437500 Penalty: 4013.447021
	Iteration 41Q: 3 clusters Score -311082.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -311084.593750 Penalty: 4013.447021
	Iteration 42Q: 3 clusters Score -311084.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -311089.343750 Penalty: 4013.447021
	Iteration 43Q: 3 clusters Score -311089.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -311092.687500 Penalty: 4013.447021
	Iteration 44Q: 3 clusters Score -311092.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -311094.250000 Penalty: 4013.447021
	Iteration 45Q: 3 clusters Score -311094.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -311094.906250 Penalty: 4013.447021
	Iteration 46Q: 3 clusters Score -311094.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -311095.187500 Penalty: 4013.447021
	Iteration 47Q: 3 clusters Score -311095.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -311095.843750 Penalty: 4013.447021
	Iteration 48Q: 3 clusters Score -311095.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -311096.031250 Penalty: 4013.447021
	Iteration 49Q: 3 clusters Score -311096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -311096.500000 Penalty: 4013.447021
	Iteration 50Q: 3 clusters Score -311096.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -311096.562500 Penalty: 4013.447021
	Iteration 51Q: 3 clusters Score -311096.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -311096.562500 Penalty: 4013.447021
	Iteration 52F: 3 clusters Score -311096.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Entering Unmasked Estep 
Score: -142284.937500 Penalty: 1795.681152
	Iteration 0F: 2 clusters Score -142284.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -140087.859375 Penalty: 3591.362305
	Iteration 0F: 3 clusters Score -140087.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -140446.562500 Penalty: 3591.362305
	Iteration 1F: 3 clusters Score -140446.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -140556.187500 Penalty: 3591.362305
	Iteration 2F: 3 clusters Score -140556.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -140602.687500 Penalty: 3591.362305
	Iteration 3Q: 3 clusters Score -140602.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -140645.296875 Penalty: 3591.362305
	Iteration 4Q: 3 clusters Score -140645.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -140688.765625 Penalty: 3591.362305
	Iteration 5Q: 3 clusters Score -140688.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -140728.750000 Penalty: 3591.362305
	Iteration 6Q: 3 clusters Score -140728.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -140760.375000 Penalty: 3591.362305
	Iteration 7Q: 3 clusters Score -140760.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -140784.062500 Penalty: 3591.362305
	Iteration 8Q: 3 clusters Score -140784.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -140804.531250 Penalty: 3591.362305
	Iteration 9Q: 3 clusters Score -140804.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -140829.328125 Penalty: 3591.362305
	Iteration 10Q: 3 clusters Score -140829.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -140849.468750 Penalty: 3591.362305
	Iteration 11Q: 3 clusters Score -140849.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -140865.000000 Penalty: 3591.362305
	Iteration 12Q: 3 clusters Score -140865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -140875.578125 Penalty: 3591.362305
	Iteration 13Q: 3 clusters Score -140875.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -140885.734375 Penalty: 3591.362305
	Iteration 14Q: 3 clusters Score -140885.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -140903.171875 Penalty: 3591.362305
	Iteration 15Q: 3 clusters Score -140903.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -140913.375000 Penalty: 3591.362305
	Iteration 16Q: 3 clusters Score -140913.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -140919.828125 Penalty: 3591.362305
	Iteration 17Q: 3 clusters Score -140919.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -140920.859375 Penalty: 3591.362305
	Iteration 18Q: 3 clusters Score -140920.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -140920.859375 Penalty: 3591.362305
	Iteration 19F: 3 clusters Score -140920.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Entering Unmasked Estep 
Score: -84467.984375 Penalty: 1665.415161
	Iteration 0F: 2 clusters Score -84467.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -82744.859375 Penalty: 3330.830322
	Iteration 0F: 3 clusters Score -82744.86 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -82986.929688 Penalty: 3330.830322
	Iteration 1F: 3 clusters Score -82986.93 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -83063.781250 Penalty: 3330.830322
	Iteration 2F: 3 clusters Score -83063.78 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -83106.812500 Penalty: 3330.830322
	Iteration 3Q: 3 clusters Score -83106.81 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -83150.343750 Penalty: 3330.830322
	Iteration 4Q: 3 clusters Score -83150.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -83174.218750 Penalty: 3330.830322
	Iteration 5Q: 3 clusters Score -83174.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -83200.859375 Penalty: 3330.830322
	Iteration 6Q: 3 clusters Score -83200.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -83218.226562 Penalty: 3330.830322
	Iteration 7Q: 3 clusters Score -83218.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -83225.898438 Penalty: 3330.830322
	Iteration 8Q: 3 clusters Score -83225.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -83230.585938 Penalty: 3330.830322
	Iteration 9Q: 3 clusters Score -83230.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -83235.492188 Penalty: 3330.830322
	Iteration 10Q: 3 clusters Score -83235.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -83239.484375 Penalty: 3330.830322
	Iteration 11Q: 3 clusters Score -83239.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -83245.140625 Penalty: 3330.830322
	Iteration 12Q: 3 clusters Score -83245.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -83249.710938 Penalty: 3330.830322
	Iteration 13Q: 3 clusters Score -83249.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -83251.882812 Penalty: 3330.830322
	Iteration 14Q: 3 clusters Score -83251.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -83253.140625 Penalty: 3330.830322
	Iteration 15Q: 3 clusters Score -83253.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -83253.140625 Penalty: 3330.830322
	Iteration 16F: 3 clusters Score -83253.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Entering Unmasked Estep 
Score: -331614.531250 Penalty: 1991.944702
	Iteration 0F: 2 clusters Score -331614.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -328284.156250 Penalty: 3983.889404
	Iteration 0F: 3 clusters Score -328284.2 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -328968.468750 Penalty: 3983.889404
	Iteration 1F: 3 clusters Score -328968.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -329124.625000 Penalty: 3983.889404
	Iteration 2F: 3 clusters Score -329124.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -329233.562500 Penalty: 3983.889404
	Iteration 3Q: 3 clusters Score -329233.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -329323.000000 Penalty: 3983.889404
	Iteration 4Q: 3 clusters Score -329323 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -329420.750000 Penalty: 3983.889404
	Iteration 5Q: 3 clusters Score -329420.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -329503.093750 Penalty: 3983.889404
	Iteration 6Q: 3 clusters Score -329503.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -329569.718750 Penalty: 3983.889404
	Iteration 7Q: 3 clusters Score -329569.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -329624.906250 Penalty: 3983.889404
	Iteration 8Q: 3 clusters Score -329624.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -329656.812500 Penalty: 3983.889404
	Iteration 9Q: 3 clusters Score -329656.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -329687.281250 Penalty: 3983.889404
	Iteration 10Q: 3 clusters Score -329687.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -329711.031250 Penalty: 3983.889404
	Iteration 11Q: 3 clusters Score -329711 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -329731.718750 Penalty: 3983.889404
	Iteration 12Q: 3 clusters Score -329731.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -329749.875000 Penalty: 3983.889404
	Iteration 13Q: 3 clusters Score -329749.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -329768.218750 Penalty: 3983.889404
	Iteration 14Q: 3 clusters Score -329768.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -329791.406250 Penalty: 3983.889404
	Iteration 15Q: 3 clusters Score -329791.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -329814.968750 Penalty: 3983.889404
	Iteration 16Q: 3 clusters Score -329815 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -329834.375000 Penalty: 3983.889404
	Iteration 17Q: 3 clusters Score -329834.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -329849.812500 Penalty: 3983.889404
	Iteration 18Q: 3 clusters Score -329849.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -329868.000000 Penalty: 3983.889404
	Iteration 19Q: 3 clusters Score -329868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -329885.875000 Penalty: 3983.889404
	Iteration 20F: 3 clusters Score -329885.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -329900.937500 Penalty: 3983.889404
	Iteration 21Q: 3 clusters Score -329900.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -329918.093750 Penalty: 3983.889404
	Iteration 22Q: 3 clusters Score -329918.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -329942.656250 Penalty: 3983.889404
	Iteration 23Q: 3 clusters Score -329942.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -329958.781250 Penalty: 3983.889404
	Iteration 24Q: 3 clusters Score -329958.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -329974.625000 Penalty: 3983.889404
	Iteration 25Q: 3 clusters Score -329974.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -329994.937500 Penalty: 3983.889404
	Iteration 26Q: 3 clusters Score -329994.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -330023.062500 Penalty: 3983.889404
	Iteration 27Q: 3 clusters Score -330023.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -330045.125000 Penalty: 3983.889404
	Iteration 28Q: 3 clusters Score -330045.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -330063.031250 Penalty: 3983.889404
	Iteration 29Q: 3 clusters Score -330063 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -330078.625000 Penalty: 3983.889404
	Iteration 30Q: 3 clusters Score -330078.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -330104.906250 Penalty: 3983.889404
	Iteration 31Q: 3 clusters Score -330104.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -330128.437500 Penalty: 3983.889404
	Iteration 32Q: 3 clusters Score -330128.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -330141.156250 Penalty: 3983.889404
	Iteration 33Q: 3 clusters Score -330141.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -330152.718750 Penalty: 3983.889404
	Iteration 34Q: 3 clusters Score -330152.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -330161.531250 Penalty: 3983.889404
	Iteration 35Q: 3 clusters Score -330161.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -330169.562500 Penalty: 3983.889404
	Iteration 36Q: 3 clusters Score -330169.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -330173.281250 Penalty: 3983.889404
	Iteration 37Q: 3 clusters Score -330173.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -330178.906250 Penalty: 3983.889404
	Iteration 38Q: 3 clusters Score -330178.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -330181.593750 Penalty: 3983.889404
	Iteration 39Q: 3 clusters Score -330181.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -330183.875000 Penalty: 3983.889404
	Iteration 40F: 3 clusters Score -330183.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -330184.625000 Penalty: 3983.889404
	Iteration 41Q: 3 clusters Score -330184.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -330186.406250 Penalty: 3983.889404
	Iteration 42Q: 3 clusters Score -330186.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -330187.156250 Penalty: 3983.889404
	Iteration 43Q: 3 clusters Score -330187.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -330187.625000 Penalty: 3983.889404
	Iteration 44Q: 3 clusters Score -330187.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -330188.968750 Penalty: 3983.889404
	Iteration 45Q: 3 clusters Score -330189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -330189.718750 Penalty: 3983.889404
	Iteration 46Q: 3 clusters Score -330189.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -330191.843750 Penalty: 3983.889404
	Iteration 47Q: 3 clusters Score -330191.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -330193.968750 Penalty: 3983.889404
	Iteration 48Q: 3 clusters Score -330194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -330196.531250 Penalty: 3983.889404
	Iteration 49Q: 3 clusters Score -330196.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -330197.687500 Penalty: 3983.889404
	Iteration 50Q: 3 clusters Score -330197.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -330199.281250 Penalty: 3983.889404
	Iteration 51Q: 3 clusters Score -330199.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -330200.781250 Penalty: 3983.889404
	Iteration 52Q: 3 clusters Score -330200.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -330201.062500 Penalty: 3983.889404
	Iteration 53Q: 3 clusters Score -330201.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -330202.031250 Penalty: 3983.889404
	Iteration 54Q: 3 clusters Score -330202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -330204.437500 Penalty: 3983.889404
	Iteration 55Q: 3 clusters Score -330204.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -330206.187500 Penalty: 3983.889404
	Iteration 56Q: 3 clusters Score -330206.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -330210.750000 Penalty: 3983.889404
	Iteration 57Q: 3 clusters Score -330210.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -330211.500000 Penalty: 3983.889404
	Iteration 58Q: 3 clusters Score -330211.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -330213.218750 Penalty: 3983.889404
	Iteration 59Q: 3 clusters Score -330213.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -330215.062500 Penalty: 3983.889404
	Iteration 60F: 3 clusters Score -330215.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -330215.875000 Penalty: 3983.889404
	Iteration 61Q: 3 clusters Score -330215.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -330215.875000 Penalty: 3983.889404
	Iteration 62F: 3 clusters Score -330215.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (5802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Entering Unmasked Estep 
Score: -624863.250000 Penalty: 2149.157715
	Iteration 0F: 2 clusters Score -624863.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -619804.250000 Penalty: 4298.315430
	Iteration 0F: 3 clusters Score -619804.2 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -621036.125000 Penalty: 4298.315430
	Iteration 1F: 3 clusters Score -621036.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -621244.437500 Penalty: 4298.315430
	Iteration 2F: 3 clusters Score -621244.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -621376.125000 Penalty: 4298.315430
	Iteration 3Q: 3 clusters Score -621376.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -621478.875000 Penalty: 4298.315430
	Iteration 4Q: 3 clusters Score -621478.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -621557.875000 Penalty: 4298.315430
	Iteration 5Q: 3 clusters Score -621557.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -621642.062500 Penalty: 4298.315430
	Iteration 6Q: 3 clusters Score -621642.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -621723.437500 Penalty: 4298.315430
	Iteration 7Q: 3 clusters Score -621723.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -621803.750000 Penalty: 4298.315430
	Iteration 8Q: 3 clusters Score -621803.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -621877.625000 Penalty: 4298.315430
	Iteration 9Q: 3 clusters Score -621877.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -621969.687500 Penalty: 4298.315430
	Iteration 10Q: 3 clusters Score -621969.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -622080.375000 Penalty: 4298.315430
	Iteration 11Q: 3 clusters Score -622080.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -622194.375000 Penalty: 4298.315430
	Iteration 12Q: 3 clusters Score -622194.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -622319.500000 Penalty: 4298.315430
	Iteration 13Q: 3 clusters Score -622319.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -622463.312500 Penalty: 4298.315430
	Iteration 14Q: 3 clusters Score -622463.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -622604.625000 Penalty: 4298.315430
	Iteration 15Q: 3 clusters Score -622604.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -622747.812500 Penalty: 4298.315430
	Iteration 16Q: 3 clusters Score -622747.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -622898.375000 Penalty: 4298.315430
	Iteration 17Q: 3 clusters Score -622898.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -623050.250000 Penalty: 4298.315430
	Iteration 18Q: 3 clusters Score -623050.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -623161.500000 Penalty: 4298.315430
	Iteration 19Q: 3 clusters Score -623161.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -623245.937500 Penalty: 4298.315430
	Iteration 20F: 3 clusters Score -623245.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -623310.937500 Penalty: 4298.315430
	Iteration 21Q: 3 clusters Score -623310.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -623365.562500 Penalty: 4298.315430
	Iteration 22Q: 3 clusters Score -623365.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -623408.687500 Penalty: 4298.315430
	Iteration 23Q: 3 clusters Score -623408.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -623436.875000 Penalty: 4298.315430
	Iteration 24Q: 3 clusters Score -623436.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -623462.437500 Penalty: 4298.315430
	Iteration 25Q: 3 clusters Score -623462.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -623482.562500 Penalty: 4298.315430
	Iteration 26Q: 3 clusters Score -623482.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -623499.437500 Penalty: 4298.315430
	Iteration 27Q: 3 clusters Score -623499.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -623516.812500 Penalty: 4298.315430
	Iteration 28Q: 3 clusters Score -623516.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -623526.500000 Penalty: 4298.315430
	Iteration 29Q: 3 clusters Score -623526.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -623538.125000 Penalty: 4298.315430
	Iteration 30Q: 3 clusters Score -623538.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -623545.875000 Penalty: 4298.315430
	Iteration 31Q: 3 clusters Score -623545.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -623555.375000 Penalty: 4298.315430
	Iteration 32Q: 3 clusters Score -623555.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -623565.687500 Penalty: 4298.315430
	Iteration 33Q: 3 clusters Score -623565.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -623575.750000 Penalty: 4298.315430
	Iteration 34Q: 3 clusters Score -623575.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -623586.562500 Penalty: 4298.315430
	Iteration 35Q: 3 clusters Score -623586.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -623587.750000 Penalty: 4298.315430
	Iteration 36Q: 3 clusters Score -623587.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -623590.562500 Penalty: 4298.315430
	Iteration 37Q: 3 clusters Score -623590.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -623592.312500 Penalty: 4298.315430
	Iteration 38Q: 3 clusters Score -623592.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -623594.562500 Penalty: 4298.315430
	Iteration 39Q: 3 clusters Score -623594.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -623595.875000 Penalty: 4298.315430
	Iteration 40F: 3 clusters Score -623595.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -623599.000000 Penalty: 4298.315430
	Iteration 41Q: 3 clusters Score -623599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -623602.125000 Penalty: 4298.315430
	Iteration 42Q: 3 clusters Score -623602.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -623603.312500 Penalty: 4298.315430
	Iteration 43Q: 3 clusters Score -623603.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -623604.437500 Penalty: 4298.315430
	Iteration 44Q: 3 clusters Score -623604.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -623605.500000 Penalty: 4298.315430
	Iteration 45Q: 3 clusters Score -623605.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -623606.687500 Penalty: 4298.315430
	Iteration 46Q: 3 clusters Score -623606.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -623608.437500 Penalty: 4298.315430
	Iteration 47Q: 3 clusters Score -623608.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -623610.750000 Penalty: 4298.315430
	Iteration 48Q: 3 clusters Score -623610.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -623613.687500 Penalty: 4298.315430
	Iteration 49Q: 3 clusters Score -623613.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -623615.187500 Penalty: 4298.315430
	Iteration 50Q: 3 clusters Score -623615.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -623616.125000 Penalty: 4298.315430
	Iteration 51Q: 3 clusters Score -623616.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -623618.250000 Penalty: 4298.315430
	Iteration 52Q: 3 clusters Score -623618.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -623617.937500 Penalty: 4298.315430
	Iteration 53Q: 3 clusters Score -623617.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -623618.250000 Penalty: 4298.315430
	Iteration 54Q: 3 clusters Score -623618.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -623618.250000 Penalty: 4298.315430
	Iteration 55F: 3 clusters Score -623618.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Entering Unmasked Estep 
Score: -68917.179688 Penalty: 1626.784546
	Iteration 0F: 2 clusters Score -68917.18 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 329 members 
Entering Unmasked Estep 
Score: -67197.601562 Penalty: 3253.569092
	Iteration 0F: 3 clusters Score -67197.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -67421.781250 Penalty: 3253.569092
	Iteration 1F: 3 clusters Score -67421.78 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -67481.945312 Penalty: 3253.569092
	Iteration 2F: 3 clusters Score -67481.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -67512.882812 Penalty: 3253.569092
	Iteration 3Q: 3 clusters Score -67512.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -67533.203125 Penalty: 3253.569092
	Iteration 4Q: 3 clusters Score -67533.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -67542.945312 Penalty: 3253.569092
	Iteration 5Q: 3 clusters Score -67542.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -67548.929688 Penalty: 3253.569092
	Iteration 6Q: 3 clusters Score -67548.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -67550.054688 Penalty: 3253.569092
	Iteration 7Q: 3 clusters Score -67550.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -67552.890625 Penalty: 3253.569092
	Iteration 8Q: 3 clusters Score -67552.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -67553.656250 Penalty: 3253.569092
	Iteration 9Q: 3 clusters Score -67553.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -67553.656250 Penalty: 3253.569092
	Iteration 10F: 3 clusters Score -67553.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (8737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Entering Unmasked Estep 
Score: -929447.687500 Penalty: 2250.679932
	Iteration 0F: 2 clusters Score -929447.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -922543.687500 Penalty: 4501.359863
	Iteration 0F: 3 clusters Score -922543.7 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -924559.000000 Penalty: 4501.359863
	Iteration 1F: 3 clusters Score -924559 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -924971.375000 Penalty: 4501.359863
	Iteration 2F: 3 clusters Score -924971.4 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -925318.375000 Penalty: 4501.359863
	Iteration 3F: 3 clusters Score -925318.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -925629.500000 Penalty: 4501.359863
	Iteration 4F: 3 clusters Score -925629.5 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -925924.062500 Penalty: 4501.359863
	Iteration 5Q: 3 clusters Score -925924.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -926215.312500 Penalty: 4501.359863
	Iteration 6Q: 3 clusters Score -926215.3 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -926491.875000 Penalty: 4501.359863
	Iteration 7Q: 3 clusters Score -926491.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -926712.250000 Penalty: 4501.359863
	Iteration 8Q: 3 clusters Score -926712.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -926869.625000 Penalty: 4501.359863
	Iteration 9Q: 3 clusters Score -926869.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -926999.937500 Penalty: 4501.359863
	Iteration 10Q: 3 clusters Score -926999.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -927106.000000 Penalty: 4501.359863
	Iteration 11Q: 3 clusters Score -927106 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -927173.937500 Penalty: 4501.359863
	Iteration 12Q: 3 clusters Score -927173.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -927216.375000 Penalty: 4501.359863
	Iteration 13Q: 3 clusters Score -927216.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -927247.625000 Penalty: 4501.359863
	Iteration 14Q: 3 clusters Score -927247.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -927283.375000 Penalty: 4501.359863
	Iteration 15Q: 3 clusters Score -927283.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -927316.062500 Penalty: 4501.359863
	Iteration 16Q: 3 clusters Score -927316.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -927346.750000 Penalty: 4501.359863
	Iteration 17Q: 3 clusters Score -927346.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -927370.625000 Penalty: 4501.359863
	Iteration 18Q: 3 clusters Score -927370.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -927396.375000 Penalty: 4501.359863
	Iteration 19Q: 3 clusters Score -927396.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -927423.437500 Penalty: 4501.359863
	Iteration 20F: 3 clusters Score -927423.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -927455.875000 Penalty: 4501.359863
	Iteration 21Q: 3 clusters Score -927455.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -927481.562500 Penalty: 4501.359863
	Iteration 22Q: 3 clusters Score -927481.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -927516.062500 Penalty: 4501.359863
	Iteration 23Q: 3 clusters Score -927516.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -927543.062500 Penalty: 4501.359863
	Iteration 24Q: 3 clusters Score -927543.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -927576.125000 Penalty: 4501.359863
	Iteration 25Q: 3 clusters Score -927576.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -927609.125000 Penalty: 4501.359863
	Iteration 26Q: 3 clusters Score -927609.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -927640.125000 Penalty: 4501.359863
	Iteration 27Q: 3 clusters Score -927640.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -927673.562500 Penalty: 4501.359863
	Iteration 28Q: 3 clusters Score -927673.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -927714.500000 Penalty: 4501.359863
	Iteration 29Q: 3 clusters Score -927714.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -927764.437500 Penalty: 4501.359863
	Iteration 30Q: 3 clusters Score -927764.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -927816.875000 Penalty: 4501.359863
	Iteration 31Q: 3 clusters Score -927816.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -927852.125000 Penalty: 4501.359863
	Iteration 32Q: 3 clusters Score -927852.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -927893.062500 Penalty: 4501.359863
	Iteration 33Q: 3 clusters Score -927893.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -927922.312500 Penalty: 4501.359863
	Iteration 34Q: 3 clusters Score -927922.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -927948.125000 Penalty: 4501.359863
	Iteration 35Q: 3 clusters Score -927948.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -927972.937500 Penalty: 4501.359863
	Iteration 36Q: 3 clusters Score -927972.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -927997.187500 Penalty: 4501.359863
	Iteration 37Q: 3 clusters Score -927997.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -928015.750000 Penalty: 4501.359863
	Iteration 38Q: 3 clusters Score -928015.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -928030.750000 Penalty: 4501.359863
	Iteration 39Q: 3 clusters Score -928030.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -928042.625000 Penalty: 4501.359863
	Iteration 40F: 3 clusters Score -928042.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -928053.250000 Penalty: 4501.359863
	Iteration 41Q: 3 clusters Score -928053.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -928062.562500 Penalty: 4501.359863
	Iteration 42Q: 3 clusters Score -928062.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -928068.250000 Penalty: 4501.359863
	Iteration 43Q: 3 clusters Score -928068.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -928077.000000 Penalty: 4501.359863
	Iteration 44Q: 3 clusters Score -928077 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -928088.562500 Penalty: 4501.359863
	Iteration 45Q: 3 clusters Score -928088.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -928097.000000 Penalty: 4501.359863
	Iteration 46Q: 3 clusters Score -928097 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -928105.687500 Penalty: 4501.359863
	Iteration 47Q: 3 clusters Score -928105.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -928108.250000 Penalty: 4501.359863
	Iteration 48Q: 3 clusters Score -928108.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -928115.187500 Penalty: 4501.359863
	Iteration 49Q: 3 clusters Score -928115.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -928115.500000 Penalty: 4501.359863
	Iteration 50Q: 3 clusters Score -928115.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -928115.437500 Penalty: 4501.359863
	Iteration 51Q: 3 clusters Score -928115.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -928121.250000 Penalty: 4501.359863
	Iteration 52Q: 3 clusters Score -928121.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -928126.437500 Penalty: 4501.359863
	Iteration 53Q: 3 clusters Score -928126.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -928128.250000 Penalty: 4501.359863
	Iteration 54Q: 3 clusters Score -928128.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -928128.937500 Penalty: 4501.359863
	Iteration 55Q: 3 clusters Score -928128.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -928129.125000 Penalty: 4501.359863
	Iteration 56Q: 3 clusters Score -928129.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -928130.250000 Penalty: 4501.359863
	Iteration 57Q: 3 clusters Score -928130.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -928134.562500 Penalty: 4501.359863
	Iteration 58Q: 3 clusters Score -928134.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -928136.937500 Penalty: 4501.359863
	Iteration 59Q: 3 clusters Score -928136.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -928139.125000 Penalty: 4501.359863
	Iteration 60F: 3 clusters Score -928139.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -928141.625000 Penalty: 4501.359863
	Iteration 61Q: 3 clusters Score -928141.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -928142.375000 Penalty: 4501.359863
	Iteration 62Q: 3 clusters Score -928142.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -928144.062500 Penalty: 4501.359863
	Iteration 63Q: 3 clusters Score -928144.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -928144.937500 Penalty: 4501.359863
	Iteration 64Q: 3 clusters Score -928144.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -928148.312500 Penalty: 4501.359863
	Iteration 65Q: 3 clusters Score -928148.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -928148.375000 Penalty: 4501.359863
	Iteration 66Q: 3 clusters Score -928148.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -928148.375000 Penalty: 4501.359863
	Iteration 67F: 3 clusters Score -928148.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (16081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Entering Unmasked Estep 
Score: -1734733.375000 Penalty: 2401.977539
	Iteration 0F: 2 clusters Score -1734733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1723224.750000 Penalty: 4803.955078
	Iteration 0F: 3 clusters Score -1723225 nChanged 6907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1727057.125000 Penalty: 4803.955078
	Iteration 1F: 3 clusters Score -1727057 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1727617.625000 Penalty: 4803.955078
	Iteration 2F: 3 clusters Score -1727618 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1728104.250000 Penalty: 4803.955078
	Iteration 3F: 3 clusters Score -1728104 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1728498.625000 Penalty: 4803.955078
	Iteration 4F: 3 clusters Score -1728499 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1728887.625000 Penalty: 4803.955078
	Iteration 5Q: 3 clusters Score -1728888 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1729275.125000 Penalty: 4803.955078
	Iteration 6Q: 3 clusters Score -1729275 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1729703.375000 Penalty: 4803.955078
	Iteration 7Q: 3 clusters Score -1729703 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1730157.875000 Penalty: 4803.955078
	Iteration 8Q: 3 clusters Score -1730158 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1730567.250000 Penalty: 4803.955078
	Iteration 9Q: 3 clusters Score -1730567 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1730952.875000 Penalty: 4803.955078
	Iteration 10Q: 3 clusters Score -1730953 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1731301.750000 Penalty: 4803.955078
	Iteration 11Q: 3 clusters Score -1731302 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1731616.125000 Penalty: 4803.955078
	Iteration 12Q: 3 clusters Score -1731616 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1731834.125000 Penalty: 4803.955078
	Iteration 13Q: 3 clusters Score -1731834 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1731990.500000 Penalty: 4803.955078
	Iteration 14Q: 3 clusters Score -1731990 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1732143.875000 Penalty: 4803.955078
	Iteration 15Q: 3 clusters Score -1732144 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1732275.750000 Penalty: 4803.955078
	Iteration 16Q: 3 clusters Score -1732276 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1732410.250000 Penalty: 4803.955078
	Iteration 17Q: 3 clusters Score -1732410 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1732564.500000 Penalty: 4803.955078
	Iteration 18Q: 3 clusters Score -1732564 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1732728.625000 Penalty: 4803.955078
	Iteration 19Q: 3 clusters Score -1732729 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1732887.250000 Penalty: 4803.955078
	Iteration 20F: 3 clusters Score -1732887 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1733059.375000 Penalty: 4803.955078
	Iteration 21Q: 3 clusters Score -1733059 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1733225.125000 Penalty: 4803.955078
	Iteration 22Q: 3 clusters Score -1733225 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1733348.125000 Penalty: 4803.955078
	Iteration 23Q: 3 clusters Score -1733348 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1733470.250000 Penalty: 4803.955078
	Iteration 24Q: 3 clusters Score -1733470 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1733568.625000 Penalty: 4803.955078
	Iteration 25Q: 3 clusters Score -1733569 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1733645.000000 Penalty: 4803.955078
	Iteration 26Q: 3 clusters Score -1733645 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1733727.875000 Penalty: 4803.955078
	Iteration 27Q: 3 clusters Score -1733728 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1733784.875000 Penalty: 4803.955078
	Iteration 28Q: 3 clusters Score -1733785 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1733837.625000 Penalty: 4803.955078
	Iteration 29Q: 3 clusters Score -1733838 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1733882.500000 Penalty: 4803.955078
	Iteration 30Q: 3 clusters Score -1733882 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1733911.250000 Penalty: 4803.955078
	Iteration 31Q: 3 clusters Score -1733911 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1733930.875000 Penalty: 4803.955078
	Iteration 32Q: 3 clusters Score -1733931 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1733944.250000 Penalty: 4803.955078
	Iteration 33Q: 3 clusters Score -1733944 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1733955.125000 Penalty: 4803.955078
	Iteration 34Q: 3 clusters Score -1733955 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1733972.250000 Penalty: 4803.955078
	Iteration 35Q: 3 clusters Score -1733972 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1733980.375000 Penalty: 4803.955078
	Iteration 36Q: 3 clusters Score -1733980 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1733994.500000 Penalty: 4803.955078
	Iteration 37Q: 3 clusters Score -1733994 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1734007.875000 Penalty: 4803.955078
	Iteration 38Q: 3 clusters Score -1734008 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1734028.250000 Penalty: 4803.955078
	Iteration 39Q: 3 clusters Score -1734028 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1734041.750000 Penalty: 4803.955078
	Iteration 40F: 3 clusters Score -1734042 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1734055.125000 Penalty: 4803.955078
	Iteration 41Q: 3 clusters Score -1734055 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1734064.250000 Penalty: 4803.955078
	Iteration 42Q: 3 clusters Score -1734064 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1734070.875000 Penalty: 4803.955078
	Iteration 43Q: 3 clusters Score -1734071 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1734084.875000 Penalty: 4803.955078
	Iteration 44Q: 3 clusters Score -1734085 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1734094.625000 Penalty: 4803.955078
	Iteration 45Q: 3 clusters Score -1734095 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1734099.750000 Penalty: 4803.955078
	Iteration 46Q: 3 clusters Score -1734100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1734108.000000 Penalty: 4803.955078
	Iteration 47Q: 3 clusters Score -1734108 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1734116.375000 Penalty: 4803.955078
	Iteration 48Q: 3 clusters Score -1734116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1734125.875000 Penalty: 4803.955078
	Iteration 49Q: 3 clusters Score -1734126 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1734139.875000 Penalty: 4803.955078
	Iteration 50Q: 3 clusters Score -1734140 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1734148.875000 Penalty: 4803.955078
	Iteration 51Q: 3 clusters Score -1734149 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1734157.875000 Penalty: 4803.955078
	Iteration 52Q: 3 clusters Score -1734158 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1734164.500000 Penalty: 4803.955078
	Iteration 53Q: 3 clusters Score -1734164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1734171.875000 Penalty: 4803.955078
	Iteration 54Q: 3 clusters Score -1734172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1734175.875000 Penalty: 4803.955078
	Iteration 55Q: 3 clusters Score -1734176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1734186.125000 Penalty: 4803.955078
	Iteration 56Q: 3 clusters Score -1734186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1734190.250000 Penalty: 4803.955078
	Iteration 57Q: 3 clusters Score -1734190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1734197.875000 Penalty: 4803.955078
	Iteration 58Q: 3 clusters Score -1734198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1734205.250000 Penalty: 4803.955078
	Iteration 59Q: 3 clusters Score -1734205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1734211.250000 Penalty: 4803.955078
	Iteration 60F: 3 clusters Score -1734211 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1734213.000000 Penalty: 4803.955078
	Iteration 61Q: 3 clusters Score -1734213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1734219.625000 Penalty: 4803.955078
	Iteration 62Q: 3 clusters Score -1734220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1734221.625000 Penalty: 4803.955078
	Iteration 63Q: 3 clusters Score -1734222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1734224.750000 Penalty: 4803.955078
	Iteration 64Q: 3 clusters Score -1734225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1734220.875000 Penalty: 4803.955078
	Iteration 65Q: 3 clusters Score -1734221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1734222.875000 Penalty: 4803.955078
	Iteration 66Q: 3 clusters Score -1734223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1734222.625000 Penalty: 4803.955078
	Iteration 67Q: 3 clusters Score -1734223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1734226.625000 Penalty: 4803.955078
	Iteration 68Q: 3 clusters Score -1734227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1734222.125000 Penalty: 4803.955078
	Iteration 69Q: 3 clusters Score -1734222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1734230.125000 Penalty: 4803.955078
	Iteration 70Q: 3 clusters Score -1734230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1734232.250000 Penalty: 4803.955078
	Iteration 71Q: 3 clusters Score -1734232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1734231.000000 Penalty: 4803.955078
	Iteration 72Q: 3 clusters Score -1734231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1734231.000000 Penalty: 4803.955078
	Iteration 73F: 3 clusters Score -1734231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (29975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Entering Unmasked Estep 
Score: -3238561.000000 Penalty: 2556.413574
	Iteration 0F: 2 clusters Score -3238561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -3217861.500000 Penalty: 5112.827148
	Iteration 0F: 3 clusters Score -3217862 nChanged 13645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -3225357.000000 Penalty: 5112.827148
	Iteration 1F: 3 clusters Score -3225357 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -3225967.250000 Penalty: 5112.827148
	Iteration 2F: 3 clusters Score -3225967 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -3226593.000000 Penalty: 5112.827148
	Iteration 3F: 3 clusters Score -3226593 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -3227420.500000 Penalty: 5112.827148
	Iteration 4F: 3 clusters Score -3227420 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -3228520.250000 Penalty: 5112.827148
	Iteration 5F: 3 clusters Score -3228520 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -3229916.250000 Penalty: 5112.827148
	Iteration 6F: 3 clusters Score -3229916 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -3231607.750000 Penalty: 5112.827148
	Iteration 7F: 3 clusters Score -3231608 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -3233343.500000 Penalty: 5112.827148
	Iteration 8F: 3 clusters Score -3233344 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -3234937.750000 Penalty: 5112.827148
	Iteration 9F: 3 clusters Score -3234938 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -3236155.500000 Penalty: 5112.827148
	Iteration 10Q: 3 clusters Score -3236156 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -3236871.500000 Penalty: 5112.827148
	Iteration 11Q: 3 clusters Score -3236872 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -3237315.500000 Penalty: 5112.827148
	Iteration 12Q: 3 clusters Score -3237316 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -3237592.750000 Penalty: 5112.827148
	Iteration 13Q: 3 clusters Score -3237593 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -3237715.750000 Penalty: 5112.827148
	Iteration 14Q: 3 clusters Score -3237716 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -3237787.250000 Penalty: 5112.827148
	Iteration 15Q: 3 clusters Score -3237787 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -3237834.500000 Penalty: 5112.827148
	Iteration 16Q: 3 clusters Score -3237834 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -3237860.500000 Penalty: 5112.827148
	Iteration 17Q: 3 clusters Score -3237860 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -3237894.000000 Penalty: 5112.827148
	Iteration 18Q: 3 clusters Score -3237894 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -3237918.500000 Penalty: 5112.827148
	Iteration 19Q: 3 clusters Score -3237918 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -3237927.750000 Penalty: 5112.827148
	Iteration 20F: 3 clusters Score -3237928 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -3237937.000000 Penalty: 5112.827148
	Iteration 21Q: 3 clusters Score -3237937 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -3237935.000000 Penalty: 5112.827148
	Iteration 22Q: 3 clusters Score -3237935 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -3237942.250000 Penalty: 5112.827148
	Iteration 23Q: 3 clusters Score -3237942 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -3237959.500000 Penalty: 5112.827148
	Iteration 24Q: 3 clusters Score -3237960 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -3237967.750000 Penalty: 5112.827148
	Iteration 25Q: 3 clusters Score -3237968 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -3237978.000000 Penalty: 5112.827148
	Iteration 26Q: 3 clusters Score -3237978 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -3237976.750000 Penalty: 5112.827148
	Iteration 27Q: 3 clusters Score -3237977 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -3238002.500000 Penalty: 5112.827148
	Iteration 28Q: 3 clusters Score -3238002 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -3238024.500000 Penalty: 5112.827148
	Iteration 29Q: 3 clusters Score -3238024 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -3238027.000000 Penalty: 5112.827148
	Iteration 30Q: 3 clusters Score -3238027 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -3238037.250000 Penalty: 5112.827148
	Iteration 31Q: 3 clusters Score -3238037 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -3238059.000000 Penalty: 5112.827148
	Iteration 32Q: 3 clusters Score -3238059 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -3238072.000000 Penalty: 5112.827148
	Iteration 33Q: 3 clusters Score -3238072 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -3238077.000000 Penalty: 5112.827148
	Iteration 34Q: 3 clusters Score -3238077 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -3238098.250000 Penalty: 5112.827148
	Iteration 35Q: 3 clusters Score -3238098 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -3238104.750000 Penalty: 5112.827148
	Iteration 36Q: 3 clusters Score -3238105 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -3238112.750000 Penalty: 5112.827148
	Iteration 37Q: 3 clusters Score -3238113 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -3238123.500000 Penalty: 5112.827148
	Iteration 38Q: 3 clusters Score -3238124 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -3238139.500000 Penalty: 5112.827148
	Iteration 39Q: 3 clusters Score -3238140 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -3238152.750000 Penalty: 5112.827148
	Iteration 40F: 3 clusters Score -3238153 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -3238169.250000 Penalty: 5112.827148
	Iteration 41Q: 3 clusters Score -3238169 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -3238164.250000 Penalty: 5112.827148
	Iteration 42Q: 3 clusters Score -3238164 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -3238177.500000 Penalty: 5112.827148
	Iteration 43Q: 3 clusters Score -3238178 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -3238187.000000 Penalty: 5112.827148
	Iteration 44Q: 3 clusters Score -3238187 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -3238209.250000 Penalty: 5112.827148
	Iteration 45Q: 3 clusters Score -3238209 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -3238218.750000 Penalty: 5112.827148
	Iteration 46Q: 3 clusters Score -3238219 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -3238234.000000 Penalty: 5112.827148
	Iteration 47Q: 3 clusters Score -3238234 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -3238241.000000 Penalty: 5112.827148
	Iteration 48Q: 3 clusters Score -3238241 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -3238241.250000 Penalty: 5112.827148
	Iteration 49Q: 3 clusters Score -3238241 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -3238236.500000 Penalty: 5112.827148
	Iteration 50Q: 3 clusters Score -3238236 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -3238242.500000 Penalty: 5112.827148
	Iteration 51Q: 3 clusters Score -3238242 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -3238242.500000 Penalty: 5112.827148
	Iteration 52Q: 3 clusters Score -3238242 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -3238245.000000 Penalty: 5112.827148
	Iteration 53Q: 3 clusters Score -3238245 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -3238253.500000 Penalty: 5112.827148
	Iteration 54Q: 3 clusters Score -3238254 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -3238256.250000 Penalty: 5112.827148
	Iteration 55Q: 3 clusters Score -3238256 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -3238262.000000 Penalty: 5112.827148
	Iteration 56Q: 3 clusters Score -3238262 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -3238273.250000 Penalty: 5112.827148
	Iteration 57Q: 3 clusters Score -3238273 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -3238279.500000 Penalty: 5112.827148
	Iteration 58Q: 3 clusters Score -3238280 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -3238280.500000 Penalty: 5112.827148
	Iteration 59Q: 3 clusters Score -3238280 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -3238281.750000 Penalty: 5112.827148
	Iteration 60F: 3 clusters Score -3238282 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -3238284.250000 Penalty: 5112.827148
	Iteration 61Q: 3 clusters Score -3238284 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -3238289.000000 Penalty: 5112.827148
	Iteration 62Q: 3 clusters Score -3238289 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -3238288.000000 Penalty: 5112.827148
	Iteration 63Q: 3 clusters Score -3238288 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -3238296.250000 Penalty: 5112.827148
	Iteration 64Q: 3 clusters Score -3238296 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -3238293.750000 Penalty: 5112.827148
	Iteration 65Q: 3 clusters Score -3238294 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -3238300.750000 Penalty: 5112.827148
	Iteration 66Q: 3 clusters Score -3238301 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -3238297.750000 Penalty: 5112.827148
	Iteration 67Q: 3 clusters Score -3238298 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -3238304.000000 Penalty: 5112.827148
	Iteration 68Q: 3 clusters Score -3238304 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -3238298.000000 Penalty: 5112.827148
	Iteration 69Q: 3 clusters Score -3238298 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -3238295.250000 Penalty: 5112.827148
	Iteration 70Q: 3 clusters Score -3238295 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -3238310.500000 Penalty: 5112.827148
	Iteration 71Q: 3 clusters Score -3238310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -3238300.500000 Penalty: 5112.827148
	Iteration 72Q: 3 clusters Score -3238300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -3238316.750000 Penalty: 5112.827148
	Iteration 73Q: 3 clusters Score -3238317 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -3238315.750000 Penalty: 5112.827148
	Iteration 74Q: 3 clusters Score -3238316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -3238320.500000 Penalty: 5112.827148
	Iteration 75Q: 3 clusters Score -3238320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -3238321.000000 Penalty: 5112.827148
	Iteration 76Q: 3 clusters Score -3238321 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -3238324.500000 Penalty: 5112.827148
	Iteration 77Q: 3 clusters Score -3238324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -3238324.250000 Penalty: 5112.827148
	Iteration 78Q: 3 clusters Score -3238324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -3238333.500000 Penalty: 5112.827148
	Iteration 79Q: 3 clusters Score -3238334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -3238328.000000 Penalty: 5112.827148
	Iteration 80F: 3 clusters Score -3238328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -3238334.750000 Penalty: 5112.827148
	Iteration 81Q: 3 clusters Score -3238335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -3238332.500000 Penalty: 5112.827148
	Iteration 82Q: 3 clusters Score -3238332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -3238334.750000 Penalty: 5112.827148
	Iteration 83Q: 3 clusters Score -3238335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -3238343.250000 Penalty: 5112.827148
	Iteration 84Q: 3 clusters Score -3238343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -3238339.750000 Penalty: 5112.827148
	Iteration 85Q: 3 clusters Score -3238340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -3238340.500000 Penalty: 5112.827148
	Iteration 86Q: 3 clusters Score -3238340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -3238341.750000 Penalty: 5112.827148
	Iteration 87Q: 3 clusters Score -3238342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -3238344.750000 Penalty: 5112.827148
	Iteration 88Q: 3 clusters Score -3238345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -3238345.250000 Penalty: 5112.827148
	Iteration 89Q: 3 clusters Score -3238345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -3238340.750000 Penalty: 5112.827148
	Iteration 90Q: 3 clusters Score -3238341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -3238340.750000 Penalty: 5112.827148
	Iteration 91F: 3 clusters Score -3238341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (12026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Entering Unmasked Estep 
Score: -1109931.250000 Penalty: 2329.916748
	Iteration 0F: 2 clusters Score -1109931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1100971.875000 Penalty: 4659.833496
	Iteration 0F: 3 clusters Score -1100972 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1103623.625000 Penalty: 4659.833496
	Iteration 1F: 3 clusters Score -1103624 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1104058.875000 Penalty: 4659.833496
	Iteration 2F: 3 clusters Score -1104059 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1104449.500000 Penalty: 4659.833496
	Iteration 3F: 3 clusters Score -1104450 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1104869.375000 Penalty: 4659.833496
	Iteration 4F: 3 clusters Score -1104869 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1105280.750000 Penalty: 4659.833496
	Iteration 5F: 3 clusters Score -1105281 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1105664.000000 Penalty: 4659.833496
	Iteration 6F: 3 clusters Score -1105664 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1106081.375000 Penalty: 4659.833496
	Iteration 7Q: 3 clusters Score -1106081 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1106471.250000 Penalty: 4659.833496
	Iteration 8Q: 3 clusters Score -1106471 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1106839.750000 Penalty: 4659.833496
	Iteration 9Q: 3 clusters Score -1106840 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1107118.375000 Penalty: 4659.833496
	Iteration 10Q: 3 clusters Score -1107118 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1107328.375000 Penalty: 4659.833496
	Iteration 11Q: 3 clusters Score -1107328 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1107482.375000 Penalty: 4659.833496
	Iteration 12Q: 3 clusters Score -1107482 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1107611.000000 Penalty: 4659.833496
	Iteration 13Q: 3 clusters Score -1107611 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1107711.125000 Penalty: 4659.833496
	Iteration 14Q: 3 clusters Score -1107711 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1107795.875000 Penalty: 4659.833496
	Iteration 15Q: 3 clusters Score -1107796 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1107877.500000 Penalty: 4659.833496
	Iteration 16Q: 3 clusters Score -1107878 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1107952.500000 Penalty: 4659.833496
	Iteration 17Q: 3 clusters Score -1107952 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1108013.125000 Penalty: 4659.833496
	Iteration 18Q: 3 clusters Score -1108013 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1108069.125000 Penalty: 4659.833496
	Iteration 19Q: 3 clusters Score -1108069 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1108121.375000 Penalty: 4659.833496
	Iteration 20F: 3 clusters Score -1108121 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1108169.875000 Penalty: 4659.833496
	Iteration 21Q: 3 clusters Score -1108170 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1108204.750000 Penalty: 4659.833496
	Iteration 22Q: 3 clusters Score -1108205 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1108239.625000 Penalty: 4659.833496
	Iteration 23Q: 3 clusters Score -1108240 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1108258.125000 Penalty: 4659.833496
	Iteration 24Q: 3 clusters Score -1108258 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1108265.750000 Penalty: 4659.833496
	Iteration 25Q: 3 clusters Score -1108266 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1108280.500000 Penalty: 4659.833496
	Iteration 26Q: 3 clusters Score -1108280 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1108287.625000 Penalty: 4659.833496
	Iteration 27Q: 3 clusters Score -1108288 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1108295.250000 Penalty: 4659.833496
	Iteration 28Q: 3 clusters Score -1108295 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1108302.750000 Penalty: 4659.833496
	Iteration 29Q: 3 clusters Score -1108303 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1108308.125000 Penalty: 4659.833496
	Iteration 30Q: 3 clusters Score -1108308 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1108310.000000 Penalty: 4659.833496
	Iteration 31Q: 3 clusters Score -1108310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1108319.625000 Penalty: 4659.833496
	Iteration 32Q: 3 clusters Score -1108320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1108319.250000 Penalty: 4659.833496
	Iteration 33Q: 3 clusters Score -1108319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1108317.500000 Penalty: 4659.833496
	Iteration 34Q: 3 clusters Score -1108318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1108314.750000 Penalty: 4659.833496
	Iteration 35Q: 3 clusters Score -1108315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1108317.750000 Penalty: 4659.833496
	Iteration 36Q: 3 clusters Score -1108318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1108317.750000 Penalty: 4659.833496
	Iteration 37Q: 3 clusters Score -1108318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1108319.625000 Penalty: 4659.833496
	Iteration 38Q: 3 clusters Score -1108320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1108320.500000 Penalty: 4659.833496
	Iteration 39Q: 3 clusters Score -1108320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1108320.500000 Penalty: 4659.833496
	Iteration 40F: 3 clusters Score -1108320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (3509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Entering Unmasked Estep 
Score: -302977.031250 Penalty: 2024.445312
	Iteration 0F: 2 clusters Score -302977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -299497.593750 Penalty: 4048.890625
	Iteration 0F: 3 clusters Score -299497.6 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -300511.812500 Penalty: 4048.890625
	Iteration 1F: 3 clusters Score -300511.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -300862.875000 Penalty: 4048.890625
	Iteration 2F: 3 clusters Score -300862.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -301144.281250 Penalty: 4048.890625
	Iteration 3F: 3 clusters Score -301144.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -301456.125000 Penalty: 4048.890625
	Iteration 4F: 3 clusters Score -301456.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -301670.250000 Penalty: 4048.890625
	Iteration 5F: 3 clusters Score -301670.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -301826.437500 Penalty: 4048.890625
	Iteration 6Q: 3 clusters Score -301826.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -301935.781250 Penalty: 4048.890625
	Iteration 7Q: 3 clusters Score -301935.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -302014.656250 Penalty: 4048.890625
	Iteration 8Q: 3 clusters Score -302014.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -302079.187500 Penalty: 4048.890625
	Iteration 9Q: 3 clusters Score -302079.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -302122.062500 Penalty: 4048.890625
	Iteration 10Q: 3 clusters Score -302122.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -302150.093750 Penalty: 4048.890625
	Iteration 11Q: 3 clusters Score -302150.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -302175.281250 Penalty: 4048.890625
	Iteration 12Q: 3 clusters Score -302175.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -302201.437500 Penalty: 4048.890625
	Iteration 13Q: 3 clusters Score -302201.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -302219.312500 Penalty: 4048.890625
	Iteration 14Q: 3 clusters Score -302219.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -302241.125000 Penalty: 4048.890625
	Iteration 15Q: 3 clusters Score -302241.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -302262.562500 Penalty: 4048.890625
	Iteration 16Q: 3 clusters Score -302262.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -302278.125000 Penalty: 4048.890625
	Iteration 17Q: 3 clusters Score -302278.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -302295.437500 Penalty: 4048.890625
	Iteration 18Q: 3 clusters Score -302295.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -302311.750000 Penalty: 4048.890625
	Iteration 19Q: 3 clusters Score -302311.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -302323.937500 Penalty: 4048.890625
	Iteration 20F: 3 clusters Score -302323.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -302330.968750 Penalty: 4048.890625
	Iteration 21Q: 3 clusters Score -302331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -302334.218750 Penalty: 4048.890625
	Iteration 22Q: 3 clusters Score -302334.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -302337.781250 Penalty: 4048.890625
	Iteration 23Q: 3 clusters Score -302337.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -302339.343750 Penalty: 4048.890625
	Iteration 24Q: 3 clusters Score -302339.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -302339.437500 Penalty: 4048.890625
	Iteration 25Q: 3 clusters Score -302339.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -302340.218750 Penalty: 4048.890625
	Iteration 26Q: 3 clusters Score -302340.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -302340.625000 Penalty: 4048.890625
	Iteration 27Q: 3 clusters Score -302340.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -302340.625000 Penalty: 4048.890625
	Iteration 28F: 3 clusters Score -302340.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Entering Unmasked Estep 
Score: -219776.921875 Penalty: 1892.354370
	Iteration 0F: 2 clusters Score -219776.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -217124.859375 Penalty: 3784.708740
	Iteration 0F: 3 clusters Score -217124.9 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -217594.500000 Penalty: 3784.708740
	Iteration 1F: 3 clusters Score -217594.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -217706.656250 Penalty: 3784.708740
	Iteration 2F: 3 clusters Score -217706.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -217778.218750 Penalty: 3784.708740
	Iteration 3Q: 3 clusters Score -217778.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -217837.625000 Penalty: 3784.708740
	Iteration 4Q: 3 clusters Score -217837.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -217875.984375 Penalty: 3784.708740
	Iteration 5Q: 3 clusters Score -217876 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -217903.062500 Penalty: 3784.708740
	Iteration 6Q: 3 clusters Score -217903.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -217930.953125 Penalty: 3784.708740
	Iteration 7Q: 3 clusters Score -217931 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -217942.140625 Penalty: 3784.708740
	Iteration 8Q: 3 clusters Score -217942.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -217948.187500 Penalty: 3784.708740
	Iteration 9Q: 3 clusters Score -217948.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -217952.390625 Penalty: 3784.708740
	Iteration 10Q: 3 clusters Score -217952.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -217956.515625 Penalty: 3784.708740
	Iteration 11Q: 3 clusters Score -217956.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -217958.312500 Penalty: 3784.708740
	Iteration 12Q: 3 clusters Score -217958.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -217959.828125 Penalty: 3784.708740
	Iteration 13Q: 3 clusters Score -217959.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -217961.750000 Penalty: 3784.708740
	Iteration 14Q: 3 clusters Score -217961.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -217964.484375 Penalty: 3784.708740
	Iteration 15Q: 3 clusters Score -217964.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -217967.609375 Penalty: 3784.708740
	Iteration 16Q: 3 clusters Score -217967.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -217968.375000 Penalty: 3784.708740
	Iteration 17Q: 3 clusters Score -217968.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -217968.375000 Penalty: 3784.708740
	Iteration 18F: 3 clusters Score -217968.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Entering Unmasked Estep 
Score: -172898.000000 Penalty: 1835.959106
	Iteration 0F: 2 clusters Score -172898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -170518.734375 Penalty: 3671.918213
	Iteration 0F: 3 clusters Score -170518.7 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -170926.593750 Penalty: 3671.918213
	Iteration 1F: 3 clusters Score -170926.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -171030.031250 Penalty: 3671.918213
	Iteration 2F: 3 clusters Score -171030 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -171104.781250 Penalty: 3671.918213
	Iteration 3Q: 3 clusters Score -171104.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -171143.265625 Penalty: 3671.918213
	Iteration 4Q: 3 clusters Score -171143.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -171165.390625 Penalty: 3671.918213
	Iteration 5Q: 3 clusters Score -171165.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -171184.921875 Penalty: 3671.918213
	Iteration 6Q: 3 clusters Score -171184.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -171197.031250 Penalty: 3671.918213
	Iteration 7Q: 3 clusters Score -171197 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -171207.125000 Penalty: 3671.918213
	Iteration 8Q: 3 clusters Score -171207.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -171220.328125 Penalty: 3671.918213
	Iteration 9Q: 3 clusters Score -171220.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -171239.890625 Penalty: 3671.918213
	Iteration 10Q: 3 clusters Score -171239.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -171253.390625 Penalty: 3671.918213
	Iteration 11Q: 3 clusters Score -171253.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -171268.546875 Penalty: 3671.918213
	Iteration 12Q: 3 clusters Score -171268.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -171291.187500 Penalty: 3671.918213
	Iteration 13Q: 3 clusters Score -171291.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -171309.500000 Penalty: 3671.918213
	Iteration 14Q: 3 clusters Score -171309.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -171324.468750 Penalty: 3671.918213
	Iteration 15Q: 3 clusters Score -171324.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -171341.640625 Penalty: 3671.918213
	Iteration 16Q: 3 clusters Score -171341.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -171347.046875 Penalty: 3671.918213
	Iteration 17Q: 3 clusters Score -171347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -171353.281250 Penalty: 3671.918213
	Iteration 18Q: 3 clusters Score -171353.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -171364.375000 Penalty: 3671.918213
	Iteration 19Q: 3 clusters Score -171364.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -171378.640625 Penalty: 3671.918213
	Iteration 20F: 3 clusters Score -171378.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -171402.796875 Penalty: 3671.918213
	Iteration 21Q: 3 clusters Score -171402.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -171440.296875 Penalty: 3671.918213
	Iteration 22Q: 3 clusters Score -171440.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -171482.203125 Penalty: 3671.918213
	Iteration 23Q: 3 clusters Score -171482.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -171530.953125 Penalty: 3671.918213
	Iteration 24Q: 3 clusters Score -171531 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -171570.718750 Penalty: 3671.918213
	Iteration 25Q: 3 clusters Score -171570.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -171612.046875 Penalty: 3671.918213
	Iteration 26Q: 3 clusters Score -171612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -171643.796875 Penalty: 3671.918213
	Iteration 27Q: 3 clusters Score -171643.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -171671.500000 Penalty: 3671.918213
	Iteration 28Q: 3 clusters Score -171671.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -171681.093750 Penalty: 3671.918213
	Iteration 29Q: 3 clusters Score -171681.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -171689.781250 Penalty: 3671.918213
	Iteration 30Q: 3 clusters Score -171689.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -171698.562500 Penalty: 3671.918213
	Iteration 31Q: 3 clusters Score -171698.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -171704.875000 Penalty: 3671.918213
	Iteration 32Q: 3 clusters Score -171704.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -171706.421875 Penalty: 3671.918213
	Iteration 33Q: 3 clusters Score -171706.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -171707.234375 Penalty: 3671.918213
	Iteration 34Q: 3 clusters Score -171707.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -171713.343750 Penalty: 3671.918213
	Iteration 35F: 3 clusters Score -171713.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -171737.562500 Penalty: 3671.918213
	Iteration 36Q: 3 clusters Score -171737.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -171770.968750 Penalty: 3671.918213
	Iteration 37Q: 3 clusters Score -171771 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -171795.687500 Penalty: 3671.918213
	Iteration 38Q: 3 clusters Score -171795.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -171810.828125 Penalty: 3671.918213
	Iteration 39Q: 3 clusters Score -171810.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -171823.500000 Penalty: 3671.918213
	Iteration 40F: 3 clusters Score -171823.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -171839.734375 Penalty: 3671.918213
	Iteration 41Q: 3 clusters Score -171839.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -171851.156250 Penalty: 3671.918213
	Iteration 42Q: 3 clusters Score -171851.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -171858.625000 Penalty: 3671.918213
	Iteration 43Q: 3 clusters Score -171858.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -171860.328125 Penalty: 3671.918213
	Iteration 44Q: 3 clusters Score -171860.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -171861.343750 Penalty: 3671.918213
	Iteration 45Q: 3 clusters Score -171861.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -171861.343750 Penalty: 3671.918213
	Iteration 46F: 3 clusters Score -171861.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (1095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Entering Unmasked Estep 
Score: -111039.296875 Penalty: 1735.630371
	Iteration 0F: 2 clusters Score -111039.3 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 544 members 
Entering Unmasked Estep 
Score: -109033.109375 Penalty: 3471.260742
	Iteration 0F: 3 clusters Score -109033.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -109395.890625 Penalty: 3471.260742
	Iteration 1F: 3 clusters Score -109395.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -109573.195312 Penalty: 3471.260742
	Iteration 2F: 3 clusters Score -109573.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -109719.828125 Penalty: 3471.260742
	Iteration 3F: 3 clusters Score -109719.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -109877.250000 Penalty: 3471.260742
	Iteration 4F: 3 clusters Score -109877.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -109989.062500 Penalty: 3471.260742
	Iteration 5Q: 3 clusters Score -109989.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -110088.414062 Penalty: 3471.260742
	Iteration 6Q: 3 clusters Score -110088.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -110229.132812 Penalty: 3471.260742
	Iteration 7Q: 3 clusters Score -110229.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -110408.515625 Penalty: 3471.260742
	Iteration 8Q: 3 clusters Score -110408.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -110496.929688 Penalty: 3471.260742
	Iteration 9Q: 3 clusters Score -110496.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -110542.593750 Penalty: 3471.260742
	Iteration 10Q: 3 clusters Score -110542.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -110582.914062 Penalty: 3471.260742
	Iteration 11Q: 3 clusters Score -110582.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -110639.242188 Penalty: 3471.260742
	Iteration 12Q: 3 clusters Score -110639.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -110744.890625 Penalty: 3471.260742
	Iteration 13Q: 3 clusters Score -110744.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -110827.773438 Penalty: 3471.260742
	Iteration 14Q: 3 clusters Score -110827.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -110915.093750 Penalty: 3471.260742
	Iteration 15Q: 3 clusters Score -110915.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -110928.523438 Penalty: 3471.260742
	Iteration 16Q: 3 clusters Score -110928.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -110930.250000 Penalty: 3471.260742
	Iteration 17Q: 3 clusters Score -110930.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -110930.250000 Penalty: 3471.260742
	Iteration 18F: 3 clusters Score -110930.2 nChanged 0
--- Evaluating fit on full set of 3313219 points ---
Entering Unmasked Estep 
Score: -342560800.000000 Penalty: 193613.203125
21->53 Clusters: Score -342560800.000000, best is -342626176.000000

Main iterations: 0 (time per=infms)
Total iterations: 55107 (time per=401.956542ms)
Iterations metric 2: 2259976716288.000000 (time per=9.801260ns)
Iterations metric 3: 67798139142144.000000 (time per=326.714264ps)

That took 22150.619141 seconds.
